diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..f085ce1b907b4f5ba30826e4fa235b3c7abcb65c Binary files /dev/null and b/.DS_Store differ diff --git a/.gitattributes b/.gitattributes index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..7a76d59a458a6abfb4c792ac2c66b89184a496a8 100644 --- a/.gitattributes +++ b/.gitattributes @@ -58,3 +58,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text # Video files - compressed *.mp4 filter=lfs diff=lfs merge=lfs -text *.webm filter=lfs diff=lfs merge=lfs -text +Climateset_500km/input_multimodal/time_series/climate_monthly/values.csv filter=lfs diff=lfs merge=lfs -text +M5/input_multimodal/node_level_task_graphs/item_graph/edge_info.csv filter=lfs diff=lfs merge=lfs -text +METR-LA/input_multimodal/time_series/traffic_speed/values.csv filter=lfs diff=lfs merge=lfs -text +SDWPF/input_multimodal/time_series/sdwpf_scada/values.csv filter=lfs diff=lfs merge=lfs -text +Store_Sales/tasks/sales_flow_forecasting/labels_long.csv filter=lfs diff=lfs merge=lfs -text +Terra/input_multimodal/meta.csv filter=lfs diff=lfs merge=lfs -text +US_Covid_Google/input_multimodal/time_series/weekly_cases_raw/weekly_cases_raw.csv filter=lfs diff=lfs merge=lfs -text diff --git a/Climateset_500km/.DS_Store b/Climateset_500km/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..02901f0709d65017d5e87e43819b44d529843acb Binary files /dev/null and b/Climateset_500km/.DS_Store differ diff --git a/Climateset_500km/dataset.py b/Climateset_500km/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..c74c36f15ead2d5ee5ec81acee7824ad63bfb69e --- /dev/null +++ b/Climateset_500km/dataset.py @@ -0,0 +1,397 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml +import ipdb + +# Record whether the required fields are provided. +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + Read all related configuration files, starting from dataset.yaml. + + Args: + dataset_yaml_path: Path to dataset.yaml. + + Returns: + A dictionary containing all configurations. + """ + # Get the protocol directory path. + protocol_dir = Path(dataset_yaml_path).parent + + # 1. Read dataset.yaml. + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. Read graph configurations. + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. Read time series configurations. + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. Combine all configurations. + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # Return an existing path from the candidate paths. + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # Generate all candidate storage paths. + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # Parse each column in meta_df and convert the data to a dictionary. + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + Required information in the graph dictionary includes: + - A sparse adjacency list + - The weight of each edge + - Edge features (optional) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # Add graph features to the dictionary if they are available. + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # Use mode to distinguish single-variable and multivariable data. + + if variables_mode == "single": # For a single variable, the index is timestamp, column names are sample_id values, and the feature name is series_id. + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # For multiple variables, the columns are sample_id, timestamp, feature_name1, feature_name2, ... + # Extract timestamps and feature values in timestamp order, using the structure feature_name*: {sample_id: [values]}. + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# Read all YAML files into one configuration. +class MultiModalDataset(LoadedDataset): + """ + Use the configuration returned by ``read_all_configs`` to resolve protocol paths under ``dataset_dir`` and load tables. + + ``dataset_dir`` is usually the protocol root containing ``input_multimodal/`` and ``dataset.yaml``, + or an equivalent data root. Path resolution tries ``dataset_dir/`` and + ``dataset_dir/input_multimodal/...``, among other candidate locations, in order. + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # Read meta_features data. + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # Parse meta_df. + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # If both id_col_graph and id_col_time_series exist, build a mapping between them to align the two modalities. + # By default, map time series IDs from id_col_time_series to graph IDs in id_col_graph. + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # Read graph data. + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # Graph level, for example: node_level_task_graph, graph_level_task_graph. + graph_directed = gcfg.get("directed") # Graph type, for example: directed, undirected. + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # Graph features, for example: edge_features. + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # Continue parsing individual graph features. + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # Load graph data into the dictionary. + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + ipdb.set_trace() + # At the breakpoint, check whether all required information has been loaded. + + # assert isinstance(dataset.config, dict), "dataset.config should be a dict" + # assert "dataset" in dataset.config, "dataset.config should include dataset config" + # assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + # assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + # assert isinstance(dataset.meta_features["features"], dict), ( + # "dataset.meta_features['features'] should be a dict" + # ) + # assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + # assert "road_distance_graph" in dataset.graphs, ( + # "dataset.graphs should include road_distance_graph" + # ) + # assert isinstance(dataset.graphs["road_distance_graph"], dict), ( + # "road_distance_graph should be a parsed dict" + # ) + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "traffic_flow" in dataset.time_series, ( + # "dataset.time_series should include traffic_flow" + # ) + # traffic_flow = dataset.time_series["traffic_flow"] + # assert isinstance(traffic_flow, dict), ( + # "traffic_flow should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in traffic_flow, f"traffic_flow should include {field}" + + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/Climateset_500km/dataset.yaml b/Climateset_500km/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d861265f1f70fe1b746d99dcd5dcacc31d8463db --- /dev/null +++ b/Climateset_500km/dataset.yaml @@ -0,0 +1,33 @@ +dataset_id: climateset_500km +dataset_name: ClimateSet 500km sample Benchmark +domain: earth_science + +sample_definition: + sample_type: climate_grid_cell + sample_id_column: episode_id + sample_id_graph: episode_id +modalities: + meta_features: + required: true + file_name: meta_features.csv + + node_level_task_graphs: + available: true + graph_ids: + - geo_grid_8neighbor_polar + + time_series: + available: true + time_series_ids: + - climate_monthly + +tasks: + - climate_response_forecasting + +license: + data_license: GPL-3.0 + redistribution_allowed: true + +source: + name: ClimateSet + url: https://github.com/climate-model-analysis/ClimateSet diff --git a/Climateset_500km/input_multimodal/meta_features.csv b/Climateset_500km/input_multimodal/meta_features.csv new file mode 100644 index 0000000000000000000000000000000000000000..6788ee77ceba57daa6ac513688364a322efdfbaa --- /dev/null +++ b/Climateset_500km/input_multimodal/meta_features.csv @@ -0,0 +1,3457 @@ +episode_id,lat_idx,lon_idx,lat_center,lon_center,is_north_pole_row,is_south_pole_row,hemisphere,cell_area +grid_lat00_lon00,0,0,-89.05263158,1.25,false,true,south, +grid_lat00_lon01,0,1,-89.05263158,6.25,false,true,south, +grid_lat00_lon02,0,2,-89.05263158,11.25,false,true,south, +grid_lat00_lon03,0,3,-89.05263158,16.25,false,true,south, +grid_lat00_lon04,0,4,-89.05263158,21.25,false,true,south, +grid_lat00_lon05,0,5,-89.05263158,26.25,false,true,south, +grid_lat00_lon06,0,6,-89.05263158,31.25,false,true,south, +grid_lat00_lon07,0,7,-89.05263158,36.25,false,true,south, +grid_lat00_lon08,0,8,-89.05263158,41.25,false,true,south, +grid_lat00_lon09,0,9,-89.05263158,46.25,false,true,south, +grid_lat00_lon10,0,10,-89.05263158,51.25,false,true,south, +grid_lat00_lon11,0,11,-89.05263158,56.25,false,true,south, +grid_lat00_lon12,0,12,-89.05263158,61.25,false,true,south, +grid_lat00_lon13,0,13,-89.05263158,66.25,false,true,south, +grid_lat00_lon14,0,14,-89.05263158,71.25,false,true,south, +grid_lat00_lon15,0,15,-89.05263158,76.25,false,true,south, +grid_lat00_lon16,0,16,-89.05263158,81.25,false,true,south, +grid_lat00_lon17,0,17,-89.05263158,86.25,false,true,south, +grid_lat00_lon18,0,18,-89.05263158,91.25,false,true,south, +grid_lat00_lon19,0,19,-89.05263158,96.25,false,true,south, +grid_lat00_lon20,0,20,-89.05263158,101.25,false,true,south, +grid_lat00_lon21,0,21,-89.05263158,106.25,false,true,south, +grid_lat00_lon22,0,22,-89.05263158,111.25,false,true,south, +grid_lat00_lon23,0,23,-89.05263158,116.25,false,true,south, +grid_lat00_lon24,0,24,-89.05263158,121.25,false,true,south, +grid_lat00_lon25,0,25,-89.05263158,126.25,false,true,south, +grid_lat00_lon26,0,26,-89.05263158,131.25,false,true,south, +grid_lat00_lon27,0,27,-89.05263158,136.25,false,true,south, +grid_lat00_lon28,0,28,-89.05263158,141.25,false,true,south, +grid_lat00_lon29,0,29,-89.05263158,146.25,false,true,south, +grid_lat00_lon30,0,30,-89.05263158,151.25,false,true,south, +grid_lat00_lon31,0,31,-89.05263158,156.25,false,true,south, +grid_lat00_lon32,0,32,-89.05263158,161.25,false,true,south, +grid_lat00_lon33,0,33,-89.05263158,166.25,false,true,south, +grid_lat00_lon34,0,34,-89.05263158,171.25,false,true,south, +grid_lat00_lon35,0,35,-89.05263158,176.25,false,true,south, +grid_lat00_lon36,0,36,-89.05263158,181.25,false,true,south, +grid_lat00_lon37,0,37,-89.05263158,186.25,false,true,south, +grid_lat00_lon38,0,38,-89.05263158,191.25,false,true,south, +grid_lat00_lon39,0,39,-89.05263158,196.25,false,true,south, 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+grid_lat47_lon63,47,63,89.05263158,316.25,true,false,north, +grid_lat47_lon64,47,64,89.05263158,321.25,true,false,north, +grid_lat47_lon65,47,65,89.05263158,326.25,true,false,north, +grid_lat47_lon66,47,66,89.05263158,331.25,true,false,north, +grid_lat47_lon67,47,67,89.05263158,336.25,true,false,north, +grid_lat47_lon68,47,68,89.05263158,341.25,true,false,north, +grid_lat47_lon69,47,69,89.05263158,346.25,true,false,north, +grid_lat47_lon70,47,70,89.05263158,351.25,true,false,north, +grid_lat47_lon71,47,71,89.05263158,356.25,true,false,north, diff --git a/Climateset_500km/input_multimodal/node_level_task_graphs/geo_grid_8neighbor_polar/edges.csv b/Climateset_500km/input_multimodal/node_level_task_graphs/geo_grid_8neighbor_polar/edges.csv new file mode 100644 index 0000000000000000000000000000000000000000..19b5314d9891597a0416c03893b0fe128c9845f7 --- /dev/null +++ b/Climateset_500km/input_multimodal/node_level_task_graphs/geo_grid_8neighbor_polar/edges.csv @@ -0,0 +1,18577 @@ 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+grid_lat47_lon70,grid_lat47_lon71,1 diff --git a/Climateset_500km/input_multimodal/node_level_task_graphs/geo_grid_8neighbor_polar/graph.yaml b/Climateset_500km/input_multimodal/node_level_task_graphs/geo_grid_8neighbor_polar/graph.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e15916ee77a06be087dc42cf5513f83c862c97ce --- /dev/null +++ b/Climateset_500km/input_multimodal/node_level_task_graphs/geo_grid_8neighbor_polar/graph.yaml @@ -0,0 +1,18 @@ +graph_id: geo_grid_8neighbor_polar +graph_type: static +graph_level: node_level_task_graphs +directed: false +weighted: false +description: Grpah constructed by 8-neighbor queen adjacency on lon-lat grid with polar closure +node_set: all + +file_name: edges.csv + +self_loop: false + +edge_features: + available: false + feature_name: "" + +allowed_tasks: + - climate_response_emulation \ No newline at end of file diff --git a/Climateset_500km/input_multimodal/time_series/climate_monthly/series.yaml b/Climateset_500km/input_multimodal/time_series/climate_monthly/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..cc3f750698a6ecb9e17b7c1a892ecc0ba0bf67cd --- /dev/null +++ b/Climateset_500km/input_multimodal/time_series/climate_monthly/series.yaml @@ -0,0 +1,40 @@ +series_id: climate_monthly +series_type: sample_level +temporal_granularity: 1M + +file_name: values.csv +variables_mode: multi +variables: + BC: + dtype: float + description: '' + + CH4: + dtype: float + description: '' + + SO2: + dtype: float + description: '' + + pr: + dtype: float + description: Precipitation + + tas: + dtype: float + description: Near-Surface Air Temperature + +index: + id_column: episode_id + time_column: timestamp + feature_columns: + - BC + - CH4 + - SO2 + - pr + - tas + +missing_policy: + missing_timestamp: drop_rows_without_timestamp + missing_value: leave_missing diff --git a/Climateset_500km/input_multimodal/time_series/climate_monthly/values.csv b/Climateset_500km/input_multimodal/time_series/climate_monthly/values.csv new file mode 100644 index 0000000000000000000000000000000000000000..1e658b6269252105776351afd5fb4c8b3e4d2a01 --- /dev/null +++ b/Climateset_500km/input_multimodal/time_series/climate_monthly/values.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95087fd17049ddcb70c92dc0dc734aaebf5af8204c34f4b5ed0b52dae152a1fd +size 829626227 diff --git a/Climateset_500km/tasks/climate_response_forecasting/labels.csv b/Climateset_500km/tasks/climate_response_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..4c8efac9784ffba3b42f1e3b0c5ff214e11e14d4 --- /dev/null +++ b/Climateset_500km/tasks/climate_response_forecasting/labels.csv @@ -0,0 +1,294 @@ +timestamp,t_index,context_start_index,context_end_index_exclusive,forecast_start_index,forecast_end_index_exclusive,target_series_ref,target_tensor_shape +1954-01-01,48,0,48,49,55,climate_monthly,"[3456,6,1]" 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variables pr and tas from historical + climate response and forcing covariates. +inherit_general: true +sample: + primary_key: timestamp + label_mode: index_reference +inputs: + time_series: + - fields: + - CH4 + - SO2 + - BC + - pr + source: climate_monthly + window: + length: 48 + unit: 1month + sampling: + native_rate: 1month + task_rate: 1month + downsample_method: mean + upsample_method: ffill + tabular_static: + source: climate_grid_metadata + fields: + - lat_idx + - lon_idx + - lat_center + - lon_center + - is_north_pole_row + - is_south_pole_row + - hemisphere + graph: + source: geo_grid_8neighbor_polar +prediction: + field: pr + source: climate_monthly + horizon: + length: 6 + unit: 1month + starts_after: timestamp + stride: 6 + label_storage: + ref_column: target_series_ref + shape_column: target_tensor_shape +leakage: + observed_past_only_columns: + - pr + - CH4 + - SO2 + - BC + known_future_columns: + - CH4 + - SO2 + - BC + forbidden_input_columns: + - target_series_ref + - target_tensor_shape + future_values_removed_from_input: true +# data_refs: +# time_series: +# climate_monthly: +# file: climateset_500km/input_multimodal/time_series/climate_monthly/values.csv +# value_field: +# - BC +# - CH4 +# - SO2 +# - pr +# - tas + +# tabular_static: +# climate_grid_metadata: +# file: climateset_500km/input_multimodal/meta_features.csv +# id_column: episode_id +# graph: +# geo_grid_8neighbor_polar: +# file: climateset_500km/input_multimodal/node_level_task_graphs/geo_grid_8neighbor_polar/edges.csv diff --git a/Climateset_500km/tasks/general_task.yaml b/Climateset_500km/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fdaa1cb3afcd38e569ba56a86ba050c14a63b84c --- /dev/null +++ b/Climateset_500km/tasks/general_task.yaml @@ -0,0 +1,73 @@ +# ============================================================ +# LargeST_protocol/tasks/general_task.yaml +# ============================================================ +# Purpose: +# - This file contains only processing rules shared by all tasks and naming conventions. + +# Recommended reading order for each task.yaml: +# 1) Start with sample in each task.yaml: what constitutes one sample. +# 2) Read inputs: what the model can access at inference time. +# 3) Read prediction: what the model should predict. +# 4) Finally, read leakage: which columns must be excluded from model inputs. +# ============================================================ + +general_defaults: + # ------------------------------------------------------------ + # Default input processing rules. + # Note: these are processing defaults, not input field defaults. + # These rules specify how to process time series, tabular, or graph inputs when a task uses them, + # but do not automatically add any input fields to a task. + # ------------------------------------------------------------ + input_processing: + tabular_static: + # Unique identifier column for sensors / road segments in LargeST. + # This column is used only to join labels, splits, and metadata. + id_column: episode_id + + time_series: + # LargeST historical traffic flow data typically uses timestamp as the time axis and sensor IDs as columns. + timestamp_column: timestamp + id_column: episode_id + + sampling: + # LargeST raw historical traffic flow data typically has a 15-minute resolution. + # If your h5 file has been preprocessed to a different resolution, override this in the specific task. + native_rate: 1month + + # By default, the task resolution matches the native resolution. + # For example, override this to 1h in task.yaml for a ranking task with hourly decisions. + task_rate: 1month + + # Use this aggregation method when task_rate is coarser than native_rate, for example 15min -> 1h. + # mean is suitable for average traffic flow; sum is suitable for cumulative flow counts, subject to the data semantics. + downsample_method: mean + + # Use this interpolation method when task_rate is finer than native_rate, for example 15min -> 5min. This task configuration is generally not recommended. + # ffill forward-fills using the most recent observation. + upsample_method: ffill + + graph: + # Graph inputs are static by default, for example LargeST's adj.npy. + # Future dynamic graphs, such as event-induced or construction-impact graphs, can be configured in individual tasks. + directed: false + weighted: true + + + # ------------------------------------------------------------ + # Standard split names. + # Use these standard values in splits.csv to avoid mixing train/val/valid/dev. + # ------------------------------------------------------------ + split_names: + train: train + validation: val + test: test + + # ------------------------------------------------------------ + # Inheritance rules. + # A task can set inherit_general: true to inherit this file's processing defaults. + # Note: inheritance only affects default rules such as input_processing / columns / split_names, + # and does not automatically inherit any specific input fields. + # ------------------------------------------------------------ + inheritance: + default_inherit_general: true + merge_strategy: recursive_override diff --git a/LargeST/.DS_Store b/LargeST/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..7f6c24a1739aab78eca9f746f01a05c9ae7b44d7 Binary files /dev/null and b/LargeST/.DS_Store differ diff --git a/LargeST/dataset.py b/LargeST/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..c74c36f15ead2d5ee5ec81acee7824ad63bfb69e --- /dev/null +++ b/LargeST/dataset.py @@ -0,0 +1,397 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml +import ipdb + +# Record whether the required fields are provided. +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + Read all related configuration files, starting from dataset.yaml. + + Args: + dataset_yaml_path: Path to dataset.yaml. + + Returns: + A dictionary containing all configurations. + """ + # Get the protocol directory path. + protocol_dir = Path(dataset_yaml_path).parent + + # 1. Read dataset.yaml. + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. Read graph configurations. + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. Read time series configurations. + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. Combine all configurations. + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # Return an existing path from the candidate paths. + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # Generate all candidate storage paths. + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # Parse each column in meta_df and convert the data to a dictionary. + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + Required information in the graph dictionary includes: + - A sparse adjacency list + - The weight of each edge + - Edge features (optional) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # Add graph features to the dictionary if they are available. + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # Use mode to distinguish single-variable and multivariable data. + + if variables_mode == "single": # For a single variable, the index is timestamp, column names are sample_id values, and the feature name is series_id. + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # For multiple variables, the columns are sample_id, timestamp, feature_name1, feature_name2, ... + # Extract timestamps and feature values in timestamp order, using the structure feature_name*: {sample_id: [values]}. + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# Read all YAML files into one configuration. +class MultiModalDataset(LoadedDataset): + """ + Use the configuration returned by ``read_all_configs`` to resolve protocol paths under ``dataset_dir`` and load tables. + + ``dataset_dir`` is usually the protocol root containing ``input_multimodal/`` and ``dataset.yaml``, + or an equivalent data root. Path resolution tries ``dataset_dir/`` and + ``dataset_dir/input_multimodal/...``, among other candidate locations, in order. + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # Read meta_features data. + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # Parse meta_df. + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # If both id_col_graph and id_col_time_series exist, build a mapping between them to align the two modalities. + # By default, map time series IDs from id_col_time_series to graph IDs in id_col_graph. + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # Read graph data. + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # Graph level, for example: node_level_task_graph, graph_level_task_graph. + graph_directed = gcfg.get("directed") # Graph type, for example: directed, undirected. + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # Graph features, for example: edge_features. + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # Continue parsing individual graph features. + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # Load graph data into the dictionary. + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + ipdb.set_trace() + # At the breakpoint, check whether all required information has been loaded. + + # assert isinstance(dataset.config, dict), "dataset.config should be a dict" + # assert "dataset" in dataset.config, "dataset.config should include dataset config" + # assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + # assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + # assert isinstance(dataset.meta_features["features"], dict), ( + # "dataset.meta_features['features'] should be a dict" + # ) + # assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + # assert "road_distance_graph" in dataset.graphs, ( + # "dataset.graphs should include road_distance_graph" + # ) + # assert isinstance(dataset.graphs["road_distance_graph"], dict), ( + # "road_distance_graph should be a parsed dict" + # ) + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "traffic_flow" in dataset.time_series, ( + # "dataset.time_series should include traffic_flow" + # ) + # traffic_flow = dataset.time_series["traffic_flow"] + # assert isinstance(traffic_flow, dict), ( + # "traffic_flow should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in traffic_flow, f"traffic_flow should include {field}" + + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/LargeST/dataset.yaml b/LargeST/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..73f5ddb10cde6256b47755dacc09c8def91006b2 --- /dev/null +++ b/LargeST/dataset.yaml @@ -0,0 +1,40 @@ +# Dataset information: the entry point for dataset configuration, including file locations for each modality. +dataset_id: LeageST +dataset_name: LargeST +domain: traffic_management + +sample_defination: + sample_type: traffic flow monitoring sensor + sample_id_graph: ID2 # Corresponding column name in the data; use None if the index is used directly. + sample_id_time_series: ID # Corresponding column name in the data; use None if the index is used directly. + description: each sample corresponds to a traffic flow monitoring sensor + +modalities: +# Available feature modalities. + meta_features: # Static metadata, analogous to tabular data; read ca_meta.csv from the main directory. + required: true # meta_features is required. + file_name: ca_meta.csv # All provided files should be directly readable by pandas as a pd.DataFrame. + + node_level_task_graphs: + available: true # Whether a graph for node-level tasks is available; if so, load its data from the corresponding directory. + graph_ids: + - road_distance_graph # Graph name, for example road_distance_graph (shortest driving distance graph). + + time_series: + available: true # Whether time series data is available; if so, load it from the corresponding directory. + time_series_ids: + - traffic_flow # Time series name, for example traffic_flow (traffic volume). + +tasks: # Task construction. +# Supported task types, for example meta_feature prediction, time series forecasting, and ranking. + - lane_count_regression # Lane count regression. + - traffic_flow_forecasting # Traffic flow forecasting. + +# Data source information. +license: + data_license: source-dependent + redistribution_allowed: true + +source: + name: Citi Bike Trip History + url: source url or citation \ No newline at end of file diff --git a/LargeST/input_multimodal/ca_meta.csv b/LargeST/input_multimodal/ca_meta.csv new file mode 100644 index 0000000000000000000000000000000000000000..204333b74e50218131a36693676246a8f10f7809 --- /dev/null +++ b/LargeST/input_multimodal/ca_meta.csv @@ -0,0 +1,8601 @@ +ID,Lat,Lng,District,County,Fwy,Lanes,Type,Direction,ID2,target_class_id +317802,38.389811,-121.479587,3,Sacramento,I5-N,2,Mainline,N,0,0 +312134,38.412564,-121.484319,3,Sacramento,I5-N,2,Mainline,N,1,0 +312133,38.42863,-121.487657,3,Sacramento,I5-N,3,Mainline,N,2,0 +313159,38.450246,-121.492176,3,Sacramento,I5-N,3,Mainline,N,3,0 +319767,38.465539,-121.49645,3,Sacramento,I5-N,3,Mainline,N,4,0 +319780,38.468309,-121.49754,3,Sacramento,I5-N,4,Mainline,N,5,0 +317830,38.472735,-121.500798,3,Sacramento,I5-N,3,Mainline,N,6,0 +314876,38.480033,-121.509587,3,Sacramento,I5-N,3,Mainline,N,7,0 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Costa,SR4-E,2,Mainline,E,485,1 +402835,37.99036,-122.131008,4,Contra Costa,SR4-E,2,Mainline,E,486,1 +414294,37.991042,-122.127995,4,Contra Costa,SR4-E,2,Mainline,E,487,1 +414295,37.993914,-122.121913,4,Contra Costa,SR4-E,3,Mainline,E,488,1 +402513,37.995545,-122.119103,4,Contra Costa,SR4-E,3,Mainline,E,489,1 +414025,37.996141,-122.117435,4,Contra Costa,SR4-E,3,Mainline,E,490,1 +402512,37.996353,-122.113433,4,Contra Costa,SR4-E,3,Mainline,E,491,1 +402510,37.99419,-122.10704,4,Contra Costa,SR4-E,3,Mainline,E,492,1 +414028,37.990892,-122.098451,4,Contra Costa,SR4-E,3,Mainline,E,493,1 +416736,37.990758,-122.097928,4,Contra Costa,SR4-E,3,Mainline,E,494,1 +414031,37.990569,-122.092837,4,Contra Costa,SR4-E,3,Mainline,E,495,1 +402837,37.991002,-122.086497,4,Contra Costa,SR4-E,3,Mainline,E,496,1 +401952,37.992177,-122.076479,4,Contra Costa,SR4-E,2,Mainline,E,497,1 +414032,37.992589,-122.07532,4,Contra Costa,SR4-E,2,Mainline,E,498,1 +406623,37.993989,-122.071289,4,Contra Costa,SR4-E,3,Mainline,E,499,1 +405046,37.995123,-122.067914,4,Contra Costa,SR4-E,2,Mainline,E,500,1 +414039,37.998268,-122.060378,4,Contra Costa,SR4-E,2,Mainline,E,501,1 +405270,38.001389,-122.050932,4,Contra Costa,SR4-E,2,Mainline,E,502,1 +402207,38.002161,-122.047775,4,Contra Costa,SR4-E,2,Mainline,E,503,1 +405580,38.007657,-122.0321,4,Contra Costa,SR4-E,3,Mainline,E,504,1 +414480,38.00914,-122.024998,4,Contra Costa,SR4-E,5,Mainline,E,505,1 +400615,38.010295,-122.017437,4,Contra Costa,SR4-E,4,Mainline,E,506,1 +402205,38.011347,-122.010573,4,Contra Costa,SR4-E,4,Mainline,E,507,1 +401568,38.013247,-121.998502,4,Contra Costa,SR4-E,4,Mainline,E,508,1 +400049,38.014622,-121.994448,4,Contra Costa,SR4-E,4,Mainline,E,509,1 +406056,38.018609,-121.98725,4,Contra Costa,SR4-E,5,Mainline,E,510,1 +407233,38.021173,-121.981491,4,Contra Costa,SR4-E,5,Mainline,E,511,1 +406057,38.023532,-121.97444,4,Contra Costa,SR4-E,5,Mainline,E,512,1 +405269,38.023366,-121.968953,4,Contra Costa,SR4-E,4,Mainline,E,513,1 +400764,38.022988,-121.966809,4,Contra Costa,SR4-E,4,Mainline,E,514,1 +400270,38.022118,-121.962342,4,Contra Costa,SR4-E,4,Mainline,E,515,1 +404350,38.020561,-121.954311,4,Contra Costa,SR4-E,4,Mainline,E,516,1 +401485,38.019047,-121.94895,4,Contra Costa,SR4-E,4,Mainline,E,517,1 +400324,38.018708,-121.941653,4,Contra Costa,SR4-E,4,Mainline,E,518,1 +404873,38.018714,-121.938703,4,Contra Costa,SR4-E,4,Mainline,E,519,1 +414035,38.019405,-121.924664,4,Contra Costa,SR4-E,4,Mainline,E,520,1 +402503,38.019991,-121.917022,4,Contra Costa,SR4-E,4,Mainline,E,521,1 +402203,38.019932,-121.905976,4,Contra Costa,SR4-E,4,Mainline,E,522,1 +401826,38.01981,-121.90176,4,Contra Costa,SR4-E,4,Mainline,E,523,1 +401828,38.01749,-121.892302,4,Contra Costa,SR4-E,4,Mainline,E,524,1 +401829,38.016161,-121.886863,4,Contra Costa,SR4-E,4,Mainline,E,525,1 +402502,38.014413,-121.879651,4,Contra Costa,SR4-E,3,Mainline,E,526,1 +414041,38.01402,-121.877505,4,Contra Costa,SR4-E,5,Mainline,E,527,1 +401954,38.011247,-121.864952,4,Contra Costa,SR4-E,4,Mainline,E,528,1 +402069,38.008461,-121.854505,4,Contra Costa,SR4-E,5,Mainline,E,529,1 +408154,38.007839,-121.852239,4,Contra Costa,SR4-E,5,Mainline,E,530,1 +408602,38.00335,-121.835925,4,Contra Costa,SR4-E,4,Mainline,E,531,1 +408604,38.002147,-121.831598,4,Contra Costa,SR4-E,5,Mainline,E,532,1 +409956,37.99985,-121.82326,4,Contra Costa,SR4-E,4,Mainline,E,533,1 +409958,37.99892,-121.819777,4,Contra Costa,SR4-E,4,Mainline,E,534,1 +409960,37.998069,-121.815712,4,Contra Costa,SR4-E,5,Mainline,E,535,1 +416929,37.998046,-121.808922,4,Contra Costa,SR4-E,4,Mainline,E,536,1 +402491,37.998041,-121.805433,4,Contra Costa,SR4-E,2,Mainline,E,537,1 +416930,37.998036,-121.803031,4,Contra Costa,SR4-E,4,Mainline,E,538,1 +416449,37.997951,-121.796612,4,Contra Costa,SR4-E,5,Mainline,E,539,1 +414707,37.996513,-121.787786,4,Contra Costa,SR4-E,4,Mainline,E,540,1 +402489,37.995933,-121.784378,4,Contra Costa,SR4-E,2,Mainline,E,541,1 +414831,37.995809,-121.783656,4,Contra Costa,SR4-E,4,Mainline,E,542,1 +414830,37.994803,-121.777732,4,Contra Costa,SR4-E,4,Mainline,E,543,1 +414829,37.993566,-121.770914,4,Contra Costa,SR4-E,4,Mainline,E,544,1 +421970,37.990996,-121.763325,4,Contra Costa,SR4-E,3,Mainline,E,545,1 +405742,37.990366,-121.758604,4,Contra Costa,SR4-E,3,Mainline,E,546,1 +402482,37.990233,-121.757519,4,Contra Costa,SR4-E,2,Mainline,E,547,1 +402086,37.990042,-121.756062,4,Contra Costa,SR4-E,3,Mainline,E,548,1 +423158,37.988767,-121.752402,4,Contra Costa,SR4-E,3,Mainline,E,549,1 +402088,37.980677,-121.745776,4,Contra Costa,SR4-E,3,Mainline,E,550,1 +402090,37.980043,-121.745333,4,Contra Costa,SR4-E,2,Mainline,E,551,1 +402091,37.979789,-121.745155,4,Contra Costa,SR4-E,2,Mainline,E,552,1 +402094,37.964854,-121.740054,4,Contra Costa,SR4-E,2,Mainline,E,553,1 +402096,37.964456,-121.740326,4,Contra Costa,SR4-E,2,Mainline,E,554,1 +408152,37.960149,-121.74361,4,Contra Costa,SR4-E,2,Mainline,E,555,1 +408151,37.952549,-121.744429,4,Contra Costa,SR4-E,2,Mainline,E,556,1 +408606,37.938103,-121.738773,4,Contra Costa,SR4-E,2,Mainline,E,557,1 +424094,37.934579,-121.737108,4,Contra Costa,SR4-E,2,Mainline,E,558,1 +424095,37.928804,-121.734381,4,Contra Costa,SR4-E,2,Mainline,E,559,1 +424096,37.92675,-121.73349,4,Contra Costa,SR4-E,1,Mainline,E,560,1 +424092,37.924366,-121.732716,4,Contra Costa,SR4-E,2,Mainline,E,561,1 +424091,37.922805,-121.732331,4,Contra Costa,SR4-E,2,Mainline,E,562,1 +424098,37.917173,-121.732127,4,Contra Costa,SR4-E,1,Mainline,E,563,1 +402522,38.008562,-122.220678,4,Contra Costa,SR4-W,2,Mainline,W,564,1 +403267,38.00858,-122.208422,4,Contra Costa,SR4-W,2,Mainline,W,565,1 +402521,38.010999,-122.201565,4,Contra Costa,SR4-W,2,Mainline,W,566,1 +406065,38.016016,-122.182669,4,Contra Costa,SR4-W,2,Mainline,W,567,1 +402517,38.015575,-122.179034,4,Contra Costa,SR4-W,2,Mainline,W,568,1 +402505,38.011266,-122.172198,4,Contra Costa,SR4-W,2,Mainline,W,569,1 +402515,38.007109,-122.166569,4,Contra Costa,SR4-W,2,Mainline,W,570,1 +402213,38.001707,-122.150084,4,Contra Costa,SR4-W,2,Mainline,W,571,1 +402211,37.99605,-122.144786,4,Contra Costa,SR4-W,2,Mainline,W,572,1 +402209,37.990092,-122.139719,4,Contra Costa,SR4-W,3,Mainline,W,573,1 +414046,37.990239,-122.132554,4,Contra Costa,SR4-W,3,Mainline,W,574,1 +402834,37.990552,-122.130959,4,Contra Costa,SR4-W,3,Mainline,W,575,1 +402514,37.993945,-122.122364,4,Contra Costa,SR4-W,3,Mainline,W,576,1 +414306,37.994194,-122.121907,4,Contra Costa,SR4-W,3,Mainline,W,577,1 +402511,37.996593,-122.11338,4,Contra Costa,SR4-W,3,Mainline,W,578,1 +402509,37.994441,-122.106976,4,Contra Costa,SR4-W,3,Mainline,W,579,1 +414050,37.992454,-122.10187,4,Contra Costa,SR4-W,3,Mainline,W,580,1 +402507,37.990725,-122.094956,4,Contra Costa,SR4-W,3,Mainline,W,581,1 +414056,37.990878,-122.092761,4,Contra Costa,SR4-W,3,Mainline,W,582,1 +402836,37.991269,-122.086531,4,Contra Costa,SR4-W,3,Mainline,W,583,1 +402208,37.991988,-122.078142,4,Contra Costa,SR4-W,2,Mainline,W,584,1 +401951,37.992454,-122.076392,4,Contra Costa,SR4-W,2,Mainline,W,585,1 +414053,37.992687,-122.075672,4,Contra Costa,SR4-W,2,Mainline,W,586,1 +405583,37.993908,-122.07206,4,Contra Costa,SR4-W,2,Mainline,W,587,1 +401756,37.995123,-122.068515,4,Contra Costa,SR4-W,3,Mainline,W,588,1 +414060,37.998134,-122.061239,4,Contra Costa,SR4-W,2,Mainline,W,589,1 +414311,38.001561,-122.051391,4,Contra Costa,SR4-W,2,Mainline,W,590,1 +402206,38.002575,-122.047364,4,Contra Costa,SR4-W,2,Mainline,W,591,1 +405585,38.00796,-122.032413,4,Contra Costa,SR4-W,3,Mainline,W,592,1 +414058,38.008721,-122.029848,4,Contra Costa,SR4-W,3,Mainline,W,593,1 +400516,38.009807,-122.023367,4,Contra Costa,SR4-W,2,Mainline,W,594,1 +402204,38.01195,-122.009481,4,Contra Costa,SR4-W,4,Mainline,W,595,1 +401476,38.013608,-121.99884,4,Contra Costa,SR4-W,4,Mainline,W,596,1 +400993,38.016167,-121.992426,4,Contra Costa,SR4-W,4,Mainline,W,597,1 +406063,38.018935,-121.987574,4,Contra Costa,SR4-W,5,Mainline,W,598,1 +407238,38.021449,-121.981785,4,Contra Costa,SR4-W,5,Mainline,W,599,1 +406064,38.023842,-121.974729,4,Contra Costa,SR4-W,5,Mainline,W,600,1 +405274,38.023805,-121.969427,4,Contra Costa,SR4-W,4,Mainline,W,601,1 +405276,38.023048,-121.965504,4,Contra Costa,SR4-W,4,Mainline,W,602,1 +405275,38.022488,-121.962645,4,Contra Costa,SR4-W,4,Mainline,W,603,1 +402504,38.021948,-121.959789,4,Contra Costa,SR4-W,4,Mainline,W,604,1 +404358,38.020929,-121.954613,4,Contra Costa,SR4-W,4,Mainline,W,605,1 +401526,38.019378,-121.949271,4,Contra Costa,SR4-W,4,Mainline,W,606,1 +404360,38.019098,-121.942678,4,Contra Costa,SR4-W,5,Mainline,W,607,1 +414043,38.019105,-121.939375,4,Contra Costa,SR4-W,5,Mainline,W,608,1 +404877,38.019108,-121.939005,4,Contra Costa,SR4-W,4,Mainline,W,609,1 +414057,38.019567,-121.924775,4,Contra Costa,SR4-W,4,Mainline,W,610,1 +401825,38.019902,-121.901355,4,Contra Costa,SR4-W,4,Mainline,W,611,1 +401827,38.017781,-121.892161,4,Contra Costa,SR4-W,4,Mainline,W,612,1 +402501,38.015328,-121.88184,4,Contra Costa,SR4-W,4,Mainline,W,613,1 +401830,38.013862,-121.875409,4,Contra Costa,SR4-W,5,Mainline,W,614,1 +408164,38.012389,-121.86926,4,Contra Costa,SR4-W,4,Mainline,W,615,1 +402068,38.008612,-121.854384,4,Contra Costa,SR4-W,5,Mainline,W,616,1 +408165,38.007951,-121.851962,4,Contra Costa,SR4-W,5,Mainline,W,617,1 +408615,38.004306,-121.838771,4,Contra Costa,SR4-W,4,Mainline,W,618,1 +411075,38.002294,-121.831484,4,Contra Costa,SR4-W,5,Mainline,W,619,1 +409966,38.000002,-121.823153,4,Contra Costa,SR4-W,4,Mainline,W,620,1 +409968,37.998186,-121.81561,4,Contra Costa,SR4-W,5,Mainline,W,621,1 +416940,37.998257,-121.809077,4,Contra Costa,SR4-W,4,Mainline,W,622,1 +402490,37.998257,-121.808341,4,Contra Costa,SR4-W,2,Mainline,W,623,1 +416943,37.998257,-121.80301,4,Contra Costa,SR4-W,4,Mainline,W,624,1 +416459,37.998174,-121.796584,4,Contra Costa,SR4-W,5,Mainline,W,625,1 +414719,37.996667,-121.787405,4,Contra Costa,SR4-W,4,Mainline,W,626,1 +402488,37.996143,-121.784344,4,Contra Costa,SR4-W,2,Mainline,W,627,1 +414839,37.996052,-121.783807,4,Contra Costa,SR4-W,3,Mainline,W,628,1 +414840,37.995682,-121.781646,4,Contra Costa,SR4-W,3,Mainline,W,629,1 +414838,37.995014,-121.777705,4,Contra Costa,SR4-W,4,Mainline,W,630,1 +414837,37.993777,-121.770891,4,Contra Costa,SR4-W,4,Mainline,W,631,1 +421977,37.991289,-121.763626,4,Contra Costa,SR4-W,3,Mainline,W,632,1 +402483,37.990747,-121.759823,4,Contra Costa,SR4-W,1,Mainline,W,633,1 +405746,37.990594,-121.758554,4,Contra Costa,SR4-W,3,Mainline,W,634,1 +402085,37.990264,-121.75602,4,Contra Costa,SR4-W,3,Mainline,W,635,1 +402089,37.983658,-121.747439,4,Contra Costa,SR4-W,2,Mainline,W,636,1 +402087,37.981027,-121.745487,4,Contra Costa,SR4-W,3,Mainline,W,637,1 +402092,37.97175,-121.739085,4,Contra Costa,SR4-W,2,Mainline,W,638,1 +402093,37.965277,-121.739626,4,Contra Costa,SR4-W,2,Mainline,W,639,1 +402095,37.965265,-121.739634,4,Contra Costa,SR4-W,2,Mainline,W,640,1 +408166,37.953027,-121.744424,4,Contra Costa,SR4-W,2,Mainline,W,641,1 +402098,37.952476,-121.744429,4,Contra Costa,SR4-W,2,Mainline,W,642,1 +408619,37.944701,-121.741896,4,Contra Costa,SR4-W,2,Mainline,W,643,1 +424105,37.934566,-121.737101,4,Contra Costa,SR4-W,2,Mainline,W,644,1 +424106,37.928737,-121.734302,4,Contra Costa,SR4-W,2,Mainline,W,645,1 +424104,37.924364,-121.732557,4,Contra Costa,SR4-W,1,Mainline,W,646,1 +424111,37.9228,-121.732189,4,Contra Costa,SR4-W,1,Mainline,W,647,1 +424110,37.917144,-121.732127,4,Contra Costa,SR4-W,1,Mainline,W,648,1 +406788,38.222236,-122.250404,4,Napa,SR12-E,2,Mainline,E,649,1 +406789,38.221321,-122.24176,4,Napa,SR12-E,2,Mainline,E,650,1 +406790,38.217324,-122.226189,4,Napa,SR12-E,2,Mainline,E,651,1 +406791,38.214351,-122.217515,4,Napa,SR12-E,2,Mainline,E,652,1 +406792,38.212014,-122.210112,4,Napa,SR12-E,2,Mainline,E,653,1 +421688,38.208856,-122.19956,4,Solano,SR12-E,2,Mainline,E,654,1 +409478,38.208414,-122.186859,4,Solano,SR12-E,2,Mainline,E,655,1 +409479,38.207555,-122.182448,4,Solano,SR12-E,2,Mainline,E,656,1 +409480,38.206534,-122.178479,4,Solano,SR12-E,2,Mainline,E,657,1 +409481,38.207685,-122.166415,4,Solano,SR12-E,2,Mainline,E,658,1 +420469,38.207657,-122.157066,4,Solano,SR12-E,1,Mainline,E,659,1 +406793,38.222234,-122.250388,4,Napa,SR12-W,2,Mainline,W,660,1 +406794,38.221322,-122.241749,4,Napa,SR12-W,2,Mainline,W,661,1 +406795,38.217263,-122.226022,4,Napa,SR12-W,2,Mainline,W,662,1 +406796,38.214352,-122.217516,4,Napa,SR12-W,2,Mainline,W,663,1 +407239,38.212014,-122.210113,4,Napa,SR12-W,2,Mainline,W,664,1 +403471,37.06113,-122.004466,4,Santa Cruz,SR17-N,2,Mainline,N,665,1 +404365,37.141139,-121.98489,4,Santa Cruz,SR17-N,2,Mainline,N,666,1 +400108,37.190197,-121.992771,4,Santa Clara,SR17-N,2,Mainline,N,667,1 +400154,37.226342,-121.975157,4,Santa Clara,SR17-N,2,Mainline,N,668,1 +405279,37.235009,-121.97043,4,Santa Clara,SR17-N,2,Mainline,N,669,1 +400649,37.251741,-121.958118,4,Santa Clara,SR17-N,2,Mainline,N,670,1 +400715,37.256205,-121.955355,4,Santa Clara,SR17-N,2,Mainline,N,671,1 +400240,37.258184,-121.953853,4,Santa Clara,SR17-N,3,Mainline,N,672,1 +403329,37.270267,-121.947353,4,Santa Clara,SR17-N,3,Mainline,N,673,1 +400436,37.271687,-121.947037,4,Santa Clara,SR17-N,4,Mainline,N,674,1 +400221,37.293614,-121.937899,4,Santa Clara,SR17-N,3,Mainline,N,675,1 +404370,37.296028,-121.939132,4,Santa Clara,SR17-N,4,Mainline,N,676,1 +403475,37.061194,-122.004672,4,Santa Cruz,SR17-S,2,Mainline,S,677,1 +405586,37.140242,-121.984686,4,Santa Cruz,SR17-S,2,Mainline,S,678,1 +400416,37.227752,-121.974276,4,Santa Clara,SR17-S,2,Mainline,S,679,1 +405281,37.235056,-121.970625,4,Santa Clara,SR17-S,2,Mainline,S,680,1 +404378,37.249976,-121.959331,4,Santa Clara,SR17-S,3,Mainline,S,681,1 +400832,37.254601,-121.956775,4,Santa Clara,SR17-S,3,Mainline,S,682,1 +400073,37.2563,-121.955559,4,Santa Clara,SR17-S,2,Mainline,S,683,1 +400278,37.266561,-121.948692,4,Santa Clara,SR17-S,3,Mainline,S,684,1 +400298,37.293047,-121.937861,4,Santa Clara,SR17-S,3,Mainline,S,685,1 +400100,37.295052,-121.938872,4,Santa Clara,SR17-S,3,Mainline,S,686,1 +403280,37.827864,-122.267,4,Alameda,SR24-E,3,Mainline,E,687,1 +400655,37.829582,-122.266637,4,Alameda,SR24-E,4,Mainline,E,688,1 +401381,37.835333,-122.265611,4,Alameda,SR24-E,4,Mainline,E,689,1 +400103,37.839085,-122.26443,4,Alameda,SR24-E,4,Mainline,E,690,1 +402202,37.843252,-122.254814,4,Alameda,SR24-E,4,Mainline,E,691,1 +402479,37.849522,-122.241018,4,Alameda,SR24-E,4,Mainline,E,692,1 +407990,37.848686,-122.225718,4,Alameda,SR24-E,4,Mainline,E,693,1 +404381,37.851048,-122.222784,4,Alameda,SR24-E,4,Mainline,E,694,1 +407992,37.85316,-122.221654,4,Alameda,SR24-E,4,Mainline,E,695,1 +407987,37.861705,-122.209368,4,Contra Costa,SR24-E,4,Mainline,E,696,1 +400048,37.86726,-122.199105,4,Contra Costa,SR24-E,4,Mainline,E,697,1 +401687,37.868707,-122.194653,4,Contra Costa,SR24-E,4,Mainline,E,698,1 +400736,37.872735,-122.18927,4,Contra Costa,SR24-E,4,Mainline,E,699,1 +400438,37.87761,-122.184005,4,Contra Costa,SR24-E,4,Mainline,E,700,1 +400345,37.882713,-122.1802,4,Contra Costa,SR24-E,5,Mainline,E,701,1 +400389,37.887084,-122.177406,4,Contra Costa,SR24-E,5,Mainline,E,702,1 +401681,37.890212,-122.17369,4,Contra Costa,SR24-E,5,Mainline,E,703,1 +401746,37.892433,-122.167031,4,Contra Costa,SR24-E,4,Mainline,E,704,1 +400323,37.892701,-122.16068,4,Contra Costa,SR24-E,4,Mainline,E,705,1 +400171,37.891457,-122.152067,4,Contra Costa,SR24-E,4,Mainline,E,706,1 +400579,37.890953,-122.148661,4,Contra Costa,SR24-E,4,Mainline,E,707,1 +400532,37.890463,-122.137515,4,Contra Costa,SR24-E,4,Mainline,E,708,1 +402476,37.891579,-122.13026,4,Contra Costa,SR24-E,4,Mainline,E,709,1 +400251,37.893156,-122.123812,4,Contra Costa,SR24-E,4,Mainline,E,710,1 +400197,37.895088,-122.112962,4,Contra Costa,SR24-E,4,Mainline,E,711,1 +400494,37.895807,-122.108492,4,Contra Costa,SR24-E,5,Mainline,E,712,1 +401684,37.897341,-122.099019,4,Contra Costa,SR24-E,4,Mainline,E,713,1 +401002,37.897666,-122.09174,4,Contra Costa,SR24-E,4,Mainline,E,714,1 +400946,37.89776,-122.086814,4,Contra Costa,SR24-E,5,Mainline,E,715,1 +400748,37.89729,-122.081421,4,Contra Costa,SR24-E,6,Mainline,E,716,1 +401390,37.827408,-122.267734,4,Alameda,SR24-W,3,Mainline,W,717,1 +400406,37.83111,-122.266925,4,Alameda,SR24-W,4,Mainline,W,718,1 +400224,37.835531,-122.266013,4,Alameda,SR24-W,4,Mainline,W,719,1 +404668,37.836532,-122.265822,4,Alameda,SR24-W,4,Mainline,W,720,1 +400083,37.839128,-122.264826,4,Alameda,SR24-W,4,Mainline,W,721,1 +402480,37.842559,-122.25791,4,Alameda,SR24-W,4,Mainline,W,722,1 +402201,37.846642,-122.247226,4,Alameda,SR24-W,4,Mainline,W,723,1 +402481,37.849812,-122.237592,4,Alameda,SR24-W,4,Mainline,W,724,1 +402200,37.849093,-122.231287,4,Alameda,SR24-W,4,Mainline,W,725,1 +407995,37.84877,-122.226571,4,Alameda,SR24-W,4,Mainline,W,726,1 +404385,37.85081,-122.223193,4,Alameda,SR24-W,4,Mainline,W,727,1 +408000,37.852296,-122.222499,4,Alameda,SR24-W,4,Mainline,W,728,1 +407997,37.862139,-122.209838,4,Contra Costa,SR24-W,4,Mainline,W,729,1 +400989,37.867462,-122.200125,4,Contra Costa,SR24-W,4,Mainline,W,730,1 +400101,37.872945,-122.189548,4,Contra Costa,SR24-W,5,Mainline,W,731,1 +400617,37.878808,-122.185235,4,Contra Costa,SR24-W,4,Mainline,W,732,1 +400413,37.881791,-122.181562,4,Contra Costa,SR24-W,4,Mainline,W,733,1 +401689,37.888027,-122.177148,4,Contra Costa,SR24-W,5,Mainline,W,734,1 +400747,37.891089,-122.172893,4,Contra Costa,SR24-W,5,Mainline,W,735,1 +400354,37.892849,-122.166614,4,Contra Costa,SR24-W,5,Mainline,W,736,1 +401683,37.892591,-122.156901,4,Contra Costa,SR24-W,5,Mainline,W,737,1 +400800,37.892206,-122.154409,4,Contra Costa,SR24-W,5,Mainline,W,738,1 +400600,37.891528,-122.149959,4,Contra Costa,SR24-W,5,Mainline,W,739,1 +400616,37.891578,-122.142555,4,Contra Costa,SR24-W,4,Mainline,W,740,1 +400619,37.891509,-122.132425,4,Contra Costa,SR24-W,4,Mainline,W,741,1 +401423,37.893061,-122.12582,4,Contra Costa,SR24-W,4,Mainline,W,742,1 +400550,37.89455,-122.118824,4,Contra Costa,SR24-W,4,Mainline,W,743,1 +400878,37.895657,-122.111891,4,Contra Costa,SR24-W,5,Mainline,W,744,1 +400289,37.896274,-122.107979,4,Contra Costa,SR24-W,5,Mainline,W,745,1 +401692,37.897512,-122.10034,4,Contra Costa,SR24-W,4,Mainline,W,746,1 +400604,37.89803,-122.09204,4,Contra Costa,SR24-W,4,Mainline,W,747,1 +400580,37.89816,-122.087509,4,Contra Costa,SR24-W,5,Mainline,W,748,1 +401482,37.897809,-122.082484,4,Contra Costa,SR24-W,6,Mainline,W,749,1 +403744,36.943913,-121.502887,4,San Benito,SR25-N,1,Mainline,N,750,1 +401674,36.948171,-121.5126,4,Santa Clara,SR25-N,1,Mainline,N,751,1 +401679,36.950307,-121.521774,4,Santa Clara,SR25-N,1,Mainline,N,752,1 +401677,36.9526,-121.527113,4,Santa Clara,SR25-N,1,Mainline,N,753,1 +401682,36.954824,-121.52944,4,Santa Clara,SR25-N,1,Mainline,N,754,1 +401680,36.962635,-121.54368,4,Santa Clara,SR25-N,1,Mainline,N,755,1 +401666,36.950307,-121.521775,4,Santa Clara,SR25-S,1,Mainline,S,756,1 +401678,36.952601,-121.527114,4,Santa Clara,SR25-S,1,Mainline,S,757,1 +422007,38.083089,-122.54089,4,Marin,SR37-E,2,Mainline,E,758,1 +402039,38.098527,-122.520036,4,Marin,SR37-E,2,Mainline,E,759,1 +402041,38.105662,-122.511247,4,Marin,SR37-E,2,Mainline,E,760,1 +402043,38.121444,-122.497006,4,Sonoma,SR37-E,2,Mainline,E,761,1 +402045,38.154841,-122.422072,4,Sonoma,SR37-E,1,Mainline,E,762,1 +402047,38.117426,-122.289217,4,Solano,SR37-E,2,Mainline,E,763,1 +401706,38.121597,-122.27723,4,Solano,SR37-E,2,Mainline,E,764,1 +401702,38.123781,-122.271749,4,Solano,SR37-E,2,Mainline,E,765,1 +401696,38.137096,-122.256692,4,Solano,SR37-E,2,Mainline,E,766,1 +401694,38.140282,-122.253117,4,Solano,SR37-E,3,Mainline,E,767,1 +401701,38.14186,-122.246347,4,Solano,SR37-E,2,Mainline,E,768,1 +402049,38.141243,-122.232302,4,Solano,SR37-E,2,Mainline,E,769,1 +402051,38.140566,-122.222246,4,Solano,SR37-E,4,Mainline,E,770,1 +422009,38.084392,-122.538845,4,Marin,SR37-W,2,Mainline,W,771,1 +402038,38.098652,-122.520221,4,Marin,SR37-W,2,Mainline,W,772,1 +402040,38.105801,-122.511444,4,Marin,SR37-W,2,Mainline,W,773,1 +402042,38.121611,-122.497174,4,Sonoma,SR37-W,2,Mainline,W,774,1 +402044,38.15484,-122.422075,4,Sonoma,SR37-W,1,Mainline,W,775,1 +402046,38.117602,-122.289241,4,Solano,SR37-W,2,Mainline,W,776,1 +401704,38.121697,-122.277273,4,Solano,SR37-W,2,Mainline,W,777,1 +401703,38.123853,-122.271793,4,Solano,SR37-W,2,Mainline,W,778,1 +401693,38.137569,-122.256176,4,Solano,SR37-W,2,Mainline,W,779,1 +401700,38.140335,-122.253057,4,Solano,SR37-W,2,Mainline,W,780,1 +401699,38.141954,-122.246347,4,Solano,SR37-W,2,Mainline,W,781,1 +402048,38.141456,-122.232308,4,Solano,SR37-W,2,Mainline,W,782,1 +402050,38.140802,-122.221723,4,Solano,SR37-W,3,Mainline,W,783,1 +402814,37.793423,-122.382858,4,San Francisco,I80-E,5,Mainline,E,784,0 +402815,37.799144,-122.376772,4,San Francisco,I80-E,5,Mainline,E,785,0 +402816,37.804603,-122.37087,4,San Francisco,I80-E,5,Mainline,E,786,0 +402817,37.807966,-122.367285,4,San Francisco,I80-E,5,Mainline,E,787,0 +420340,37.811826,-122.363109,4,San Francisco,I80-E,5,Mainline,E,788,0 +404896,37.813047,-122.36157,4,San Francisco,I80-E,5,Mainline,E,789,0 +404921,37.814005,-122.359342,4,San Francisco,I80-E,5,Mainline,E,790,0 +404886,37.814439,-122.357984,4,San Francisco,I80-E,5,Mainline,E,791,0 +404923,37.815028,-122.356114,4,San Francisco,I80-E,5,Mainline,E,792,0 +404885,37.816129,-122.352728,4,San Francisco,I80-E,5,Mainline,E,793,0 +404906,37.816684,-122.351037,4,San Francisco,I80-E,5,Mainline,E,794,0 +404891,37.817238,-122.349345,4,San Francisco,I80-E,5,Mainline,E,795,0 +404908,37.817739,-122.347825,4,Alameda,I80-E,5,Mainline,E,796,0 +404889,37.818297,-122.346136,4,Alameda,I80-E,5,Mainline,E,797,0 +404910,37.819207,-122.342869,4,Alameda,I80-E,5,Mainline,E,798,0 +404892,37.819507,-122.34108,4,Alameda,I80-E,5,Mainline,E,799,0 +404912,37.819788,-122.339284,4,Alameda,I80-E,5,Mainline,E,800,0 +404894,37.820069,-122.337488,4,Alameda,I80-E,5,Mainline,E,801,0 +404914,37.820574,-122.334255,4,Alameda,I80-E,5,Mainline,E,802,0 +404897,37.820771,-122.332998,4,Alameda,I80-E,5,Mainline,E,803,0 +404898,37.821192,-122.330304,4,Alameda,I80-E,5,Mainline,E,804,0 +404899,37.821409,-122.32868,4,Alameda,I80-E,5,Mainline,E,805,0 +401546,37.821573,-122.327415,4,Alameda,I80-E,5,Mainline,E,806,0 +404400,37.822124,-122.323635,4,Alameda,I80-E,6,Mainline,E,807,0 +401892,37.824658,-122.307909,4,Alameda,I80-E,6,Mainline,E,808,0 +401657,37.825581,-122.302794,4,Alameda,I80-E,4,Mainline,E,809,0 +401671,37.828559,-122.294113,4,Alameda,I80-E,3,Mainline,E,810,0 +405450,37.830413,-122.293447,4,Alameda,I80-E,3,Mainline,E,811,0 +403430,37.835812,-122.295362,4,Alameda,I80-E,4,Mainline,E,812,0 +401513,37.838814,-122.296557,4,Alameda,I80-E,6,Mainline,E,813,0 +403998,37.846189,-122.298192,4,Alameda,I80-E,5,Mainline,E,814,0 +405589,37.849265,-122.298899,4,Alameda,I80-E,5,Mainline,E,815,0 +400679,37.853676,-122.300011,4,Alameda,I80-E,5,Mainline,E,816,0 +401198,37.858492,-122.30137,4,Alameda,I80-E,5,Mainline,E,817,0 +400432,37.864887,-122.30302,4,Alameda,I80-E,5,Mainline,E,818,0 +400728,37.866567,-122.303586,4,Alameda,I80-E,5,Mainline,E,819,0 +400612,37.871861,-122.305215,4,Alameda,I80-E,5,Mainline,E,820,0 +408632,37.87745,-122.307025,4,Alameda,I80-E,5,Mainline,E,821,0 +401079,37.878155,-122.307214,4,Alameda,I80-E,5,Mainline,E,822,0 +415253,37.884807,-122.308622,4,Alameda,I80-E,5,Mainline,E,823,0 +401901,37.884846,-122.30863,4,Alameda,I80-E,5,Mainline,E,824,0 +401239,37.889597,-122.308245,4,Alameda,I80-E,4,Mainline,E,825,0 +402062,37.89875,-122.309494,4,Contra Costa,I80-E,4,Mainline,E,826,0 +400329,37.903574,-122.31244,4,Contra Costa,I80-E,4,Mainline,E,827,0 +401509,37.904465,-122.313054,4,Contra Costa,I80-E,4,Mainline,E,828,0 +401575,37.909564,-122.31655,4,Contra Costa,I80-E,4,Mainline,E,829,0 +401195,37.912502,-122.317364,4,Contra Costa,I80-E,4,Mainline,E,830,0 +400027,37.914241,-122.317388,4,Contra Costa,I80-E,4,Mainline,E,831,0 +401558,37.91859,-122.317348,4,Contra Costa,I80-E,4,Mainline,E,832,0 +401045,37.924801,-122.320238,4,Contra Costa,I80-E,4,Mainline,E,833,0 +400182,37.925458,-122.320648,4,Contra Costa,I80-E,6,Mainline,E,834,0 +400445,37.932712,-122.325878,4,Contra Costa,I80-E,4,Mainline,E,835,0 +400443,37.937479,-122.325945,4,Contra Costa,I80-E,4,Mainline,E,836,0 +401221,37.943467,-122.323784,4,Contra Costa,I80-E,4,Mainline,E,837,0 +405754,37.948086,-122.325699,4,Contra Costa,I80-E,4,Mainline,E,838,0 +401228,37.952355,-122.327741,4,Contra Costa,I80-E,4,Mainline,E,839,0 +406652,37.954251,-122.328788,4,Contra Costa,I80-E,4,Mainline,E,840,0 +400770,37.955597,-122.329563,4,Contra Costa,I80-E,4,Mainline,E,841,0 +401895,37.959098,-122.33058,4,Contra Costa,I80-E,4,Mainline,E,842,0 +417277,37.964182,-122.325908,4,Contra Costa,I80-E,4,Mainline,E,843,0 +416790,37.965565,-122.323404,4,Contra Costa,I80-E,4,Mainline,E,844,0 +401243,37.969552,-122.320607,4,Contra Costa,I80-E,4,Mainline,E,845,0 +401551,37.972158,-122.319728,4,Contra Costa,I80-E,5,Mainline,E,846,0 +401209,37.975449,-122.318616,4,Contra Costa,I80-E,4,Mainline,E,847,0 +401260,37.979209,-122.317341,4,Contra Costa,I80-E,4,Mainline,E,848,0 +400082,37.980187,-122.317007,4,Contra Costa,I80-E,4,Mainline,E,849,0 +400976,37.986348,-122.314626,4,Contra Costa,I80-E,4,Mainline,E,850,0 +400838,37.988948,-122.312525,4,Contra Costa,I80-E,5,Mainline,E,851,0 +400430,37.991671,-122.308362,4,Contra Costa,I80-E,5,Mainline,E,852,0 +400865,37.99336,-122.301718,4,Contra Costa,I80-E,4,Mainline,E,853,0 +400902,37.993583,-122.300078,4,Contra Costa,I80-E,4,Mainline,E,854,0 +401269,37.996735,-122.286591,4,Contra Costa,I80-E,4,Mainline,E,855,0 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+401219,38.201274,-122.158165,4,Solano,I80-W,4,Mainline,W,1060,0 +410790,38.207525,-122.151042,4,Solano,I80-W,5,Mainline,W,1061,0 +421744,38.209263,-122.148832,4,Solano,I80-W,2,Mainline,W,1062,0 +422796,38.210033,-122.147734,4,Solano,I80-W,5,Mainline,W,1063,0 +401216,38.21022,-122.147452,4,Solano,I80-W,5,Mainline,W,1064,0 +421006,38.21298,-122.143408,4,Solano,I80-W,5,Mainline,W,1065,0 +401782,38.220082,-122.133174,4,Solano,I80-W,5,Mainline,W,1066,0 +401785,38.223755,-122.127691,4,Solano,I80-W,6,Mainline,W,1067,0 +401786,38.227238,-122.121552,4,Solano,I80-W,5,Mainline,W,1068,0 +401788,38.230959,-122.113197,4,Solano,I80-W,5,Mainline,W,1069,0 +413389,38.232855,-122.108831,4,Solano,I80-W,6,Mainline,W,1070,0 +401790,38.234207,-122.105771,4,Solano,I80-W,5,Mainline,W,1071,0 +410791,38.23801,-122.097046,4,Solano,I80-W,5,Mainline,W,1072,0 +410782,38.241901,-122.088193,4,Solano,I80-W,5,Mainline,W,1073,0 +404413,38.248687,-122.071376,4,Solano,I80-W,5,Mainline,W,1074,0 +402003,38.253226,-122.066886,4,Solano,I80-W,4,Mainline,W,1075,0 +401152,38.257563,-122.063217,4,Solano,I80-W,5,Mainline,W,1076,0 +401155,38.259133,-122.061907,4,Solano,I80-W,5,Mainline,W,1077,0 +412696,38.26419,-122.057658,4,Solano,I80-W,4,Mainline,W,1078,0 +410779,38.271273,-122.051651,4,Solano,I80-W,5,Mainline,W,1079,0 +411131,38.282917,-122.041772,4,Solano,I80-W,4,Mainline,W,1080,0 +411132,38.288196,-122.037282,4,Solano,I80-W,4,Mainline,W,1081,0 +410803,38.296973,-122.03414,4,Solano,I80-W,4,Mainline,W,1082,0 +411134,38.302049,-122.034026,4,Solano,I80-W,4,Mainline,W,1083,0 +411137,38.31073,-122.033429,4,Solano,I80-W,4,Mainline,W,1084,0 +409232,38.316871,-122.031008,4,Solano,I80-W,4,Mainline,W,1085,0 +410817,38.324228,-122.024773,4,Solano,I80-W,4,Mainline,W,1086,0 +410814,38.33359,-122.018792,4,Solano,I80-W,4,Mainline,W,1087,0 +401877,38.335912,-122.017281,4,Solano,I80-W,4,Mainline,W,1088,0 +413390,38.341987,-122.010006,4,Solano,I80-W,4,Mainline,W,1089,0 +410811,38.345308,-122.000218,4,Solano,I80-W,4,Mainline,W,1090,0 +408790,38.346893,-121.996082,4,Solano,I80-W,4,Mainline,W,1091,0 +410808,38.349933,-121.988342,4,Solano,I80-W,4,Mainline,W,1092,0 +410805,38.353019,-121.980638,4,Solano,I80-W,4,Mainline,W,1093,0 +408473,38.357776,-121.97501,4,Solano,I80-W,4,Mainline,W,1094,0 +410788,38.362974,-121.96711,4,Solano,I80-W,4,Mainline,W,1095,0 +401923,38.364998,-121.963981,4,Solano,I80-W,4,Mainline,W,1096,0 +410786,38.371532,-121.955582,4,Solano,I80-W,3,Mainline,W,1097,0 +411141,38.375879,-121.950357,4,Solano,I80-W,4,Mainline,W,1098,0 +411140,38.384759,-121.938422,4,Solano,I80-W,4,Mainline,W,1099,0 +402240,38.402318,-121.915787,4,Solano,I80-W,3,Mainline,W,1100,0 +402242,38.410093,-121.905606,4,Solano,I80-W,3,Mainline,W,1101,0 +402244,38.416347,-121.897404,4,Solano,I80-W,3,Mainline,W,1102,0 +403426,38.424813,-121.886281,4,Solano,I80-W,3,Mainline,W,1103,0 +402247,38.430261,-121.879137,4,Solano,I80-W,3,Mainline,W,1104,0 +402249,38.44034,-121.865893,4,Solano,I80-W,3,Mainline,W,1105,0 +402252,38.446157,-121.858439,4,Solano,I80-W,3,Mainline,W,1106,0 +402253,38.450532,-121.852801,4,Solano,I80-W,3,Mainline,W,1107,0 +402254,38.455628,-121.846255,4,Solano,I80-W,3,Mainline,W,1108,0 +402256,38.460724,-121.83971,4,Solano,I80-W,3,Mainline,W,1109,0 +402258,38.465814,-121.833155,4,Solano,I80-W,3,Mainline,W,1110,0 +402260,38.473363,-121.823474,4,Solano,I80-W,3,Mainline,W,1111,0 +402262,38.481149,-121.813543,4,Solano,I80-W,3,Mainline,W,1112,0 +402265,38.489167,-121.803384,4,Solano,I80-W,3,Mainline,W,1113,0 +402267,38.49707,-121.79472,4,Solano,I80-W,3,Mainline,W,1114,0 +402269,38.507719,-121.78334,4,Solano,I80-W,4,Mainline,W,1115,0 +421503,38.513822,-121.776853,4,Solano,I80-W,5,Mainline,W,1116,0 +400729,37.241625,-121.7675,4,Santa Clara,SR85-N,1,Mainline,N,1117,1 +404439,37.241688,-121.772849,4,Santa Clara,SR85-N,3,Mainline,N,1118,1 +401880,37.24082,-121.778693,4,Santa Clara,SR85-N,3,Mainline,N,1119,1 +400410,37.240325,-121.782062,4,Santa Clara,SR85-N,3,Mainline,N,1120,1 +413716,37.242794,-121.803276,4,Santa Clara,SR85-N,3,Mainline,N,1121,1 +400132,37.243208,-121.806387,4,Santa Clara,SR85-N,4,Mainline,N,1122,1 +400444,37.25025,-121.835557,4,Santa Clara,SR85-N,3,Mainline,N,1123,1 +400145,37.251693,-121.838501,4,Santa Clara,SR85-N,3,Mainline,N,1124,1 +400268,37.255651,-121.858078,4,Santa Clara,SR85-N,3,Mainline,N,1125,1 +401555,37.255657,-121.858984,4,Santa Clara,SR85-N,3,Mainline,N,1126,1 +400052,37.255936,-121.874584,4,Santa Clara,SR85-N,3,Mainline,N,1127,1 +400461,37.254781,-121.878917,4,Santa Clara,SR85-N,3,Mainline,N,1128,1 +400750,37.250746,-121.907763,4,Santa Clara,SR85-N,3,Mainline,N,1129,1 +400148,37.250664,-121.912479,4,Santa Clara,SR85-N,3,Mainline,N,1130,1 +400336,37.250624,-121.928209,4,Santa Clara,SR85-N,4,Mainline,N,1131,1 +400713,37.251585,-121.934046,4,Santa Clara,SR85-N,3,Mainline,N,1132,1 +400485,37.254231,-121.949216,4,Santa Clara,SR85-N,3,Mainline,N,1133,1 +400822,37.255715,-121.955375,4,Santa Clara,SR85-N,3,Mainline,N,1134,1 +400464,37.258029,-121.962211,4,Santa Clara,SR85-N,3,Mainline,N,1135,1 +400688,37.259412,-121.966974,4,Santa Clara,SR85-N,4,Mainline,N,1136,1 +404434,37.265521,-121.98154,4,Santa Clara,SR85-N,3,Mainline,N,1137,1 +400222,37.275395,-122.004702,4,Santa Clara,SR85-N,3,Mainline,N,1138,1 +400952,37.279234,-122.01035,4,Santa Clara,SR85-N,3,Mainline,N,1139,1 +401210,37.291198,-122.023391,4,Santa Clara,SR85-N,3,Mainline,N,1140,1 +400507,37.298931,-122.029806,4,Santa Clara,SR85-N,3,Mainline,N,1141,1 +400185,37.303131,-122.034527,4,Santa Clara,SR85-N,3,Mainline,N,1142,1 +400677,37.32001,-122.048757,4,Santa Clara,SR85-N,4,Mainline,N,1143,1 +404435,37.326592,-122.050852,4,Santa Clara,SR85-N,3,Mainline,N,1144,1 +407344,37.331501,-122.054687,4,Santa Clara,SR85-N,3,Mainline,N,1145,1 +407321,37.333648,-122.056851,4,Santa Clara,SR85-N,3,Mainline,N,1146,1 +407331,37.335431,-122.058337,4,Santa Clara,SR85-N,4,Mainline,N,1147,1 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+400894,37.242723,-121.804466,4,Santa Clara,SR85-S,3,Mainline,S,1162,1 +400577,37.249661,-121.835108,4,Santa Clara,SR85-S,4,Mainline,S,1163,1 +400754,37.25151,-121.838854,4,Santa Clara,SR85-S,3,Mainline,S,1164,1 +400519,37.255257,-121.85256,4,Santa Clara,SR85-S,3,Mainline,S,1165,1 +400637,37.255322,-121.855765,4,Santa Clara,SR85-S,3,Mainline,S,1166,1 +400085,37.255594,-121.87471,4,Santa Clara,SR85-S,3,Mainline,S,1167,1 +400690,37.255184,-121.876817,4,Santa Clara,SR85-S,3,Mainline,S,1168,1 +400059,37.250481,-121.907735,4,Santa Clara,SR85-S,3,Mainline,S,1169,1 +400717,37.250424,-121.912467,4,Santa Clara,SR85-S,4,Mainline,S,1170,1 +400772,37.250448,-121.928226,4,Santa Clara,SR85-S,3,Mainline,S,1171,1 +400700,37.251345,-121.934089,4,Santa Clara,SR85-S,3,Mainline,S,1172,1 +400017,37.253303,-121.94544,4,Santa Clara,SR85-S,4,Mainline,S,1173,1 +400934,37.254002,-121.949365,4,Santa Clara,SR85-S,3,Mainline,S,1174,1 +400792,37.255491,-121.955543,4,Santa Clara,SR85-S,3,Mainline,S,1175,1 +400907,37.257815,-121.96237,4,Santa Clara,SR85-S,3,Mainline,S,1176,1 +400213,37.259192,-121.967128,4,Santa Clara,SR85-S,4,Mainline,S,1177,1 +404444,37.265311,-121.981694,4,Santa Clara,SR85-S,3,Mainline,S,1178,1 +400582,37.275212,-122.004898,4,Santa Clara,SR85-S,3,Mainline,S,1179,1 +400097,37.279012,-122.010614,4,Santa Clara,SR85-S,3,Mainline,S,1180,1 +401224,37.291054,-122.023638,4,Santa Clara,SR85-S,3,Mainline,S,1181,1 +400828,37.298804,-122.030071,4,Santa Clara,SR85-S,3,Mainline,S,1182,1 +400648,37.303016,-122.034801,4,Santa Clara,SR85-S,3,Mainline,S,1183,1 +400209,37.319961,-122.049031,4,Santa Clara,SR85-S,4,Mainline,S,1184,1 +407370,37.333574,-122.057007,4,Santa Clara,SR85-S,3,Mainline,S,1185,1 +407373,37.337629,-122.059717,4,Santa Clara,SR85-S,3,Mainline,S,1186,1 +407372,37.344708,-122.059991,4,Santa Clara,SR85-S,3,Mainline,S,1187,1 +407364,37.351529,-122.060518,4,Santa Clara,SR85-S,3,Mainline,S,1188,1 +402061,37.356616,-122.06262,4,Santa Clara,SR85-S,3,Mainline,S,1189,1 +407361,37.363107,-122.063006,4,Santa Clara,SR85-S,3,Mainline,S,1190,1 +407360,37.373187,-122.067646,4,Santa Clara,SR85-S,3,Mainline,S,1191,1 +407352,37.377057,-122.067805,4,Santa Clara,SR85-S,3,Mainline,S,1192,1 +407367,37.379368,-122.067871,4,Santa Clara,SR85-S,3,Mainline,S,1193,1 +407348,37.384273,-122.068412,4,Santa Clara,SR85-S,3,Mainline,S,1194,1 +400528,37.388893,-122.068829,4,Santa Clara,SR85-S,3,Mainline,S,1195,1 +407374,37.395123,-122.068612,4,Santa Clara,SR85-S,3,Mainline,S,1196,1 +400869,37.403673,-122.069953,4,Santa Clara,SR85-S,3,Mainline,S,1197,1 +400149,37.4118,-122.077964,4,Santa Clara,SR85-S,3,Mainline,S,1198,1 +401937,37.411338,-122.076826,4,Santa Clara,SR85-S,4,Mainline,S,1199,1 +405613,37.262704,-121.858533,4,Santa Clara,SR87-N,2,Mainline,N,1200,1 +400280,37.26198,-121.858479,4,Santa Clara,SR87-N,3,Mainline,N,1201,1 +401129,37.265284,-121.858973,4,Santa Clara,SR87-N,4,Mainline,N,1202,1 +401957,37.270311,-121.861079,4,Santa Clara,SR87-N,3,Mainline,N,1203,1 +404451,37.27263,-121.862544,4,Santa Clara,SR87-N,3,Mainline,N,1204,1 +400178,37.276874,-121.863698,4,Santa Clara,SR87-N,2,Mainline,N,1205,1 +401567,37.279628,-121.864838,4,Santa Clara,SR87-N,4,Mainline,N,1206,1 +404452,37.284773,-121.867709,4,Santa Clara,SR87-N,2,Mainline,N,1207,1 +401597,37.2874,-121.869623,4,Santa Clara,SR87-N,3,Mainline,N,1208,1 +400418,37.291828,-121.871836,4,Santa Clara,SR87-N,3,Mainline,N,1209,1 +400654,37.297486,-121.874117,4,Santa Clara,SR87-N,3,Mainline,N,1210,1 +400664,37.303458,-121.878143,4,Santa Clara,SR87-N,3,Mainline,N,1211,1 +404453,37.309111,-121.882596,4,Santa Clara,SR87-N,3,Mainline,N,1212,1 +400258,37.313462,-121.886197,4,Santa Clara,SR87-N,3,Mainline,N,1213,1 +400916,37.320404,-121.89031,4,Santa Clara,SR87-N,3,Mainline,N,1214,1 +400563,37.325124,-121.893062,4,Santa Clara,SR87-N,3,Mainline,N,1215,1 +402056,37.328954,-121.895643,4,Santa Clara,SR87-N,3,Mainline,N,1216,1 +402059,37.337479,-121.897848,4,Santa Clara,SR87-N,4,Mainline,N,1217,1 +402118,37.344411,-121.902181,4,Santa Clara,SR87-N,3,Mainline,N,1218,1 +409524,37.348448,-121.907247,4,Santa Clara,SR87-N,3,Mainline,N,1219,1 +409525,37.362566,-121.917493,4,Santa Clara,SR87-N,3,Mainline,N,1220,1 +409526,37.366737,-121.921627,4,Santa Clara,SR87-N,3,Mainline,N,1221,1 +401817,37.371274,-121.926917,4,Santa Clara,SR87-N,4,Mainline,N,1222,1 +400842,37.261849,-121.859205,4,Santa Clara,SR87-S,2,Mainline,S,1223,1 +401154,37.265167,-121.858959,4,Santa Clara,SR87-S,3,Mainline,S,1224,1 +401958,37.270209,-121.860998,4,Santa Clara,SR87-S,3,Mainline,S,1225,1 +404462,37.272658,-121.862556,4,Santa Clara,SR87-S,3,Mainline,S,1226,1 +400457,37.276763,-121.863661,4,Santa Clara,SR87-S,2,Mainline,S,1227,1 +401457,37.279515,-121.864784,4,Santa Clara,SR87-S,4,Mainline,S,1228,1 +405619,37.284665,-121.867631,4,Santa Clara,SR87-S,2,Mainline,S,1229,1 +401606,37.287298,-121.869548,4,Santa Clara,SR87-S,3,Mainline,S,1230,1 +400257,37.291715,-121.871799,4,Santa Clara,SR87-S,3,Mainline,S,1231,1 +400040,37.294949,-121.873109,4,Santa Clara,SR87-S,3,Mainline,S,1232,1 +400837,37.303359,-121.878066,4,Santa Clara,SR87-S,3,Mainline,S,1233,1 +404461,37.309012,-121.882518,4,Santa Clara,SR87-S,4,Mainline,S,1234,1 +400995,37.313375,-121.886106,4,Santa Clara,SR87-S,5,Mainline,S,1235,1 +400065,37.320292,-121.890281,4,Santa Clara,SR87-S,2,Mainline,S,1236,1 +400236,37.325009,-121.892984,4,Santa Clara,SR87-S,3,Mainline,S,1237,1 +402057,37.336401,-121.897563,4,Santa Clara,SR87-S,4,Mainline,S,1238,1 +402058,37.337137,-121.897741,4,Santa Clara,SR87-S,3,Mainline,S,1239,1 +402117,37.344302,-121.902123,4,Santa Clara,SR87-S,3,Mainline,S,1240,1 +409528,37.362467,-121.917418,4,Santa Clara,SR87-S,3,Mainline,S,1241,1 +409529,37.366662,-121.921519,4,Santa Clara,SR87-S,3,Mainline,S,1242,1 +401816,37.37116,-121.926885,4,Santa Clara,SR87-S,2,Mainline,S,1243,1 +401547,37.507109,-122.338144,4,San Mateo,SR92-E,2,Mainline,E,1244,1 +417374,37.515412,-122.328878,4,San Mateo,SR92-E,2,Mainline,E,1245,1 +401453,37.524638,-122.332182,4,San Mateo,SR92-E,2,Mainline,E,1246,1 +401012,37.531919,-122.329851,4,San Mateo,SR92-E,2,Mainline,E,1247,1 +401426,37.547452,-122.32065,4,San Mateo,SR92-E,2,Mainline,E,1248,1 +421771,37.549838,-122.312717,4,San Mateo,SR92-E,2,Mainline,E,1249,1 +400861,37.550944,-122.310834,4,San Mateo,SR92-E,2,Mainline,E,1250,1 +400314,37.552461,-122.303913,4,San Mateo,SR92-E,2,Mainline,E,1251,1 +401053,37.553842,-122.29183,4,San Mateo,SR92-E,2,Mainline,E,1252,1 +409614,37.555537,-122.286977,4,San Mateo,SR92-E,3,Mainline,E,1253,1 +401402,37.560418,-122.278316,4,San Mateo,SR92-E,4,Mainline,E,1254,1 +401343,37.563622,-122.273387,4,San Mateo,SR92-E,3,Mainline,E,1255,1 +400683,37.56726,-122.269207,4,San Mateo,SR92-E,3,Mainline,E,1256,1 +406688,37.627801,-122.121868,4,Alameda,SR92-E,3,Mainline,E,1257,1 +406685,37.631102,-122.112144,4,Alameda,SR92-E,3,Mainline,E,1258,1 +406695,37.636947,-122.098741,4,Alameda,SR92-E,2,Mainline,E,1259,1 +401223,37.507295,-122.338218,4,San Mateo,SR92-W,2,Mainline,W,1260,1 +417405,37.513786,-122.329448,4,San Mateo,SR92-W,2,Mainline,W,1261,1 +405644,37.520707,-122.331612,4,San Mateo,SR92-W,2,Mainline,W,1262,1 +400504,37.531103,-122.330303,4,San Mateo,SR92-W,2,Mainline,W,1263,1 +401431,37.546647,-122.324375,4,San Mateo,SR92-W,2,Mainline,W,1264,1 +421793,37.549528,-122.313771,4,San Mateo,SR92-W,2,Mainline,W,1265,1 +400905,37.550785,-122.311328,4,San Mateo,SR92-W,2,Mainline,W,1266,1 +400162,37.552538,-122.307782,4,San Mateo,SR92-W,2,Mainline,W,1267,1 +401065,37.553869,-122.293168,4,San Mateo,SR92-W,3,Mainline,W,1268,1 +409635,37.555714,-122.287089,4,San Mateo,SR92-W,4,Mainline,W,1269,1 +401298,37.557273,-122.283726,4,San Mateo,SR92-W,3,Mainline,W,1270,1 +401394,37.560575,-122.278481,4,San Mateo,SR92-W,4,Mainline,W,1271,1 +401305,37.562748,-122.274967,4,San Mateo,SR92-W,3,Mainline,W,1272,1 +400071,37.567395,-122.26939,4,San Mateo,SR92-W,3,Mainline,W,1273,1 +406713,37.628674,-122.119903,4,Alameda,SR92-W,4,Mainline,W,1274,1 +406716,37.631299,-122.112219,4,Alameda,SR92-W,4,Mainline,W,1275,1 +406719,37.635671,-122.101773,4,Alameda,SR92-W,4,Mainline,W,1276,1 +409868,36.91937,-121.547493,4,Santa Clara,US101-N,2,Mainline,N,1277,1 +402294,36.92555,-121.547028,4,Santa Clara,US101-N,2,Mainline,N,1278,1 +409869,36.933636,-121.551222,4,Santa Clara,US101-N,2,Mainline,N,1279,1 +402296,36.938711,-121.552481,4,Santa Clara,US101-N,2,Mainline,N,1280,1 +409870,36.945044,-121.552717,4,Santa Clara,US101-N,2,Mainline,N,1281,1 +402298,36.952216,-121.552213,4,Santa Clara,US101-N,2,Mainline,N,1282,1 +402008,36.958075,-121.551297,4,Santa Clara,US101-N,2,Mainline,N,1283,1 +409893,36.961649,-121.551023,4,Santa Clara,US101-N,2,Mainline,N,1284,1 +402300,36.965869,-121.552149,4,Santa Clara,US101-N,2,Mainline,N,1285,1 +409858,36.97321,-121.554325,4,Santa Clara,US101-N,2,Mainline,N,1286,1 +402302,36.980439,-121.55735,4,Santa Clara,US101-N,2,Mainline,N,1287,1 +409865,36.985369,-121.558479,4,Santa Clara,US101-N,3,Mainline,N,1288,1 +402011,36.9996,-121.555853,4,Santa Clara,US101-N,3,Mainline,N,1289,1 +409889,37.001927,-121.555986,4,Santa Clara,US101-N,3,Mainline,N,1290,1 +409884,37.00378,-121.556453,4,Santa Clara,US101-N,4,Mainline,N,1291,1 +414192,37.010623,-121.55997,4,Santa Clara,US101-N,3,Mainline,N,1292,1 +409892,37.015136,-121.562462,4,Santa Clara,US101-N,3,Mainline,N,1293,1 +410112,37.01939,-121.564786,4,Santa Clara,US101-N,3,Mainline,N,1294,1 +409878,37.021778,-121.566106,4,Santa Clara,US101-N,3,Mainline,N,1295,1 +409881,37.025098,-121.5679,4,Santa Clara,US101-N,3,Mainline,N,1296,1 +409873,37.040108,-121.575953,4,Santa Clara,US101-N,3,Mainline,N,1297,1 +402314,37.044741,-121.578022,4,Santa Clara,US101-N,3,Mainline,N,1298,1 +409872,37.052834,-121.581531,4,Santa Clara,US101-N,3,Mainline,N,1299,1 +410515,37.057774,-121.583661,4,Santa Clara,US101-N,3,Mainline,N,1300,1 +410106,37.060792,-121.584968,4,Santa Clara,US101-N,3,Mainline,N,1301,1 +421640,37.066694,-121.587509,4,Santa Clara,US101-N,3,Mainline,N,1302,1 +401592,37.070515,-121.589243,4,Santa Clara,US101-N,3,Mainline,N,1303,1 +409856,37.071597,-121.58977,4,Santa Clara,US101-N,3,Mainline,N,1304,1 +402321,37.081974,-121.595454,4,Santa Clara,US101-N,3,Mainline,N,1305,1 +410108,37.087426,-121.598455,4,Santa Clara,US101-N,3,Mainline,N,1306,1 +409859,37.089952,-121.599842,4,Santa Clara,US101-N,3,Mainline,N,1307,1 +409880,37.097388,-121.60395,4,Santa Clara,US101-N,3,Mainline,N,1308,1 +402327,37.103108,-121.60944,4,Santa Clara,US101-N,3,Mainline,N,1309,1 +409877,37.107061,-121.614493,4,Santa Clara,US101-N,3,Mainline,N,1310,1 +402328,37.112261,-121.621044,4,Santa Clara,US101-N,3,Mainline,N,1311,1 +411233,37.119108,-121.626023,4,Santa Clara,US101-N,3,Mainline,N,1312,1 +413786,37.121459,-121.627416,4,Santa Clara,US101-N,4,Mainline,N,1313,1 +401581,37.13061,-121.632802,4,Santa Clara,US101-N,3,Mainline,N,1314,1 +401578,37.133642,-121.634578,4,Santa Clara,US101-N,3,Mainline,N,1315,1 +401586,37.140251,-121.639919,4,Santa Clara,US101-N,3,Mainline,N,1316,1 +410099,37.145422,-121.644905,4,Santa Clara,US101-N,3,Mainline,N,1317,1 +401660,37.152456,-121.65189,4,Santa Clara,US101-N,3,Mainline,N,1318,1 +401663,37.154637,-121.653989,4,Santa Clara,US101-N,4,Mainline,N,1319,1 +410096,37.158365,-121.657728,4,Santa Clara,US101-N,4,Mainline,N,1320,1 +402337,37.163058,-121.663633,4,Santa Clara,US101-N,4,Mainline,N,1321,1 +402339,37.168787,-121.668555,4,Santa Clara,US101-N,4,Mainline,N,1322,1 +410097,37.175213,-121.675592,4,Santa Clara,US101-N,4,Mainline,N,1323,1 +402341,37.180554,-121.681139,4,Santa Clara,US101-N,4,Mainline,N,1324,1 +410098,37.185879,-121.686122,4,Santa Clara,US101-N,4,Mainline,N,1325,1 +407429,37.188785,-121.690165,4,Santa Clara,US101-N,4,Mainline,N,1326,1 +401662,37.19253,-121.695462,4,Santa Clara,US101-N,4,Mainline,N,1327,1 +402343,37.196849,-121.701575,4,Santa Clara,US101-N,4,Mainline,N,1328,1 +401670,37.201089,-121.708235,4,Santa Clara,US101-N,4,Mainline,N,1329,1 +410100,37.204456,-121.71414,4,Santa Clara,US101-N,4,Mainline,N,1330,1 +400237,37.210372,-121.723483,4,Santa Clara,US101-N,4,Mainline,N,1331,1 +402345,37.215727,-121.728741,4,Santa Clara,US101-N,4,Mainline,N,1332,1 +401658,37.220762,-121.734732,4,Santa Clara,US101-N,4,Mainline,N,1333,1 +410083,37.226114,-121.741622,4,Santa Clara,US101-N,4,Mainline,N,1334,1 +410084,37.234838,-121.75609,4,Santa Clara,US101-N,6,Mainline,N,1335,1 +402347,37.239343,-121.764097,4,Santa Clara,US101-N,4,Mainline,N,1336,1 +400181,37.244125,-121.772528,4,Santa Clara,US101-N,4,Mainline,N,1337,1 +400014,37.245818,-121.775473,4,Santa Clara,US101-N,5,Mainline,N,1338,1 +402350,37.248955,-121.781141,4,Santa Clara,US101-N,4,Mainline,N,1339,1 +400474,37.256295,-121.794639,4,Santa Clara,US101-N,4,Mainline,N,1340,1 +404519,37.26409,-121.800811,4,Santa Clara,US101-N,4,Mainline,N,1341,1 +402353,37.2712,-121.803139,4,Santa Clara,US101-N,4,Mainline,N,1342,1 +400858,37.281279,-121.807832,4,Santa Clara,US101-N,4,Mainline,N,1343,1 +413782,37.296128,-121.810444,4,Santa Clara,US101-N,4,Mainline,N,1344,1 +402355,37.299781,-121.813351,4,Santa Clara,US101-N,4,Mainline,N,1345,1 +400325,37.304612,-121.818006,4,Santa Clara,US101-N,4,Mainline,N,1346,1 +400591,37.304727,-121.818118,4,Santa Clara,US101-N,5,Mainline,N,1347,1 +402356,37.307829,-121.821116,4,Santa Clara,US101-N,5,Mainline,N,1348,1 +402358,37.314719,-121.827787,4,Santa Clara,US101-N,5,Mainline,N,1349,1 +413205,37.319673,-121.832538,4,Santa Clara,US101-N,4,Mainline,N,1350,1 +400195,37.321278,-121.834098,4,Santa Clara,US101-N,4,Mainline,N,1351,1 +402359,37.329728,-121.842102,4,Santa Clara,US101-N,4,Mainline,N,1352,1 +401908,37.335284,-121.847662,4,Santa Clara,US101-N,4,Mainline,N,1353,1 +400804,37.336089,-121.848437,4,Santa Clara,US101-N,4,Mainline,N,1354,1 +402361,37.336549,-121.848881,4,Santa Clara,US101-N,4,Mainline,N,1355,1 +400400,37.34241,-121.854543,4,Santa Clara,US101-N,4,Mainline,N,1356,1 +401890,37.343447,-121.855539,4,Santa Clara,US101-N,5,Mainline,N,1357,1 +400996,37.350928,-121.862378,4,Santa Clara,US101-N,4,Mainline,N,1358,1 +400668,37.35512,-121.866967,4,Santa Clara,US101-N,4,Mainline,N,1359,1 +402362,37.358996,-121.871981,4,Santa Clara,US101-N,4,Mainline,N,1360,1 +400965,37.363311,-121.893592,4,Santa Clara,US101-N,4,Mainline,N,1361,1 +400001,37.364085,-121.901149,4,Santa Clara,US101-N,5,Mainline,N,1362,1 +404753,37.364689,-121.902989,4,Santa Clara,US101-N,5,Mainline,N,1363,1 +402364,37.368104,-121.90788,4,Santa Clara,US101-N,4,Mainline,N,1364,1 +400863,37.371809,-121.91655,4,Santa Clara,US101-N,4,Mainline,N,1365,1 +400911,37.372674,-121.922087,4,Santa Clara,US101-N,4,Mainline,N,1366,1 +400760,37.374628,-121.931055,4,Santa Clara,US101-N,4,Mainline,N,1367,1 +400964,37.376685,-121.94075,4,Santa Clara,US101-N,3,Mainline,N,1368,1 +400227,37.377237,-121.943586,4,Santa Clara,US101-N,5,Mainline,N,1369,1 +404521,37.382586,-121.965617,4,Santa Clara,US101-N,4,Mainline,N,1370,1 +400353,37.383125,-121.967496,4,Santa Clara,US101-N,4,Mainline,N,1371,1 +401994,37.385523,-121.975872,4,Santa Clara,US101-N,4,Mainline,N,1372,1 +400246,37.386551,-121.979462,4,Santa Clara,US101-N,4,Mainline,N,1373,1 +402366,37.388542,-121.986478,4,Santa Clara,US101-N,4,Mainline,N,1374,1 +400168,37.391166,-121.995524,4,Santa Clara,US101-N,4,Mainline,N,1375,1 +400790,37.391922,-121.998077,4,Santa Clara,US101-N,5,Mainline,N,1376,1 +402370,37.39592,-122.013438,4,Santa Clara,US101-N,4,Mainline,N,1377,1 +401996,37.396411,-122.015716,4,Santa Clara,US101-N,4,Mainline,N,1378,1 +401997,37.398597,-122.025693,4,Santa Clara,US101-N,4,Mainline,N,1379,1 +404522,37.402071,-122.041627,4,Santa Clara,US101-N,4,Mainline,N,1380,1 +401998,37.404178,-122.05107,4,Santa Clara,US101-N,4,Mainline,N,1381,1 +402372,37.40547,-122.055924,4,Santa Clara,US101-N,4,Mainline,N,1382,1 +401534,37.407511,-122.065278,4,Santa Clara,US101-N,4,Mainline,N,1383,1 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+401474,37.47483,-122.165147,4,San Mateo,US101-N,5,Mainline,N,1398,1 +400388,37.480426,-122.174688,4,San Mateo,US101-N,5,Mainline,N,1399,1 +401927,37.483144,-122.17985,4,San Mateo,US101-N,4,Mainline,N,1400,1 +401653,37.483811,-122.181671,4,San Mateo,US101-N,4,Mainline,N,1401,1 +401872,37.484232,-122.183031,4,San Mateo,US101-N,5,Mainline,N,1402,1 +405673,37.486916,-122.200187,4,San Mateo,US101-N,5,Mainline,N,1403,1 +401874,37.487321,-122.203433,4,San Mateo,US101-N,5,Mainline,N,1404,1 +405679,37.490966,-122.217925,4,San Mateo,US101-N,4,Mainline,N,1405,1 +401835,37.491388,-122.218882,4,San Mateo,US101-N,4,Mainline,N,1406,1 +404531,37.491812,-122.219838,4,San Mateo,US101-N,5,Mainline,N,1407,1 +404532,37.49432,-122.225804,4,San Mateo,US101-N,5,Mainline,N,1408,1 +401834,37.496129,-122.232158,4,San Mateo,US101-N,4,Mainline,N,1409,1 +401833,37.496527,-122.233527,4,San Mateo,US101-N,5,Mainline,N,1410,1 +401929,37.503896,-122.244641,4,San Mateo,US101-N,5,Mainline,N,1411,1 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Mateo,US101-S,5,Mainline,S,1779,1 +401831,37.521616,-122.264949,4,San Mateo,US101-S,4,Mainline,S,1780,1 +402382,37.526779,-122.27078,4,San Mateo,US101-S,4,Mainline,S,1781,1 +402384,37.535766,-122.279937,4,San Mateo,US101-S,4,Mainline,S,1782,1 +401439,37.541393,-122.285108,4,San Mateo,US101-S,4,Mainline,S,1783,1 +401446,37.544196,-122.287712,4,San Mateo,US101-S,4,Mainline,S,1784,1 +400272,37.546868,-122.290231,4,San Mateo,US101-S,4,Mainline,S,1785,1 +400531,37.551205,-122.29422,4,San Mateo,US101-S,5,Mainline,S,1786,1 +400884,37.552362,-122.2953,4,San Mateo,US101-S,5,Mainline,S,1787,1 +407007,37.553623,-122.296488,4,San Mateo,US101-S,4,Mainline,S,1788,1 +402386,37.554651,-122.297487,4,San Mateo,US101-S,4,Mainline,S,1789,1 +402388,37.561364,-122.303829,4,San Mateo,US101-S,4,Mainline,S,1790,1 +405877,37.57004,-122.313214,4,San Mateo,US101-S,4,Mainline,S,1791,1 +403262,37.571692,-122.314996,4,San Mateo,US101-S,4,Mainline,S,1792,1 +400263,37.573665,-122.317153,4,San Mateo,US101-S,5,Mainline,S,1793,1 +400730,37.575865,-122.319539,4,San Mateo,US101-S,5,Mainline,S,1794,1 +401233,37.580145,-122.324183,4,San Mateo,US101-S,4,Mainline,S,1795,1 +400002,37.584097,-122.328465,4,San Mateo,US101-S,5,Mainline,S,1796,1 +400106,37.586325,-122.332169,4,San Mateo,US101-S,5,Mainline,S,1797,1 +400621,37.58677,-122.337944,4,San Mateo,US101-S,5,Mainline,S,1798,1 +401000,37.586941,-122.345424,4,San Mateo,US101-S,5,Mainline,S,1799,1 +400787,37.587138,-122.352354,4,San Mateo,US101-S,5,Mainline,S,1800,1 +400098,37.589264,-122.360143,4,San Mateo,US101-S,4,Mainline,S,1801,1 +400421,37.593761,-122.367078,4,San Mateo,US101-S,5,Mainline,S,1802,1 +400439,37.595859,-122.370348,4,San Mateo,US101-S,5,Mainline,S,1803,1 +403259,37.598722,-122.37472,4,San Mateo,US101-S,5,Mainline,S,1804,1 +401634,37.601853,-122.379526,4,San Mateo,US101-S,5,Mainline,S,1805,1 +401631,37.60296,-122.381221,4,San Mateo,US101-S,4,Mainline,S,1806,1 +400568,37.608375,-122.389578,4,San Mateo,US101-S,6,Mainline,S,1807,1 +400657,37.611521,-122.394365,4,San Mateo,US101-S,6,Mainline,S,1808,1 +401515,37.61287,-122.39602,4,San Mateo,US101-S,5,Mainline,S,1809,1 +400784,37.618053,-122.399121,4,San Mateo,US101-S,5,Mainline,S,1810,1 +400484,37.618753,-122.39936,4,San Mateo,US101-S,5,Mainline,S,1811,1 +400977,37.620575,-122.399975,4,San Mateo,US101-S,4,Mainline,S,1812,1 +400340,37.629746,-122.402661,4,San Mateo,US101-S,4,Mainline,S,1813,1 +400116,37.634035,-122.403213,4,San Mateo,US101-S,4,Mainline,S,1814,1 +400763,37.636976,-122.40429,4,San Mateo,US101-S,4,Mainline,S,1815,1 +400886,37.639558,-122.405568,4,San Mateo,US101-S,5,Mainline,S,1816,1 +406032,37.646215,-122.406517,4,San Mateo,US101-S,4,Mainline,S,1817,1 +400766,37.647089,-122.406584,4,San Mateo,US101-S,4,Mainline,S,1818,1 +401523,37.651292,-122.406933,4,San Mateo,US101-S,4,Mainline,S,1819,1 +408101,37.661758,-122.402363,4,San Mateo,US101-S,4,Mainline,S,1820,1 +401451,37.665037,-122.397511,4,San Mateo,US101-S,4,Mainline,S,1821,1 +408098,37.665359,-122.397143,4,San Mateo,US101-S,4,Mainline,S,1822,1 +402392,37.666959,-122.395578,4,San Mateo,US101-S,4,Mainline,S,1823,1 +400781,37.671403,-122.391502,4,San Mateo,US101-S,4,Mainline,S,1824,1 +405900,37.676428,-122.388762,4,San Mateo,US101-S,4,Mainline,S,1825,1 +404575,37.689407,-122.390851,4,San Mateo,US101-S,4,Mainline,S,1826,1 +400744,37.689976,-122.390983,4,San Mateo,US101-S,4,Mainline,S,1827,1 +401462,37.690972,-122.391216,4,San Mateo,US101-S,4,Mainline,S,1828,1 +401501,37.700511,-122.393392,4,San Mateo,US101-S,4,Mainline,S,1829,1 +405870,37.703641,-122.394116,4,San Mateo,US101-S,4,Mainline,S,1830,1 +400641,37.706492,-122.394734,4,San Mateo,US101-S,4,Mainline,S,1831,1 +404569,37.710838,-122.395652,4,San Francisco,US101-S,4,Mainline,S,1832,1 +401454,37.717182,-122.399154,4,San Francisco,US101-S,4,Mainline,S,1833,1 +401357,37.723512,-122.401258,4,San Francisco,US101-S,5,Mainline,S,1834,1 +401935,37.734313,-122.406375,4,San Francisco,US101-S,4,Mainline,S,1835,1 +401285,37.744018,-122.405853,4,San Francisco,US101-S,5,Mainline,S,1836,1 +400043,37.753591,-122.403092,4,San Francisco,US101-S,4,Mainline,S,1837,1 +401410,37.75671,-122.403619,4,San Francisco,US101-S,4,Mainline,S,1838,1 +401408,37.75869,-122.405643,4,San Francisco,US101-S,4,Mainline,S,1839,1 +401405,37.769586,-122.416414,4,San Francisco,US101-S,2,Mainline,S,1840,1 +401820,37.769613,-122.416876,4,San Francisco,US101-S,2,Mainline,S,1841,1 +409335,37.832687,-122.481539,4,Marin,US101-S,4,Mainline,S,1842,1 +402554,37.83449,-122.483986,4,Marin,US101-S,4,Mainline,S,1843,1 +402556,37.84191,-122.485884,4,Marin,US101-S,4,Mainline,S,1844,1 +402558,37.847958,-122.488452,4,Marin,US101-S,4,Mainline,S,1845,1 +402560,37.856955,-122.497516,4,Marin,US101-S,4,Mainline,S,1846,1 +402562,37.861516,-122.504435,4,Marin,US101-S,4,Mainline,S,1847,1 +402564,37.865172,-122.507103,4,Marin,US101-S,4,Mainline,S,1848,1 +402566,37.873728,-122.508164,4,Marin,US101-S,4,Mainline,S,1849,1 +402568,37.878558,-122.514921,4,Marin,US101-S,4,Mainline,S,1850,1 +402570,37.886662,-122.516813,4,Marin,US101-S,4,Mainline,S,1851,1 +402572,37.895619,-122.516374,4,Marin,US101-S,4,Mainline,S,1852,1 +402574,37.903269,-122.515767,4,Marin,US101-S,4,Mainline,S,1853,1 +402576,37.908462,-122.514293,4,Marin,US101-S,5,Mainline,S,1854,1 +402578,37.913992,-122.51216,4,Marin,US101-S,5,Mainline,S,1855,1 +402580,37.921052,-122.512103,4,Marin,US101-S,5,Mainline,S,1856,1 +402582,37.92784,-122.51539,4,Marin,US101-S,4,Mainline,S,1857,1 +402584,37.935185,-122.51674,4,Marin,US101-S,4,Mainline,S,1858,1 +400547,37.942551,-122.515478,4,Marin,US101-S,4,Mainline,S,1859,1 +402586,37.945072,-122.514753,4,Marin,US101-S,4,Mainline,S,1860,1 +402588,37.949662,-122.512058,4,Marin,US101-S,4,Mainline,S,1861,1 +402139,37.961812,-122.510124,4,Marin,US101-S,4,Mainline,S,1862,1 +403316,37.978421,-122.520802,4,Marin,US101-S,4,Mainline,S,1863,1 +403314,37.984302,-122.523394,4,Marin,US101-S,4,Mainline,S,1864,1 +416911,37.987323,-122.526075,4,Marin,US101-S,4,Mainline,S,1865,1 +403312,37.991112,-122.529804,4,Marin,US101-S,5,Mainline,S,1866,1 +402590,38.000645,-122.537054,4,Marin,US101-S,4,Mainline,S,1867,1 +402592,38.005504,-122.540645,4,Marin,US101-S,4,Mainline,S,1868,1 +402594,38.014112,-122.541958,4,Marin,US101-S,4,Mainline,S,1869,1 +402596,38.021163,-122.539241,4,Marin,US101-S,4,Mainline,S,1870,1 +402598,38.02401,-122.538569,4,Marin,US101-S,4,Mainline,S,1871,1 +402600,38.031191,-122.537492,4,Marin,US101-S,4,Mainline,S,1872,1 +400382,38.037635,-122.536716,4,Marin,US101-S,4,Mainline,S,1873,1 +400011,38.041862,-122.536533,4,Marin,US101-S,5,Mainline,S,1874,1 +400525,38.043798,-122.535322,4,Marin,US101-S,5,Mainline,S,1875,1 +400782,38.04924,-122.531986,4,Marin,US101-S,4,Mainline,S,1876,1 +400460,38.05375,-122.530892,4,Marin,US101-S,4,Mainline,S,1877,1 +400727,38.057889,-122.531097,4,Marin,US101-S,4,Mainline,S,1878,1 +400392,38.063597,-122.535214,4,Marin,US101-S,4,Mainline,S,1879,1 +400620,38.065599,-122.536996,4,Marin,US101-S,4,Mainline,S,1880,1 +400304,38.069309,-122.538884,4,Marin,US101-S,4,Mainline,S,1881,1 +400143,38.074388,-122.541483,4,Marin,US101-S,5,Mainline,S,1882,1 +400513,38.076213,-122.542571,4,Marin,US101-S,4,Mainline,S,1883,1 +400000,38.081498,-122.547963,4,Marin,US101-S,4,Mainline,S,1884,1 +405389,38.085479,-122.552218,4,Marin,US101-S,4,Mainline,S,1885,1 +402605,38.085591,-122.552334,4,Marin,US101-S,3,Mainline,S,1886,1 +402606,38.088919,-122.555867,4,Marin,US101-S,3,Mainline,S,1887,1 +405390,38.090475,-122.55751,4,Marin,US101-S,4,Mainline,S,1888,1 +405406,38.093999,-122.560733,4,Marin,US101-S,4,Mainline,S,1889,1 +402608,38.100497,-122.561783,4,Marin,US101-S,3,Mainline,S,1890,1 +405395,38.104329,-122.562181,4,Marin,US101-S,3,Mainline,S,1891,1 +405398,38.106641,-122.562964,4,Marin,US101-S,3,Mainline,S,1892,1 +402610,38.107604,-122.563306,4,Marin,US101-S,3,Mainline,S,1893,1 +402611,38.113232,-122.564557,4,Marin,US101-S,3,Mainline,S,1894,1 +405399,38.116211,-122.565038,4,Marin,US101-S,3,Mainline,S,1895,1 +405394,38.11891,-122.565434,4,Marin,US101-S,3,Mainline,S,1896,1 +402614,38.120614,-122.565691,4,Marin,US101-S,3,Mainline,S,1897,1 +402616,38.126004,-122.565924,4,Marin,US101-S,3,Mainline,S,1898,1 +402618,38.131481,-122.563903,4,Marin,US101-S,2,Mainline,S,1899,1 +402620,38.142932,-122.564512,4,Marin,US101-S,2,Mainline,S,1900,1 +402622,38.14989,-122.566475,4,Marin,US101-S,2,Mainline,S,1901,1 +412439,38.162778,-122.574905,4,Marin,US101-S,2,Mainline,S,1902,1 +402624,38.1665,-122.579784,4,Marin,US101-S,2,Mainline,S,1903,1 +402632,38.213335,-122.602082,4,Sonoma,US101-S,2,Mainline,S,1904,1 +402634,38.217406,-122.604043,4,Sonoma,US101-S,2,Mainline,S,1905,1 +415697,38.219173,-122.605497,4,Sonoma,US101-S,3,Mainline,S,1906,1 +415704,38.221495,-122.608711,4,Sonoma,US101-S,2,Mainline,S,1907,1 +421965,38.226065,-122.614158,4,Sonoma,US101-S,3,Mainline,S,1908,1 +402005,38.2353,-122.619054,4,Sonoma,US101-S,2,Mainline,S,1909,1 +406302,38.246274,-122.62679,4,Sonoma,US101-S,2,Mainline,S,1910,1 +406305,38.248385,-122.630829,4,Sonoma,US101-S,2,Mainline,S,1911,1 +402640,38.253484,-122.640773,4,Sonoma,US101-S,2,Mainline,S,1912,1 +402642,38.256841,-122.646953,4,Sonoma,US101-S,2,Mainline,S,1913,1 +402644,38.26103,-122.65439,4,Sonoma,US101-S,2,Mainline,S,1914,1 +402646,38.265391,-122.662002,4,Sonoma,US101-S,2,Mainline,S,1915,1 +406573,38.268564,-122.665764,4,Sonoma,US101-S,3,Mainline,S,1916,1 +412443,38.271059,-122.668844,4,Sonoma,US101-S,4,Mainline,S,1917,1 +412446,38.272572,-122.670792,4,Sonoma,US101-S,3,Mainline,S,1918,1 +402650,38.275433,-122.674528,4,Sonoma,US101-S,2,Mainline,S,1919,1 +416620,38.276915,-122.676458,4,Sonoma,US101-S,3,Mainline,S,1920,1 +402652,38.280662,-122.681356,4,Sonoma,US101-S,2,Mainline,S,1921,1 +406575,38.284547,-122.686388,4,Sonoma,US101-S,3,Mainline,S,1922,1 +403303,38.290369,-122.694299,4,Sonoma,US101-S,2,Mainline,S,1923,1 +402658,38.295172,-122.701107,4,Sonoma,US101-S,2,Mainline,S,1924,1 +406577,38.301757,-122.706742,4,Sonoma,US101-S,3,Mainline,S,1925,1 +402660,38.308871,-122.712717,4,Sonoma,US101-S,2,Mainline,S,1926,1 +402662,38.314143,-122.715249,4,Sonoma,US101-S,2,Mainline,S,1927,1 +406578,38.316184,-122.715031,4,Sonoma,US101-S,3,Mainline,S,1928,1 +409712,38.319929,-122.714062,4,Sonoma,US101-S,3,Mainline,S,1929,1 +406579,38.324642,-122.712993,4,Sonoma,US101-S,3,Mainline,S,1930,1 +402664,38.326229,-122.712878,4,Sonoma,US101-S,2,Mainline,S,1931,1 +409715,38.329265,-122.712886,4,Sonoma,US101-S,3,Mainline,S,1932,1 +402666,38.332878,-122.712925,4,Sonoma,US101-S,2,Mainline,S,1933,1 +409717,38.333167,-122.712929,4,Sonoma,US101-S,3,Mainline,S,1934,1 +406586,38.340828,-122.713007,4,Sonoma,US101-S,4,Mainline,S,1935,1 +402668,38.342274,-122.713028,4,Sonoma,US101-S,2,Mainline,S,1936,1 +401766,38.346176,-122.713111,4,Sonoma,US101-S,3,Mainline,S,1937,1 +401728,38.349211,-122.71318,4,Sonoma,US101-S,3,Mainline,S,1938,1 +418244,38.351379,-122.713225,4,Sonoma,US101-S,3,Mainline,S,1939,1 +401595,38.364505,-122.712662,4,Sonoma,US101-S,3,Mainline,S,1940,1 +401601,38.368371,-122.712467,4,Sonoma,US101-S,3,Mainline,S,1941,1 +402672,38.378426,-122.716347,4,Sonoma,US101-S,3,Mainline,S,1942,1 +401604,38.385827,-122.716316,4,Sonoma,US101-S,3,Mainline,S,1943,1 +402674,38.392943,-122.716306,4,Sonoma,US101-S,3,Mainline,S,1944,1 +402676,38.399479,-122.71628,4,Sonoma,US101-S,3,Mainline,S,1945,1 +401599,38.413712,-122.7162,4,Sonoma,US101-S,3,Mainline,S,1946,1 +401609,38.420521,-122.715784,4,Sonoma,US101-S,3,Mainline,S,1947,1 +402124,38.430806,-122.71547,4,Sonoma,US101-S,4,Mainline,S,1948,1 +402126,38.431917,-122.715812,4,Sonoma,US101-S,3,Mainline,S,1949,1 +402127,38.436946,-122.718,4,Sonoma,US101-S,3,Mainline,S,1950,1 +402130,38.440397,-122.72033,4,Sonoma,US101-S,4,Mainline,S,1951,1 +402131,38.444726,-122.723327,4,Sonoma,US101-S,3,Mainline,S,1952,1 +402134,38.447044,-122.724873,4,Sonoma,US101-S,3,Mainline,S,1953,1 +402136,38.452267,-122.726193,4,Sonoma,US101-S,4,Mainline,S,1954,1 +402137,38.459424,-122.726283,4,Sonoma,US101-S,3,Mainline,S,1955,1 +409720,38.469339,-122.728964,4,Sonoma,US101-S,3,Mainline,S,1956,1 +409722,38.47582,-122.731691,4,Sonoma,US101-S,3,Mainline,S,1957,1 +409724,38.480723,-122.734758,4,Sonoma,US101-S,3,Mainline,S,1958,1 +409733,38.49579,-122.755832,4,Sonoma,US101-S,3,Mainline,S,1959,1 +409725,38.49744,-122.758174,4,Sonoma,US101-S,3,Mainline,S,1960,1 +410553,38.510987,-122.775412,4,Sonoma,US101-S,3,Mainline,S,1961,1 +410547,38.512418,-122.777214,4,Sonoma,US101-S,3,Mainline,S,1962,1 +409728,38.525435,-122.789848,4,Sonoma,US101-S,3,Mainline,S,1963,1 +409730,38.526731,-122.79106,4,Sonoma,US101-S,3,Mainline,S,1964,1 +410550,38.545356,-122.807197,4,Sonoma,US101-S,3,Mainline,S,1965,1 +402702,38.560915,-122.8223,4,Sonoma,US101-S,2,Mainline,S,1966,1 +410545,38.566546,-122.827704,4,Sonoma,US101-S,2,Mainline,S,1967,1 +402705,38.567357,-122.828465,4,Sonoma,US101-S,2,Mainline,S,1968,1 +402707,38.577055,-122.836329,4,Sonoma,US101-S,2,Mainline,S,1969,1 +402709,38.58389,-122.841408,4,Sonoma,US101-S,2,Mainline,S,1970,1 +402711,38.590438,-122.846326,4,Sonoma,US101-S,2,Mainline,S,1971,1 +402714,38.598056,-122.859295,4,Sonoma,US101-S,2,Mainline,S,1972,1 +402716,38.602504,-122.866436,4,Sonoma,US101-S,2,Mainline,S,1973,1 +402718,38.608009,-122.873866,4,Sonoma,US101-S,2,Mainline,S,1974,1 +402720,38.621185,-122.87856,4,Sonoma,US101-S,2,Mainline,S,1975,1 +402722,38.627327,-122.878141,4,Sonoma,US101-S,2,Mainline,S,1976,1 +402724,38.637067,-122.877326,4,Sonoma,US101-S,2,Mainline,S,1977,1 +402726,38.647595,-122.872942,4,Sonoma,US101-S,2,Mainline,S,1978,1 +402728,38.665432,-122.876624,4,Sonoma,US101-S,2,Mainline,S,1979,1 +402730,38.671802,-122.880009,4,Sonoma,US101-S,2,Mainline,S,1980,1 +402731,38.67783,-122.880796,4,Sonoma,US101-S,2,Mainline,S,1981,1 +402733,38.683619,-122.880925,4,Sonoma,US101-S,2,Mainline,S,1982,1 +402735,38.693174,-122.884616,4,Sonoma,US101-S,2,Mainline,S,1983,1 +402737,38.698167,-122.892708,4,Sonoma,US101-S,2,Mainline,S,1984,1 +402738,38.702262,-122.898883,4,Sonoma,US101-S,2,Mainline,S,1985,1 +402740,38.705412,-122.907159,4,Sonoma,US101-S,2,Mainline,S,1986,1 +402741,38.710951,-122.917006,4,Sonoma,US101-S,3,Mainline,S,1987,1 +402743,38.714671,-122.920216,4,Sonoma,US101-S,2,Mainline,S,1988,1 +402745,38.724602,-122.934036,4,Sonoma,US101-S,2,Mainline,S,1989,1 +402747,38.729162,-122.941598,4,Sonoma,US101-S,2,Mainline,S,1990,1 +402749,38.734813,-122.944928,4,Sonoma,US101-S,2,Mainline,S,1991,1 +402603,38.740529,-122.94846,4,Sonoma,US101-S,2,Mainline,S,1992,1 +402752,38.756135,-122.971959,4,Sonoma,US101-S,2,Mainline,S,1993,1 +402755,38.760826,-122.981662,4,Sonoma,US101-S,2,Mainline,S,1994,1 +402757,38.763503,-122.988176,4,Sonoma,US101-S,2,Mainline,S,1995,1 +402759,38.767459,-122.994724,4,Sonoma,US101-S,2,Mainline,S,1996,1 +402761,38.772785,-122.99946,4,Sonoma,US101-S,2,Mainline,S,1997,1 +402766,38.791512,-123.011643,4,Sonoma,US101-S,2,Mainline,S,1998,1 +402768,38.800553,-123.013208,4,Sonoma,US101-S,2,Mainline,S,1999,1 +402762,38.807273,-123.012139,4,Sonoma,US101-S,2,Mainline,S,2000,1 +402770,38.813021,-123.012591,4,Sonoma,US101-S,2,Mainline,S,2001,1 +402764,38.820063,-123.01491,4,Sonoma,US101-S,2,Mainline,S,2002,1 +406760,38.826849,-123.014629,4,Sonoma,US101-S,2,Mainline,S,2003,1 +402774,38.830813,-123.014883,4,Sonoma,US101-S,2,Mainline,S,2004,1 +402776,38.837892,-123.020792,4,Sonoma,US101-S,2,Mainline,S,2005,1 +402778,38.844327,-123.027058,4,Sonoma,US101-S,2,Mainline,S,2006,1 +402780,38.849837,-123.029949,4,Sonoma,US101-S,2,Mainline,S,2007,1 +404585,37.406298,-122.011605,4,Santa Clara,SR237-E,3,Mainline,E,2008,1 +400970,37.409675,-121.996301,4,Santa Clara,SR237-E,3,Mainline,E,2009,1 +400973,37.417735,-121.972451,4,Santa Clara,SR237-E,3,Mainline,E,2010,1 +400567,37.418931,-121.962821,4,Santa Clara,SR237-E,4,Mainline,E,2011,1 +400104,37.419313,-121.95548,4,Santa Clara,SR237-E,3,Mainline,E,2012,1 +400296,37.420359,-121.93915,4,Santa Clara,SR237-E,3,Mainline,E,2013,1 +400873,37.420927,-121.93674,4,Santa Clara,SR237-E,3,Mainline,E,2014,1 +401351,37.401701,-122.032879,4,Santa Clara,SR237-W,2,Mainline,W,2015,1 +400581,37.402668,-122.029069,4,Santa Clara,SR237-W,2,Mainline,W,2016,1 +404586,37.406475,-122.011621,4,Santa Clara,SR237-W,3,Mainline,W,2017,1 +400687,37.408833,-122.000989,4,Santa Clara,SR237-W,3,Mainline,W,2018,1 +400274,37.409627,-121.997252,4,Santa Clara,SR237-W,3,Mainline,W,2019,1 +418663,37.414471,-121.980878,4,Santa Clara,SR237-W,3,Mainline,W,2020,1 +400096,37.417981,-121.972547,4,Santa Clara,SR237-W,3,Mainline,W,2021,1 +400201,37.419186,-121.962831,4,Santa Clara,SR237-W,3,Mainline,W,2022,1 +400449,37.419452,-121.955498,4,Santa Clara,SR237-W,3,Mainline,W,2023,1 +401014,37.420505,-121.9392,4,Santa Clara,SR237-W,3,Mainline,W,2024,1 +400158,37.421059,-121.93678,4,Santa Clara,SR237-W,3,Mainline,W,2025,1 +413845,37.422887,-121.925747,4,Santa Clara,SR237-W,4,Mainline,W,2026,1 +406766,37.690532,-122.091359,4,Alameda,SR238-N,3,Mainline,N,2027,1 +405694,37.69074,-122.091842,4,Alameda,SR238-N,3,Mainline,N,2028,1 +401841,37.689198,-122.10708,4,Alameda,SR238-N,3,Mainline,N,2029,1 +400050,37.688984,-122.114253,4,Alameda,SR238-N,3,Mainline,N,2030,1 +400646,37.689634,-122.119252,4,Alameda,SR238-N,3,Mainline,N,2031,1 +402532,37.689868,-122.120854,4,Alameda,SR238-N,2,Mainline,N,2032,1 +401392,37.690807,-122.131038,4,Alameda,SR238-N,2,Mainline,N,2033,1 +406767,37.690259,-122.089852,4,Alameda,SR238-S,3,Mainline,S,2034,1 +405698,37.690459,-122.090275,4,Alameda,SR238-S,3,Mainline,S,2035,1 +401686,37.688902,-122.106837,4,Alameda,SR238-S,3,Mainline,S,2036,1 +400115,37.688688,-122.114306,4,Alameda,SR238-S,3,Mainline,S,2037,1 +400297,37.689523,-122.119266,4,Alameda,SR238-S,3,Mainline,S,2038,1 +402533,37.689774,-122.12086,4,Alameda,SR238-S,3,Mainline,S,2039,1 +401385,37.690755,-122.130603,4,Alameda,SR238-S,4,Mainline,S,2040,1 +414247,37.963535,-122.050151,4,Contra Costa,SR242-N,3,Mainline,N,2041,1 +401282,37.969613,-122.04788,4,Contra Costa,SR242-N,3,Mainline,N,2042,1 +414248,37.973425,-122.046244,4,Contra Costa,SR242-N,3,Mainline,N,2043,1 +401393,37.979004,-122.043205,4,Contra Costa,SR242-N,3,Mainline,N,2044,1 +400521,37.987589,-122.040509,4,Contra Costa,SR242-N,3,Mainline,N,2045,1 +401537,37.988174,-122.04039,4,Contra Costa,SR242-N,3,Mainline,N,2046,1 +414249,37.992699,-122.039408,4,Contra Costa,SR242-N,4,Mainline,N,2047,1 +400112,37.998096,-122.038232,4,Contra Costa,SR242-N,4,Mainline,N,2048,1 +414250,37.963553,-122.05039,4,Contra Costa,SR242-S,3,Mainline,S,2049,1 +401289,37.969653,-122.048119,4,Contra Costa,SR242-S,3,Mainline,S,2050,1 +414251,37.973476,-122.046477,4,Contra Costa,SR242-S,3,Mainline,S,2051,1 +401399,37.979212,-122.043366,4,Contra Costa,SR242-S,3,Mainline,S,2052,1 +400596,37.987627,-122.040728,4,Contra Costa,SR242-S,4,Mainline,S,2053,1 +414252,37.992735,-122.039621,4,Contra Costa,SR242-S,4,Mainline,S,2054,1 +400307,37.997771,-122.03856,4,Contra Costa,SR242-S,3,Mainline,S,2055,1 +414253,38.002914,-122.037482,4,Contra Costa,SR242-S,3,Mainline,S,2056,1 +401403,37.338232,-121.854583,4,Santa Clara,I280-N,2,Mainline,N,2057,0 +401655,37.335596,-121.858919,4,Santa Clara,I280-N,5,Mainline,N,2058,0 +401808,37.334883,-121.860066,4,Santa Clara,I280-N,6,Mainline,N,2059,0 +403402,37.32872,-121.870796,4,Santa Clara,I280-N,5,Mainline,N,2060,0 +400799,37.327927,-121.876137,4,Santa Clara,I280-N,4,Mainline,N,2061,0 +400953,37.327241,-121.88076,4,Santa Clara,I280-N,4,Mainline,N,2062,0 +401810,37.32592,-121.883989,4,Santa Clara,I280-N,5,Mainline,N,2063,0 +413878,37.324641,-121.888603,4,Santa Clara,I280-N,4,Mainline,N,2064,0 +414284,37.323066,-121.896538,4,Santa Clara,I280-N,5,Mainline,N,2065,0 +401942,37.322594,-121.897858,4,Santa Clara,I280-N,6,Mainline,N,2066,0 +413877,37.321613,-121.899642,4,Santa Clara,I280-N,5,Mainline,N,2067,0 +414694,37.315051,-121.913497,4,Santa Clara,I280-N,4,Mainline,N,2068,0 +401167,37.316984,-121.923208,4,Santa Clara,I280-N,5,Mainline,N,2069,0 +405701,37.316969,-121.924481,4,Santa Clara,I280-N,5,Mainline,N,2070,0 +407710,37.317459,-121.938793,4,Santa Clara,I280-N,3,Mainline,N,2071,0 +401400,37.316841,-121.952427,4,Santa Clara,I280-N,6,Mainline,N,2072,0 +400714,37.316788,-121.953512,4,Santa Clara,I280-N,4,Mainline,N,2073,0 +400414,37.317942,-121.977301,4,Santa Clara,I280-N,4,Mainline,N,2074,0 +400560,37.324839,-122.002891,4,Santa Clara,I280-N,4,Mainline,N,2075,0 +400499,37.331068,-122.014931,4,Santa Clara,I280-N,4,Mainline,N,2076,0 +419057,37.334468,-122.034052,4,Santa Clara,I280-N,4,Mainline,N,2077,0 +401845,37.332668,-122.060628,4,Santa Clara,I280-N,4,Mainline,N,2078,0 +400726,37.341729,-122.091188,4,Santa Clara,I280-N,4,Mainline,N,2079,0 +403318,37.453878,-122.28392,4,San Mateo,I280-N,4,Mainline,N,2080,0 +400319,37.506335,-122.337198,4,San Mateo,I280-N,4,Mainline,N,2081,0 +403320,37.556776,-122.38004,4,San Mateo,I280-N,4,Mainline,N,2082,0 +403323,37.596885,-122.420006,4,San Mateo,I280-N,4,Mainline,N,2083,0 +400276,37.62897,-122.432885,4,San Mateo,I280-N,3,Mainline,N,2084,0 +401213,37.638316,-122.440672,4,San Mateo,I280-N,4,Mainline,N,2085,0 +401016,37.644965,-122.448632,4,San Mateo,I280-N,4,Mainline,N,2086,0 +400028,37.649733,-122.451962,4,San Mateo,I280-N,4,Mainline,N,2087,0 +403327,37.659508,-122.46315,4,San Mateo,I280-N,4,Mainline,N,2088,0 +400703,37.662585,-122.465286,4,San Mateo,I280-N,4,Mainline,N,2089,0 +400338,37.671398,-122.466632,4,San Mateo,I280-N,4,Mainline,N,2090,0 +404617,37.711252,-122.454834,4,San Francisco,I280-N,4,Mainline,N,2091,0 +404618,37.719431,-122.448259,4,San Francisco,I280-N,4,Mainline,N,2092,0 +400156,37.727079,-122.445019,4,San Francisco,I280-N,5,Mainline,N,2093,0 +400676,37.731577,-122.43422,4,San Francisco,I280-N,4,Mainline,N,2094,0 +401486,37.731414,-122.424609,4,San Francisco,I280-N,4,Mainline,N,2095,0 +400575,37.731873,-122.417757,4,San Francisco,I280-N,4,Mainline,N,2096,0 +400322,37.734299,-122.409462,4,San Francisco,I280-N,5,Mainline,N,2097,0 +400573,37.770861,-122.397356,4,San Francisco,I280-N,3,Mainline,N,2098,0 +401391,37.337881,-121.85467,4,Santa Clara,I280-S,2,Mainline,S,2099,0 +401809,37.334524,-121.860098,4,Santa Clara,I280-S,6,Mainline,S,2100,0 +403401,37.328484,-121.870843,4,Santa Clara,I280-S,4,Mainline,S,2101,0 +403404,37.327807,-121.874899,4,Santa Clara,I280-S,4,Mainline,S,2102,0 +403406,37.32592,-121.883314,4,Santa Clara,I280-S,5,Mainline,S,2103,0 +401811,37.325651,-121.883953,4,Santa Clara,I280-S,5,Mainline,S,2104,0 +403409,37.324015,-121.890673,4,Santa Clara,I280-S,5,Mainline,S,2105,0 +403412,37.32243,-121.89764,4,Santa Clara,I280-S,4,Mainline,S,2106,0 +401943,37.322361,-121.8978,4,Santa Clara,I280-S,4,Mainline,S,2107,0 +402067,37.321367,-121.899571,4,Santa Clara,I280-S,4,Mainline,S,2108,0 +403414,37.314844,-121.913648,4,Santa Clara,I280-S,4,Mainline,S,2109,0 +401327,37.315095,-121.914498,4,Santa Clara,I280-S,4,Mainline,S,2110,0 +403419,37.316766,-121.921548,4,Santa Clara,I280-S,4,Mainline,S,2111,0 +401163,37.316756,-121.923186,4,Santa Clara,I280-S,5,Mainline,S,2112,0 +407711,37.317112,-121.941507,4,Santa Clara,I280-S,4,Mainline,S,2113,0 +401388,37.316628,-121.952438,4,Santa Clara,I280-S,4,Mainline,S,2114,0 +400292,37.316378,-121.972052,4,Santa Clara,I280-S,4,Mainline,S,2115,0 +400429,37.319424,-121.993175,4,Santa Clara,I280-S,4,Mainline,S,2116,0 +400084,37.329258,-122.012053,4,Santa Clara,I280-S,4,Mainline,S,2117,0 +400673,37.329972,-122.013423,4,Santa Clara,I280-S,4,Mainline,S,2118,0 +400823,37.334249,-122.030111,4,Santa Clara,I280-S,4,Mainline,S,2119,0 +404640,37.333349,-122.050857,4,Santa Clara,I280-S,4,Mainline,S,2120,0 +401846,37.332482,-122.060617,4,Santa Clara,I280-S,4,Mainline,S,2121,0 +400807,37.341455,-122.091236,4,Santa Clara,I280-S,4,Mainline,S,2122,0 +403319,37.45368,-122.284145,4,San Mateo,I280-S,4,Mainline,S,2123,0 +400350,37.506759,-122.33852,4,San Mateo,I280-S,4,Mainline,S,2124,0 +403321,37.556566,-122.380222,4,San Mateo,I280-S,4,Mainline,S,2125,0 +403324,37.596664,-122.420151,4,San Mateo,I280-S,4,Mainline,S,2126,0 +403904,37.638284,-122.440981,4,San Mateo,I280-S,4,Mainline,S,2127,0 +403906,37.644736,-122.448925,4,San Mateo,I280-S,4,Mainline,S,2128,0 +403328,37.659478,-122.463677,4,San Mateo,I280-S,4,Mainline,S,2129,0 +403908,37.662373,-122.465652,4,San Mateo,I280-S,4,Mainline,S,2130,0 +403910,37.675831,-122.470236,4,San Mateo,I280-S,4,Mainline,S,2131,0 +401512,37.677847,-122.47162,4,San Mateo,I280-S,4,Mainline,S,2132,0 +403902,37.702855,-122.472093,4,San Mateo,I280-S,3,Mainline,S,2133,0 +404647,37.711347,-122.455028,4,San Francisco,I280-S,4,Mainline,S,2134,0 +404648,37.719675,-122.448467,4,San Francisco,I280-S,5,Mainline,S,2135,0 +400746,37.721564,-122.448231,4,San Francisco,I280-S,5,Mainline,S,2136,0 +400397,37.726891,-122.445512,4,San Francisco,I280-S,5,Mainline,S,2137,0 +400318,37.731198,-122.436258,4,San Francisco,I280-S,4,Mainline,S,2138,0 +401470,37.731979,-122.427875,4,San Francisco,I280-S,4,Mainline,S,2139,0 +400552,37.731804,-122.421878,4,San Francisco,I280-S,4,Mainline,S,2140,0 +401018,37.732647,-122.414119,4,San Francisco,I280-S,5,Mainline,S,2141,0 +400231,37.762469,-122.392743,4,San Francisco,I280-S,3,Mainline,S,2142,0 +402420,37.718211,-121.669346,4,Alameda,I580-E,4,Mainline,E,2143,0 +402424,37.720431,-121.687475,4,Alameda,I580-E,4,Mainline,E,2144,0 +402410,37.718518,-121.696655,4,Alameda,I580-E,5,Mainline,E,2145,0 +402032,37.716692,-121.705048,4,Alameda,I580-E,5,Mainline,E,2146,0 +402408,37.713351,-121.713265,4,Alameda,I580-E,5,Mainline,E,2147,0 +402031,37.710034,-121.7211,4,Alameda,I580-E,5,Mainline,E,2148,0 +402406,37.704105,-121.735155,4,Alameda,I580-E,7,Mainline,E,2149,0 +402030,37.702925,-121.738302,4,Alameda,I580-E,6,Mainline,E,2150,0 +402430,37.702324,-121.746413,4,Alameda,I580-E,4,Mainline,E,2151,0 +402404,37.70238,-121.747506,4,Alameda,I580-E,7,Mainline,E,2152,0 +402026,37.702703,-121.755526,4,Alameda,I580-E,6,Mainline,E,2153,0 +402402,37.702234,-121.764593,4,Alameda,I580-E,7,Mainline,E,2154,0 +405706,37.700905,-121.772818,4,Alameda,I580-E,6,Mainline,E,2155,0 +402400,37.699984,-121.780016,4,Alameda,I580-E,7,Mainline,E,2156,0 +402434,37.69966,-121.783826,4,Alameda,I580-E,4,Mainline,E,2157,0 +402435,37.700063,-121.791737,4,Alameda,I580-E,7,Mainline,E,2158,0 +412930,37.70065,-121.797311,4,Alameda,I580-E,7,Mainline,E,2159,0 +403399,37.700666,-121.801508,4,Alameda,I580-E,7,Mainline,E,2160,0 +403396,37.700683,-121.802968,4,Alameda,I580-E,6,Mainline,E,2161,0 +401564,37.700802,-121.812823,4,Alameda,I580-E,7,Mainline,E,2162,0 +401412,37.70086,-121.818662,4,Alameda,I580-E,6,Mainline,E,2163,0 +402439,37.700891,-121.823407,4,Alameda,I580-E,4,Mainline,E,2164,0 +400153,37.700927,-121.826692,4,Alameda,I580-E,7,Mainline,E,2165,0 +416731,37.70099,-121.838007,4,Alameda,I580-E,7,Mainline,E,2166,0 +402418,37.701099,-121.846036,4,Alameda,I580-E,6,Mainline,E,2167,0 +402417,37.701135,-121.849868,4,Alameda,I580-E,6,Mainline,E,2168,0 +403227,37.701267,-121.864103,4,Alameda,I580-E,6,Mainline,E,2169,0 +400986,37.701322,-121.869395,4,Alameda,I580-E,5,Mainline,E,2170,0 +400625,37.701329,-121.871949,4,Alameda,I580-E,5,Mainline,E,2171,0 +401852,37.701391,-121.883264,4,Alameda,I580-E,6,Mainline,E,2172,0 +401433,37.70139,-121.885271,4,Alameda,I580-E,6,Mainline,E,2173,0 +400111,37.70141,-121.888557,4,Alameda,I580-E,5,Mainline,E,2174,0 +402442,37.70137,-121.892753,4,Alameda,I580-E,7,Mainline,E,2175,0 +406609,37.701469,-121.902607,4,Alameda,I580-E,7,Mainline,E,2176,0 +401006,37.701529,-121.904795,4,Alameda,I580-E,7,Mainline,E,2177,0 +400892,37.701571,-121.907167,4,Alameda,I580-E,6,Mainline,E,2178,0 +402017,37.701638,-121.912277,4,Alameda,I580-E,3,Mainline,E,2179,0 +407964,37.701648,-121.913371,4,Alameda,I580-E,3,Mainline,E,2180,0 +401695,37.701171,-121.921149,4,Alameda,I580-E,4,Mainline,E,2181,0 +406605,37.699915,-121.926769,4,Alameda,I580-E,4,Mainline,E,2182,0 +402015,37.698211,-121.934682,4,Alameda,I580-E,4,Mainline,E,2183,0 +402222,37.69819,-121.946552,4,Alameda,I580-E,4,Mainline,E,2184,0 +402446,37.69817,-121.954965,4,Alameda,I580-E,4,Mainline,E,2185,0 +402448,37.696995,-121.968736,4,Alameda,I580-E,4,Mainline,E,2186,0 +402450,37.699898,-121.988806,4,Alameda,I580-E,4,Mainline,E,2187,0 +402452,37.703279,-122.000677,4,Alameda,I580-E,4,Mainline,E,2188,0 +402454,37.702987,-122.009775,4,Alameda,I580-E,4,Mainline,E,2189,0 +402455,37.701568,-122.019856,4,Alameda,I580-E,4,Mainline,E,2190,0 +402224,37.701845,-122.033225,4,Alameda,I580-E,4,Mainline,E,2191,0 +401854,37.70096,-122.03778,4,Alameda,I580-E,4,Mainline,E,2192,0 +402226,37.698004,-122.042005,4,Alameda,I580-E,4,Mainline,E,2193,0 +406604,37.693792,-122.048339,4,Alameda,I580-E,4,Mainline,E,2194,0 +406602,37.691723,-122.0654,4,Alameda,I580-E,5,Mainline,E,2195,0 +403223,37.690595,-122.071617,4,Alameda,I580-E,5,Mainline,E,2196,0 +402457,37.690589,-122.074877,4,Alameda,I580-E,5,Mainline,E,2197,0 +402539,37.690526,-122.084955,4,Alameda,I580-E,5,Mainline,E,2198,0 +402537,37.690236,-122.091948,4,Alameda,I580-E,3,Mainline,E,2199,0 +401856,37.721144,-122.135,4,Alameda,I580-E,4,Mainline,E,2200,0 +401858,37.763133,-122.149977,4,Alameda,I580-E,4,Mainline,E,2201,0 +400492,37.780572,-122.173006,4,Alameda,I580-E,4,Mainline,E,2202,0 +400692,37.786914,-122.196329,4,Alameda,I580-E,4,Mainline,E,2203,0 +402105,37.793819,-122.2053,4,Alameda,I580-E,4,Mainline,E,2204,0 +400948,37.798217,-122.216962,4,Alameda,I580-E,4,Mainline,E,2205,0 +400302,37.800558,-122.227577,4,Alameda,I580-E,4,Mainline,E,2206,0 +400261,37.805061,-122.234851,4,Alameda,I580-E,4,Mainline,E,2207,0 +400026,37.809611,-122.246363,4,Alameda,I580-E,4,Mainline,E,2208,0 +401452,37.811293,-122.249829,4,Alameda,I580-E,4,Mainline,E,2209,0 +401548,37.816339,-122.251805,4,Alameda,I580-E,4,Mainline,E,2210,0 +400203,37.822145,-122.259965,4,Alameda,I580-E,4,Mainline,E,2211,0 +401481,37.822748,-122.262051,4,Alameda,I580-E,6,Mainline,E,2212,0 +401899,37.824753,-122.270809,4,Alameda,I580-E,3,Mainline,E,2213,0 +400489,37.824791,-122.270978,4,Alameda,I580-E,2,Mainline,E,2214,0 +400075,37.82576,-122.275143,4,Alameda,I580-E,6,Mainline,E,2215,0 +417212,37.82719,-122.281451,4,Alameda,I580-E,5,Mainline,E,2216,0 +420279,37.826861,-122.285019,4,Alameda,I580-E,5,Mainline,E,2217,0 +401218,37.891533,-122.308848,4,Alameda,I580-E,2,Mainline,E,2218,0 +405029,37.900628,-122.314601,4,Contra Costa,I580-E,3,Mainline,E,2219,0 +405024,37.905897,-122.31891,4,Contra Costa,I580-E,3,Mainline,E,2220,0 +400395,37.914244,-122.325871,4,Contra Costa,I580-E,3,Mainline,E,2221,0 +407017,37.917462,-122.329259,4,Contra Costa,I580-E,4,Mainline,E,2222,0 +400216,37.919642,-122.332292,4,Contra Costa,I580-E,3,Mainline,E,2223,0 +400202,37.92135,-122.337615,4,Contra Costa,I580-E,3,Mainline,E,2224,0 +400359,37.922431,-122.357855,4,Contra Costa,I580-E,3,Mainline,E,2225,0 +400639,37.927097,-122.37423,4,Contra Costa,I580-E,3,Mainline,E,2226,0 +424042,37.930921,-122.391041,4,Contra Costa,I580-E,3,Mainline,E,2227,0 +424031,37.931883,-122.400709,4,Contra Costa,I580-E,3,Mainline,E,2228,0 +424055,37.932214,-122.404914,4,Contra Costa,I580-E,3,Mainline,E,2229,0 +421238,37.933492,-122.42342,4,Contra Costa,I580-E,3,Mainline,E,2230,0 +421239,37.934702,-122.442418,4,Marin,I580-E,3,Mainline,E,2231,0 +421237,37.938416,-122.460813,4,Marin,I580-E,3,Mainline,E,2232,0 +424045,37.943045,-122.479558,4,Marin,I580-E,3,Mainline,E,2233,0 +424047,37.944818,-122.484261,4,Marin,I580-E,3,Mainline,E,2234,0 +424051,37.946218,-122.490886,4,Marin,I580-E,2,Mainline,E,2235,0 +402419,37.718428,-121.669385,4,Alameda,I580-W,4,Mainline,W,2236,0 +402421,37.721487,-121.676275,4,Alameda,I580-W,4,Mainline,W,2237,0 +402423,37.72094,-121.686875,4,Alameda,I580-W,4,Mainline,W,2238,0 +402409,37.718904,-121.69682,4,Alameda,I580-W,4,Mainline,W,2239,0 +402425,37.718757,-121.697517,4,Alameda,I580-W,4,Mainline,W,2240,0 +402217,37.717219,-121.704646,4,Alameda,I580-W,4,Mainline,W,2241,0 +402033,37.717123,-121.704989,4,Alameda,I580-W,4,Mainline,W,2242,0 +402407,37.713589,-121.713345,4,Alameda,I580-W,4,Mainline,W,2243,0 +402426,37.712635,-121.715594,4,Alameda,I580-W,5,Mainline,W,2244,0 +402218,37.708641,-121.725076,4,Alameda,I580-W,4,Mainline,W,2245,0 +402029,37.708574,-121.725238,4,Alameda,I580-W,5,Mainline,W,2246,0 +402405,37.704313,-121.735236,4,Alameda,I580-W,6,Mainline,W,2247,0 +402028,37.702801,-121.739963,4,Alameda,I580-W,4,Mainline,W,2248,0 +402429,37.702595,-121.741391,4,Alameda,I580-W,4,Mainline,W,2249,0 +402403,37.702595,-121.747543,4,Alameda,I580-W,6,Mainline,W,2250,0 +402025,37.702942,-121.755507,4,Alameda,I580-W,6,Mainline,W,2251,0 +402401,37.70248,-121.764596,4,Alameda,I580-W,6,Mainline,W,2252,0 +402027,37.700891,-121.774267,4,Alameda,I580-W,4,Mainline,W,2253,0 +402399,37.700224,-121.780045,4,Alameda,I580-W,6,Mainline,W,2254,0 +402433,37.699656,-121.787125,4,Alameda,I580-W,4,Mainline,W,2255,0 +412950,37.700896,-121.797342,4,Alameda,I580-W,6,Mainline,W,2256,0 +403393,37.700919,-121.801358,4,Alameda,I580-W,4,Mainline,W,2257,0 +403391,37.700926,-121.802636,4,Alameda,I580-W,5,Mainline,W,2258,0 +401531,37.701058,-121.812858,4,Alameda,I580-W,6,Mainline,W,2259,0 +400334,37.701111,-121.817968,4,Alameda,I580-W,5,Mainline,W,2260,0 +402007,37.701136,-121.819792,4,Alameda,I580-W,6,Mainline,W,2261,0 +403103,37.701171,-121.826724,4,Alameda,I580-W,6,Mainline,W,2262,0 +402438,37.701248,-121.836572,4,Alameda,I580-W,4,Mainline,W,2263,0 +402416,37.701361,-121.84861,4,Alameda,I580-W,5,Mainline,W,2264,0 +413635,37.701397,-121.851884,4,Alameda,I580-W,5,Mainline,W,2265,0 +403228,37.701495,-121.864059,4,Alameda,I580-W,6,Mainline,W,2266,0 +402019,37.701573,-121.871745,4,Alameda,I580-W,5,Mainline,W,2267,0 +402020,37.701578,-121.872112,4,Alameda,I580-W,6,Mainline,W,2268,0 +401851,37.701673,-121.883255,4,Alameda,I580-W,6,Mainline,W,2269,0 +400816,37.701684,-121.885255,4,Alameda,I580-W,5,Mainline,W,2270,0 +424420,37.701707,-121.887618,4,Alameda,I580-W,6,Mainline,W,2271,0 +402443,37.701773,-121.895981,4,Alameda,I580-W,6,Mainline,W,2272,0 +402016,37.70183,-121.90489,4,Alameda,I580-W,5,Mainline,W,2273,0 +402018,37.701847,-121.908181,4,Alameda,I580-W,6,Mainline,W,2274,0 +402444,37.701951,-121.915924,4,Alameda,I580-W,5,Mainline,W,2275,0 +410686,37.700807,-121.924022,4,Alameda,I580-W,5,Mainline,W,2276,0 +402445,37.698731,-121.93366,4,Alameda,I580-W,4,Mainline,W,2277,0 +402012,37.698503,-121.937095,4,Alameda,I580-W,4,Mainline,W,2278,0 +402221,37.698534,-121.945474,4,Alameda,I580-W,5,Mainline,W,2279,0 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Clara,I680-N,4,Mainline,N,2337,0 +407177,37.360223,-121.841285,4,Santa Clara,I680-N,4,Mainline,N,2338,0 +407179,37.368611,-121.846609,4,Santa Clara,I680-N,4,Mainline,N,2339,0 +407180,37.372785,-121.850839,4,Santa Clara,I680-N,4,Mainline,N,2340,0 +407181,37.379684,-121.857783,4,Santa Clara,I680-N,4,Mainline,N,2341,0 +407157,37.385475,-121.863839,4,Santa Clara,I680-N,4,Mainline,N,2342,0 +407155,37.391513,-121.870376,4,Santa Clara,I680-N,4,Mainline,N,2343,0 +407153,37.398059,-121.875211,4,Santa Clara,I680-N,4,Mainline,N,2344,0 +407174,37.40088,-121.876103,4,Santa Clara,I680-N,4,Mainline,N,2345,0 +407161,37.40777,-121.878234,4,Santa Clara,I680-N,4,Mainline,N,2346,0 +407152,37.416073,-121.880751,4,Santa Clara,I680-N,4,Mainline,N,2347,0 +407151,37.420741,-121.882093,4,Santa Clara,I680-N,4,Mainline,N,2348,0 +407150,37.427274,-121.884436,4,Santa Clara,I680-N,4,Mainline,N,2349,0 +407148,37.433665,-121.887868,4,Santa Clara,I680-N,3,Mainline,N,2350,0 +407163,37.438152,-121.889287,4,Santa Clara,I680-N,3,Mainline,N,2351,0 +407162,37.447443,-121.891175,4,Santa Clara,I680-N,3,Mainline,N,2352,0 +403244,37.449973,-121.891948,4,Santa Clara,I680-N,3,Mainline,N,2353,0 +400870,37.460605,-121.900727,4,Santa Clara,I680-N,3,Mainline,N,2354,0 +411716,37.464814,-121.904137,4,Alameda,I680-N,3,Mainline,N,2355,0 +400232,37.468847,-121.907383,4,Alameda,I680-N,3,Mainline,N,2356,0 +403246,37.471715,-121.909504,4,Alameda,I680-N,3,Mainline,N,2357,0 +401583,37.484267,-121.913886,4,Alameda,I680-N,4,Mainline,N,2358,0 +403250,37.489989,-121.917822,4,Alameda,I680-N,3,Mainline,N,2359,0 +403257,37.494134,-121.921456,4,Alameda,I680-N,4,Mainline,N,2360,0 +400376,37.496302,-121.923874,4,Alameda,I680-N,4,Mainline,N,2361,0 +413980,37.514578,-121.939494,4,Alameda,I680-N,4,Mainline,N,2362,0 +402794,37.514975,-121.939719,4,Alameda,I680-N,5,Mainline,N,2363,0 +413983,37.519172,-121.942186,4,Alameda,I680-N,3,Mainline,N,2364,0 +413984,37.526059,-121.945964,4,Alameda,I680-N,3,Mainline,N,2365,0 +413985,37.534768,-121.934386,4,Alameda,I680-N,3,Mainline,N,2366,0 +402796,37.536006,-121.931923,4,Alameda,I680-N,5,Mainline,N,2367,0 +402799,37.539395,-121.9258,4,Alameda,I680-N,3,Mainline,N,2368,0 +401608,37.706032,-121.925529,4,Alameda,I680-N,3,Mainline,N,2369,0 +401697,37.708575,-121.92765,4,Alameda,I680-N,5,Mainline,N,2370,0 +401582,37.710859,-121.929582,4,Alameda,I680-N,5,Mainline,N,2371,0 +401587,37.713274,-121.931606,4,Alameda,I680-N,5,Mainline,N,2372,0 +401594,37.716883,-121.934662,4,Alameda,I680-N,4,Mainline,N,2373,0 +400335,37.720756,-121.937891,4,Alameda,I680-N,4,Mainline,N,2374,0 +400546,37.724687,-121.941,4,Alameda,I680-N,5,Mainline,N,2375,0 +401434,37.724997,-121.941236,4,Contra Costa,I680-N,4,Mainline,N,2376,0 +401593,37.72851,-121.943953,4,Alameda,I680-N,4,Mainline,N,2377,0 +401359,37.729064,-121.944384,4,Contra Costa,I680-N,4,Mainline,N,2378,0 +401917,37.736265,-121.949884,4,Contra Costa,I680-N,4,Mainline,N,2379,0 +401102,37.747942,-121.957587,4,Contra Costa,I680-N,4,Mainline,N,2380,0 +400880,37.751602,-121.959813,4,Contra Costa,I680-N,4,Mainline,N,2381,0 +400212,37.75546,-121.962333,4,Contra Costa,I680-N,4,Mainline,N,2382,0 +406906,37.758682,-121.964418,4,Contra Costa,I680-N,4,Mainline,N,2383,0 +401487,37.761391,-121.966173,4,Contra Costa,I680-N,4,Mainline,N,2384,0 +401279,37.767312,-121.970029,4,Contra Costa,I680-N,5,Mainline,N,2385,0 +401955,37.771983,-121.972539,4,Contra Costa,I680-N,5,Mainline,N,2386,0 +401468,37.775076,-121.974082,4,Contra Costa,I680-N,4,Mainline,N,2387,0 +401441,37.777505,-121.9753,4,Contra Costa,I680-N,4,Mainline,N,2388,0 +400118,37.780195,-121.976672,4,Contra Costa,I680-N,4,Mainline,N,2389,0 +400988,37.784173,-121.978863,4,Contra Costa,I680-N,5,Mainline,N,2390,0 +401107,37.788293,-121.981119,4,Contra Costa,I680-N,5,Mainline,N,2391,0 +401098,37.797357,-121.98592,4,Contra Costa,I680-N,5,Mainline,N,2392,0 +401422,37.800538,-121.988095,4,Contra Costa,I680-N,5,Mainline,N,2393,0 +400152,37.805463,-121.990262,4,Contra Costa,I680-N,5,Mainline,N,2394,0 +400972,37.813212,-121.993211,4,Contra Costa,I680-N,4,Mainline,N,2395,0 +400090,37.819445,-121.993177,4,Contra Costa,I680-N,5,Mainline,N,2396,0 +400554,37.822475,-121.993421,4,Contra Costa,I680-N,4,Mainline,N,2397,0 +401314,37.823575,-121.993841,4,Contra Costa,I680-N,4,Mainline,N,2398,0 +400207,37.827979,-121.998142,4,Contra Costa,I680-N,4,Mainline,N,2399,0 +401112,37.832229,-122.004645,4,Contra Costa,I680-N,4,Mainline,N,2400,0 +401104,37.833874,-122.007206,4,Contra Costa,I680-N,4,Mainline,N,2401,0 +400712,37.835529,-122.009979,4,Contra Costa,I680-N,4,Mainline,N,2402,0 +400450,37.838067,-122.014224,4,Contra Costa,I680-N,4,Mainline,N,2403,0 +407463,37.839933,-122.017269,4,Contra Costa,I680-N,4,Mainline,N,2404,0 +407462,37.845783,-122.025397,4,Contra Costa,I680-N,4,Mainline,N,2405,0 +401724,37.849917,-122.028521,4,Contra Costa,I680-N,4,Mainline,N,2406,0 +401924,37.853385,-122.02894,4,Contra Costa,I680-N,4,Mainline,N,2407,0 +401444,37.857709,-122.030894,4,Contra Costa,I680-N,4,Mainline,N,2408,0 +400636,37.862189,-122.033884,4,Contra Costa,I680-N,4,Mainline,N,2409,0 +400933,37.86442,-122.036749,4,Contra Costa,I680-N,4,Mainline,N,2410,0 +401373,37.868315,-122.039906,4,Contra Costa,I680-N,4,Mainline,N,2411,0 +400785,37.871289,-122.042178,4,Contra Costa,I680-N,4,Mainline,N,2412,0 +400150,37.874155,-122.044346,4,Contra Costa,I680-N,4,Mainline,N,2413,0 +400303,37.875017,-122.045018,4,Contra Costa,I680-N,4,Mainline,N,2414,0 +401566,37.881591,-122.050662,4,Contra Costa,I680-N,4,Mainline,N,2415,0 +404683,37.889161,-122.057599,4,Contra Costa,I680-N,5,Mainline,N,2416,0 +400211,37.8897,-122.058213,4,Contra Costa,I680-N,5,Mainline,N,2417,0 +400025,37.892272,-122.06331,4,Contra Costa,I680-N,5,Mainline,N,2418,0 +404694,37.89526,-122.069583,4,Contra Costa,I680-N,3,Mainline,N,2419,0 +400801,37.897448,-122.070857,4,Contra Costa,I680-N,4,Mainline,N,2420,0 +401095,37.901176,-122.070224,4,Contra Costa,I680-N,4,Mainline,N,2421,0 +401542,37.906311,-122.069159,4,Contra Costa,I680-N,6,Mainline,N,2422,0 +400078,37.913722,-122.066597,4,Contra Costa,I680-N,6,Mainline,N,2423,0 +400814,37.917697,-122.063663,4,Contra Costa,I680-N,5,Mainline,N,2424,0 +401407,37.921844,-122.061541,4,Contra Costa,I680-N,6,Mainline,N,2425,0 +407464,37.926535,-122.060476,4,Contra Costa,I680-N,4,Mainline,N,2426,0 +404684,37.932612,-122.060086,4,Contra Costa,I680-N,6,Mainline,N,2427,0 +404696,37.932757,-122.060083,4,Contra Costa,I680-N,6,Mainline,N,2428,0 +400505,37.935645,-122.060104,4,Contra Costa,I680-N,6,Mainline,N,2429,0 +401762,37.942855,-122.05913,4,Contra Costa,I680-N,6,Mainline,N,2430,0 +401778,37.943954,-122.05866,4,Contra Costa,I680-N,5,Mainline,N,2431,0 +401770,37.947233,-122.057213,4,Contra Costa,I680-N,5,Mainline,N,2432,0 +420614,37.954465,-122.053923,4,Contra Costa,I680-N,6,Mainline,N,2433,0 +420613,37.959899,-122.052701,4,Contra Costa,I680-N,3,Mainline,N,2434,0 +401742,37.963414,-122.054436,4,Contra Costa,I680-N,4,Mainline,N,2435,0 +400184,37.964604,-122.055102,4,Contra Costa,I680-N,4,Mainline,N,2436,0 +407452,37.97016,-122.059344,4,Contra Costa,I680-N,3,Mainline,N,2437,0 +407457,37.978657,-122.065116,4,Contra Costa,I680-N,4,Mainline,N,2438,0 +407455,37.982228,-122.065865,4,Contra Costa,I680-N,4,Mainline,N,2439,0 +407456,37.98524,-122.066466,4,Contra Costa,I680-N,4,Mainline,N,2440,0 +401718,37.993647,-122.068919,4,Contra Costa,I680-N,5,Mainline,N,2441,0 +405924,37.996163,-122.071677,4,Contra Costa,I680-N,5,Mainline,N,2442,0 +401113,37.999266,-122.075542,4,Contra Costa,I680-N,5,Mainline,N,2443,0 +401780,38.002078,-122.078721,4,Contra Costa,I680-N,4,Mainline,N,2444,0 +404687,38.005708,-122.082669,4,Contra Costa,I680-N,4,Mainline,N,2445,0 +404690,38.014321,-122.091647,4,Contra Costa,I680-N,4,Mainline,N,2446,0 +401768,38.020646,-122.100069,4,Contra Costa,I680-N,4,Mainline,N,2447,0 +402411,38.024635,-122.109562,4,Contra Costa,I680-N,4,Mainline,N,2448,0 +402541,38.031982,-122.11675,4,Contra Costa,I680-N,5,Mainline,N,2449,0 +402151,38.041481,-122.120454,4,Solano,I680-N,5,Mainline,N,2450,0 +402153,38.04334,-122.121891,4,Solano,I680-N,5,Mainline,N,2451,0 +402155,38.045206,-122.123374,4,Solano,I680-N,5,Mainline,N,2452,0 +402158,38.047027,-122.124819,4,Solano,I680-N,5,Mainline,N,2453,0 +407460,38.061999,-122.131285,4,Solano,I680-N,2,Mainline,N,2454,0 +400295,38.070032,-122.126275,4,Solano,I680-N,2,Mainline,N,2455,0 +404692,38.074753,-122.122338,4,Solano,I680-N,2,Mainline,N,2456,0 +400369,38.088513,-122.109515,4,Solano,I680-N,2,Mainline,N,2457,0 +400287,38.116567,-122.106057,4,Solano,I680-N,2,Mainline,N,2458,0 +401424,38.145138,-122.109703,4,Solano,I680-N,2,Mainline,N,2459,0 +400551,38.182144,-122.133796,4,Solano,I680-N,2,Mainline,N,2460,0 +400805,38.204729,-122.137909,4,Solano,I680-N,2,Mainline,N,2461,0 +400665,37.341439,-121.849299,4,Santa Clara,I680-S,4,Mainline,S,2462,0 +418817,37.341525,-121.849158,4,Santa Clara,I680-S,3,Mainline,S,2463,0 +407194,37.344191,-121.845564,4,Santa Clara,I680-S,6,Mainline,S,2464,0 +400535,37.349493,-121.839218,4,Santa Clara,I680-S,5,Mainline,S,2465,0 +407196,37.35456,-121.838284,4,Santa Clara,I680-S,4,Mainline,S,2466,0 +407197,37.355237,-121.838607,4,Santa Clara,I680-S,4,Mainline,S,2467,0 +407202,37.360613,-121.841794,4,Santa Clara,I680-S,4,Mainline,S,2468,0 +407204,37.366097,-121.845103,4,Santa Clara,I680-S,4,Mainline,S,2469,0 +407206,37.372897,-121.851246,4,Santa Clara,I680-S,4,Mainline,S,2470,0 +407207,37.379794,-121.858188,4,Santa Clara,I680-S,4,Mainline,S,2471,0 +407187,37.383139,-121.861675,4,Santa Clara,I680-S,4,Mainline,S,2472,0 +407186,37.391614,-121.870798,4,Santa Clara,I680-S,4,Mainline,S,2473,0 +407200,37.398207,-121.875543,4,Santa Clara,I680-S,4,Mainline,S,2474,0 +407191,37.407919,-121.878542,4,Santa Clara,I680-S,4,Mainline,S,2475,0 +407190,37.412704,-121.880023,4,Santa Clara,I680-S,4,Mainline,S,2476,0 +407185,37.420881,-121.882423,4,Santa Clara,I680-S,4,Mainline,S,2477,0 +407184,37.427403,-121.884848,4,Santa Clara,I680-S,4,Mainline,S,2478,0 +403237,37.433785,-121.888307,4,Santa Clara,I680-S,5,Mainline,S,2479,0 +403240,37.440283,-121.890041,4,Santa Clara,I680-S,5,Mainline,S,2480,0 +403243,37.446722,-121.891377,4,Santa Clara,I680-S,4,Mainline,S,2481,0 +403245,37.450086,-121.892368,4,Santa Clara,I680-S,5,Mainline,S,2482,0 +400791,37.460727,-121.901158,4,Santa Clara,I680-S,5,Mainline,S,2483,0 +403169,37.464949,-121.904686,4,Alameda,I680-S,4,Mainline,S,2484,0 +400695,37.468731,-121.907735,4,Alameda,I680-S,4,Mainline,S,2485,0 +403247,37.471574,-121.909912,4,Alameda,I680-S,5,Mainline,S,2486,0 +400602,37.484104,-121.914359,4,Alameda,I680-S,4,Mainline,S,2487,0 +403251,37.489832,-121.918271,4,Alameda,I680-S,5,Mainline,S,2488,0 +403254,37.494036,-121.921808,4,Alameda,I680-S,5,Mainline,S,2489,0 +400566,37.496212,-121.924229,4,Alameda,I680-S,5,Mainline,S,2490,0 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Costa,I680-S,3,Mainline,S,2560,0 +401111,37.906086,-122.069493,4,Contra Costa,I680-S,5,Mainline,S,2561,0 +407475,37.914749,-122.066515,4,Contra Costa,I680-S,6,Mainline,S,2562,0 +400208,37.918191,-122.06364,4,Contra Costa,I680-S,5,Mainline,S,2563,0 +400883,37.92161,-122.061947,4,Contra Costa,I680-S,7,Mainline,S,2564,0 +401522,37.925437,-122.060919,4,Contra Costa,I680-S,6,Mainline,S,2565,0 +401283,37.92803,-122.060616,4,Contra Costa,I680-S,6,Mainline,S,2566,0 +400193,37.935406,-122.060387,4,Contra Costa,I680-S,4,Mainline,S,2567,0 +401280,37.94137,-122.060054,4,Contra Costa,I680-S,7,Mainline,S,2568,0 +400037,37.943971,-122.058927,4,Contra Costa,I680-S,6,Mainline,S,2569,0 +401734,37.947268,-122.057489,4,Contra Costa,I680-S,6,Mainline,S,2570,0 +400110,37.951643,-122.055554,4,Contra Costa,I680-S,6,Mainline,S,2571,0 +420645,37.954719,-122.054067,4,Contra Costa,I680-S,7,Mainline,S,2572,0 +420643,37.960182,-122.052944,4,Contra Costa,I680-S,4,Mainline,S,2573,0 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Clara,I880-S,3,Mainline,S,2717,0 +400709,37.341275,-121.927699,4,Santa Clara,I880-S,4,Mainline,S,2718,0 +400253,37.342957,-121.925721,4,Santa Clara,I880-S,3,Mainline,S,2719,0 +400508,37.34766,-121.919969,4,Santa Clara,I880-S,3,Mainline,S,2720,0 +403265,37.349229,-121.917686,4,Santa Clara,I880-S,3,Mainline,S,2721,0 +403225,37.349517,-121.91728,4,Santa Clara,I880-S,3,Mainline,S,2722,0 +401440,37.356826,-121.908804,4,Santa Clara,I880-S,4,Mainline,S,2723,0 +400030,37.359087,-121.906538,4,Santa Clara,I880-S,4,Mainline,S,2724,0 +400479,37.362439,-121.903211,4,Santa Clara,I880-S,4,Mainline,S,2725,0 +404759,37.365167,-121.901551,4,Santa Clara,I880-S,4,Mainline,S,2726,0 +400971,37.368669,-121.901336,4,Santa Clara,I880-S,4,Mainline,S,2727,0 +402121,37.380274,-121.904061,4,Santa Clara,I880-S,4,Mainline,S,2728,0 +402282,37.384485,-121.905044,4,Santa Clara,I880-S,4,Mainline,S,2729,0 +402284,37.391557,-121.90671,4,Santa Clara,I880-S,4,Mainline,S,2730,0 +423148,37.395106,-121.907561,4,Santa Clara,I880-S,4,Mainline,S,2731,0 +402120,37.399227,-121.908515,4,Santa Clara,I880-S,4,Mainline,S,2732,0 +402287,37.405777,-121.910072,4,Santa Clara,I880-S,5,Mainline,S,2733,0 +400238,37.413256,-121.912324,4,Santa Clara,I880-S,4,Mainline,S,2734,0 +402119,37.421182,-121.915036,4,Santa Clara,I880-S,4,Mainline,S,2735,0 +402291,37.438079,-121.919899,4,Santa Clara,I880-S,6,Mainline,S,2736,0 +402293,37.44531,-121.921119,4,Santa Clara,I880-S,6,Mainline,S,2737,0 +401642,37.451227,-121.922218,4,Santa Clara,I880-S,6,Mainline,S,2738,0 +401637,37.4562,-121.923217,4,Alameda,I880-S,5,Mainline,S,2739,0 +402801,37.462951,-121.926164,4,Alameda,I880-S,6,Mainline,S,2740,0 +402829,37.467664,-121.92854,4,Alameda,I880-S,6,Mainline,S,2741,0 +407221,37.477791,-121.933545,4,Alameda,I880-S,6,Mainline,S,2742,0 +402788,37.478472,-121.933858,4,Alameda,I880-S,4,Mainline,S,2743,0 +408757,37.483008,-121.936464,4,Alameda,I880-S,4,Mainline,S,2744,0 +402803,37.484241,-121.937739,4,Alameda,I880-S,5,Mainline,S,2745,0 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+602310,35.270974,-119.228967,6,Kern,I5-S,2,Mainline,S,3069,0 +602516,35.320332,-119.2875,6,Kern,I5-S,2,Mainline,S,3070,0 +602518,35.365128,-119.350742,6,Kern,I5-S,2,Mainline,S,3071,0 +602519,35.415016,-119.419819,6,Kern,I5-S,2,Mainline,S,3072,0 +602315,35.441675,-119.456339,6,Kern,I5-S,2,Mainline,S,3073,0 +602734,35.83923,-119.820048,6,Kings,I5-S,2,Mainline,S,3074,0 +602326,35.875635,-119.853004,6,Kings,I5-S,2,Mainline,S,3075,0 +602505,35.934417,-119.912116,6,Kings,I5-S,2,Mainline,S,3076,0 +602506,35.947231,-119.925252,6,Kings,I5-S,2,Mainline,S,3077,0 +602589,36.060723,-120.075539,6,Kings,I5-S,2,Mainline,S,3078,0 +602590,36.076771,-120.102334,6,Fresno,I5-S,2,Mainline,S,3079,0 +602591,36.20939,-120.215693,6,Fresno,I5-S,2,Mainline,S,3080,0 +602592,36.252771,-120.243043,6,Fresno,I5-S,2,Mainline,S,3081,0 +602731,36.359784,-120.326454,6,Fresno,I5-S,2,Mainline,S,3082,0 +602732,36.383302,-120.347461,6,Fresno,I5-S,2,Mainline,S,3083,0 +602335,36.443922,-120.401737,6,Fresno,I5-S,2,Mainline,S,3084,0 +602340,36.643949,-120.62644,6,Fresno,I5-S,2,Mainline,S,3085,0 +602336,36.678245,-120.652713,6,Fresno,I5-S,2,Mainline,S,3086,0 +602337,36.778411,-120.724714,6,Fresno,I5-S,2,Mainline,S,3087,0 +602338,36.853651,-120.776448,6,Fresno,I5-S,2,Mainline,S,3088,0 +601535,36.001852,-119.959425,6,Kings,SR41-N,1,Mainline,N,3089,1 +601222,36.694848,-119.785758,6,Fresno,SR41-N,2,Mainline,N,3090,1 +601517,36.698906,-119.785773,6,Fresno,SR41-N,2,Mainline,N,3091,1 +601220,36.70603,-119.785007,6,Fresno,SR41-N,2,Mainline,N,3092,1 +601221,36.708235,-119.784501,6,Fresno,SR41-N,3,Mainline,N,3093,1 +601520,36.713512,-119.78427,6,Fresno,SR41-N,3,Mainline,N,3094,1 +601522,36.719004,-119.784725,6,Fresno,SR41-N,3,Mainline,N,3095,1 +601209,36.728846,-119.782305,6,Fresno,SR41-N,3,Mainline,N,3096,1 +601526,36.738714,-119.777456,6,Fresno,SR41-N,4,Mainline,N,3097,1 +601211,36.742445,-119.777312,6,Fresno,SR41-N,3,Mainline,N,3098,1 +601212,36.745383,-119.776414,6,Fresno,SR41-N,3,Mainline,N,3099,1 +601528,36.749872,-119.776007,6,Fresno,SR41-N,5,Mainline,N,3100,1 +601256,36.756366,-119.775627,6,Fresno,SR41-N,3,Mainline,N,3101,1 +601530,36.760067,-119.775423,6,Fresno,SR41-N,3,Mainline,N,3102,1 +601213,36.765707,-119.777389,6,Fresno,SR41-N,3,Mainline,N,3103,1 +601214,36.778591,-119.784664,6,Fresno,SR41-N,3,Mainline,N,3104,1 +601215,36.780916,-119.784553,6,Fresno,SR41-N,3,Mainline,N,3105,1 +601414,36.795228,-119.784947,6,Fresno,SR41-N,3,Mainline,N,3106,1 +601536,36.801465,-119.785181,6,Fresno,SR41-N,3,Mainline,N,3107,1 +601416,36.807533,-119.785135,6,Fresno,SR41-N,3,Mainline,N,3108,1 +601415,36.810161,-119.785152,6,Fresno,SR41-N,3,Mainline,N,3109,1 +601538,36.815981,-119.785232,6,Fresno,SR41-N,3,Mainline,N,3110,1 +601417,36.824654,-119.785024,6,Fresno,SR41-N,3,Mainline,N,3111,1 +601540,36.830315,-119.784939,6,Fresno,SR41-N,3,Mainline,N,3112,1 +601542,36.843746,-119.784809,6,Fresno,SR41-N,4,Mainline,N,3113,1 +614163,36.850705,-119.786166,6,Fresno,SR41-N,4,Mainline,N,3114,1 +601541,36.8618,-119.791344,6,Fresno,SR41-N,2,Mainline,N,3115,1 +601544,36.880419,-119.792621,6,Madera,SR41-N,2,Mainline,N,3116,1 +602517,36.698943,-119.78606,6,Fresno,SR41-S,2,Mainline,S,3117,1 +602520,36.713529,-119.784614,6,Fresno,SR41-S,2,Mainline,S,3118,1 +602522,36.718986,-119.785004,6,Fresno,SR41-S,3,Mainline,S,3119,1 +602526,36.738753,-119.77771,6,Fresno,SR41-S,4,Mainline,S,3120,1 +601498,36.740683,-119.777753,6,Fresno,SR41-S,3,Mainline,S,3121,1 +602529,36.749913,-119.77631,6,Fresno,SR41-S,3,Mainline,S,3122,1 +601259,36.751724,-119.776206,6,Fresno,SR41-S,3,Mainline,S,3123,1 +602530,36.760038,-119.775787,6,Fresno,SR41-S,3,Mainline,S,3124,1 +601411,36.766155,-119.778537,6,Fresno,SR41-S,3,Mainline,S,3125,1 +601413,36.777856,-119.785028,6,Fresno,SR41-S,3,Mainline,S,3126,1 +601412,36.780471,-119.784873,6,Fresno,SR41-S,3,Mainline,S,3127,1 +601205,36.792366,-119.784833,6,Fresno,SR41-S,3,Mainline,S,3128,1 +602536,36.801478,-119.785466,6,Fresno,SR41-S,3,Mainline,S,3129,1 +601206,36.807473,-119.785435,6,Fresno,SR41-S,3,Mainline,S,3130,1 +601207,36.808576,-119.78544,6,Fresno,SR41-S,3,Mainline,S,3131,1 +602538,36.815994,-119.785579,6,Fresno,SR41-S,3,Mainline,S,3132,1 +601208,36.82047,-119.785561,6,Fresno,SR41-S,3,Mainline,S,3133,1 +602540,36.830315,-119.785251,6,Fresno,SR41-S,3,Mainline,S,3134,1 +601216,36.833207,-119.785242,6,Fresno,SR41-S,3,Mainline,S,3135,1 +601218,36.834941,-119.785203,6,Fresno,SR41-S,3,Mainline,S,3136,1 +602542,36.84376,-119.785133,6,Fresno,SR41-S,3,Mainline,S,3137,1 +624163,36.850615,-119.786527,6,Fresno,SR41-S,2,Mainline,S,3138,1 +601217,36.852701,-119.787844,6,Fresno,SR41-S,2,Mainline,S,3139,1 +601219,36.852727,-119.787862,6,Fresno,SR41-S,2,Mainline,S,3140,1 +602541,36.861822,-119.791724,6,Fresno,SR41-S,2,Mainline,S,3141,1 +602544,36.880425,-119.79303,6,Madera,SR41-S,2,Mainline,S,3142,1 +601101,36.890711,-119.793037,6,Madera,SR41-S,2,Mainline,S,3143,1 +601102,36.893199,-119.792958,6,Madera,SR41-S,2,Mainline,S,3144,1 +601584,35.352323,-119.003744,6,Kern,SR58-E,3,Mainline,E,3145,1 +601586,35.352313,-119.001916,6,Kern,SR58-E,3,Mainline,E,3146,1 +601588,35.352276,-118.983852,6,Kern,SR58-E,3,Mainline,E,3147,1 +615829,35.352843,-118.967066,6,Kern,SR58-E,3,Mainline,E,3148,1 +625851,35.352112,-118.95074,6,Kern,SR58-E,3,Mainline,E,3149,1 +615833,35.35214,-118.932187,6,Kern,SR58-E,3,Mainline,E,3150,1 +615835,35.352025,-118.912677,6,Kern,SR58-E,3,Mainline,E,3151,1 +625856,35.350566,-118.897031,6,Kern,SR58-E,2,Mainline,E,3152,1 +601582,35.352622,-119.022661,6,Kern,SR58-W,3,Mainline,W,3153,1 +601585,35.35248,-119.001791,6,Kern,SR58-W,3,Mainline,W,3154,1 +601587,35.352523,-118.983971,6,Kern,SR58-W,3,Mainline,W,3155,1 +625829,35.353134,-118.967083,6,Kern,SR58-W,3,Mainline,W,3156,1 +615851,35.352354,-118.950755,6,Kern,SR58-W,3,Mainline,W,3157,1 +625833,35.352394,-118.9322,6,Kern,SR58-W,3,Mainline,W,3158,1 +625835,35.352306,-118.912762,6,Kern,SR58-W,3,Mainline,W,3159,1 +615856,35.35079,-118.896998,6,Kern,SR58-W,2,Mainline,W,3160,1 +601376,35.019284,-118.955615,6,Kern,SR99-N,3,Mainline,N,3161,1 +601931,35.056774,-118.967439,6,Kern,SR99-N,3,Mainline,N,3162,1 +601932,35.09648,-118.980017,6,Kern,SR99-N,3,Mainline,N,3163,1 +601359,35.169108,-119.003023,6,Kern,SR99-N,3,Mainline,N,3164,1 +629971,35.259804,-119.020932,6,Kern,SR99-N,3,Mainline,N,3165,1 +629972,35.268008,-119.023052,6,Kern,SR99-N,3,Mainline,N,3166,1 +619973,35.274118,-119.024662,6,Kern,SR99-N,3,Mainline,N,3167,1 +601272,35.280445,-119.026307,6,Kern,SR99-N,4,Mainline,N,3168,1 +601274,35.28301,-119.026971,6,Kern,SR99-N,4,Mainline,N,3169,1 +619975,35.288978,-119.028562,6,Kern,SR99-N,3,Mainline,N,3170,1 +619976,35.295682,-119.030301,6,Kern,SR99-N,3,Mainline,N,3171,1 +629977,35.295696,-119.030304,6,Kern,SR99-N,3,Mainline,N,3172,1 +619978,35.308021,-119.033567,6,Kern,SR99-N,3,Mainline,N,3173,1 +619979,35.314816,-119.035362,6,Kern,SR99-N,3,Mainline,N,3174,1 +619980,35.333332,-119.039494,6,Kern,SR99-N,3,Mainline,N,3175,1 +629992,35.367931,-119.04156,6,Kern,SR99-N,4,Mainline,N,3176,1 +601358,35.361231,-119.039406,6,Kern,SR99-N,4,Mainline,N,3177,1 +629995,35.403445,-119.045725,6,Kern,SR99-N,4,Mainline,N,3178,1 +603260,35.411668,-119.05409,6,Kern,SR99-N,4,Mainline,N,3179,1 +601934,35.416016,-119.05878,6,Kern,SR99-N,3,Mainline,N,3180,1 +601368,35.427225,-119.067421,6,Kern,SR99-N,3,Mainline,N,3181,1 +601369,35.434792,-119.075947,6,Kern,SR99-N,3,Mainline,N,3182,1 +629989,35.44093,-119.083382,6,Kern,SR99-N,3,Mainline,N,3183,1 +619990,35.445565,-119.092658,6,Kern,SR99-N,3,Mainline,N,3184,1 +601360,35.466048,-119.119763,6,Kern,SR99-N,3,Mainline,N,3185,1 +611361,35.487599,-119.148023,6,Kern,SR99-N,3,Mainline,N,3186,1 +601380,35.506151,-119.172574,6,Kern,SR99-N,3,Mainline,N,3187,1 +601939,35.527407,-119.188702,6,Kern,SR99-N,3,Mainline,N,3188,1 +601940,35.555115,-119.196856,6,Kern,SR99-N,3,Mainline,N,3189,1 +601373,35.57983,-119.203096,6,Kern,SR99-N,3,Mainline,N,3190,1 +601374,35.602151,-119.211175,6,Kern,SR99-N,3,Mainline,N,3191,1 +601943,35.623805,-119.214248,6,Kern,SR99-N,3,Mainline,N,3192,1 +601375,35.649965,-119.220525,6,Kern,SR99-N,3,Mainline,N,3193,1 +601944,35.678413,-119.22745,6,Kern,SR99-N,3,Mainline,N,3194,1 +601106,35.688853,-119.229493,6,Kern,SR99-N,3,Mainline,N,3195,1 +601379,35.71825,-119.237166,6,Kern,SR99-N,3,Mainline,N,3196,1 +601945,35.745673,-119.243156,6,Kern,SR99-N,3,Mainline,N,3197,1 +601946,35.754718,-119.24702,6,Kern,SR99-N,3,Mainline,N,3198,1 +601947,35.764189,-119.249635,6,Kern,SR99-N,3,Mainline,N,3199,1 +601948,35.774881,-119.252122,6,Kern,SR99-N,3,Mainline,N,3200,1 +601904,35.795586,-119.253538,6,Tulare,SR99-N,2,Mainline,N,3201,1 +601381,35.831801,-119.259886,6,Tulare,SR99-N,2,Mainline,N,3202,1 +601929,35.867665,-119.270135,6,Tulare,SR99-N,2,Mainline,N,3203,1 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+601402,36.370614,-119.434009,6,Tulare,SR99-N,3,Mainline,N,3219,1 +601912,36.400843,-119.453986,6,Tulare,SR99-N,3,Mainline,N,3220,1 +601913,36.414831,-119.463179,6,Tulare,SR99-N,3,Mainline,N,3221,1 +601914,36.432115,-119.474554,6,Tulare,SR99-N,3,Mainline,N,3222,1 +601403,36.452213,-119.490374,6,Tulare,SR99-N,3,Mainline,N,3223,1 +601404,36.455198,-119.491747,6,Tulare,SR99-N,3,Mainline,N,3224,1 +601405,36.473667,-119.501939,6,Tulare,SR99-N,3,Mainline,N,3225,1 +601367,36.489904,-119.518028,6,Tulare,SR99-N,3,Mainline,N,3226,1 +601406,36.508074,-119.549762,6,Fresno,SR99-N,3,Mainline,N,3227,1 +602928,36.624246,-119.681873,6,Fresno,SR99-N,3,Mainline,N,3228,1 +601901,36.627538,-119.685206,6,Fresno,SR99-N,3,Mainline,N,3229,1 +601902,36.63098,-119.689006,6,Fresno,SR99-N,3,Mainline,N,3230,1 +601423,36.634089,-119.692439,6,Fresno,SR99-N,3,Mainline,N,3231,1 +601105,36.642613,-119.701748,6,Fresno,SR99-N,3,Mainline,N,3232,1 +601905,36.647634,-119.707248,6,Fresno,SR99-N,3,Mainline,N,3233,1 +601906,36.65278,-119.712838,6,Fresno,SR99-N,3,Mainline,N,3234,1 +601907,36.658126,-119.718685,6,Fresno,SR99-N,3,Mainline,N,3235,1 +601908,36.663465,-119.724554,6,Fresno,SR99-N,3,Mainline,N,3236,1 +601909,36.66893,-119.730553,6,Fresno,SR99-N,3,Mainline,N,3237,1 +601910,36.673946,-119.736377,6,Fresno,SR99-N,3,Mainline,N,3238,1 +601911,36.681583,-119.745473,6,Fresno,SR99-N,3,Mainline,N,3239,1 +629951,36.689486,-119.755102,6,Fresno,SR99-N,3,Mainline,N,3240,1 +629952,36.695256,-119.762094,6,Fresno,SR99-N,3,Mainline,N,3241,1 +619953,36.703977,-119.771018,6,Fresno,SR99-N,3,Mainline,N,3242,1 +601425,36.734045,-119.802391,6,Fresno,SR99-N,3,Mainline,N,3243,1 +601432,36.740679,-119.813888,6,Fresno,SR99-N,3,Mainline,N,3244,1 +601433,36.745167,-119.82068,6,Fresno,SR99-N,3,Mainline,N,3245,1 +629961,36.751115,-119.825539,6,Fresno,SR99-N,3,Mainline,N,3246,1 +601263,36.757982,-119.830018,6,Fresno,SR99-N,3,Mainline,N,3247,1 +603264,36.763339,-119.833254,6,Fresno,SR99-N,3,Mainline,N,3248,1 +603265,36.772229,-119.838901,6,Fresno,SR99-N,3,Mainline,N,3249,1 +601266,36.772777,-119.839047,6,Fresno,SR99-N,3,Mainline,N,3250,1 +601434,36.779908,-119.846429,6,Fresno,SR99-N,4,Mainline,N,3251,1 +603267,36.789239,-119.856767,6,Fresno,SR99-N,3,Mainline,N,3252,1 +601436,36.797515,-119.871005,6,Fresno,SR99-N,3,Mainline,N,3253,1 +619966,36.80348,-119.879873,6,Fresno,SR99-N,3,Mainline,N,3254,1 +601314,36.807197,-119.885391,6,Fresno,SR99-N,3,Mainline,N,3255,1 +601312,36.8149,-119.89557,6,Fresno,SR99-N,3,Mainline,N,3256,1 +619968,36.820292,-119.902294,6,Fresno,SR99-N,3,Mainline,N,3257,1 +601308,36.828907,-119.913118,6,Fresno,SR99-N,3,Mainline,N,3258,1 +603239,36.830269,-119.91482,6,Fresno,SR99-N,3,Mainline,N,3259,1 +601313,36.838157,-119.924761,6,Fresno,SR99-N,3,Mainline,N,3260,1 +601316,36.841502,-119.929542,6,Fresno,SR99-N,3,Mainline,N,3261,1 +601925,36.846531,-119.939099,6,Madera,SR99-N,2,Mainline,N,3262,1 +601311,36.851068,-119.946492,6,Madera,SR99-N,3,Mainline,N,3263,1 +601442,36.866384,-119.961333,6,Madera,SR99-N,2,Mainline,N,3264,1 +601922,36.880052,-119.976543,6,Madera,SR99-N,2,Mainline,N,3265,1 +601923,36.895081,-119.991097,6,Madera,SR99-N,2,Mainline,N,3266,1 +601924,36.909195,-120.00567,6,Madera,SR99-N,2,Mainline,N,3267,1 +601443,36.919616,-120.016523,6,Madera,SR99-N,2,Mainline,N,3268,1 +601320,36.924917,-120.022887,6,Madera,SR99-N,3,Mainline,N,3269,1 +601935,36.937767,-120.035377,6,Madera,SR99-N,3,Mainline,N,3270,1 +601301,36.949297,-120.04888,6,Madera,SR99-N,3,Mainline,N,3271,1 +601302,36.953088,-120.055492,6,Madera,SR99-N,3,Mainline,N,3272,1 +601303,36.957202,-120.060266,6,Madera,SR99-N,3,Mainline,N,3273,1 +601304,36.963391,-120.066637,6,Madera,SR99-N,3,Mainline,N,3274,1 +601385,36.970161,-120.071835,6,Madera,SR99-N,3,Mainline,N,3275,1 +601305,36.974977,-120.076602,6,Madera,SR99-N,3,Mainline,N,3276,1 +601306,36.982465,-120.084614,6,Madera,SR99-N,2,Mainline,N,3277,1 +601936,36.989554,-120.092474,6,Madera,SR99-N,3,Mainline,N,3278,1 +601937,36.996506,-120.102115,6,Madera,SR99-N,3,Mainline,N,3279,1 +601307,37.022009,-120.132246,6,Madera,SR99-N,2,Mainline,N,3280,1 +602307,37.022021,-120.132257,6,Madera,SR99-N,3,Mainline,N,3281,1 +601317,37.040128,-120.15519,6,Madera,SR99-N,2,Mainline,N,3282,1 +601321,37.062663,-120.181724,6,Madera,SR99-N,3,Mainline,N,3283,1 +601319,37.077627,-120.200656,6,Madera,SR99-N,3,Mainline,N,3284,1 +601322,37.09533,-120.214488,6,Madera,SR99-N,2,Mainline,N,3285,1 +601323,37.123683,-120.247938,6,Madera,SR99-N,2,Mainline,N,3286,1 +601366,37.141628,-120.274,6,Madera,SR99-N,2,Mainline,N,3287,1 +602376,35.019264,-118.955822,6,Kern,SR99-S,3,Mainline,S,3288,1 +602931,35.056749,-118.967662,6,Kern,SR99-S,3,Mainline,S,3289,1 +602932,35.096296,-118.98019,6,Kern,SR99-S,3,Mainline,S,3290,1 +602359,35.16908,-119.003271,6,Kern,SR99-S,3,Mainline,S,3291,1 +619971,35.259786,-119.021205,6,Kern,SR99-S,3,Mainline,S,3292,1 +619972,35.267992,-119.023345,6,Kern,SR99-S,3,Mainline,S,3293,1 +629973,35.274117,-119.024957,6,Kern,SR99-S,3,Mainline,S,3294,1 +601271,35.280559,-119.026606,6,Kern,SR99-S,4,Mainline,S,3295,1 +601273,35.282164,-119.027023,6,Kern,SR99-S,4,Mainline,S,3296,1 +629975,35.288966,-119.028784,6,Kern,SR99-S,3,Mainline,S,3297,1 +629976,35.307416,-119.033629,6,Kern,SR99-S,3,Mainline,S,3298,1 +619977,35.313316,-119.035181,6,Kern,SR99-S,3,Mainline,S,3299,1 +629978,35.308045,-119.033794,6,Kern,SR99-S,3,Mainline,S,3300,1 +629979,35.314794,-119.035585,6,Kern,SR99-S,3,Mainline,S,3301,1 +619982,35.357083,-119.039571,6,Kern,SR99-S,4,Mainline,S,3302,1 +602358,35.361245,-119.03963,6,Kern,SR99-S,4,Mainline,S,3303,1 +619985,35.403464,-119.045983,6,Kern,SR99-S,4,Mainline,S,3304,1 +601260,35.411658,-119.054407,6,Kern,SR99-S,4,Mainline,S,3305,1 +602934,35.416027,-119.059079,6,Kern,SR99-S,3,Mainline,S,3306,1 +602368,35.427137,-119.067723,6,Kern,SR99-S,3,Mainline,S,3307,1 +602369,35.434728,-119.076127,6,Kern,SR99-S,3,Mainline,S,3308,1 +619989,35.44077,-119.083612,6,Kern,SR99-S,3,Mainline,S,3309,1 +629990,35.445708,-119.09246,6,Kern,SR99-S,3,Mainline,S,3310,1 +602360,35.465975,-119.119952,6,Kern,SR99-S,3,Mainline,S,3311,1 +622361,35.487535,-119.148426,6,Kern,SR99-S,3,Mainline,S,3312,1 +602380,35.506229,-119.172886,6,Kern,SR99-S,3,Mainline,S,3313,1 +602939,35.527448,-119.188977,6,Kern,SR99-S,3,Mainline,S,3314,1 +602940,35.555126,-119.197134,6,Kern,SR99-S,3,Mainline,S,3315,1 +602373,35.579861,-119.203298,6,Kern,SR99-S,3,Mainline,S,3316,1 +602374,35.60201,-119.211393,6,Kern,SR99-S,3,Mainline,S,3317,1 +602943,35.623795,-119.214523,6,Kern,SR99-S,3,Mainline,S,3318,1 +602375,35.650103,-119.220962,6,Kern,SR99-S,3,Mainline,S,3319,1 +602944,35.678396,-119.22766,6,Kern,SR99-S,3,Mainline,S,3320,1 +602106,35.688839,-119.229755,6,Kern,SR99-S,3,Mainline,S,3321,1 +602379,35.718266,-119.237387,6,Kern,SR99-S,3,Mainline,S,3322,1 +602945,35.745671,-119.243395,6,Kern,SR99-S,3,Mainline,S,3323,1 +602946,35.754714,-119.247246,6,Kern,SR99-S,3,Mainline,S,3324,1 +602947,35.764176,-119.24988,6,Kern,SR99-S,3,Mainline,S,3325,1 +602948,35.774875,-119.252355,6,Kern,SR99-S,3,Mainline,S,3326,1 +602904,35.795549,-119.253781,6,Tulare,SR99-S,2,Mainline,S,3327,1 +602381,35.831813,-119.260117,6,Tulare,SR99-S,2,Mainline,S,3328,1 +602929,35.867658,-119.270456,6,Tulare,SR99-S,2,Mainline,S,3329,1 +602930,35.896989,-119.276846,6,Tulare,SR99-S,2,Mainline,S,3330,1 +602915,35.920223,-119.282151,6,Tulare,SR99-S,2,Mainline,S,3331,1 +602941,35.949824,-119.289385,6,Tulare,SR99-S,2,Mainline,S,3332,1 +602916,35.967094,-119.29133,6,Tulare,SR99-S,2,Mainline,S,3333,1 +602917,35.982238,-119.296847,6,Tulare,SR99-S,2,Mainline,S,3334,1 +602918,36.011172,-119.303209,6,Tulare,SR99-S,2,Mainline,S,3335,1 +602919,36.042106,-119.310537,6,Tulare,SR99-S,2,Mainline,S,3336,1 +602920,36.067266,-119.314945,6,Tulare,SR99-S,2,Mainline,S,3337,1 +602921,36.104419,-119.323175,6,Tulare,SR99-S,2,Mainline,S,3338,1 +602926,36.124809,-119.325053,6,Tulare,SR99-S,2,Mainline,S,3339,1 +602942,36.156731,-119.332817,6,Tulare,SR99-S,2,Mainline,S,3340,1 +602927,36.184756,-119.32864,6,Tulare,SR99-S,2,Mainline,S,3341,1 +602408,36.297141,-119.384231,6,Tulare,SR99-S,3,Mainline,S,3342,1 +602378,36.315463,-119.395443,6,Tulare,SR99-S,3,Mainline,S,3343,1 +602377,36.339531,-119.418185,6,Tulare,SR99-S,4,Mainline,S,3344,1 +602402,36.370506,-119.43432,6,Tulare,SR99-S,3,Mainline,S,3345,1 +602912,36.400748,-119.454234,6,Tulare,SR99-S,3,Mainline,S,3346,1 +602913,36.414726,-119.463464,6,Tulare,SR99-S,3,Mainline,S,3347,1 +602914,36.431989,-119.474873,6,Tulare,SR99-S,3,Mainline,S,3348,1 +602403,36.45212,-119.490645,6,Tulare,SR99-S,3,Mainline,S,3349,1 +602404,36.4551,-119.492009,6,Tulare,SR99-S,3,Mainline,S,3350,1 +602405,36.473481,-119.502245,6,Tulare,SR99-S,3,Mainline,S,3351,1 +602367,36.489598,-119.518063,6,Tulare,SR99-S,3,Mainline,S,3352,1 +602406,36.507916,-119.549878,6,Fresno,SR99-S,3,Mainline,S,3353,1 +601928,36.6237,-119.681279,6,Fresno,SR99-S,3,Mainline,S,3354,1 +602901,36.627588,-119.685652,6,Fresno,SR99-S,3,Mainline,S,3355,1 +602902,36.630772,-119.68918,6,Fresno,SR99-S,3,Mainline,S,3356,1 +602423,36.633859,-119.692542,6,Fresno,SR99-S,3,Mainline,S,3357,1 +602105,36.642292,-119.701817,6,Fresno,SR99-S,3,Mainline,S,3358,1 +602905,36.647387,-119.70742,6,Fresno,SR99-S,3,Mainline,S,3359,1 +602906,36.652633,-119.713079,6,Fresno,SR99-S,3,Mainline,S,3360,1 +602907,36.658051,-119.719041,6,Fresno,SR99-S,3,Mainline,S,3361,1 +602908,36.663475,-119.724993,6,Fresno,SR99-S,3,Mainline,S,3362,1 +602909,36.66883,-119.730929,6,Fresno,SR99-S,3,Mainline,S,3363,1 +602910,36.673774,-119.736626,6,Fresno,SR99-S,3,Mainline,S,3364,1 +602911,36.681381,-119.74575,6,Fresno,SR99-S,3,Mainline,S,3365,1 +619951,36.689679,-119.755782,6,Fresno,SR99-S,3,Mainline,S,3366,1 +619952,36.694982,-119.762203,6,Fresno,SR99-S,3,Mainline,S,3367,1 +629953,36.703818,-119.771273,6,Fresno,SR99-S,4,Mainline,S,3368,1 +602425,36.733906,-119.80254,6,Fresno,SR99-S,3,Mainline,S,3369,1 +602432,36.740534,-119.814066,6,Fresno,SR99-S,3,Mainline,S,3370,1 +602433,36.745057,-119.820869,6,Fresno,SR99-S,3,Mainline,S,3371,1 +619961,36.751002,-119.82572,6,Fresno,SR99-S,3,Mainline,S,3372,1 +601262,36.75621,-119.829203,6,Fresno,SR99-S,3,Mainline,S,3373,1 +601264,36.763228,-119.833428,6,Fresno,SR99-S,3,Mainline,S,3374,1 +601265,36.772074,-119.838805,6,Fresno,SR99-S,3,Mainline,S,3375,1 +604266,36.772693,-119.839191,6,Fresno,SR99-S,3,Mainline,S,3376,1 +602434,36.780296,-119.847183,6,Fresno,SR99-S,4,Mainline,S,3377,1 +601268,36.792626,-119.864227,6,Fresno,SR99-S,3,Mainline,S,3378,1 +602436,36.797283,-119.871208,6,Fresno,SR99-S,3,Mainline,S,3379,1 +629966,36.803291,-119.880063,6,Fresno,SR99-S,3,Mainline,S,3380,1 +601269,36.806456,-119.884772,6,Fresno,SR99-S,3,Mainline,S,3381,1 +602314,36.807026,-119.885619,6,Fresno,SR99-S,3,Mainline,S,3382,1 +602312,36.814829,-119.895859,6,Fresno,SR99-S,3,Mainline,S,3383,1 +629968,36.820246,-119.902691,6,Fresno,SR99-S,3,Mainline,S,3384,1 +602308,36.828935,-119.913646,6,Fresno,SR99-S,3,Mainline,S,3385,1 +601239,36.83029,-119.915288,6,Fresno,SR99-S,3,Mainline,S,3386,1 +602313,36.838204,-119.92535,6,Fresno,SR99-S,3,Mainline,S,3387,1 +602316,36.841412,-119.929781,6,Fresno,SR99-S,3,Mainline,S,3388,1 +602925,36.846216,-119.938976,6,Madera,SR99-S,3,Mainline,S,3389,1 +602311,36.850965,-119.946698,6,Madera,SR99-S,3,Mainline,S,3390,1 +602442,36.866291,-119.961557,6,Madera,SR99-S,2,Mainline,S,3391,1 +602922,36.880066,-119.97687,6,Madera,SR99-S,2,Mainline,S,3392,1 +602923,36.895044,-119.991356,6,Madera,SR99-S,2,Mainline,S,3393,1 +602924,36.909197,-120.005994,6,Madera,SR99-S,2,Mainline,S,3394,1 +602443,36.919652,-120.01682,6,Madera,SR99-S,2,Mainline,S,3395,1 +602320,36.924938,-120.023204,6,Madera,SR99-S,3,Mainline,S,3396,1 +602935,36.937675,-120.035561,6,Madera,SR99-S,3,Mainline,S,3397,1 +602301,36.949154,-120.049013,6,Madera,SR99-S,3,Mainline,S,3398,1 +602302,36.952971,-120.055628,6,Madera,SR99-S,3,Mainline,S,3399,1 +602303,36.957129,-120.060376,6,Madera,SR99-S,3,Mainline,S,3400,1 +602304,36.963841,-120.067386,6,Madera,SR99-S,3,Mainline,S,3401,1 +602385,36.97005,-120.072014,6,Madera,SR99-S,3,Mainline,S,3402,1 +602305,36.974743,-120.076607,6,Madera,SR99-S,3,Mainline,S,3403,1 +602306,36.982422,-120.084837,6,Madera,SR99-S,2,Mainline,S,3404,1 +602936,36.989537,-120.092824,6,Madera,SR99-S,3,Mainline,S,3405,1 +602937,36.99651,-120.102532,6,Madera,SR99-S,3,Mainline,S,3406,1 +602317,37.039893,-120.15559,6,Madera,SR99-S,2,Mainline,S,3407,1 +602321,37.062585,-120.181874,6,Madera,SR99-S,3,Mainline,S,3408,1 +602319,37.07754,-120.200879,6,Madera,SR99-S,3,Mainline,S,3409,1 +602322,37.095479,-120.21493,6,Madera,SR99-S,2,Mainline,S,3410,1 +602323,37.123819,-120.248511,6,Madera,SR99-S,2,Mainline,S,3411,1 +602366,37.141475,-120.274163,6,Madera,SR99-S,2,Mainline,S,3412,1 +601610,36.761668,-119.749077,6,Fresno,SR168-E,4,Mainline,E,3413,1 +601229,36.764477,-119.749122,6,Fresno,SR168-E,3,Mainline,E,3414,1 +601612,36.772501,-119.749102,6,Fresno,SR168-E,4,Mainline,E,3415,1 +601226,36.776933,-119.749016,6,Fresno,SR168-E,3,Mainline,E,3416,1 +601613,36.785899,-119.74889,6,Fresno,SR168-E,3,Mainline,E,3417,1 +601224,36.789986,-119.748619,6,Fresno,SR168-E,3,Mainline,E,3418,1 +601223,36.796581,-119.744842,6,Fresno,SR168-E,3,Mainline,E,3419,1 +601614,36.800708,-119.740506,6,Fresno,SR168-E,3,Mainline,E,3420,1 +601231,36.80807,-119.73374,6,Fresno,SR168-E,3,Mainline,E,3421,1 +601232,36.81035,-119.731512,6,Fresno,SR168-E,3,Mainline,E,3422,1 +601616,36.817,-119.723972,6,Fresno,SR168-E,3,Mainline,E,3423,1 +601237,36.822645,-119.717397,6,Fresno,SR168-E,3,Mainline,E,3424,1 +601234,36.823282,-119.716668,6,Fresno,SR168-E,3,Mainline,E,3425,1 +601721,36.83152,-119.707062,6,Fresno,SR168-E,3,Mainline,E,3426,1 +601722,36.837736,-119.702697,6,Fresno,SR168-E,2,Mainline,E,3427,1 +601723,36.84069,-119.695473,6,Fresno,SR168-E,2,Mainline,E,3428,1 +601258,36.840688,-119.681234,6,Fresno,SR168-E,2,Mainline,E,3429,1 +601621,36.840699,-119.674342,6,Fresno,SR168-E,2,Mainline,E,3430,1 +603243,36.8431,-119.663392,6,Fresno,SR168-E,2,Mainline,E,3431,1 +601724,36.85348,-119.644756,6,Fresno,SR168-E,2,Mainline,E,3432,1 +601725,36.859902,-119.633233,6,Fresno,SR168-E,2,Mainline,E,3433,1 +602610,36.761844,-119.749451,6,Fresno,SR168-W,4,Mainline,W,3434,1 +601228,36.764153,-119.749473,6,Fresno,SR168-W,3,Mainline,W,3435,1 +602612,36.772544,-119.749425,6,Fresno,SR168-W,4,Mainline,W,3436,1 +601227,36.776087,-119.749366,6,Fresno,SR168-W,3,Mainline,W,3437,1 +602613,36.785972,-119.749213,6,Fresno,SR168-W,3,Mainline,W,3438,1 +601225,36.790154,-119.748919,6,Fresno,SR168-W,3,Mainline,W,3439,1 +603223,36.796702,-119.745141,6,Fresno,SR168-W,3,Mainline,W,3440,1 +602614,36.800814,-119.74082,6,Fresno,SR168-W,3,Mainline,W,3441,1 +601230,36.801166,-119.740464,6,Fresno,SR168-W,3,Mainline,W,3442,1 +601236,36.804558,-119.737267,6,Fresno,SR168-W,3,Mainline,W,3443,1 +602616,36.817063,-119.724345,6,Fresno,SR168-W,4,Mainline,W,3444,1 +601235,36.819023,-119.72206,6,Fresno,SR168-W,4,Mainline,W,3445,1 +601233,36.821357,-119.719346,6,Fresno,SR168-W,3,Mainline,W,3446,1 +602721,36.831668,-119.70728,6,Fresno,SR168-W,3,Mainline,W,3447,1 +601242,36.833163,-119.706166,6,Fresno,SR168-W,2,Mainline,W,3448,1 +601622,36.83497,-119.705161,6,Fresno,SR168-W,2,Mainline,W,3449,1 +602722,36.837979,-119.703049,6,Fresno,SR168-W,2,Mainline,W,3450,1 +602723,36.840982,-119.695494,6,Fresno,SR168-W,2,Mainline,W,3451,1 +601257,36.840994,-119.687362,6,Fresno,SR168-W,2,Mainline,W,3452,1 +602621,36.841044,-119.674372,6,Fresno,SR168-W,2,Mainline,W,3453,1 +601243,36.843361,-119.663639,6,Fresno,SR168-W,2,Mainline,W,3454,1 +602724,36.853702,-119.644972,6,Fresno,SR168-W,2,Mainline,W,3455,1 +602725,36.860257,-119.633251,6,Fresno,SR168-W,2,Mainline,W,3456,1 +601701,36.737904,-119.852691,6,Fresno,SR180-E,2,Mainline,E,3457,1 +601103,36.738176,-119.845004,6,Fresno,SR180-E,2,Mainline,E,3458,1 +601300,36.737918,-119.836092,6,Fresno,SR180-E,3,Mainline,E,3459,1 +601702,36.743387,-119.809373,6,Fresno,SR180-E,3,Mainline,E,3460,1 +601703,36.742279,-119.81185,6,Fresno,SR180-E,2,Mainline,E,3461,1 +601343,36.747157,-119.802761,6,Fresno,SR180-E,4,Mainline,E,3462,1 +601202,36.749656,-119.79799,6,Fresno,SR180-E,3,Mainline,E,3463,1 +601204,36.752437,-119.787691,6,Fresno,SR180-E,3,Mainline,E,3464,1 +601344,36.753248,-119.783364,6,Fresno,SR180-E,4,Mainline,E,3465,1 +601346,36.754832,-119.770239,6,Fresno,SR180-E,3,Mainline,E,3466,1 +601347,36.754858,-119.764428,6,Fresno,SR180-E,2,Mainline,E,3467,1 +601348,36.754863,-119.755556,6,Fresno,SR180-E,4,Mainline,E,3468,1 +603108,36.754868,-119.750505,6,Fresno,SR180-E,4,Mainline,E,3469,1 +601350,36.75487,-119.747186,6,Fresno,SR180-E,3,Mainline,E,3470,1 +601353,36.754365,-119.735115,6,Fresno,SR180-E,4,Mainline,E,3471,1 +601351,36.753503,-119.727805,6,Fresno,SR180-E,4,Mainline,E,3472,1 +603251,36.753281,-119.720798,6,Fresno,SR180-E,3,Mainline,E,3473,1 +601704,36.753149,-119.715888,6,Fresno,SR180-E,3,Mainline,E,3474,1 +603248,36.752652,-119.702226,6,Fresno,SR180-E,3,Mainline,E,3475,1 +601362,36.753172,-119.690621,6,Fresno,SR180-E,4,Mainline,E,3476,1 +601364,36.750396,-119.675511,6,Fresno,SR180-E,2,Mainline,E,3477,1 +602364,36.750918,-119.67585,6,Fresno,SR180-E,2,Mainline,E,3478,1 +601495,36.736937,-119.653286,6,Fresno,SR180-E,2,Mainline,E,3479,1 +601496,36.736944,-119.647305,6,Fresno,SR180-E,2,Mainline,E,3480,1 +602701,36.738187,-119.853407,6,Fresno,SR180-W,2,Mainline,W,3481,1 +602300,36.738311,-119.836647,6,Fresno,SR180-W,3,Mainline,W,3482,1 +602702,36.743144,-119.811003,6,Fresno,SR180-W,3,Mainline,W,3483,1 +602703,36.742407,-119.812254,6,Fresno,SR180-W,3,Mainline,W,3484,1 +602343,36.747424,-119.802844,6,Fresno,SR180-W,4,Mainline,W,3485,1 +601201,36.74779,-119.802154,6,Fresno,SR180-W,3,Mainline,W,3486,1 +601203,36.751724,-119.792348,6,Fresno,SR180-W,3,Mainline,W,3487,1 +602345,36.753442,-119.783779,6,Fresno,SR180-W,4,Mainline,W,3488,1 +602346,36.755062,-119.770673,6,Fresno,SR180-W,3,Mainline,W,3489,1 +602347,36.75514,-119.764869,6,Fresno,SR180-W,2,Mainline,W,3490,1 +602348,36.755141,-119.755984,6,Fresno,SR180-W,4,Mainline,W,3491,1 +601108,36.755129,-119.751416,6,Fresno,SR180-W,3,Mainline,W,3492,1 +602350,36.755129,-119.747613,6,Fresno,SR180-W,3,Mainline,W,3493,1 +601247,36.755129,-119.73934,6,Fresno,SR180-W,2,Mainline,W,3494,1 +602353,36.754728,-119.735546,6,Fresno,SR180-W,3,Mainline,W,3495,1 +601100,36.754715,-119.735475,6,Fresno,SR180-W,1,Mainline,W,3496,1 +602351,36.753753,-119.728249,6,Fresno,SR180-W,4,Mainline,W,3497,1 +601251,36.753541,-119.721271,6,Fresno,SR180-W,3,Mainline,W,3498,1 +602704,36.753392,-119.716326,6,Fresno,SR180-W,3,Mainline,W,3499,1 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Angeles,SR2-E,4,Mainline,E,3529,1 +767541,34.11606,-118.238384,7,Los Angeles,SR2-E,4,Mainline,E,3530,1 +767554,34.121074,-118.229892,7,Los Angeles,SR2-E,4,Mainline,E,3531,1 +767572,34.128043,-118.228421,7,Los Angeles,SR2-E,5,Mainline,E,3532,1 +767620,34.135337,-118.229285,7,Los Angeles,SR2-E,4,Mainline,E,3533,1 +767455,34.146613,-118.226176,7,Los Angeles,SR2-E,4,Mainline,E,3534,1 +768202,34.147961,-118.225767,7,Los Angeles,SR2-E,4,Mainline,E,3535,1 +767470,34.155998,-118.224185,7,Los Angeles,SR2-E,6,Mainline,E,3536,1 +767585,34.166367,-118.224105,7,Los Angeles,SR2-E,5,Mainline,E,3537,1 +767597,34.174822,-118.221416,7,Los Angeles,SR2-E,5,Mainline,E,3538,1 +767609,34.184463,-118.217522,7,Los Angeles,SR2-E,5,Mainline,E,3539,1 +768238,34.20033,-118.21923,7,Los Angeles,SR2-E,2,Mainline,E,3540,1 +767495,34.103362,-118.249975,7,Los Angeles,SR2-W,3,Mainline,W,3541,1 +718064,34.112548,-118.245533,7,Los Angeles,SR2-W,4,Mainline,W,3542,1 +767542,34.116219,-118.238557,7,Los Angeles,SR2-W,4,Mainline,W,3543,1 +718066,34.121743,-118.229567,7,Los Angeles,SR2-W,4,Mainline,W,3544,1 +767573,34.128058,-118.228703,7,Los Angeles,SR2-W,4,Mainline,W,3545,1 +767621,34.135316,-118.229569,7,Los Angeles,SR2-W,4,Mainline,W,3546,1 +762329,34.138775,-118.228707,7,Los Angeles,SR2-W,4,Mainline,W,3547,1 +767454,34.146659,-118.22636,7,Los Angeles,SR2-W,4,Mainline,W,3548,1 +718072,34.148241,-118.225967,7,Los Angeles,SR2-W,4,Mainline,W,3549,1 +767471,34.156037,-118.22443,7,Los Angeles,SR2-W,6,Mainline,W,3550,1 +718076,34.161165,-118.225695,7,Los Angeles,SR2-W,4,Mainline,W,3551,1 +767598,34.174843,-118.221704,7,Los Angeles,SR2-W,4,Mainline,W,3552,1 +767610,34.184465,-118.21782,7,Los Angeles,SR2-W,4,Mainline,W,3553,1 +768230,34.200406,-118.219456,7,Los Angeles,SR2-W,1,Mainline,W,3554,1 +762347,33.876414,-118.014459,7,Los Angeles,I5-N,4,Mainline,N,3555,0 +716896,33.880305,-118.02169,7,Los Angeles,I5-N,4,Mainline,N,3556,0 +716899,33.8834,-118.027451,7,Los Angeles,I5-N,3,Mainline,N,3557,0 +716900,33.886992,-118.034125,7,Los Angeles,I5-N,3,Mainline,N,3558,0 +762353,33.890697,-118.041009,7,Los Angeles,I5-N,4,Mainline,N,3559,0 +718358,33.896767,-118.052213,7,Los Angeles,I5-N,3,Mainline,N,3560,0 +769625,33.900806,-118.059282,7,Los Angeles,I5-N,3,Mainline,N,3561,0 +718081,33.905186,-118.065055,7,Los Angeles,I5-N,3,Mainline,N,3562,0 +759518,33.913564,-118.075867,7,Los Angeles,I5-N,3,Mainline,N,3563,0 +715918,33.93311,-118.091005,7,Los Angeles,I5-N,3,Mainline,N,3564,0 +764232,33.939747,-118.095531,7,Los Angeles,I5-N,3,Mainline,N,3565,0 +763985,33.953085,-118.105015,7,Los Angeles,I5-N,4,Mainline,N,3566,0 +759531,33.957583,-118.111199,7,Los Angeles,I5-N,4,Mainline,N,3567,0 +759542,33.95891,-118.113036,7,Los Angeles,I5-N,4,Mainline,N,3568,0 +759552,33.9632,-118.1189,7,Los Angeles,I5-N,4,Mainline,N,3569,0 +715930,33.971763,-118.122905,7,Los Angeles,I5-N,4,Mainline,N,3570,0 +716921,33.976554,-118.125758,7,Los Angeles,I5-N,4,Mainline,N,3571,0 +715933,33.981839,-118.130679,7,Los Angeles,I5-N,4,Mainline,N,3572,0 +716923,33.985955,-118.135337,7,Los Angeles,I5-N,4,Mainline,N,3573,0 +763975,33.992305,-118.141915,7,Los Angeles,I5-N,4,Mainline,N,3574,0 +716925,33.995023,-118.144513,7,Los Angeles,I5-N,4,Mainline,N,3575,0 +715938,34.002541,-118.150997,7,Los Angeles,I5-N,4,Mainline,N,3576,0 +716929,34.007196,-118.156466,7,Los Angeles,I5-N,4,Mainline,N,3577,0 +764435,34.011295,-118.161135,7,Los Angeles,I5-N,4,Mainline,N,3578,0 +715944,34.013676,-118.166091,7,Los Angeles,I5-N,4,Mainline,N,3579,0 +718086,34.015567,-118.171131,7,Los Angeles,I5-N,4,Mainline,N,3580,0 +716933,34.020076,-118.181702,7,Los Angeles,I5-N,5,Mainline,N,3581,0 +759566,34.020251,-118.189669,7,Los Angeles,I5-N,5,Mainline,N,3582,0 +759576,34.021135,-118.195375,7,Los Angeles,I5-N,5,Mainline,N,3583,0 +716937,34.025295,-118.205056,7,Los Angeles,I5-N,5,Mainline,N,3584,0 +763700,34.027763,-118.210714,7,Los Angeles,I5-N,2,Mainline,N,3585,0 +716942,34.05905,-118.214488,7,Los Angeles,I5-N,5,Mainline,N,3586,0 +763237,34.076978,-118.219273,7,Los Angeles,I5-N,4,Mainline,N,3587,0 +716951,34.086881,-118.233611,7,Los Angeles,I5-N,4,Mainline,N,3588,0 +718371,34.090311,-118.238626,7,Los Angeles,I5-N,5,Mainline,N,3589,0 +716953,34.094038,-118.242314,7,Los Angeles,I5-N,5,Mainline,N,3590,0 +763674,34.100954,-118.248419,7,Los Angeles,I5-N,4,Mainline,N,3591,0 +763669,34.104688,-118.252741,7,Los Angeles,I5-N,4,Mainline,N,3592,0 +716956,34.108429,-118.258982,7,Los Angeles,I5-N,5,Mainline,N,3593,0 +759591,34.114313,-118.267737,7,Los Angeles,I5-N,4,Mainline,N,3594,0 +775734,34.120938,-118.271262,7,Los Angeles,I5-N,4,Mainline,N,3595,0 +759602,34.123398,-118.272271,7,Los Angeles,I5-N,4,Mainline,N,3596,0 +761599,34.142573,-118.277948,7,Los Angeles,I5-N,5,Mainline,N,3597,0 +761604,34.153792,-118.286458,7,Los Angeles,I5-N,4,Mainline,N,3598,0 +718384,34.156976,-118.290498,7,Los Angeles,I5-N,5,Mainline,N,3599,0 +716963,34.164088,-118.295568,7,Los Angeles,I5-N,4,Mainline,N,3600,0 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Angeles,SR118-E,4,Mainline,E,4693,1 +766138,34.265847,-118.468667,7,Los Angeles,SR118-E,6,Mainline,E,4694,1 +766170,34.265805,-118.463409,7,Los Angeles,SR118-E,6,Mainline,E,4695,1 +771690,34.265724,-118.454632,7,Los Angeles,SR118-E,6,Mainline,E,4696,1 +766185,34.267093,-118.440661,7,Los Angeles,SR118-E,3,Mainline,E,4697,1 +766112,34.267722,-118.437268,7,Los Angeles,SR118-E,5,Mainline,E,4698,1 +766153,34.271535,-118.429947,7,Los Angeles,SR118-E,4,Mainline,E,4699,1 +717554,34.292599,-118.860081,7,Ventura,SR118-W,2,Mainline,W,4700,1 +717566,34.293436,-118.844767,7,Ventura,SR118-W,2,Mainline,W,4701,1 +772133,34.292952,-118.834105,7,Ventura,SR118-W,2,Mainline,W,4702,1 +772126,34.291452,-118.816751,7,Ventura,SR118-W,2,Mainline,W,4703,1 +772119,34.288377,-118.801243,7,Ventura,SR118-W,2,Mainline,W,4704,1 +760869,34.285131,-118.79486,7,Ventura,SR118-W,3,Mainline,W,4705,1 +764085,34.282499,-118.786157,7,Ventura,SR118-W,4,Mainline,W,4706,1 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+760892,34.28177,-118.693769,7,Ventura,SR118-W,4,Mainline,W,4721,1 +717558,34.281761,-118.690432,7,Ventura,SR118-W,4,Mainline,W,4722,1 +764169,34.281773,-118.682707,7,Ventura,SR118-W,4,Mainline,W,4723,1 +717549,34.281753,-118.681653,7,Ventura,SR118-W,4,Mainline,W,4724,1 +717557,34.28175,-118.679194,7,Ventura,SR118-W,4,Mainline,W,4725,1 +764161,34.281084,-118.671219,7,Ventura,SR118-W,4,Mainline,W,4726,1 +717562,34.279351,-118.664241,7,Ventura,SR118-W,4,Mainline,W,4727,1 +772092,34.268605,-118.634966,7,Ventura,SR118-W,3,Mainline,W,4728,1 +760706,34.269157,-118.634264,7,Ventura,SR118-W,4,Mainline,W,4729,1 +772488,34.274157,-118.627753,7,Los Angeles,SR118-W,4,Mainline,W,4730,1 +765922,34.276649,-118.616557,7,Los Angeles,SR118-W,4,Mainline,W,4731,1 +760828,34.277998,-118.606079,7,Los Angeles,SR118-W,4,Mainline,W,4732,1 +765976,34.275485,-118.598169,7,Los Angeles,SR118-W,5,Mainline,W,4733,1 +717528,34.273553,-118.588111,7,Los Angeles,SR118-W,4,Mainline,W,4734,1 +765943,34.273529,-118.581144,7,Los Angeles,SR118-W,4,Mainline,W,4735,1 +771721,34.273598,-118.56965,7,Los Angeles,SR118-W,4,Mainline,W,4736,1 +765993,34.273216,-118.563746,7,Los Angeles,SR118-W,5,Mainline,W,4737,1 +717532,34.272684,-118.558209,7,Los Angeles,SR118-W,4,Mainline,W,4738,1 +765960,34.27423,-118.546666,7,Los Angeles,SR118-W,5,Mainline,W,4739,1 +717535,34.274745,-118.538826,7,Los Angeles,SR118-W,4,Mainline,W,4740,1 +766010,34.278307,-118.526519,7,Los Angeles,SR118-W,5,Mainline,W,4741,1 +766027,34.278043,-118.517789,7,Los Angeles,SR118-W,5,Mainline,W,4742,1 +766044,34.278039,-118.509048,7,Los Angeles,SR118-W,5,Mainline,W,4743,1 +717537,34.27815,-118.504149,7,Los Angeles,SR118-W,4,Mainline,W,4744,1 +717544,34.273353,-118.491355,7,Los Angeles,SR118-W,5,Mainline,W,4745,1 +717546,34.268987,-118.485999,7,Los Angeles,SR118-W,5,Mainline,W,4746,1 +766060,34.266157,-118.47724,7,Los Angeles,SR118-W,4,Mainline,W,4747,1 +766096,34.266055,-118.463188,7,Los Angeles,SR118-W,4,Mainline,W,4748,1 +766124,34.266023,-118.457798,7,Los Angeles,SR118-W,4,Mainline,W,4749,1 +771691,34.266037,-118.454234,7,Los Angeles,SR118-W,6,Mainline,W,4750,1 +766184,34.267413,-118.440737,7,Los Angeles,SR118-W,4,Mainline,W,4751,1 +766110,34.267929,-118.437323,7,Los Angeles,SR118-W,4,Mainline,W,4752,1 +766167,34.271697,-118.430141,7,Los Angeles,SR118-W,5,Mainline,W,4753,1 +761016,34.153108,-118.366127,7,Los Angeles,SR134-E,4,Mainline,E,4754,1 +717570,34.153063,-118.359904,7,Los Angeles,SR134-E,4,Mainline,E,4755,1 +773880,34.153816,-118.341876,7,Los Angeles,SR134-E,4,Mainline,E,4756,1 +760987,34.153535,-118.339979,7,Los Angeles,SR134-E,4,Mainline,E,4757,1 +773890,34.152957,-118.336851,7,Los Angeles,SR134-E,4,Mainline,E,4758,1 +717573,34.154023,-118.324031,7,Los Angeles,SR134-E,4,Mainline,E,4759,1 +773869,34.154966,-118.317908,7,Los Angeles,SR134-E,4,Mainline,E,4760,1 +761003,34.155121,-118.309741,7,Los Angeles,SR134-E,4,Mainline,E,4761,1 +718204,34.155439,-118.295974,7,Los Angeles,SR134-E,4,Mainline,E,4762,1 +773904,34.155227,-118.294082,7,Los Angeles,SR134-E,4,Mainline,E,4763,1 +773953,34.155081,-118.290573,7,Los Angeles,SR134-E,4,Mainline,E,4764,1 +773916,34.152202,-118.282684,7,Los Angeles,SR134-E,3,Mainline,E,4765,1 +773927,34.152895,-118.279266,7,Los Angeles,SR134-E,4,Mainline,E,4766,1 +717578,34.154438,-118.272455,7,Los Angeles,SR134-E,4,Mainline,E,4767,1 +717580,34.155877,-118.266072,7,Los Angeles,SR134-E,4,Mainline,E,4768,1 +717583,34.156268,-118.25012,7,Los Angeles,SR134-E,4,Mainline,E,4769,1 +717585,34.155839,-118.242691,7,Los Angeles,SR134-E,4,Mainline,E,4770,1 +717587,34.15489,-118.240354,7,Los Angeles,SR134-E,5,Mainline,E,4771,1 +774054,34.15068,-118.234471,7,Los Angeles,SR134-E,4,Mainline,E,4772,1 +717592,34.146882,-118.227103,7,Los Angeles,SR134-E,4,Mainline,E,4773,1 +773974,34.145484,-118.221919,7,Los Angeles,SR134-E,4,Mainline,E,4774,1 +773995,34.144881,-118.215655,7,Los Angeles,SR134-E,5,Mainline,E,4775,1 +774011,34.147884,-118.197557,7,Los Angeles,SR134-E,4,Mainline,E,4776,1 +717595,34.142229,-118.18445,7,Los Angeles,SR134-E,4,Mainline,E,4777,1 +774031,34.141573,-118.182594,7,Los Angeles,SR134-E,4,Mainline,E,4778,1 +717601,34.144583,-118.1678,7,Los Angeles,SR134-E,4,Mainline,E,4779,1 +717606,34.148278,-118.157788,7,Los Angeles,SR134-E,4,Mainline,E,4780,1 +773939,34.153052,-118.36974,7,Los Angeles,SR134-W,3,Mainline,W,4781,1 +717571,34.153255,-118.359896,7,Los Angeles,SR134-W,4,Mainline,W,4782,1 +718496,34.154195,-118.343722,7,Los Angeles,SR134-W,4,Mainline,W,4783,1 +774204,34.154161,-118.343375,7,Los Angeles,SR134-W,4,Mainline,W,4784,1 +717572,34.153625,-118.327063,7,Los Angeles,SR134-W,4,Mainline,W,4785,1 +773870,34.155158,-118.317885,7,Los Angeles,SR134-W,4,Mainline,W,4786,1 +718499,34.154816,-118.311893,7,Los Angeles,SR134-W,4,Mainline,W,4787,1 +717576,34.15564,-118.29597,7,Los Angeles,SR134-W,4,Mainline,W,4788,1 +773906,34.155435,-118.294082,7,Los Angeles,SR134-W,4,Mainline,W,4789,1 +773954,34.155428,-118.29055,7,Los Angeles,SR134-W,4,Mainline,W,4790,1 +774067,34.153547,-118.284244,7,Los Angeles,SR134-W,3,Mainline,W,4791,1 +716551,34.154235,-118.274159,7,Los Angeles,SR134-W,4,Mainline,W,4792,1 +716554,34.156198,-118.265345,7,Los Angeles,SR134-W,4,Mainline,W,4793,1 +717582,34.156458,-118.262159,7,Los Angeles,SR134-W,4,Mainline,W,4794,1 +717099,34.156447,-118.245195,7,Los Angeles,SR134-W,4,Mainline,W,4795,1 +774053,34.15084,-118.234258,7,Los Angeles,SR134-W,4,Mainline,W,4796,1 +717590,34.148123,-118.229499,7,Los Angeles,SR134-W,4,Mainline,W,4797,1 +773975,34.14568,-118.221874,7,Los Angeles,SR134-W,4,Mainline,W,4798,1 +773996,34.145076,-118.215608,7,Los Angeles,SR134-W,5,Mainline,W,4799,1 +774012,34.148107,-118.197509,7,Los Angeles,SR134-W,4,Mainline,W,4800,1 +717597,34.142674,-118.184801,7,Los Angeles,SR134-W,4,Mainline,W,4801,1 +774032,34.141843,-118.182666,7,Los Angeles,SR134-W,4,Mainline,W,4802,1 +717599,34.142896,-118.172193,7,Los Angeles,SR134-W,4,Mainline,W,4803,1 +717603,34.146519,-118.162409,7,Los Angeles,SR134-W,5,Mainline,W,4804,1 +764106,34.171717,-118.388072,7,Los Angeles,SR170-N,4,Mainline,N,4805,1 +763995,34.220025,-118.409585,7,Los Angeles,SR170-N,3,Mainline,N,4806,1 +764430,34.230591,-118.409589,7,Los Angeles,SR170-N,2,Mainline,N,4807,1 +764101,34.163266,-118.382094,7,Los Angeles,SR170-S,4,Mainline,S,4808,1 +717608,34.171634,-118.388333,7,Los Angeles,SR170-S,4,Mainline,S,4809,1 +717610,34.178734,-118.394967,7,Los Angeles,SR170-S,4,Mainline,S,4810,1 +717612,34.185249,-118.400787,7,Los Angeles,SR170-S,4,Mainline,S,4811,1 +761070,34.187159,-118.401618,7,Los Angeles,SR170-S,4,Mainline,S,4812,1 +716571,34.19999,-118.403413,7,Los Angeles,SR170-S,4,Mainline,S,4813,1 +717613,34.219986,-118.409792,7,Los Angeles,SR170-S,3,Mainline,S,4814,1 +716573,34.222738,-118.410536,7,Los Angeles,SR170-S,3,Mainline,S,4815,1 +717614,34.23061,-118.410097,7,Los Angeles,SR170-S,3,Mainline,S,4816,1 +770599,34.31759,-118.486117,7,Los Angeles,I210-E,4,Mainline,E,4817,0 +768297,34.323046,-118.476388,7,Los Angeles,I210-E,3,Mainline,E,4818,0 +768283,34.323367,-118.457366,7,Los Angeles,I210-E,3,Mainline,E,4819,0 +770587,34.321653,-118.446679,7,Los Angeles,I210-E,3,Mainline,E,4820,0 +770012,34.315198,-118.43844,7,Los Angeles,I210-E,3,Mainline,E,4821,0 +770024,34.307175,-118.428329,7,Los Angeles,I210-E,3,Mainline,E,4822,0 +770036,34.297523,-118.41772,7,Los Angeles,I210-E,3,Mainline,E,4823,0 +770354,34.293047,-118.412995,7,Los Angeles,I210-E,3,Mainline,E,4824,0 +770048,34.285556,-118.405022,7,Los Angeles,I210-E,3,Mainline,E,4825,0 +770331,34.282287,-118.401572,7,Los Angeles,I210-E,3,Mainline,E,4826,0 +770544,34.277404,-118.391732,7,Los Angeles,I210-E,4,Mainline,E,4827,0 +770061,34.27436,-118.37804,7,Los Angeles,I210-E,4,Mainline,E,4828,0 +770556,34.273581,-118.367587,7,Los Angeles,I210-E,4,Mainline,E,4829,0 +770076,34.271968,-118.351971,7,Los Angeles,I210-E,4,Mainline,E,4830,0 +770089,34.2608,-118.331009,7,Los Angeles,I210-E,4,Mainline,E,4831,0 +770103,34.257404,-118.327764,7,Los Angeles,I210-E,4,Mainline,E,4832,0 +770116,34.234317,-118.286992,7,Los Angeles,I210-E,4,Mainline,E,4833,0 +769895,34.230849,-118.265101,7,Los Angeles,I210-E,4,Mainline,E,4834,0 +769880,34.221426,-118.245718,7,Los Angeles,I210-E,4,Mainline,E,4835,0 +769866,34.218398,-118.239738,7,Los Angeles,I210-E,4,Mainline,E,4836,0 +769847,34.211728,-118.228265,7,Los Angeles,I210-E,4,Mainline,E,4837,0 +770385,34.206925,-118.21372,7,Los Angeles,I210-E,4,Mainline,E,4838,0 +769831,34.206745,-118.201533,7,Los Angeles,I210-E,4,Mainline,E,4839,0 +769819,34.205892,-118.198234,7,Los Angeles,I210-E,4,Mainline,E,4840,0 +769984,34.202989,-118.191827,7,Los Angeles,I210-E,4,Mainline,E,4841,0 +769806,34.196934,-118.185042,7,Los Angeles,I210-E,4,Mainline,E,4842,0 +769788,34.189219,-118.180753,7,Los Angeles,I210-E,4,Mainline,E,4843,0 +717617,34.179921,-118.167405,7,Los Angeles,I210-E,4,Mainline,E,4844,0 +717620,34.174756,-118.160407,7,Los Angeles,I210-E,4,Mainline,E,4845,0 +717625,34.160546,-118.158748,7,Los Angeles,I210-E,4,Mainline,E,4846,0 +770578,34.156489,-118.158295,7,Los Angeles,I210-E,2,Mainline,E,4847,0 +717628,34.152216,-118.156144,7,Los Angeles,I210-E,1,Mainline,E,4848,0 +717631,34.15099,-118.152369,7,Los Angeles,I210-E,4,Mainline,E,4849,0 +717633,34.151691,-118.142523,7,Los Angeles,I210-E,6,Mainline,E,4850,0 +717635,34.151658,-118.12944,7,Los Angeles,I210-E,5,Mainline,E,4851,0 +717638,34.152187,-118.117782,7,Los Angeles,I210-E,5,Mainline,E,4852,0 +717640,34.152301,-118.109239,7,Los Angeles,I210-E,5,Mainline,E,4853,0 +717646,34.151406,-118.091041,7,Los Angeles,I210-E,5,Mainline,E,4854,0 +717650,34.147621,-118.079037,7,Los Angeles,I210-E,5,Mainline,E,4855,0 +717654,34.148522,-118.068683,7,Los Angeles,I210-E,4,Mainline,E,4856,0 +717659,34.148554,-118.064055,7,Los Angeles,I210-E,4,Mainline,E,4857,0 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+761206,34.130297,-117.931111,7,Los Angeles,I210-E,4,Mainline,E,4872,0 +772887,34.128935,-117.923112,7,Los Angeles,I210-E,4,Mainline,E,4873,0 +761220,34.125143,-117.915079,7,Los Angeles,I210-E,4,Mainline,E,4874,0 +765477,34.120571,-117.906859,7,Los Angeles,I210-E,4,Mainline,E,4875,0 +717684,34.120654,-117.905646,7,Los Angeles,I210-E,4,Mainline,E,4876,0 +772903,34.120955,-117.902358,7,Los Angeles,I210-E,4,Mainline,E,4877,0 +765486,34.120787,-117.890798,7,Los Angeles,I210-E,4,Mainline,E,4878,0 +718469,34.120764,-117.88843,7,Los Angeles,I210-E,4,Mainline,E,4879,0 +772917,34.120865,-117.881465,7,Los Angeles,I210-E,4,Mainline,E,4880,0 +717692,34.120461,-117.871209,7,Los Angeles,I210-E,4,Mainline,E,4881,0 +772932,34.117037,-117.861494,7,Los Angeles,I210-E,4,Mainline,E,4882,0 +772953,34.117359,-117.85626,7,Los Angeles,I210-E,4,Mainline,E,4883,0 +716142,34.117595,-117.844142,7,Los Angeles,I210-E,4,Mainline,E,4884,0 +716143,34.120911,-117.829234,7,Los Angeles,I210-E,4,Mainline,E,4885,0 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Bernardino,I10-E,4,Mainline,E,5430,0 +816419,34.064011,-117.263528,8,San Bernardino,I10-E,4,Mainline,E,5431,0 +816480,34.064883,-117.25872,8,San Bernardino,I10-E,4,Mainline,E,5432,0 +816401,34.06649,-117.246445,8,San Bernardino,I10-E,4,Mainline,E,5433,0 +816494,34.066472,-117.24163,8,San Bernardino,I10-E,4,Mainline,E,5434,0 +816383,34.06648,-117.228559,8,San Bernardino,I10-E,4,Mainline,E,5435,0 +816509,34.06648,-117.224079,8,San Bernardino,I10-E,4,Mainline,E,5436,0 +822504,34.066438,-117.21142,8,San Bernardino,I10-E,4,Mainline,E,5437,0 +818176,34.064675,-117.199134,8,San Bernardino,I10-E,4,Mainline,E,5438,0 +819038,34.061604,-117.186015,8,San Bernardino,I10-E,4,Mainline,E,5439,0 +819047,34.061645,-117.182543,8,San Bernardino,I10-E,4,Mainline,E,5440,0 +818178,34.061501,-117.179085,8,San Bernardino,I10-E,4,Mainline,E,5441,0 +820849,34.057766,-117.169785,8,San Bernardino,I10-E,3,Mainline,E,5442,0 +818202,34.053586,-117.162796,8,San Bernardino,I10-E,4,Mainline,E,5443,0 +818582,34.043365,-117.156444,8,San Bernardino,I10-E,4,Mainline,E,5444,0 +818204,34.03848,-117.152837,8,San Bernardino,I10-E,4,Mainline,E,5445,0 +818584,34.034505,-117.143589,8,San Bernardino,I10-E,4,Mainline,E,5446,0 +818200,34.03238,-117.137096,8,San Bernardino,I10-E,4,Mainline,E,5447,0 +818579,34.029765,-117.130855,8,San Bernardino,I10-E,4,Mainline,E,5448,0 +818586,34.027416,-117.122707,8,San Bernardino,I10-E,4,Mainline,E,5449,0 +818206,34.026003,-117.117808,8,San Bernardino,I10-E,4,Mainline,E,5450,0 +818576,34.022899,-117.106274,8,San Bernardino,I10-E,4,Mainline,E,5451,0 +818577,34.016113,-117.095012,8,San Bernardino,I10-E,3,Mainline,E,5452,0 +818573,34.014262,-117.083073,8,San Bernardino,I10-E,3,Mainline,E,5453,0 +818194,34.011506,-117.071401,8,San Bernardino,I10-E,3,Mainline,E,5454,0 +819051,34.004853,-117.065666,8,San Bernardino,I10-E,3,Mainline,E,5455,0 +819048,34.001125,-117.063677,8,Riverside,I10-E,3,Mainline,E,5456,0 +819053,33.994069,-117.059261,8,Riverside,I10-E,3,Mainline,E,5457,0 +819054,33.990893,-117.057054,8,Riverside,I10-E,3,Mainline,E,5458,0 +819186,33.977902,-117.049472,8,Riverside,I10-E,3,Mainline,E,5459,0 +819059,33.96822,-117.035897,8,Riverside,I10-E,3,Mainline,E,5460,0 +819056,33.967254,-117.034163,8,Riverside,I10-E,3,Mainline,E,5461,0 +819183,33.960486,-117.024179,8,Riverside,I10-E,3,Mainline,E,5462,0 +819185,33.954137,-117.014672,8,Riverside,I10-E,3,Mainline,E,5463,0 +819063,33.946305,-117.00443,8,Riverside,I10-E,3,Mainline,E,5464,0 +819060,33.943954,-117.002393,8,Riverside,I10-E,3,Mainline,E,5465,0 +819180,33.936993,-116.996116,8,Riverside,I10-E,3,Mainline,E,5466,0 +819181,33.933675,-116.991362,8,Riverside,I10-E,3,Mainline,E,5467,0 +825787,33.927028,-116.979345,8,Riverside,I10-E,4,Mainline,E,5468,0 +825767,33.926927,-116.974913,8,Riverside,I10-E,4,Mainline,E,5469,0 +821286,33.926955,-116.952203,8,Riverside,I10-E,4,Mainline,E,5470,0 +821297,33.925997,-116.926118,8,Riverside,I10-E,4,Mainline,E,5471,0 +822607,33.924215,-116.900189,8,Riverside,I10-E,4,Mainline,E,5472,0 +822618,33.924175,-116.875902,8,Riverside,I10-E,4,Mainline,E,5473,0 +821308,33.926109,-116.852923,8,Riverside,I10-E,4,Mainline,E,5474,0 +821320,33.931351,-116.82597,8,Riverside,I10-E,4,Mainline,E,5475,0 +821334,33.919176,-116.801121,8,Riverside,I10-E,4,Mainline,E,5476,0 +821344,33.918661,-116.776922,8,Riverside,I10-E,4,Mainline,E,5477,0 +821355,33.924603,-116.737846,8,Riverside,I10-E,4,Mainline,E,5478,0 +822961,33.924439,-116.69367,8,Riverside,I10-E,4,Mainline,E,5479,0 +821366,33.922197,-116.664308,8,Riverside,I10-E,4,Mainline,E,5480,0 +822972,33.918303,-116.624058,8,Riverside,I10-E,4,Mainline,E,5481,0 +826548,33.904722,-116.548325,8,Riverside,I10-E,4,Mainline,E,5482,0 +826536,33.903367,-116.540646,8,Riverside,I10-E,4,Mainline,E,5483,0 +826880,33.879612,-116.503945,8,Riverside,I10-E,4,Mainline,E,5484,0 +826892,33.877217,-116.501138,8,Riverside,I10-E,4,Mainline,E,5485,0 +825221,33.851389,-116.46209,8,Riverside,I10-E,4,Mainline,E,5486,0 +825235,33.851028,-116.461482,8,Riverside,I10-E,4,Mainline,E,5487,0 +825210,33.847477,-116.455436,8,Riverside,I10-E,4,Mainline,E,5488,0 +821428,33.841628,-116.445598,8,Riverside,I10-E,4,Mainline,E,5489,0 +825399,33.807585,-116.391149,8,Riverside,I10-E,4,Mainline,E,5490,0 +825418,33.805981,-116.387622,8,Riverside,I10-E,3,Mainline,E,5491,0 +822992,33.798338,-116.375675,8,Riverside,I10-E,3,Mainline,E,5492,0 +823002,33.777031,-116.339754,8,Riverside,I10-E,3,Mainline,E,5493,0 +821437,33.760083,-116.300678,8,Riverside,I10-E,3,Mainline,E,5494,0 +827601,33.750158,-116.271141,8,Riverside,I10-E,3,Mainline,E,5495,0 +827560,33.749426,-116.269219,8,Riverside,I10-E,3,Mainline,E,5496,0 +827579,33.749003,-116.268162,8,Riverside,I10-E,3,Mainline,E,5497,0 +823011,33.73924,-116.234537,8,Riverside,I10-E,3,Mainline,E,5498,0 +819910,33.724433,-116.200107,8,Riverside,I10-E,3,Mainline,E,5499,0 +821461,33.714989,-116.172734,8,Riverside,I10-E,2,Mainline,E,5500,0 +821476,33.699564,-116.087904,8,Riverside,I10-E,2,Mainline,E,5501,0 +821837,33.679284,-115.996905,8,Riverside,I10-E,2,Mainline,E,5502,0 +822670,33.66299,-115.854937,8,Riverside,I10-E,2,Mainline,E,5503,0 +822684,33.659914,-115.756122,8,Riverside,I10-E,2,Mainline,E,5504,0 +822747,33.703775,-115.329715,8,Riverside,I10-E,2,Mainline,E,5505,0 +822768,33.670533,-115.204344,8,Riverside,I10-E,2,Mainline,E,5506,0 +822800,33.629131,-115.06976,8,Riverside,I10-E,2,Mainline,E,5507,0 +822823,33.606391,-114.9197,8,Riverside,I10-E,2,Mainline,E,5508,0 +822849,33.609855,-114.782835,8,Riverside,I10-E,2,Mainline,E,5509,0 +822894,33.607355,-114.559708,8,Riverside,I10-E,2,Mainline,E,5510,0 +801230,34.082004,-117.699964,8,San Bernardino,I10-W,4,Mainline,W,5511,0 +801234,34.085065,-117.690768,8,San Bernardino,I10-W,4,Mainline,W,5512,0 +801240,34.087371,-117.678405,8,San Bernardino,I10-W,4,Mainline,W,5513,0 +801241,34.087447,-117.672326,8,San Bernardino,I10-W,4,Mainline,W,5514,0 +801246,34.08742,-117.660463,8,San Bernardino,I10-W,4,Mainline,W,5515,0 +801247,34.087466,-117.653559,8,San Bernardino,I10-W,4,Mainline,W,5516,0 +801256,34.082791,-117.632057,8,San Bernardino,I10-W,4,Mainline,W,5517,0 +801259,34.078035,-117.62377,8,San Bernardino,I10-W,4,Mainline,W,5518,0 +801265,34.071145,-117.611844,8,San Bernardino,I10-W,4,Mainline,W,5519,0 +801267,34.070549,-117.61069,8,San Bernardino,I10-W,4,Mainline,W,5520,0 +820071,34.069681,-117.608589,8,San Bernardino,I10-W,4,Mainline,W,5521,0 +806574,34.068056,-117.599428,8,San Bernardino,I10-W,4,Mainline,W,5522,0 +820202,34.067723,-117.590995,8,San Bernardino,I10-W,5,Mainline,W,5523,0 +801277,34.067702,-117.582357,8,San Bernardino,I10-W,5,Mainline,W,5524,0 +801279,34.067681,-117.577307,8,San Bernardino,I10-W,4,Mainline,W,5525,0 +801282,34.067676,-117.574695,8,San Bernardino,I10-W,4,Mainline,W,5526,0 +801288,34.067651,-117.56921,8,San Bernardino,I10-W,5,Mainline,W,5527,0 +817198,34.067614,-117.561479,8,San Bernardino,I10-W,5,Mainline,W,5528,0 +818157,34.067509,-117.540343,8,San Bernardino,I10-W,4,Mainline,W,5529,0 +813048,34.067664,-117.525792,8,San Bernardino,I10-W,4,Mainline,W,5530,0 +813068,34.067757,-117.523472,8,San Bernardino,I10-W,4,Mainline,W,5531,0 +825018,34.067886,-117.516956,8,San Bernardino,I10-W,4,Mainline,W,5532,0 +818550,34.066043,-117.507141,8,San Bernardino,I10-W,4,Mainline,W,5533,0 +818160,34.065784,-117.498545,8,San Bernardino,I10-W,4,Mainline,W,5534,0 +825531,34.066086,-117.490952,8,San Bernardino,I10-W,4,Mainline,W,5535,0 +825549,34.066222,-117.487761,8,San Bernardino,I10-W,4,Mainline,W,5536,0 +825572,34.066154,-117.48567,8,San Bernardino,I10-W,4,Mainline,W,5537,0 +818554,34.06629,-117.477757,8,San Bernardino,I10-W,5,Mainline,W,5538,0 +818162,34.06653,-117.4673,8,San Bernardino,I10-W,4,Mainline,W,5539,0 +824752,34.066894,-117.455891,8,San Bernardino,I10-W,4,Mainline,W,5540,0 +824734,34.067023,-117.45337,8,San Bernardino,I10-W,4,Mainline,W,5541,0 +824717,34.06697,-117.450791,8,San Bernardino,I10-W,4,Mainline,W,5542,0 +813316,34.06747,-117.435261,8,San Bernardino,I10-W,4,Mainline,W,5543,0 +818191,34.067621,-117.422014,8,San Bernardino,I10-W,4,Mainline,W,5544,0 +818165,34.067903,-117.409812,8,San Bernardino,I10-W,4,Mainline,W,5545,0 +824105,34.068488,-117.398293,8,San Bernardino,I10-W,4,Mainline,W,5546,0 +824205,34.068429,-117.390796,8,San Bernardino,I10-W,4,Mainline,W,5547,0 +825359,34.068809,-117.372329,8,San Bernardino,I10-W,4,Mainline,W,5548,0 +825337,34.068886,-117.367148,8,San Bernardino,I10-W,4,Mainline,W,5549,0 +824021,34.069074,-117.35548,8,San Bernardino,I10-W,4,Mainline,W,5550,0 +824232,34.068945,-117.349789,8,San Bernardino,I10-W,4,Mainline,W,5551,0 +824042,34.06802,-117.337555,8,San Bernardino,I10-W,4,Mainline,W,5552,0 +824183,34.066915,-117.333655,8,San Bernardino,I10-W,4,Mainline,W,5553,0 +824677,34.066279,-117.326735,8,San Bernardino,I10-W,4,Mainline,W,5554,0 +824125,34.065567,-117.3203,8,San Bernardino,I10-W,4,Mainline,W,5555,0 +824695,34.065101,-117.315591,8,San Bernardino,I10-W,4,Mainline,W,5556,0 +824166,34.065154,-117.31025,8,San Bernardino,I10-W,4,Mainline,W,5557,0 +816967,34.064321,-117.296306,8,San Bernardino,I10-W,4,Mainline,W,5558,0 +816446,34.063642,-117.29129,8,San Bernardino,I10-W,4,Mainline,W,5559,0 +816432,34.064143,-117.275764,8,San Bernardino,I10-W,4,Mainline,W,5560,0 +816418,34.064205,-117.263584,8,San Bernardino,I10-W,4,Mainline,W,5561,0 +826356,34.064717,-117.260381,8,San Bernardino,I10-W,4,Mainline,W,5562,0 +816481,34.065082,-117.258783,8,San Bernardino,I10-W,4,Mainline,W,5563,0 +816400,34.066685,-117.246498,8,San Bernardino,I10-W,4,Mainline,W,5564,0 +816495,34.066683,-117.241667,8,San Bernardino,I10-W,4,Mainline,W,5565,0 +816382,34.066697,-117.228549,8,San Bernardino,I10-W,4,Mainline,W,5566,0 +816510,34.066697,-117.224052,8,San Bernardino,I10-W,5,Mainline,W,5567,0 +816364,34.066712,-117.211337,8,San Bernardino,I10-W,4,Mainline,W,5568,0 +818177,34.064843,-117.199026,8,San Bernardino,I10-W,4,Mainline,W,5569,0 +819045,34.061881,-117.185999,8,San Bernardino,I10-W,5,Mainline,W,5570,0 +819046,34.061901,-117.182495,8,San Bernardino,I10-W,4,Mainline,W,5571,0 +818179,34.061758,-117.179004,8,San Bernardino,I10-W,4,Mainline,W,5572,0 +818199,34.058037,-117.169583,8,San Bernardino,I10-W,3,Mainline,W,5573,0 +818203,34.053785,-117.162542,8,San Bernardino,I10-W,4,Mainline,W,5574,0 +818581,34.043534,-117.156152,8,San Bernardino,I10-W,4,Mainline,W,5575,0 +818205,34.038658,-117.152579,8,San Bernardino,I10-W,4,Mainline,W,5576,0 +818583,34.034707,-117.14336,8,San Bernardino,I10-W,4,Mainline,W,5577,0 +818201,34.032525,-117.13692,8,San Bernardino,I10-W,4,Mainline,W,5578,0 +818580,34.029926,-117.130696,8,San Bernardino,I10-W,4,Mainline,W,5579,0 +818585,34.027616,-117.122569,8,San Bernardino,I10-W,4,Mainline,W,5580,0 +824917,34.027214,-117.120359,8,San Bernardino,I10-W,4,Mainline,W,5581,0 +818207,34.026179,-117.11768,8,San Bernardino,I10-W,4,Mainline,W,5582,0 +818575,34.023074,-117.106116,8,San Bernardino,I10-W,4,Mainline,W,5583,0 +818196,34.017936,-117.097717,8,San Bernardino,I10-W,3,Mainline,W,5584,0 +818578,34.016308,-117.094852,8,San Bernardino,I10-W,3,Mainline,W,5585,0 +818574,34.014482,-117.082986,8,San Bernardino,I10-W,3,Mainline,W,5586,0 +818195,34.011693,-117.071252,8,San Bernardino,I10-W,3,Mainline,W,5587,0 +819050,34.004871,-117.065359,8,San Bernardino,I10-W,3,Mainline,W,5588,0 +819049,34.001236,-117.063378,8,Riverside,I10-W,3,Mainline,W,5589,0 +819052,33.994143,-117.05907,8,Riverside,I10-W,3,Mainline,W,5590,0 +819055,33.990981,-117.056838,8,Riverside,I10-W,3,Mainline,W,5591,0 +819187,33.977985,-117.049287,8,Riverside,I10-W,3,Mainline,W,5592,0 +819058,33.968316,-117.035702,8,Riverside,I10-W,3,Mainline,W,5593,0 +819057,33.967374,-117.03395,8,Riverside,I10-W,3,Mainline,W,5594,0 +819182,33.96061,-117.02396,8,Riverside,I10-W,3,Mainline,W,5595,0 +819184,33.954259,-117.014462,8,Riverside,I10-W,3,Mainline,W,5596,0 +819062,33.946426,-117.004228,8,Riverside,I10-W,3,Mainline,W,5597,0 +819061,33.944073,-117.002198,8,Riverside,I10-W,3,Mainline,W,5598,0 +819179,33.937147,-116.995923,8,Riverside,I10-W,3,Mainline,W,5599,0 +820854,33.932657,-116.98796,8,Riverside,I10-W,3,Mainline,W,5600,0 +825784,33.927261,-116.97923,8,Riverside,I10-W,4,Mainline,W,5601,0 +821287,33.927129,-116.952195,8,Riverside,I10-W,4,Mainline,W,5602,0 +821298,33.926239,-116.926106,8,Riverside,I10-W,4,Mainline,W,5603,0 +822608,33.924454,-116.900172,8,Riverside,I10-W,4,Mainline,W,5604,0 +822619,33.924391,-116.875904,8,Riverside,I10-W,4,Mainline,W,5605,0 +821309,33.926305,-116.853059,8,Riverside,I10-W,4,Mainline,W,5606,0 +821319,33.931575,-116.825943,8,Riverside,I10-W,4,Mainline,W,5607,0 +821333,33.919406,-116.801108,8,Riverside,I10-W,4,Mainline,W,5608,0 +821345,33.91889,-116.776967,8,Riverside,I10-W,4,Mainline,W,5609,0 +821356,33.924861,-116.737912,8,Riverside,I10-W,4,Mainline,W,5610,0 +822962,33.924676,-116.693738,8,Riverside,I10-W,4,Mainline,W,5611,0 +821367,33.922525,-116.664274,8,Riverside,I10-W,4,Mainline,W,5612,0 +822973,33.918566,-116.624009,8,Riverside,I10-W,4,Mainline,W,5613,0 +826507,33.90497,-116.549629,8,Riverside,I10-W,4,Mainline,W,5614,0 +826564,33.904716,-116.545002,8,Riverside,I10-W,4,Mainline,W,5615,0 +826537,33.903584,-116.540577,8,Riverside,I10-W,4,Mainline,W,5616,0 +826925,33.882383,-116.506785,8,Riverside,I10-W,4,Mainline,W,5617,0 +826903,33.880119,-116.504091,8,Riverside,I10-W,4,Mainline,W,5618,0 +825197,33.851612,-116.461887,8,Riverside,I10-W,4,Mainline,W,5619,0 +825248,33.851321,-116.46139,8,Riverside,I10-W,4,Mainline,W,5620,0 +825216,33.847683,-116.455226,8,Riverside,I10-W,4,Mainline,W,5621,0 +821429,33.84182,-116.445317,8,Riverside,I10-W,4,Mainline,W,5622,0 +825397,33.807737,-116.390832,8,Riverside,I10-W,3,Mainline,W,5623,0 +825416,33.806107,-116.387385,8,Riverside,I10-W,3,Mainline,W,5624,0 +822993,33.79852,-116.375481,8,Riverside,I10-W,3,Mainline,W,5625,0 +823003,33.777234,-116.339615,8,Riverside,I10-W,3,Mainline,W,5626,0 +821438,33.760271,-116.300589,8,Riverside,I10-W,3,Mainline,W,5627,0 +827561,33.749733,-116.269128,8,Riverside,I10-W,3,Mainline,W,5628,0 +827577,33.74932,-116.268056,8,Riverside,I10-W,3,Mainline,W,5629,0 +823012,33.739634,-116.234541,8,Riverside,I10-W,3,Mainline,W,5630,0 +820847,33.727328,-116.202862,8,Riverside,I10-W,3,Mainline,W,5631,0 +826277,33.715234,-116.172477,8,Riverside,I10-W,2,Mainline,W,5632,0 +826281,33.700205,-116.087711,8,Riverside,I10-W,2,Mainline,W,5633,0 +822705,33.671741,-115.609641,8,Riverside,I10-W,2,Mainline,W,5634,0 +822726,33.696475,-115.479671,8,Riverside,I10-W,2,Mainline,W,5635,0 +822769,33.670816,-115.204213,8,Riverside,I10-W,2,Mainline,W,5636,0 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Bernardino,I15-N,5,Mainline,N,5721,0 +810190,34.09224,-117.5437,8,San Bernardino,I15-N,4,Mainline,N,5722,0 +808273,34.105099,-117.533364,8,San Bernardino,I15-N,4,Mainline,N,5723,0 +808292,34.113314,-117.523425,8,San Bernardino,I15-N,4,Mainline,N,5724,0 +808345,34.117435,-117.518433,8,San Bernardino,I15-N,4,Mainline,N,5725,0 +827241,34.124214,-117.510165,8,San Bernardino,I15-N,4,Mainline,N,5726,0 +810124,34.138786,-117.492723,8,San Bernardino,I15-N,6,Mainline,N,5727,0 +810131,34.140762,-117.490347,8,San Bernardino,I15-N,4,Mainline,N,5728,0 +808372,34.148611,-117.480879,8,San Bernardino,I15-N,5,Mainline,N,5729,0 +810165,34.153033,-117.475525,8,San Bernardino,I15-N,4,Mainline,N,5730,0 +808392,34.159548,-117.467658,8,San Bernardino,I15-N,4,Mainline,N,5731,0 +826013,34.163808,-117.462524,8,San Bernardino,I15-N,4,Mainline,N,5732,0 +825987,34.166465,-117.459334,8,San Bernardino,I15-N,4,Mainline,N,5733,0 +825818,34.183311,-117.434592,8,San Bernardino,I15-N,4,Mainline,N,5734,0 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Bernardino,I15-N,4,Mainline,N,5748,0 +825474,34.380383,-117.417284,8,San Bernardino,I15-N,4,Mainline,N,5749,0 +825432,34.384545,-117.413933,8,San Bernardino,I15-N,4,Mainline,N,5750,0 +821771,34.391565,-117.408247,8,San Bernardino,I15-N,4,Mainline,N,5751,0 +821780,34.409619,-117.393602,8,San Bernardino,I15-N,3,Mainline,N,5752,0 +821789,34.42543,-117.381252,8,San Bernardino,I15-N,3,Mainline,N,5753,0 +821798,34.444926,-117.366034,8,San Bernardino,I15-N,3,Mainline,N,5754,0 +821807,34.468063,-117.347925,8,San Bernardino,I15-N,3,Mainline,N,5755,0 +823834,34.485276,-117.335301,8,San Bernardino,I15-N,3,Mainline,N,5756,0 +823810,34.486819,-117.33433,8,San Bernardino,I15-N,3,Mainline,N,5757,0 +821196,34.502141,-117.324754,8,San Bernardino,I15-N,3,Mainline,N,5758,0 +821207,34.52322,-117.318458,8,San Bernardino,I15-N,4,Mainline,N,5759,0 +820893,34.577351,-117.271483,8,San Bernardino,I15-N,3,Mainline,N,5760,0 +820913,34.627675,-117.230453,8,San Bernardino,I15-N,3,Mainline,N,5761,0 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Bernardino,I15-N,2,Mainline,N,5775,0 +822088,35.279079,-116.049186,8,San Bernardino,I15-N,2,Mainline,N,5776,0 +822097,35.30315,-116.015051,8,San Bernardino,I15-N,3,Mainline,N,5777,0 +822115,35.34991,-115.940782,8,San Bernardino,I15-N,3,Mainline,N,5778,0 +822133,35.383477,-115.861276,8,San Bernardino,I15-N,3,Mainline,N,5779,0 +822142,35.394245,-115.824605,8,San Bernardino,I15-N,3,Mainline,N,5780,0 +822156,35.421017,-115.738853,8,San Bernardino,I15-N,2,Mainline,N,5781,0 +822164,35.435335,-115.698234,8,San Bernardino,I15-N,3,Mainline,N,5782,0 +822257,35.474371,-115.57996,8,San Bernardino,I15-N,3,Mainline,N,5783,0 +822272,35.467648,-115.493629,8,San Bernardino,I15-N,3,Mainline,N,5784,0 +822193,35.499812,-115.437051,8,San Bernardino,I15-N,3,Mainline,N,5785,0 +822202,35.532668,-115.422938,8,San Bernardino,I15-N,3,Mainline,N,5786,0 +822216,35.602384,-115.393162,8,San Bernardino,I15-N,2,Mainline,N,5787,0 +817737,33.439221,-117.139262,8,Riverside,I15-S,4,Mainline,S,5788,0 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Bernardino,I15-S,4,Mainline,S,5872,0 +823715,34.139017,-117.492993,8,San Bernardino,I15-S,6,Mainline,S,5873,0 +823720,34.141001,-117.490613,8,San Bernardino,I15-S,4,Mainline,S,5874,0 +808373,34.148779,-117.481222,8,San Bernardino,I15-S,5,Mainline,S,5875,0 +810143,34.151077,-117.478415,8,San Bernardino,I15-S,4,Mainline,S,5876,0 +808393,34.159602,-117.468187,8,San Bernardino,I15-S,4,Mainline,S,5877,0 +826010,34.16381,-117.463115,8,San Bernardino,I15-S,4,Mainline,S,5878,0 +825990,34.166487,-117.459914,8,San Bernardino,I15-S,4,Mainline,S,5879,0 +808412,34.174712,-117.447638,8,San Bernardino,I15-S,4,Mainline,S,5880,0 +825820,34.183583,-117.434881,8,San Bernardino,I15-S,4,Mainline,S,5881,0 +808485,34.188104,-117.429236,8,San Bernardino,I15-S,4,Mainline,S,5882,0 +808525,34.194576,-117.420479,8,San Bernardino,I15-S,4,Mainline,S,5883,0 +808586,34.195209,-117.419954,8,San Bernardino,I15-S,5,Mainline,S,5884,0 +827194,34.197395,-117.418556,8,San Bernardino,I15-S,8,Mainline,S,5885,0 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Bernardino,I15-S,3,Mainline,S,5899,0 +823831,34.485368,-117.33555,8,San Bernardino,I15-S,3,Mainline,S,5900,0 +823813,34.486911,-117.334579,8,San Bernardino,I15-S,3,Mainline,S,5901,0 +821197,34.502221,-117.32498,8,San Bernardino,I15-S,3,Mainline,S,5902,0 +821208,34.523314,-117.318763,8,San Bernardino,I15-S,4,Mainline,S,5903,0 +820894,34.577458,-117.27167,8,San Bernardino,I15-S,3,Mainline,S,5904,0 +821051,34.627766,-117.230645,8,San Bernardino,I15-S,3,Mainline,S,5905,0 +821063,34.711555,-117.200192,8,San Bernardino,I15-S,3,Mainline,S,5906,0 +821071,34.782032,-117.131069,8,San Bernardino,I15-S,3,Mainline,S,5907,0 +821218,34.836888,-117.089894,8,San Bernardino,I15-S,4,Mainline,S,5908,0 +821251,34.886258,-117.044707,8,San Bernardino,I15-S,4,Mainline,S,5909,0 +821172,34.905964,-116.952009,8,San Bernardino,I15-S,3,Mainline,S,5910,0 +821265,34.911268,-116.82145,8,San Bernardino,I15-S,2,Mainline,S,5911,0 +821845,34.916502,-116.779996,8,San Bernardino,I15-S,2,Mainline,S,5912,0 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Bernardino,I15-S,2,Mainline,S,5926,0 +822258,35.475022,-115.580222,8,San Bernardino,I15-S,2,Mainline,S,5927,0 +822222,35.470142,-115.498697,8,San Bernardino,I15-S,3,Mainline,S,5928,0 +822194,35.499937,-115.437451,8,San Bernardino,I15-S,3,Mainline,S,5929,0 +822203,35.532767,-115.423394,8,San Bernardino,I15-S,3,Mainline,S,5930,0 +822217,35.602653,-115.393462,8,San Bernardino,I15-S,2,Mainline,S,5931,0 +809912,34.0259,-117.723013,8,San Bernardino,SR60-E,4,Mainline,E,5932,1 +809952,34.030098,-117.711938,8,San Bernardino,SR60-E,4,Mainline,E,5933,1 +801338,34.030011,-117.70991,8,San Bernardino,SR60-E,4,Mainline,E,5934,1 +801340,34.030056,-117.704815,8,San Bernardino,SR60-E,4,Mainline,E,5935,1 +801344,34.03012,-117.692625,8,San Bernardino,SR60-E,4,Mainline,E,5936,1 +801346,34.030152,-117.68643,8,San Bernardino,SR60-E,4,Mainline,E,5937,1 +820634,34.030183,-117.682108,8,San Bernardino,SR60-E,4,Mainline,E,5938,1 +801350,34.030244,-117.670938,8,San Bernardino,SR60-E,4,Mainline,E,5939,1 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+823978,33.939158,-117.178553,8,Riverside,SR60-E,2,Mainline,E,5967,1 +820712,33.939156,-117.138817,8,Riverside,SR60-E,2,Mainline,E,5968,1 +820719,33.938014,-117.128544,8,Riverside,SR60-E,2,Mainline,E,5969,1 +823190,33.933364,-117.000068,8,Riverside,SR60-E,2,Mainline,E,5970,1 +825668,34.026162,-117.723076,8,San Bernardino,SR60-W,4,Mainline,W,5971,1 +825867,34.02986,-117.711844,8,San Bernardino,SR60-W,4,Mainline,W,5972,1 +801337,34.030239,-117.710395,8,San Bernardino,SR60-W,4,Mainline,W,5973,1 +801341,34.030319,-117.705193,8,San Bernardino,SR60-W,4,Mainline,W,5974,1 +801343,34.030386,-117.693001,8,San Bernardino,SR60-W,4,Mainline,W,5975,1 +801347,34.030408,-117.686616,8,San Bernardino,SR60-W,4,Mainline,W,5976,1 +809960,34.030448,-117.682103,8,San Bernardino,SR60-W,4,Mainline,W,5977,1 +801349,34.030502,-117.671087,8,San Bernardino,SR60-W,4,Mainline,W,5978,1 +801353,34.03052,-117.66496,8,San Bernardino,SR60-W,4,Mainline,W,5979,1 +826166,34.030521,-117.661163,8,San Bernardino,SR60-W,4,Mainline,W,5980,1 +801355,34.03055,-117.654217,8,San Bernardino,SR60-W,4,Mainline,W,5981,1 +801359,34.030577,-117.647377,8,San Bernardino,SR60-W,4,Mainline,W,5982,1 +825676,34.030609,-117.638485,8,San Bernardino,SR60-W,4,Mainline,W,5983,1 +801361,34.030623,-117.631124,8,San Bernardino,SR60-W,4,Mainline,W,5984,1 +801365,34.030646,-117.625451,8,San Bernardino,SR60-W,4,Mainline,W,5985,1 +801367,34.03068,-117.61388,8,San Bernardino,SR60-W,4,Mainline,W,5986,1 +801371,34.030672,-117.607997,8,San Bernardino,SR60-W,4,Mainline,W,5987,1 +801373,34.0307,-117.595966,8,San Bernardino,SR60-W,4,Mainline,W,5988,1 +801377,34.030718,-117.59057,8,San Bernardino,SR60-W,4,Mainline,W,5989,1 +825874,34.030721,-117.585573,8,San Bernardino,SR60-W,4,Mainline,W,5990,1 +801379,34.029996,-117.57913,8,San Bernardino,SR60-W,4,Mainline,W,5991,1 +801383,34.028461,-117.573456,8,San Bernardino,SR60-W,4,Mainline,W,5992,1 +801387,34.024988,-117.561183,8,San Bernardino,SR60-W,4,Mainline,W,5993,1 +801391,34.022943,-117.554045,8,Riverside,SR60-W,4,Mainline,W,5994,1 +821532,34.014413,-117.450342,8,Riverside,SR60-W,4,Mainline,W,5995,1 +821610,34.005939,-117.414731,8,Riverside,SR60-W,3,Mainline,W,5996,1 +808945,33.942498,-117.277554,8,Riverside,SR60-W,2,Mainline,W,5997,1 +801397,33.940876,-117.264242,8,Riverside,SR60-W,2,Mainline,W,5998,1 +801400,33.940948,-117.259999,8,Riverside,SR60-W,2,Mainline,W,5999,1 +801404,33.941149,-117.246877,8,Riverside,SR60-W,2,Mainline,W,6000,1 +801408,33.941223,-117.241153,8,Riverside,SR60-W,2,Mainline,W,6001,1 +801410,33.94038,-117.229089,8,Riverside,SR60-W,2,Mainline,W,6002,1 +819941,33.939388,-117.222146,8,Riverside,SR60-W,2,Mainline,W,6003,1 +821519,34.012782,-117.43778,8,Riverside,SR60-W,4,Mainline,W,6004,1 +824069,33.93934,-117.190681,8,Riverside,SR60-W,2,Mainline,W,6005,1 +820713,33.939336,-117.138813,8,Riverside,SR60-W,2,Mainline,W,6006,1 +820720,33.938185,-117.128548,8,Riverside,SR60-W,2,Mainline,W,6007,1 +823191,33.933525,-117.00007,8,Riverside,SR60-W,2,Mainline,W,6008,1 +812588,34.013604,-117.736209,8,San Bernardino,SR71-N,3,Mainline,N,6009,1 +823571,34.011226,-117.73328,8,San Bernardino,SR71-N,3,Mainline,N,6010,1 +812609,34.004823,-117.726903,8,San Bernardino,SR71-N,3,Mainline,N,6011,1 +812648,34.002232,-117.724672,8,San Bernardino,SR71-N,3,Mainline,N,6012,1 +825115,34.00054,-117.723641,8,San Bernardino,SR71-N,3,Mainline,N,6013,1 +812654,33.986055,-117.712124,8,San Bernardino,SR71-N,3,Mainline,N,6014,1 +825121,33.980358,-117.705456,8,San Bernardino,SR71-N,3,Mainline,N,6015,1 +812776,33.971359,-117.692861,8,San Bernardino,SR71-N,3,Mainline,N,6016,1 +812800,33.968949,-117.690507,8,San Bernardino,SR71-N,3,Mainline,N,6017,1 +812744,33.956585,-117.680542,8,San Bernardino,SR71-N,2,Mainline,N,6018,1 +812821,33.951061,-117.676512,8,San Bernardino,SR71-N,2,Mainline,N,6019,1 +825150,33.946389,-117.673435,8,San Bernardino,SR71-N,2,Mainline,N,6020,1 +812730,33.933857,-117.662078,8,San Bernardino,SR71-N,2,Mainline,N,6021,1 +812704,33.930912,-117.65946,8,San Bernardino,SR71-N,2,Mainline,N,6022,1 +825154,33.928576,-117.657719,8,San Bernardino,SR71-N,3,Mainline,N,6023,1 +823210,33.91818,-117.652578,8,Riverside,SR71-N,2,Mainline,N,6024,1 +821618,33.909701,-117.649614,8,Riverside,SR71-N,2,Mainline,N,6025,1 +821625,33.898272,-117.646483,8,Riverside,SR71-N,2,Mainline,N,6026,1 +821632,33.889494,-117.646159,8,Riverside,SR71-N,2,Mainline,N,6027,1 +812586,34.016511,-117.741124,8,San Bernardino,SR71-S,4,Mainline,S,6028,1 +824530,34.012036,-117.734592,8,San Bernardino,SR71-S,3,Mainline,S,6029,1 +812601,34.009478,-117.731974,8,San Bernardino,SR71-S,3,Mainline,S,6030,1 +825090,34.003145,-117.725734,8,San Bernardino,SR71-S,3,Mainline,S,6031,1 +826124,34.000398,-117.7239,8,San Bernardino,SR71-S,3,Mainline,S,6032,1 +812651,33.998726,-117.722897,8,San Bernardino,SR71-S,3,Mainline,S,6033,1 +825096,33.984684,-117.711125,8,San Bernardino,SR71-S,3,Mainline,S,6034,1 +812657,33.979404,-117.704182,8,San Bernardino,SR71-S,3,Mainline,S,6035,1 +823914,33.970247,-117.692106,8,San Bernardino,SR71-S,3,Mainline,S,6036,1 +812788,33.968018,-117.689906,8,San Bernardino,SR71-S,3,Mainline,S,6037,1 +825104,33.967883,-117.689775,8,San Bernardino,SR71-S,3,Mainline,S,6038,1 +812811,33.965741,-117.687782,8,San Bernardino,SR71-S,3,Mainline,S,6039,1 +825109,33.950128,-117.676236,8,San Bernardino,SR71-S,2,Mainline,S,6040,1 +812831,33.945546,-117.673171,8,San Bernardino,SR71-S,2,Mainline,S,6041,1 +826177,33.933302,-117.661831,8,San Bernardino,SR71-S,2,Mainline,S,6042,1 +812690,33.931212,-117.659983,8,San Bernardino,SR71-S,2,Mainline,S,6043,1 +812717,33.927953,-117.657535,8,San Bernardino,SR71-S,2,Mainline,S,6044,1 +823211,33.917309,-117.65238,8,Riverside,SR71-S,2,Mainline,S,6045,1 +821617,33.908626,-117.649322,8,Riverside,SR71-S,2,Mainline,S,6046,1 +821624,33.896863,-117.646659,8,Riverside,SR71-S,2,Mainline,S,6047,1 +821631,33.887924,-117.645761,8,Riverside,SR71-S,2,Mainline,S,6048,1 +823180,33.87803,-117.658212,8,Riverside,SR91-E,5,Mainline,E,6049,1 +801422,33.878697,-117.657264,8,Riverside,SR91-E,5,Mainline,E,6050,1 +801428,33.881268,-117.649232,8,Riverside,SR91-E,6,Mainline,E,6051,1 +823858,33.882912,-117.642355,8,Riverside,SR91-E,6,Mainline,E,6052,1 +801435,33.884659,-117.632803,8,Riverside,SR91-E,5,Mainline,E,6053,1 +822370,33.880712,-117.613596,8,Riverside,SR91-E,6,Mainline,E,6054,1 +801449,33.880625,-117.61289,8,Riverside,SR91-E,5,Mainline,E,6055,1 +825802,33.88064,-117.600234,8,Riverside,SR91-E,5,Mainline,E,6056,1 +801464,33.881661,-117.593724,8,Riverside,SR91-E,6,Mainline,E,6057,1 +801471,33.881934,-117.584254,8,Riverside,SR91-E,6,Mainline,E,6058,1 +801473,33.881537,-117.580389,8,Riverside,SR91-E,6,Mainline,E,6059,1 +820549,33.880108,-117.567165,8,Riverside,SR91-E,6,Mainline,E,6060,1 +801485,33.879688,-117.563356,8,Riverside,SR91-E,4,Mainline,E,6061,1 +826582,33.879427,-117.561154,8,Riverside,SR91-E,3,Mainline,E,6062,1 +801488,33.879193,-117.558894,8,Riverside,SR91-E,4,Mainline,E,6063,1 +827490,33.885524,-117.519313,8,Riverside,SR91-E,4,Mainline,E,6064,1 +806674,33.885934,-117.518393,8,Riverside,SR91-E,4,Mainline,E,6065,1 +801493,33.886508,-117.517184,8,Riverside,SR91-E,4,Mainline,E,6066,1 +822589,33.896919,-117.494388,8,Riverside,SR91-E,3,Mainline,E,6067,1 +801502,33.896796,-117.485867,8,Riverside,SR91-E,3,Mainline,E,6068,1 +820356,33.899559,-117.474346,8,Riverside,SR91-E,3,Mainline,E,6069,1 +801509,33.900862,-117.470028,8,Riverside,SR91-E,3,Mainline,E,6070,1 +801512,33.905123,-117.458776,8,Riverside,SR91-E,3,Mainline,E,6071,1 +801515,33.907487,-117.454615,8,Riverside,SR91-E,3,Mainline,E,6072,1 +824978,33.914564,-117.442225,8,Riverside,SR91-E,3,Mainline,E,6073,1 +801520,33.914872,-117.441676,8,Riverside,SR91-E,3,Mainline,E,6074,1 +801523,33.919915,-117.432776,8,Riverside,SR91-E,4,Mainline,E,6075,1 +801528,33.926795,-117.420663,8,Riverside,SR91-E,3,Mainline,E,6076,1 +801530,33.928077,-117.418405,8,Riverside,SR91-E,3,Mainline,E,6077,1 +801533,33.932457,-117.410737,8,Riverside,SR91-E,3,Mainline,E,6078,1 +801536,33.935254,-117.405802,8,Riverside,SR91-E,3,Mainline,E,6079,1 +801538,33.936564,-117.403479,8,Riverside,SR91-E,3,Mainline,E,6080,1 +801541,33.941008,-117.396017,8,Riverside,SR91-E,3,Mainline,E,6081,1 +801544,33.945227,-117.390128,8,Riverside,SR91-E,3,Mainline,E,6082,1 +826399,33.945473,-117.389784,8,Riverside,SR91-E,3,Mainline,E,6083,1 +801546,33.947366,-117.387307,8,Riverside,SR91-E,3,Mainline,E,6084,1 +801550,33.952658,-117.384416,8,Riverside,SR91-E,3,Mainline,E,6085,1 +801552,33.954619,-117.382511,8,Riverside,SR91-E,3,Mainline,E,6086,1 +801560,33.97226,-117.374105,8,Riverside,SR91-E,3,Mainline,E,6087,1 +801562,33.974743,-117.372535,8,Riverside,SR91-E,3,Mainline,E,6088,1 +801566,33.976765,-117.371681,8,Riverside,SR91-E,3,Mainline,E,6089,1 +807830,33.981346,-117.368357,8,Riverside,SR91-E,4,Mainline,E,6090,1 +801418,33.878243,-117.658393,8,Riverside,SR91-W,5,Mainline,W,6091,1 +823132,33.878884,-117.657422,8,Riverside,SR91-W,5,Mainline,W,6092,1 +826789,33.881515,-117.64937,8,Riverside,SR91-W,6,Mainline,W,6093,1 +801431,33.883174,-117.642459,8,Riverside,SR91-W,5,Mainline,W,6094,1 +826857,33.884936,-117.632853,8,Riverside,SR91-W,6,Mainline,W,6095,1 +801445,33.880896,-117.613574,8,Riverside,SR91-W,6,Mainline,W,6096,1 +801455,33.880421,-117.602524,8,Riverside,SR91-W,5,Mainline,W,6097,1 +826865,33.880791,-117.600275,8,Riverside,SR91-W,5,Mainline,W,6098,1 +826816,33.881831,-117.593777,8,Riverside,SR91-W,5,Mainline,W,6099,1 +801469,33.882116,-117.584327,8,Riverside,SR91-W,5,Mainline,W,6100,1 +801475,33.88171,-117.580467,8,Riverside,SR91-W,6,Mainline,W,6101,1 +801481,33.88036,-117.567844,8,Riverside,SR91-W,6,Mainline,W,6102,1 +820559,33.879951,-117.564055,8,Riverside,SR91-W,4,Mainline,W,6103,1 +826663,33.879675,-117.561244,8,Riverside,SR91-W,3,Mainline,W,6104,1 +801490,33.885703,-117.519441,8,Riverside,SR91-W,3,Mainline,W,6105,1 +801496,33.897117,-117.494526,8,Riverside,SR91-W,3,Mainline,W,6106,1 +801499,33.897372,-117.488881,8,Riverside,SR91-W,3,Mainline,W,6107,1 +819114,33.89697,-117.486014,8,Riverside,SR91-W,3,Mainline,W,6108,1 +801505,33.899363,-117.475206,8,Riverside,SR91-W,3,Mainline,W,6109,1 +820364,33.900916,-117.470636,8,Riverside,SR91-W,3,Mainline,W,6110,1 +801511,33.905268,-117.458919,8,Riverside,SR91-W,3,Mainline,W,6111,1 +801516,33.907615,-117.454744,8,Riverside,SR91-W,3,Mainline,W,6112,1 +801517,33.914026,-117.443515,8,Riverside,SR91-W,3,Mainline,W,6113,1 +801521,33.915001,-117.441803,8,Riverside,SR91-W,3,Mainline,W,6114,1 +820846,33.920054,-117.432926,8,Riverside,SR91-W,4,Mainline,W,6115,1 +801527,33.926926,-117.42083,8,Riverside,SR91-W,3,Mainline,W,6116,1 +801531,33.928205,-117.418571,8,Riverside,SR91-W,3,Mainline,W,6117,1 +801534,33.932582,-117.410911,8,Riverside,SR91-W,4,Mainline,W,6118,1 +801535,33.935381,-117.405979,8,Riverside,SR91-W,3,Mainline,W,6119,1 +801539,33.936681,-117.403654,8,Riverside,SR91-W,3,Mainline,W,6120,1 +801543,33.945336,-117.390312,8,Riverside,SR91-W,3,Mainline,W,6121,1 +826405,33.945582,-117.38997,8,Riverside,SR91-W,3,Mainline,W,6122,1 +801547,33.947484,-117.387512,8,Riverside,SR91-W,3,Mainline,W,6123,1 +801549,33.952735,-117.384542,8,Riverside,SR91-W,3,Mainline,W,6124,1 +801553,33.954893,-117.38247,8,Riverside,SR91-W,3,Mainline,W,6125,1 +801559,33.972548,-117.374122,8,Riverside,SR91-W,3,Mainline,W,6126,1 +801563,33.974928,-117.372654,8,Riverside,SR91-W,3,Mainline,W,6127,1 +801565,33.976852,-117.371863,8,Riverside,SR91-W,3,Mainline,W,6128,1 +816077,33.990999,-117.359032,8,Riverside,SR91-W,5,Mainline,W,6129,1 +809294,34.124085,-117.691242,8,San Bernardino,I210-E,3,Mainline,E,6130,0 +809301,34.128716,-117.68609,8,San Bernardino,I210-E,4,Mainline,E,6131,0 +809308,34.133268,-117.678724,8,San Bernardino,I210-E,4,Mainline,E,6132,0 +819613,34.134333,-117.671953,8,San Bernardino,I210-E,5,Mainline,E,6133,0 +809336,34.134363,-117.668476,8,San Bernardino,I210-E,4,Mainline,E,6134,0 +809343,34.134219,-117.661517,8,San Bernardino,I210-E,4,Mainline,E,6135,0 +809211,34.134814,-117.647585,8,San Bernardino,I210-E,3,Mainline,E,6136,0 +819599,34.134887,-117.638861,8,San Bernardino,I210-E,4,Mainline,E,6137,0 +809259,34.134867,-117.633626,8,San Bernardino,I210-E,3,Mainline,E,6138,0 +809252,34.134861,-117.632056,8,San Bernardino,I210-E,3,Mainline,E,6139,0 +819552,34.13486,-117.617924,8,San Bernardino,I210-E,4,Mainline,E,6140,0 +809287,34.13488,-117.614434,8,San Bernardino,I210-E,3,Mainline,E,6141,0 +809172,34.134954,-117.607455,8,San Bernardino,I210-E,3,Mainline,E,6142,0 +819538,34.134928,-117.596985,8,San Bernardino,I210-E,4,Mainline,E,6143,0 +809202,34.135048,-117.591753,8,San Bernardino,I210-E,3,Mainline,E,6144,0 +819526,34.135797,-117.577842,8,San Bernardino,I210-E,4,Mainline,E,6145,0 +809022,34.136045,-117.574367,8,San Bernardino,I210-E,3,Mainline,E,6146,0 +808993,34.136384,-117.567407,8,San Bernardino,I210-E,3,Mainline,E,6147,0 +819514,34.136453,-117.561652,8,San Bernardino,I210-E,3,Mainline,E,6148,0 +809036,34.136461,-117.556942,8,San Bernardino,I210-E,3,Mainline,E,6149,0 +809070,34.136398,-117.544728,8,San Bernardino,I210-E,3,Mainline,E,6150,0 +816194,34.136385,-117.542984,8,San Bernardino,I210-E,3,Mainline,E,6151,0 +809117,34.136302,-117.532518,8,San Bernardino,I210-E,3,Mainline,E,6152,0 +809126,34.136243,-117.52205,8,San Bernardino,I210-E,3,Mainline,E,6153,0 +810280,34.136231,-117.51856,8,San Bernardino,I210-E,4,Mainline,E,6154,0 +810273,34.136088,-117.511576,8,San Bernardino,I210-E,6,Mainline,E,6155,0 +825929,34.136209,-117.4993,8,San Bernardino,I210-E,3,Mainline,E,6156,0 +816219,34.136228,-117.490457,8,San Bernardino,I210-E,3,Mainline,E,6157,0 +810245,34.136172,-117.485202,8,San Bernardino,I210-E,3,Mainline,E,6158,0 +826083,34.136202,-117.473056,8,San Bernardino,I210-E,4,Mainline,E,6159,0 +819478,34.136227,-117.458134,8,San Bernardino,I210-E,4,Mainline,E,6160,0 +814506,34.13611,-117.449477,8,San Bernardino,I210-E,3,Mainline,E,6161,0 +819484,34.136017,-117.438641,8,San Bernardino,I210-E,3,Mainline,E,6162,0 +814526,34.13616,-117.433842,8,San Bernardino,I210-E,3,Mainline,E,6163,0 +814480,34.136267,-117.431083,8,San Bernardino,I210-E,3,Mainline,E,6164,0 +819448,34.136299,-117.417284,8,San Bernardino,I210-E,3,Mainline,E,6165,0 +814211,34.136181,-117.409748,8,San Bernardino,I210-E,3,Mainline,E,6166,0 +813993,34.136037,-117.40381,8,San Bernardino,I210-E,3,Mainline,E,6167,0 +819142,34.135697,-117.392521,8,San Bernardino,I210-E,3,Mainline,E,6168,0 +814010,34.135204,-117.385384,8,San Bernardino,I210-E,3,Mainline,E,6169,0 +818723,34.135784,-117.370602,8,San Bernardino,I210-E,3,Mainline,E,6170,0 +814566,34.136091,-117.36449,8,San Bernardino,I210-E,3,Mainline,E,6171,0 +819498,34.134534,-117.354995,8,San Bernardino,I210-E,3,Mainline,E,6172,0 +814552,34.134232,-117.351169,8,San Bernardino,I210-E,3,Mainline,E,6173,0 +826110,34.134666,-117.347002,8,San Bernardino,I210-E,3,Mainline,E,6174,0 +813973,34.134625,-117.340028,8,San Bernardino,I210-E,3,Mainline,E,6175,0 +823328,34.134512,-117.338108,8,San Bernardino,I210-E,4,Mainline,E,6176,0 +819685,34.145375,-117.290041,8,San Bernardino,I210-E,4,Mainline,E,6177,0 +827738,34.144545,-117.268275,8,San Bernardino,I210-E,3,Mainline,E,6178,0 +821645,34.142501,-117.25276,8,San Bernardino,I210-E,3,Mainline,E,6179,0 +821652,34.137428,-117.240179,8,San Bernardino,I210-E,2,Mainline,E,6180,0 +819702,34.131804,-117.218917,8,San Bernardino,I210-E,2,Mainline,E,6181,0 +819710,34.129029,-117.20407,8,San Bernardino,I210-E,2,Mainline,E,6182,0 +821660,34.115272,-117.200396,8,San Bernardino,I210-E,2,Mainline,E,6183,0 +821666,34.099457,-117.20006,8,San Bernardino,I210-E,2,Mainline,E,6184,0 +819716,34.090795,-117.200754,8,San Bernardino,I210-E,2,Mainline,E,6185,0 +819723,34.073356,-117.200851,8,San Bernardino,I210-E,4,Mainline,E,6186,0 +826061,34.124212,-117.691337,8,San Bernardino,I210-W,3,Mainline,W,6187,0 +825880,34.128895,-117.686189,8,San Bernardino,I210-W,3,Mainline,W,6188,0 +826068,34.133408,-117.67878,8,San Bernardino,I210-W,3,Mainline,W,6189,0 +809322,34.13449,-117.671995,8,San Bernardino,I210-W,3,Mainline,W,6190,0 +819605,34.134533,-117.668512,8,San Bernardino,I210-W,4,Mainline,W,6191,0 +825887,34.13438,-117.661538,8,San Bernardino,I210-W,3,Mainline,W,6192,0 +825893,34.135024,-117.647603,8,San Bernardino,I210-W,3,Mainline,W,6193,0 +809238,34.135077,-117.638878,8,San Bernardino,I210-W,3,Mainline,W,6194,0 +825899,34.135007,-117.633642,8,San Bernardino,I210-W,3,Mainline,W,6195,0 +819654,34.134985,-117.632072,8,San Bernardino,I210-W,4,Mainline,W,6196,0 +809273,34.135159,-117.617941,8,San Bernardino,I210-W,3,Mainline,W,6197,0 +819575,34.135167,-117.61445,8,San Bernardino,I210-W,4,Mainline,W,6198,0 +825905,34.135151,-117.607468,8,San Bernardino,I210-W,3,Mainline,W,6199,0 +809188,34.135225,-117.596997,8,San Bernardino,I210-W,3,Mainline,W,6200,0 +819545,34.13531,-117.591764,8,San Bernardino,I210-W,4,Mainline,W,6201,0 +808969,34.13609,-117.577842,8,San Bernardino,I210-W,3,Mainline,W,6202,0 +819532,34.136311,-117.574366,8,San Bernardino,I210-W,4,Mainline,W,6203,0 +826089,34.136681,-117.567406,8,San Bernardino,I210-W,3,Mainline,W,6204,0 +808998,34.136778,-117.561652,8,San Bernardino,I210-W,3,Mainline,W,6205,0 +819520,34.136763,-117.556943,8,San Bernardino,I210-W,4,Mainline,W,6206,0 +825911,34.136668,-117.544729,8,San Bernardino,I210-W,3,Mainline,W,6207,0 +809100,34.13666,-117.542984,8,San Bernardino,I210-W,3,Mainline,W,6208,0 +816211,34.136608,-117.532517,8,San Bernardino,I210-W,3,Mainline,W,6209,0 +825917,34.13653,-117.52205,8,San Bernardino,I210-W,3,Mainline,W,6210,0 +825923,34.13651,-117.51856,8,San Bernardino,I210-W,3,Mainline,W,6211,0 +822176,34.136495,-117.511567,8,San Bernardino,I210-W,4,Mainline,W,6212,0 +810266,34.136448,-117.499298,8,San Bernardino,I210-W,4,Mainline,W,6213,0 +810259,34.136506,-117.490458,8,San Bernardino,I210-W,3,Mainline,W,6214,0 +819460,34.136476,-117.485202,8,San Bernardino,I210-W,3,Mainline,W,6215,0 +810230,34.136663,-117.473054,8,San Bernardino,I210-W,4,Mainline,W,6216,0 +814499,34.136815,-117.458127,8,San Bernardino,I210-W,3,Mainline,W,6217,0 +819472,34.136512,-117.449474,8,San Bernardino,I210-W,3,Mainline,W,6218,0 +814514,34.136385,-117.438636,8,San Bernardino,I210-W,3,Mainline,W,6219,0 +819491,34.136352,-117.435753,8,San Bernardino,I210-W,4,Mainline,W,6220,0 +814533,34.136373,-117.43483,8,San Bernardino,I210-W,3,Mainline,W,6221,0 +814216,34.136537,-117.416002,8,San Bernardino,I210-W,3,Mainline,W,6222,0 +819454,34.136423,-117.408476,8,San Bernardino,I210-W,3,Mainline,W,6223,0 +826100,34.136276,-117.402529,8,San Bernardino,I210-W,4,Mainline,W,6224,0 +814027,34.135993,-117.391591,8,San Bernardino,I210-W,3,Mainline,W,6225,0 +819129,34.135914,-117.384062,8,San Bernardino,I210-W,3,Mainline,W,6226,0 +818721,34.136073,-117.369189,8,San Bernardino,I210-W,3,Mainline,W,6227,0 +818929,34.136886,-117.363323,8,San Bernardino,I210-W,3,Mainline,W,6228,0 +827706,34.134491,-117.35054,8,San Bernardino,I210-W,3,Mainline,W,6229,0 +814548,34.134842,-117.339254,8,San Bernardino,I210-W,3,Mainline,W,6230,0 +819504,34.134674,-117.335409,8,San Bernardino,I210-W,4,Mainline,W,6231,0 +813995,34.145783,-117.299854,8,San Bernardino,I210-W,3,Mainline,W,6232,0 +826105,34.135685,-117.331416,8,San Bernardino,I210-W,3,Mainline,W,6233,0 +823327,34.136007,-117.32972,8,San Bernardino,I210-W,3,Mainline,W,6234,0 +819684,34.145634,-117.290134,8,San Bernardino,I210-W,4,Mainline,W,6235,0 +819695,34.144783,-117.268368,8,San Bernardino,I210-W,3,Mainline,W,6236,0 +821646,34.142789,-117.252841,8,San Bernardino,I210-W,3,Mainline,W,6237,0 +826170,34.137731,-117.240239,8,San Bernardino,I210-W,3,Mainline,W,6238,0 +819703,34.132057,-117.21899,8,San Bernardino,I210-W,2,Mainline,W,6239,0 +819709,34.129428,-117.20408,8,San Bernardino,I210-W,2,Mainline,W,6240,0 +821659,34.115764,-117.200176,8,San Bernardino,I210-W,2,Mainline,W,6241,0 +821667,34.099966,-117.199741,8,San Bernardino,I210-W,2,Mainline,W,6242,0 +819717,34.091299,-117.200455,8,San Bernardino,I210-W,2,Mainline,W,6243,0 +819728,34.073916,-117.200539,8,San Bernardino,I210-W,3,Mainline,W,6244,0 +822409,33.554714,-117.180728,8,Riverside,I215-N,3,Mainline,N,6245,0 +822400,33.557388,-117.180748,8,Riverside,I215-N,3,Mainline,N,6246,0 +825494,33.570331,-117.18076,8,Riverside,I215-N,3,Mainline,N,6247,0 +825601,33.595817,-117.176482,8,Riverside,I215-N,3,Mainline,N,6248,0 +825631,33.595991,-117.176346,8,Riverside,I215-N,3,Mainline,N,6249,0 +825587,33.601253,-117.172351,8,Riverside,I215-N,3,Mainline,N,6250,0 +817803,33.610806,-117.17112,8,Riverside,I215-N,3,Mainline,N,6251,0 +817813,33.619529,-117.171106,8,Riverside,I215-N,2,Mainline,N,6252,0 +817172,33.655825,-117.171087,8,Riverside,I215-N,2,Mainline,N,6253,0 +817819,33.667464,-117.170803,8,Riverside,I215-N,2,Mainline,N,6254,0 +826960,33.681958,-117.170773,8,Riverside,I215-N,3,Mainline,N,6255,0 +826976,33.683463,-117.170929,8,Riverside,I215-N,3,Mainline,N,6256,0 +826993,33.687605,-117.172419,8,Riverside,I215-N,3,Mainline,N,6257,0 +817821,33.704058,-117.183264,8,Riverside,I215-N,2,Mainline,N,6258,0 +817811,33.710321,-117.187594,8,Riverside,I215-N,2,Mainline,N,6259,0 +818594,33.818947,-117.239998,8,Riverside,I215-N,3,Mainline,N,6260,0 +818587,33.717418,-117.18894,8,Riverside,I215-N,2,Mainline,N,6261,0 +818590,33.740278,-117.189234,8,Riverside,I215-N,3,Mainline,N,6262,0 +819188,33.744995,-117.189245,8,Riverside,I215-N,3,Mainline,N,6263,0 +818600,33.756532,-117.189185,8,Riverside,I215-N,3,Mainline,N,6264,0 +818213,33.765211,-117.189501,8,Riverside,I215-N,3,Mainline,N,6265,0 +818598,33.771246,-117.196765,8,Riverside,I215-N,3,Mainline,N,6266,0 +826465,33.782287,-117.21351,8,Riverside,I215-N,3,Mainline,N,6267,0 +826444,33.785651,-117.218642,8,Riverside,I215-N,3,Mainline,N,6268,0 +818215,33.790133,-117.225474,8,Riverside,I215-N,3,Mainline,N,6269,0 +826271,33.794086,-117.229877,8,Riverside,I215-N,3,Mainline,N,6270,0 +818592,33.797102,-117.231182,8,Riverside,I215-N,3,Mainline,N,6271,0 +818210,33.806821,-117.234352,8,Riverside,I215-N,3,Mainline,N,6272,0 +818602,33.842,-117.250119,8,Riverside,I215-N,3,Mainline,N,6273,0 +818218,33.84605,-117.251956,8,Riverside,I215-N,3,Mainline,N,6274,0 +819190,33.864982,-117.260578,8,Riverside,I215-N,3,Mainline,N,6275,0 +827502,33.878123,-117.266288,8,Riverside,I215-N,3,Mainline,N,6276,0 +825180,33.885852,-117.269215,8,Riverside,I215-N,3,Mainline,N,6277,0 +825036,33.890148,-117.271123,8,Riverside,I215-N,4,Mainline,N,6278,0 +818605,33.907162,-117.279161,8,Riverside,I215-N,3,Mainline,N,6279,0 +819081,33.910612,-117.282321,8,Riverside,I215-N,3,Mainline,N,6280,0 +818221,33.916523,-117.287271,8,Riverside,I215-N,3,Mainline,N,6281,0 +818606,33.917895,-117.287828,8,Riverside,I215-N,3,Mainline,N,6282,0 +818223,33.927999,-117.288631,8,Riverside,I215-N,3,Mainline,N,6283,0 +819086,33.933734,-117.289503,8,Riverside,I215-N,3,Mainline,N,6284,0 +818224,33.944689,-117.293573,8,Riverside,I215-N,3,Mainline,N,6285,0 +801577,33.946135,-117.29695,8,Riverside,I215-N,4,Mainline,N,6286,0 +819964,33.958394,-117.308599,8,Riverside,I215-N,3,Mainline,N,6287,0 +801580,33.960303,-117.311575,8,Riverside,I215-N,3,Mainline,N,6288,0 +825860,33.963201,-117.323648,8,Riverside,I215-N,4,Mainline,N,6289,0 +820672,33.96742,-117.327473,8,Riverside,I215-N,3,Mainline,N,6290,0 +816047,33.969488,-117.328982,8,Riverside,I215-N,3,Mainline,N,6291,0 +801586,33.976598,-117.336172,8,Riverside,I215-N,4,Mainline,N,6292,0 +801589,33.983955,-117.343692,8,Riverside,I215-N,4,Mainline,N,6293,0 +801595,34.002169,-117.351318,8,Riverside,I215-N,3,Mainline,N,6294,0 +825736,34.014054,-117.34334,8,Riverside,I215-N,3,Mainline,N,6295,0 +816269,34.019958,-117.338996,8,San Bernardino,I215-N,3,Mainline,N,6296,0 +816285,34.025116,-117.33428,8,San Bernardino,I215-N,3,Mainline,N,6297,0 +816255,34.032333,-117.32655,8,San Bernardino,I215-N,3,Mainline,N,6298,0 +816299,34.03513,-117.323391,8,San Bernardino,I215-N,3,Mainline,N,6299,0 +816328,34.047187,-117.308032,8,San Bernardino,I215-N,3,Mainline,N,6300,0 +816313,34.049392,-117.304883,8,San Bernardino,I215-N,3,Mainline,N,6301,0 +806025,34.075709,-117.295507,8,San Bernardino,I215-N,4,Mainline,N,6302,0 +826522,34.078416,-117.296535,8,San Bernardino,I215-N,4,Mainline,N,6303,0 +806027,34.079417,-117.297146,8,San Bernardino,I215-N,4,Mainline,N,6304,0 +806030,34.084626,-117.30056,8,San Bernardino,I215-N,4,Mainline,N,6305,0 +806033,34.094196,-117.30177,8,San Bernardino,I215-N,4,Mainline,N,6306,0 +824343,34.101122,-117.30177,8,San Bernardino,I215-N,5,Mainline,N,6307,0 +824264,34.10603,-117.30219,8,San Bernardino,I215-N,4,Mainline,N,6308,0 +824372,34.110181,-117.302493,8,San Bernardino,I215-N,4,Mainline,N,6309,0 +824306,34.119674,-117.302599,8,San Bernardino,I215-N,5,Mainline,N,6310,0 +823289,34.138214,-117.315173,8,San Bernardino,I215-N,4,Mainline,N,6311,0 +823309,34.140345,-117.316669,8,San Bernardino,I215-N,4,Mainline,N,6312,0 +823242,34.141911,-117.317614,8,San Bernardino,I215-N,3,Mainline,N,6313,0 +823338,34.150602,-117.322743,8,San Bernardino,I215-N,4,Mainline,N,6314,0 +823346,34.160668,-117.329845,8,San Bernardino,I215-N,3,Mainline,N,6315,0 +818608,34.174641,-117.341951,8,San Bernardino,I215-N,2,Mainline,N,6316,0 +818616,34.182677,-117.349264,8,San Bernardino,I215-N,2,Mainline,N,6317,0 +818239,34.188266,-117.357203,8,San Bernardino,I215-N,2,Mainline,N,6318,0 +818614,34.191972,-117.362528,8,San Bernardino,I215-N,2,Mainline,N,6319,0 +818618,34.199817,-117.372805,8,San Bernardino,I215-N,2,Mainline,N,6320,0 +818240,34.206785,-117.381715,8,San Bernardino,I215-N,2,Mainline,N,6321,0 +818620,34.213749,-117.39063,8,San Bernardino,I215-N,2,Mainline,N,6322,0 +827133,34.221007,-117.399979,8,San Bernardino,I215-N,4,Mainline,N,6323,0 +827150,34.223861,-117.40656,8,San Bernardino,I215-N,3,Mainline,N,6324,0 +822356,33.553319,-117.181183,8,Riverside,I215-S,2,Mainline,S,6325,0 +822391,33.556193,-117.180952,8,Riverside,I215-S,2,Mainline,S,6326,0 +825513,33.568677,-117.180999,8,Riverside,I215-S,3,Mainline,S,6327,0 +825630,33.596081,-117.176555,8,Riverside,I215-S,3,Mainline,S,6328,0 +825588,33.601346,-117.172557,8,Riverside,I215-S,3,Mainline,S,6329,0 +825614,33.601835,-117.172342,8,Riverside,I215-S,3,Mainline,S,6330,0 +817802,33.610863,-117.17134,8,Riverside,I215-S,3,Mainline,S,6331,0 +817812,33.619554,-117.171323,8,Riverside,I215-S,2,Mainline,S,6332,0 +817173,33.655815,-117.171317,8,Riverside,I215-S,2,Mainline,S,6333,0 +817815,33.667445,-117.171029,8,Riverside,I215-S,2,Mainline,S,6334,0 +826959,33.68193,-117.170971,8,Riverside,I215-S,3,Mainline,S,6335,0 +826939,33.685082,-117.171505,8,Riverside,I215-S,3,Mainline,S,6336,0 +826994,33.687543,-117.172608,8,Riverside,I215-S,3,Mainline,S,6337,0 +817820,33.704018,-117.183511,8,Riverside,I215-S,2,Mainline,S,6338,0 +817810,33.710294,-117.187891,8,Riverside,I215-S,2,Mainline,S,6339,0 +818593,33.818874,-117.240261,8,Riverside,I215-S,3,Mainline,S,6340,0 +818588,33.717407,-117.189288,8,Riverside,I215-S,2,Mainline,S,6341,0 +818589,33.740277,-117.189566,8,Riverside,I215-S,3,Mainline,S,6342,0 +819189,33.744996,-117.189589,8,Riverside,I215-S,3,Mainline,S,6343,0 +818599,33.756511,-117.189402,8,Riverside,I215-S,3,Mainline,S,6344,0 +818212,33.765106,-117.18974,8,Riverside,I215-S,3,Mainline,S,6345,0 +818597,33.771139,-117.196876,8,Riverside,I215-S,3,Mainline,S,6346,0 +826464,33.782172,-117.213612,8,Riverside,I215-S,3,Mainline,S,6347,0 +826446,33.785554,-117.218747,8,Riverside,I215-S,3,Mainline,S,6348,0 +818214,33.790051,-117.225621,8,Riverside,I215-S,3,Mainline,S,6349,0 +826272,33.794027,-117.230059,8,Riverside,I215-S,3,Mainline,S,6350,0 +818591,33.797045,-117.231408,8,Riverside,I215-S,3,Mainline,S,6351,0 +818211,33.806765,-117.234641,8,Riverside,I215-S,3,Mainline,S,6352,0 +818216,33.824443,-117.242077,8,Riverside,I215-S,3,Mainline,S,6353,0 +818601,33.841922,-117.250383,8,Riverside,I215-S,3,Mainline,S,6354,0 +818219,33.845972,-117.252211,8,Riverside,I215-S,3,Mainline,S,6355,0 +819191,33.864892,-117.26083,8,Riverside,I215-S,3,Mainline,S,6356,0 +827501,33.878029,-117.266544,8,Riverside,I215-S,3,Mainline,S,6357,0 +825053,33.885291,-117.269327,8,Riverside,I215-S,3,Mainline,S,6358,0 +818604,33.907054,-117.279395,8,Riverside,I215-S,3,Mainline,S,6359,0 +818220,33.91644,-117.287526,8,Riverside,I215-S,3,Mainline,S,6360,0 +818607,33.917815,-117.288091,8,Riverside,I215-S,3,Mainline,S,6361,0 +827506,33.927958,-117.288901,8,Riverside,I215-S,3,Mainline,S,6362,0 +827519,33.933702,-117.289779,8,Riverside,I215-S,3,Mainline,S,6363,0 +816155,33.939239,-117.291256,8,Riverside,I215-S,4,Mainline,S,6364,0 +818225,33.944264,-117.29445,8,Riverside,I215-S,3,Mainline,S,6365,0 +819957,33.945872,-117.297571,8,Riverside,I215-S,4,Mainline,S,6366,0 +816150,33.946908,-117.299605,8,Riverside,I215-S,4,Mainline,S,6367,0 +816106,33.958259,-117.308745,8,Riverside,I215-S,4,Mainline,S,6368,0 +819893,33.960216,-117.311857,8,Riverside,I215-S,5,Mainline,S,6369,0 +816113,33.963064,-117.323788,8,Riverside,I215-S,4,Mainline,S,6370,0 +816061,33.96725,-117.327701,8,Riverside,I215-S,4,Mainline,S,6371,0 +819780,33.969353,-117.32916,8,Riverside,I215-S,4,Mainline,S,6372,0 +816033,33.975118,-117.334939,8,Riverside,I215-S,4,Mainline,S,6373,0 +816009,33.982732,-117.342665,8,Riverside,I215-S,4,Mainline,S,6374,0 +825749,34.002026,-117.351595,8,Riverside,I215-S,3,Mainline,S,6375,0 +801596,34.002216,-117.351466,8,Riverside,I215-S,3,Mainline,S,6376,0 +825734,34.014115,-117.3435,8,Riverside,I215-S,3,Mainline,S,6377,0 +816268,34.020039,-117.339132,8,San Bernardino,I215-S,3,Mainline,S,6378,0 +816286,34.02521,-117.334408,8,San Bernardino,I215-S,3,Mainline,S,6379,0 +816253,34.032437,-117.326662,8,San Bernardino,I215-S,3,Mainline,S,6380,0 +816301,34.035237,-117.323494,8,San Bernardino,I215-S,3,Mainline,S,6381,0 +816241,34.046528,-117.309221,8,San Bernardino,I215-S,3,Mainline,S,6382,0 +819119,34.049487,-117.305027,8,San Bernardino,I215-S,4,Mainline,S,6383,0 +806019,34.07566,-117.295753,8,San Bernardino,I215-S,4,Mainline,S,6384,0 +826520,34.078358,-117.296717,8,San Bernardino,I215-S,4,Mainline,S,6385,0 +805956,34.078489,-117.29679,8,San Bernardino,I215-S,3,Mainline,S,6386,0 +806039,34.083262,-117.299897,8,San Bernardino,I215-S,3,Mainline,S,6387,0 +806031,34.084569,-117.300742,8,San Bernardino,I215-S,5,Mainline,S,6388,0 +805949,34.094197,-117.301941,8,San Bernardino,I215-S,5,Mainline,S,6389,0 +824334,34.101134,-117.301938,8,San Bernardino,I215-S,4,Mainline,S,6390,0 +824267,34.106017,-117.30263,8,San Bernardino,I215-S,4,Mainline,S,6391,0 +824281,34.109982,-117.302932,8,San Bernardino,I215-S,4,Mainline,S,6392,0 +824303,34.119671,-117.302954,8,San Bernardino,I215-S,4,Mainline,S,6393,0 +823286,34.138117,-117.315365,8,San Bernardino,I215-S,4,Mainline,S,6394,0 +823308,34.140265,-117.316827,8,San Bernardino,I215-S,3,Mainline,S,6395,0 +823245,34.141834,-117.317764,8,San Bernardino,I215-S,4,Mainline,S,6396,0 +823337,34.150486,-117.322968,8,San Bernardino,I215-S,3,Mainline,S,6397,0 +823347,34.160559,-117.330035,8,San Bernardino,I215-S,3,Mainline,S,6398,0 +818609,34.174524,-117.342125,8,San Bernardino,I215-S,2,Mainline,S,6399,0 +818617,34.18255,-117.349427,8,San Bernardino,I215-S,2,Mainline,S,6400,0 +818238,34.188129,-117.357359,8,San Bernardino,I215-S,2,Mainline,S,6401,0 +818615,34.191838,-117.362671,8,San Bernardino,I215-S,2,Mainline,S,6402,0 +818619,34.199688,-117.372951,8,San Bernardino,I215-S,2,Mainline,S,6403,0 +818241,34.206635,-117.381851,8,San Bernardino,I215-S,2,Mainline,S,6404,0 +818621,34.213581,-117.390755,8,San Bernardino,I215-S,2,Mainline,S,6405,0 +827131,34.220827,-117.400083,8,San Bernardino,I215-S,3,Mainline,S,6406,0 +827152,34.223697,-117.406662,8,San Bernardino,I215-S,3,Mainline,S,6407,0 +10103010,37.926885,-121.396561,10,San Joaquin,SR4-E,2,Mainline,E,6408,1 +10103410,37.92689,-121.37515,10,San Joaquin,SR4-E,1,Mainline,E,6409,1 +10103610,37.926968,-121.341408,10,San Joaquin,SR4-E,1,Mainline,E,6410,1 +10126810,37.930558,-121.320903,10,San Joaquin,SR4-E,3,Mainline,E,6411,1 +1005810,37.952458,-121.275308,10,San Joaquin,SR4-E,4,Mainline,E,6412,1 +10126210,37.954464,-121.266851,10,San Joaquin,SR4-E,3,Mainline,E,6413,1 +10126410,37.957998,-121.259825,10,San Joaquin,SR4-E,3,Mainline,E,6414,1 +10126610,37.960222,-121.25101,10,San Joaquin,SR4-E,3,Mainline,E,6415,1 +10103110,37.926885,-121.396571,10,San Joaquin,SR4-W,2,Mainline,W,6416,1 +10103310,37.92689,-121.375153,10,San Joaquin,SR4-W,2,Mainline,W,6417,1 +10103510,37.926968,-121.341409,10,San Joaquin,SR4-W,1,Mainline,W,6418,1 +10126710,37.930554,-121.32092,10,San Joaquin,SR4-W,3,Mainline,W,6419,1 +10130910,37.949821,-121.292416,10,San Joaquin,SR4-W,5,Mainline,W,6420,1 +1005910,37.954011,-121.268665,10,San Joaquin,SR4-W,4,Mainline,W,6421,1 +10126310,37.95779,-121.261312,10,San Joaquin,SR4-W,3,Mainline,W,6422,1 +10126510,37.958208,-121.25974,10,San Joaquin,SR4-W,3,Mainline,W,6423,1 +1031610,36.917011,-120.82603,10,Merced,I5-N,2,Mainline,N,6424,0 +1031710,36.920456,-120.830074,10,Merced,I5-N,2,Mainline,N,6425,0 +1031810,36.928059,-120.837904,10,Merced,I5-N,2,Mainline,N,6426,0 +10133010,36.932792,-120.843356,10,Merced,I5-N,2,Mainline,N,6427,0 +1032010,37.054464,-120.967416,10,Merced,I5-N,2,Mainline,N,6428,0 +1032410,37.104978,-121.014532,10,Merced,I5-N,2,Mainline,N,6429,0 +1032510,37.109967,-121.018645,10,Merced,I5-N,2,Mainline,N,6430,0 +1032610,37.126272,-121.029695,10,Merced,I5-N,2,Mainline,N,6431,0 +1032710,37.129771,-121.032016,10,Merced,I5-N,2,Mainline,N,6432,0 +10132110,37.242131,-121.087735,10,Merced,I5-N,2,Mainline,N,6433,0 +1032810,37.243521,-121.08811,10,Merced,I5-N,2,Mainline,N,6434,0 +10126910,37.39568,-121.136822,10,Stanislaus,I5-N,2,Mainline,N,6435,0 +1007810,37.467554,-121.183979,10,Stanislaus,I5-N,2,Mainline,N,6436,0 +10112310,37.541537,-121.269255,10,Stanislaus,I5-N,2,Mainline,N,6437,0 +1091810,37.594022,-121.33737,10,San Joaquin,I5-N,2,Mainline,N,6438,0 +10119610,37.646027,-121.342908,10,San Joaquin,I5-N,2,Mainline,N,6439,0 +1015810,37.767234,-121.331393,10,San Joaquin,I5-N,3,Mainline,N,6440,0 +1015910,37.769432,-121.328359,10,San Joaquin,I5-N,3,Mainline,N,6441,0 +1016010,37.77193,-121.324925,10,San Joaquin,I5-N,3,Mainline,N,6442,0 +1016110,37.773929,-121.322227,10,San Joaquin,I5-N,5,Mainline,N,6443,0 +10127210,37.775542,-121.319973,10,San Joaquin,I5-N,5,Mainline,N,6444,0 +1048010,37.780675,-121.312939,10,San Joaquin,I5-N,5,Mainline,N,6445,0 +1048610,37.78576,-121.305278,10,San Joaquin,I5-N,4,Mainline,N,6446,0 +1048210,37.790869,-121.300887,10,San Joaquin,I5-N,3,Mainline,N,6447,0 +1048310,37.800904,-121.299275,10,San Joaquin,I5-N,3,Mainline,N,6448,0 +10121610,37.81302,-121.29504,10,San Joaquin,I5-N,3,Mainline,N,6449,0 +10121210,37.842148,-121.285119,10,San Joaquin,I5-N,3,Mainline,N,6450,0 +10121410,37.849242,-121.283441,10,San Joaquin,I5-N,3,Mainline,N,6451,0 +10121110,37.856388,-121.281686,10,San Joaquin,I5-N,3,Mainline,N,6452,0 +10121310,37.867682,-121.278508,10,San Joaquin,I5-N,3,Mainline,N,6453,0 +10121010,37.873847,-121.27757,10,San Joaquin,I5-N,3,Mainline,N,6454,0 +10120910,37.881845,-121.278639,10,San Joaquin,I5-N,3,Mainline,N,6455,0 +1096710,37.895914,-121.283207,10,San Joaquin,I5-N,3,Mainline,N,6456,0 +1096310,37.898833,-121.284265,10,San Joaquin,I5-N,3,Mainline,N,6457,0 +1021310,37.914546,-121.289927,10,San Joaquin,I5-N,3,Mainline,N,6458,0 +1021410,37.919077,-121.29157,10,San Joaquin,I5-N,3,Mainline,N,6459,0 +1021510,37.928153,-121.294818,10,San Joaquin,I5-N,3,Mainline,N,6460,0 +1016610,37.931658,-121.296063,10,San Joaquin,I5-N,3,Mainline,N,6461,0 +1027410,37.945536,-121.299006,10,San Joaquin,I5-N,2,Mainline,N,6462,0 +10115310,37.956206,-121.321206,10,San Joaquin,I5-N,3,Mainline,N,6463,0 +1022010,37.957353,-121.329364,10,San Joaquin,I5-N,3,Mainline,N,6464,0 +1022210,37.983166,-121.342651,10,San Joaquin,I5-N,4,Mainline,N,6465,0 +1022410,38.003363,-121.35067,10,San Joaquin,I5-N,3,Mainline,N,6466,0 +10115010,38.008123,-121.352554,10,San Joaquin,I5-N,4,Mainline,N,6467,0 +1022610,38.021664,-121.358812,10,San Joaquin,I5-N,3,Mainline,N,6468,0 +1073410,38.026124,-121.361009,10,San Joaquin,I5-N,3,Mainline,N,6469,0 +1077110,38.0398,-121.366855,10,San Joaquin,I5-N,3,Mainline,N,6470,0 +1077210,38.046814,-121.36903,10,San Joaquin,I5-N,3,Mainline,N,6471,0 +1077310,38.053311,-121.37105,10,San Joaquin,I5-N,3,Mainline,N,6472,0 +1022910,38.096414,-121.386265,10,San Joaquin,I5-N,3,Mainline,N,6473,0 +1077910,38.13775,-121.399028,10,San Joaquin,I5-N,2,Mainline,N,6474,0 +1073210,38.14089,-121.399039,10,San Joaquin,I5-N,2,Mainline,N,6475,0 +1078010,38.146505,-121.39901,10,San Joaquin,I5-N,2,Mainline,N,6476,0 +1078110,38.154079,-121.399201,10,San Joaquin,I5-N,2,Mainline,N,6477,0 +1078210,38.160951,-121.399345,10,San Joaquin,I5-N,2,Mainline,N,6478,0 +10125010,38.204251,-121.41509,10,San Joaquin,I5-N,2,Mainline,N,6479,0 +1033110,36.928717,-120.838989,10,Merced,I5-S,2,Mainline,S,6480,0 +10133110,36.932603,-120.84364,10,Merced,I5-S,2,Mainline,S,6481,0 +1033310,37.053245,-120.966733,10,Merced,I5-S,2,Mainline,S,6482,0 +1033710,37.104679,-121.014657,10,Merced,I5-S,2,Mainline,S,6483,0 +1033810,37.10856,-121.017892,10,Merced,I5-S,2,Mainline,S,6484,0 +1033910,37.12492,-121.029123,10,Merced,I5-S,2,Mainline,S,6485,0 +1034010,37.125431,-121.029468,10,Merced,I5-S,2,Mainline,S,6486,0 +10132210,37.242106,-121.088078,10,Merced,I5-S,2,Mainline,S,6487,0 +1034110,37.243496,-121.088439,10,Merced,I5-S,2,Mainline,S,6488,0 +10120010,37.397357,-121.138433,10,Stanislaus,I5-S,2,Mainline,S,6489,0 +1007910,37.467399,-121.184334,10,Stanislaus,I5-S,2,Mainline,S,6490,0 +10112510,37.541307,-121.269537,10,Stanislaus,I5-S,2,Mainline,S,6491,0 +1091610,37.593511,-121.338611,10,San Joaquin,I5-S,2,Mainline,S,6492,0 +10119510,37.646026,-121.343318,10,San Joaquin,I5-S,3,Mainline,S,6493,0 +1003610,37.768233,-121.330577,10,San Joaquin,I5-S,5,Mainline,S,6494,0 +10120810,37.769615,-121.328681,10,San Joaquin,I5-S,5,Mainline,S,6495,0 +10119710,37.772756,-121.324357,10,San Joaquin,I5-S,3,Mainline,S,6496,0 +1003510,37.773041,-121.323965,10,San Joaquin,I5-S,5,Mainline,S,6497,0 +10127310,37.77577,-121.320277,10,San Joaquin,I5-S,5,Mainline,S,6498,0 +1003410,37.777888,-121.317326,10,San Joaquin,I5-S,5,Mainline,S,6499,0 +1001910,37.780898,-121.313206,10,San Joaquin,I5-S,5,Mainline,S,6500,0 +1001810,37.785448,-121.306333,10,San Joaquin,I5-S,3,Mainline,S,6501,0 +1001710,37.791042,-121.301166,10,San Joaquin,I5-S,3,Mainline,S,6502,0 +1001510,37.797086,-121.300774,10,San Joaquin,I5-S,3,Mainline,S,6503,0 +1001610,37.801026,-121.299582,10,San Joaquin,I5-S,3,Mainline,S,6504,0 +1001410,37.803031,-121.298885,10,San Joaquin,I5-S,3,Mainline,S,6505,0 +10121510,37.810782,-121.295827,10,San Joaquin,I5-S,3,Mainline,S,6506,0 +1001310,37.811683,-121.295858,10,San Joaquin,I5-S,3,Mainline,S,6507,0 +1001110,37.817653,-121.293618,10,San Joaquin,I5-S,3,Mainline,S,6508,0 +1001210,37.819173,-121.293027,10,San Joaquin,I5-S,3,Mainline,S,6509,0 +1001010,37.822958,-121.291558,10,San Joaquin,I5-S,3,Mainline,S,6510,0 +1000910,37.835254,-121.28705,10,San Joaquin,I5-S,3,Mainline,S,6511,0 +1000810,37.842193,-121.285444,10,San Joaquin,I5-S,3,Mainline,S,6512,0 +1000710,37.848654,-121.2839,10,San Joaquin,I5-S,3,Mainline,S,6513,0 +1000610,37.849282,-121.283757,10,San Joaquin,I5-S,3,Mainline,S,6514,0 +1000510,37.856421,-121.28201,10,San Joaquin,I5-S,3,Mainline,S,6515,0 +1000410,37.862729,-121.280287,10,San Joaquin,I5-S,3,Mainline,S,6516,0 +1000310,37.867677,-121.278858,10,San Joaquin,I5-S,3,Mainline,S,6517,0 +1000210,37.873818,-121.2779,10,San Joaquin,I5-S,3,Mainline,S,6518,0 +1000110,37.881396,-121.278917,10,San Joaquin,I5-S,3,Mainline,S,6519,0 +1096510,37.895009,-121.283225,10,San Joaquin,I5-S,3,Mainline,S,6520,0 +1096010,37.897626,-121.284172,10,San Joaquin,I5-S,3,Mainline,S,6521,0 +1017010,37.908148,-121.287966,10,San Joaquin,I5-S,4,Mainline,S,6522,0 +1023710,37.950905,-121.304716,10,San Joaquin,I5-S,4,Mainline,S,6523,0 +10115210,37.956019,-121.32125,10,San Joaquin,I5-S,3,Mainline,S,6524,0 +1023910,37.95719,-121.329529,10,San Joaquin,I5-S,3,Mainline,S,6525,0 +1024110,37.98433,-121.343505,10,San Joaquin,I5-S,4,Mainline,S,6526,0 +1024210,37.99984,-121.349638,10,San Joaquin,I5-S,3,Mainline,S,6527,0 +10115110,38.008051,-121.352851,10,San Joaquin,I5-S,4,Mainline,S,6528,0 +1024510,38.021065,-121.358866,10,San Joaquin,I5-S,3,Mainline,S,6529,0 +1073510,38.026057,-121.361321,10,San Joaquin,I5-S,3,Mainline,S,6530,0 +1077410,38.039131,-121.366967,10,San Joaquin,I5-S,3,Mainline,S,6531,0 +1078710,38.053068,-121.371312,10,San Joaquin,I5-S,3,Mainline,S,6532,0 +1024810,38.096325,-121.386559,10,San Joaquin,I5-S,3,Mainline,S,6533,0 +1078610,38.137531,-121.399381,10,San Joaquin,I5-S,2,Mainline,S,6534,0 +1073310,38.14088,-121.399398,10,San Joaquin,I5-S,2,Mainline,S,6535,0 +1078510,38.146172,-121.399352,10,San Joaquin,I5-S,2,Mainline,S,6536,0 +1078410,38.153714,-121.399541,10,San Joaquin,I5-S,2,Mainline,S,6537,0 +1078310,38.160955,-121.399694,10,San Joaquin,I5-S,2,Mainline,S,6538,0 +10125110,38.204151,-121.415398,10,San Joaquin,I5-S,2,Mainline,S,6539,0 +1078910,38.140121,-121.624316,10,Sacramento,SR12-E,2,Mainline,E,6540,1 +1079110,38.139866,-121.62342,10,Sacramento,SR12-E,1,Mainline,E,6541,1 +1079310,38.130409,-121.590456,10,Sacramento,SR12-E,1,Mainline,E,6542,1 +1079510,38.130038,-121.589566,10,Sacramento,SR12-E,1,Mainline,E,6543,1 +1079710,38.129053,-121.587286,10,Sacramento,SR12-E,2,Mainline,E,6544,1 +1079910,38.128458,-121.585923,10,Sacramento,SR12-E,2,Mainline,E,6545,1 +1080010,38.115377,-121.487034,10,San Joaquin,SR12-E,2,Mainline,E,6546,1 +1080210,38.115384,-121.485219,10,San Joaquin,SR12-E,2,Mainline,E,6547,1 +1080510,38.116027,-121.423523,10,San Joaquin,SR12-E,2,Mainline,E,6548,1 +1080710,38.116029,-121.422087,10,San Joaquin,SR12-E,2,Mainline,E,6549,1 +1077810,38.116062,-121.408578,10,San Joaquin,SR12-E,2,Mainline,E,6550,1 +1080810,38.115897,-121.398898,10,San Joaquin,SR12-E,3,Mainline,E,6551,1 +1081110,38.115895,-121.396055,10,San Joaquin,SR12-E,4,Mainline,E,6552,1 +1077510,38.116139,-121.388574,10,San Joaquin,SR12-E,1,Mainline,E,6553,1 +10110910,38.116104,-121.375985,10,San Joaquin,SR12-E,1,Mainline,E,6554,1 +1078810,38.140123,-121.624323,10,Sacramento,SR12-W,1,Mainline,W,6555,1 +1079010,38.139868,-121.623427,10,Sacramento,SR12-W,2,Mainline,W,6556,1 +1080110,38.115377,-121.487035,10,San Joaquin,SR12-W,2,Mainline,W,6557,1 +1080610,38.116029,-121.422088,10,San Joaquin,SR12-W,2,Mainline,W,6558,1 +1077710,38.116063,-121.40859,10,San Joaquin,SR12-W,1,Mainline,W,6559,1 +1080910,38.11608,-121.398903,10,San Joaquin,SR12-W,2,Mainline,W,6560,1 +1081210,38.11609,-121.396063,10,San Joaquin,SR12-W,2,Mainline,W,6561,1 +1077610,38.116139,-121.388573,10,San Joaquin,SR12-W,1,Mainline,W,6562,1 +10110810,38.116104,-121.375984,10,San Joaquin,SR12-W,1,Mainline,W,6563,1 +1034410,37.15404,-120.292137,10,Merced,SR99-N,2,Mainline,N,6564,1 +10106010,37.159244,-120.298524,10,Merced,SR99-N,3,Mainline,N,6565,1 +1034510,37.162993,-120.303108,10,Merced,SR99-N,3,Mainline,N,6566,1 +10105010,37.168987,-120.310405,10,Merced,SR99-N,3,Mainline,N,6567,1 +10105210,37.174493,-120.317117,10,Merced,SR99-N,3,Mainline,N,6568,1 +10105410,37.175181,-120.317962,10,Merced,SR99-N,3,Mainline,N,6569,1 +10105610,37.185166,-120.330166,10,Merced,SR99-N,3,Mainline,N,6570,1 +10108010,37.189487,-120.335464,10,Merced,SR99-N,3,Mainline,N,6571,1 +10106410,37.196524,-120.344131,10,Merced,SR99-N,3,Mainline,N,6572,1 +10106610,37.201956,-120.35033,10,Merced,SR99-N,3,Mainline,N,6573,1 +1094910,37.212431,-120.363116,10,Merced,SR99-N,3,Mainline,N,6574,1 +1095010,37.217202,-120.369446,10,Merced,SR99-N,3,Mainline,N,6575,1 +1095210,37.222352,-120.375767,10,Merced,SR99-N,3,Mainline,N,6576,1 +1095410,37.229971,-120.385236,10,Merced,SR99-N,3,Mainline,N,6577,1 +1013010,37.263975,-120.427396,10,Merced,SR99-N,2,Mainline,N,6578,1 +1013110,37.266891,-120.430992,10,Merced,SR99-N,2,Mainline,N,6579,1 +1013210,37.269459,-120.434139,10,Merced,SR99-N,2,Mainline,N,6580,1 +1013310,37.271835,-120.437072,10,Merced,SR99-N,2,Mainline,N,6581,1 +1016810,37.281764,-120.44929,10,Merced,SR99-N,3,Mainline,N,6582,1 +1034610,37.287085,-120.454782,10,Merced,SR99-N,2,Mainline,N,6583,1 +1034710,37.288315,-120.456186,10,Merced,SR99-N,2,Mainline,N,6584,1 +1034810,37.293942,-120.466569,10,Merced,SR99-N,2,Mainline,N,6585,1 +1034910,37.295305,-120.468925,10,Merced,SR99-N,2,Mainline,N,6586,1 +1035010,37.295798,-120.47125,10,Merced,SR99-N,2,Mainline,N,6587,1 +1035110,37.295463,-120.475558,10,Merced,SR99-N,2,Mainline,N,6588,1 +10107810,37.295442,-120.475758,10,Merced,SR99-N,2,Mainline,N,6589,1 +1035210,37.29577,-120.480182,10,Merced,SR99-N,2,Mainline,N,6590,1 +1035310,37.298132,-120.486598,10,Merced,SR99-N,2,Mainline,N,6591,1 +1035410,37.29988,-120.491371,10,Merced,SR99-N,2,Mainline,N,6592,1 +1035510,37.304716,-120.50454,10,Merced,SR99-N,2,Mainline,N,6593,1 +1008010,37.307792,-120.509676,10,Merced,SR99-N,2,Mainline,N,6594,1 +1035610,37.320807,-120.540403,10,Merced,SR99-N,2,Mainline,N,6595,1 +1035710,37.321614,-120.542602,10,Merced,SR99-N,2,Mainline,N,6596,1 +10110410,37.329816,-120.564889,10,Merced,SR99-N,3,Mainline,N,6597,1 +10110010,37.331755,-120.570204,10,Merced,SR99-N,3,Mainline,N,6598,1 +1036010,37.340246,-120.590173,10,Merced,SR99-N,2,Mainline,N,6599,1 +1036110,37.344905,-120.613764,10,Merced,SR99-N,2,Mainline,N,6600,1 +1036210,37.345878,-120.616367,10,Merced,SR99-N,2,Mainline,N,6601,1 +1036310,37.354293,-120.628773,10,Merced,SR99-N,2,Mainline,N,6602,1 +1075910,37.362242,-120.653783,10,Merced,SR99-N,3,Mainline,N,6603,1 +1014710,37.371533,-120.679136,10,Merced,SR99-N,3,Mainline,N,6604,1 +1014010,37.372336,-120.68133,10,Merced,SR99-N,3,Mainline,N,6605,1 +1014110,37.373765,-120.685228,10,Merced,SR99-N,3,Mainline,N,6606,1 +1014210,37.375304,-120.689426,10,Merced,SR99-N,3,Mainline,N,6607,1 +1036410,37.383458,-120.710004,10,Merced,SR99-N,2,Mainline,N,6608,1 +1036510,37.386939,-120.718876,10,Merced,SR99-N,2,Mainline,N,6609,1 +1036610,37.389151,-120.732926,10,Merced,SR99-N,2,Mainline,N,6610,1 +1036710,37.394994,-120.739939,10,Merced,SR99-N,2,Mainline,N,6611,1 +1007010,37.401831,-120.744736,10,Merced,SR99-N,2,Mainline,N,6612,1 +1036810,37.405541,-120.747967,10,Merced,SR99-N,2,Mainline,N,6613,1 +1036910,37.413748,-120.75597,10,Merced,SR99-N,2,Mainline,N,6614,1 +1037010,37.423414,-120.766671,10,Merced,SR99-N,2,Mainline,N,6615,1 +1037110,37.430061,-120.774568,10,Merced,SR99-N,2,Mainline,N,6616,1 +1037210,37.435159,-120.780684,10,Merced,SR99-N,2,Mainline,N,6617,1 +1037310,37.440831,-120.787029,10,Merced,SR99-N,2,Mainline,N,6618,1 +1058410,37.44615,-120.792449,10,Merced,SR99-N,2,Mainline,N,6619,1 +1058210,37.451282,-120.798183,10,Merced,SR99-N,2,Mainline,N,6620,1 +1037410,37.455029,-120.802577,10,Merced,SR99-N,2,Mainline,N,6621,1 +1004010,37.462866,-120.820823,10,Merced,SR99-N,3,Mainline,N,6622,1 +1004110,37.464414,-120.824802,10,Stanislaus,SR99-N,3,Mainline,N,6623,1 +1004210,37.466076,-120.828893,10,Stanislaus,SR99-N,3,Mainline,N,6624,1 +1004310,37.467701,-120.833017,10,Stanislaus,SR99-N,3,Mainline,N,6625,1 +10134110,37.473518,-120.847788,10,Stanislaus,SR99-N,3,Mainline,N,6626,1 +1076910,37.514544,-120.88151,10,Stanislaus,SR99-N,3,Mainline,N,6627,1 +1011410,37.55884,-120.919407,10,Stanislaus,SR99-N,3,Mainline,N,6628,1 +1011510,37.560982,-120.921969,10,Stanislaus,SR99-N,3,Mainline,N,6629,1 +1011610,37.56424,-120.925675,10,Stanislaus,SR99-N,3,Mainline,N,6630,1 +10116410,37.580252,-120.943914,10,Stanislaus,SR99-N,3,Mainline,N,6631,1 +10116610,37.594532,-120.960138,10,Stanislaus,SR99-N,3,Mainline,N,6632,1 +1047710,37.605705,-120.972846,10,Stanislaus,SR99-N,3,Mainline,N,6633,1 +1058510,37.615305,-120.981547,10,Stanislaus,SR99-N,3,Mainline,N,6634,1 +10117110,37.618828,-120.993428,10,Stanislaus,SR99-N,3,Mainline,N,6635,1 +1058910,37.621775,-120.995421,10,Stanislaus,SR99-N,3,Mainline,N,6636,1 +10128610,37.632098,-120.998459,10,Stanislaus,SR99-N,3,Mainline,N,6637,1 +1005010,37.640971,-121.008769,10,Stanislaus,SR99-N,3,Mainline,N,6638,1 +10115510,37.645677,-121.015902,10,Stanislaus,SR99-N,3,Mainline,N,6639,1 +10133210,37.656798,-121.025773,10,Stanislaus,SR99-N,3,Mainline,N,6640,1 +10115810,37.66619,-121.031174,10,Stanislaus,SR99-N,3,Mainline,N,6641,1 +10128910,37.685955,-121.05607,10,Stanislaus,SR99-N,3,Mainline,N,6642,1 +1058010,37.693778,-121.065899,10,Stanislaus,SR99-N,3,Mainline,N,6643,1 +10109610,37.709375,-121.081344,10,Stanislaus,SR99-N,3,Mainline,N,6644,1 +10109810,37.71292,-121.087784,10,Stanislaus,SR99-N,3,Mainline,N,6645,1 +1005210,37.726012,-121.103319,10,Stanislaus,SR99-N,3,Mainline,N,6646,1 +1074410,37.738783,-121.119875,10,San Joaquin,SR99-N,3,Mainline,N,6647,1 +1059810,37.745822,-121.131753,10,San Joaquin,SR99-N,3,Mainline,N,6648,1 +1013610,37.746493,-121.132889,10,San Joaquin,SR99-N,3,Mainline,N,6649,1 +1006210,37.746753,-121.133332,10,San Joaquin,SR99-N,3,Mainline,N,6650,1 +1060010,37.750867,-121.139368,10,San Joaquin,SR99-N,3,Mainline,N,6651,1 +1060210,37.753964,-121.144475,10,San Joaquin,SR99-N,3,Mainline,N,6652,1 +10111110,37.759465,-121.154902,10,San Joaquin,SR99-N,3,Mainline,N,6653,1 +1060510,37.775527,-121.180234,10,San Joaquin,SR99-N,3,Mainline,N,6654,1 +10100710,37.780024,-121.185743,10,San Joaquin,SR99-N,3,Mainline,N,6655,1 +1097010,37.785128,-121.187954,10,San Joaquin,SR99-N,4,Mainline,N,6656,1 +1098210,37.793548,-121.190122,10,San Joaquin,SR99-N,4,Mainline,N,6657,1 +1097510,37.799006,-121.191526,10,San Joaquin,SR99-N,3,Mainline,N,6658,1 +1098010,37.806862,-121.198157,10,San Joaquin,SR99-N,3,Mainline,N,6659,1 +1099710,37.812524,-121.205126,10,San Joaquin,SR99-N,3,Mainline,N,6660,1 +1099910,37.815594,-121.208905,10,San Joaquin,SR99-N,3,Mainline,N,6661,1 +10104710,37.821254,-121.215381,10,San Joaquin,SR99-N,3,Mainline,N,6662,1 +10100610,37.827591,-121.217215,10,San Joaquin,SR99-N,3,Mainline,N,6663,1 +10104410,37.828082,-121.217234,10,San Joaquin,SR99-N,3,Mainline,N,6664,1 +10111310,37.835881,-121.217548,10,San Joaquin,SR99-N,3,Mainline,N,6665,1 +10104210,37.843438,-121.217899,10,San Joaquin,SR99-N,3,Mainline,N,6666,1 +1099210,37.850996,-121.218233,10,San Joaquin,SR99-N,3,Mainline,N,6667,1 +10102110,37.857977,-121.218481,10,San Joaquin,SR99-N,3,Mainline,N,6668,1 +10100210,37.862391,-121.218632,10,San Joaquin,SR99-N,3,Mainline,N,6669,1 +10101710,37.866132,-121.218851,10,San Joaquin,SR99-N,3,Mainline,N,6670,1 +1099110,37.87348,-121.21938,10,San Joaquin,SR99-N,3,Mainline,N,6671,1 +10102010,37.878128,-121.219719,10,San Joaquin,SR99-N,3,Mainline,N,6672,1 +1099410,37.887355,-121.220186,10,San Joaquin,SR99-N,3,Mainline,N,6673,1 +10100010,37.894749,-121.220239,10,San Joaquin,SR99-N,3,Mainline,N,6674,1 +10103910,37.903584,-121.222247,10,San Joaquin,SR99-N,3,Mainline,N,6675,1 +10132510,37.907654,-121.223871,10,San Joaquin,SR99-N,3,Mainline,N,6676,1 +10103810,37.90865,-121.224276,10,San Joaquin,SR99-N,2,Mainline,N,6677,1 +10117510,37.932319,-121.23371,10,San Joaquin,SR99-N,3,Mainline,N,6678,1 +10117910,37.935172,-121.234074,10,San Joaquin,SR99-N,3,Mainline,N,6679,1 +10118810,37.945379,-121.235495,10,San Joaquin,SR99-N,3,Mainline,N,6680,1 +10129410,37.96137,-121.241674,10,San Joaquin,SR99-N,3,Mainline,N,6681,1 +10129110,37.964262,-121.242891,10,San Joaquin,SR99-N,3,Mainline,N,6682,1 +10107010,37.971448,-121.246326,10,San Joaquin,SR99-N,3,Mainline,N,6683,1 +1017510,37.97425,-121.247481,10,San Joaquin,SR99-N,3,Mainline,N,6684,1 +1017610,37.9779,-121.249019,10,San Joaquin,SR99-N,3,Mainline,N,6685,1 +1017710,37.981893,-121.24988,10,San Joaquin,SR99-N,3,Mainline,N,6686,1 +10114610,37.984879,-121.250051,10,San Joaquin,SR99-N,3,Mainline,N,6687,1 +1017810,37.985485,-121.250115,10,San Joaquin,SR99-N,3,Mainline,N,6688,1 +10107410,37.985726,-121.250179,10,San Joaquin,SR99-N,3,Mainline,N,6689,1 +1017910,37.988395,-121.251098,10,San Joaquin,SR99-N,3,Mainline,N,6690,1 +1018110,37.991123,-121.252177,10,San Joaquin,SR99-N,3,Mainline,N,6691,1 +10107210,37.993696,-121.253204,10,San Joaquin,SR99-N,3,Mainline,N,6692,1 +1018210,37.995979,-121.254114,10,San Joaquin,SR99-N,3,Mainline,N,6693,1 +1018310,37.99874,-121.255236,10,San Joaquin,SR99-N,3,Mainline,N,6694,1 +1018410,38.002305,-121.256672,10,San Joaquin,SR99-N,3,Mainline,N,6695,1 +1018510,38.00561,-121.257648,10,San Joaquin,SR99-N,4,Mainline,N,6696,1 +1018610,38.009077,-121.257808,10,San Joaquin,SR99-N,4,Mainline,N,6697,1 +1018710,38.013056,-121.257864,10,San Joaquin,SR99-N,4,Mainline,N,6698,1 +1018810,38.016499,-121.257921,10,San Joaquin,SR99-N,4,Mainline,N,6699,1 +1018910,38.020014,-121.258003,10,San Joaquin,SR99-N,3,Mainline,N,6700,1 +10107610,38.023025,-121.25805,10,San Joaquin,SR99-N,3,Mainline,N,6701,1 +1014310,38.037157,-121.258239,10,San Joaquin,SR99-N,3,Mainline,N,6702,1 +1013810,38.051239,-121.258982,10,San Joaquin,SR99-N,3,Mainline,N,6703,1 +1013710,38.051297,-121.258986,10,San Joaquin,SR99-N,3,Mainline,N,6704,1 +1013910,38.053821,-121.259173,10,San Joaquin,SR99-N,3,Mainline,N,6705,1 +1006410,38.110419,-121.259034,10,San Joaquin,SR99-N,3,Mainline,N,6706,1 +1071410,38.118855,-121.257255,10,San Joaquin,SR99-N,2,Mainline,N,6707,1 +1068610,38.141687,-121.259623,10,San Joaquin,SR99-N,2,Mainline,N,6708,1 +1006610,38.15786,-121.261571,10,San Joaquin,SR99-N,2,Mainline,N,6709,1 +1062410,38.161374,-121.261672,10,San Joaquin,SR99-N,2,Mainline,N,6710,1 +1062910,38.204747,-121.262999,10,San Joaquin,SR99-N,2,Mainline,N,6711,1 +1063310,38.216443,-121.269283,10,San Joaquin,SR99-N,2,Mainline,N,6712,1 +1063510,38.232291,-121.279379,10,San Joaquin,SR99-N,2,Mainline,N,6713,1 +10108510,37.15395,-120.292359,10,Merced,SR99-S,2,Mainline,S,6714,1 +10106110,37.159158,-120.298703,10,Merced,SR99-S,2,Mainline,S,6715,1 +10108710,37.162887,-120.303284,10,Merced,SR99-S,3,Mainline,S,6716,1 +10105110,37.168845,-120.310587,10,Merced,SR99-S,3,Mainline,S,6717,1 +10105310,37.174328,-120.317326,10,Merced,SR99-S,3,Mainline,S,6718,1 +10105510,37.175018,-120.31817,10,Merced,SR99-S,3,Mainline,S,6719,1 +10105810,37.184975,-120.330415,10,Merced,SR99-S,3,Mainline,S,6720,1 +10108210,37.189305,-120.335707,10,Merced,SR99-S,3,Mainline,S,6721,1 +10106510,37.196347,-120.344378,10,Merced,SR99-S,3,Mainline,S,6722,1 +10106710,37.201677,-120.35073,10,Merced,SR99-S,3,Mainline,S,6723,1 +1095110,37.217028,-120.369677,10,Merced,SR99-S,3,Mainline,S,6724,1 +1095310,37.222151,-120.376029,10,Merced,SR99-S,3,Mainline,S,6725,1 +1095510,37.229755,-120.385463,10,Merced,SR99-S,3,Mainline,S,6726,1 +1095610,37.234495,-120.391341,10,Merced,SR99-S,3,Mainline,S,6727,1 +1095710,37.239125,-120.397048,10,Merced,SR99-S,3,Mainline,S,6728,1 +1095810,37.24284,-120.401612,10,Merced,SR99-S,3,Mainline,S,6729,1 +1016510,37.27271,-120.438358,10,Merced,SR99-S,2,Mainline,S,6730,1 +1016410,37.27527,-120.441506,10,Merced,SR99-S,2,Mainline,S,6731,1 +1016310,37.277804,-120.444621,10,Merced,SR99-S,2,Mainline,S,6732,1 +1016210,37.280321,-120.447731,10,Merced,SR99-S,2,Mainline,S,6733,1 +1016910,37.281725,-120.449449,10,Merced,SR99-S,3,Mainline,S,6734,1 +1037510,37.286279,-120.454371,10,Merced,SR99-S,2,Mainline,S,6735,1 +1037610,37.290236,-120.459791,10,Merced,SR99-S,2,Mainline,S,6736,1 +1037710,37.292847,-120.465081,10,Merced,SR99-S,2,Mainline,S,6737,1 +1037810,37.295525,-120.470801,10,Merced,SR99-S,2,Mainline,S,6738,1 +10106210,37.295312,-120.47485,10,Merced,SR99-S,2,Mainline,S,6739,1 +1038110,37.299901,-120.492007,10,Merced,SR99-S,2,Mainline,S,6740,1 +1038210,37.303911,-120.502948,10,Merced,SR99-S,2,Mainline,S,6741,1 +1038310,37.304736,-120.50518,10,Merced,SR99-S,2,Mainline,S,6742,1 +1008110,37.307683,-120.509875,10,Merced,SR99-S,2,Mainline,S,6743,1 +1038410,37.313506,-120.520909,10,Merced,SR99-S,2,Mainline,S,6744,1 +10110610,37.329605,-120.565001,10,Merced,SR99-S,3,Mainline,S,6745,1 +10110210,37.331562,-120.570305,10,Merced,SR99-S,3,Mainline,S,6746,1 +1038810,37.343959,-120.611772,10,Merced,SR99-S,2,Mainline,S,6747,1 +1038910,37.34517,-120.615106,10,Merced,SR99-S,2,Mainline,S,6748,1 +1039010,37.355451,-120.635578,10,Merced,SR99-S,2,Mainline,S,6749,1 +1076110,37.358,-120.642851,10,Merced,SR99-S,3,Mainline,S,6750,1 +1075710,37.362026,-120.653831,10,Merced,SR99-S,3,Mainline,S,6751,1 +1027810,37.374686,-120.688429,10,Merced,SR99-S,3,Mainline,S,6752,1 +1027710,37.375829,-120.691555,10,Merced,SR99-S,3,Mainline,S,6753,1 +1027610,37.377296,-120.695558,10,Merced,SR99-S,3,Mainline,S,6754,1 +1027510,37.378865,-120.699726,10,Merced,SR99-S,3,Mainline,S,6755,1 +1039110,37.382052,-120.707781,10,Merced,SR99-S,3,Mainline,S,6756,1 +1039210,37.38617,-120.717315,10,Merced,SR99-S,2,Mainline,S,6757,1 +1039310,37.388638,-120.73149,10,Merced,SR99-S,2,Mainline,S,6758,1 +1039410,37.393009,-120.739382,10,Merced,SR99-S,2,Mainline,S,6759,1 +1007110,37.401662,-120.745076,10,Merced,SR99-S,2,Mainline,S,6760,1 +1039510,37.405181,-120.748034,10,Merced,SR99-S,2,Mainline,S,6761,1 +1039610,37.412645,-120.755425,10,Merced,SR99-S,2,Mainline,S,6762,1 +1039710,37.423041,-120.766594,10,Merced,SR99-S,2,Mainline,S,6763,1 +1039810,37.429282,-120.774277,10,Merced,SR99-S,2,Mainline,S,6764,1 +1039910,37.434073,-120.779799,10,Merced,SR99-S,2,Mainline,S,6765,1 +1040010,37.439615,-120.786399,10,Merced,SR99-S,2,Mainline,S,6766,1 +1058310,37.446105,-120.792797,10,Merced,SR99-S,2,Mainline,S,6767,1 +1058110,37.451211,-120.798511,10,Merced,SR99-S,2,Mainline,S,6768,1 +1040110,37.454142,-120.801853,10,Merced,SR99-S,2,Mainline,S,6769,1 +1059110,37.454421,-120.802169,10,Merced,SR99-S,2,Mainline,S,6770,1 +10134410,37.47299,-120.847082,10,Stanislaus,SR99-S,3,Mainline,S,6771,1 +1077010,37.51446,-120.881759,10,Stanislaus,SR99-S,3,Mainline,S,6772,1 +10133610,37.523844,-120.886774,10,Stanislaus,SR99-S,3,Mainline,S,6773,1 +10128310,37.53519,-120.891205,10,Stanislaus,SR99-S,3,Mainline,S,6774,1 +1011310,37.557621,-120.918309,10,Stanislaus,SR99-S,3,Mainline,S,6775,1 +1011210,37.559768,-120.920905,10,Stanislaus,SR99-S,3,Mainline,S,6776,1 +1011110,37.561944,-120.92338,10,Stanislaus,SR99-S,3,Mainline,S,6777,1 +1011010,37.565222,-120.927059,10,Stanislaus,SR99-S,3,Mainline,S,6778,1 +10116510,37.580147,-120.944064,10,Stanislaus,SR99-S,3,Mainline,S,6779,1 +10116710,37.594424,-120.960295,10,Stanislaus,SR99-S,3,Mainline,S,6780,1 +1047810,37.605567,-120.97306,10,Stanislaus,SR99-S,3,Mainline,S,6781,1 +1058610,37.615174,-120.981729,10,Stanislaus,SR99-S,3,Mainline,S,6782,1 +10116810,37.618636,-120.993642,10,Stanislaus,SR99-S,3,Mainline,S,6783,1 +1059010,37.621628,-120.995671,10,Stanislaus,SR99-S,3,Mainline,S,6784,1 +10128710,37.632007,-120.998723,10,Stanislaus,SR99-S,3,Mainline,S,6785,1 +1005110,37.640802,-121.008995,10,Stanislaus,SR99-S,3,Mainline,S,6786,1 +10115410,37.645555,-121.016073,10,Stanislaus,SR99-S,3,Mainline,S,6787,1 +10133310,37.65675,-121.025984,10,Stanislaus,SR99-S,3,Mainline,S,6788,1 +10116010,37.665974,-121.031374,10,Stanislaus,SR99-S,3,Mainline,S,6789,1 +10129010,37.68579,-121.056319,10,Stanislaus,SR99-S,3,Mainline,S,6790,1 +1057910,37.693625,-121.066125,10,Stanislaus,SR99-S,3,Mainline,S,6791,1 +10108810,37.708396,-121.080521,10,Stanislaus,SR99-S,3,Mainline,S,6792,1 +1076310,37.709186,-121.081512,10,Stanislaus,SR99-S,3,Mainline,S,6793,1 +10109910,37.712762,-121.087989,10,Stanislaus,SR99-S,3,Mainline,S,6794,1 +1005310,37.725858,-121.103515,10,Stanislaus,SR99-S,3,Mainline,S,6795,1 +1006310,37.746588,-121.133409,10,San Joaquin,SR99-S,3,Mainline,S,6796,1 +1065010,37.749983,-121.138619,10,San Joaquin,SR99-S,3,Mainline,S,6797,1 +1076610,37.753074,-121.142741,10,San Joaquin,SR99-S,3,Mainline,S,6798,1 +1065210,37.754303,-121.145938,10,San Joaquin,SR99-S,3,Mainline,S,6799,1 +1076510,37.757347,-121.151735,10,San Joaquin,SR99-S,3,Mainline,S,6800,1 +10111210,37.759225,-121.154933,10,San Joaquin,SR99-S,3,Mainline,S,6801,1 +1076410,37.766547,-121.167356,10,San Joaquin,SR99-S,3,Mainline,S,6802,1 +10106810,37.772,-121.175931,10,San Joaquin,SR99-S,3,Mainline,S,6803,1 +1031010,37.776075,-121.181199,10,San Joaquin,SR99-S,3,Mainline,S,6804,1 +10100910,37.779641,-121.186379,10,San Joaquin,SR99-S,3,Mainline,S,6805,1 +1097210,37.785084,-121.188169,10,San Joaquin,SR99-S,3,Mainline,S,6806,1 +1098410,37.793527,-121.190339,10,San Joaquin,SR99-S,4,Mainline,S,6807,1 +1097710,37.798978,-121.191735,10,San Joaquin,SR99-S,3,Mainline,S,6808,1 +1097910,37.806774,-121.198351,10,San Joaquin,SR99-S,3,Mainline,S,6809,1 +1099610,37.812474,-121.205374,10,San Joaquin,SR99-S,3,Mainline,S,6810,1 +1099810,37.81593,-121.209617,10,San Joaquin,SR99-S,3,Mainline,S,6811,1 +10104910,37.822577,-121.21637,10,San Joaquin,SR99-S,4,Mainline,S,6812,1 +10101310,37.826916,-121.217424,10,San Joaquin,SR99-S,4,Mainline,S,6813,1 +10101110,37.829169,-121.217524,10,San Joaquin,SR99-S,3,Mainline,S,6814,1 +10104510,37.830415,-121.217575,10,San Joaquin,SR99-S,3,Mainline,S,6815,1 +10111410,37.837752,-121.217866,10,San Joaquin,SR99-S,3,Mainline,S,6816,1 +10104310,37.84471,-121.218215,10,San Joaquin,SR99-S,3,Mainline,S,6817,1 +1099310,37.851671,-121.2185,10,San Joaquin,SR99-S,3,Mainline,S,6818,1 +10102310,37.8581,-121.218742,10,San Joaquin,SR99-S,3,Mainline,S,6819,1 +10100410,37.862276,-121.218899,10,San Joaquin,SR99-S,3,Mainline,S,6820,1 +10101510,37.86613,-121.219109,10,San Joaquin,SR99-S,3,Mainline,S,6821,1 +1099010,37.873473,-121.219635,10,San Joaquin,SR99-S,3,Mainline,S,6822,1 +10101910,37.878119,-121.219966,10,San Joaquin,SR99-S,3,Mainline,S,6823,1 +1099510,37.887333,-121.22044,10,San Joaquin,SR99-S,3,Mainline,S,6824,1 +10100110,37.894713,-121.220496,10,San Joaquin,SR99-S,3,Mainline,S,6825,1 +10104010,37.903535,-121.222471,10,San Joaquin,SR99-S,3,Mainline,S,6826,1 +10103710,37.908595,-121.224505,10,San Joaquin,SR99-S,3,Mainline,S,6827,1 +10117710,37.932716,-121.233965,10,San Joaquin,SR99-S,3,Mainline,S,6828,1 +10118110,37.935148,-121.234264,10,San Joaquin,SR99-S,3,Mainline,S,6829,1 +10118310,37.937779,-121.2346,10,San Joaquin,SR99-S,2,Mainline,S,6830,1 +10118410,37.941746,-121.235068,10,San Joaquin,SR99-S,4,Mainline,S,6831,1 +10118610,37.945744,-121.235822,10,San Joaquin,SR99-S,3,Mainline,S,6832,1 +10129510,37.961325,-121.241891,10,San Joaquin,SR99-S,3,Mainline,S,6833,1 +10129310,37.960311,-121.251456,10,San Joaquin,SR99-S,2,Mainline,S,6834,1 +10129210,37.964212,-121.243115,10,San Joaquin,SR99-S,3,Mainline,S,6835,1 +1020110,37.967421,-121.244816,10,San Joaquin,SR99-S,3,Mainline,S,6836,1 +10114810,37.970858,-121.246287,10,San Joaquin,SR99-S,3,Mainline,S,6837,1 +1020010,37.970928,-121.246316,10,San Joaquin,SR99-S,3,Mainline,S,6838,1 +1018010,37.974213,-121.247705,10,San Joaquin,SR99-S,3,Mainline,S,6839,1 +1019910,37.981269,-121.250083,10,San Joaquin,SR99-S,3,Mainline,S,6840,1 +1047610,37.981458,-121.250097,10,San Joaquin,SR99-S,3,Mainline,S,6841,1 +10114410,37.983668,-121.25019,10,San Joaquin,SR99-S,3,Mainline,S,6842,1 +10114210,37.984423,-121.250232,10,San Joaquin,SR99-S,3,Mainline,S,6843,1 +1019810,37.9854,-121.250346,10,San Joaquin,SR99-S,3,Mainline,S,6844,1 +1019710,37.988336,-121.251314,10,San Joaquin,SR99-S,3,Mainline,S,6845,1 +10114010,37.990451,-121.252165,10,San Joaquin,SR99-S,3,Mainline,S,6846,1 +1019610,37.991719,-121.252669,10,San Joaquin,SR99-S,3,Mainline,S,6847,1 +1019510,37.995711,-121.254244,10,San Joaquin,SR99-S,3,Mainline,S,6848,1 +1019410,37.998705,-121.255438,10,San Joaquin,SR99-S,3,Mainline,S,6849,1 +1019310,38.002234,-121.257034,10,San Joaquin,SR99-S,3,Mainline,S,6850,1 +1019210,38.00566,-121.25799,10,San Joaquin,SR99-S,4,Mainline,S,6851,1 +1019110,38.009194,-121.258034,10,San Joaquin,SR99-S,4,Mainline,S,6852,1 +10113810,38.019205,-121.258198,10,San Joaquin,SR99-S,3,Mainline,S,6853,1 +10111510,38.020005,-121.258205,10,San Joaquin,SR99-S,3,Mainline,S,6854,1 +1014410,38.037151,-121.258448,10,San Joaquin,SR99-S,3,Mainline,S,6855,1 +1017410,38.069467,-121.259826,10,San Joaquin,SR99-S,3,Mainline,S,6856,1 +1017310,38.073206,-121.259888,10,San Joaquin,SR99-S,3,Mainline,S,6857,1 +1017210,38.076309,-121.259947,10,San Joaquin,SR99-S,3,Mainline,S,6858,1 +1017110,38.080372,-121.260018,10,San Joaquin,SR99-S,3,Mainline,S,6859,1 +1006510,38.110432,-121.259226,10,San Joaquin,SR99-S,2,Mainline,S,6860,1 +1067610,38.146194,-121.261344,10,San Joaquin,SR99-S,2,Mainline,S,6861,1 +1006710,38.157861,-121.261831,10,San Joaquin,SR99-S,2,Mainline,S,6862,1 +1064610,38.176395,-121.26248,10,San Joaquin,SR99-S,2,Mainline,S,6863,1 +1064110,38.206724,-121.263672,10,San Joaquin,SR99-S,2,Mainline,S,6864,1 +1063910,38.235165,-121.28146,10,San Joaquin,SR99-S,2,Mainline,S,6865,1 +1048710,37.78495,-121.30654,10,San Joaquin,SR120-E,2,Mainline,E,6866,1 +1057010,37.789367,-121.297621,10,San Joaquin,SR120-E,2,Mainline,E,6867,1 +10112910,37.784963,-121.271224,10,San Joaquin,SR120-E,2,Mainline,E,6868,1 +10113010,37.783329,-121.264625,10,San Joaquin,SR120-E,2,Mainline,E,6869,1 +10113110,37.783073,-121.253875,10,San Joaquin,SR120-E,2,Mainline,E,6870,1 +10113210,37.783116,-121.243871,10,San Joaquin,SR120-E,2,Mainline,E,6871,1 +1004510,37.783152,-121.233897,10,San Joaquin,SR120-E,2,Mainline,E,6872,1 +1004410,37.783179,-121.225583,10,San Joaquin,SR120-E,2,Mainline,E,6873,1 +1003710,37.783207,-121.220602,10,San Joaquin,SR120-E,2,Mainline,E,6874,1 +1003810,37.783238,-121.215855,10,San Joaquin,SR120-E,2,Mainline,E,6875,1 +1003910,37.78324,-121.201959,10,San Joaquin,SR120-E,2,Mainline,E,6876,1 +1003310,37.78882,-121.30186,10,San Joaquin,SR120-W,2,Mainline,W,6877,1 +1003210,37.789035,-121.301075,10,San Joaquin,SR120-W,2,Mainline,W,6878,1 +1056910,37.790317,-121.29528,10,San Joaquin,SR120-W,2,Mainline,W,6879,1 +1003110,37.790322,-121.295215,10,San Joaquin,SR120-W,2,Mainline,W,6880,1 +1003010,37.78984,-121.288537,10,San Joaquin,SR120-W,2,Mainline,W,6881,1 +1002910,37.787484,-121.27953,10,San Joaquin,SR120-W,2,Mainline,W,6882,1 +1002810,37.785265,-121.271104,10,San Joaquin,SR120-W,2,Mainline,W,6883,1 +1002710,37.783634,-121.26458,10,San Joaquin,SR120-W,2,Mainline,W,6884,1 +1002610,37.783364,-121.253884,10,San Joaquin,SR120-W,2,Mainline,W,6885,1 +1002510,37.783419,-121.243875,10,San Joaquin,SR120-W,2,Mainline,W,6886,1 +1002410,37.783466,-121.233897,10,San Joaquin,SR120-W,2,Mainline,W,6887,1 +1002210,37.783471,-121.229725,10,San Joaquin,SR120-W,2,Mainline,W,6888,1 +1002310,37.783491,-121.225585,10,San Joaquin,SR120-W,2,Mainline,W,6889,1 +1002110,37.783507,-121.220367,10,San Joaquin,SR120-W,2,Mainline,W,6890,1 +1002010,37.783529,-121.210933,10,San Joaquin,SR120-W,2,Mainline,W,6891,1 +10127810,37.783523,-121.207802,10,San Joaquin,SR120-W,2,Mainline,W,6892,1 +1093710,37.638422,-121.395865,10,San Joaquin,SR132-E,2,Mainline,E,6893,1 +10125310,37.638134,-121.388611,10,San Joaquin,SR132-E,2,Mainline,E,6894,1 +1092310,37.637698,-121.364792,10,San Joaquin,SR132-E,2,Mainline,E,6895,1 +1092210,37.637663,-121.36175,10,San Joaquin,SR132-E,2,Mainline,E,6896,1 +1092710,37.637686,-121.357961,10,San Joaquin,SR132-E,2,Mainline,E,6897,1 +10131910,37.637672,-121.341272,10,San Joaquin,SR132-E,2,Mainline,E,6898,1 +1091210,37.638037,-121.291379,10,San Joaquin,SR132-E,1,Mainline,E,6899,1 +1090910,37.638138,-121.289303,10,San Joaquin,SR132-E,1,Mainline,E,6900,1 +10131810,37.638296,-121.280862,10,San Joaquin,SR132-E,1,Mainline,E,6901,1 +10119910,37.639842,-121.245364,10,Stanislaus,SR132-E,2,Mainline,E,6902,1 +1094010,37.638629,-121.395766,10,San Joaquin,SR132-W,2,Mainline,W,6903,1 +10125210,37.638362,-121.388615,10,San Joaquin,SR132-W,2,Mainline,W,6904,1 +1092510,37.637937,-121.364793,10,San Joaquin,SR132-W,2,Mainline,W,6905,1 +1092010,37.637932,-121.361714,10,San Joaquin,SR132-W,2,Mainline,W,6906,1 +1092910,37.637921,-121.357888,10,San Joaquin,SR132-W,2,Mainline,W,6907,1 +10132010,37.637933,-121.341577,10,San Joaquin,SR132-W,2,Mainline,W,6908,1 +1091010,37.638138,-121.289304,10,San Joaquin,SR132-W,1,Mainline,W,6909,1 +10119810,37.639842,-121.245362,10,Stanislaus,SR132-W,2,Mainline,W,6910,1 +10109410,37.709794,-121.079887,10,Stanislaus,SR219-E,3,Mainline,E,6911,1 +10102710,37.711307,-121.039469,10,Stanislaus,SR219-E,2,Mainline,E,6912,1 +10102810,37.711101,-121.001067,10,Stanislaus,SR219-W,2,Mainline,W,6913,1 +1091510,37.594123,-121.337995,10,San Joaquin,I580-E,2,Mainline,E,6914,0 +10124210,37.622757,-121.375398,10,San Joaquin,I580-E,2,Mainline,E,6915,0 +10124010,37.627837,-121.384268,10,San Joaquin,I580-E,2,Mainline,E,6916,0 +10123810,37.649689,-121.420304,10,San Joaquin,I580-E,2,Mainline,E,6917,0 +10123610,37.656733,-121.4319,10,San Joaquin,I580-E,2,Mainline,E,6918,0 +10123410,37.686624,-121.48123,10,San Joaquin,I580-E,2,Mainline,E,6919,0 +10123210,37.7164,-121.5306,10,San Joaquin,I580-E,2,Mainline,E,6920,0 +10123010,37.731934,-121.549359,10,San Joaquin,I580-E,2,Mainline,E,6921,0 +1031110,37.719346,-121.659959,10,Alameda,I580-E,5,Mainline,E,6922,0 +1091710,37.594749,-121.338359,10,San Joaquin,I580-W,2,Mainline,W,6923,0 +10124310,37.622828,-121.375206,10,San Joaquin,I580-W,2,Mainline,W,6924,0 +10124110,37.628056,-121.384024,10,San Joaquin,I580-W,2,Mainline,W,6925,0 +10123910,37.649945,-121.420133,10,San Joaquin,I580-W,2,Mainline,W,6926,0 +10123710,37.656994,-121.431718,10,San Joaquin,I580-W,2,Mainline,W,6927,0 +10123510,37.686876,-121.481072,10,San Joaquin,I580-W,2,Mainline,W,6928,0 +10123310,37.716644,-121.530292,10,San Joaquin,I580-W,2,Mainline,W,6929,0 +10123110,37.732162,-121.549132,10,San Joaquin,I580-W,2,Mainline,W,6930,0 +1114091,32.544463,-117.032486,11,San Diego,I5-N,6,Mainline,N,6931,0 +1118333,32.55169,-117.045725,11,San Diego,I5-N,4,Mainline,N,6932,0 +1118348,32.558459,-117.061845,11,San Diego,I5-N,4,Mainline,N,6933,0 +1114720,32.561334,-117.067081,11,San Diego,I5-N,4,Mainline,N,6934,0 +1118352,32.569052,-117.076507,11,San Diego,I5-N,4,Mainline,N,6935,0 +1118743,32.577106,-117.082889,11,San Diego,I5-N,4,Mainline,N,6936,0 +1120362,32.604051,-117.089763,11,San Diego,I5-N,4,Mainline,N,6937,0 +1118796,32.613851,-117.090918,11,San Diego,I5-N,4,Mainline,N,6938,0 +1118735,32.630565,-117.096247,11,San Diego,I5-N,4,Mainline,N,6939,0 +1118450,32.640259,-117.100052,11,San Diego,I5-N,5,Mainline,N,6940,0 +1114190,32.658963,-117.107386,11,San Diego,I5-N,5,Mainline,N,6941,0 +1118458,32.671696,-117.110938,11,San Diego,I5-N,4,Mainline,N,6942,0 +1118479,32.676941,-117.109212,11,San Diego,I5-N,4,Mainline,N,6943,0 +1114205,32.686187,-117.11275,11,San Diego,I5-N,6,Mainline,N,6944,0 +1125469,32.688981,-117.115932,11,San Diego,I5-N,4,Mainline,N,6945,0 +1114211,32.694337,-117.124759,11,San Diego,I5-N,4,Mainline,N,6946,0 +1126864,32.694108,-117.124841,11,San Diego,I5-N,4,Mainline,N,6947,0 +1117762,32.694578,-117.129462,11,San Diego,I5-N,4,Mainline,N,6948,0 +1114219,32.695918,-117.134988,11,San Diego,I5-N,6,Mainline,N,6949,0 +1117782,32.706216,-117.147448,11,San Diego,I5-N,5,Mainline,N,6950,0 +1117809,32.718046,-117.147616,11,San Diego,I5-N,4,Mainline,N,6951,0 +1117748,32.723648,-117.150497,11,San Diego,I5-N,6,Mainline,N,6952,0 +1113976,32.724117,-117.156091,11,San Diego,I5-N,4,Mainline,N,6953,0 +1117741,32.723871,-117.164331,11,San Diego,I5-N,4,Mainline,N,6954,0 +1108603,32.727284,-117.167641,11,San Diego,I5-N,5,Mainline,N,6955,0 +1117835,32.731968,-117.171694,11,San Diego,I5-N,5,Mainline,N,6956,0 +1117717,32.735914,-117.175223,11,San Diego,I5-N,4,Mainline,N,6957,0 +1118078,32.735429,-117.174785,11,San Diego,I5-N,4,Mainline,N,6958,0 +1108611,32.741137,-117.179918,11,San Diego,I5-N,4,Mainline,N,6959,0 +1108613,32.743605,-117.184656,11,San Diego,I5-N,4,Mainline,N,6960,0 +1114050,32.746748,-117.191312,11,San Diego,I5-N,4,Mainline,N,6961,0 +1108617,32.750068,-117.196046,11,San Diego,I5-N,4,Mainline,N,6962,0 +1118496,32.768302,-117.206075,11,San Diego,I5-N,4,Mainline,N,6963,0 +1126411,32.770668,-117.206677,11,San Diego,I5-N,4,Mainline,N,6964,0 +1114805,32.779349,-117.208332,11,San Diego,I5-N,5,Mainline,N,6965,0 +1114035,32.788076,-117.2069,11,San Diego,I5-N,4,Mainline,N,6966,0 +1108547,32.79154,-117.20716,11,San Diego,I5-N,4,Mainline,N,6967,0 +1118707,32.797132,-117.209541,11,San Diego,I5-N,4,Mainline,N,6968,0 +1118521,32.807939,-117.216589,11,San Diego,I5-N,4,Mainline,N,6969,0 +1108665,32.81362,-117.2211,11,San Diego,I5-N,4,Mainline,N,6970,0 +1119637,32.834969,-117.233294,11,San Diego,I5-N,4,Mainline,N,6971,0 +1122594,32.837787,-117.234529,11,San Diego,I5-N,4,Mainline,N,6972,0 +1118537,32.848758,-117.235323,11,San Diego,I5-N,4,Mainline,N,6973,0 +1114296,32.855148,-117.231251,11,San Diego,I5-N,4,Mainline,N,6974,0 +1118544,32.86451,-117.229736,11,San Diego,I5-N,4,Mainline,N,6975,0 +1108719,32.87153,-117.229139,11,San Diego,I5-N,4,Mainline,N,6976,0 +1123086,32.888657,-117.227453,11,San Diego,I5-N,4,Mainline,N,6977,0 +1123087,32.888676,-117.2277,11,San Diego,I5-N,4,Mainline,N,6978,0 +1122536,32.911944,-117.228498,11,San Diego,I5-N,6,Mainline,N,6979,0 +1118170,32.918887,-117.235544,11,San Diego,I5-N,4,Mainline,N,6980,0 +1122552,32.918909,-117.235565,11,San Diego,I5-N,5,Mainline,N,6981,0 +1122575,32.925983,-117.23942,11,San Diego,I5-N,6,Mainline,N,6982,0 +1108437,32.932244,-117.241031,11,San Diego,I5-N,4,Mainline,N,6983,0 +1115277,32.932271,-117.241036,11,San Diego,I5-N,2,Mainline,N,6984,0 +1119828,32.943477,-117.242328,11,San Diego,I5-N,4,Mainline,N,6985,0 +1108507,32.950106,-117.243571,11,San Diego,I5-N,5,Mainline,N,6986,0 +1119679,32.962322,-117.246309,11,San Diego,I5-N,5,Mainline,N,6987,0 +1119850,32.969013,-117.248831,11,San Diego,I5-N,5,Mainline,N,6988,0 +1108509,32.979357,-117.252719,11,San Diego,I5-N,4,Mainline,N,6989,0 +1126614,32.987715,-117.255119,11,San Diego,I5-N,5,Mainline,N,6990,0 +1108512,32.995494,-117.25635,11,San Diego,I5-N,4,Mainline,N,6991,0 +1119659,33.017612,-117.27184,11,San Diego,I5-N,4,Mainline,N,6992,0 +1122507,33.027309,-117.275242,11,San Diego,I5-N,4,Mainline,N,6993,0 +1119865,33.035624,-117.280848,11,San Diego,I5-N,4,Mainline,N,6994,0 +1125314,33.037208,-117.281927,11,San Diego,I5-N,4,Mainline,N,6995,0 +1119871,33.044769,-117.285978,11,San Diego,I5-N,4,Mainline,N,6996,0 +1122512,33.048098,-117.286976,11,San Diego,I5-N,4,Mainline,N,6997,0 +1119879,33.055577,-117.289125,11,San Diego,I5-N,4,Mainline,N,6998,0 +1108651,33.064668,-117.291997,11,San Diego,I5-N,4,Mainline,N,6999,0 +1119890,33.073419,-117.294587,11,San Diego,I5-N,4,Mainline,N,7000,0 +1108663,33.086077,-117.299048,11,San Diego,I5-N,4,Mainline,N,7001,0 +1119903,33.09232,-117.303146,11,San Diego,I5-N,4,Mainline,N,7002,0 +1108682,33.103602,-117.310425,11,San Diego,I5-N,4,Mainline,N,7003,0 +1119921,33.115949,-117.31811,11,San Diego,I5-N,4,Mainline,N,7004,0 +1108687,33.12394,-117.32296,11,San Diego,I5-N,4,Mainline,N,7005,0 +1108659,33.136145,-117.330076,11,San Diego,I5-N,4,Mainline,N,7006,0 +1119928,33.142807,-117.333209,11,San Diego,I5-N,4,Mainline,N,7007,0 +1119934,33.155404,-117.338099,11,San Diego,I5-N,4,Mainline,N,7008,0 +1119941,33.167741,-117.344387,11,San Diego,I5-N,4,Mainline,N,7009,0 +1119947,33.173355,-117.348324,11,San Diego,I5-N,4,Mainline,N,7010,0 +1115289,33.179859,-117.353416,11,San Diego,I5-N,6,Mainline,N,7011,0 +1115304,33.191415,-117.363042,11,San Diego,I5-N,4,Mainline,N,7012,0 +1115306,33.200816,-117.373244,11,San Diego,I5-N,4,Mainline,N,7013,0 +1115314,33.203683,-117.381192,11,San Diego,I5-N,4,Mainline,N,7014,0 +1115323,33.211043,-117.38743,11,San Diego,I5-N,4,Mainline,N,7015,0 +1119960,33.224874,-117.393754,11,San Diego,I5-N,4,Mainline,N,7016,0 +1119972,33.236554,-117.40592,11,San Diego,I5-N,4,Mainline,N,7017,0 +1119984,33.246111,-117.417364,11,San Diego,I5-N,4,Mainline,N,7018,0 +1119990,33.25805,-117.426272,11,San Diego,I5-N,4,Mainline,N,7019,0 +1121692,33.281567,-117.449193,11,San Diego,I5-N,4,Mainline,N,7020,0 +1121707,33.303917,-117.470642,11,San Diego,I5-N,4,Mainline,N,7021,0 +1121715,33.336526,-117.503236,11,San Diego,I5-N,4,Mainline,N,7022,0 +1121724,33.363,-117.540497,11,San Diego,I5-N,4,Mainline,N,7023,0 +1121731,33.383518,-117.577735,11,San Diego,I5-N,4,Mainline,N,7024,0 +1121737,33.393542,-117.591561,11,San Diego,I5-N,4,Mainline,N,7025,0 +1114228,32.544296,-117.032738,11,San Diego,I5-S,6,Mainline,S,7026,0 +1118326,32.551447,-117.045806,11,San Diego,I5-S,4,Mainline,S,7027,0 +1118341,32.558188,-117.061806,11,San Diego,I5-S,4,Mainline,S,7028,0 +1114721,32.561106,-117.067228,11,San Diego,I5-S,4,Mainline,S,7029,0 +1118365,32.568952,-117.076731,11,San Diego,I5-S,4,Mainline,S,7030,0 +1118372,32.576983,-117.083123,11,San Diego,I5-S,4,Mainline,S,7031,0 +1118379,32.584267,-117.087224,11,San Diego,I5-S,4,Mainline,S,7032,0 +1118695,32.59507,-117.088901,11,San Diego,I5-S,4,Mainline,S,7033,0 +1123133,32.595115,-117.088642,11,San Diego,I5-S,4,Mainline,S,7034,0 +1120356,32.613849,-117.091173,11,San Diego,I5-S,3,Mainline,S,7035,0 +1118413,32.621946,-117.093171,11,San Diego,I5-S,4,Mainline,S,7036,0 +1118428,32.630458,-117.096492,11,San Diego,I5-S,4,Mainline,S,7037,0 +1118472,32.67696,-117.109463,11,San Diego,I5-S,4,Mainline,S,7038,0 +1118442,32.639695,-117.100165,11,San Diego,I5-S,4,Mainline,S,7039,0 +1122601,32.639722,-117.100176,11,San Diego,I5-S,5,Mainline,S,7040,0 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Diego,I15-N,6,Mainline,N,7227,0 +1122469,32.887474,-117.112061,11,San Diego,I15-N,7,Mainline,N,7228,0 +1120167,32.893038,-117.114823,11,San Diego,I15-N,6,Mainline,N,7229,0 +1108439,32.903468,-117.116195,11,San Diego,I15-N,6,Mainline,N,7230,0 +1115739,32.908922,-117.116195,11,San Diego,I15-N,6,Mainline,N,7231,0 +1108415,32.917072,-117.115831,11,San Diego,I15-N,5,Mainline,N,7232,0 +1115749,32.925766,-117.114149,11,San Diego,I15-N,6,Mainline,N,7233,0 +1108717,32.93588,-117.111337,11,San Diego,I15-N,5,Mainline,N,7234,0 +1108585,32.947622,-117.106116,11,San Diego,I15-N,5,Mainline,N,7235,0 +1122487,32.952937,-117.102548,11,San Diego,I15-N,5,Mainline,N,7236,0 +1113985,32.964306,-117.095374,11,San Diego,I15-N,5,Mainline,N,7237,0 +1123003,32.972191,-117.090848,11,San Diego,I15-N,6,Mainline,N,7238,0 +1123002,32.972061,-117.090496,11,San Diego,I15-N,7,Mainline,N,7239,0 +1108590,32.978838,-117.086204,11,San Diego,I15-N,5,Mainline,N,7240,0 +1123029,32.985041,-117.082852,11,San 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Diego,I15-N,5,Mainline,N,7255,0 +1125886,33.100535,-117.090041,11,San Diego,I15-N,5,Mainline,N,7256,0 +1108771,33.109772,-117.095518,11,San Diego,I15-N,5,Mainline,N,7257,0 +1108773,33.116398,-117.099391,11,San Diego,I15-N,6,Mainline,N,7258,0 +1119736,33.125282,-117.104135,11,San Diego,I15-N,4,Mainline,N,7259,0 +1119743,33.142901,-117.104509,11,San Diego,I15-N,4,Mainline,N,7260,0 +1119749,33.15709,-117.104039,11,San Diego,I15-N,4,Mainline,N,7261,0 +1119762,33.166377,-117.10773,11,San Diego,I15-N,4,Mainline,N,7262,0 +1126812,33.166231,-117.10807,11,San Diego,I15-N,4,Mainline,N,7263,0 +1119774,33.178414,-117.114712,11,San Diego,I15-N,4,Mainline,N,7264,0 +1119780,33.192903,-117.122965,11,San Diego,I15-N,4,Mainline,N,7265,0 +1121751,33.317188,-117.153998,11,San Diego,I15-N,4,Mainline,N,7266,0 +1127045,33.332408,-117.157839,11,San Diego,I15-N,4,Mainline,N,7267,0 +1121757,33.357444,-117.158725,11,San Diego,I15-N,4,Mainline,N,7268,0 +1126722,33.357354,-117.159131,11,San Diego,I15-N,4,Mainline,N,7269,0 +1121763,33.406738,-117.164546,11,San Diego,I15-N,4,Mainline,N,7270,0 +1119683,32.701146,-117.120937,11,San Diego,I15-S,2,Mainline,S,7271,0 +1122942,32.716837,-117.117751,11,San Diego,I15-S,3,Mainline,S,7272,0 +1117920,32.715149,-117.117869,11,San Diego,I15-S,2,Mainline,S,7273,0 +1123165,32.733487,-117.111847,11,San Diego,I15-S,3,Mainline,S,7274,0 +1118900,32.733539,-117.11215,11,San Diego,I15-S,3,Mainline,S,7275,0 +1108753,32.748042,-117.109034,11,San Diego,I15-S,4,Mainline,S,7276,0 +1108755,32.754476,-117.108977,11,San Diego,I15-S,5,Mainline,S,7277,0 +1108757,32.761617,-117.109257,11,San Diego,I15-S,5,Mainline,S,7278,0 +1119707,32.765834,-117.110379,11,San Diego,I15-S,5,Mainline,S,7279,0 +1115763,32.786062,-117.114472,11,San Diego,I15-S,4,Mainline,S,7280,0 +1117931,32.786249,-117.114457,11,San Diego,I15-S,6,Mainline,S,7281,0 +1108715,32.800345,-117.112825,11,San Diego,I15-S,5,Mainline,S,7282,0 +1115771,32.803081,-117.113175,11,San Diego,I15-S,5,Mainline,S,7283,0 +1108465,32.809906,-117.114188,11,San Diego,I15-S,4,Mainline,S,7284,0 +1115779,32.814606,-117.114981,11,San Diego,I15-S,5,Mainline,S,7285,0 +1108523,32.822271,-117.116575,11,San Diego,I15-S,4,Mainline,S,7286,0 +1115787,32.827529,-117.117732,11,San Diego,I15-S,5,Mainline,S,7287,0 +1108521,32.832989,-117.118962,11,San Diego,I15-S,4,Mainline,S,7288,0 +1115794,32.842604,-117.120583,11,San Diego,I15-S,5,Mainline,S,7289,0 +1115802,32.84837,-117.117157,11,San Diego,I15-S,5,Mainline,S,7290,0 +1115811,32.868138,-117.10851,11,San Diego,I15-S,8,Mainline,S,7291,0 +1117899,32.874797,-117.107576,11,San Diego,I15-S,6,Mainline,S,7292,0 +1108607,32.881993,-117.109567,11,San Diego,I15-S,6,Mainline,S,7293,0 +1115820,32.886392,-117.112102,11,San Diego,I15-S,6,Mainline,S,7294,0 +1122272,32.891265,-117.114689,11,San Diego,I15-S,6,Mainline,S,7295,0 +1108495,32.894088,-117.115721,11,San Diego,I15-S,6,Mainline,S,7296,0 +1122479,32.908916,-117.116587,11,San Diego,I15-S,7,Mainline,S,7297,0 +1108491,32.917445,-117.116153,11,San Diego,I15-S,5,Mainline,S,7298,0 +1115838,32.92585,-117.114677,11,San Diego,I15-S,6,Mainline,S,7299,0 +1108450,32.935515,-117.111886,11,San Diego,I15-S,5,Mainline,S,7300,0 +1108489,32.949064,-117.105522,11,San Diego,I15-S,5,Mainline,S,7301,0 +1122494,32.952945,-117.102968,11,San Diego,I15-S,6,Mainline,S,7302,0 +1108429,32.959072,-117.099452,11,San Diego,I15-S,5,Mainline,S,7303,0 +1123030,32.992706,-117.083408,11,San Diego,I15-S,6,Mainline,S,7304,0 +1123006,32.992818,-117.083901,11,San Diego,I15-S,7,Mainline,S,7305,0 +1108425,32.996577,-117.083687,11,San Diego,I15-S,5,Mainline,S,7306,0 +1108519,33.010949,-117.08016,11,San Diego,I15-S,5,Mainline,S,7307,0 +1108538,33.024783,-117.079,11,San Diego,I15-S,5,Mainline,S,7308,0 +1121034,33.034506,-117.077429,11,San Diego,I15-S,5,Mainline,S,7309,0 +1121035,33.03442,-117.077018,11,San Diego,I15-S,5,Mainline,S,7310,0 +1121131,33.0503,-117.072669,11,San Diego,I15-S,5,Mainline,S,7311,0 +1121125,33.050388,-117.073047,11,San Diego,I15-S,5,Mainline,S,7312,0 +1108541,33.053304,-117.072601,11,San Diego,I15-S,5,Mainline,S,7313,0 +1121112,33.061597,-117.06932,11,San Diego,I15-S,5,Mainline,S,7314,0 +1121118,33.061591,-117.068995,11,San Diego,I15-S,5,Mainline,S,7315,0 +1108543,33.069784,-117.069615,11,San Diego,I15-S,4,Mainline,S,7316,0 +1121066,33.074031,-117.070369,11,San Diego,I15-S,5,Mainline,S,7317,0 +1108545,33.08147,-117.072744,11,San Diego,I15-S,4,Mainline,S,7318,0 +1125865,33.086691,-117.076716,11,San Diego,I15-S,4,Mainline,S,7319,0 +1108516,33.090473,-117.080791,11,San Diego,I15-S,4,Mainline,S,7320,0 +1125879,33.100505,-117.090366,11,San Diego,I15-S,5,Mainline,S,7321,0 +1108558,33.106484,-117.093924,11,San Diego,I15-S,4,Mainline,S,7322,0 +1108556,33.116146,-117.099574,11,San Diego,I15-S,5,Mainline,S,7323,0 +1125265,33.125235,-117.104439,11,San Diego,I15-S,4,Mainline,S,7324,0 +1108554,33.144465,-117.104762,11,San Diego,I15-S,4,Mainline,S,7325,0 +1119756,33.157067,-117.104348,11,San Diego,I15-S,4,Mainline,S,7326,0 +1119768,33.178265,-117.114973,11,San Diego,I15-S,4,Mainline,S,7327,0 +1121748,33.232597,-117.147394,11,San Diego,I15-S,4,Mainline,S,7328,0 +1118557,32.841387,-117.218311,11,San Diego,SR52-E,2,Mainline,E,7329,1 +1118567,32.846717,-117.204307,11,San Diego,SR52-E,2,Mainline,E,7330,1 +1114141,32.846153,-117.18848,11,San Diego,SR52-E,3,Mainline,E,7331,1 +1118575,32.839837,-117.162111,11,San Diego,SR52-E,4,Mainline,E,7332,1 +1118636,32.841627,-117.122598,11,San Diego,SR52-E,3,Mainline,E,7333,1 +1121774,32.841719,-117.112297,11,San Diego,SR52-E,3,Mainline,E,7334,1 +1121794,32.850297,-117.073164,11,San Diego,SR52-E,3,Mainline,E,7335,1 +1126575,32.854113,-117.055734,11,San Diego,SR52-E,3,Mainline,E,7336,1 +1114520,32.853811,-117.055777,11,San Diego,SR52-E,3,Mainline,E,7337,1 +1121806,32.853151,-117.051554,11,San Diego,SR52-E,3,Mainline,E,7338,1 +1126770,32.853459,-117.051468,11,San Diego,SR52-E,3,Mainline,E,7339,1 +1114529,32.851233,-117.038885,11,San Diego,SR52-E,3,Mainline,E,7340,1 +1114511,32.835925,-117.015497,11,San Diego,SR52-E,2,Mainline,E,7341,1 +1114162,32.838567,-117.234392,11,San Diego,SR52-W,3,Mainline,W,7342,1 +1126257,32.837451,-117.234727,11,San Diego,SR52-W,3,Mainline,W,7343,1 +1118552,32.841671,-117.218491,11,San Diego,SR52-W,2,Mainline,W,7344,1 +1118562,32.847046,-117.204305,11,San Diego,SR52-W,2,Mainline,W,7345,1 +1114166,32.846483,-117.188458,11,San Diego,SR52-W,2,Mainline,W,7346,1 +1121771,32.847199,-117.17441,11,San Diego,SR52-W,2,Mainline,W,7347,1 +1118591,32.840096,-117.162115,11,San Diego,SR52-W,4,Mainline,W,7348,1 +1114177,32.840942,-117.133738,11,San Diego,SR52-W,4,Mainline,W,7349,1 +1118630,32.841898,-117.122619,11,San Diego,SR52-W,4,Mainline,W,7350,1 +1126253,32.842684,-117.087957,11,San Diego,SR52-W,3,Mainline,W,7351,1 +1121783,32.842947,-117.087962,11,San Diego,SR52-W,3,Mainline,W,7352,1 +1126587,32.848323,-117.075685,11,San Diego,SR52-W,3,Mainline,W,7353,1 +1121803,32.853857,-117.067876,11,San Diego,SR52-W,3,Mainline,W,7354,1 +1126583,32.848883,-117.030492,11,San Diego,SR52-W,3,Mainline,W,7355,1 +1121815,32.849108,-117.030286,11,San Diego,SR52-W,3,Mainline,W,7356,1 +1111527,32.843588,-117.025315,11,San Diego,SR52-W,2,Mainline,W,7357,1 +1111526,32.84345,-117.025624,11,San Diego,SR52-W,2,Mainline,W,7358,1 +1114515,32.851931,-117.041345,11,San Diego,SR52-W,2,Mainline,W,7359,1 +1108689,32.664009,-117.057617,11,San Diego,SR54-E,3,Mainline,E,7360,1 +1108731,32.674057,-117.038294,11,San Diego,SR54-E,3,Mainline,E,7361,1 +1108733,32.682203,-117.029012,11,San Diego,SR54-E,3,Mainline,E,7362,1 +1108691,32.664368,-117.057402,11,San Diego,SR54-W,3,Mainline,W,7363,1 +1108735,32.671672,-117.041389,11,San Diego,SR54-W,3,Mainline,W,7364,1 +1108737,32.679441,-117.033088,11,San Diego,SR54-W,3,Mainline,W,7365,1 +1125207,32.958196,-117.152094,11,San Diego,SR56-E,2,Mainline,E,7366,1 +1125201,32.956215,-117.119934,11,San Diego,SR56-E,3,Mainline,E,7367,1 +1125559,32.958444,-117.113436,11,San Diego,SR56-E,2,Mainline,E,7368,1 +1125737,32.950976,-117.197404,11,San Diego,SR56-E,2,Mainline,E,7369,1 +1125527,32.962525,-117.101272,11,San Diego,SR56-E,2,Mainline,E,7370,1 +1108741,32.944548,-117.21295,11,San Diego,SR56-E,2,Mainline,E,7371,1 +1125733,32.960096,-117.155172,11,San Diego,SR56-E,2,Mainline,E,7372,1 +1108739,32.937845,-117.226663,11,San Diego,SR56-E,3,Mainline,E,7373,1 +1125689,32.934775,-117.235209,11,San Diego,SR56-E,3,Mainline,E,7374,1 +1113740,32.952425,-117.193019,11,San Diego,SR56-E,2,Mainline,E,7375,1 +1125668,32.940727,-117.220084,11,San Diego,SR56-E,3,Mainline,E,7376,1 +1125721,32.965955,-117.177396,11,San Diego,SR56-E,2,Mainline,E,7377,1 +1125610,32.953397,-117.13337,11,San Diego,SR56-E,3,Mainline,E,7378,1 +1125531,32.962672,-117.101859,11,San Diego,SR56-W,2,Mainline,W,7379,1 +1126292,32.953681,-117.133374,11,San Diego,SR56-W,2,Mainline,W,7380,1 +1125631,32.952754,-117.193087,11,San Diego,SR56-W,2,Mainline,W,7381,1 +1125672,32.940106,-117.221888,11,San Diego,SR56-W,3,Mainline,W,7382,1 +1125219,32.958567,-117.152079,11,San Diego,SR56-W,2,Mainline,W,7383,1 +1125546,32.958653,-117.113729,11,San Diego,SR56-W,2,Mainline,W,7384,1 +1113720,32.951299,-117.197463,11,San Diego,SR56-W,2,Mainline,W,7385,1 +1113760,32.960479,-117.155182,11,San Diego,SR56-W,2,Mainline,W,7386,1 +1125575,32.954374,-117.128361,11,San Diego,SR56-W,2,Mainline,W,7387,1 +1108743,32.937679,-117.228154,11,San Diego,SR56-W,2,Mainline,W,7388,1 +1113771,32.966186,-117.177595,11,San Diego,SR56-W,2,Mainline,W,7389,1 +1112989,33.180264,-117.345296,11,San Diego,SR78-E,4,Mainline,E,7390,1 +1119414,33.181054,-117.33787,11,San Diego,SR78-E,3,Mainline,E,7391,1 +1108639,33.181952,-117.325285,11,San Diego,SR78-E,3,Mainline,E,7392,1 +1116167,33.183485,-117.29202,11,San Diego,SR78-E,3,Mainline,E,7393,1 +1108637,33.183323,-117.292024,11,San Diego,SR78-E,3,Mainline,E,7394,1 +1108328,33.1885,-117.278185,11,San Diego,SR78-E,3,Mainline,E,7395,1 +1115897,33.188661,-117.278229,11,San Diego,SR78-E,6,Mainline,E,7396,1 +1108649,33.194181,-117.248185,11,San Diego,SR78-E,3,Mainline,E,7397,1 +1108635,33.18952,-117.24026,11,San Diego,SR78-E,3,Mainline,E,7398,1 +1108633,33.180072,-117.229778,11,San Diego,SR78-E,3,Mainline,E,7399,1 +1108645,33.165559,-117.213523,11,San Diego,SR78-E,3,Mainline,E,7400,1 +1108549,33.149286,-117.197442,11,San Diego,SR78-E,3,Mainline,E,7401,1 +1116449,33.142359,-117.188863,11,San Diego,SR78-E,3,Mainline,E,7402,1 +1108601,33.137072,-117.17436,11,San Diego,SR78-E,3,Mainline,E,7403,1 +1108699,33.137161,-117.161693,11,San Diego,SR78-E,3,Mainline,E,7404,1 +1108702,33.135093,-117.131488,11,San Diego,SR78-E,3,Mainline,E,7405,1 +1115692,33.135241,-117.13142,11,San Diego,SR78-E,3,Mainline,E,7406,1 +1108706,33.131236,-117.119723,11,San Diego,SR78-E,3,Mainline,E,7407,1 +1126016,33.129097,-117.114845,11,San Diego,SR78-E,4,Mainline,E,7408,1 +1126027,33.126865,-117.109376,11,San Diego,SR78-E,3,Mainline,E,7409,1 +1112996,33.180446,-117.345347,11,San Diego,SR78-W,4,Mainline,W,7410,1 +1108619,33.181145,-117.341401,11,San Diego,SR78-W,3,Mainline,W,7411,1 +1108621,33.181397,-117.328764,11,San Diego,SR78-W,3,Mainline,W,7412,1 +1116318,33.182878,-117.298269,11,San Diego,SR78-W,3,Mainline,W,7413,1 +1108401,33.183081,-117.297902,11,San Diego,SR78-W,3,Mainline,W,7414,1 +1108760,33.183222,-117.296449,11,San Diego,SR78-W,3,Mainline,W,7415,1 +1108623,33.187261,-117.281077,11,San Diego,SR78-W,3,Mainline,W,7416,1 +1108625,33.194328,-117.256869,11,San Diego,SR78-W,3,Mainline,W,7417,1 +1118260,33.194991,-117.251058,11,San Diego,SR78-W,3,Mainline,W,7418,1 +1108627,33.18994,-117.240564,11,San Diego,SR78-W,3,Mainline,W,7419,1 +1108629,33.180588,-117.229853,11,San Diego,SR78-W,3,Mainline,W,7420,1 +1108643,33.168329,-117.216099,11,San Diego,SR78-W,3,Mainline,W,7421,1 +1108631,33.151914,-117.200195,11,San Diego,SR78-W,3,Mainline,W,7422,1 +1116431,33.145055,-117.192178,11,San Diego,SR78-W,3,Mainline,W,7423,1 +1108762,33.138585,-117.178083,11,San Diego,SR78-W,3,Mainline,W,7424,1 +1108599,33.137287,-117.174332,11,San Diego,SR78-W,3,Mainline,W,7425,1 +1108697,33.137204,-117.164146,11,San Diego,SR78-W,3,Mainline,W,7426,1 +1108700,33.139232,-117.142802,11,San Diego,SR78-W,3,Mainline,W,7427,1 +1108704,33.132967,-117.123177,11,San Diego,SR78-W,3,Mainline,W,7428,1 +1126022,33.12936,-117.114803,11,San Diego,SR78-W,4,Mainline,W,7429,1 +1126035,33.127065,-117.109382,11,San Diego,SR78-W,2,Mainline,W,7430,1 +1108708,33.130825,-117.092776,11,San Diego,SR78-W,3,Mainline,W,7431,1 +1113641,33.132227,-117.086173,11,San Diego,SR78-W,2,Mainline,W,7432,1 +1119449,33.132541,-117.087404,11,San Diego,SR78-W,3,Mainline,W,7433,1 +1108380,32.713024,-117.139745,11,San Diego,SR94-E,4,Mainline,E,7434,1 +1108378,32.713119,-117.133405,11,San Diego,SR94-E,4,Mainline,E,7435,1 +1122956,32.713724,-117.129847,11,San Diego,SR94-E,4,Mainline,E,7436,1 +1122951,32.713706,-117.129104,11,San Diego,SR94-E,4,Mainline,E,7437,1 +1108376,32.714326,-117.126912,11,San Diego,SR94-E,4,Mainline,E,7438,1 +1111568,32.71658,-117.11662,11,San Diego,SR94-E,4,Mainline,E,7439,1 +1111559,32.718627,-117.104491,11,San Diego,SR94-E,4,Mainline,E,7440,1 +1111567,32.718925,-117.101118,11,San Diego,SR94-E,4,Mainline,E,7441,1 +1118648,32.717692,-117.090432,11,San Diego,SR94-E,6,Mainline,E,7442,1 +1108374,32.71801,-117.08462,11,San Diego,SR94-E,5,Mainline,E,7443,1 +1108505,32.723666,-117.076046,11,San Diego,SR94-E,5,Mainline,E,7444,1 +1126373,32.727761,-117.069682,11,San Diego,SR94-E,4,Mainline,E,7445,1 +1108503,32.744705,-117.041718,11,San Diego,SR94-E,4,Mainline,E,7446,1 +1113966,32.745649,-117.032947,11,San Diego,SR94-E,4,Mainline,E,7447,1 +1108501,32.74629,-117.030852,11,San Diego,SR94-E,4,Mainline,E,7448,1 +1113181,32.746819,-117.020529,11,San Diego,SR94-E,3,Mainline,E,7449,1 +1118989,32.713382,-117.145021,11,San Diego,SR94-W,3,Mainline,W,7450,1 +1111558,32.713274,-117.140097,11,San Diego,SR94-W,4,Mainline,W,7451,1 +1108285,32.713318,-117.134145,11,San Diego,SR94-W,4,Mainline,W,7452,1 +1108287,32.714211,-117.127908,11,San Diego,SR94-W,4,Mainline,W,7453,1 +1108289,32.716724,-117.119831,11,San Diego,SR94-W,4,Mainline,W,7454,1 +1108291,32.717134,-117.117861,11,San Diego,SR94-W,5,Mainline,W,7455,1 +1108293,32.717909,-117.113171,11,San Diego,SR94-W,4,Mainline,W,7456,1 +1108295,32.718507,-117.106173,11,San Diego,SR94-W,4,Mainline,W,7457,1 +1108297,32.718104,-117.092449,11,San Diego,SR94-W,5,Mainline,W,7458,1 +1108302,32.717955,-117.087127,11,San Diego,SR94-W,4,Mainline,W,7459,1 +1108304,32.720663,-117.080357,11,San Diego,SR94-W,4,Mainline,W,7460,1 +1108306,32.726464,-117.072595,11,San Diego,SR94-W,4,Mainline,W,7461,1 +1108308,32.734694,-117.057992,11,San Diego,SR94-W,4,Mainline,W,7462,1 +1108311,32.740913,-117.052169,11,San Diego,SR94-W,4,Mainline,W,7463,1 +1108313,32.74454,-117.047105,11,San Diego,SR94-W,4,Mainline,W,7464,1 +1108315,32.744864,-117.040554,11,San Diego,SR94-W,4,Mainline,W,7465,1 +1108317,32.745268,-117.035279,11,San Diego,SR94-W,4,Mainline,W,7466,1 +1113173,32.746923,-117.023229,11,San Diego,SR94-W,4,Mainline,W,7467,1 +1113126,32.748892,-117.017105,11,San Diego,SR94-W,3,Mainline,W,7468,1 +1120121,32.753919,-117.010444,11,San Diego,SR94-W,3,Mainline,W,7469,1 +1112964,32.702928,-117.010755,11,San Diego,SR125-N,3,Mainline,N,7470,1 +1113267,32.741488,-117.016541,11,San Diego,SR125-N,3,Mainline,N,7471,1 +1113266,32.716131,-117.014296,11,San Diego,SR125-N,3,Mainline,N,7472,1 +1113147,32.725198,-117.01447,11,San Diego,SR125-N,3,Mainline,N,7473,1 +1113292,32.720013,-117.014848,11,San Diego,SR125-N,3,Mainline,N,7474,1 +1113297,32.749839,-117.016252,11,San Diego,SR125-N,3,Mainline,N,7475,1 +1113017,32.731085,-117.015062,11,San Diego,SR125-N,3,Mainline,N,7476,1 +1113159,32.736686,-117.015668,11,San Diego,SR125-N,3,Mainline,N,7477,1 +1113301,32.752517,-117.01272,11,San Diego,SR125-N,3,Mainline,N,7478,1 +1113308,32.774782,-117.002684,11,San Diego,SR125-N,2,Mainline,N,7479,1 +1113187,32.774754,-117.002675,11,San Diego,SR125-N,3,Mainline,N,7480,1 +1108372,32.754424,-117.01021,11,San Diego,SR125-N,3,Mainline,N,7481,1 +1108299,32.77556,-117.002934,11,San Diego,SR125-N,3,Mainline,N,7482,1 +1111555,32.782757,-117.005102,11,San Diego,SR125-N,3,Mainline,N,7483,1 +1111557,32.794264,-117.00563,11,San Diego,SR125-N,4,Mainline,N,7484,1 +1113915,32.799266,-117.005352,11,San Diego,SR125-N,3,Mainline,N,7485,1 +1113222,32.805368,-117.005343,11,San Diego,SR125-N,3,Mainline,N,7486,1 +1113894,32.807875,-117.005299,11,San Diego,SR125-N,3,Mainline,N,7487,1 +1113327,32.833838,-117.003119,11,San Diego,SR125-N,3,Mainline,N,7488,1 +1113413,32.759045,-117.005049,11,San Diego,SR125-S,3,Mainline,S,7489,1 +1114006,32.700378,-117.011606,11,San Diego,SR125-S,3,Mainline,S,7490,1 +1114018,32.710482,-117.012885,11,San Diego,SR125-S,3,Mainline,S,7491,1 +1108323,32.754413,-117.010595,11,San Diego,SR125-S,3,Mainline,S,7492,1 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Diego,SR163-N,4,Mainline,N,7506,1 +1108567,32.833798,-117.139787,11,San Diego,SR163-N,5,Mainline,N,7507,1 +1116098,32.845121,-117.129665,11,San Diego,SR163-N,4,Mainline,N,7508,1 +1108570,32.854682,-117.119386,11,San Diego,SR163-N,4,Mainline,N,7509,1 +1113279,32.746749,-117.156312,11,San Diego,SR163-S,2,Mainline,S,7510,1 +1111539,32.746765,-117.156512,11,San Diego,SR163-S,2,Mainline,S,7511,1 +1108331,32.749679,-117.155519,11,San Diego,SR163-S,2,Mainline,S,7512,1 +1111520,32.7516,-117.155806,11,San Diego,SR163-S,2,Mainline,S,7513,1 +1121821,32.757664,-117.160289,11,San Diego,SR163-S,5,Mainline,S,7514,1 +1114463,32.784029,-117.161945,11,San Diego,SR163-S,4,Mainline,S,7515,1 +1111509,32.790699,-117.159531,11,San Diego,SR163-S,4,Mainline,S,7516,1 +1114478,32.804853,-117.15441,11,San Diego,SR163-S,5,Mainline,S,7517,1 +1116092,32.812816,-117.151507,11,San Diego,SR163-S,5,Mainline,S,7518,1 +1108486,32.8195,-117.148074,11,San Diego,SR163-S,4,Mainline,S,7519,1 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+1204688,33.631989,-117.724813,12,Orange,I5-S,5,Mainline,S,7796,0 +1204695,33.635959,-117.728446,12,Orange,I5-S,6,Mainline,S,7797,0 +1204701,33.640308,-117.731896,12,Orange,I5-S,6,Mainline,S,7798,0 +1211853,33.643978,-117.734722,12,Orange,I5-S,3,Mainline,S,7799,0 +1204716,33.654255,-117.74294,12,Orange,I5-S,3,Mainline,S,7800,0 +1204737,33.654741,-117.743323,12,Orange,I5-S,4,Mainline,S,7801,0 +1204761,33.662021,-117.749253,12,Orange,I5-S,4,Mainline,S,7802,0 +1204781,33.665581,-117.75203,12,Orange,I5-S,5,Mainline,S,7803,0 +1204798,33.66617,-117.7525,12,Orange,I5-S,5,Mainline,S,7804,0 +1204816,33.6716,-117.755616,12,Orange,I5-S,6,Mainline,S,7805,0 +1204841,33.674297,-117.756223,12,Orange,I5-S,5,Mainline,S,7806,0 +1204869,33.67863,-117.759362,12,Orange,I5-S,5,Mainline,S,7807,0 +1204886,33.683599,-117.764425,12,Orange,I5-S,5,Mainline,S,7808,0 +1204904,33.687939,-117.767277,12,Orange,I5-S,5,Mainline,S,7809,0 +1204944,33.700148,-117.775267,12,Orange,I5-S,5,Mainline,S,7810,0 +1204967,33.70706,-117.779935,12,Orange,I5-S,5,Mainline,S,7811,0 +1204997,33.710634,-117.783134,12,Orange,I5-S,5,Mainline,S,7812,0 +1205028,33.717966,-117.793071,12,Orange,I5-S,6,Mainline,S,7813,0 +1205062,33.72047,-117.796638,12,Orange,I5-S,5,Mainline,S,7814,0 +1205105,33.724136,-117.801999,12,Orange,I5-S,5,Mainline,S,7815,0 +1205122,33.732587,-117.814369,12,Orange,I5-S,5,Mainline,S,7816,0 +1205139,33.737386,-117.824499,12,Orange,I5-S,6,Mainline,S,7817,0 +1208976,33.738432,-117.827716,12,Orange,I5-S,4,Mainline,S,7818,0 +1205166,33.740098,-117.832494,12,Orange,I5-S,4,Mainline,S,7819,0 +1205169,33.741219,-117.835743,12,Orange,I5-S,5,Mainline,S,7820,0 +1205182,33.745553,-117.842538,12,Orange,I5-S,5,Mainline,S,7821,0 +1205189,33.749928,-117.844652,12,Orange,I5-S,5,Mainline,S,7822,0 +1205200,33.751759,-117.846535,12,Orange,I5-S,6,Mainline,S,7823,0 +1205211,33.753388,-117.849326,12,Orange,I5-S,6,Mainline,S,7824,0 +1205230,33.755475,-117.853795,12,Orange,I5-S,5,Mainline,S,7825,0 +1205246,33.757943,-117.859225,12,Orange,I5-S,5,Mainline,S,7826,0 +1205276,33.766429,-117.866976,12,Orange,I5-S,5,Mainline,S,7827,0 +1205286,33.768742,-117.868373,12,Orange,I5-S,4,Mainline,S,7828,0 +1205297,33.770032,-117.869238,12,Orange,I5-S,4,Mainline,S,7829,0 +1205310,33.776289,-117.874337,12,Orange,I5-S,4,Mainline,S,7830,0 +1205324,33.779824,-117.87776,12,Orange,I5-S,5,Mainline,S,7831,0 +1205335,33.781682,-117.880014,12,Orange,I5-S,5,Mainline,S,7832,0 +1205349,33.784761,-117.883653,12,Orange,I5-S,6,Mainline,S,7833,0 +1205364,33.791651,-117.890222,12,Orange,I5-S,5,Mainline,S,7834,0 +1212094,33.793517,-117.892284,12,Orange,I5-S,4,Mainline,S,7835,0 +1205384,33.79536,-117.894336,12,Orange,I5-S,5,Mainline,S,7836,0 +1205395,33.802101,-117.901359,12,Orange,I5-S,4,Mainline,S,7837,0 +1205421,33.804788,-117.904254,12,Orange,I5-S,4,Mainline,S,7838,0 +1212116,33.806478,-117.906207,12,Orange,I5-S,5,Mainline,S,7839,0 +1212218,33.810933,-117.910895,12,Orange,I5-S,5,Mainline,S,7840,0 +1205440,33.816263,-117.916397,12,Orange,I5-S,4,Mainline,S,7841,0 +1205463,33.82198,-117.922328,12,Orange,I5-S,4,Mainline,S,7842,0 +1205478,33.827601,-117.927279,12,Orange,I5-S,4,Mainline,S,7843,0 +1212662,33.832791,-117.933068,12,Orange,I5-S,4,Mainline,S,7844,0 +1212645,33.834594,-117.938264,12,Orange,I5-S,4,Mainline,S,7845,0 +1205508,33.8365,-117.943178,12,Orange,I5-S,4,Mainline,S,7846,0 +1205532,33.839851,-117.949454,12,Orange,I5-S,5,Mainline,S,7847,0 +1205541,33.843443,-117.955942,12,Orange,I5-S,4,Mainline,S,7848,0 +1212611,33.847169,-117.96276,12,Orange,I5-S,6,Mainline,S,7849,0 +1205572,33.85001,-117.968231,12,Orange,I5-S,6,Mainline,S,7850,0 +1205583,33.853961,-117.97494,12,Orange,I5-S,6,Mainline,S,7851,0 +1214006,33.854882,-117.976235,12,Orange,I5-S,4,Mainline,S,7852,0 +1205612,33.859063,-117.985205,12,Orange,I5-S,4,Mainline,S,7853,0 +1216506,33.860447,-117.987777,12,Orange,I5-S,4,Mainline,S,7854,0 +1205627,33.862901,-117.992155,12,Orange,I5-S,5,Mainline,S,7855,0 +1205632,33.865235,-117.996273,12,Orange,I5-S,5,Mainline,S,7856,0 +1216589,33.867596,-118.000667,12,Orange,I5-S,4,Mainline,S,7857,0 +1216530,33.869887,-118.005145,12,Orange,I5-S,5,Mainline,S,7858,0 +1205668,33.872567,-118.009266,12,Orange,I5-S,4,Mainline,S,7859,0 +1202590,33.774261,-118.034947,12,Orange,SR22-E,3,Mainline,E,7860,1 +1214853,33.774239,-118.029233,12,Orange,SR22-E,3,Mainline,E,7861,1 +1215236,33.774214,-118.023517,12,Orange,SR22-E,3,Mainline,E,7862,1 +1202595,33.774214,-118.023344,12,Orange,SR22-E,3,Mainline,E,7863,1 +1214869,33.774209,-118.0178,12,Orange,SR22-E,3,Mainline,E,7864,1 +1202614,33.774494,-118.010537,12,Orange,SR22-E,3,Mainline,E,7865,1 +1215092,33.774003,-118.006807,12,Orange,SR22-E,3,Mainline,E,7866,1 +1202627,33.772807,-118.004149,12,Orange,SR22-E,3,Mainline,E,7867,1 +1202648,33.771171,-117.994688,12,Orange,SR22-E,3,Mainline,E,7868,1 +1202691,33.770894,-117.989845,12,Orange,SR22-E,3,Mainline,E,7869,1 +1214938,33.770587,-117.984626,12,Orange,SR22-E,4,Mainline,E,7870,1 +1214955,33.769467,-117.979526,12,Orange,SR22-E,4,Mainline,E,7871,1 +1202705,33.767032,-117.976135,12,Orange,SR22-E,4,Mainline,E,7872,1 +1202720,33.765717,-117.969658,12,Orange,SR22-E,4,Mainline,E,7873,1 +1202742,33.765808,-117.958333,12,Orange,SR22-E,4,Mainline,E,7874,1 +1202753,33.765809,-117.955835,12,Orange,SR22-E,4,Mainline,E,7875,1 +1214988,33.765858,-117.951027,12,Orange,SR22-E,4,Mainline,E,7876,1 +1215003,33.76591,-117.946095,12,Orange,SR22-E,4,Mainline,E,7877,1 +1214805,33.765949,-117.941486,12,Orange,SR22-E,4,Mainline,E,7878,1 +1202779,33.765995,-117.935763,12,Orange,SR22-E,4,Mainline,E,7879,1 +1202785,33.766038,-117.929691,12,Orange,SR22-E,4,Mainline,E,7880,1 +1215252,33.766037,-117.929518,12,Orange,SR22-E,4,Mainline,E,7881,1 +1214894,33.76705,-117.922361,12,Orange,SR22-E,4,Mainline,E,7882,1 +1202827,33.768707,-117.917517,12,Orange,SR22-E,4,Mainline,E,7883,1 +1215017,33.77033,-117.913078,12,Orange,SR22-E,4,Mainline,E,7884,1 +1202844,33.773077,-117.907372,12,Orange,SR22-E,4,Mainline,E,7885,1 +1202855,33.775838,-117.901985,12,Orange,SR22-E,4,Mainline,E,7886,1 +1215043,33.778512,-117.895881,12,Orange,SR22-E,5,Mainline,E,7887,1 +1202885,33.778925,-117.889394,12,Orange,SR22-E,2,Mainline,E,7888,1 +1214715,33.778902,-117.88618,12,Orange,SR22-E,2,Mainline,E,7889,1 +1202901,33.778903,-117.882341,12,Orange,SR22-E,2,Mainline,E,7890,1 +1212170,33.778882,-117.875647,12,Orange,SR22-E,2,Mainline,E,7891,1 +1202921,33.77834,-117.872382,12,Orange,SR22-E,2,Mainline,E,7892,1 +1202949,33.778206,-117.862808,12,Orange,SR22-E,3,Mainline,E,7893,1 +1202964,33.776567,-117.855753,12,Orange,SR22-E,3,Mainline,E,7894,1 +1202977,33.77516,-117.850292,12,Orange,SR22-E,4,Mainline,E,7895,1 +1214881,33.775624,-117.846173,12,Orange,SR22-E,5,Mainline,E,7896,1 +1215026,33.776625,-117.838553,12,Orange,SR22-E,4,Mainline,E,7897,1 +1202574,33.774686,-118.038174,12,Orange,SR22-W,3,Mainline,W,7898,1 +1202564,33.774521,-118.036302,12,Orange,SR22-W,2,Mainline,W,7899,1 +1214854,33.774397,-118.029216,12,Orange,SR22-W,4,Mainline,W,7900,1 +1215248,33.774389,-118.02351,12,Orange,SR22-W,4,Mainline,W,7901,1 +1202599,33.77439,-118.023337,12,Orange,SR22-W,4,Mainline,W,7902,1 +1214871,33.774371,-118.017789,12,Orange,SR22-W,3,Mainline,W,7903,1 +1202610,33.774652,-118.010501,12,Orange,SR22-W,3,Mainline,W,7904,1 +1215091,33.774166,-118.006721,12,Orange,SR22-W,3,Mainline,W,7905,1 +1202631,33.772939,-118.004084,12,Orange,SR22-W,3,Mainline,W,7906,1 +1202663,33.771348,-117.994525,12,Orange,SR22-W,3,Mainline,W,7907,1 +1202676,33.771057,-117.989817,12,Orange,SR22-W,3,Mainline,W,7908,1 +1214939,33.770765,-117.984576,12,Orange,SR22-W,4,Mainline,W,7909,1 +1214954,33.769612,-117.979437,12,Orange,SR22-W,4,Mainline,W,7910,1 +1202701,33.767155,-117.976011,12,Orange,SR22-W,4,Mainline,W,7911,1 +1202724,33.765877,-117.96964,12,Orange,SR22-W,4,Mainline,W,7912,1 +1202738,33.765954,-117.959407,12,Orange,SR22-W,4,Mainline,W,7913,1 +1214972,33.765971,-117.955835,12,Orange,SR22-W,4,Mainline,W,7914,1 +1214987,33.766001,-117.951027,12,Orange,SR22-W,4,Mainline,W,7915,1 +1215002,33.76605,-117.946098,12,Orange,SR22-W,4,Mainline,W,7916,1 +1214806,33.766079,-117.94149,12,Orange,SR22-W,4,Mainline,W,7917,1 +1202766,33.766144,-117.935768,12,Orange,SR22-W,4,Mainline,W,7918,1 +1202789,33.766181,-117.929696,12,Orange,SR22-W,4,Mainline,W,7919,1 +1215250,33.766182,-117.929523,12,Orange,SR22-W,4,Mainline,W,7920,1 +1202803,33.767174,-117.922445,12,Orange,SR22-W,5,Mainline,W,7921,1 +1202814,33.768341,-117.919037,12,Orange,SR22-W,4,Mainline,W,7922,1 +1215018,33.770454,-117.91315,12,Orange,SR22-W,4,Mainline,W,7923,1 +1202840,33.773193,-117.907475,12,Orange,SR22-W,4,Mainline,W,7924,1 +1202859,33.775964,-117.902076,12,Orange,SR22-W,4,Mainline,W,7925,1 +1215044,33.77865,-117.895924,12,Orange,SR22-W,5,Mainline,W,7926,1 +1202872,33.779085,-117.889576,12,Orange,SR22-W,3,Mainline,W,7927,1 +1211641,33.779058,-117.886182,12,Orange,SR22-W,4,Mainline,W,7928,1 +1202912,33.779081,-117.882183,12,Orange,SR22-W,3,Mainline,W,7929,1 +1202929,33.779039,-117.875662,12,Orange,SR22-W,3,Mainline,W,7930,1 +1202917,33.778461,-117.872394,12,Orange,SR22-W,3,Mainline,W,7931,1 +1202938,33.778348,-117.863135,12,Orange,SR22-W,3,Mainline,W,7932,1 +1202960,33.776676,-117.855696,12,Orange,SR22-W,3,Mainline,W,7933,1 +1202981,33.775279,-117.850279,12,Orange,SR22-W,3,Mainline,W,7934,1 +1214882,33.775744,-117.846201,12,Orange,SR22-W,4,Mainline,W,7935,1 +1202993,33.776862,-117.838554,12,Orange,SR22-W,4,Mainline,W,7936,1 +1203021,33.651784,-117.908497,12,Orange,SR55-N,4,Mainline,N,7937,1 +1203035,33.655235,-117.905264,12,Orange,SR55-N,4,Mainline,N,7938,1 +1203057,33.661052,-117.899494,12,Orange,SR55-N,4,Mainline,N,7939,1 +1203071,33.665298,-117.895303,12,Orange,SR55-N,4,Mainline,N,7940,1 +1203082,33.671785,-117.888101,12,Orange,SR55-N,4,Mainline,N,7941,1 +1210205,33.672968,-117.886575,12,Orange,SR55-N,3,Mainline,N,7942,1 +1210190,33.676702,-117.882208,12,Orange,SR55-N,3,Mainline,N,7943,1 +1210172,33.681801,-117.877327,12,Orange,SR55-N,4,Mainline,N,7944,1 +1203090,33.685939,-117.873498,12,Orange,SR55-N,3,Mainline,N,7945,1 +1214373,33.688567,-117.870964,12,Orange,SR55-N,4,Mainline,N,7946,1 +1214321,33.691451,-117.868181,12,Orange,SR55-N,5,Mainline,N,7947,1 +1203124,33.698026,-117.861831,12,Orange,SR55-N,4,Mainline,N,7948,1 +1203148,33.699873,-117.860155,12,Orange,SR55-N,4,Mainline,N,7949,1 +1203172,33.708364,-117.85183,12,Orange,SR55-N,4,Mainline,N,7950,1 +1203184,33.711314,-117.848847,12,Orange,SR55-N,4,Mainline,N,7951,1 +1214253,33.716619,-117.843611,12,Orange,SR55-N,4,Mainline,N,7952,1 +1203221,33.726049,-117.83503,12,Orange,SR55-N,4,Mainline,N,7953,1 +1203254,33.732101,-117.833555,12,Orange,SR55-N,5,Mainline,N,7954,1 +1209860,33.737088,-117.833583,12,Orange,SR55-N,4,Mainline,N,7955,1 +1209873,33.739982,-117.83368,12,Orange,SR55-N,3,Mainline,N,7956,1 +1209888,33.741429,-117.833698,12,Orange,SR55-N,3,Mainline,N,7957,1 +1203303,33.749859,-117.831768,12,Orange,SR55-N,4,Mainline,N,7958,1 +1203331,33.759105,-117.830994,12,Orange,SR55-N,4,Mainline,N,7959,1 +1203342,33.762898,-117.830834,12,Orange,SR55-N,4,Mainline,N,7960,1 +1215811,33.767287,-117.830905,12,Orange,SR55-N,5,Mainline,N,7961,1 +1212938,33.773139,-117.830912,12,Orange,SR55-N,4,Mainline,N,7962,1 +1203400,33.790409,-117.830884,12,Orange,SR55-N,4,Mainline,N,7963,1 +1212842,33.797732,-117.831045,12,Orange,SR55-N,5,Mainline,N,7964,1 +1212863,33.800649,-117.831527,12,Orange,SR55-N,5,Mainline,N,7965,1 +1203428,33.809608,-117.831849,12,Orange,SR55-N,4,Mainline,N,7966,1 +1212916,33.812203,-117.831905,12,Orange,SR55-N,5,Mainline,N,7967,1 +1212901,33.817981,-117.831919,12,Orange,SR55-N,4,Mainline,N,7968,1 +1212955,33.823807,-117.83192,12,Orange,SR55-N,4,Mainline,N,7969,1 +1203468,33.837111,-117.834992,12,Orange,SR55-N,4,Mainline,N,7970,1 +1203016,33.651901,-117.908673,12,Orange,SR55-S,3,Mainline,S,7971,1 +1203040,33.655366,-117.905456,12,Orange,SR55-S,4,Mainline,S,7972,1 +1203050,33.661183,-117.899681,12,Orange,SR55-S,4,Mainline,S,7973,1 +1203076,33.665433,-117.895493,12,Orange,SR55-S,4,Mainline,S,7974,1 +1210220,33.671928,-117.888309,12,Orange,SR55-S,4,Mainline,S,7975,1 +1203084,33.673112,-117.88678,12,Orange,SR55-S,3,Mainline,S,7976,1 +1210189,33.676789,-117.882355,12,Orange,SR55-S,3,Mainline,S,7977,1 +1210173,33.681935,-117.87755,12,Orange,SR55-S,4,Mainline,S,7978,1 +1203095,33.686016,-117.873635,12,Orange,SR55-S,4,Mainline,S,7979,1 +1214322,33.691579,-117.868353,12,Orange,SR55-S,4,Mainline,S,7980,1 +1203110,33.697495,-117.862677,12,Orange,SR55-S,4,Mainline,S,7981,1 +1203136,33.699146,-117.861041,12,Orange,SR55-S,4,Mainline,S,7982,1 +1218332,33.705879,-117.854598,12,Orange,SR55-S,4,Mainline,S,7983,1 +1203188,33.711451,-117.849099,12,Orange,SR55-S,5,Mainline,S,7984,1 +1214215,33.71674,-117.843837,12,Orange,SR55-S,5,Mainline,S,7985,1 +1203206,33.723387,-117.837265,12,Orange,SR55-S,4,Mainline,S,7986,1 +1203239,33.73212,-117.833996,12,Orange,SR55-S,4,Mainline,S,7987,1 +1203266,33.739982,-117.833908,12,Orange,SR55-S,4,Mainline,S,7988,1 +1203271,33.741429,-117.833876,12,Orange,SR55-S,3,Mainline,S,7989,1 +1203317,33.75738,-117.831392,12,Orange,SR55-S,4,Mainline,S,7990,1 +1215809,33.767289,-117.83108,12,Orange,SR55-S,5,Mainline,S,7991,1 +1212935,33.773138,-117.831088,12,Orange,SR55-S,3,Mainline,S,7992,1 +1203361,33.784755,-117.831128,12,Orange,SR55-S,5,Mainline,S,7993,1 +1203387,33.788212,-117.831081,12,Orange,SR55-S,4,Mainline,S,7994,1 +1212840,33.797729,-117.831223,12,Orange,SR55-S,5,Mainline,S,7995,1 +1212865,33.800652,-117.831355,12,Orange,SR55-S,5,Mainline,S,7996,1 +1213274,33.809605,-117.832031,12,Orange,SR55-S,4,Mainline,S,7997,1 +1212903,33.817979,-117.832098,12,Orange,SR55-S,4,Mainline,S,7998,1 +1212957,33.823807,-117.832097,12,Orange,SR55-S,4,Mainline,S,7999,1 +1203440,33.830875,-117.834539,12,Orange,SR55-S,4,Mainline,S,8000,1 +1211907,33.78435,-117.879424,12,Orange,SR57-N,5,Mainline,N,8001,1 +1202011,33.787426,-117.879769,12,Orange,SR57-N,5,Mainline,N,8002,1 +1202024,33.790105,-117.879799,12,Orange,SR57-N,6,Mainline,N,8003,1 +1202053,33.794121,-117.878448,12,Orange,SR57-N,5,Mainline,N,8004,1 +1202067,33.795482,-117.877848,12,Orange,SR57-N,5,Mainline,N,8005,1 +1202093,33.805531,-117.880058,12,Orange,SR57-N,5,Mainline,N,8006,1 +1202118,33.808904,-117.879353,12,Orange,SR57-N,5,Mainline,N,8007,1 +1213741,33.811084,-117.878472,12,Orange,SR57-N,5,Mainline,N,8008,1 +1202146,33.81772,-117.876254,12,Orange,SR57-N,5,Mainline,N,8009,1 +1202172,33.820297,-117.875999,12,Orange,SR57-N,5,Mainline,N,8010,1 +1213105,33.825188,-117.875981,12,Orange,SR57-N,5,Mainline,N,8011,1 +1213122,33.83238,-117.875965,12,Orange,SR57-N,5,Mainline,N,8012,1 +1202201,33.837126,-117.87595,12,Orange,SR57-N,5,Mainline,N,8013,1 +1202230,33.839593,-117.875935,12,Orange,SR57-N,5,Mainline,N,8014,1 +1213036,33.842505,-117.875902,12,Orange,SR57-N,5,Mainline,N,8015,1 +1213041,33.846873,-117.875931,12,Orange,SR57-N,3,Mainline,N,8016,1 +1213672,33.851227,-117.875572,12,Orange,SR57-N,3,Mainline,N,8017,1 +1221212,33.857169,-117.875678,12,Orange,SR57-N,6,Mainline,N,8018,1 +1202263,33.862728,-117.877557,12,Orange,SR57-N,6,Mainline,N,8019,1 +1219462,33.869812,-117.879677,12,Orange,SR57-N,6,Mainline,N,8020,1 +1202308,33.880532,-117.88031,12,Orange,SR57-N,5,Mainline,N,8021,1 +1202337,33.888435,-117.880484,12,Orange,SR57-N,5,Mainline,N,8022,1 +1202365,33.891206,-117.880559,12,Orange,SR57-N,5,Mainline,N,8023,1 +1213087,33.896472,-117.880822,12,Orange,SR57-N,5,Mainline,N,8024,1 +1202380,33.900126,-117.881063,12,Orange,SR57-N,6,Mainline,N,8025,1 +1202408,33.909962,-117.883309,12,Orange,SR57-N,5,Mainline,N,8026,1 +1202436,33.913565,-117.882887,12,Orange,SR57-N,6,Mainline,N,8027,1 +1202464,33.929701,-117.879881,12,Orange,SR57-N,4,Mainline,N,8028,1 +1211870,33.940872,-117.875138,12,Orange,SR57-N,4,Mainline,N,8029,1 +1211954,33.777415,-117.874735,12,Orange,SR57-S,2,Mainline,S,8030,1 +1201998,33.783256,-117.880197,12,Orange,SR57-S,4,Mainline,S,8031,1 +1202040,33.792388,-117.879621,12,Orange,SR57-S,4,Mainline,S,8032,1 +1202078,33.804096,-117.88008,12,Orange,SR57-S,4,Mainline,S,8033,1 +1202105,33.806677,-117.880243,12,Orange,SR57-S,4,Mainline,S,8034,1 +1213742,33.811089,-117.878726,12,Orange,SR57-S,4,Mainline,S,8035,1 +1202132,33.816163,-117.876814,12,Orange,SR57-S,4,Mainline,S,8036,1 +1202160,33.818721,-117.876349,12,Orange,SR57-S,4,Mainline,S,8037,1 +1213106,33.825192,-117.876256,12,Orange,SR57-S,5,Mainline,S,8038,1 +1213121,33.832386,-117.876232,12,Orange,SR57-S,5,Mainline,S,8039,1 +1202186,33.835983,-117.876191,12,Orange,SR57-S,5,Mainline,S,8040,1 +1202215,33.838577,-117.876186,12,Orange,SR57-S,5,Mainline,S,8041,1 +1213133,33.842489,-117.876207,12,Orange,SR57-S,6,Mainline,S,8042,1 +1213721,33.846832,-117.876202,12,Orange,SR57-S,4,Mainline,S,8043,1 +1213673,33.851167,-117.875855,12,Orange,SR57-S,4,Mainline,S,8044,1 +1218170,33.857092,-117.876106,12,Orange,SR57-S,6,Mainline,S,8045,1 +1202248,33.862118,-117.87757,12,Orange,SR57-S,5,Mainline,S,8046,1 +1219461,33.869773,-117.879875,12,Orange,SR57-S,4,Mainline,S,8047,1 +1202278,33.872312,-117.880462,12,Orange,SR57-S,4,Mainline,S,8048,1 +1202290,33.87562,-117.880503,12,Orange,SR57-S,4,Mainline,S,8049,1 +1202322,33.886705,-117.880716,12,Orange,SR57-S,5,Mainline,S,8050,1 +1202353,33.889447,-117.880785,12,Orange,SR57-S,4,Mainline,S,8051,1 +1213088,33.896472,-117.881094,12,Orange,SR57-S,4,Mainline,S,8052,1 +1202373,33.900128,-117.881325,12,Orange,SR57-S,4,Mainline,S,8053,1 +1202394,33.90899,-117.883224,12,Orange,SR57-S,4,Mainline,S,8054,1 +1202422,33.91201,-117.883726,12,Orange,SR57-S,4,Mainline,S,8055,1 +1202451,33.92289,-117.880298,12,Orange,SR57-S,4,Mainline,S,8056,1 +1202475,33.94149,-117.874675,12,Orange,SR57-S,4,Mainline,S,8057,1 +1210440,33.545677,-117.674552,12,Orange,SR73-N,3,Mainline,N,8058,1 +1208701,33.550126,-117.675644,12,Orange,SR73-N,3,Mainline,N,8059,1 +1208760,33.554546,-117.677239,12,Orange,SR73-N,3,Mainline,N,8060,1 +1208886,33.557803,-117.683209,12,Orange,SR73-N,3,Mainline,N,8061,1 +1208789,33.559105,-117.689417,12,Orange,SR73-N,3,Mainline,N,8062,1 +1208942,33.562029,-117.693351,12,Orange,SR73-N,3,Mainline,N,8063,1 +1208944,33.564588,-117.695254,12,Orange,SR73-N,3,Mainline,N,8064,1 +1210477,33.567967,-117.698683,12,Orange,SR73-N,3,Mainline,N,8065,1 +1210478,33.571095,-117.702528,12,Orange,SR73-N,3,Mainline,N,8066,1 +1209020,33.574966,-117.70902,12,Orange,SR73-N,3,Mainline,N,8067,1 +1210488,33.575554,-117.710558,12,Orange,SR73-N,5,Mainline,N,8068,1 +1210523,33.577091,-117.714614,12,Orange,SR73-N,4,Mainline,N,8069,1 +1210543,33.580619,-117.720958,12,Orange,SR73-N,4,Mainline,N,8070,1 +1210560,33.583441,-117.724921,12,Orange,SR73-N,4,Mainline,N,8071,1 +1210573,33.585779,-117.72822,12,Orange,SR73-N,4,Mainline,N,8072,1 +1210582,33.58748,-117.733096,12,Orange,SR73-N,5,Mainline,N,8073,1 +1210590,33.588223,-117.740639,12,Orange,SR73-N,4,Mainline,N,8074,1 +1210598,33.589091,-117.744983,12,Orange,SR73-N,3,Mainline,N,8075,1 +1210600,33.590678,-117.749665,12,Orange,SR73-N,3,Mainline,N,8076,1 +1210601,33.591624,-117.755573,12,Orange,SR73-N,4,Mainline,N,8077,1 +1210609,33.593909,-117.76171,12,Orange,SR73-N,4,Mainline,N,8078,1 +1210618,33.595997,-117.764653,12,Orange,SR73-N,4,Mainline,N,8079,1 +1210628,33.598966,-117.770961,12,Orange,SR73-N,4,Mainline,N,8080,1 +1210637,33.599693,-117.776669,12,Orange,SR73-N,4,Mainline,N,8081,1 +1210647,33.601969,-117.782151,12,Orange,SR73-N,4,Mainline,N,8082,1 +1210659,33.602777,-117.786992,12,Orange,SR73-N,3,Mainline,N,8083,1 +1210744,33.607825,-117.801253,12,Orange,SR73-N,3,Mainline,N,8084,1 +1210736,33.609334,-117.806039,12,Orange,SR73-N,3,Mainline,N,8085,1 +1210728,33.610446,-117.812765,12,Orange,SR73-N,4,Mainline,N,8086,1 +1210715,33.611986,-117.815658,12,Orange,SR73-N,4,Mainline,N,8087,1 +1210705,33.614224,-117.817786,12,Orange,SR73-N,4,Mainline,N,8088,1 +1210696,33.616831,-117.819255,12,Orange,SR73-N,3,Mainline,N,8089,1 +1210687,33.620522,-117.822056,12,Orange,SR73-N,4,Mainline,N,8090,1 +1210679,33.623392,-117.828171,12,Orange,SR73-N,4,Mainline,N,8091,1 +1210661,33.626366,-117.831907,12,Orange,SR73-N,4,Mainline,N,8092,1 +1210571,33.629759,-117.837358,12,Orange,SR73-N,5,Mainline,N,8093,1 +1210561,33.631208,-117.842241,12,Orange,SR73-N,4,Mainline,N,8094,1 +1210536,33.632697,-117.847113,12,Orange,SR73-N,4,Mainline,N,8095,1 +1210524,33.635664,-117.852976,12,Orange,SR73-N,4,Mainline,N,8096,1 +1210505,33.638513,-117.856881,12,Orange,SR73-N,4,Mainline,N,8097,1 +1210487,33.643656,-117.859875,12,Orange,SR73-N,3,Mainline,N,8098,1 +1210474,33.646501,-117.860508,12,Orange,SR73-N,3,Mainline,N,8099,1 +1210465,33.650823,-117.8614,12,Orange,SR73-N,4,Mainline,N,8100,1 +1210456,33.654806,-117.864027,12,Orange,SR73-N,3,Mainline,N,8101,1 +1210446,33.655401,-117.86475,12,Orange,SR73-N,3,Mainline,N,8102,1 +1212455,33.659804,-117.870921,12,Orange,SR73-N,4,Mainline,N,8103,1 +1212463,33.663519,-117.87634,12,Orange,SR73-N,4,Mainline,N,8104,1 +1212473,33.67012,-117.883175,12,Orange,SR73-N,4,Mainline,N,8105,1 +1212479,33.674893,-117.887299,12,Orange,SR73-N,3,Mainline,N,8106,1 +1212489,33.683052,-117.894515,12,Orange,SR73-N,3,Mainline,N,8107,1 +1212496,33.686594,-117.897754,12,Orange,SR73-N,3,Mainline,N,8108,1 +1210441,33.545627,-117.674915,12,Orange,SR73-S,3,Mainline,S,8109,1 +1208703,33.550021,-117.676025,12,Orange,SR73-S,3,Mainline,S,8110,1 +1208758,33.554335,-117.677553,12,Orange,SR73-S,3,Mainline,S,8111,1 +1208809,33.557463,-117.683347,12,Orange,SR73-S,3,Mainline,S,8112,1 +1208941,33.558786,-117.689492,12,Orange,SR73-S,4,Mainline,S,8113,1 +1208943,33.56161,-117.693516,12,Orange,SR73-S,4,Mainline,S,8114,1 +1208945,33.564154,-117.695429,12,Orange,SR73-S,4,Mainline,S,8115,1 +1210476,33.567532,-117.698836,12,Orange,SR73-S,3,Mainline,S,8116,1 +1210479,33.570836,-117.702926,12,Orange,SR73-S,3,Mainline,S,8117,1 +1210749,33.573158,-117.706028,12,Orange,SR73-S,3,Mainline,S,8118,1 +1210491,33.575244,-117.71075,12,Orange,SR73-S,3,Mainline,S,8119,1 +1210527,33.576781,-117.714799,12,Orange,SR73-S,3,Mainline,S,8120,1 +1210551,33.580299,-117.721195,12,Orange,SR73-S,3,Mainline,S,8121,1 +1210570,33.583126,-117.725184,12,Orange,SR73-S,4,Mainline,S,8122,1 +1210574,33.585421,-117.728504,12,Orange,SR73-S,3,Mainline,S,8123,1 +1210583,33.587118,-117.733325,12,Orange,SR73-S,4,Mainline,S,8124,1 +1210589,33.587924,-117.740964,12,Orange,SR73-S,3,Mainline,S,8125,1 +1210597,33.588855,-117.745361,12,Orange,SR73-S,3,Mainline,S,8126,1 +1210599,33.590342,-117.750156,12,Orange,SR73-S,3,Mainline,S,8127,1 +1210602,33.59118,-117.755882,12,Orange,SR73-S,3,Mainline,S,8128,1 +1210610,33.593514,-117.761968,12,Orange,SR73-S,3,Mainline,S,8129,1 +1210619,33.595564,-117.764927,12,Orange,SR73-S,3,Mainline,S,8130,1 +1210629,33.59849,-117.771217,12,Orange,SR73-S,3,Mainline,S,8131,1 +1210638,33.599221,-117.776885,12,Orange,SR73-S,3,Mainline,S,8132,1 +1210648,33.601523,-117.78232,12,Orange,SR73-S,4,Mainline,S,8133,1 +1210660,33.602353,-117.787181,12,Orange,SR73-S,5,Mainline,S,8134,1 +1210745,33.607237,-117.801595,12,Orange,SR73-S,3,Mainline,S,8135,1 +1210737,33.608817,-117.806455,12,Orange,SR73-S,3,Mainline,S,8136,1 +1210729,33.610123,-117.813251,12,Orange,SR73-S,5,Mainline,S,8137,1 +1210716,33.611697,-117.816184,12,Orange,SR73-S,4,Mainline,S,8138,1 +1210706,33.614005,-117.8183,12,Orange,SR73-S,4,Mainline,S,8139,1 +1210697,33.616669,-117.819745,12,Orange,SR73-S,4,Mainline,S,8140,1 +1210688,33.620205,-117.822441,12,Orange,SR73-S,4,Mainline,S,8141,1 +1210678,33.623005,-117.828338,12,Orange,SR73-S,4,Mainline,S,8142,1 +1210669,33.625981,-117.832171,12,Orange,SR73-S,4,Mainline,S,8143,1 +1210572,33.629475,-117.837662,12,Orange,SR73-S,4,Mainline,S,8144,1 +1210552,33.630935,-117.842609,12,Orange,SR73-S,4,Mainline,S,8145,1 +1210542,33.632444,-117.847497,12,Orange,SR73-S,4,Mainline,S,8146,1 +1210525,33.635399,-117.853396,12,Orange,SR73-S,4,Mainline,S,8147,1 +1210504,33.638307,-117.857266,12,Orange,SR73-S,4,Mainline,S,8148,1 +1210494,33.640714,-117.859193,12,Orange,SR73-S,3,Mainline,S,8149,1 +1210489,33.643454,-117.86032,12,Orange,SR73-S,3,Mainline,S,8150,1 +1210475,33.646308,-117.860978,12,Orange,SR73-S,3,Mainline,S,8151,1 +1210466,33.650695,-117.861933,12,Orange,SR73-S,4,Mainline,S,8152,1 +1210455,33.65462,-117.864335,12,Orange,SR73-S,3,Mainline,S,8153,1 +1210447,33.655174,-117.865011,12,Orange,SR73-S,3,Mainline,S,8154,1 +1212454,33.659515,-117.871215,12,Orange,SR73-S,3,Mainline,S,8155,1 +1212464,33.66324,-117.876633,12,Orange,SR73-S,4,Mainline,S,8156,1 +1212472,33.669908,-117.88342,12,Orange,SR73-S,3,Mainline,S,8157,1 +1212480,33.67464,-117.887584,12,Orange,SR73-S,3,Mainline,S,8158,1 +1212484,33.68058,-117.892743,12,Orange,SR73-S,3,Mainline,S,8159,1 +1212495,33.686456,-117.898045,12,Orange,SR73-S,3,Mainline,S,8160,1 +1203495,33.858147,-118.032578,12,Orange,SR91-E,4,Mainline,E,8161,1 +1203506,33.856083,-118.026091,12,Orange,SR91-E,4,Mainline,E,8162,1 +1213891,33.855843,-118.020532,12,Orange,SR91-E,4,Mainline,E,8163,1 +1203536,33.855903,-118.011986,12,Orange,SR91-E,4,Mainline,E,8164,1 +1203561,33.855926,-118.008847,12,Orange,SR91-E,4,Mainline,E,8165,1 +1203589,33.855997,-117.998577,12,Orange,SR91-E,4,Mainline,E,8166,1 +1203615,33.856024,-117.995448,12,Orange,SR91-E,4,Mainline,E,8167,1 +1214063,33.856035,-117.991253,12,Orange,SR91-E,5,Mainline,E,8168,1 +1214118,33.856265,-117.984237,12,Orange,SR91-E,3,Mainline,E,8169,1 +1203642,33.856043,-117.972438,12,Orange,SR91-E,4,Mainline,E,8170,1 +1203654,33.854376,-117.967371,12,Orange,SR91-E,5,Mainline,E,8171,1 +1203679,33.853902,-117.95679,12,Orange,SR91-E,4,Mainline,E,8172,1 +1203704,33.854029,-117.938876,12,Orange,SR91-E,4,Mainline,E,8173,1 +1203762,33.853681,-117.912688,12,Orange,SR91-E,4,Mainline,E,8174,1 +1213060,33.853755,-117.907999,12,Orange,SR91-E,4,Mainline,E,8175,1 +1203788,33.853767,-117.905042,12,Orange,SR91-E,4,Mainline,E,8176,1 +1203793,33.853874,-117.897738,12,Orange,SR91-E,4,Mainline,E,8177,1 +1203825,33.853992,-117.887676,12,Orange,SR91-E,4,Mainline,E,8178,1 +1213986,33.853485,-117.885166,12,Orange,SR91-E,5,Mainline,E,8179,1 +1203831,33.850044,-117.876605,12,Orange,SR91-E,3,Mainline,E,8180,1 +1203850,33.848316,-117.872812,12,Orange,SR91-E,4,Mainline,E,8181,1 +1203866,33.846226,-117.864299,12,Orange,SR91-E,4,Mainline,E,8182,1 +1203886,33.847636,-117.856212,12,Orange,SR91-E,3,Mainline,E,8183,1 +1203922,33.848381,-117.85323,12,Orange,SR91-E,3,Mainline,E,8184,1 +1203927,33.849953,-117.846936,12,Orange,SR91-E,4,Mainline,E,8185,1 +1203957,33.851164,-117.838568,12,Orange,SR91-E,4,Mainline,E,8186,1 +1203984,33.850669,-117.814377,12,Orange,SR91-E,6,Mainline,E,8187,1 +1204010,33.852542,-117.811988,12,Orange,SR91-E,6,Mainline,E,8188,1 +1208108,33.85429,-117.80262,12,Orange,SR91-E,6,Mainline,E,8189,1 +1204038,33.854176,-117.791386,12,Orange,SR91-E,5,Mainline,E,8190,1 +1204064,33.855071,-117.787923,12,Orange,SR91-E,5,Mainline,E,8191,1 +1208121,33.858505,-117.780743,12,Orange,SR91-E,5,Mainline,E,8192,1 +1208147,33.862813,-117.771912,12,Orange,SR91-E,5,Mainline,E,8193,1 +1208161,33.867107,-117.763071,12,Orange,SR91-E,6,Mainline,E,8194,1 +1204091,33.870278,-117.744781,12,Orange,SR91-E,5,Mainline,E,8195,1 +1204117,33.870757,-117.741504,12,Orange,SR91-E,5,Mainline,E,8196,1 +1208180,33.869894,-117.73308,12,Orange,SR91-E,5,Mainline,E,8197,1 +1208199,33.866822,-117.722179,12,Orange,SR91-E,4,Mainline,E,8198,1 +1204142,33.866735,-117.71168,12,Orange,SR91-E,4,Mainline,E,8199,1 +1204153,33.868014,-117.708584,12,Orange,SR91-E,4,Mainline,E,8200,1 +1208226,33.871104,-117.701858,12,Orange,SR91-E,5,Mainline,E,8201,1 +1213680,33.871539,-117.68647,12,Orange,SR91-E,5,Mainline,E,8202,1 +1204181,33.870739,-117.6845,12,Orange,SR91-E,5,Mainline,E,8203,1 +1208240,33.869165,-117.68015,12,Orange,SR91-E,5,Mainline,E,8204,1 +1203481,33.859047,-118.034214,12,Orange,SR91-W,4,Mainline,W,8205,1 +1203513,33.856241,-118.026045,12,Orange,SR91-W,4,Mainline,W,8206,1 +1213892,33.856023,-118.020493,12,Orange,SR91-W,4,Mainline,W,8207,1 +1203524,33.856065,-118.014055,12,Orange,SR91-W,4,Mainline,W,8208,1 +1203549,33.856125,-118.008835,12,Orange,SR91-W,4,Mainline,W,8209,1 +1203573,33.856174,-118.001703,12,Orange,SR91-W,4,Mainline,W,8210,1 +1203604,33.856177,-117.998227,12,Orange,SR91-W,4,Mainline,W,8211,1 +1214062,33.85622,-117.991257,12,Orange,SR91-W,5,Mainline,W,8212,1 +1214117,33.856869,-117.984356,12,Orange,SR91-W,3,Mainline,W,8213,1 +1203631,33.857654,-117.976502,12,Orange,SR91-W,3,Mainline,W,8214,1 +1213398,33.856235,-117.972391,12,Orange,SR91-W,3,Mainline,W,8215,1 +1203649,33.854549,-117.967351,12,Orange,SR91-W,4,Mainline,W,8216,1 +1203665,33.853951,-117.961157,12,Orange,SR91-W,4,Mainline,W,8217,1 +1203692,33.854189,-117.943925,12,Orange,SR91-W,4,Mainline,W,8218,1 +1203718,33.853907,-117.926204,12,Orange,SR91-W,4,Mainline,W,8219,1 +1212725,33.853895,-117.912686,12,Orange,SR91-W,4,Mainline,W,8220,1 +1203774,33.853925,-117.907991,12,Orange,SR91-W,4,Mainline,W,8221,1 +1203799,33.854035,-117.897729,12,Orange,SR91-W,4,Mainline,W,8222,1 +1203813,33.854309,-117.891303,12,Orange,SR91-W,4,Mainline,W,8223,1 +1213985,33.85385,-117.885106,12,Orange,SR91-W,4,Mainline,W,8224,1 +1203845,33.849561,-117.875092,12,Orange,SR91-W,3,Mainline,W,8225,1 +1203861,33.848505,-117.872819,12,Orange,SR91-W,3,Mainline,W,8226,1 +1203871,33.847706,-117.870973,12,Orange,SR91-W,5,Mainline,W,8227,1 +1203896,33.847931,-117.855999,12,Orange,SR91-W,5,Mainline,W,8228,1 +1203909,33.848299,-117.854502,12,Orange,SR91-W,5,Mainline,W,8229,1 +1203931,33.850205,-117.846854,12,Orange,SR91-W,5,Mainline,W,8230,1 +1203944,33.851349,-117.838448,12,Orange,SR91-W,5,Mainline,W,8231,1 +1203972,33.849591,-117.816135,12,Orange,SR91-W,5,Mainline,W,8232,1 +1203998,33.851525,-117.813891,12,Orange,SR91-W,5,Mainline,W,8233,1 +1208110,33.854556,-117.802756,12,Orange,SR91-W,5,Mainline,W,8234,1 +1204023,33.854368,-117.793339,12,Orange,SR91-W,5,Mainline,W,8235,1 +1220832,33.854451,-117.791255,12,Orange,SR91-W,5,Mainline,W,8236,1 +1204052,33.854713,-117.789725,12,Orange,SR91-W,5,Mainline,W,8237,1 +1208134,33.858773,-117.780816,12,Orange,SR91-W,5,Mainline,W,8238,1 +1208151,33.863077,-117.772007,12,Orange,SR91-W,5,Mainline,W,8239,1 +1208176,33.867371,-117.763191,12,Orange,SR91-W,6,Mainline,W,8240,1 +1204076,33.870169,-117.747893,12,Orange,SR91-W,5,Mainline,W,8241,1 +1204105,33.870661,-117.744997,12,Orange,SR91-W,5,Mainline,W,8242,1 +1208190,33.870372,-117.733445,12,Orange,SR91-W,5,Mainline,W,8243,1 +1208208,33.867126,-117.722277,12,Orange,SR91-W,4,Mainline,W,8244,1 +1204159,33.866503,-117.715237,12,Orange,SR91-W,4,Mainline,W,8245,1 +1208230,33.871439,-117.701993,12,Orange,SR91-W,6,Mainline,W,8246,1 +1204168,33.873131,-117.689053,12,Orange,SR91-W,5,Mainline,W,8247,1 +1213686,33.872075,-117.686605,12,Orange,SR91-W,4,Mainline,W,8248,1 +1221092,33.871434,-117.685149,12,Orange,SR91-W,5,Mainline,W,8249,1 +1208260,33.869436,-117.680194,12,Orange,SR91-W,5,Mainline,W,8250,1 +1220745,33.596159,-117.760506,12,Orange,SR133-N,2,Mainline,N,8251,1 +1220750,33.602492,-117.760884,12,Orange,SR133-N,2,Mainline,N,8252,1 +1220755,33.609693,-117.759225,12,Orange,SR133-N,2,Mainline,N,8253,1 +1220760,33.616805,-117.756717,12,Orange,SR133-N,2,Mainline,N,8254,1 +1220765,33.625088,-117.757397,12,Orange,SR133-N,2,Mainline,N,8255,1 +1220770,33.630223,-117.761167,12,Orange,SR133-N,2,Mainline,N,8256,1 +1220775,33.637439,-117.760626,12,Orange,SR133-N,2,Mainline,N,8257,1 +1220786,33.64216,-117.761812,12,Orange,SR133-N,3,Mainline,N,8258,1 +1220780,33.642699,-117.761973,12,Orange,SR133-N,3,Mainline,N,8259,1 +1201066,33.661697,-117.754967,12,Orange,SR133-N,2,Mainline,N,8260,1 +1201076,33.663305,-117.753976,12,Orange,SR133-N,3,Mainline,N,8261,1 +1211784,33.667495,-117.753044,12,Orange,SR133-N,2,Mainline,N,8262,1 +1211770,33.672836,-117.753243,12,Orange,SR133-N,2,Mainline,N,8263,1 +1211760,33.676181,-117.752421,12,Orange,SR133-N,2,Mainline,N,8264,1 +1211750,33.680812,-117.748819,12,Orange,SR133-N,3,Mainline,N,8265,1 +1211740,33.683166,-117.746935,12,Orange,SR133-N,4,Mainline,N,8266,1 +1211731,33.687048,-117.743737,12,Orange,SR133-N,3,Mainline,N,8267,1 +1211724,33.690256,-117.741045,12,Orange,SR133-N,3,Mainline,N,8268,1 +1211717,33.694404,-117.737541,12,Orange,SR133-N,3,Mainline,N,8269,1 +1211706,33.698464,-117.733959,12,Orange,SR133-N,3,Mainline,N,8270,1 +1211692,33.70238,-117.72971,12,Orange,SR133-N,4,Mainline,N,8271,1 +1211682,33.706148,-117.726196,12,Orange,SR133-N,2,Mainline,N,8272,1 +1211663,33.709447,-117.724497,12,Orange,SR133-N,2,Mainline,N,8273,1 +1211653,33.71555,-117.721749,12,Orange,SR133-N,3,Mainline,N,8274,1 +1221271,33.591062,-117.759529,12,Orange,SR133-S,2,Mainline,S,8275,1 +1220816,33.596721,-117.760662,12,Orange,SR133-S,2,Mainline,S,8276,1 +1220811,33.602769,-117.7608,12,Orange,SR133-S,2,Mainline,S,8277,1 +1220805,33.609099,-117.759202,12,Orange,SR133-S,2,Mainline,S,8278,1 +1220800,33.616804,-117.756718,12,Orange,SR133-S,2,Mainline,S,8279,1 +1220795,33.625214,-117.75749,12,Orange,SR133-S,2,Mainline,S,8280,1 +1220790,33.630107,-117.761094,12,Orange,SR133-S,2,Mainline,S,8281,1 +1201054,33.66184,-117.7553,12,Orange,SR133-S,3,Mainline,S,8282,1 +1211787,33.667665,-117.753428,12,Orange,SR133-S,2,Mainline,S,8283,1 +1211772,33.673029,-117.753623,12,Orange,SR133-S,2,Mainline,S,8284,1 +1211761,33.676396,-117.752844,12,Orange,SR133-S,3,Mainline,S,8285,1 +1211752,33.68106,-117.74924,12,Orange,SR133-S,3,Mainline,S,8286,1 +1211741,33.683386,-117.747277,12,Orange,SR133-S,4,Mainline,S,8287,1 +1211732,33.687243,-117.744014,12,Orange,SR133-S,3,Mainline,S,8288,1 +1211725,33.690454,-117.741328,12,Orange,SR133-S,3,Mainline,S,8289,1 +1211716,33.694604,-117.737826,12,Orange,SR133-S,3,Mainline,S,8290,1 +1211708,33.698681,-117.734303,12,Orange,SR133-S,3,Mainline,S,8291,1 +1211693,33.702574,-117.730095,12,Orange,SR133-S,4,Mainline,S,8292,1 +1211665,33.710914,-117.72449,12,Orange,SR133-S,2,Mainline,S,8293,1 +1211654,33.715749,-117.722121,12,Orange,SR133-S,2,Mainline,S,8294,1 +1219252,33.90979,-117.85227,12,Orange,SR142-E,1,Mainline,E,8295,1 +1219257,33.918427,-117.847872,12,Orange,SR142-E,1,Mainline,E,8296,1 +1219264,33.923881,-117.847455,12,Orange,SR142-E,1,Mainline,E,8297,1 +1220561,33.922967,-117.839661,12,Orange,SR142-E,2,Mainline,E,8298,1 +1219268,33.92256,-117.838254,12,Orange,SR142-E,1,Mainline,E,8299,1 +1219104,33.921188,-117.828619,12,Orange,SR142-E,1,Mainline,E,8300,1 +1220578,33.922015,-117.816185,12,Orange,SR142-E,1,Mainline,E,8301,1 +1219278,33.922997,-117.813142,12,Orange,SR142-E,1,Mainline,E,8302,1 +1220588,33.92304,-117.812985,12,Orange,SR142-E,1,Mainline,E,8303,1 +1220593,33.924905,-117.806951,12,Orange,SR142-E,1,Mainline,E,8304,1 +1220599,33.929206,-117.797762,12,Orange,SR142-E,1,Mainline,E,8305,1 +1220609,33.937043,-117.791973,12,Orange,SR142-E,1,Mainline,E,8306,1 +1220603,33.937185,-117.791945,12,Orange,SR142-E,1,Mainline,E,8307,1 +1220613,33.942293,-117.78641,12,Orange,SR142-E,1,Mainline,E,8308,1 +1221248,33.923865,-117.847567,12,Orange,SR142-W,2,Mainline,W,8309,1 +1221255,33.922131,-117.831553,12,Orange,SR142-W,1,Mainline,W,8310,1 +1220579,33.922015,-117.816184,12,Orange,SR142-W,1,Mainline,W,8311,1 +1219279,33.922997,-117.813141,12,Orange,SR142-W,1,Mainline,W,8312,1 +1220589,33.92304,-117.812984,12,Orange,SR142-W,1,Mainline,W,8313,1 +1220594,33.924905,-117.80695,12,Orange,SR142-W,1,Mainline,W,8314,1 +1219274,33.929442,-117.797554,12,Orange,SR142-W,1,Mainline,W,8315,1 +1209531,33.63353,-117.599074,12,Orange,SR241-N,2,Mainline,N,8316,1 +1216039,33.634945,-117.599584,12,Orange,SR241-N,2,Mainline,N,8317,1 +1209542,33.637405,-117.600814,12,Orange,SR241-N,2,Mainline,N,8318,1 +1209558,33.645877,-117.605062,12,Orange,SR241-N,2,Mainline,N,8319,1 +1209577,33.647249,-117.605721,12,Orange,SR241-N,4,Mainline,N,8320,1 +1209585,33.651938,-117.612216,12,Orange,SR241-N,3,Mainline,N,8321,1 +1209598,33.653482,-117.620027,12,Orange,SR241-N,3,Mainline,N,8322,1 +1216002,33.654041,-117.621643,12,Orange,SR241-N,3,Mainline,N,8323,1 +1209606,33.655536,-117.62601,12,Orange,SR241-N,3,Mainline,N,8324,1 +1209614,33.658363,-117.632286,12,Orange,SR241-N,3,Mainline,N,8325,1 +1209652,33.666889,-117.647778,12,Orange,SR241-N,3,Mainline,N,8326,1 +1209669,33.668867,-117.652743,12,Orange,SR241-N,3,Mainline,N,8327,1 +1209685,33.672946,-117.663113,12,Orange,SR241-N,3,Mainline,N,8328,1 +1216048,33.673571,-117.664667,12,Orange,SR241-N,3,Mainline,N,8329,1 +1209621,33.674212,-117.666212,12,Orange,SR241-N,3,Mainline,N,8330,1 +1209634,33.677671,-117.671424,12,Orange,SR241-N,3,Mainline,N,8331,1 +1216019,33.678874,-117.672365,12,Orange,SR241-N,3,Mainline,N,8332,1 +1209644,33.681906,-117.67436,12,Orange,SR241-N,3,Mainline,N,8333,1 +1216067,33.68325,-117.675368,12,Orange,SR241-N,3,Mainline,N,8334,1 +1209567,33.688336,-117.681661,12,Orange,SR241-N,3,Mainline,N,8335,1 +1216070,33.689253,-117.682992,12,Orange,SR241-N,3,Mainline,N,8336,1 +1215823,33.694263,-117.690124,12,Orange,SR241-N,3,Mainline,N,8337,1 +1211204,33.697044,-117.695163,12,Orange,SR241-N,4,Mainline,N,8338,1 +1211218,33.699076,-117.699355,12,Orange,SR241-N,3,Mainline,N,8339,1 +1211236,33.702783,-117.707184,12,Orange,SR241-N,3,Mainline,N,8340,1 +1211248,33.70568,-117.713171,12,Orange,SR241-N,4,Mainline,N,8341,1 +1215987,33.705999,-117.713947,12,Orange,SR241-N,4,Mainline,N,8342,1 +1211264,33.707439,-117.716523,12,Orange,SR241-N,3,Mainline,N,8343,1 +1211276,33.709384,-117.718562,12,Orange,SR241-N,2,Mainline,N,8344,1 +1211285,33.714309,-117.720349,12,Orange,SR241-N,2,Mainline,N,8345,1 +1211296,33.718783,-117.719917,12,Orange,SR241-N,2,Mainline,N,8346,1 +1216118,33.720239,-117.719726,12,Orange,SR241-N,2,Mainline,N,8347,1 +1211309,33.723299,-117.719302,12,Orange,SR241-N,4,Mainline,N,8348,1 +1211317,33.728406,-117.71867,12,Orange,SR241-N,3,Mainline,N,8349,1 +1211325,33.73351,-117.718013,12,Orange,SR241-N,3,Mainline,N,8350,1 +1211334,33.737751,-117.71751,12,Orange,SR241-N,3,Mainline,N,8351,1 +1211343,33.741266,-117.717935,12,Orange,SR241-N,3,Mainline,N,8352,1 +1211352,33.746087,-117.720909,12,Orange,SR241-N,3,Mainline,N,8353,1 +1211360,33.749247,-117.725783,12,Orange,SR241-N,3,Mainline,N,8354,1 +1211368,33.751905,-117.730214,12,Orange,SR241-N,3,Mainline,N,8355,1 +1211378,33.756276,-117.732601,12,Orange,SR241-N,3,Mainline,N,8356,1 +1216161,33.757747,-117.732661,12,Orange,SR241-N,3,Mainline,N,8357,1 +1211387,33.76201,-117.732107,12,Orange,SR241-N,3,Mainline,N,8358,1 +1216170,33.763475,-117.732264,12,Orange,SR241-N,3,Mainline,N,8359,1 +1211395,33.766355,-117.733568,12,Orange,SR241-N,2,Mainline,N,8360,1 +1211490,33.770424,-117.738882,12,Orange,SR241-N,3,Mainline,N,8361,1 +1211499,33.774559,-117.744897,12,Orange,SR241-N,2,Mainline,N,8362,1 +1211509,33.780001,-117.747616,12,Orange,SR241-N,2,Mainline,N,8363,1 +1211560,33.785685,-117.745126,12,Orange,SR241-N,2,Mainline,N,8364,1 +1211574,33.788286,-117.741766,12,Orange,SR241-N,2,Mainline,N,8365,1 +1211585,33.791626,-117.736347,12,Orange,SR241-N,3,Mainline,N,8366,1 +1216210,33.792513,-117.734929,12,Orange,SR241-N,3,Mainline,N,8367,1 +1211424,33.794622,-117.731726,12,Orange,SR241-N,3,Mainline,N,8368,1 +1211433,33.798225,-117.72693,12,Orange,SR241-N,3,Mainline,N,8369,1 +1211445,33.803371,-117.724852,12,Orange,SR241-N,4,Mainline,N,8370,1 +1211451,33.808431,-117.722969,12,Orange,SR241-N,4,Mainline,N,8371,1 +1211461,33.813341,-117.719677,12,Orange,SR241-N,4,Mainline,N,8372,1 +1211471,33.818484,-117.717431,12,Orange,SR241-N,4,Mainline,N,8373,1 +1211515,33.824439,-117.715964,12,Orange,SR241-N,3,Mainline,N,8374,1 +1211528,33.829413,-117.716485,12,Orange,SR241-N,3,Mainline,N,8375,1 +1211535,33.832975,-117.717081,12,Orange,SR241-N,3,Mainline,N,8376,1 +1211550,33.839984,-117.717671,12,Orange,SR241-N,4,Mainline,N,8377,1 +1211628,33.844639,-117.716931,12,Orange,SR241-N,4,Mainline,N,8378,1 +1211626,33.850422,-117.71672,12,Orange,SR241-N,4,Mainline,N,8379,1 +1211624,33.856526,-117.716773,12,Orange,SR241-N,4,Mainline,N,8380,1 +1216081,33.861991,-117.716374,12,Orange,SR241-N,4,Mainline,N,8381,1 +1218990,33.633478,-117.599491,12,Orange,SR241-S,2,Mainline,S,8382,1 +1216040,33.634852,-117.600017,12,Orange,SR241-S,2,Mainline,S,8383,1 +1209548,33.640172,-117.602781,12,Orange,SR241-S,2,Mainline,S,8384,1 +1209578,33.646855,-117.606132,12,Orange,SR241-S,3,Mainline,S,8385,1 +1209586,33.651498,-117.612415,12,Orange,SR241-S,2,Mainline,S,8386,1 +1209594,33.653076,-117.620208,12,Orange,SR241-S,2,Mainline,S,8387,1 +1216001,33.653645,-117.621818,12,Orange,SR241-S,2,Mainline,S,8388,1 +1209615,33.657968,-117.632465,12,Orange,SR241-S,2,Mainline,S,8389,1 +1216006,33.667139,-117.649531,12,Orange,SR241-S,2,Mainline,S,8390,1 +1209674,33.669094,-117.654243,12,Orange,SR241-S,2,Mainline,S,8391,1 +1209684,33.67261,-117.663291,12,Orange,SR241-S,3,Mainline,S,8392,1 +1216049,33.673218,-117.664862,12,Orange,SR241-S,3,Mainline,S,8393,1 +1209622,33.673843,-117.666424,12,Orange,SR241-S,3,Mainline,S,8394,1 +1209632,33.677298,-117.671674,12,Orange,SR241-S,3,Mainline,S,8395,1 +1216018,33.678496,-117.672636,12,Orange,SR241-S,3,Mainline,S,8396,1 +1209646,33.681564,-117.674584,12,Orange,SR241-S,3,Mainline,S,8397,1 +1216068,33.682914,-117.675593,12,Orange,SR241-S,3,Mainline,S,8398,1 +1209568,33.688049,-117.681883,12,Orange,SR241-S,3,Mainline,S,8399,1 +1216077,33.68898,-117.683211,12,Orange,SR241-S,3,Mainline,S,8400,1 +1215822,33.694005,-117.690369,12,Orange,SR241-S,3,Mainline,S,8401,1 +1211206,33.696803,-117.695456,12,Orange,SR241-S,3,Mainline,S,8402,1 +1211221,33.698857,-117.699698,12,Orange,SR241-S,3,Mainline,S,8403,1 +1211229,33.700961,-117.704109,12,Orange,SR241-S,3,Mainline,S,8404,1 +1211247,33.705538,-117.71368,12,Orange,SR241-S,4,Mainline,S,8405,1 +1215986,33.705842,-117.714477,12,Orange,SR241-S,4,Mainline,S,8406,1 +1211266,33.707275,-117.717092,12,Orange,SR241-S,4,Mainline,S,8407,1 +1211278,33.709292,-117.719081,12,Orange,SR241-S,2,Mainline,S,8408,1 +1211286,33.714276,-117.720884,12,Orange,SR241-S,2,Mainline,S,8409,1 +1211298,33.718798,-117.72046,12,Orange,SR241-S,2,Mainline,S,8410,1 +1216119,33.720259,-117.72027,12,Orange,SR241-S,2,Mainline,S,8411,1 +1211310,33.723287,-117.719567,12,Orange,SR241-S,3,Mainline,S,8412,1 +1211318,33.728394,-117.718803,12,Orange,SR241-S,2,Mainline,S,8413,1 +1211326,33.733511,-117.71813,12,Orange,SR241-S,2,Mainline,S,8414,1 +1211335,33.73777,-117.717633,12,Orange,SR241-S,2,Mainline,S,8415,1 +1211344,33.741319,-117.718081,12,Orange,SR241-S,2,Mainline,S,8416,1 +1211353,33.746148,-117.721164,12,Orange,SR241-S,2,Mainline,S,8417,1 +1211361,33.74929,-117.726132,12,Orange,SR241-S,2,Mainline,S,8418,1 +1211369,33.752046,-117.730537,12,Orange,SR241-S,2,Mainline,S,8419,1 +1211379,33.756517,-117.732805,12,Orange,SR241-S,3,Mainline,S,8420,1 +1216162,33.758005,-117.7328,12,Orange,SR241-S,3,Mainline,S,8421,1 +1211388,33.762314,-117.732284,12,Orange,SR241-S,3,Mainline,S,8422,1 +1216171,33.763785,-117.732531,12,Orange,SR241-S,3,Mainline,S,8423,1 +1211396,33.766637,-117.734012,12,Orange,SR241-S,3,Mainline,S,8424,1 +1211491,33.770618,-117.739531,12,Orange,SR241-S,3,Mainline,S,8425,1 +1211501,33.774682,-117.745706,12,Orange,SR241-S,3,Mainline,S,8426,1 +1211510,33.780289,-117.7482,12,Orange,SR241-S,2,Mainline,S,8427,1 +1211562,33.786034,-117.745698,12,Orange,SR241-S,2,Mainline,S,8428,1 +1211575,33.788553,-117.74219,12,Orange,SR241-S,3,Mainline,S,8429,1 +1211586,33.791961,-117.73675,12,Orange,SR241-S,3,Mainline,S,8430,1 +1216211,33.792829,-117.735293,12,Orange,SR241-S,3,Mainline,S,8431,1 +1211425,33.794954,-117.732055,12,Orange,SR241-S,3,Mainline,S,8432,1 +1211434,33.798558,-117.727285,12,Orange,SR241-S,3,Mainline,S,8433,1 +1211444,33.803726,-117.725304,12,Orange,SR241-S,3,Mainline,S,8434,1 +1211455,33.808747,-117.72335,12,Orange,SR241-S,3,Mainline,S,8435,1 +1211465,33.81365,-117.720094,12,Orange,SR241-S,3,Mainline,S,8436,1 +1211475,33.818768,-117.71784,12,Orange,SR241-S,4,Mainline,S,8437,1 +1211522,33.824805,-117.717155,12,Orange,SR241-S,3,Mainline,S,8438,1 +1211531,33.829789,-117.717224,12,Orange,SR241-S,3,Mainline,S,8439,1 +1211539,33.83428,-117.717841,12,Orange,SR241-S,3,Mainline,S,8440,1 +1211634,33.840335,-117.718159,12,Orange,SR241-S,4,Mainline,S,8441,1 +1211629,33.844965,-117.717372,12,Orange,SR241-S,4,Mainline,S,8442,1 +1211627,33.850729,-117.717261,12,Orange,SR241-S,4,Mainline,S,8443,1 +1211625,33.856811,-117.717346,12,Orange,SR241-S,4,Mainline,S,8444,1 +1211410,33.862266,-117.717429,12,Orange,SR241-S,5,Mainline,S,8445,1 +1212281,33.712252,-117.800349,12,Orange,SR261-N,3,Mainline,N,8446,1 +1212292,33.715376,-117.797696,12,Orange,SR261-N,2,Mainline,N,8447,1 +1212303,33.717083,-117.795181,12,Orange,SR261-N,3,Mainline,N,8448,1 +1212310,33.720342,-117.789435,12,Orange,SR261-N,2,Mainline,N,8449,1 +1212320,33.72367,-117.782735,12,Orange,SR261-N,2,Mainline,N,8450,1 +1212333,33.727564,-117.777645,12,Orange,SR261-N,2,Mainline,N,8451,1 +1212347,33.733387,-117.772751,12,Orange,SR261-N,1,Mainline,N,8452,1 +1212362,33.738979,-117.768065,12,Orange,SR261-N,3,Mainline,N,8453,1 +1212372,33.74498,-117.765231,12,Orange,SR261-N,3,Mainline,N,8454,1 +1212382,33.749991,-117.764319,12,Orange,SR261-N,3,Mainline,N,8455,1 +1212390,33.754,-117.763603,12,Orange,SR261-N,3,Mainline,N,8456,1 +1212398,33.758685,-117.76135,12,Orange,SR261-N,3,Mainline,N,8457,1 +1212405,33.762966,-117.759099,12,Orange,SR261-N,3,Mainline,N,8458,1 +1212414,33.766351,-117.758414,12,Orange,SR261-N,3,Mainline,N,8459,1 +1212423,33.769642,-117.75831,12,Orange,SR261-N,3,Mainline,N,8460,1 +1212431,33.77449,-117.757935,12,Orange,SR261-N,3,Mainline,N,8461,1 +1212441,33.779145,-117.75497,12,Orange,SR261-N,3,Mainline,N,8462,1 +1212282,33.7124,-117.800638,12,Orange,SR261-S,2,Mainline,S,8463,1 +1212302,33.717315,-117.795434,12,Orange,SR261-S,2,Mainline,S,8464,1 +1212311,33.720604,-117.789693,12,Orange,SR261-S,2,Mainline,S,8465,1 +1212319,33.723902,-117.782999,12,Orange,SR261-S,2,Mainline,S,8466,1 +1212336,33.727725,-117.777924,12,Orange,SR261-S,3,Mainline,S,8467,1 +1212348,33.733529,-117.773023,12,Orange,SR261-S,1,Mainline,S,8468,1 +1212359,33.739132,-117.768378,12,Orange,SR261-S,2,Mainline,S,8469,1 +1212374,33.745156,-117.765643,12,Orange,SR261-S,2,Mainline,S,8470,1 +1212383,33.750147,-117.764687,12,Orange,SR261-S,2,Mainline,S,8471,1 +1212391,33.754147,-117.763983,12,Orange,SR261-S,2,Mainline,S,8472,1 +1212407,33.758827,-117.761762,12,Orange,SR261-S,2,Mainline,S,8473,1 +1212406,33.763114,-117.759498,12,Orange,SR261-S,2,Mainline,S,8474,1 +1212415,33.766516,-117.758825,12,Orange,SR261-S,2,Mainline,S,8475,1 +1212424,33.769824,-117.758692,12,Orange,SR261-S,2,Mainline,S,8476,1 +1212432,33.7747,-117.758346,12,Orange,SR261-S,2,Mainline,S,8477,1 +1212443,33.779357,-117.75529,12,Orange,SR261-S,2,Mainline,S,8478,1 +1211066,33.646486,-117.741156,12,Orange,I405-N,3,Mainline,N,8479,0 +1201100,33.64809,-117.746598,12,Orange,I405-N,5,Mainline,N,8480,0 +1201125,33.648958,-117.74955,12,Orange,I405-N,6,Mainline,N,8481,0 +1209092,33.651141,-117.757101,12,Orange,I405-N,5,Mainline,N,8482,0 +1209162,33.652204,-117.763194,12,Orange,I405-N,6,Mainline,N,8483,0 +1209176,33.65368,-117.770173,12,Orange,I405-N,5,Mainline,N,8484,0 +1213963,33.657928,-117.777952,12,Orange,I405-N,4,Mainline,N,8485,0 +1201159,33.659163,-117.780107,12,Orange,I405-N,5,Mainline,N,8486,0 +1209059,33.661319,-117.784046,12,Orange,I405-N,5,Mainline,N,8487,0 +1201185,33.663379,-117.793258,12,Orange,I405-N,4,Mainline,N,8488,0 +1201211,33.663798,-117.796176,12,Orange,I405-N,4,Mainline,N,8489,0 +1201222,33.666407,-117.812902,12,Orange,I405-N,4,Mainline,N,8490,0 +1209076,33.66659,-117.813561,12,Orange,I405-N,4,Mainline,N,8491,0 +1201254,33.669218,-117.821657,12,Orange,I405-N,4,Mainline,N,8492,0 +1201283,33.670291,-117.824699,12,Orange,I405-N,5,Mainline,N,8493,0 +1201298,33.672851,-117.832271,12,Orange,I405-N,5,Mainline,N,8494,0 +1201333,33.676465,-117.842488,12,Orange,I405-N,5,Mainline,N,8495,0 +1201365,33.677945,-117.845871,12,Orange,I405-N,5,Mainline,N,8496,0 +1201399,33.682442,-117.85598,12,Orange,I405-N,5,Mainline,N,8497,0 +1209204,33.686072,-117.864081,12,Orange,I405-N,6,Mainline,N,8498,0 +1201430,33.686795,-117.866348,12,Orange,I405-N,4,Mainline,N,8499,0 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lane_count_regression + - traffic_flow_forecasting diff --git a/LargeST/input_multimodal/time_series/day_of_week/calendar_2019.csv b/LargeST/input_multimodal/time_series/day_of_week/calendar_2019.csv new file mode 100644 index 0000000000000000000000000000000000000000..df84bb2bdbf3274c0aff97f612e29b915d00f9e7 --- /dev/null +++ b/LargeST/input_multimodal/time_series/day_of_week/calendar_2019.csv @@ -0,0 +1,35041 @@ +timestamp,day_of_week,hour_of_day,minute_of_hour,is_weekend +2019-01-01 00:00:00,1,0,0,0 +2019-01-01 00:15:00,1,0,15,0 +2019-01-01 00:30:00,1,0,30,0 +2019-01-01 00:45:00,1,0,45,0 +2019-01-01 01:00:00,1,1,0,0 +2019-01-01 01:15:00,1,1,15,0 +2019-01-01 01:30:00,1,1,30,0 +2019-01-01 01:45:00,1,1,45,0 +2019-01-01 02:00:00,1,2,0,0 +2019-01-01 02:15:00,1,2,15,0 +2019-01-01 02:30:00,1,2,30,0 +2019-01-01 02:45:00,1,2,45,0 +2019-01-01 03:00:00,1,3,0,0 +2019-01-01 03:15:00,1,3,15,0 +2019-01-01 03:30:00,1,3,30,0 +2019-01-01 03:45:00,1,3,45,0 +2019-01-01 04:00:00,1,4,0,0 +2019-01-01 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a/LargeST/input_multimodal/time_series/day_of_week/series.yaml b/LargeST/input_multimodal/time_series/day_of_week/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f083c0ffc3d3169c06134d6f61b1c597830d8d77 --- /dev/null +++ b/LargeST/input_multimodal/time_series/day_of_week/series.yaml @@ -0,0 +1,30 @@ +series_id: day_of_week +series_type: sample_level +temporal_granularity: 900 + +file_name: calendar_2019.csv +variables_mode: multiple +variables: + day_of_week: + dtype: int + description: day of week for each timestamp + hour_of_day: + dtype: int + description: hour of day for each timestamp + minute_of_hour: + dtype: int + description: minute of hour for each timestamp + is_weekend: + dtype: int + description: weekend indicator for each timestamp + +index: + time_column: timestamp + feature_column: + - day_of_week + - hour_of_day + - minute_of_hour + - is_weekend + +missing_policy: + missing_timetamp: fill_zero diff --git a/LargeST/input_multimodal/time_series/traffic_flow/ca_his_2019.h5 b/LargeST/input_multimodal/time_series/traffic_flow/ca_his_2019.h5 new file mode 100644 index 0000000000000000000000000000000000000000..817141228338ee9814fd9dd80598d720f5367164 --- /dev/null +++ b/LargeST/input_multimodal/time_series/traffic_flow/ca_his_2019.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ea8518d540db1b63859fc7ac72b86a31523d29be233462f7c0b1428cc705ffe +size 2411192312 diff --git a/LargeST/input_multimodal/time_series/traffic_flow/series.yaml b/LargeST/input_multimodal/time_series/traffic_flow/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..771086b9aa01f314e412b943fee561022176a256 --- /dev/null +++ b/LargeST/input_multimodal/time_series/traffic_flow/series.yaml @@ -0,0 +1,19 @@ +series_id: traffic_flow +series_type: sample_level +temporal_granularity: 900 + +file_name: ca_his_2019.h5 +variables_mode: single +variables: + traffic_flow: + dtype: float + description: traffic flow at the sensor + +index: + id_column: ID + time_column: timestamp + feature_column: + - traffic_flow + +missing_policy: + missing_timetamp: fill_zero diff --git a/LargeST/tasks/general_task.yaml b/LargeST/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..123d722815956aa2d6218a61408367159cbec791 --- /dev/null +++ b/LargeST/tasks/general_task.yaml @@ -0,0 +1,74 @@ +# ============================================================ +# LargeST_protocol/tasks/general_task.yaml +# ============================================================ +# Purpose: +# - This file contains only processing rules shared by all tasks and naming conventions. + +# Recommended reading order for each task.yaml: +# 1) Start with sample in each task.yaml: what constitutes one sample. +# 2) Read inputs: what the model can access at inference time. +# 3) Read prediction: what the model should predict. +# 4) Finally, read leakage: which columns must be excluded from model inputs. +# ============================================================ + +general_defaults: + # ------------------------------------------------------------ + # Default input processing rules. + # Note: these are processing defaults, not input field defaults. + # These rules specify how to process time series, tabular, or graph inputs when a task uses them, + # but do not automatically add any input fields to a task. + # ------------------------------------------------------------ + input_processing: + tabular_static: + # Unique identifier column for sensors / road segments in LargeST. + # This column is used only to join labels, splits, and metadata. + id_column: ID + + time_series: + # LargeST historical traffic flow data typically uses timestamp as the time axis and sensor IDs as columns. + timestamp_column: timestamp + id_column: ID + timezone: UTC + + sampling: + # LargeST raw historical traffic flow data typically has a 15-minute resolution. + # If your h5 file has been preprocessed to a different resolution, override this in the specific task. + native_rate: 15min + + # By default, the task resolution matches the native resolution. + # For example, override this to 1h in task.yaml for a ranking task with hourly decisions. + task_rate: 15min + + # Use this aggregation method when task_rate is coarser than native_rate, for example 15min -> 1h. + # mean is suitable for average traffic flow; sum is suitable for cumulative flow counts, subject to the data semantics. + downsample_method: mean + + # Use this interpolation method when task_rate is finer than native_rate, for example 15min -> 5min. This task configuration is generally not recommended. + # ffill forward-fills using the most recent observation. + upsample_method: ffill + + graph: + # Graph inputs are static by default, for example LargeST's adj.npy. + # Future dynamic graphs, such as event-induced or construction-impact graphs, can be configured in individual tasks. + directed: false + weighted: true + + + # ------------------------------------------------------------ + # Standard split names. + # Use these standard values in splits.csv to avoid mixing train/val/valid/dev. + # ------------------------------------------------------------ + split_names: + train: train + validation: val + test: test + + # ------------------------------------------------------------ + # Inheritance rules. + # A task can set inherit_general: true to inherit this file's processing defaults. + # Note: inheritance only affects default rules such as input_processing / columns / split_names, + # and does not automatically inherit any specific input fields. + # ------------------------------------------------------------ + inheritance: + default_inherit_general: true + merge_strategy: recursive_override diff --git a/LargeST/tasks/lane_count_regression/labels.csv b/LargeST/tasks/lane_count_regression/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..242ae49bff2c5c512b8e8fc185b04a18e3e6ee2a --- /dev/null +++ b/LargeST/tasks/lane_count_regression/labels.csv @@ -0,0 +1,8601 @@ +ID,target_value +308511,2.0 +308512,2.0 +311974,5.0 +312010,5.0 +312098,4.0 +312103,4.0 +312132,2.0 +312133,3.0 +312134,2.0 +312139,5.0 +312205,4.0 +312233,3.0 +312236,4.0 +312264,4.0 +312326,4.0 +312343,3.0 +312346,3.0 +312382,3.0 +312386,3.0 +312388,3.0 +312420,3.0 +312421,3.0 +312422,3.0 +312425,3.0 +312439,4.0 +312513,3.0 +312514,3.0 +312517,3.0 +312520,3.0 +312523,3.0 +312525,3.0 +312527,3.0 +312562,4.0 +312564,4.0 +312566,3.0 +312570,2.0 +312648,2.0 +312651,3.0 +312689,4.0 +312694,4.0 +312745,3.0 +312757,5.0 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+506800131,train,0 +506800141,test,0 diff --git a/LargeST/tasks/lane_count_regression/task.yaml b/LargeST/tasks/lane_count_regression/task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9cd12c88a7462a53227afdbf7e3c14395a414c8c --- /dev/null +++ b/LargeST/tasks/lane_count_regression/task.yaml @@ -0,0 +1,88 @@ + + +# ============================================================ +# Task: lane_count_regression +# ============================================================ +# Task objective: +# - Predict the lane count, Lanes, from static attributes of LargeST road segments / sensors. +# - This is an episode-level regression task: each ID corresponds to one static sample. +# +# Core semantics: +# - sample is a road_segment / sensor ID. +# - inputs are the static attributes available to the model. +# - prediction.target.column = Lanes is the regression target the model should predict. +# - Lanes must not be an input field, as this would directly leak the label. +# ============================================================ + +task: + id: lane_count_regression # Unique task ID; keep it consistent with the directory name. + type: episode_regression # Task type: output one continuous value or numeric label per sample. + description: > + Predict the number of lanes for each LargeST road segment / sensor episode + using static metadata features. + +inherit_general: true + +sample: + primary_key: ID # ID joins labels.csv, splits.csv, and the static attribute table. + +inputs: + # ------------------------------------------------------------ + # Static tabular inputs. + # ------------------------------------------------------------ + tabular_static: + source: largeST_static_metadata # Refers to the static attribute table in data_refs.tabular_static. + + # Explicitly list the static fields available to the model. + # The following fields are common in LargeST / PeMS road metadata and may help predict lane count. + # If the column names in your metadata file differ, update them here accordingly. + fields: + - Lat + - Lng + - District + - County + - Fwy + - Lanes + - Type + - Direction + + + time_series: + - fields: traffic_flow # Historical time series fields available to the model. + source: traffic_flow_ca_2019 # Refers to the underlying LargeST h5 file defined in data_refs.time_series. + + window: + length: 1344 + unit: 15min + + graph: + source: road_distance_graph + + +prediction: + field: Lanes # Supervision column in labels.csv. + + +leakage: + forbidden_input_columns: + - Lanes # Target column; it must never be used as an input. + - ID # The primary key is used only for joins / indexing. + + # If Fwy reveals too much about lane count, move it here from inputs.tabular_static.fields. + # - Fwy + +data_refs: + tabular_static: + largeST_static_metadata: + file: All_Datasets/LargeST_ca_full/input_multimodal/ca_meta.csv # Adjust this to the actual file location; relative paths are preferred. + id_column: ID + + time_series: + traffic_flow_ca_2019: + file: All_Datasets/LargeST_ca_full/input_multimodal/time_series/traffic_flow/ca_his_2019.h5 + value_field: traffic_flow + native_grid_minutes: 15 + + graph: + road_distance_graph: + file: All_Datasets/LargeST_ca_full/input_multimodal/node_level_task_graphs/road_distance_graph/edge_infos.csv \ No newline at end of file diff --git a/LargeST/tasks/traffic_flow_forecasting/labels.csv b/LargeST/tasks/traffic_flow_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..15b2bb56b6d71938cbb83109817a13489c3d1e20 --- /dev/null +++ b/LargeST/tasks/traffic_flow_forecasting/labels.csv @@ -0,0 +1,2106 @@ +timestamp,t_index,context_start_index,context_end_index_exclusive,forecast_start_index,forecast_end_index_exclusive,target_series_ref,target_tensor_shape +2019-01-15T00:00:00,1344,0,1344,1345,1361,traffic_flow_ca_2019,"[8600,16,1]" +2019-01-15T04:00:00,1360,16,1360,1361,1377,traffic_flow_ca_2019,"[8600,16,1]" 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+2019-12-31T04:00:00,test,0 +2019-12-31T08:00:00,test,0 +2019-12-31T12:00:00,test,0 +2019-12-31T16:00:00,test,0 diff --git a/LargeST/tasks/traffic_flow_forecasting/task.yaml b/LargeST/tasks/traffic_flow_forecasting/task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0f1923bbd6eebaea8a49cacbf408d0be08be907d --- /dev/null +++ b/LargeST/tasks/traffic_flow_forecasting/task.yaml @@ -0,0 +1,112 @@ + +# ============================================================ +# Task: traffic_flow_forecasting +# ============================================================ +# Task objective: +# - Use a historical window of LargeST traffic_flow to predict a future window. +# - This is a typical multisensor time series forecasting task. +# +# Core semantics: +# - sample defines one sample: a decision timestamp. +# - inputs defines what the model can access: historical traffic_flow before timestamp, +# plus future covariates known at prediction time, such as day_of_week. +# - prediction defines what to predict: the traffic_flow sequence over the future horizon. +# - leakage defines which future values must be excluded from inputs: future traffic_flow must never be an input. +# ============================================================ + +task: + id: traffic_flow_forecasting # Unique task ID; keep it consistent with the directory name for automatic discovery by scripts. + type: time_series_forecasting # Task type: time series forecasting. + description: > + Predict future LargeST traffic_flow from historical traffic_flow. + Each sample corresponds to one decision timestamp, and labels are stored + by index reference to avoid expanding all sensor-by-time targets into labels.csv. + +# Whether to inherit the general processing rules in ../general_task.yaml. +inherit_general: true + +sample: + primary_key: timestamp + + # Label storage mode. + # index_reference: labels.csv does not expand every (ID, timestamp, horizon) label; + # instead, reference columns point to the underlying time series file. + # long_table: labels.csv stores each target value in a separate row; this is larger but easier to inspect. + label_mode: index_reference + +inputs: + # ------------------------------------------------------------ + # Model input 1: historical traffic flow. + # ------------------------------------------------------------ + time_series: + - fields: traffic_flow # Historical time series fields available to the model. + source: traffic_flow_ca_2019 # Refers to the underlying LargeST h5 file defined in data_refs.time_series. + + window: + length: 64 # The history window contains 672 task time steps. + unit: 15min # Each step is 15 minutes, so the model sees the past 7 days. + + sampling: # Optional configuration; set this here if the raw data is not sampled every 15min. + native_rate: 15min # Native sampling resolution of the LargeST h5 file. + task_rate: 15min # Input resolution for this task, matching the native resolution. + downsample_method: mean # If changed to 1h, use mean to aggregate four 15min observations. + upsample_method: ffill # If changed to a finer resolution, use forward filling. + + + + tabular_static: + source: largeST_static_metadata # Refers to the static attribute table in data_refs.tabular_static. + + fields: + - Lat + - Lng + - District + - County + - Fwy + - Lanes + - Type + - Direction + + + graph: + source: road_distance_graph + +prediction: + field: traffic_flow # Target variable to predict. + source: traffic_flow_ca_2019 # Target values come from the same LargeST historical traffic flow h5 file. + + horizon: + length: 16 # Predict the next 16 time steps. + unit: 15min # Each step is 15 minutes, so the forecast covers the next 4 hours. + starts_after: timestamp # The future window starts after sample.timestamp. + + stride: 16 # Timestamps of adjacent samples are 16 task time steps apart. + + label_storage: + ref_column: target_series_ref # Reference column in labels.csv pointing to the underlying target sequence. + shape_column: target_tensor_shape # Column in labels.csv recording the target tensor shape, for example [num_nodes, horizon, num_fields]. + +leakage: + + observed_past_only_columns: + - traffic_flow # traffic_flow can only be a historical input; future traffic_flow is the prediction target and must not be an input. + + + +data_refs: + time_series: + - traffic_flow_ca_2019: + file: All_Datasets/LargeST_ca_full/input_multimodal/time_series/traffic_flow/ca_his_2019.h5 # LargeST California 2019 historical traffic flow file. + value_field: traffic_flow # Semantics of the corresponding variable in the h5 file. + native_grid_minutes: 15 # The native time grid is 15 minutes. + + + + tabular_static: + largeST_static_metadata: + file: All_Datasets/LargeST_ca_full/input_multimodal/ca_meta.csv # Static sensor attribute table. + id_column: ID + + graph: + road_distance_graph: + file: All_Datasets/LargeST_ca_full/input_multimodal/node_level_task_graphs/road_distance_graph/edge_infos.csv diff --git a/M5/.DS_Store b/M5/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..06bbb2fcadd27af9ca85820f67b7e58235532ba1 Binary files /dev/null and b/M5/.DS_Store differ diff --git a/M5/dataset.py b/M5/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..30aa34cb8004498fe47cb05807f2a959c989eebd --- /dev/null +++ b/M5/dataset.py @@ -0,0 +1,426 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml + +# Record whether the required fields are provided. +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + Read all related configuration files, starting from dataset.yaml. + + Args: + dataset_yaml_path: Path to dataset.yaml. + + Returns: + A dictionary containing all configurations. + """ + # Get the protocol directory path. + protocol_dir = Path(dataset_yaml_path).parent + + # 1. Read dataset.yaml. + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. Read graph configurations. + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. Read time series configurations. + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. Combine all configurations. + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # Return an existing path from the candidate paths. + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # Generate all candidate storage paths. + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # Parse each column in meta_df and convert the data to a dictionary. + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + Required information in the graph dictionary includes: + - A sparse adjacency list + - The weight of each edge + - Edge features (optional) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # Add graph features to the dictionary if they are available. + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # Use mode to distinguish single-variable and multivariable data. + + if variables_mode == "single": # For a single variable, the index is timestamp, column names are sample_id values, and the feature name is series_id. + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # For multiple variables, the columns are sample_id, timestamp, feature_name1, feature_name2, ... + # Extract timestamps and feature values in timestamp order, using the structure feature_name*: {sample_id: [values]}. + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# Read all YAML files into one configuration. +class MultiModalDataset(LoadedDataset): + """ + Use the configuration returned by ``read_all_configs`` to resolve protocol paths under ``dataset_dir`` and load tables. + + ``dataset_dir`` is usually the protocol root containing ``input_multimodal/`` and ``dataset.yaml``, + or an equivalent data root. Path resolution tries ``dataset_dir/`` and + ``dataset_dir/input_multimodal/...``, among other candidate locations, in order. + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # Read meta_features data. + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # Parse meta_df. + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # If both id_col_graph and id_col_time_series exist, build a mapping between them to align the two modalities. + # By default, map time series IDs from id_col_time_series to graph IDs in id_col_graph. + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # Read graph data. + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # Graph level, for example: node_level_task_graph, graph_level_task_graph. + graph_directed = gcfg.get("directed") # Graph type, for example: directed, undirected. + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # Graph features, for example: edge_features. + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # Continue parsing individual graph features. + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # Load graph data into the dictionary. + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + + print("--- 结构校验 (True/False) ---") + mf = dataset.meta_features if isinstance(dataset.meta_features, dict) else {} + feats = mf.get("features") + if isinstance(feats, dict): + print("meta_features['features'] 为 dict: True") + else: + print("meta_features['features'] 为 dict: False") + + if isinstance(dataset.graphs, dict): + print("dataset.graphs 为 dict: True") + else: + print("dataset.graphs 为 dict: False") + + if isinstance(dataset.graphs, dict) and "item_graph" in dataset.graphs: + print("graphs 含 item_graph: True") + else: + print("graphs 含 item_graph: False") + + if isinstance(dataset.graphs, dict) and isinstance(dataset.graphs.get("item_graph"), dict): + print("graphs['item_graph'] 为 dict: True") + else: + print("graphs['item_graph'] 为 dict: False") + + if isinstance(dataset.time_series, dict): + print("dataset.time_series 为 dict: True") + else: + print("dataset.time_series 为 dict: False") + + _ts_fields = ("variables_mode", "timestamp", "value", "frequency") + for sid in ( + "calendar_month", + "calendar_wday", + "calendar_year", + "sell_price", + "snap_CA", + "snap_TX", + "snap_WI", + "unit_sales", + ): + if isinstance(dataset.time_series, dict) and sid in dataset.time_series: + print(f"time_series 含 {sid}: True") + else: + print(f"time_series 含 {sid}: False") + continue + s = dataset.time_series[sid] + if isinstance(s, dict): + print(f"{sid} 为 dict: True") + else: + print(f"{sid} 为 dict: False") + continue + for field in _ts_fields: + if field in s: + print(f"{sid} 含字段 {field}: True") + else: + print(f"{sid} 含字段 {field}: False") + + print("--- 摘要 ---") + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/M5/dataset.yaml b/M5/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..744f1d199d50dc8979b28f0ad74ce51173a8918f --- /dev/null +++ b/M5/dataset.yaml @@ -0,0 +1,46 @@ +# Dataset information: the entry point for dataset configuration, including file locations for each modality. +dataset_id: M5 +dataset_name: M5 Forecasting Accuracy +domain: retail_demand_forecasting + +sample_defination: + sample_type: item-store sales episode + sample_id_graph: episode_id + description: each sample corresponds to one item sold at one Walmart store + +modalities: +# Available feature modalities. + meta_features: + required: true + file_name: meta.csv + + node_level_task_graphs: + available: true + graph_ids: + - item_graph + + time_series: + available: true + time_series_ids: + - calendar_month + - calendar_wday + - calendar_year + - sell_price + - snap_CA + - snap_TX + - snap_WI + - unit_sales + +tasks: +# Supported task types, for example meta_feature prediction, time series forecasting, and ranking. + - item_category_classification + - episode_unit_sales_forecasting + +# Data source information. +license: + data_license: Kaggle competition data terms + redistribution_allowed: source-dependent + +source: + name: M5 Forecasting - Accuracy + url: https://www.kaggle.com/competitions/m5-forecasting-accuracy diff --git a/M5/input_multimodal/meta.csv b/M5/input_multimodal/meta.csv new file mode 100644 index 0000000000000000000000000000000000000000..13231c216b912a8aca90ab3ef7ed1ceb8fbfc0ec --- /dev/null +++ b/M5/input_multimodal/meta.csv @@ -0,0 +1,30491 @@ +episode_id,item_id,dept_id,cat_id,store_id,state_id 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a/M5/input_multimodal/node_level_task_graphs/item_graph/edge_info.csv b/M5/input_multimodal/node_level_task_graphs/item_graph/edge_info.csv new file mode 100644 index 0000000000000000000000000000000000000000..31b7d90ac87e39b3ea6fa9f193a92dbc386cd18c --- /dev/null +++ b/M5/input_multimodal/node_level_task_graphs/item_graph/edge_info.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f5c8edaff700028ce6aca98a03a1110433582a8895622917fa38c80f2411561 +size 292087633 diff --git a/M5/input_multimodal/node_level_task_graphs/item_graph/graph.yaml b/M5/input_multimodal/node_level_task_graphs/item_graph/graph.yaml new file mode 100644 index 0000000000000000000000000000000000000000..356bb19d3e16577a8a7d635d7e600fbc03796679 --- /dev/null +++ b/M5/input_multimodal/node_level_task_graphs/item_graph/graph.yaml @@ -0,0 +1,22 @@ +graph_id: item_graph +graph_type: static +graph_level: node_level_task_graphs +directed: false +weighted: true +description: > + Undirected graph on item-store episodes; edge weight is Pearson correlation + of daily sales d_1..d_1885. An edge exists iff abs(correlation) exceeds the + build threshold (0.28). src_id/dst_id are integer episode_id (episode_index) from process/episode_id_index.csv. +node_set: all_samples + +file_name: edge_info.csv + +self_loop: false + +edge_features: + available: false + feature_name: [] + +allowed_tasks: + - item_category_classification + - episode_unit_sales_forecasting diff --git a/M5/input_multimodal/time_series/calendar_month/calendar_month.h5 b/M5/input_multimodal/time_series/calendar_month/calendar_month.h5 new file mode 100644 index 0000000000000000000000000000000000000000..ffbd381eeadba62d79347f1b676a0818a4ab4523 --- /dev/null +++ b/M5/input_multimodal/time_series/calendar_month/calendar_month.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1bea05191e7ddcfd5f26b3b7215ce1255f86af04656e664cdf4d9f5de6670421 +size 238635460 diff --git a/M5/input_multimodal/time_series/calendar_month/series.yaml b/M5/input_multimodal/time_series/calendar_month/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8f123cde5a3a3c4d315072430070e003b2f20bd5 --- /dev/null +++ b/M5/input_multimodal/time_series/calendar_month/series.yaml @@ -0,0 +1,19 @@ +series_id: calendar_month +series_type: sample_level # Time series type, for example sample_level. +temporal_granularity: 86400 # Time series resolution in seconds, for example 5min = 300s, 15min = 900s, 30min = 1800s, and 86400s = 1day. + +file_name: calendar_month.h5 # All provided files should be directly readable by pandas as a pd.DataFrame. +variables_mode: single # For a single variable, IDs are usually column names and timestamp is the row index.name. +variables: # Time series variables, usually a single variable. + calendar_month: + dtype: int + description: calendar month + +index: # For multiple variables, specify id_colunm and feature_column. + id_column: episode_id + time_column: timestamp + feature_column: # The first two fields are fixed: sample_id and timestamp; subsequent fields depend on the dataset. + - calendar_month + +missing_policy: + missing_timetamp: fill_zero diff --git a/M5/input_multimodal/time_series/calendar_wday/calendar_wday.h5 b/M5/input_multimodal/time_series/calendar_wday/calendar_wday.h5 new file mode 100644 index 0000000000000000000000000000000000000000..2e5065c33642c34148a30efb272ddd9a02dbca97 --- /dev/null +++ b/M5/input_multimodal/time_series/calendar_wday/calendar_wday.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:740818835b1d5c34902b4826003842f8d16bd45f0408d7ef9f5c692b6040f155 +size 238635460 diff --git a/M5/input_multimodal/time_series/calendar_wday/series.yaml b/M5/input_multimodal/time_series/calendar_wday/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bcfdbbc2f8edb8bd78b8edb98a9642f963d1b0f8 --- /dev/null +++ b/M5/input_multimodal/time_series/calendar_wday/series.yaml @@ -0,0 +1,19 @@ +series_id: calendar_wday +series_type: sample_level # Time series type, for example sample_level. +temporal_granularity: 86400 # Time series resolution in seconds, for example 5min = 300s, 15min = 900s, 30min = 1800s, and 86400s = 1day. + +file_name: calendar_wday.h5 # All provided files should be directly readable by pandas as a pd.DataFrame. +variables_mode: single # For a single variable, IDs are usually column names and timestamp is the row index.name. +variables: # Time series variables, usually a single variable. + calendar_wday: + dtype: int + description: calendar weekday + +index: # For multiple variables, specify id_colunm and feature_column. + id_column: episode_id + time_column: timestamp + feature_column: # The first two fields are fixed: sample_id and timestamp; subsequent fields depend on the dataset. + - calendar_wday + +missing_policy: + missing_timetamp: fill_zero diff --git a/M5/input_multimodal/time_series/calendar_year/calendar_year.h5 b/M5/input_multimodal/time_series/calendar_year/calendar_year.h5 new file mode 100644 index 0000000000000000000000000000000000000000..9e4caeb7dac2076a859238b561b23be090aa4c24 --- /dev/null +++ b/M5/input_multimodal/time_series/calendar_year/calendar_year.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb726a24bc3c6582541eb4ef0199e2ef4cc18e2f8d8d028df2a3240b0edc2820 +size 238635460 diff --git a/M5/input_multimodal/time_series/calendar_year/series.yaml b/M5/input_multimodal/time_series/calendar_year/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1190da036a6e2490bc72c36eca10d0db8d2fc98b --- /dev/null +++ b/M5/input_multimodal/time_series/calendar_year/series.yaml @@ -0,0 +1,19 @@ +series_id: calendar_year +series_type: sample_level # Time series type, for example sample_level. +temporal_granularity: 86400 # Time series resolution in seconds, for example 5min = 300s, 15min = 900s, 30min = 1800s, and 86400s = 1day. + +file_name: calendar_year.h5 # All provided files should be directly readable by pandas as a pd.DataFrame. +variables_mode: single # For a single variable, IDs are usually column names and timestamp is the row index.name. +variables: # Time series variables, usually a single variable. + calendar_year: + dtype: int + description: calendar year + +index: # For multiple variables, specify id_colunm and feature_column. + id_column: episode_id + time_column: timestamp + feature_column: # The first two fields are fixed: sample_id and timestamp; subsequent fields depend on the dataset. + - calendar_year + +missing_policy: + missing_timetamp: fill_zero diff --git a/M5/input_multimodal/time_series/sell_price/sell_price.h5 b/M5/input_multimodal/time_series/sell_price/sell_price.h5 new file mode 100644 index 0000000000000000000000000000000000000000..3d025e254e68166c3750fd85102ef1fa78d9cfa4 --- /dev/null +++ b/M5/input_multimodal/time_series/sell_price/sell_price.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34c0c72e506969d0fb2becc5cba33f8aa29b4b18fc99f50347e6e672eb22d6c2 +size 238635460 diff --git a/M5/input_multimodal/time_series/sell_price/series.yaml b/M5/input_multimodal/time_series/sell_price/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..6bba6f49d1dd514e711004b7bab51a8f00de0bfd --- /dev/null +++ b/M5/input_multimodal/time_series/sell_price/series.yaml @@ -0,0 +1,19 @@ +series_id: sell_price +series_type: sample_level # Time series type, for example sample_level. +temporal_granularity: 86400 # Time series resolution in seconds, for example 5min = 300s, 15min = 900s, 30min = 1800s, and 86400s = 1day. + +file_name: sell_price.h5 # All provided files should be directly readable by pandas as a pd.DataFrame. +variables_mode: single # For a single variable, IDs are usually column names and timestamp is the row index.name. +variables: # Time series variables, usually a single variable. + sell_price: + dtype: float + description: sell price + +index: # For multiple variables, specify id_colunm and feature_column. + id_column: episode_id + time_column: timestamp + feature_column: # The first two fields are fixed: sample_id and timestamp; subsequent fields depend on the dataset. + - sell_price + +missing_policy: + missing_timetamp: fill_zero diff --git a/M5/input_multimodal/time_series/snap_CA/series.yaml b/M5/input_multimodal/time_series/snap_CA/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4a8a3c790cfccd1313e1ae109bcdb3213f1f08b3 --- /dev/null +++ b/M5/input_multimodal/time_series/snap_CA/series.yaml @@ -0,0 +1,19 @@ +series_id: snap_CA +series_type: sample_level # Time series type, for example sample_level. +temporal_granularity: 86400 # Time series resolution in seconds, for example 5min = 300s, 15min = 900s, 30min = 1800s, and 86400s = 1day. + +file_name: snap_CA.h5 # All provided files should be directly readable by pandas as a pd.DataFrame. +variables_mode: single # For a single variable, IDs are usually column names and timestamp is the row index.name. +variables: # Time series variables, usually a single variable. + snap_CA: + dtype: int + description: snap CA index + +index: # For multiple variables, specify id_colunm and feature_column. + id_column: episode_id + time_column: timestamp + feature_column: # The first two fields are fixed: sample_id and timestamp; subsequent fields depend on the dataset. + - snap_CA + +missing_policy: + missing_timetamp: fill_zero diff --git a/M5/input_multimodal/time_series/snap_CA/snap_CA.h5 b/M5/input_multimodal/time_series/snap_CA/snap_CA.h5 new file mode 100644 index 0000000000000000000000000000000000000000..31f60ef7a74f20c855a3bfb481a4dc35d56c3f42 --- /dev/null +++ b/M5/input_multimodal/time_series/snap_CA/snap_CA.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50f54d25e24c4f72d60b338ab585e193bab8ad8f57f00740ac613b0bfb15e075 +size 238635460 diff --git a/M5/input_multimodal/time_series/snap_TX/series.yaml b/M5/input_multimodal/time_series/snap_TX/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..849bafa7bad79b837670a81afecbb6d6eda9aa55 --- /dev/null +++ b/M5/input_multimodal/time_series/snap_TX/series.yaml @@ -0,0 +1,19 @@ +series_id: snap_TX +series_type: sample_level # Time series type, for example sample_level. +temporal_granularity: 86400 # Time series resolution in seconds, for example 5min = 300s, 15min = 900s, 30min = 1800s, and 86400s = 1day. + +file_name: snap_TX.h5 # All provided files should be directly readable by pandas as a pd.DataFrame. +variables_mode: single # For a single variable, IDs are usually column names and timestamp is the row index.name. +variables: # Time series variables, usually a single variable. + snap_TX: + dtype: int + description: snap TX index + +index: # For multiple variables, specify id_colunm and feature_column. + id_column: episode_id + time_column: timestamp + feature_column: # The first two fields are fixed: sample_id and timestamp; subsequent fields depend on the dataset. + - snap_TX + +missing_policy: + missing_timetamp: fill_zero diff --git a/M5/input_multimodal/time_series/snap_TX/snap_TX.h5 b/M5/input_multimodal/time_series/snap_TX/snap_TX.h5 new file mode 100644 index 0000000000000000000000000000000000000000..e3b29a0aae3e9c5e5b44fb47f933c772e69ce81e --- /dev/null +++ b/M5/input_multimodal/time_series/snap_TX/snap_TX.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:403d1d3cb55ab09654ad02368afee762b5bda1c9ff022c1506a223e38f11d994 +size 238635460 diff --git a/M5/input_multimodal/time_series/snap_WI/series.yaml b/M5/input_multimodal/time_series/snap_WI/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7604c0a8d878387988636d2d45339270802f0710 --- /dev/null +++ b/M5/input_multimodal/time_series/snap_WI/series.yaml @@ -0,0 +1,19 @@ +series_id: snap_WI +series_type: sample_level # Time series type, for example sample_level. +temporal_granularity: 86400 # Time series resolution in seconds, for example 5min = 300s, 15min = 900s, 30min = 1800s, and 86400s = 1day. + +file_name: snap_WI.h5 # All provided files should be directly readable by pandas as a pd.DataFrame. +variables_mode: single # For a single variable, IDs are usually column names and timestamp is the row index.name. +variables: # Time series variables, usually a single variable. + snap_WI: + dtype: int + description: snap WI index + +index: # For multiple variables, specify id_colunm and feature_column. + id_column: episode_id + time_column: timestamp + feature_column: # The first two fields are fixed: sample_id and timestamp; subsequent fields depend on the dataset. + - snap_WI + +missing_policy: + missing_timetamp: fill_zero diff --git a/M5/input_multimodal/time_series/snap_WI/snap_WI.h5 b/M5/input_multimodal/time_series/snap_WI/snap_WI.h5 new file mode 100644 index 0000000000000000000000000000000000000000..6ef3f97beba4de3a92a43a457542596271b4a0ee --- /dev/null +++ b/M5/input_multimodal/time_series/snap_WI/snap_WI.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96a035464dc7d536dd3577f620b6011c38344f79e8eb61992287191e350eb2b7 +size 238635460 diff --git a/M5/input_multimodal/time_series/unit_sales/series.yaml b/M5/input_multimodal/time_series/unit_sales/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8056f7a705e8a725859e1c400c15e4d1c2b7c5f2 --- /dev/null +++ b/M5/input_multimodal/time_series/unit_sales/series.yaml @@ -0,0 +1,19 @@ +series_id: unit_sales +series_type: sample_level # Time series type, for example sample_level. +temporal_granularity: 86400 # Time series resolution in seconds, for example 5min = 300s, 15min = 900s, 30min = 1800s, and 86400s = 1day. + +file_name: unit_sales.h5 # All provided files should be directly readable by pandas as a pd.DataFrame. +variables_mode: single # For a single variable, IDs are usually column names and timestamp is the row index.name. +variables: # Time series variables, usually a single variable. + unit_sales: + dtype: int + description: unit sales + +index: # For multiple variables, specify id_colunm and feature_column. + id_column: episode_id + time_column: timestamp + feature_column: # The first two fields are fixed: sample_id and timestamp; subsequent fields depend on the dataset. + - unit_sales + +missing_policy: + missing_timetamp: fill_zero diff --git a/M5/input_multimodal/time_series/unit_sales/unit_sales.h5 b/M5/input_multimodal/time_series/unit_sales/unit_sales.h5 new file mode 100644 index 0000000000000000000000000000000000000000..0777817fa010076995e1a8b8edeae6c57f4c9c27 --- /dev/null +++ b/M5/input_multimodal/time_series/unit_sales/unit_sales.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3600fd78b4b6a38608c01e9a109d0da75f9f332a70ecd22b1bce41d2044a32f3 +size 238635460 diff --git 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+inherit_general: true +sample: + primary_key: timestamp + label_mode: index_reference + +inputs: + time_series: + - fields: unit_sales + source: unit_sales_daily + window: + length: 28 + unit: day + - fields: sell_price + source: sell_price_daily + window: + length: 28 + unit: day + - fields: calendar_wday + source: calendar_wday_daily + window: + length: 28 + unit: day + - fields: calendar_month + source: calendar_month_daily + window: + length: 28 + unit: day + - fields: calendar_year + source: calendar_year_daily + window: + length: 28 + unit: day + - fields: snap_CA + source: snap_CA_daily + window: + length: 28 + unit: day + - fields: snap_TX + source: snap_TX_daily + window: + length: 28 + unit: day + - fields: snap_WI + source: snap_WI_daily + window: + length: 28 + unit: day + + tabular_static: + source: meta + fields: + - state_id + - store_id + - item_id + - dept_id + - cat_id + + graph: + source: item_graph + +prediction: + field: unit_sales + source: unit_sales_daily + horizon: + length: 7 + unit: day + starts_after: timestamp + stride: 7 + label_storage: + ref_column: target_series_ref + shape_column: target_tensor_shape + + + +leakage: + observed_past_only_columns: + - unit_sales + known_future_columns: + - sell_price + - calendar_wday + - calendar_month + - calendar_year + - snap_CA + - snap_TX + - snap_WI + +data_refs: + time_series: + unit_sales_daily: + file: m5/input_multimodal/time_series/unit_sales/unit_sales.h5 + value_field: unit_sales + sell_price_daily: + file: m5/input_multimodal/time_series/sell_price/sell_price.h5 + value_field: sell_price + calendar_wday_daily: + file: m5/input_multimodal/time_series/calendar_wday/calendar_wday.h5 + value_field: calendar_wday + calendar_month_daily: + file: m5/input_multimodal/time_series/calendar_month/calendar_month.h5 + value_field: calendar_month + calendar_year_daily: + file: m5/input_multimodal/time_series/calendar_year/calendar_year.h5 + value_field: calendar_year + snap_CA_daily: + file: m5/input_multimodal/time_series/snap_CA/snap_CA.h5 + value_field: snap_CA + snap_TX_daily: + file: m5/input_multimodal/time_series/snap_TX/snap_TX.h5 + value_field: snap_TX + snap_WI_daily: + file: m5/input_multimodal/time_series/snap_WI/snap_WI.h5 + value_field: snap_WI + + tabular_static: + meta: + file: m5/input_multimodal/meta.csv + id_column: episode_id + + graph: + item_graph: + file: m5-forecasting-accuracy/m5_protocol/input_multimodal/node_level_task_graphs/item_graph/edge_info.csv + + diff --git a/M5/tasks/item_category_classification/labels.csv b/M5/tasks/item_category_classification/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..4cbd060375e50458da5329595d348cd312a9d40c --- /dev/null +++ b/M5/tasks/item_category_classification/labels.csv @@ -0,0 +1,30491 @@ +episode_id,target_class_id,target_class_name +FOODS_1_001_CA_1_evaluation,0,FOODS +FOODS_1_001_CA_2_evaluation,0,FOODS +FOODS_1_001_CA_3_evaluation,0,FOODS 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historical sales patterns, and item-store graph structure. + +inherit_general: true + +sample: + primary_key: episode_id + +inputs: + tabular_static: + source: meta + fields: + - store_id + - state_id + + time_series: + - fields: unit_sales + source: unit_sales_daily + window: + length: 56 + unit: day + + + - fields: sell_price + source: sell_price_daily + window: + length: 56 + unit: day + + graph: + source: item_graph + +prediction: + field: cat_id + +leakage: + forbidden_input_columns: + - cat_id + - episode_id + - item_id + - dept_id + + +data_refs: + time_series: + unit_sales_daily: + file: m5/input_multimodal/time_series/unit_sales/unit_sales.h5 + value_field: unit_sales + sell_price_daily: + file: m5/input_multimodal/time_series/sell_price/sell_price.h5 + value_field: sell_price + calendar_wday_daily: + file: m5/input_multimodal/time_series/calendar_wday/calendar_wday.h5 + value_field: calendar_wday + calendar_month_daily: + file: m5/input_multimodal/time_series/calendar_month/calendar_month.h5 + value_field: calendar_month + calendar_year_daily: + file: m5/input_multimodal/time_series/calendar_year/calendar_year.h5 + value_field: calendar_year + snap_CA_daily: + file: m5/input_multimodal/time_series/snap_CA/snap_CA.h5 + value_field: snap_CA + snap_TX_daily: + file: m5/input_multimodal/time_series/snap_TX/snap_TX.h5 + value_field: snap_TX + snap_WI_daily: + file: m5/input_multimodal/time_series/snap_WI/snap_WI.h5 + value_field: snap_WI + + tabular_static: + meta: + file: m5/input_multimodal/meta.csv + id_column: episode_id + + graph: + item_graph: + file: m5-forecasting-accuracy/m5_protocol/input_multimodal/node_level_task_graphs/item_graph/edge_info.csv + + + + + diff --git a/METR-LA/.DS_Store b/METR-LA/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..cdab341ddd5c9e6b9292e2c08f5e26d27a8aeea3 Binary files /dev/null and b/METR-LA/.DS_Store differ diff --git a/METR-LA/dataset.py b/METR-LA/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..6fe1b06a0c6b5dd467f76453fad0358b10524bdc --- /dev/null +++ b/METR-LA/dataset.py @@ -0,0 +1,397 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml +import ipdb + +# Record whether the required fields are provided. +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + Read all related configuration files, starting from dataset.yaml. + + Args: + dataset_yaml_path: Path to dataset.yaml. + + Returns: + A dictionary containing all configurations. + """ + # Get the protocol directory path. + protocol_dir = Path(dataset_yaml_path).parent + + # 1. Read dataset.yaml. + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. Read graph configurations. + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. Read time series configurations. + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. Combine all configurations. + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # Return an existing path from the candidate paths. + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # Generate all candidate storage paths. + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # Parse each column in meta_df and convert the data to a dictionary. + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + Required information in the graph dictionary includes: + - A sparse adjacency list + - The weight of each edge + - Edge features (optional) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # Add graph features to the dictionary if they are available. + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # Use mode to distinguish single-variable and multivariable data. + + if variables_mode == "single": # For a single variable, the index is timestamp, column names are sample_id values, and the feature name is series_id. + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # For multiple variables, the columns are sample_id, timestamp, feature_name1, feature_name2, ... + # Extract timestamps and feature values in timestamp order, using the structure feature_name*: {sample_id: [values]}. + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# Read all YAML files into one configuration. +class MultiModalDataset(LoadedDataset): + """ + Use the configuration returned by ``read_all_configs`` to resolve protocol paths under ``dataset_dir`` and load tables. + + ``dataset_dir`` is usually the protocol root containing ``input_multimodal/`` and ``dataset.yaml``, + or an equivalent data root. Path resolution tries ``dataset_dir/`` and + ``dataset_dir/input_multimodal/...``, among other candidate locations, in order. + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # Read meta_features data. + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # Parse meta_df. + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # If both id_col_graph and id_col_time_series exist, build a mapping between them to align the two modalities. + # By default, map time series IDs from id_col_time_series to graph IDs in id_col_graph. + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # Read graph data. + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # Graph level, for example: node_level_task_graph, graph_level_task_graph. + graph_directed = gcfg.get("directed") # Graph type, for example: directed, undirected. + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # Graph features, for example: edge_features. + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # Continue parsing individual graph features. + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # Load graph data into the dictionary. + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + ipdb.set_trace() + # At the breakpoint, check whether all required information has been loaded. + # The following assertions check that dataset.config, dataset.meta_features, dataset.graphs, dataset.time_series, and related fields exist and are correct. + assert isinstance(dataset.config, dict), "dataset.config should be a dict" + assert "dataset" in dataset.config, "dataset.config should include dataset config" + assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + assert isinstance(dataset.meta_features["features"], dict), ( + "dataset.meta_features['features'] should be a dict" + ) + assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + assert "road_network" in dataset.graphs, ( + "dataset.graphs should include road_network" + ) + assert isinstance(dataset.graphs["road_network"], dict), ( + "road_network should be a parsed dict" + ) + assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + assert "traffic_speed" in dataset.time_series, ( + "dataset.time_series should include traffic_speed" + ) + traffic_speed = dataset.time_series["traffic_speed"] + assert isinstance(traffic_speed, dict), ( + "traffic_speed should be a parsed dict" + ) + for field in ("variables_mode", "timestamp", "value", "frequency"): + assert field in traffic_speed, f"traffic_speed should include {field}" + + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/METR-LA/dataset.yaml b/METR-LA/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fc4c7af5d9fdd034309e7cd0dadd3a73cc4c1caa --- /dev/null +++ b/METR-LA/dataset.yaml @@ -0,0 +1,39 @@ +# Dataset information: the entry point for dataset configuration, including file locations for each modality. +dataset_id: METR-LA +dataset_name: METR-LA Traffic Speed +domain: traffic_management + +sample_definition: + sample_type: traffic speed monitoring sensor + sample_id_graph: episode_id + sample_id_time_series: episode_id + description: each sample corresponds to a traffic speed monitoring sensor in Los Angeles County + +modalities: +# Available feature modalities. + meta_features: + required: true + file_name: meta_features.csv + + node_level_task_graphs: + available: true + graph_ids: + - road_network + + time_series: + available: true + time_series_ids: + - traffic_speed + +tasks: +# Supported task types. + - traffic_speed_forecasting + +# Data source information. +license: + data_license: public-transportation-data + redistribution_allowed: true + +source: + name: CalTrans PeMS / DCRNN + url: https://doi.org/10.5281/zenodo.5146275 diff --git a/METR-LA/input_multimodal/meta_features.csv b/METR-LA/input_multimodal/meta_features.csv new file mode 100644 index 0000000000000000000000000000000000000000..5777d07ba34807da824338d56fd417bd6e511845 --- /dev/null +++ b/METR-LA/input_multimodal/meta_features.csv @@ -0,0 +1,208 @@ +episode_id,latitude,longitude +773869,34.15497,-118.31829 +767541,34.11621,-118.23799 +767542,34.11641,-118.23819 +717447,34.07248,-118.26772 +717446,34.07142,-118.26572 +717445,34.06913,-118.25932 +773062,34.05368,-118.23369 +767620,34.13486,-118.22932 +737529,34.20264,-118.47352 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road_network +graph_type: static +graph_level: node_level_task_graphs +directed: false +weighted: true +description: "Road network graph: Gaussian kernel adjacency from Haversine distance between 207 METR-LA traffic sensors" +node_set: all_samples + +file_name: road_network.csv + +self_loop: false + +edge_features: + available: false + feature_name: + - weight + +allowed_tasks: + - traffic_speed_forecasting + - sensor_peak_speed_regression diff --git a/METR-LA/input_multimodal/node_level_task_graphs/road_network/graph_sensor_locations.csv b/METR-LA/input_multimodal/node_level_task_graphs/road_network/graph_sensor_locations.csv new file mode 100644 index 0000000000000000000000000000000000000000..d0bb95872860d274678d2dff4ab52ce51f74b706 --- /dev/null +++ b/METR-LA/input_multimodal/node_level_task_graphs/road_network/graph_sensor_locations.csv @@ -0,0 +1,208 @@ +index,sensor_id,latitude,longitude +0,773869,34.15497,-118.31829 +1,767541,34.11621,-118.23799 +2,767542,34.11641,-118.23819 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sha256:f3c9ad6326583ae794c0702d1f2cd86c17a10d45adc04c355cf3caa66cbfb8ef +size 57414082 diff --git a/METR-LA/input_multimodal/time_series/traffic_speed/series.yaml b/METR-LA/input_multimodal/time_series/traffic_speed/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..68254988f5663166889f99ffde5dd528268c4a90 --- /dev/null +++ b/METR-LA/input_multimodal/time_series/traffic_speed/series.yaml @@ -0,0 +1,23 @@ +series_id: traffic_speed +series_type: sample_level +temporal_granularity: 5min +timezone: null + +file_name: METR-LA.h5 +variables_mode: single +variables: + traffic_speed: + dtype: float + description: Traffic speed at the sensor (mph). + +index: + id_column: episode_id + time_column: timestamp + feature_columns: + - traffic_speed + +model_input_excludes: [] + +missing_policy: + missing_timestamp: fill_zero + missing_value: leave_missing diff --git a/METR-LA/input_multimodal/time_series/traffic_speed/values.csv b/METR-LA/input_multimodal/time_series/traffic_speed/values.csv new file mode 100644 index 0000000000000000000000000000000000000000..619508871834c6f4d7e67c775f67fdb1194c3b61 --- /dev/null +++ b/METR-LA/input_multimodal/time_series/traffic_speed/values.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61b0ae1dc9e1ae3d6907abe3363757cd87a387f71a8fb17ae69c679f391e6ea5 +size 72467671 diff --git a/METR-LA/tasks/general_task.yaml b/METR-LA/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..dd9da6fb245d8106a196feda897a9b02f2570096 --- /dev/null +++ b/METR-LA/tasks/general_task.yaml @@ -0,0 +1,69 @@ +# ============================================================ +# METR-LA/tasks/general_task.yaml +# ============================================================ +# Purpose: +# - This file contains only processing rules shared by all tasks and naming conventions. + +# Recommended reading order for each task.yaml: +# 1) Start with sample in each task.yaml: what constitutes one sample. +# 2) Read inputs: what the model can access at inference time. +# 3) Read prediction: what the model should predict. +# 4) Finally, read leakage: which columns must be excluded from model inputs. +# ============================================================ + +general_defaults: + # ------------------------------------------------------------ + # Default input processing rules. + # Note: these are processing defaults, not input field defaults. + # These rules specify how to process time series, tabular, or graph inputs when a task uses them, + # but do not automatically add any input fields to a task. + # ------------------------------------------------------------ + input_processing: + tabular_static: + # Unique identifier column for METR-LA sensors. + # This column is used only to join labels, splits, and metadata. + id_column: episode_id + + time_series: + # METR-LA historical traffic speed data typically uses timestamp as the time axis and sensor episode_id values as columns. + timestamp_column: timestamp + id_column: episode_id + timezone: America/Los_Angeles + + sampling: + # METR-LA raw historical traffic speed data typically has a 5-minute resolution. + native_rate: 5min + + # By default, the task resolution matches the native resolution. + task_rate: 5min + + # Use this aggregation method when task_rate is coarser than native_rate, for example 5min -> 15min. + downsample_method: mean + + # Use this interpolation method when task_rate is finer than native_rate. This task configuration is generally not recommended. + upsample_method: ffill + + graph: + # Graph inputs are static by default, for example METR-LA's road_network. + directed: false + weighted: true + + + # ------------------------------------------------------------ + # Standard split names. + # Use these standard values in splits.csv to avoid mixing train/val/valid/dev. + # ------------------------------------------------------------ + split_names: + train: train + validation: validation + test: test + + # ------------------------------------------------------------ + # Inheritance rules. + # A task can set inherit_general: true to inherit this file's processing defaults. + # Note: inheritance only affects default rules such as input_processing / columns / split_names, + # and does not automatically inherit any specific input fields. + # ------------------------------------------------------------ + inheritance: + default_inherit_general: true + merge_strategy: recursive_override diff --git a/METR-LA/tasks/traffic_speed_forecasting/labels.csv b/METR-LA/tasks/traffic_speed_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..8a8b87ef766e6cd7a9ab846ca04435e1ea87ec58 --- /dev/null +++ b/METR-LA/tasks/traffic_speed_forecasting/labels.csv @@ -0,0 +1,672 @@ +timestamp,t_index,context_start_index,context_end_index_exclusive,forecast_start_index,forecast_end_index_exclusive,target_series_ref,target_tensor_shape +2012-03-08 00:00:00,2016,0,2016,2017,2065,traffic_speed,"[207,48,1]" +2012-03-08 04:00:00,2064,48,2064,2065,2113,traffic_speed,"[207,48,1]" +2012-03-08 08:00:00,2112,96,2112,2113,2161,traffic_speed,"[207,48,1]" +2012-03-08 12:00:00,2160,144,2160,2161,2209,traffic_speed,"[207,48,1]" +2012-03-08 16:00:00,2208,192,2208,2209,2257,traffic_speed,"[207,48,1]" +2012-03-08 20:00:00,2256,240,2256,2257,2305,traffic_speed,"[207,48,1]" +2012-03-09 00:00:00,2304,288,2304,2305,2353,traffic_speed,"[207,48,1]" +2012-03-09 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04:00:00,test,0 +2012-06-27 08:00:00,test,0 +2012-06-27 12:00:00,test,0 +2012-06-27 16:00:00,test,0 diff --git a/METR-LA/tasks/traffic_speed_forecasting/task.yaml b/METR-LA/tasks/traffic_speed_forecasting/task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9d03718c30fad96e6065e4675e71211acea2d7b0 --- /dev/null +++ b/METR-LA/tasks/traffic_speed_forecasting/task.yaml @@ -0,0 +1,95 @@ + +# ============================================================ +# Task: traffic_speed_forecasting +# ============================================================ +# Task objective: +# - Use a historical window of METR-LA traffic_speed to predict a future window. +# - This is a typical multisensor time series forecasting task. +# +# Core semantics: +# - sample defines one sample: a decision timestamp. +# - inputs defines what the model can access: historical traffic_speed before timestamp, +# plus future covariates known at prediction time. +# - prediction defines what to predict: the traffic_speed sequence over the future horizon. +# - leakage defines which future values must be excluded from inputs: future traffic_speed must never be an input. +# ============================================================ + +task: + id: traffic_speed_forecasting + type: time_series_forecasting + description: > + Predict future METR-LA traffic_speed from historical traffic_speed. + Each sample corresponds to one decision timestamp, and labels are stored + by index reference to avoid expanding all sensor-by-time targets into labels.csv. + +inherit_general: true + +sample: + primary_key: timestamp + + # Label storage mode. + # index_reference: labels.csv does not expand every (ID, timestamp, horizon) label; + # instead, reference columns point to the underlying time series file. + label_mode: index_reference + +inputs: + # ------------------------------------------------------------ + # Model input 1: historical traffic speed. + # ------------------------------------------------------------ + time_series: + - fields: traffic_speed + source: traffic_speed + window: + length: 2016 + unit: 5min + + sampling: + native_rate: 5min + task_rate: 5min + downsample_method: mean + upsample_method: ffill + + tabular_static: + source: sensor_metadata + fields: + - latitude + - longitude + + graph: + source: road_network + +prediction: + field: traffic_speed + source: traffic_speed + + horizon: + length: 48 + unit: 5min + starts_after: timestamp + + stride: 48 + + label_storage: + ref_column: target_series_ref + shape_column: target_tensor_shape + +leakage: + observed_past_only_columns: + - traffic_speed + + forbidden_input_columns: + - timestamp + + +data_refs: + time_series: + traffic_speed: + + tabular_static: + sensor_metadata: + file: METR-LA/input_multimodal/meta_features.csv + id_column: episode_id + + graph: + road_network: + file: METR-LA/input_multimodal/node_level_task_graphs/road_network/road_network.csv diff --git a/Mosqlimate_Dengue/.DS_Store b/Mosqlimate_Dengue/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..0d43030de3574d688c62d550b23b7e801e5dd63a Binary files /dev/null and b/Mosqlimate_Dengue/.DS_Store differ diff --git a/Mosqlimate_Dengue/dataset.py b/Mosqlimate_Dengue/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..4334af26816ce43d7e293c8c3aa255d752728ef8 --- /dev/null +++ b/Mosqlimate_Dengue/dataset.py @@ -0,0 +1,397 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml +import ipdb + +# Record whether the required fields are provided. +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + Read all related configuration files, starting from dataset.yaml. + + Args: + dataset_yaml_path: Path to dataset.yaml. + + Returns: + A dictionary containing all configurations. + """ + # Get the protocol directory path. + protocol_dir = Path(dataset_yaml_path).parent + + # 1. Read dataset.yaml. + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. Read graph configurations. + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. Read time series configurations. + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. Combine all configurations. + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # Return an existing path from the candidate paths. + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # Generate all candidate storage paths. + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # Parse each column in meta_df and convert the data to a dictionary. + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + Required information in the graph dictionary includes: + - A sparse adjacency list + - The weight of each edge + - Edge features (optional) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # Add graph features to the dictionary if they are available. + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # Use mode to distinguish single-variable and multivariable data. + + if variables_mode == "single": # For a single variable, the index is timestamp, column names are sample_id values, and the feature name is series_id. + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # For multiple variables, the columns are sample_id, timestamp, feature_name1, feature_name2, ... + # Extract timestamps and feature values in timestamp order, using the structure feature_name*: {sample_id: [values]}. + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# Read all YAML files into one configuration. +class MultiModalDataset(LoadedDataset): + """ + Use the configuration returned by ``read_all_configs`` to resolve protocol paths under ``dataset_dir`` and load tables. + + ``dataset_dir`` is usually the protocol root containing ``input_multimodal/`` and ``dataset.yaml``, + or an equivalent data root. Path resolution tries ``dataset_dir/`` and + ``dataset_dir/input_multimodal/...``, among other candidate locations, in order. + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # Read meta_features data. + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # Parse meta_df. + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # If both id_col_graph and id_col_time_series exist, build a mapping between them to align the two modalities. + # By default, map time series IDs from id_col_time_series to graph IDs in id_col_graph. + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # Read graph data. + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # Graph level, for example: node_level_task_graph, graph_level_task_graph. + graph_directed = gcfg.get("directed") # Graph type, for example: directed, undirected. + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # Graph features, for example: edge_features. + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # Continue parsing individual graph features. + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # Load graph data into the dictionary. + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + ipdb.set_trace() + # At the breakpoint, check whether all required information has been loaded. + + assert isinstance(dataset.config, dict), "dataset.config should be a dict" + assert "dataset" in dataset.config, "dataset.config should include dataset config" + assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + assert isinstance(dataset.meta_features["features"], dict), ( + "dataset.meta_features['features'] should be a dict" + ) + assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + assert "store_family_relation_graph" in dataset.graphs, ( + "dataset.graphs should include store_family_relation_graph" + ) + assert isinstance(dataset.graphs["store_family_relation_graph"], dict), ( + "store_family_relation_graph should be a parsed dict" + ) + assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + assert "sales" in dataset.time_series, ( + "dataset.time_series should include sales" + ) + traffic_flow = dataset.time_series["sales"] + assert isinstance(traffic_flow, dict), ( + "traffic_flow should be a parsed dict" + ) + for field in ("variables_mode", "timestamp", "value", "frequency"): + assert field in traffic_flow, f"traffic_flow should include {field}" + + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/Mosqlimate_Dengue/dataset.yaml b/Mosqlimate_Dengue/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5f54a528205c2b7c6be16d86b9649fb45f460f17 --- /dev/null +++ b/Mosqlimate_Dengue/dataset.yaml @@ -0,0 +1,47 @@ +dataset_id: mosqlimate_dengue_imdc_2026 +dataset_name: Mosqlimate Dengue IMDC 2026 Three-Modal Dataset +domain: epidemiology +sample_definition: + sample_type: brazilian_municipality + sample_id_graph: node_id + sample_id_time_series: node_id + description: Each sample is one Brazilian municipality aligned by IBGE geocode. +modalities: + meta_features: + required: true + file_name: municipality_metadata.parquet + node_level_task_graphs: + available: true + graph_ids: + - municipality_queen_contiguity + time_series: + available: true + time_series_ids: + - weekly_dengue_cases_train + - weekly_dengue_cases_target + - raw_cases +tasks: +- population_density_regression +- cases_log_forecasting +forecast_protocols: + retrospective_forecast_pair_1: + train_series_id: weekly_dengue_cases_train + target_series_id: weekly_dengue_cases_target + source_train_flag: train_1 + source_target_flag: target_1 + train_end_epiweek: 202225 + target_start_epiweek: 202241 + excluded_gap_weeks: 15 + splits_file: splits.json + description: Use only train_1 rows as historical input and only target_1 rows as the forecast target; + rows where both flags are false are excluded. +license: + data_license: Source-specific terms apply; this derived dataset does not re-license the sources. + redistribution_allowed: false +source: + name: Mosqlimate IMDC 2026 local data package + files: + - dengue.csv.gz + - datasus_population_2001_2025.csv.gz + - environ_vars.csv.gz + - shape_muni.gpkg diff --git a/Mosqlimate_Dengue/input_multimodal/municipality_metadata.parquet b/Mosqlimate_Dengue/input_multimodal/municipality_metadata.parquet new file mode 100644 index 0000000000000000000000000000000000000000..cd57052a9d0a9dc81e31f47b56e229ddc2272c12 --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/municipality_metadata.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5bcc706c205124d7bf5c153827758b6f316e295ff062713a79600f447cddb305 +size 352625 diff --git a/Mosqlimate_Dengue/input_multimodal/node_level_task_graphs/municipality_queen_contiguity/edges.parquet b/Mosqlimate_Dengue/input_multimodal/node_level_task_graphs/municipality_queen_contiguity/edges.parquet new file mode 100644 index 0000000000000000000000000000000000000000..30b02c5ba272d61c9ed6c5d189f1cd4b48419978 --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/node_level_task_graphs/municipality_queen_contiguity/edges.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32a73a2ada9473c9231f30f16d64a4a79cae54c8f9a537247f5d05efa319e710 +size 109096 diff --git a/Mosqlimate_Dengue/input_multimodal/node_level_task_graphs/municipality_queen_contiguity/graph.yaml b/Mosqlimate_Dengue/input_multimodal/node_level_task_graphs/municipality_queen_contiguity/graph.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4e2eac5a3dbd62e07493687655301a108d60fbea --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/node_level_task_graphs/municipality_queen_contiguity/graph.yaml @@ -0,0 +1,16 @@ +graph_id: municipality_queen_contiguity +graph_type: static +graph_level: node_level_task_graphs +directed: true +weighted: false +description: Bidirectional edge-list representation of the undirected Queen-contiguity graph; municipalities + are adjacent when repaired polygons touch or overlap. +node_set: all_samples +file_name: edges.parquet +self_loop: false +edge_features: + available: false + feature_name: [] +allowed_tasks: +- population_density_regression +- cases_log_forecasting diff --git a/Mosqlimate_Dengue/input_multimodal/time_series/raw_cases/raw_cases.parquet b/Mosqlimate_Dengue/input_multimodal/time_series/raw_cases/raw_cases.parquet new file mode 100644 index 0000000000000000000000000000000000000000..a650179229acea5597610d81fa8a36a7601c11d8 --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/time_series/raw_cases/raw_cases.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de88bb5aee78d7bf6df625de56b469a8d63d5e1bf822830cd8fb3ebcf97fdeb1 +size 1005818 diff --git a/Mosqlimate_Dengue/input_multimodal/time_series/raw_cases/series.yaml b/Mosqlimate_Dengue/input_multimodal/time_series/raw_cases/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..74e214b29b45dfbd7a3cf9b04740e6e4cc743dab --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/time_series/raw_cases/series.yaml @@ -0,0 +1,29 @@ +series_id: raw_cases +series_type: sample_level +task_role: task_index_reference +source_filter: + any_of: + - column: train_1 + value: true + - column: target_1 + value: true + unselected_weeks: excluded from the stored task axis +temporal_granularity: 604800 +file_name: raw_cases.parquet +variables_mode: multiple +variables: + raw_cases: + dtype: int32 + description: Weekly probable dengue cases used directly, without a log transform. + observation_mask: + dtype: uint8 + description: 1 for every retained train_1 or target_1 source observation. +index: + id_column: node_id + time_column: timestamp + feature_column: + - raw_cases + - observation_mask +missing_policy: + missing_timestamp: allow + missing_value: error diff --git a/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_target/series.yaml b/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_target/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bf5cac85b2877a61378397ebb35ce9303e9ab0fc --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_target/series.yaml @@ -0,0 +1,33 @@ +series_id: weekly_dengue_cases_target +series_type: sample_level +task_role: forecast_target +source_filter: + column: target_1 + value: true +temporal_granularity: 604800 +file_name: weekly_dengue_cases_target.parquet +variables_mode: multiple +variables: + epiweek: + dtype: int32 + description: Brazilian epidemiological week encoded as YYYYWW. + cases_raw: + dtype: int32 + description: Weekly probable dengue cases; retained as the untransformed target value. + cases_log1p: + dtype: float32 + description: log(1 + cases_raw), retained in the source-split series for compatibility. + observation_mask: + dtype: uint8 + description: 1 for a source observation and 0 for a reindexed missing node-week. +index: + id_column: node_id + time_column: timestamp + feature_column: + - epiweek + - cases_raw + - cases_log1p + - observation_mask +missing_policy: + missing_timestamp: reindex + missing_value: preserve diff --git a/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_target/weekly_dengue_cases_target.parquet b/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_target/weekly_dengue_cases_target.parquet new file mode 100644 index 0000000000000000000000000000000000000000..53bade7a5510c6276991c22c6b7fef1d677f8fea --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_target/weekly_dengue_cases_target.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2b0d77e8525c0a71494ddbb00bf49e32d3609e2b65289425db97201fae321ac +size 203019 diff --git a/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_train/series.yaml b/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_train/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..889221d003f8186a042b1d74cba8cb7878e48e85 --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_train/series.yaml @@ -0,0 +1,33 @@ +series_id: weekly_dengue_cases_train +series_type: sample_level +task_role: train_input +source_filter: + column: train_1 + value: true +temporal_granularity: 604800 +file_name: weekly_dengue_cases_train.parquet +variables_mode: multiple +variables: + epiweek: + dtype: int32 + description: Brazilian epidemiological week encoded as YYYYWW. + cases_raw: + dtype: int32 + description: Weekly probable dengue cases; retained as the untransformed target value. + cases_log1p: + dtype: float32 + description: log(1 + cases_raw), retained in the source-split series for compatibility. + observation_mask: + dtype: uint8 + description: 1 for a source observation and 0 for a reindexed missing node-week. +index: + id_column: node_id + time_column: timestamp + feature_column: + - epiweek + - cases_raw + - cases_log1p + - observation_mask +missing_policy: + missing_timestamp: reindex + missing_value: preserve diff --git a/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_train/weekly_dengue_cases_train.parquet b/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_train/weekly_dengue_cases_train.parquet new file mode 100644 index 0000000000000000000000000000000000000000..4c8985d5574fa330d078fa292dd671ce13de0112 --- /dev/null +++ b/Mosqlimate_Dengue/input_multimodal/time_series/weekly_dengue_cases_train/weekly_dengue_cases_train.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a8c56c76176b336656919866da96f5ffe19bfe5a1ad795dda041a13731d0967 +size 1722652 diff --git a/Mosqlimate_Dengue/tasks/cases_log_forecasting/labels.csv b/Mosqlimate_Dengue/tasks/cases_log_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..db77b5a0291855ae4dca7a0aa89de7f8ea95c3d5 --- /dev/null +++ b/Mosqlimate_Dengue/tasks/cases_log_forecasting/labels.csv @@ -0,0 +1,22 @@ +timestamp,t_index,context_start_index,context_end_index_exclusive,forecast_start_index,forecast_end_index_exclusive,target_series_ref,target_tensor_shape +2011-05-08T00:00:00,70,19,71,71,84,raw_cases,"[5492,13,1]" +2011-11-27T00:00:00,99,48,100,100,113,raw_cases,"[5492,13,1]" +2012-06-17T00:00:00,128,77,129,129,142,raw_cases,"[5492,13,1]" +2013-01-06T00:00:00,157,106,158,158,171,raw_cases,"[5492,13,1]" +2013-07-28T00:00:00,186,135,187,187,200,raw_cases,"[5492,13,1]" +2014-02-16T00:00:00,215,164,216,216,229,raw_cases,"[5492,13,1]" +2014-09-07T00:00:00,244,193,245,245,258,raw_cases,"[5492,13,1]" +2015-03-29T00:00:00,273,222,274,274,287,raw_cases,"[5492,13,1]" +2015-10-18T00:00:00,302,251,303,303,316,raw_cases,"[5492,13,1]" +2016-05-08T00:00:00,331,280,332,332,345,raw_cases,"[5492,13,1]" +2016-11-27T00:00:00,360,309,361,361,374,raw_cases,"[5492,13,1]" +2017-06-18T00:00:00,389,338,390,390,403,raw_cases,"[5492,13,1]" +2018-01-07T00:00:00,418,367,419,419,432,raw_cases,"[5492,13,1]" +2018-07-29T00:00:00,447,396,448,448,461,raw_cases,"[5492,13,1]" +2019-02-17T00:00:00,476,425,477,477,490,raw_cases,"[5492,13,1]" +2019-09-08T00:00:00,505,454,506,506,519,raw_cases,"[5492,13,1]" +2020-03-29T00:00:00,534,483,535,535,548,raw_cases,"[5492,13,1]" +2020-10-18T00:00:00,563,512,564,564,577,raw_cases,"[5492,13,1]" +2021-05-09T00:00:00,592,541,593,593,606,raw_cases,"[5492,13,1]" +2021-11-28T00:00:00,621,570,622,622,635,raw_cases,"[5492,13,1]" +2022-06-19T00:00:00,650,599,651,651,664,raw_cases,"[5492,13,1]" diff --git a/Mosqlimate_Dengue/tasks/cases_log_forecasting/splits.csv b/Mosqlimate_Dengue/tasks/cases_log_forecasting/splits.csv new file mode 100644 index 0000000000000000000000000000000000000000..6274e31d2ff5eab38e0460a5ad338e2b58ac866a --- /dev/null +++ b/Mosqlimate_Dengue/tasks/cases_log_forecasting/splits.csv @@ -0,0 +1,22 @@ +timestamp,split,fold +2011-05-08T00:00:00,train,0 +2011-11-27T00:00:00,train,0 +2012-06-17T00:00:00,train,0 +2013-01-06T00:00:00,train,0 +2013-07-28T00:00:00,train,0 +2014-02-16T00:00:00,train,0 +2014-09-07T00:00:00,train,0 +2015-03-29T00:00:00,train,0 +2015-10-18T00:00:00,train,0 +2016-05-08T00:00:00,train,0 +2016-11-27T00:00:00,train,0 +2017-06-18T00:00:00,train,0 +2018-01-07T00:00:00,train,0 +2018-07-29T00:00:00,train,0 +2019-02-17T00:00:00,train,0 +2019-09-08T00:00:00,validation,0 +2020-03-29T00:00:00,validation,0 +2020-10-18T00:00:00,validation,0 +2021-05-09T00:00:00,validation,0 +2021-11-28T00:00:00,validation,0 +2022-06-19T00:00:00,test,0 diff --git a/Mosqlimate_Dengue/tasks/cases_log_forecasting/task.yaml b/Mosqlimate_Dengue/tasks/cases_log_forecasting/task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..43807bedbd2fc6d5dedf002e828fa2ace10bb021 --- /dev/null +++ b/Mosqlimate_Dengue/tasks/cases_log_forecasting/task.yaml @@ -0,0 +1,76 @@ +task: + id: cases_log_forecasting + type: time_series_forecasting + description: Predict the next 13 available weekly raw dengue-case observations for all municipalities from 52 observed weeks; the source-only task axis excludes the official train_1/target_1 calendar gap, so the test target starts at the first target_1 week. A 29-step stride gives an exact 3:1 chronological train/validation split. + +inherit_general: true + +sample: + primary_key: timestamp + label_mode: index_reference + +inputs: + time_series: + - source: raw_cases + fields: + - raw_cases + window: + length: 52 + unit: 1w + + tabular_static: + source: municipality_metadata + fields: + - log_population + - log_area + - log_population_density + - koppen_af + - koppen_am + - koppen_as + - koppen_aw + - koppen_bsh + - koppen_cfa + - koppen_cfb + - koppen_cwa + - koppen_cwb + - biome_amazonia + - biome_caatinga + - biome_cerrado + - biome_mata_atlantica + - biome_pampa + - biome_pantanal + + graph: + source: municipality_queen_contiguity + +prediction: + field: raw_cases + source: raw_cases + horizon: + length: 13 + unit: 1w + starts_after: timestamp + stride: 29 + label_storage: + ref_column: target_series_ref + shape_column: target_tensor_shape + +leakage: + observed_past_only_columns: + - raw_cases + +data_refs: + tabular_static: + municipality_metadata: + file: input_multimodal/municipality_metadata.parquet + id_column: node_id + + time_series: + raw_cases: + file: input_multimodal/time_series/raw_cases/raw_cases.parquet + value_field: raw_cases + native_grid_minutes: 10080 + + graph: + municipality_queen_contiguity: + file: input_multimodal/node_level_task_graphs/municipality_queen_contiguity/edges.parquet diff --git a/Mosqlimate_Dengue/tasks/general_task.yaml b/Mosqlimate_Dengue/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..48cb40e772c64167e5d0f9bcfc36029cc9734286 --- /dev/null +++ b/Mosqlimate_Dengue/tasks/general_task.yaml @@ -0,0 +1,25 @@ +general_defaults: + input_processing: + tabular_static: + id_column: node_id + + time_series: + timestamp_column: timestamp + id_column: node_id + timezone: UTC + sampling: + native_rate: 1w + task_rate: 1w + + graph: + directed: true + weighted: false + + split_names: + train: train + validation: validation + test: test + + inheritance: + default_inherit_general: true + merge_strategy: recursive_override diff --git a/Mosqlimate_Dengue/tasks/population_density_regression/labels.csv b/Mosqlimate_Dengue/tasks/population_density_regression/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..b25c3ce9b3afed34f489e5e8558dfd235460ca95 --- /dev/null +++ b/Mosqlimate_Dengue/tasks/population_density_regression/labels.csv @@ -0,0 +1,5493 @@ +node_id,target_value +0,1.51525080 +1,3.07586074 +2,1.78722870 +3,3.09106755 +4,1.98320961 +5,2.65794539 +6,1.37590086 +7,1.32683957 +8,2.01212907 +9,0.99912632 +10,2.94893980 +11,2.90169549 +12,1.54871297 +13,2.55830455 +14,3.03873134 +15,1.87541223 +16,2.61840057 +17,2.64764738 +18,1.08547926 +19,3.58951616 +20,2.16196656 +21,2.01843977 +22,1.35385776 +23,1.17167890 +24,1.91081727 +25,1.46199012 +26,2.01834393 +27,2.40950060 +28,2.60824251 +29,1.37671185 +30,1.55800927 +31,1.35743392 +32,1.63356638 +33,0.96131909 +34,1.61605978 +35,1.14654803 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a/Mosqlimate_Dengue/tasks/population_density_regression/task.yaml b/Mosqlimate_Dengue/tasks/population_density_regression/task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..32406ac0e6b6773292adba316a8e0ee7972f5498 --- /dev/null +++ b/Mosqlimate_Dengue/tasks/population_density_regression/task.yaml @@ -0,0 +1,74 @@ +task: + id: population_density_regression + type: episode_regression + description: Predict municipality log population density from non-leaking climate/biome static features, 52 historical weekly case values, and the spatial graph. + +inherit_general: true + +sample: + primary_key: node_id + +inputs: + tabular_static: + source: municipality_metadata + fields: + - koppen_af + - koppen_am + - koppen_as + - koppen_aw + - koppen_bsh + - koppen_cfa + - koppen_cfb + - koppen_cwa + - koppen_cwb + - biome_amazonia + - biome_caatinga + - biome_cerrado + - biome_mata_atlantica + - biome_pampa + - biome_pantanal + + time_series: + - source: raw_cases + fields: + - raw_cases + window: + length: 52 + unit: 1w + + graph: + source: municipality_queen_contiguity + +prediction: + field: target_value + +leakage: + forbidden_input_columns: + - node_id + - geocode + - municipality_name + - uf + - uf_code + - population_2010 + - area_km2 + - population_density_2010_per_km2 + - log_population + - log_area + - log_population_density + - target_value + +data_refs: + tabular_static: + municipality_metadata: + file: input_multimodal/municipality_metadata.parquet + id_column: node_id + + time_series: + raw_cases: + file: input_multimodal/time_series/raw_cases/raw_cases.parquet + value_field: raw_cases + native_grid_minutes: 10080 + + graph: + municipality_queen_contiguity: + file: input_multimodal/node_level_task_graphs/municipality_queen_contiguity/edges.parquet diff --git a/SDWPF/.DS_Store b/SDWPF/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..ecbef8ebf5d6513dbc008b5c96e69843e8ba1afe Binary files /dev/null and b/SDWPF/.DS_Store differ diff --git a/SDWPF/dataset.py b/SDWPF/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..ed68f5e935ea27f7557ed0bd62fec940337e322c --- /dev/null +++ b/SDWPF/dataset.py @@ -0,0 +1,397 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml +import ipdb + +# 记录必要的字段信息是否提供 +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + 从dataset.yaml开始，读取所有相关配置文件 + + Args: + dataset_yaml_path: dataset.yaml文件路径 + + Returns: + 整合所有配置的字典 + """ + # 获取协议目录路径 + protocol_dir = Path(dataset_yaml_path).parent + + # 1. 读取dataset.yaml + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. 读取图配置 + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. 读取时序配置 + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. 整合所有配置 + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # 从多个可能路径里面，返回其中的一个存在的路径 + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # 生成了所有潜在可能的存储路径 + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # 对meta_df进行解析, 解析df中的每一列表头信息，转化为字典形式 + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + graph字典中必要的字段信息包括： + - 稀疏的邻接表 + - 每一条边的权重 + - 边上的特征 (可选) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # 如果图中有特征，则将特征添加到字典中 + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # 可以通过mode确定是单特征还是多特征 + + if variables_mode == "single": # 如果是单一特征，index就是timestamp，col_name就是sample_id, 特征名就是series_id + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # 如果是多特征，表头会是 sample_id, timestamp, feature_name1, feature_name2, ... + # 需要提取timestamp, 并根据timestamp的顺序，提取对应的特征value，结构应该是feature_name*: {sample_id: [values]}的形式 + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# 会将所有的yaml读成一个config +class MultiModalDataset(LoadedDataset): + """ + 使用 ``read_all_configs`` 返回的整合配置，在 ``dataset_dir`` 下按协议解析数据路径并加载表格。 + + ``dataset_dir`` 通常为协议根目录（含 ``input_multimodal/`` 与 ``dataset.yaml`` 的父目录）， + 或等价的数据根目录；路径解析会依次尝试 ``dataset_dir/`` 与 + ``dataset_dir/input_multimodal/...`` 等候选位置。 + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # 读取meta_features数据 + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # 对meta_df进行解析 + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # 如果id_col_graph和id_col_time_series都存在，则需要构建一个id_col_graph和id_col_time_series的映射关系，将两种模态进行对齐 + # 默认是将时序的id_col_time_series映射到图的id_col_graph + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # 读取graphs数据 + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # 图的级别，例如：node_level_task_graph, graph_level_task_graph + graph_directed = gcfg.get("directed") # 图的类型，例如：directed, undirected + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # 图中的特征，例如：edge_features + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # 继续解析图中的具体特征 + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # 将图数据加载到字典中， + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + ipdb.set_trace() + # 在断点中检查是不是该有的信息都被加载了 + # 以下是一些断言，确保dataset.config, dataset.meta_features, dataset.graphs, dataset.time_series等字段都存在且正确 + assert isinstance(dataset.config, dict), "dataset.config should be a dict" + assert "dataset" in dataset.config, "dataset.config should include dataset config" + assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + assert isinstance(dataset.meta_features["features"], dict), ( + "dataset.meta_features['features'] should be a dict" + ) + assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + assert "turbine_proximity" in dataset.graphs, ( + "dataset.graphs should include turbine_proximity" + ) + assert isinstance(dataset.graphs["turbine_proximity"], dict), ( + "turbine_proximity should be a parsed dict" + ) + assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + assert "sdwpf_scada" in dataset.time_series, ( + "dataset.time_series should include sdwpf_scada" + ) + sdwpf_scada = dataset.time_series["sdwpf_scada"] + assert isinstance(sdwpf_scada, dict), ( + "sdwpf_scada should be a parsed dict" + ) + for field in ("variables_mode", "timestamp", "value", "frequency"): + assert field in sdwpf_scada, f"sdwpf_scada should include {field}" + + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/SDWPF/dataset.yaml b/SDWPF/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..796ff9371a8ca750c2a0dee6505846c3dc481b5e --- /dev/null +++ b/SDWPF/dataset.yaml @@ -0,0 +1,42 @@ +# 数据集信息，dataset配置的入口，记录了不同模态数据的文件地址等信息 +dataset_id: SDWPF +dataset_name: SDWPF Wind Farm SCADA +domain: renewable_energy + +sample_defination: + sample_type: wind_turbine_scada_readings + sample_id_graph: turb_id # 对应数据中的表头信息, 如果就是按照index来，那么就是None + sample_id_time_series: episode_id # 对应数据中的表头信息, 如果就是按照index来，那么就是None + description: each sample corresponds to a 10-minute SCADA reading from one of 134 wind turbines + +modalities: +# 记录具有哪些模态的特征 + meta_features: # 静态元数据,类比于表格数据，读取主文件夹下的turbine_metadata.csv文件 + required: true # meta_features 是必填项 + file_name: meta_features.csv #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame + + node_level_task_graphs: + available: true # 是否为节点级任务图，如果有的话那么可以在对应的文件夹下获取相应的数据 + graph_ids: + - turbine_proximity # 图的名称，例如：turbine_proximity(风机空间邻近图) + + time_series: + available: true # 是否为时间序列数据，如果有的话那么可以在对应的文件夹下获取相应的数据 + time_series_ids: + - sdwpf_scada # 时序数据的名称，例如：sdwpf_scada(风机SCADA数据) + +tasks: # 任务构建 +# 记录数据集支持的任务类型，例如：meta_feature的预测，时序数据的预测、ranking任务 + - sdwpf_power_forecasting # 风电场功率预测 + - sdwpf_turbine_power_prediction # 单风机功率预测 + - sdwpf_operating_state_classification # 运行状态分类 + +# 数据来源信息 +license: + data_license: CC-BY-4.0 + redistribution_allowed: true + +source: + name: SDWPF (Spatial Dynamic Wind Power Forecasting) + url: https://aistudio.baidu.com/datasetdetail/116652 + citation: 'J. Zhou, X. Lu, Y. Xiao, J. Su, J. Lyu, Y. Ma, D. Dou. SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022. arXiv:2208.04360, 2022.' diff --git a/SDWPF/input_multimodal/.DS_Store b/SDWPF/input_multimodal/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..e4f821fbce6f5d77c1e72c4a3802bb157085ef60 Binary files /dev/null and b/SDWPF/input_multimodal/.DS_Store differ diff --git a/SDWPF/input_multimodal/meta_features.csv b/SDWPF/input_multimodal/meta_features.csv new file mode 100644 index 0000000000000000000000000000000000000000..9716d18ec1058ab224c39443abd6372037e9bac6 --- /dev/null +++ b/SDWPF/input_multimodal/meta_features.csv @@ -0,0 +1,135 @@ +episode_id,turb_id,x,y,elevation,mean_power,std_power,max_power,capacity_factor_pct,mean_wind_speed,data_points,null_rate_pct,target_class_id,target_class_name,target_value +Turb_1,1,3349.8515,5939.23193,1430.7000732421875,455.953,522.724,1560.19,30.4,5.327,51520,4.27,1,low_power,19.94 +Turb_2,2,3351.0017,6416.64673,1434.2000732421875,390.322,461.602,1521.37,26.03,5.456,51520,3.67,1,low_power,47.84 +Turb_3,3,3314.7797,6892.18395,1436.9000244140625,428.874,493.489,1521.09,28.6,5.236,51520,3.57,1,low_power,22.7 +Turb_4,4,3352.094,7366.14203,1439.7000732421875,415.313,481.554,1520.74,27.69,5.095,51520,4.68,1,low_power,64.91 +Turb_5,5,3355.342,7841.20175,1441.7000732421875,407.09,478.417,1520.69,27.15,5.242,51520,4.5,1,low_power,80.82 +Turb_6,6,3329.4284,8340.797690000001,1444.300048828125,428.742,490.806,1521.72,28.59,5.336,51520,3.77,1,low_power,68.68 +Turb_7,7,3360.5473,8816.23834,1447.2000732421875,409.604,476.859,1521.11,27.31,6.041,51520,3.79,1,low_power,62.94 +Turb_8,8,3360.2992,9265.21442,1448.800048828125,408.901,482.441,1521.12,27.27,5.553,51520,3.7,1,low_power,86.41 +Turb_9,9,3359.9419,10696.54549,1458.4000244140625,418.952,488.919,1521.15,27.94,5.164,51520,3.61,1,low_power,80.12 +Turb_10,10,3361.2616,11171.77916,1462.2000732421875,411.933,484.957,1520.95,27.47,5.361,51520,3.29,1,low_power,76.35 +Turb_11,11,3244.0619,11646.05877,1463.0,418.247,478.791,1521.48,27.89,5.171,51520,4.61,1,low_power,84.12 +Turb_12,12,3286.7788,12121.00426,1467.2000732421875,410.672,479.005,1520.88,27.38,5.011,51520,3.43,1,low_power,116.46 +Turb_13,13,3326.2552,244.02595,1395.2000732421875,389.11,468.413,1520.87,25.95,5.149,51520,4.43,1,low_power,108.13 +Turb_14,14,3328.7796,719.0481599999999,1396.300048828125,400.619,468.914,1521.42,26.71,5.277,51520,3.73,1,low_power,137.15 +Turb_15,15,3329.7588,1194.28795,1398.4000244140625,385.123,465.388,1520.99,25.68,5.098,51520,4.11,0,normal,153.69 +Turb_16,16,3333.9042,1658.25733,1400.5,390.098,451.752,1521.2,26.01,5.03,51520,4.15,0,normal,462.95 +Turb_17,17,3334.2558,2140.5542600000003,1405.0999755859375,383.918,453.696,1520.76,25.6,5.096,51520,3.59,0,normal,590.65 +Turb_18,18,3336.8477,2615.58831,1407.4000244140625,379.111,449.568,1560.19,25.28,4.871,51520,4.82,0,normal,462.04 +Turb_19,19,3338.8861,3090.44941,1409.5999755859375,367.437,433.181,1520.99,24.5,5.143,51520,4.07,0,normal,580.49 +Turb_20,20,3361.0339,3566.91886,1413.5999755859375,353.533,429.574,1520.67,23.58,4.776,51520,4.07,0,normal,714.16 +Turb_21,21,3249.0218,4043.58605,1414.5,353.681,428.96,1520.9,23.58,4.972,51520,4.82,0,normal,618.15 +Turb_22,22,3250.8602,4519.346729999999,1419.5,394.493,475.097,1550.75,26.31,5.112,51520,4.04,1,low_power,82.82 +Turb_23,23,3346.8376,4989.86182,1422.7000732421875,412.431,477.77,1522.26,27.5,5.229,51520,3.67,1,low_power,62.6 +Turb_24,24,3322.2136,5465.8856,1425.2000732421875,371.848,450.329,1521.93,24.8,5.177,51520,4.04,1,low_power,70.53 +Turb_25,25,4260.8151,5699.7501600000005,1428.7000732421875,411.0,476.158,1521.01,27.41,5.195,51520,3.96,1,low_power,74.71 +Turb_26,26,4328.53,6171.98539,1432.800048828125,414.642,479.966,1521.06,27.65,5.175,51520,3.81,1,low_power,65.79 +Turb_27,27,4331.9147,6650.66702,1437.7000732421875,388.083,458.676,1521.18,25.88,5.463,51520,3.74,1,low_power,67.49 +Turb_28,28,4373.2043,7122.6401,1441.7000732421875,371.496,458.247,1521.28,24.77,5.154,51520,3.8,1,low_power,59.29 +Turb_29,29,4267.1024,7597.967079999999,1442.0999755859375,384.736,460.442,1521.32,25.66,5.115,51520,3.76,1,low_power,61.74 +Turb_30,30,4333.9194,8075.094059999999,1446.5999755859375,357.695,441.845,1521.23,23.85,5.128,51520,4.2,1,low_power,61.08 +Turb_31,31,4363.0583,9974.68922,1457.4000244140625,385.193,456.065,1521.6,25.69,5.494,51520,3.59,1,low_power,72.74 +Turb_32,32,4341.538,10448.7068,1460.4000244140625,374.515,453.806,1521.36,24.97,4.898,51520,3.44,1,low_power,88.24 +Turb_33,33,4341.2239,10923.51197,1463.7000732421875,365.972,440.013,1521.32,24.4,4.923,51520,3.48,1,low_power,109.23 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+Turb_133,133,78.4309,6231.32903,1423.4000244140625,325.787,401.874,1520.66,21.73,4.294,32224,2.57,0,normal,951.14 +Turb_134,134,11.3385,6713.46517,1424.7000732421875,337.999,404.217,1520.94,22.54,4.898,32224,3.41,0,normal,937.11 diff --git a/SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/graph.yaml b/SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/graph.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bab2010a9c9bf35f4b0137e68f7714a55d96c3aa --- /dev/null +++ b/SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/graph.yaml @@ -0,0 +1,19 @@ +graph_id: turbine_proximity +graph_type: static # 默认静态图 +graph_level: node_level_task_graphs +directed: false # 无向图 +weighted: true # 加权图（基于空间距离的权重） +description: Spatial proximity graph for 134 wind turbines based on Euclidean distance +node_set: all_samples # 节点级任务图 + +file_name: turbine_proximity.csv #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame + +self_loop: false + +edge_features: # 指示图上边是否有特征 + available: false # 无边特征 + +allowed_tasks: + - sdwpf_power_forecasting + - sdwpf_turbine_power_prediction + - sdwpf_operating_state_classification diff --git a/SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/turbine_proximity.csv b/SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/turbine_proximity.csv new file mode 100644 index 0000000000000000000000000000000000000000..36d4380075ca946ffef45335a8430826227cf78d --- /dev/null +++ b/SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/turbine_proximity.csv @@ -0,0 +1,17823 @@ +src_id,dst_id,weight +1,2,0.899353 +1,3,0.809058 +1,4,0.728293 +1,5,0.655334 +1,6,0.586469 +1,7,0.527683 +1,8,0.477582 +1,9,0.347478 +1,10,0.312657 +1,11,0.281325 +1,12,0.253186 +1,13,0.28211 +1,14,0.313515 +1,15,0.348432 +1,16,0.386271 +1,17,0.429964 +1,18,0.477829 +1,19,0.531002 +1,20,0.590302 +1,21,0.655866 +1,22,0.728872 +1,23,0.809818 +1,24,0.900006 +1,25,0.811161 +1,26,0.799697 +1,27,0.763799 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b/SDWPF/input_multimodal/time_series/sdwpf_scada/sdwpf_scada_test.h5 new file mode 100644 index 0000000000000000000000000000000000000000..3a41fad982d429f34ef3cab9991393ddc55d5843 --- /dev/null +++ b/SDWPF/input_multimodal/time_series/sdwpf_scada/sdwpf_scada_test.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7a34468c0243b19a6bbd777e1b39f1a31d3a294118a0f42a2b20d537dd04577 +size 727571728 diff --git a/SDWPF/input_multimodal/time_series/sdwpf_scada/sdwpf_scada_train.h5 b/SDWPF/input_multimodal/time_series/sdwpf_scada/sdwpf_scada_train.h5 new file mode 100644 index 0000000000000000000000000000000000000000..e6564b9dce7c5c7245fb47dc5cc38b5ddcdbfc80 --- /dev/null +++ b/SDWPF/input_multimodal/time_series/sdwpf_scada/sdwpf_scada_train.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1df85cd5065ba295dc856bdc9b1c4fa8a1d9deb0d44af8fa420f9ed522fda25d +size 1069075672 diff --git a/SDWPF/input_multimodal/time_series/sdwpf_scada/series.yaml b/SDWPF/input_multimodal/time_series/sdwpf_scada/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..6af6d5ae6f7f19e8595d51fb96730ce646a41d64 --- /dev/null +++ b/SDWPF/input_multimodal/time_series/sdwpf_scada/series.yaml @@ -0,0 +1,83 @@ +series_id: sdwpf_scada +series_type: sample_level +temporal_granularity: 10min +timezone: null + +file_name: values.csv +variables_mode: multi +variables: + Wspd: + dtype: float + description: Wind speed at turbine hub height. + Wdir: + dtype: float + description: Wind direction at turbine hub height. + Etmp: + dtype: float + description: Environmental temperature. + Itmp: + dtype: float + description: Internal turbine temperature. + Ndir: + dtype: float + description: Nacelle direction. + Pab1: + dtype: float + description: Blade 1 pitch angle. + Pab2: + dtype: float + description: Blade 2 pitch angle. + Pab3: + dtype: float + description: Blade 3 pitch angle. + Prtv: + dtype: float + description: Reactive power. + Patv: + dtype: float + description: Active power (target variable). + T2m: + dtype: float + description: Temperature at 2m (ERA5 weather). + Sp: + dtype: float + description: Surface pressure (ERA5 weather). + RelH: + dtype: float + description: Relative humidity (ERA5 weather). + Wspd_w: + dtype: float + description: Wind speed (ERA5 weather). + Wdir_w: + dtype: float + description: Wind direction (ERA5 weather). + Tp: + dtype: float + description: Total precipitation (ERA5 weather). + +index: + id_column: episode_id + time_column: timestamp + feature_columns: + - Wspd + - Wdir + - Etmp + - Itmp + - Ndir + - Pab1 + - Pab2 + - Pab3 + - Prtv + - Patv + - T2m + - Sp + - RelH + - Wspd_w + - Wdir_w + - Tp + +model_input_excludes: [] + +missing_policy: + missing_timestamp: fill_zero + missing_value: leave_missing diff --git a/SDWPF/input_multimodal/time_series/sdwpf_scada/values.csv b/SDWPF/input_multimodal/time_series/sdwpf_scada/values.csv new file mode 100644 index 0000000000000000000000000000000000000000..aa24ab26dab73cc7bc392dab1e06102e77033514 --- /dev/null +++ b/SDWPF/input_multimodal/time_series/sdwpf_scada/values.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ebbb947b792b9d57342063b66412fcfc287d4b3dda90bf7aab29bdd0b270302 +size 1759554157 diff --git a/SDWPF/tasks/general_task.yaml b/SDWPF/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4f93a5ded723c980600f93009bef670d3b5b5b69 --- /dev/null +++ b/SDWPF/tasks/general_task.yaml @@ -0,0 +1,74 @@ +# ============================================================ +# LargeST_protocol/tasks/general_task.yaml +# ============================================================ +# 作用： +# - 这里只放“全任务共享的处理规则”和“命名约定”。 + +# 各个任务的task.yaml的推荐阅读顺序： +# 1) 先看每个 task.yaml 里的 sample：一条样本是什么。 +# 2) 再看 inputs：模型推理时能看到什么。 +# 3) 再看 prediction：模型要预测什么。 +# 4) 最后看 leakage：哪些列不能进入模型输入。 +# ============================================================ + +general_defaults: + # ------------------------------------------------------------ + # 输入处理默认规则。 + # 注意：这里是 processing defaults，不是 input field defaults。 + # 也就是说，这里只规定“如果某个任务使用了时序/表格/图输入，默认如何处理”， + # 但不会替任务自动添加任何输入字段。 + # ------------------------------------------------------------ + input_processing: + tabular_static: + # LargeST 中传感器 / 路段的唯一标识列。 + # 该列只用于 join labels、splits、metadata。 + id_column: ID + + time_series: + # LargeST 历史交通流数据通常以 timestamp 为时间轴，以传感器 ID 为列轴。 + timestamp_column: timestamp + id_column: ID + timezone: UTC + + sampling: + # LargeST 原始历史交通流数据常见粒度为 15 分钟。 + # 如果你的 h5 文件已经预处理成其它粒度，需要在具体任务里覆盖。 + native_rate: 15min + + # 默认任务粒度与原始粒度一致。 + # 例如 ranking 任务按小时决策时，应在 task.yaml 中覆盖为 1h。 + task_rate: 15min + + # 当 task_rate 比 native_rate 更粗时，例如 15min -> 1h，使用该聚合方法。 + # mean 适合交通流平均状态；sum 适合流量累计计数，但需要确认数据语义。 + downsample_method: mean + + # 当 task_rate 比 native_rate 更细时，例如 15min -> 5min，使用该插值方法。【通常不建议这样配置task】 + # ffill 表示使用最近一次观测值前向填充。 + upsample_method: ffill + + graph: + # 图输入默认视为静态图，例如 LargeST 的 adj.npy。 + # 若未来加入动态图，例如事件诱导图、施工影响图，可在具体任务中扩展。 + directed: false + weighted: true + + + # ------------------------------------------------------------ + # 通用划分名称。 + # splits.csv 中建议使用这些标准值，避免 train/val/valid/dev 混用。 + # ------------------------------------------------------------ + split_names: + train: train + validation: val + test: test + + # ------------------------------------------------------------ + # 继承规则说明。 + # 具体任务可以声明 inherit_general: true，表示继承本文件的处理默认值。 + # 注意：继承只影响 input_processing / columns / split_names 等默认规则， + # 不会自动继承任何具体输入字段。 + # ------------------------------------------------------------ + inheritance: + default_inherit_general: true + merge_strategy: recursive_override diff --git a/SDWPF/tasks/sdwpf_operating_state_classification/labels.csv b/SDWPF/tasks/sdwpf_operating_state_classification/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..bc8290910f88bc99da5e48ef68eb9ba3c59a7493 --- /dev/null +++ b/SDWPF/tasks/sdwpf_operating_state_classification/labels.csv @@ -0,0 +1,135 @@ +episode_id,timestamp,target_class_id,target_class_name,fd_subset +Turb_57,2021-01-01 01:00:00,1,low_power,0 +Turb_58,2021-01-01 01:00:00,0,normal,0 +Turb_59,2021-01-01 01:00:00,0,normal,0 +Turb_60,2021-01-01 01:00:00,0,normal,0 +Turb_61,2021-01-01 01:00:00,0,normal,0 +Turb_62,2021-01-01 01:00:00,0,normal,0 +Turb_63,2021-01-01 01:00:00,0,normal,0 +Turb_64,2021-01-01 01:00:00,0,normal,0 +Turb_65,2021-01-01 01:00:00,0,normal,0 +Turb_66,2021-01-01 01:00:00,0,normal,0 +Turb_67,2021-01-01 01:00:00,0,normal,0 +Turb_68,2021-01-01 01:00:00,0,normal,0 +Turb_45,2021-01-01 01:00:00,1,low_power,0 +Turb_46,2021-01-01 01:00:00,1,low_power,0 +Turb_47,2021-01-01 01:00:00,1,low_power,0 +Turb_48,2021-01-01 01:00:00,1,low_power,0 +Turb_49,2021-01-01 01:00:00,1,low_power,0 +Turb_50,2021-01-01 01:00:00,1,low_power,0 +Turb_51,2021-01-01 01:00:00,1,low_power,0 +Turb_52,2021-01-01 01:00:00,1,low_power,0 +Turb_53,2021-01-01 01:00:00,1,low_power,0 +Turb_54,2021-01-01 01:00:00,1,low_power,0 +Turb_55,2021-01-01 01:00:00,1,low_power,0 +Turb_56,2021-01-01 01:00:00,1,low_power,0 +Turb_34,2021-01-01 01:00:00,1,low_power,0 +Turb_35,2021-01-01 01:00:00,0,normal,0 +Turb_36,2021-01-01 01:00:00,0,normal,0 +Turb_37,2021-01-01 01:00:00,0,normal,0 +Turb_38,2021-01-01 01:00:00,0,normal,0 +Turb_39,2021-01-01 01:00:00,0,normal,0 +Turb_40,2021-01-01 01:00:00,0,normal,0 +Turb_41,2021-01-01 01:00:00,0,normal,0 +Turb_42,2021-01-01 01:00:00,0,normal,0 +Turb_43,2021-01-01 01:00:00,0,normal,0 +Turb_44,2021-01-01 01:00:00,0,normal,0 +Turb_22,2021-01-01 01:00:00,1,low_power,0 +Turb_23,2021-01-01 01:00:00,1,low_power,0 +Turb_24,2021-01-01 01:00:00,1,low_power,0 +Turb_25,2021-01-01 01:00:00,1,low_power,0 +Turb_26,2021-01-01 01:00:00,1,low_power,0 +Turb_27,2021-01-01 01:00:00,1,low_power,0 +Turb_28,2021-01-01 01:00:00,1,low_power,0 +Turb_29,2021-01-01 01:00:00,1,low_power,0 +Turb_30,2021-01-01 01:00:00,1,low_power,0 +Turb_31,2021-01-01 01:00:00,1,low_power,0 +Turb_32,2021-01-01 01:00:00,1,low_power,0 +Turb_33,2021-01-01 01:00:00,1,low_power,0 +Turb_12,2021-01-01 01:00:00,1,low_power,0 +Turb_13,2021-01-01 01:00:00,1,low_power,0 +Turb_14,2021-01-01 01:00:00,1,low_power,0 +Turb_15,2021-01-01 01:00:00,0,normal,0 +Turb_16,2021-01-01 01:00:00,0,normal,0 +Turb_17,2021-01-01 01:00:00,0,normal,0 +Turb_18,2021-01-01 01:00:00,0,normal,0 +Turb_19,2021-01-01 01:00:00,0,normal,0 +Turb_20,2021-01-01 01:00:00,0,normal,0 +Turb_21,2021-01-01 01:00:00,0,normal,0 +Turb_1,2021-01-01 01:00:00,1,low_power,0 +Turb_2,2021-01-01 01:00:00,1,low_power,0 +Turb_3,2021-01-01 01:00:00,1,low_power,0 +Turb_4,2021-01-01 01:00:00,1,low_power,0 +Turb_5,2021-01-01 01:00:00,1,low_power,0 +Turb_6,2021-01-01 01:00:00,1,low_power,0 +Turb_7,2021-01-01 01:00:00,1,low_power,0 +Turb_8,2021-01-01 01:00:00,1,low_power,0 +Turb_9,2021-01-01 01:00:00,1,low_power,0 +Turb_10,2021-01-01 01:00:00,1,low_power,0 +Turb_11,2021-01-01 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0000000000000000000000000000000000000000..cea2125dd23ef2aca7619f19c11f4f6da7a44a36 --- /dev/null +++ b/SDWPF/tasks/sdwpf_operating_state_classification/splits.csv @@ -0,0 +1,135 @@ +episode_id,timestamp,split,fold +Turb_57,2021-01-01 01:00:00,test,0 +Turb_58,2021-01-01 01:00:00,train,0 +Turb_59,2021-01-01 01:00:00,test,0 +Turb_60,2021-01-01 01:00:00,test,0 +Turb_61,2021-01-01 01:00:00,test,0 +Turb_62,2021-01-01 01:00:00,test,0 +Turb_63,2021-01-01 01:00:00,test,0 +Turb_64,2021-01-01 01:00:00,test,0 +Turb_65,2021-01-01 01:00:00,test,0 +Turb_66,2021-01-01 01:00:00,test,0 +Turb_67,2021-01-01 01:00:00,test,0 +Turb_68,2021-01-01 01:00:00,test,0 +Turb_45,2021-01-01 01:00:00,train,0 +Turb_46,2021-01-01 01:00:00,train,0 +Turb_47,2021-01-01 01:00:00,train,0 +Turb_48,2021-01-01 01:00:00,train,0 +Turb_49,2021-01-01 01:00:00,train,0 +Turb_50,2021-01-01 01:00:00,train,0 +Turb_51,2021-01-01 01:00:00,train,0 +Turb_52,2021-01-01 01:00:00,test,0 +Turb_53,2021-01-01 01:00:00,test,0 +Turb_54,2021-01-01 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+Turb_116,2021-01-01 01:00:00,validation,0 +Turb_117,2021-01-01 01:00:00,validation,0 +Turb_118,2021-01-01 01:00:00,validation,0 +Turb_119,2021-01-01 01:00:00,validation,0 +Turb_120,2021-01-01 01:00:00,validation,0 +Turb_121,2021-01-01 01:00:00,validation,0 +Turb_122,2021-01-01 01:00:00,validation,0 +Turb_123,2021-01-01 01:00:00,validation,0 diff --git a/SDWPF/tasks/sdwpf_operating_state_classification/task.yaml b/SDWPF/tasks/sdwpf_operating_state_classification/task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5a6d4be10f500523bbbab8c8f33b46f2902c4ba6 --- /dev/null +++ b/SDWPF/tasks/sdwpf_operating_state_classification/task.yaml @@ -0,0 +1,93 @@ + +# ============================================================ +# Task: sdwpf_operating_state_classification +# ============================================================ +# 任务目标： +# - 根据 SDWPF 风机的静态属性和历史 SCADA 数据，预测风机的运行状态类别。 +# - 这是 episode-level 分类任务：每个 episode_id 对应一个静态样本。 +# +# 核心语义： +# - sample 是 wind_turbine episode_id。 +# - inputs 是模型能看到的静态属性和历史时序数据。 +# - prediction.target.column = target_class_id 是模型要预测的类别标签。 +# - target_class_id / target_class_name 不能作为输入字段，否则会产生直接标签泄漏。 +# ============================================================ + +task: + id: sdwpf_operating_state_classification + type: episode_classification + description: > + Classify each wind turbine timestamp into one of four operating states + (normal, low_power, stopped, anomalous) based on active power output relative + to rated power. 134 turbines, single wind farm. + +inherit_general: true + +sample: + primary_key: episode_id # ID 用于连接 labels.csv、splits.csv 和静态属性表。 + +inputs: + tabular_static: + source: turbine_metadata # 指向 data_refs.tabular_static 中的静态属性表。 + fields: + # - x + # - y + - elevation + - mean_power + - std_power + - max_power + - capacity_factor_pct + - mean_wind_speed + + time_series: + - fields: + - Wspd + - Wdir + - Etmp + - Itmp + - Ndir + - Pab1 + - Pab2 + - Pab3 + - Prtv + - T2m + - Sp + - RelH + - Wspd_w + - Wdir_w + - Tp + # - Patv + source: sdwpf_scada # 指向 data_refs.time_series 中定义的底层 SDWPF h5 文件。 + + window: + length: 2016 # 历史窗口长度为 6 个任务时间步。 + unit: 10min # 每步 10 分钟，因此模型看到过去 1 小时。 + + graph: + source: turbine_proximity + + +prediction: + field: target_class_id + + +leakage: + forbidden_input_columns: + - target_class_id + - target_class_name + - episode_id # 主键只用于 join / indexing + - fd_subset # 数据子集标记，不能作为输入。 + - Patv #数据泄露 + +data_refs: + tabular_static: + turbine_metadata: + file: SDWPF/input_multimodal/meta_features.csv + id_column: episode_id + + time_series: + sdwpf_scada: + + graph: + turbine_proximity: + file: SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/turbine_proximity.csv diff --git a/SDWPF/tasks/sdwpf_power_forecasting/labels.csv b/SDWPF/tasks/sdwpf_power_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..5b0cce26b50476cbeb7957cfc1d8f268c3c53d80 --- /dev/null +++ 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17:30:00,84600,test,0 +2021-12-30 21:30:00,84624,test,0 +2021-12-31 01:30:00,84648,test,0 +2021-12-31 05:30:00,84672,test,0 +2021-12-31 09:30:00,84696,test,0 +2021-12-31 13:30:00,84720,test,0 +2021-12-31 17:30:00,84744,test,0 diff --git a/SDWPF/tasks/sdwpf_power_forecasting/task.yaml b/SDWPF/tasks/sdwpf_power_forecasting/task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..23fd7002d98ace1a5a9476f234dd199cb738e03b --- /dev/null +++ b/SDWPF/tasks/sdwpf_power_forecasting/task.yaml @@ -0,0 +1,154 @@ + +# ============================================================ +# Task: sdwpf_power_forecasting +# ============================================================ +# 任务目标： +# - 使用 SDWPF 风机的历史 SCADA 数据的过去窗口，预测未来窗口的风机有功功率 Patv。 +# - 这是典型的多传感器时间序列预测任务。 +# +# 核心语义： +# - sample 定义"一条样本是什么"：一个决策时间 timestamp。 +# - inputs 定义"模型能看到什么"：timestamp 之前的历史 SCADA 特征， +# 以及在预测时刻已知的未来协变量（天气特征）。 +# - prediction 定义"模型要预测什么"：未来 horizon 内的 Patv 序列。 +# - leakage 定义"哪些未来值不能进输入"：未来 Patv 和其他 SCADA 特征绝对不能作为输入。 +# ============================================================ + +task: + id: sdwpf_power_forecasting # 任务唯一 ID；建议与目录名保持一致，便于脚本自动发现。 + type: time_series_forecasting # 任务类型：时间序列预测。 + description: > + Predict future active power (Patv) for all 134 wind turbines given + the past hour of SCADA and weather observations. + 1 hour context (6 steps x 10min), 30 minute horizon (3 steps x 10min). + +# 是否继承 ../general_task.yaml 中的通用处理规则。 +inherit_general: true + +sample: + primary_key: timestamp + + # 标签存储模式。 + # index_reference: labels.csv 不逐个展开 (episode_id, timestamp, horizon) 标签， + # 而是用引用列指向底层时间序列文件。 + label_mode: index_reference + +inputs: + # ------------------------------------------------------------ + # 模型输入 1：历史 SCADA 特征。 + # ------------------------------------------------------------ + time_series: + - fields: + - Wspd + - Wdir + - Etmp + - Itmp + - Ndir + - Pab1 + - Pab2 + - Pab3 + - Prtv + - Patv + source: sdwpf_scada # 指向 data_refs.time_series 中定义的底层 SDWPF h5 文件。 + + window: + length: 2016 # 历史窗口长度为 2016 个任务时间步。 + unit: 10min # 每步 10 分钟，因此模型看到过去 14 天。 + + sampling: # 可选配置 + native_rate: 10min # SDWPF 原始 h5 的采样粒度。 + task_rate: 10min # 本任务的输入粒度，与原始粒度一致。 + downsample_method: mean + upsample_method: ffill + + # ------------------------------------------------------------ + # 模型输入 2：未来已知协变量（天气特征）。 + # ------------------------------------------------------------ + + - fields: + - T2m + - Sp + - RelH + - Wspd_w + - Wdir_w + - Tp + source: sdwpf_scada # 天气变量在预测时刻即可知道，允许覆盖未来 horizon。 + window: + length: 2016 + unit: 10min + + sampling: + native_rate: 10min + task_rate: 10min + downsample_method: mean + upsample_method: ffill + + tabular_static: + source: turbine_metadata # 指向 data_refs.tabular_static 中的静态属性表。 + + fields: + - x + - y + - elevation + - mean_power + - std_power + - max_power + - capacity_factor_pct + - mean_wind_speed + + graph: + source: turbine_proximity + +prediction: + field: Patv # 需要预测的目标变量。 + source: sdwpf_scada # 目标值来自同一个 SDWPF SCADA h5 文件。 + + horizon: + length: 24 # 预测未来 24 个时间步。 + unit: 10min # 每步 10 分钟，因此预测未来 4 小时。 + starts_after: timestamp # 未来窗口从 sample.timestamp 之后开始。 + + stride: 24 # 相邻样本的 timestamp 间隔为 24 个任务时间步。 + + label_storage: + ref_column: target_series_ref # labels.csv 中指向底层目标序列的引用列。 + shape_column: target_tensor_shape # labels.csv 中记录目标张量形状的列，例如 [num_nodes, horizon, num_fields]。 + +leakage: + + observed_past_only_columns: + - Wspd + - Wdir + - Etmp + - Itmp + - Ndir + - Pab1 + - Pab2 + - Pab3 + - Prtv + - Patv # SCADA 特征只能作为历史输入；未来 Patv 是预测目标，不能作为输入。 + + known_future_columns: + - T2m + - Sp + - RelH + - Wspd_w + - Wdir_w + - Tp # 天气变量可在预测时刻提前知道，因此允许作为未来协变量。 + + forbidden_input_columns: + - Patv # 目标列不能直接作为静态输入特征。 + + +data_refs: + time_series: + sdwpf_scada: + + tabular_static: + turbine_metadata: + file: SDWPF/input_multimodal/meta_features.csv + id_column: episode_id + + graph: + turbine_proximity: + file: SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/turbine_proximity.csv diff --git a/SDWPF/tasks/sdwpf_turbine_power_prediction/labels.csv b/SDWPF/tasks/sdwpf_turbine_power_prediction/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..7bf102dd06d9cc3d30dcce013156545b1ac19644 --- /dev/null +++ b/SDWPF/tasks/sdwpf_turbine_power_prediction/labels.csv @@ -0,0 +1,135 @@ +episode_id,timestamp,target_value,fd_subset +Turb_1,2021-01-01 01:00:00,19.94,0 +Turb_10,2021-01-01 01:00:00,76.35,0 +Turb_100,2021-01-01 01:00:00,113.67,0 +Turb_101,2021-01-01 01:00:00,191.61,0 +Turb_102,2021-01-01 01:00:00,264.06,0 +Turb_103,2021-01-01 01:00:00,304.18,0 +Turb_104,2021-01-01 01:00:00,378.32,0 +Turb_105,2021-01-01 01:00:00,438.09,0 +Turb_106,2021-01-01 01:00:00,455.51,0 +Turb_107,2021-01-01 01:00:00,483.76,0 +Turb_108,2021-01-01 01:00:00,510.87,0 +Turb_109,2021-01-01 01:00:00,629.32,0 +Turb_11,2021-01-01 01:00:00,84.12,0 +Turb_110,2021-01-01 01:00:00,701.38,0 +Turb_111,2021-01-01 01:00:00,712.0,0 +Turb_112,2021-01-01 01:00:00,668.36,0 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01:00:00,validation,0 +Turb_77,2021-01-01 01:00:00,validation,0 +Turb_78,2021-01-01 01:00:00,validation,0 +Turb_79,2021-01-01 01:00:00,validation,0 +Turb_8,2021-01-01 01:00:00,train,0 +Turb_80,2021-01-01 01:00:00,train,0 +Turb_81,2021-01-01 01:00:00,train,0 +Turb_82,2021-01-01 01:00:00,train,0 +Turb_83,2021-01-01 01:00:00,train,0 +Turb_84,2021-01-01 01:00:00,train,0 +Turb_85,2021-01-01 01:00:00,train,0 +Turb_86,2021-01-01 01:00:00,train,0 +Turb_87,2021-01-01 01:00:00,train,0 +Turb_88,2021-01-01 01:00:00,train,0 +Turb_89,2021-01-01 01:00:00,train,0 +Turb_9,2021-01-01 01:00:00,train,0 +Turb_90,2021-01-01 01:00:00,train,0 +Turb_91,2021-01-01 01:00:00,validation,0 +Turb_92,2021-01-01 01:00:00,validation,0 +Turb_93,2021-01-01 01:00:00,validation,0 +Turb_94,2021-01-01 01:00:00,validation,0 +Turb_95,2021-01-01 01:00:00,validation,0 +Turb_96,2021-01-01 01:00:00,validation,0 +Turb_97,2021-01-01 01:00:00,validation,0 +Turb_98,2021-01-01 01:00:00,validation,0 +Turb_99,2021-01-01 01:00:00,validation,0 diff --git a/SDWPF/tasks/sdwpf_turbine_power_prediction/task.yaml b/SDWPF/tasks/sdwpf_turbine_power_prediction/task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5f9303cbb2ee4886982e48e88c8c1d9390c4d5ef --- /dev/null +++ b/SDWPF/tasks/sdwpf_turbine_power_prediction/task.yaml @@ -0,0 +1,99 @@ + +# ============================================================ +# Task: sdwpf_turbine_power_prediction +# ============================================================ +# 任务目标： +# - 根据 SDWPF 风机的静态属性和历史 SCADA 数据，预测风机的有功功率 Patv。 +# - 这是 episode-level 回归任务：每个 episode_id 对应一个静态样本。 +# +# 核心语义： +# - sample 是 wind_turbine episode_id。 +# - inputs 是模型能看到的静态属性和历史时序数据。 +# - prediction.target.column = target_value 是模型要预测的回归目标。 +# - target_value 不能作为输入字段，否则会产生直接标签泄漏。 +# ============================================================ + +task: + id: sdwpf_turbine_power_prediction # 任务唯一 ID；建议与目录名保持一致。 + type: episode_regression # 任务类型：每个样本输出一个连续值或数值型标签。 + description: > + Predict active power (Patv) of wind turbines from historical SCADA + and weather conditions. + 134 turbines from a single wind farm over 2 years. + +inherit_general: true + +sample: + primary_key: episode_id # episode_id 用于连接 labels.csv、splits.csv 和静态属性表。 + +inputs: + # ------------------------------------------------------------ + # 静态表格输入。 + # ------------------------------------------------------------ + tabular_static: + source: turbine_metadata # 指向 data_refs.tabular_static 中的静态属性表。 + + fields: + - x + - y + - elevation + - mean_wind_speed + + time_series: + - fields: + - Wspd + - Wdir + - Etmp + - Itmp + - Ndir + - Pab1 + - Pab2 + - Pab3 + - Prtv + - T2m + - Sp + - RelH + - Wspd_w + - Wdir_w + - Tp + - Patv + source: sdwpf_scada # 指向 data_refs.time_series 中定义的底层 SDWPF h5 文件。 + + window: + # 当前 episode 回归加载器取每台风机序列最前面的 2016 步。 + # 该窗口结束时间早于标签时间 2021-01-01 01:00:00， + # 因此 Patv 仅包含历史值，不包含目标时刻值。 + length: 2016 # 历史窗口长度约为 14 天。 + unit: 10min + + graph: + source: turbine_proximity + + +prediction: + field: target_value # labels.csv 中的监督信号列。 + + +leakage: + forbidden_input_columns: + - target_value # 目标列，绝对不能作为输入。 + - episode_id # 主键只用于 join / indexing + - fd_subset # 数据子集标记，不能作为输入。 + - mean_power # 全期 Patv 统计，存在未来信息。 + - std_power + - max_power + - capacity_factor_pct # 由全期 mean_power 直接计算。 + + +data_refs: + tabular_static: + turbine_metadata: + file: SDWPF/input_multimodal/meta_features.csv + id_column: episode_id + + time_series: + sdwpf_scada: + + graph: + turbine_proximity: + file: SDWPF/input_multimodal/node_level_task_graphs/turbine_proximity/turbine_proximity.csv diff --git a/Store_Sales/.DS_Store b/Store_Sales/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..30deb812b48e120d832c892832e1807b3fa3f26f Binary files /dev/null and b/Store_Sales/.DS_Store differ diff --git a/Store_Sales/dataset.py b/Store_Sales/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..4334af26816ce43d7e293c8c3aa255d752728ef8 --- /dev/null +++ b/Store_Sales/dataset.py @@ -0,0 +1,397 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml +import ipdb + +# Record whether the required fields are provided. +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + Read all related configuration files, starting from dataset.yaml. + + Args: + dataset_yaml_path: Path to dataset.yaml. + + Returns: + A dictionary containing all configurations. + """ + # Get the protocol directory path. + protocol_dir = Path(dataset_yaml_path).parent + + # 1. Read dataset.yaml. + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. Read graph configurations. + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. Read time series configurations. + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. Combine all configurations. + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # Return an existing path from the candidate paths. + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # Generate all candidate storage paths. + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # Parse each column in meta_df and convert the data to a dictionary. + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + Required information in the graph dictionary includes: + - A sparse adjacency list + - The weight of each edge + - Edge features (optional) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # Add graph features to the dictionary if they are available. + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # Use mode to distinguish single-variable and multivariable data. + + if variables_mode == "single": # For a single variable, the index is timestamp, column names are sample_id values, and the feature name is series_id. + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # For multiple variables, the columns are sample_id, timestamp, feature_name1, feature_name2, ... + # Extract timestamps and feature values in timestamp order, using the structure feature_name*: {sample_id: [values]}. + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# Read all YAML files into one configuration. +class MultiModalDataset(LoadedDataset): + """ + Use the configuration returned by ``read_all_configs`` to resolve protocol paths under ``dataset_dir`` and load tables. + + ``dataset_dir`` is usually the protocol root containing ``input_multimodal/`` and ``dataset.yaml``, + or an equivalent data root. Path resolution tries ``dataset_dir/`` and + ``dataset_dir/input_multimodal/...``, among other candidate locations, in order. + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # Read meta_features data. + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # Parse meta_df. + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # If both id_col_graph and id_col_time_series exist, build a mapping between them to align the two modalities. + # By default, map time series IDs from id_col_time_series to graph IDs in id_col_graph. + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # Read graph data. + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # Graph level, for example: node_level_task_graph, graph_level_task_graph. + graph_directed = gcfg.get("directed") # Graph type, for example: directed, undirected. + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # Graph features, for example: edge_features. + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # Continue parsing individual graph features. + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # Load graph data into the dictionary. + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + ipdb.set_trace() + # At the breakpoint, check whether all required information has been loaded. + + assert isinstance(dataset.config, dict), "dataset.config should be a dict" + assert "dataset" in dataset.config, "dataset.config should include dataset config" + assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + assert isinstance(dataset.meta_features["features"], dict), ( + "dataset.meta_features['features'] should be a dict" + ) + assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + assert "store_family_relation_graph" in dataset.graphs, ( + "dataset.graphs should include store_family_relation_graph" + ) + assert isinstance(dataset.graphs["store_family_relation_graph"], dict), ( + "store_family_relation_graph should be a parsed dict" + ) + assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + assert "sales" in dataset.time_series, ( + "dataset.time_series should include sales" + ) + traffic_flow = dataset.time_series["sales"] + assert isinstance(traffic_flow, dict), ( + "traffic_flow should be a parsed dict" + ) + for field in ("variables_mode", "timestamp", "value", "frequency"): + assert field in traffic_flow, f"traffic_flow should include {field}" + + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/Store_Sales/dataset.yaml b/Store_Sales/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..07d897bafeb8baefe3cab7fd47456c1895d72297 --- /dev/null +++ b/Store_Sales/dataset.yaml @@ -0,0 +1,43 @@ +# Dataset information: the entry point for dataset configuration, including file locations for each modality. +dataset_id: StoreSales +dataset_name: Store_Sales +domain: retail_supply_chain + +sample_defination: + sample_type: store-family inventory demand node + sample_id_graph: episode_id # Corresponding graph node identifier column. + sample_id_time_series: episode_id # Corresponding time series identifier column. + description: each sample corresponds to one (store_nbr, family) node; episode_id is int 0..N-1 aligned across modalities + +modalities: +# Available feature modalities. + meta_features: # Static metadata, relative to input_multimodal/ under the protocol root. + required: true # meta_features is required. + file_name: meta_features.csv # Combining this with dataset.py's _meta_candidates yields input_multimodal/meta_features.csv. + + node_level_task_graphs: + available: true # Whether a graph for node-level tasks is available. + graph_ids: + - store_family_relation_graph + + time_series: + available: true # Whether time series data is available. + time_series_ids: + - sales + - onpromotion + - dcoilwtico + - is_holiday + +tasks: # Task construction. +# Supported task types. + - store_type_classification + - sales_flow_forecasting + +# Data source information. +license: + data_license: Kaggle competition terms (source-dependent) + redistribution_allowed: true + +source: + name: Corporacion Favorita Grocery Sales Forecasting + url: https://www.kaggle.com/competitions/favorita-grocery-sales-forecasting diff --git a/Store_Sales/input_multimodal/meta_features.csv b/Store_Sales/input_multimodal/meta_features.csv new file mode 100644 index 0000000000000000000000000000000000000000..0a6814bfc3729f7a18431bb40f76eb89daff5b16 --- /dev/null +++ b/Store_Sales/input_multimodal/meta_features.csv @@ -0,0 +1,1783 @@ +episode_id,store_nbr,family,family_id,city,state,type,cluster,store_type_target_class_name,store_type_target_class_id,target_class_name,target_class_id,peak_sales_capacity_target_value,peak_sales_capacity_q99,target_value +0,1,AUTOMOTIVE,0,Quito,Pichincha,D,13,D,3,D,3,12.0,12.0,12.0 +1,1,BABY CARE,1,Quito,Pichincha,D,13,D,3,D,3,0.0,0.0,0.0 +2,1,BEAUTY,2,Quito,Pichincha,D,13,D,3,D,3,8.0,8.0,8.0 +3,1,BEVERAGES,3,Quito,Pichincha,D,13,D,3,D,3,3075.51,3075.51,3075.51 +4,1,BOOKS,4,Quito,Pichincha,D,13,D,3,D,3,3.0,3.0,3.0 +5,1,BREAD/BAKERY,5,Quito,Pichincha,D,13,D,3,D,3,536.9087700000005,536.9087700000005,536.9087700000005 +6,1,CELEBRATION,6,Quito,Pichincha,D,13,D,3,D,3,39.17000000000007,39.17000000000007,39.17000000000007 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Tsachilas,D,4,D,3,D,3,55.17000000000007,55.17000000000007,55.17000000000007 +139,5,CLEANING,7,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,1689.1900000000005,1689.1900000000005,1689.1900000000005 +140,5,DAIRY,8,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,886.0200000000004,886.0200000000004,886.0200000000004 +141,5,DELI,9,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,442.6098400000002,442.6098400000002,442.6098400000002 +142,5,EGGS,10,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,211.17000000000007,211.17000000000007,211.17000000000007 +143,5,FROZEN FOODS,11,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,1536.4356900000078,1536.4356900000078,1536.4356900000078 +144,5,GROCERY I,12,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,5631.563390000005,5631.563390000005,5631.563390000005 +145,5,GROCERY II,13,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,101.02000000000044,101.02000000000044,101.02000000000044 +146,5,HARDWARE,14,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,5.0,5.0,5.0 +147,5,HOME AND KITCHEN I,15,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,70.0,70.0,70.0 +148,5,HOME AND KITCHEN II,16,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,180.0,180.0,180.0 +149,5,HOME APPLIANCES,17,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,4.0,4.0,4.0 +150,5,HOME CARE,18,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,399.34000000000015,399.34000000000015,399.34000000000015 +151,5,LADIESWEAR,19,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,40.34000000000015,40.34000000000015,40.34000000000015 +152,5,LAWN AND GARDEN,20,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,17.170000000000073,17.170000000000073,17.170000000000073 +153,5,LINGERIE,21,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,55.0,55.0,55.0 +154,5,"LIQUOR,WINE,BEER",22,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,282.21000000000095,282.21000000000095,282.21000000000095 +155,5,MAGAZINES,23,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,18.0,18.0,18.0 +156,5,MEATS,24,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,462.23849660000025,462.23849660000025,462.23849660000025 +157,5,PERSONAL CARE,25,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,503.8500000000004,503.8500000000004,503.8500000000004 +158,5,PET SUPPLIES,26,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,9.0,9.0,9.0 +159,5,PLAYERS AND ELECTRONICS,27,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,20.0,20.0,20.0 +160,5,POULTRY,28,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,474.0117300000007,474.0117300000007,474.0117300000007 +161,5,PREPARED FOODS,29,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,151.3848,151.3848,151.3848 +162,5,PRODUCE,30,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,2585.188500000005,2585.188500000005,2585.188500000005 +163,5,SCHOOL AND OFFICE SUPPLIES,31,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,6.0,6.0,6.0 +164,5,SEAFOOD,32,Santo Domingo,Santo Domingo de los Tsachilas,D,4,D,3,D,3,33.66825834000004,33.66825834000004,33.66825834000004 +165,6,AUTOMOTIVE,0,Quito,Pichincha,D,13,D,3,D,3,18.0,18.0,18.0 +166,6,BABY CARE,1,Quito,Pichincha,D,13,D,3,D,3,0.0,0.0,0.0 +167,6,BEAUTY,2,Quito,Pichincha,D,13,D,3,D,3,20.0,20.0,20.0 +168,6,BEVERAGES,3,Quito,Pichincha,D,13,D,3,D,3,7740.530000000001,7740.530000000001,7740.530000000001 +169,6,BOOKS,4,Quito,Pichincha,D,13,D,3,D,3,2.0,2.0,2.0 +170,6,BREAD/BAKERY,5,Quito,Pichincha,D,13,D,3,D,3,1020.19809,1020.19809,1020.19809 +171,6,CELEBRATION,6,Quito,Pichincha,D,13,D,3,D,3,39.0,39.0,39.0 +172,6,CLEANING,7,Quito,Pichincha,D,13,D,3,D,3,2214.040000000001,2214.040000000001,2214.040000000001 +173,6,DAIRY,8,Quito,Pichincha,D,13,D,3,D,3,1923.8700000000008,1923.8700000000008,1923.8700000000008 +174,6,DELI,9,Quito,Pichincha,D,13,D,3,D,3,652.5665200000001,652.5665200000001,652.5665200000001 +175,6,EGGS,10,Quito,Pichincha,D,13,D,3,D,3,408.0,408.0,408.0 +176,6,FROZEN FOODS,11,Quito,Pichincha,D,13,D,3,D,3,1575.8427100000033,1575.8427100000033,1575.8427100000033 +177,6,GROCERY I,12,Quito,Pichincha,D,13,D,3,D,3,8728.740000000002,8728.740000000002,8728.740000000002 +178,6,GROCERY II,13,Quito,Pichincha,D,13,D,3,D,3,97.51000000000022,97.51000000000022,97.51000000000022 +179,6,HARDWARE,14,Quito,Pichincha,D,13,D,3,D,3,5.0,5.0,5.0 +180,6,HOME AND KITCHEN I,15,Quito,Pichincha,D,13,D,3,D,3,86.34000000000015,86.34000000000015,86.34000000000015 +181,6,HOME AND KITCHEN II,16,Quito,Pichincha,D,13,D,3,D,3,163.34000000000017,163.34000000000017,163.34000000000017 +182,6,HOME APPLIANCES,17,Quito,Pichincha,D,13,D,3,D,3,3.0,3.0,3.0 +183,6,HOME CARE,18,Quito,Pichincha,D,13,D,3,D,3,608.1700000000001,608.1700000000001,608.1700000000001 +184,6,LADIESWEAR,19,Quito,Pichincha,D,13,D,3,D,3,86.0,86.0,86.0 +185,6,LAWN AND GARDEN,20,Quito,Pichincha,D,13,D,3,D,3,36.17000000000007,36.17000000000007,36.17000000000007 +186,6,LINGERIE,21,Quito,Pichincha,D,13,D,3,D,3,28.0,28.0,28.0 +187,6,"LIQUOR,WINE,BEER",22,Quito,Pichincha,D,13,D,3,D,3,380.5300000000007,380.5300000000007,380.5300000000007 +188,6,MAGAZINES,23,Quito,Pichincha,D,13,D,3,D,3,20.0,20.0,20.0 +189,6,MEATS,24,Quito,Pichincha,D,13,D,3,D,3,781.0182400000004,781.0182400000004,781.0182400000004 +190,6,PERSONAL CARE,25,Quito,Pichincha,D,13,D,3,D,3,722.5100000000002,722.5100000000002,722.5100000000002 +191,6,PET SUPPLIES,26,Quito,Pichincha,D,13,D,3,D,3,22.0,22.0,22.0 +192,6,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,D,13,D,3,D,3,30.0,30.0,30.0 +193,6,POULTRY,28,Quito,Pichincha,D,13,D,3,D,3,1202.82661,1202.82661,1202.82661 +194,6,PREPARED FOODS,29,Quito,Pichincha,D,13,D,3,D,3,264.85084000000006,264.85084000000006,264.85084000000006 +195,6,PRODUCE,30,Quito,Pichincha,D,13,D,3,D,3,4604.405680000006,4604.405680000006,4604.405680000006 +196,6,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,D,13,D,3,D,3,4.3400000000001455,4.3400000000001455,4.3400000000001455 +197,6,SEAFOOD,32,Quito,Pichincha,D,13,D,3,D,3,85.65216000000014,85.65216000000014,85.65216000000014 +198,7,AUTOMOTIVE,0,Quito,Pichincha,D,8,D,3,D,3,15.170000000000073,15.170000000000073,15.170000000000073 +199,7,BABY CARE,1,Quito,Pichincha,D,8,D,3,D,3,1.0,1.0,1.0 +200,7,BEAUTY,2,Quito,Pichincha,D,8,D,3,D,3,11.0,11.0,11.0 +201,7,BEVERAGES,3,Quito,Pichincha,D,8,D,3,D,3,5849.190000000008,5849.190000000008,5849.190000000008 +202,7,BOOKS,4,Quito,Pichincha,D,8,D,3,D,3,5.0,5.0,5.0 +203,7,BREAD/BAKERY,5,Quito,Pichincha,D,8,D,3,D,3,1028.2844500000003,1028.2844500000003,1028.2844500000003 +204,7,CELEBRATION,6,Quito,Pichincha,D,8,D,3,D,3,43.34000000000015,43.34000000000015,43.34000000000015 +205,7,CLEANING,7,Quito,Pichincha,D,8,D,3,D,3,1732.1900000000005,1732.1900000000005,1732.1900000000005 +206,7,DAIRY,8,Quito,Pichincha,D,8,D,3,D,3,1865.51,1865.51,1865.51 +207,7,DELI,9,Quito,Pichincha,D,8,D,3,D,3,256.3593400000001,256.3593400000001,256.3593400000001 +208,7,EGGS,10,Quito,Pichincha,D,8,D,3,D,3,389.0,389.0,389.0 +209,7,FROZEN FOODS,11,Quito,Pichincha,D,8,D,3,D,3,998.39639,998.39639,998.39639 +210,7,GROCERY I,12,Quito,Pichincha,D,8,D,3,D,3,6376.45273,6376.45273,6376.45273 +211,7,GROCERY II,13,Quito,Pichincha,D,8,D,3,D,3,95.0,95.0,95.0 +212,7,HARDWARE,14,Quito,Pichincha,D,8,D,3,D,3,9.0,9.0,9.0 +213,7,HOME AND KITCHEN I,15,Quito,Pichincha,D,8,D,3,D,3,67.51000000000022,67.51000000000022,67.51000000000022 +214,7,HOME AND KITCHEN II,16,Quito,Pichincha,D,8,D,3,D,3,64.51000000000022,64.51000000000022,64.51000000000022 +215,7,HOME APPLIANCES,17,Quito,Pichincha,D,8,D,3,D,3,4.0,4.0,4.0 +216,7,HOME CARE,18,Quito,Pichincha,D,8,D,3,D,3,373.6800000000003,373.6800000000003,373.6800000000003 +217,7,LADIESWEAR,19,Quito,Pichincha,D,8,D,3,D,3,29.0,29.0,29.0 +218,7,LAWN AND GARDEN,20,Quito,Pichincha,D,8,D,3,D,3,67.17000000000007,67.17000000000007,67.17000000000007 +219,7,LINGERIE,21,Quito,Pichincha,D,8,D,3,D,3,28.170000000000076,28.170000000000076,28.170000000000076 +220,7,"LIQUOR,WINE,BEER",22,Quito,Pichincha,D,8,D,3,D,3,453.5100000000002,453.5100000000002,453.5100000000002 +221,7,MAGAZINES,23,Quito,Pichincha,D,8,D,3,D,3,28.0,28.0,28.0 +222,7,MEATS,24,Quito,Pichincha,D,8,D,3,D,3,978.6550800000034,978.6550800000034,978.6550800000034 +223,7,PERSONAL CARE,25,Quito,Pichincha,D,8,D,3,D,3,382.0200000000005,382.0200000000005,382.0200000000005 +224,7,PET SUPPLIES,26,Quito,Pichincha,D,8,D,3,D,3,16.0,16.0,16.0 +225,7,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,D,8,D,3,D,3,29.0,29.0,29.0 +226,7,POULTRY,28,Quito,Pichincha,D,8,D,3,D,3,1021.8462800000004,1021.8462800000004,1021.8462800000004 +227,7,PREPARED FOODS,29,Quito,Pichincha,D,8,D,3,D,3,270.1481300000001,270.1481300000001,270.1481300000001 +228,7,PRODUCE,30,Quito,Pichincha,D,8,D,3,D,3,8516.206860000002,8516.206860000002,8516.206860000002 +229,7,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,D,8,D,3,D,3,4.0,4.0,4.0 +230,7,SEAFOOD,32,Quito,Pichincha,D,8,D,3,D,3,104.74057000000008,104.74057000000008,104.74057000000008 +231,8,AUTOMOTIVE,0,Quito,Pichincha,D,8,D,3,D,3,16.170000000000073,16.170000000000073,16.170000000000073 +232,8,BABY CARE,1,Quito,Pichincha,D,8,D,3,D,3,2.0,2.0,2.0 +233,8,BEAUTY,2,Quito,Pichincha,D,8,D,3,D,3,21.0,21.0,21.0 +234,8,BEVERAGES,3,Quito,Pichincha,D,8,D,3,D,3,8197.800000000003,8197.800000000003,8197.800000000003 +235,8,BOOKS,4,Quito,Pichincha,D,8,D,3,D,3,4.0,4.0,4.0 +236,8,BREAD/BAKERY,5,Quito,Pichincha,D,8,D,3,D,3,1296.44323,1296.44323,1296.44323 +237,8,CELEBRATION,6,Quito,Pichincha,D,8,D,3,D,3,60.0,60.0,60.0 +238,8,CLEANING,7,Quito,Pichincha,D,8,D,3,D,3,1986.6800000000003,1986.6800000000003,1986.6800000000003 +239,8,DAIRY,8,Quito,Pichincha,D,8,D,3,D,3,2429.040000000001,2429.040000000001,2429.040000000001 +240,8,DELI,9,Quito,Pichincha,D,8,D,3,D,3,469.9036700000001,469.9036700000001,469.9036700000001 +241,8,EGGS,10,Quito,Pichincha,D,8,D,3,D,3,554.3400000000001,554.3400000000001,554.3400000000001 +242,8,FROZEN FOODS,11,Quito,Pichincha,D,8,D,3,D,3,1731.935000000006,1731.935000000006,1731.935000000006 +243,8,GROCERY I,12,Quito,Pichincha,D,8,D,3,D,3,8566.050000000012,8566.050000000012,8566.050000000012 +244,8,GROCERY II,13,Quito,Pichincha,D,8,D,3,D,3,108.68000000000028,108.68000000000028,108.68000000000028 +245,8,HARDWARE,14,Quito,Pichincha,D,8,D,3,D,3,9.0,9.0,9.0 +246,8,HOME AND KITCHEN I,15,Quito,Pichincha,D,8,D,3,D,3,118.85000000000036,118.85000000000036,118.85000000000036 +247,8,HOME AND KITCHEN II,16,Quito,Pichincha,D,8,D,3,D,3,122.68000000000028,122.68000000000028,122.68000000000028 +248,8,HOME APPLIANCES,17,Quito,Pichincha,D,8,D,3,D,3,6.0,6.0,6.0 +249,8,HOME CARE,18,Quito,Pichincha,D,8,D,3,D,3,639.1700000000001,639.1700000000001,639.1700000000001 +250,8,LADIESWEAR,19,Quito,Pichincha,D,8,D,3,D,3,97.17000000000009,97.17000000000009,97.17000000000009 +251,8,LAWN AND GARDEN,20,Quito,Pichincha,D,8,D,3,D,3,62.0,62.0,62.0 +252,8,LINGERIE,21,Quito,Pichincha,D,8,D,3,D,3,50.17000000000007,50.17000000000007,50.17000000000007 +253,8,"LIQUOR,WINE,BEER",22,Quito,Pichincha,D,8,D,3,D,3,465.6800000000003,465.6800000000003,465.6800000000003 +254,8,MAGAZINES,23,Quito,Pichincha,D,8,D,3,D,3,39.0,39.0,39.0 +255,8,MEATS,24,Quito,Pichincha,D,8,D,3,D,3,1127.6708150000002,1127.6708150000002,1127.6708150000002 +256,8,PERSONAL CARE,25,Quito,Pichincha,D,8,D,3,D,3,652.1700000000001,652.1700000000001,652.1700000000001 +257,8,PET SUPPLIES,26,Quito,Pichincha,D,8,D,3,D,3,37.17000000000007,37.17000000000007,37.17000000000007 +258,8,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,D,8,D,3,D,3,42.17000000000007,42.17000000000007,42.17000000000007 +259,8,POULTRY,28,Quito,Pichincha,D,8,D,3,D,3,1057.84281,1057.84281,1057.84281 +260,8,PREPARED FOODS,29,Quito,Pichincha,D,8,D,3,D,3,359.23621,359.23621,359.23621 +261,8,PRODUCE,30,Quito,Pichincha,D,8,D,3,D,3,7687.912090000004,7687.912090000004,7687.912090000004 +262,8,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,D,8,D,3,D,3,4.170000000000073,4.170000000000073,4.170000000000073 +263,8,SEAFOOD,32,Quito,Pichincha,D,8,D,3,D,3,102.59427085000009,102.59427085000009,102.59427085000009 +264,9,AUTOMOTIVE,0,Quito,Pichincha,B,6,B,1,B,1,38.0,38.0,38.0 +265,9,BABY CARE,1,Quito,Pichincha,B,6,B,1,B,1,3.0,3.0,3.0 +266,9,BEAUTY,2,Quito,Pichincha,B,6,B,1,B,1,20.0,20.0,20.0 +267,9,BEVERAGES,3,Quito,Pichincha,B,6,B,1,B,1,7300.100000000002,7300.100000000002,7300.100000000002 +268,9,BOOKS,4,Quito,Pichincha,B,6,B,1,B,1,0.0,0.0,0.0 +269,9,BREAD/BAKERY,5,Quito,Pichincha,B,6,B,1,B,1,1037.7000000000007,1037.7000000000007,1037.7000000000007 +270,9,CELEBRATION,6,Quito,Pichincha,B,6,B,1,B,1,47.0,47.0,47.0 +271,9,CLEANING,7,Quito,Pichincha,B,6,B,1,B,1,3349.870000000001,3349.870000000001,3349.870000000001 +272,9,DAIRY,8,Quito,Pichincha,B,6,B,1,B,1,1655.6800000000003,1655.6800000000003,1655.6800000000003 +273,9,DELI,9,Quito,Pichincha,B,6,B,1,B,1,1073.2603600000002,1073.2603600000002,1073.2603600000002 +274,9,EGGS,10,Quito,Pichincha,B,6,B,1,B,1,449.0,449.0,449.0 +275,9,FROZEN FOODS,11,Quito,Pichincha,B,6,B,1,B,1,1288.178370000002,1288.178370000002,1288.178370000002 +276,9,GROCERY I,12,Quito,Pichincha,B,6,B,1,B,1,13384.396620000003,13384.396620000003,13384.396620000003 +277,9,GROCERY II,13,Quito,Pichincha,B,6,B,1,B,1,50.51000000000022,50.51000000000022,50.51000000000022 +278,9,HARDWARE,14,Quito,Pichincha,B,6,B,1,B,1,8.0,8.0,8.0 +279,9,HOME AND KITCHEN I,15,Quito,Pichincha,B,6,B,1,B,1,169.51000000000022,169.51000000000022,169.51000000000022 +280,9,HOME AND KITCHEN II,16,Quito,Pichincha,B,6,B,1,B,1,74.0,74.0,74.0 +281,9,HOME APPLIANCES,17,Quito,Pichincha,B,6,B,1,B,1,3.0,3.0,3.0 +282,9,HOME CARE,18,Quito,Pichincha,B,6,B,1,B,1,867.1900000000005,867.1900000000005,867.1900000000005 +283,9,LADIESWEAR,19,Quito,Pichincha,B,6,B,1,B,1,43.17000000000007,43.17000000000007,43.17000000000007 +284,9,LAWN AND GARDEN,20,Quito,Pichincha,B,6,B,1,B,1,16.0,16.0,16.0 +285,9,LINGERIE,21,Quito,Pichincha,B,6,B,1,B,1,32.0,32.0,32.0 +286,9,"LIQUOR,WINE,BEER",22,Quito,Pichincha,B,6,B,1,B,1,267.34000000000015,267.34000000000015,267.34000000000015 +287,9,MAGAZINES,23,Quito,Pichincha,B,6,B,1,B,1,12.170000000000073,12.170000000000073,12.170000000000073 +288,9,MEATS,24,Quito,Pichincha,B,6,B,1,B,1,637.6507400000005,637.6507400000005,637.6507400000005 +289,9,PERSONAL CARE,25,Quito,Pichincha,B,6,B,1,B,1,973.34,973.34,973.34 +290,9,PET SUPPLIES,26,Quito,Pichincha,B,6,B,1,B,1,15.0,15.0,15.0 +291,9,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,B,6,B,1,B,1,27.170000000000076,27.170000000000076,27.170000000000076 +292,9,POULTRY,28,Quito,Pichincha,B,6,B,1,B,1,915.09714,915.09714,915.09714 +293,9,PREPARED FOODS,29,Quito,Pichincha,B,6,B,1,B,1,188.93788000000023,188.93788000000023,188.93788000000023 +294,9,PRODUCE,30,Quito,Pichincha,B,6,B,1,B,1,2753.9281100000003,2753.9281100000003,2753.9281100000003 +295,9,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,B,6,B,1,B,1,136.0,136.0,136.0 +296,9,SEAFOOD,32,Quito,Pichincha,B,6,B,1,B,1,42.97416000000005,42.97416000000005,42.97416000000005 +297,10,AUTOMOTIVE,0,Quito,Pichincha,C,15,C,2,C,2,12.0,12.0,12.0 +298,10,BABY CARE,1,Quito,Pichincha,C,15,C,2,C,2,6.0,6.0,6.0 +299,10,BEAUTY,2,Quito,Pichincha,C,15,C,2,C,2,6.0,6.0,6.0 +300,10,BEVERAGES,3,Quito,Pichincha,C,15,C,2,C,2,1985.550000000001,1985.550000000001,1985.550000000001 +301,10,BOOKS,4,Quito,Pichincha,C,15,C,2,C,2,0.0,0.0,0.0 +302,10,BREAD/BAKERY,5,Quito,Pichincha,C,15,C,2,C,2,216.34000000000012,216.34000000000012,216.34000000000012 +303,10,CELEBRATION,6,Quito,Pichincha,C,15,C,2,C,2,17.0,17.0,17.0 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APPLIANCES,17,Quito,Pichincha,C,15,C,2,C,2,2.0,2.0,2.0 +315,10,HOME CARE,18,Quito,Pichincha,C,15,C,2,C,2,351.34000000000015,351.34000000000015,351.34000000000015 +316,10,LADIESWEAR,19,Quito,Pichincha,C,15,C,2,C,2,21.170000000000076,21.170000000000076,21.170000000000076 +317,10,LAWN AND GARDEN,20,Quito,Pichincha,C,15,C,2,C,2,0.0,0.0,0.0 +318,10,LINGERIE,21,Quito,Pichincha,C,15,C,2,C,2,19.0,19.0,19.0 +319,10,"LIQUOR,WINE,BEER",22,Quito,Pichincha,C,15,C,2,C,2,76.02000000000044,76.02000000000044,76.02000000000044 +320,10,MAGAZINES,23,Quito,Pichincha,C,15,C,2,C,2,3.0,3.0,3.0 +321,10,MEATS,24,Quito,Pichincha,C,15,C,2,C,2,339.3741034,339.3741034,339.3741034 +322,10,PERSONAL CARE,25,Quito,Pichincha,C,15,C,2,C,2,350.34000000000015,350.34000000000015,350.34000000000015 +323,10,PET SUPPLIES,26,Quito,Pichincha,C,15,C,2,C,2,3.0,3.0,3.0 +324,10,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,C,15,C,2,C,2,12.0,12.0,12.0 +325,10,POULTRY,28,Quito,Pichincha,C,15,C,2,C,2,375.4089534000005,375.4089534000005,375.4089534000005 +326,10,PREPARED FOODS,29,Quito,Pichincha,C,15,C,2,C,2,58.0,58.0,58.0 +327,10,PRODUCE,30,Quito,Pichincha,C,15,C,2,C,2,409.3137500000001,409.3137500000001,409.3137500000001 +328,10,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,C,15,C,2,C,2,18.170000000000076,18.170000000000076,18.170000000000076 +329,10,SEAFOOD,32,Quito,Pichincha,C,15,C,2,C,2,13.0,13.0,13.0 +330,11,AUTOMOTIVE,0,Cayambe,Pichincha,B,6,B,1,B,1,20.0,20.0,20.0 +331,11,BABY CARE,1,Cayambe,Pichincha,B,6,B,1,B,1,3.0,3.0,3.0 +332,11,BEAUTY,2,Cayambe,Pichincha,B,6,B,1,B,1,16.0,16.0,16.0 +333,11,BEVERAGES,3,Cayambe,Pichincha,B,6,B,1,B,1,7075.85,7075.85,7075.85 +334,11,BOOKS,4,Cayambe,Pichincha,B,6,B,1,B,1,0.0,0.0,0.0 +335,11,BREAD/BAKERY,5,Cayambe,Pichincha,B,6,B,1,B,1,1024.0,1024.0,1024.0 +336,11,CELEBRATION,6,Cayambe,Pichincha,B,6,B,1,B,1,48.0,48.0,48.0 +337,11,CLEANING,7,Cayambe,Pichincha,B,6,B,1,B,1,3733.0,3733.0,3733.0 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CARE,18,Cayambe,Pichincha,B,6,B,1,B,1,999.34,999.34,999.34 +349,11,LADIESWEAR,19,Cayambe,Pichincha,B,6,B,1,B,1,38.0,38.0,38.0 +350,11,LAWN AND GARDEN,20,Cayambe,Pichincha,B,6,B,1,B,1,9.0,9.0,9.0 +351,11,LINGERIE,21,Cayambe,Pichincha,B,6,B,1,B,1,33.0,33.0,33.0 +352,11,"LIQUOR,WINE,BEER",22,Cayambe,Pichincha,B,6,B,1,B,1,260.6800000000003,260.6800000000003,260.6800000000003 +353,11,MAGAZINES,23,Cayambe,Pichincha,B,6,B,1,B,1,11.0,11.0,11.0 +354,11,MEATS,24,Cayambe,Pichincha,B,6,B,1,B,1,1040.0784060000008,1040.0784060000008,1040.0784060000008 +355,11,PERSONAL CARE,25,Cayambe,Pichincha,B,6,B,1,B,1,902.3600000000006,902.3600000000006,902.3600000000006 +356,11,PET SUPPLIES,26,Cayambe,Pichincha,B,6,B,1,B,1,6.0,6.0,6.0 +357,11,PLAYERS AND ELECTRONICS,27,Cayambe,Pichincha,B,6,B,1,B,1,34.0,34.0,34.0 +358,11,POULTRY,28,Cayambe,Pichincha,B,6,B,1,B,1,1124.6819300000006,1124.6819300000006,1124.6819300000006 +359,11,PREPARED FOODS,29,Cayambe,Pichincha,B,6,B,1,B,1,144.47031830000012,144.47031830000012,144.47031830000012 +360,11,PRODUCE,30,Cayambe,Pichincha,B,6,B,1,B,1,2322.924150000002,2322.924150000002,2322.924150000002 +361,11,SCHOOL AND OFFICE SUPPLIES,31,Cayambe,Pichincha,B,6,B,1,B,1,48.17000000000007,48.17000000000007,48.17000000000007 +362,11,SEAFOOD,32,Cayambe,Pichincha,B,6,B,1,B,1,27.170000000000076,27.170000000000076,27.170000000000076 +363,12,AUTOMOTIVE,0,Latacunga,Cotopaxi,C,15,C,2,C,2,15.0,15.0,15.0 +364,12,BABY CARE,1,Latacunga,Cotopaxi,C,15,C,2,C,2,2.0,2.0,2.0 +365,12,BEAUTY,2,Latacunga,Cotopaxi,C,15,C,2,C,2,5.0,5.0,5.0 +366,12,BEVERAGES,3,Latacunga,Cotopaxi,C,15,C,2,C,2,2692.0200000000004,2692.0200000000004,2692.0200000000004 +367,12,BOOKS,4,Latacunga,Cotopaxi,C,15,C,2,C,2,0.0,0.0,0.0 +368,12,BREAD/BAKERY,5,Latacunga,Cotopaxi,C,15,C,2,C,2,410.7000000000007,410.7000000000007,410.7000000000007 +369,12,CELEBRATION,6,Latacunga,Cotopaxi,C,15,C,2,C,2,32.0,32.0,32.0 +370,12,CLEANING,7,Latacunga,Cotopaxi,C,15,C,2,C,2,1549.8500000000004,1549.8500000000004,1549.8500000000004 +371,12,DAIRY,8,Latacunga,Cotopaxi,C,15,C,2,C,2,684.1700000000001,684.1700000000001,684.1700000000001 +372,12,DELI,9,Latacunga,Cotopaxi,C,15,C,2,C,2,368.0,368.0,368.0 +373,12,EGGS,10,Latacunga,Cotopaxi,C,15,C,2,C,2,263.6800000000003,263.6800000000003,263.6800000000003 +374,12,FROZEN FOODS,11,Latacunga,Cotopaxi,C,15,C,2,C,2,291.3812300000006,291.3812300000006,291.3812300000006 +375,12,GROCERY I,12,Latacunga,Cotopaxi,C,15,C,2,C,2,4496.610000000002,4496.610000000002,4496.610000000002 +376,12,GROCERY II,13,Latacunga,Cotopaxi,C,15,C,2,C,2,29.170000000000076,29.170000000000076,29.170000000000076 +377,12,HARDWARE,14,Latacunga,Cotopaxi,C,15,C,2,C,2,6.0,6.0,6.0 +378,12,HOME AND KITCHEN I,15,Latacunga,Cotopaxi,C,15,C,2,C,2,50.51000000000022,50.51000000000022,50.51000000000022 +379,12,HOME AND KITCHEN II,16,Latacunga,Cotopaxi,C,15,C,2,C,2,30.0,30.0,30.0 +380,12,HOME APPLIANCES,17,Latacunga,Cotopaxi,C,15,C,2,C,2,2.0,2.0,2.0 +381,12,HOME CARE,18,Latacunga,Cotopaxi,C,15,C,2,C,2,319.0,319.0,319.0 +382,12,LADIESWEAR,19,Latacunga,Cotopaxi,C,15,C,2,C,2,16.0,16.0,16.0 +383,12,LAWN AND GARDEN,20,Latacunga,Cotopaxi,C,15,C,2,C,2,0.0,0.0,0.0 +384,12,LINGERIE,21,Latacunga,Cotopaxi,C,15,C,2,C,2,25.170000000000076,25.170000000000076,25.170000000000076 +385,12,"LIQUOR,WINE,BEER",22,Latacunga,Cotopaxi,C,15,C,2,C,2,187.34000000000012,187.34000000000012,187.34000000000012 +386,12,MAGAZINES,23,Latacunga,Cotopaxi,C,15,C,2,C,2,6.0,6.0,6.0 +387,12,MEATS,24,Latacunga,Cotopaxi,C,15,C,2,C,2,262.97538000000014,262.97538000000014,262.97538000000014 +388,12,PERSONAL CARE,25,Latacunga,Cotopaxi,C,15,C,2,C,2,373.0,373.0,373.0 +389,12,PET SUPPLIES,26,Latacunga,Cotopaxi,C,15,C,2,C,2,4.0,4.0,4.0 +390,12,PLAYERS AND ELECTRONICS,27,Latacunga,Cotopaxi,C,15,C,2,C,2,13.170000000000073,13.170000000000073,13.170000000000073 +391,12,POULTRY,28,Latacunga,Cotopaxi,C,15,C,2,C,2,367.7885100000002,367.7885100000002,367.7885100000002 +392,12,PREPARED FOODS,29,Latacunga,Cotopaxi,C,15,C,2,C,2,99.0,99.0,99.0 +393,12,PRODUCE,30,Latacunga,Cotopaxi,C,15,C,2,C,2,495.4127000000002,495.4127000000002,495.4127000000002 +394,12,SCHOOL AND OFFICE SUPPLIES,31,Latacunga,Cotopaxi,C,15,C,2,C,2,13.340000000000146,13.340000000000146,13.340000000000146 +395,12,SEAFOOD,32,Latacunga,Cotopaxi,C,15,C,2,C,2,12.0,12.0,12.0 +396,13,AUTOMOTIVE,0,Latacunga,Cotopaxi,C,15,C,2,C,2,16.0,16.0,16.0 +397,13,BABY CARE,1,Latacunga,Cotopaxi,C,15,C,2,C,2,0.0,0.0,0.0 +398,13,BEAUTY,2,Latacunga,Cotopaxi,C,15,C,2,C,2,6.0,6.0,6.0 +399,13,BEVERAGES,3,Latacunga,Cotopaxi,C,15,C,2,C,2,2711.2700000000023,2711.2700000000023,2711.2700000000023 +400,13,BOOKS,4,Latacunga,Cotopaxi,C,15,C,2,C,2,0.0,0.0,0.0 +401,13,BREAD/BAKERY,5,Latacunga,Cotopaxi,C,15,C,2,C,2,435.34000000000015,435.34000000000015,435.34000000000015 +402,13,CELEBRATION,6,Latacunga,Cotopaxi,C,15,C,2,C,2,26.170000000000076,26.170000000000076,26.170000000000076 +403,13,CLEANING,7,Latacunga,Cotopaxi,C,15,C,2,C,2,1778.210000000001,1778.210000000001,1778.210000000001 +404,13,DAIRY,8,Latacunga,Cotopaxi,C,15,C,2,C,2,590.3400000000001,590.3400000000001,590.3400000000001 +405,13,DELI,9,Latacunga,Cotopaxi,C,15,C,2,C,2,341.1700000000001,341.1700000000001,341.1700000000001 +406,13,EGGS,10,Latacunga,Cotopaxi,C,15,C,2,C,2,219.6800000000003,219.6800000000003,219.6800000000003 +407,13,FROZEN FOODS,11,Latacunga,Cotopaxi,C,15,C,2,C,2,263.4537800000014,263.4537800000014,263.4537800000014 +408,13,GROCERY I,12,Latacunga,Cotopaxi,C,15,C,2,C,2,5559.769900000003,5559.769900000003,5559.769900000003 +409,13,GROCERY II,13,Latacunga,Cotopaxi,C,15,C,2,C,2,36.0,36.0,36.0 +410,13,HARDWARE,14,Latacunga,Cotopaxi,C,15,C,2,C,2,5.0,5.0,5.0 +411,13,HOME AND KITCHEN I,15,Latacunga,Cotopaxi,C,15,C,2,C,2,59.0,59.0,59.0 +412,13,HOME AND KITCHEN II,16,Latacunga,Cotopaxi,C,15,C,2,C,2,49.34000000000015,49.34000000000015,49.34000000000015 +413,13,HOME APPLIANCES,17,Latacunga,Cotopaxi,C,15,C,2,C,2,2.0,2.0,2.0 +414,13,HOME CARE,18,Latacunga,Cotopaxi,C,15,C,2,C,2,323.1700000000001,323.1700000000001,323.1700000000001 +415,13,LADIESWEAR,19,Latacunga,Cotopaxi,C,15,C,2,C,2,17.0,17.0,17.0 +416,13,LAWN AND GARDEN,20,Latacunga,Cotopaxi,C,15,C,2,C,2,0.0,0.0,0.0 +417,13,LINGERIE,21,Latacunga,Cotopaxi,C,15,C,2,C,2,14.0,14.0,14.0 +418,13,"LIQUOR,WINE,BEER",22,Latacunga,Cotopaxi,C,15,C,2,C,2,154.17000000000007,154.17000000000007,154.17000000000007 +419,13,MAGAZINES,23,Latacunga,Cotopaxi,C,15,C,2,C,2,4.170000000000073,4.170000000000073,4.170000000000073 +420,13,MEATS,24,Latacunga,Cotopaxi,C,15,C,2,C,2,281.65341000000006,281.65341000000006,281.65341000000006 +421,13,PERSONAL CARE,25,Latacunga,Cotopaxi,C,15,C,2,C,2,407.1700000000001,407.1700000000001,407.1700000000001 +422,13,PET SUPPLIES,26,Latacunga,Cotopaxi,C,15,C,2,C,2,3.0,3.0,3.0 +423,13,PLAYERS AND ELECTRONICS,27,Latacunga,Cotopaxi,C,15,C,2,C,2,11.0,11.0,11.0 +424,13,POULTRY,28,Latacunga,Cotopaxi,C,15,C,2,C,2,303.65762000000007,303.65762000000007,303.65762000000007 +425,13,PREPARED FOODS,29,Latacunga,Cotopaxi,C,15,C,2,C,2,80.17000000000007,80.17000000000007,80.17000000000007 +426,13,PRODUCE,30,Latacunga,Cotopaxi,C,15,C,2,C,2,307.5045700000002,307.5045700000002,307.5045700000002 +427,13,SCHOOL AND OFFICE SUPPLIES,31,Latacunga,Cotopaxi,C,15,C,2,C,2,10.170000000000073,10.170000000000073,10.170000000000073 +428,13,SEAFOOD,32,Latacunga,Cotopaxi,C,15,C,2,C,2,10.0,10.0,10.0 +429,14,AUTOMOTIVE,0,Riobamba,Chimborazo,C,7,C,2,C,2,14.0,14.0,14.0 +430,14,BABY CARE,1,Riobamba,Chimborazo,C,7,C,2,C,2,0.0,0.0,0.0 +431,14,BEAUTY,2,Riobamba,Chimborazo,C,7,C,2,C,2,6.0,6.0,6.0 +432,14,BEVERAGES,3,Riobamba,Chimborazo,C,7,C,2,C,2,2132.17,2132.17,2132.17 +433,14,BOOKS,4,Riobamba,Chimborazo,C,7,C,2,C,2,0.0,0.0,0.0 +434,14,BREAD/BAKERY,5,Riobamba,Chimborazo,C,7,C,2,C,2,342.0,342.0,342.0 +435,14,CELEBRATION,6,Riobamba,Chimborazo,C,7,C,2,C,2,28.0,28.0,28.0 +436,14,CLEANING,7,Riobamba,Chimborazo,C,7,C,2,C,2,3222.0500000000047,3222.0500000000047,3222.0500000000047 +437,14,DAIRY,8,Riobamba,Chimborazo,C,7,C,2,C,2,676.0,676.0,676.0 +438,14,DELI,9,Riobamba,Chimborazo,C,7,C,2,C,2,433.5100000000002,433.5100000000002,433.5100000000002 +439,14,EGGS,10,Riobamba,Chimborazo,C,7,C,2,C,2,102.0,102.0,102.0 +440,14,FROZEN FOODS,11,Riobamba,Chimborazo,C,7,C,2,C,2,785.1198500000002,785.1198500000002,785.1198500000002 +441,14,GROCERY I,12,Riobamba,Chimborazo,C,7,C,2,C,2,5017.610000000002,5017.610000000002,5017.610000000002 +442,14,GROCERY II,13,Riobamba,Chimborazo,C,7,C,2,C,2,36.0,36.0,36.0 +443,14,HARDWARE,14,Riobamba,Chimborazo,C,7,C,2,C,2,3.0,3.0,3.0 +444,14,HOME AND KITCHEN I,15,Riobamba,Chimborazo,C,7,C,2,C,2,65.51000000000022,65.51000000000022,65.51000000000022 +445,14,HOME AND KITCHEN II,16,Riobamba,Chimborazo,C,7,C,2,C,2,42.17000000000007,42.17000000000007,42.17000000000007 +446,14,HOME APPLIANCES,17,Riobamba,Chimborazo,C,7,C,2,C,2,2.0,2.0,2.0 +447,14,HOME CARE,18,Riobamba,Chimborazo,C,7,C,2,C,2,474.5100000000002,474.5100000000002,474.5100000000002 +448,14,LADIESWEAR,19,Riobamba,Chimborazo,C,7,C,2,C,2,26.0,26.0,26.0 +449,14,LAWN AND GARDEN,20,Riobamba,Chimborazo,C,7,C,2,C,2,0.0,0.0,0.0 +450,14,LINGERIE,21,Riobamba,Chimborazo,C,7,C,2,C,2,18.0,18.0,18.0 +451,14,"LIQUOR,WINE,BEER",22,Riobamba,Chimborazo,C,7,C,2,C,2,115.02000000000044,115.02000000000044,115.02000000000044 +452,14,MAGAZINES,23,Riobamba,Chimborazo,C,7,C,2,C,2,5.170000000000073,5.170000000000073,5.170000000000073 +453,14,MEATS,24,Riobamba,Chimborazo,C,7,C,2,C,2,613.8278632000003,613.8278632000003,613.8278632000003 +454,14,PERSONAL CARE,25,Riobamba,Chimborazo,C,7,C,2,C,2,566.3400000000001,566.3400000000001,566.3400000000001 +455,14,PET SUPPLIES,26,Riobamba,Chimborazo,C,7,C,2,C,2,3.0,3.0,3.0 +456,14,PLAYERS AND ELECTRONICS,27,Riobamba,Chimborazo,C,7,C,2,C,2,14.0,14.0,14.0 +457,14,POULTRY,28,Riobamba,Chimborazo,C,7,C,2,C,2,301.12473000000006,301.12473000000006,301.12473000000006 +458,14,PREPARED FOODS,29,Riobamba,Chimborazo,C,7,C,2,C,2,135.0,135.0,135.0 +459,14,PRODUCE,30,Riobamba,Chimborazo,C,7,C,2,C,2,595.76876,595.76876,595.76876 +460,14,SCHOOL AND OFFICE SUPPLIES,31,Riobamba,Chimborazo,C,7,C,2,C,2,9.170000000000073,9.170000000000073,9.170000000000073 +461,14,SEAFOOD,32,Riobamba,Chimborazo,C,7,C,2,C,2,18.0,18.0,18.0 +462,15,AUTOMOTIVE,0,Ibarra,Imbabura,C,15,C,2,C,2,9.0,9.0,9.0 +463,15,BABY CARE,1,Ibarra,Imbabura,C,15,C,2,C,2,8.0,8.0,8.0 +464,15,BEAUTY,2,Ibarra,Imbabura,C,15,C,2,C,2,7.0,7.0,7.0 +465,15,BEVERAGES,3,Ibarra,Imbabura,C,15,C,2,C,2,2460.7000000000007,2460.7000000000007,2460.7000000000007 +466,15,BOOKS,4,Ibarra,Imbabura,C,15,C,2,C,2,0.0,0.0,0.0 +467,15,BREAD/BAKERY,5,Ibarra,Imbabura,C,15,C,2,C,2,277.0,277.0,277.0 +468,15,CELEBRATION,6,Ibarra,Imbabura,C,15,C,2,C,2,20.0,20.0,20.0 +469,15,CLEANING,7,Ibarra,Imbabura,C,15,C,2,C,2,1615.7200000000012,1615.7200000000012,1615.7200000000012 +470,15,DAIRY,8,Ibarra,Imbabura,C,15,C,2,C,2,533.5100000000002,533.5100000000002,533.5100000000002 +471,15,DELI,9,Ibarra,Imbabura,C,15,C,2,C,2,463.1700000000001,463.1700000000001,463.1700000000001 +472,15,EGGS,10,Ibarra,Imbabura,C,15,C,2,C,2,212.17000000000007,212.17000000000007,212.17000000000007 +473,15,FROZEN FOODS,11,Ibarra,Imbabura,C,15,C,2,C,2,337.5526566000004,337.5526566000004,337.5526566000004 +474,15,GROCERY I,12,Ibarra,Imbabura,C,15,C,2,C,2,5115.34,5115.34,5115.34 +475,15,GROCERY II,13,Ibarra,Imbabura,C,15,C,2,C,2,44.34000000000015,44.34000000000015,44.34000000000015 +476,15,HARDWARE,14,Ibarra,Imbabura,C,15,C,2,C,2,5.0,5.0,5.0 +477,15,HOME AND KITCHEN I,15,Ibarra,Imbabura,C,15,C,2,C,2,486.21000000000095,486.21000000000095,486.21000000000095 +478,15,HOME AND KITCHEN II,16,Ibarra,Imbabura,C,15,C,2,C,2,37.0,37.0,37.0 +479,15,HOME APPLIANCES,17,Ibarra,Imbabura,C,15,C,2,C,2,2.0,2.0,2.0 +480,15,HOME CARE,18,Ibarra,Imbabura,C,15,C,2,C,2,363.34000000000015,363.34000000000015,363.34000000000015 +481,15,LADIESWEAR,19,Ibarra,Imbabura,C,15,C,2,C,2,26.0,26.0,26.0 +482,15,LAWN AND GARDEN,20,Ibarra,Imbabura,C,15,C,2,C,2,0.0,0.0,0.0 +483,15,LINGERIE,21,Ibarra,Imbabura,C,15,C,2,C,2,17.0,17.0,17.0 +484,15,"LIQUOR,WINE,BEER",22,Ibarra,Imbabura,C,15,C,2,C,2,122.04000000000087,122.04000000000087,122.04000000000087 +485,15,MAGAZINES,23,Ibarra,Imbabura,C,15,C,2,C,2,6.0,6.0,6.0 +486,15,MEATS,24,Ibarra,Imbabura,C,15,C,2,C,2,191.40539,191.40539,191.40539 +487,15,PERSONAL CARE,25,Ibarra,Imbabura,C,15,C,2,C,2,324.1700000000001,324.1700000000001,324.1700000000001 +488,15,PET SUPPLIES,26,Ibarra,Imbabura,C,15,C,2,C,2,4.0,4.0,4.0 +489,15,PLAYERS AND ELECTRONICS,27,Ibarra,Imbabura,C,15,C,2,C,2,12.0,12.0,12.0 +490,15,POULTRY,28,Ibarra,Imbabura,C,15,C,2,C,2,262.2018900000003,262.2018900000003,262.2018900000003 +491,15,PREPARED FOODS,29,Ibarra,Imbabura,C,15,C,2,C,2,71.17000000000007,71.17000000000007,71.17000000000007 +492,15,PRODUCE,30,Ibarra,Imbabura,C,15,C,2,C,2,1166.2009900000005,1166.2009900000005,1166.2009900000005 +493,15,SCHOOL AND OFFICE SUPPLIES,31,Ibarra,Imbabura,C,15,C,2,C,2,14.0,14.0,14.0 +494,15,SEAFOOD,32,Ibarra,Imbabura,C,15,C,2,C,2,16.0,16.0,16.0 +495,16,AUTOMOTIVE,0,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,17.0,17.0,17.0 +496,16,BABY CARE,1,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,2.0,2.0,2.0 +497,16,BEAUTY,2,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,5.0,5.0,5.0 +498,16,BEVERAGES,3,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,2696.400000000001,2696.400000000001,2696.400000000001 +499,16,BOOKS,4,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,0.0,0.0,0.0 +500,16,BREAD/BAKERY,5,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,433.6800000000003,433.6800000000003,433.6800000000003 +501,16,CELEBRATION,6,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,19.0,19.0,19.0 +502,16,CLEANING,7,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,2208.720000000001,2208.720000000001,2208.720000000001 +503,16,DAIRY,8,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,537.5100000000002,537.5100000000002,537.5100000000002 +504,16,DELI,9,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,467.5100000000002,467.5100000000002,467.5100000000002 +505,16,EGGS,10,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,528.5100000000002,528.5100000000002,528.5100000000002 +506,16,FROZEN FOODS,11,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,376.9116300000015,376.9116300000015,376.9116300000015 +507,16,GROCERY I,12,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,5106.590120000001,5106.590120000001,5106.590120000001 +508,16,GROCERY II,13,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,31.0,31.0,31.0 +509,16,HARDWARE,14,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,4.0,4.0,4.0 +510,16,HOME AND KITCHEN I,15,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,54.17000000000007,54.17000000000007,54.17000000000007 +511,16,HOME AND KITCHEN II,16,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,28.170000000000076,28.170000000000076,28.170000000000076 +512,16,HOME APPLIANCES,17,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,2.0,2.0,2.0 +513,16,HOME CARE,18,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,471.8500000000004,471.8500000000004,471.8500000000004 +514,16,LADIESWEAR,19,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,0.0,0.0,0.0 +515,16,LAWN AND GARDEN,20,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,0.0,0.0,0.0 +516,16,LINGERIE,21,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,17.0,17.0,17.0 +517,16,"LIQUOR,WINE,BEER",22,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,206.17000000000007,206.17000000000007,206.17000000000007 +518,16,MAGAZINES,23,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,4.170000000000073,4.170000000000073,4.170000000000073 +519,16,MEATS,24,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,146.5932500000001,146.5932500000001,146.5932500000001 +520,16,PERSONAL CARE,25,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,439.5100000000002,439.5100000000002,439.5100000000002 +521,16,PET SUPPLIES,26,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,4.0,4.0,4.0 +522,16,PLAYERS AND ELECTRONICS,27,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,10.0,10.0,10.0 +523,16,POULTRY,28,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,200.5134,200.5134,200.5134 +524,16,PREPARED FOODS,29,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,84.0,84.0,84.0 +525,16,PRODUCE,30,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,1128.6822000000002,1128.6822000000002,1128.6822000000002 +526,16,SCHOOL AND OFFICE SUPPLIES,31,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,38.17000000000007,38.17000000000007,38.17000000000007 +527,16,SEAFOOD,32,Santo Domingo,Santo Domingo de los Tsachilas,C,3,C,2,C,2,13.0,13.0,13.0 +528,17,AUTOMOTIVE,0,Quito,Pichincha,C,12,C,2,C,2,23.0,23.0,23.0 +529,17,BABY CARE,1,Quito,Pichincha,C,12,C,2,C,2,2.1700000000000728,2.1700000000000728,2.1700000000000728 +530,17,BEAUTY,2,Quito,Pichincha,C,12,C,2,C,2,9.0,9.0,9.0 +531,17,BEVERAGES,3,Quito,Pichincha,C,12,C,2,C,2,5992.68,5992.68,5992.68 +532,17,BOOKS,4,Quito,Pichincha,C,12,C,2,C,2,0.0,0.0,0.0 +533,17,BREAD/BAKERY,5,Quito,Pichincha,C,12,C,2,C,2,697.1700000000001,697.1700000000001,697.1700000000001 +534,17,CELEBRATION,6,Quito,Pichincha,C,12,C,2,C,2,26.170000000000076,26.170000000000076,26.170000000000076 +535,17,CLEANING,7,Quito,Pichincha,C,12,C,2,C,2,2011.1200000000024,2011.1200000000024,2011.1200000000024 +536,17,DAIRY,8,Quito,Pichincha,C,12,C,2,C,2,1366.4400000000023,1366.4400000000023,1366.4400000000023 +537,17,DELI,9,Quito,Pichincha,C,12,C,2,C,2,830.0,830.0,830.0 +538,17,EGGS,10,Quito,Pichincha,C,12,C,2,C,2,680.0800000000017,680.0800000000017,680.0800000000017 +539,17,FROZEN FOODS,11,Quito,Pichincha,C,12,C,2,C,2,535.3613400000016,535.3613400000016,535.3613400000016 +540,17,GROCERY I,12,Quito,Pichincha,C,12,C,2,C,2,8121.340690000001,8121.340690000001,8121.340690000001 +541,17,GROCERY II,13,Quito,Pichincha,C,12,C,2,C,2,38.17000000000007,38.17000000000007,38.17000000000007 +542,17,HARDWARE,14,Quito,Pichincha,C,12,C,2,C,2,5.0,5.0,5.0 +543,17,HOME AND KITCHEN I,15,Quito,Pichincha,C,12,C,2,C,2,68.0,68.0,68.0 +544,17,HOME AND KITCHEN II,16,Quito,Pichincha,C,12,C,2,C,2,96.51000000000022,96.51000000000022,96.51000000000022 +545,17,HOME APPLIANCES,17,Quito,Pichincha,C,12,C,2,C,2,2.0,2.0,2.0 +546,17,HOME CARE,18,Quito,Pichincha,C,12,C,2,C,2,565.0,565.0,565.0 +547,17,LADIESWEAR,19,Quito,Pichincha,C,12,C,2,C,2,21.0,21.0,21.0 +548,17,LAWN AND GARDEN,20,Quito,Pichincha,C,12,C,2,C,2,6.0,6.0,6.0 +549,17,LINGERIE,21,Quito,Pichincha,C,12,C,2,C,2,25.170000000000076,25.170000000000076,25.170000000000076 +550,17,"LIQUOR,WINE,BEER",22,Quito,Pichincha,C,12,C,2,C,2,209.17000000000007,209.17000000000007,209.17000000000007 +551,17,MAGAZINES,23,Quito,Pichincha,C,12,C,2,C,2,9.0,9.0,9.0 +552,17,MEATS,24,Quito,Pichincha,C,12,C,2,C,2,399.8909300000002,399.8909300000002,399.8909300000002 +553,17,PERSONAL CARE,25,Quito,Pichincha,C,12,C,2,C,2,551.5100000000002,551.5100000000002,551.5100000000002 +554,17,PET SUPPLIES,26,Quito,Pichincha,C,12,C,2,C,2,7.0,7.0,7.0 +555,17,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,C,12,C,2,C,2,26.170000000000076,26.170000000000076,26.170000000000076 +556,17,POULTRY,28,Quito,Pichincha,C,12,C,2,C,2,596.5603000000007,596.5603000000007,596.5603000000007 +557,17,PREPARED FOODS,29,Quito,Pichincha,C,12,C,2,C,2,149.0,149.0,149.0 +558,17,PRODUCE,30,Quito,Pichincha,C,12,C,2,C,2,2389.8408500000005,2389.8408500000005,2389.8408500000005 +559,17,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,C,12,C,2,C,2,13.170000000000073,13.170000000000073,13.170000000000073 +560,17,SEAFOOD,32,Quito,Pichincha,C,12,C,2,C,2,32.17000000000007,32.17000000000007,32.17000000000007 +561,18,AUTOMOTIVE,0,Quito,Pichincha,B,16,B,1,B,1,15.0,15.0,15.0 +562,18,BABY CARE,1,Quito,Pichincha,B,16,B,1,B,1,2.0,2.0,2.0 +563,18,BEAUTY,2,Quito,Pichincha,B,16,B,1,B,1,10.170000000000073,10.170000000000073,10.170000000000073 +564,18,BEVERAGES,3,Quito,Pichincha,B,16,B,1,B,1,4940.500000000004,4940.500000000004,4940.500000000004 +565,18,BOOKS,4,Quito,Pichincha,B,16,B,1,B,1,0.0,0.0,0.0 +566,18,BREAD/BAKERY,5,Quito,Pichincha,B,16,B,1,B,1,1141.5300000000009,1141.5300000000009,1141.5300000000009 +567,18,CELEBRATION,6,Quito,Pichincha,B,16,B,1,B,1,20.0,20.0,20.0 +568,18,CLEANING,7,Quito,Pichincha,B,16,B,1,B,1,1310.17,1310.17,1310.17 +569,18,DAIRY,8,Quito,Pichincha,B,16,B,1,B,1,1106.5700000000015,1106.5700000000015,1106.5700000000015 +570,18,DELI,9,Quito,Pichincha,B,16,B,1,B,1,445.7010900000003,445.7010900000003,445.7010900000003 +571,18,EGGS,10,Quito,Pichincha,B,16,B,1,B,1,379.5100000000002,379.5100000000002,379.5100000000002 +572,18,FROZEN FOODS,11,Quito,Pichincha,B,16,B,1,B,1,408.0362766000011,408.0362766000011,408.0362766000011 +573,18,GROCERY I,12,Quito,Pichincha,B,16,B,1,B,1,5822.976790000003,5822.976790000003,5822.976790000003 +574,18,GROCERY II,13,Quito,Pichincha,B,16,B,1,B,1,50.0,50.0,50.0 +575,18,HARDWARE,14,Quito,Pichincha,B,16,B,1,B,1,6.0,6.0,6.0 +576,18,HOME AND KITCHEN I,15,Quito,Pichincha,B,16,B,1,B,1,99.85000000000036,99.85000000000036,99.85000000000036 +577,18,HOME AND KITCHEN II,16,Quito,Pichincha,B,16,B,1,B,1,34.17000000000007,34.17000000000007,34.17000000000007 +578,18,HOME APPLIANCES,17,Quito,Pichincha,B,16,B,1,B,1,2.0,2.0,2.0 +579,18,HOME CARE,18,Quito,Pichincha,B,16,B,1,B,1,380.1700000000001,380.1700000000001,380.1700000000001 +580,18,LADIESWEAR,19,Quito,Pichincha,B,16,B,1,B,1,34.0,34.0,34.0 +581,18,LAWN AND GARDEN,20,Quito,Pichincha,B,16,B,1,B,1,10.0,10.0,10.0 +582,18,LINGERIE,21,Quito,Pichincha,B,16,B,1,B,1,19.0,19.0,19.0 +583,18,"LIQUOR,WINE,BEER",22,Quito,Pichincha,B,16,B,1,B,1,268.02000000000044,268.02000000000044,268.02000000000044 +584,18,MAGAZINES,23,Quito,Pichincha,B,16,B,1,B,1,9.0,9.0,9.0 +585,18,MEATS,24,Quito,Pichincha,B,16,B,1,B,1,285.0387700000001,285.0387700000001,285.0387700000001 +586,18,PERSONAL CARE,25,Quito,Pichincha,B,16,B,1,B,1,426.8500000000004,426.8500000000004,426.8500000000004 +587,18,PET SUPPLIES,26,Quito,Pichincha,B,16,B,1,B,1,10.170000000000073,10.170000000000073,10.170000000000073 +588,18,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,B,16,B,1,B,1,22.0,22.0,22.0 +589,18,POULTRY,28,Quito,Pichincha,B,16,B,1,B,1,451.0748034000002,451.0748034000002,451.0748034000002 +590,18,PREPARED FOODS,29,Quito,Pichincha,B,16,B,1,B,1,116.01413000000004,116.01413000000004,116.01413000000004 +591,18,PRODUCE,30,Quito,Pichincha,B,16,B,1,B,1,3507.18491,3507.18491,3507.18491 +592,18,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,B,16,B,1,B,1,36.17000000000007,36.17000000000007,36.17000000000007 +593,18,SEAFOOD,32,Quito,Pichincha,B,16,B,1,B,1,31.203100170000017,31.203100170000017,31.203100170000017 +594,19,AUTOMOTIVE,0,Guaranda,Bolivar,C,15,C,2,C,2,19.0,19.0,19.0 +595,19,BABY CARE,1,Guaranda,Bolivar,C,15,C,2,C,2,2.0,2.0,2.0 +596,19,BEAUTY,2,Guaranda,Bolivar,C,15,C,2,C,2,7.0,7.0,7.0 +597,19,BEVERAGES,3,Guaranda,Bolivar,C,15,C,2,C,2,4278.460000000003,4278.460000000003,4278.460000000003 +598,19,BOOKS,4,Guaranda,Bolivar,C,15,C,2,C,2,0.0,0.0,0.0 +599,19,BREAD/BAKERY,5,Guaranda,Bolivar,C,15,C,2,C,2,330.02000000000044,330.02000000000044,330.02000000000044 +600,19,CELEBRATION,6,Guaranda,Bolivar,C,15,C,2,C,2,47.17000000000007,47.17000000000007,47.17000000000007 +601,19,CLEANING,7,Guaranda,Bolivar,C,15,C,2,C,2,1995.2300000000012,1995.2300000000012,1995.2300000000012 +602,19,DAIRY,8,Guaranda,Bolivar,C,15,C,2,C,2,611.1900000000005,611.1900000000005,611.1900000000005 +603,19,DELI,9,Guaranda,Bolivar,C,15,C,2,C,2,544.3400000000001,544.3400000000001,544.3400000000001 +604,19,EGGS,10,Guaranda,Bolivar,C,15,C,2,C,2,201.0,201.0,201.0 +605,19,FROZEN FOODS,11,Guaranda,Bolivar,C,15,C,2,C,2,714.6980085000002,714.6980085000002,714.6980085000002 +606,19,GROCERY I,12,Guaranda,Bolivar,C,15,C,2,C,2,5952.0,5952.0,5952.0 +607,19,GROCERY II,13,Guaranda,Bolivar,C,15,C,2,C,2,62.0,62.0,62.0 +608,19,HARDWARE,14,Guaranda,Bolivar,C,15,C,2,C,2,6.0,6.0,6.0 +609,19,HOME AND KITCHEN I,15,Guaranda,Bolivar,C,15,C,2,C,2,65.17000000000007,65.17000000000007,65.17000000000007 +610,19,HOME AND KITCHEN II,16,Guaranda,Bolivar,C,15,C,2,C,2,42.17000000000007,42.17000000000007,42.17000000000007 +611,19,HOME APPLIANCES,17,Guaranda,Bolivar,C,15,C,2,C,2,2.0,2.0,2.0 +612,19,HOME CARE,18,Guaranda,Bolivar,C,15,C,2,C,2,405.0,405.0,405.0 +613,19,LADIESWEAR,19,Guaranda,Bolivar,C,15,C,2,C,2,31.0,31.0,31.0 +614,19,LAWN AND GARDEN,20,Guaranda,Bolivar,C,15,C,2,C,2,0.0,0.0,0.0 +615,19,LINGERIE,21,Guaranda,Bolivar,C,15,C,2,C,2,20.0,20.0,20.0 +616,19,"LIQUOR,WINE,BEER",22,Guaranda,Bolivar,C,15,C,2,C,2,222.8500000000004,222.8500000000004,222.8500000000004 +617,19,MAGAZINES,23,Guaranda,Bolivar,C,15,C,2,C,2,7.0,7.0,7.0 +618,19,MEATS,24,Guaranda,Bolivar,C,15,C,2,C,2,310.22058,310.22058,310.22058 +619,19,PERSONAL CARE,25,Guaranda,Bolivar,C,15,C,2,C,2,432.0,432.0,432.0 +620,19,PET SUPPLIES,26,Guaranda,Bolivar,C,15,C,2,C,2,4.0,4.0,4.0 +621,19,PLAYERS AND ELECTRONICS,27,Guaranda,Bolivar,C,15,C,2,C,2,15.0,15.0,15.0 +622,19,POULTRY,28,Guaranda,Bolivar,C,15,C,2,C,2,411.34655,411.34655,411.34655 +623,19,PREPARED FOODS,29,Guaranda,Bolivar,C,15,C,2,C,2,65.17000000000007,65.17000000000007,65.17000000000007 +624,19,PRODUCE,30,Guaranda,Bolivar,C,15,C,2,C,2,728.8087400000002,728.8087400000002,728.8087400000002 +625,19,SCHOOL AND OFFICE SUPPLIES,31,Guaranda,Bolivar,C,15,C,2,C,2,14.170000000000073,14.170000000000073,14.170000000000073 +626,19,SEAFOOD,32,Guaranda,Bolivar,C,15,C,2,C,2,18.170000000000076,18.170000000000076,18.170000000000076 +627,20,AUTOMOTIVE,0,Quito,Pichincha,B,6,B,1,B,1,22.170000000000076,22.170000000000076,22.170000000000076 +628,20,BABY CARE,1,Quito,Pichincha,B,6,B,1,B,1,4.0,4.0,4.0 +629,20,BEAUTY,2,Quito,Pichincha,B,6,B,1,B,1,16.0,16.0,16.0 +630,20,BEVERAGES,3,Quito,Pichincha,B,6,B,1,B,1,7881.930000000002,7881.930000000002,7881.930000000002 +631,20,BOOKS,4,Quito,Pichincha,B,6,B,1,B,1,0.0,0.0,0.0 +632,20,BREAD/BAKERY,5,Quito,Pichincha,B,6,B,1,B,1,1128.5100000000002,1128.5100000000002,1128.5100000000002 +633,20,CELEBRATION,6,Quito,Pichincha,B,6,B,1,B,1,23.170000000000076,23.170000000000076,23.170000000000076 +634,20,CLEANING,7,Quito,Pichincha,B,6,B,1,B,1,3002.0,3002.0,3002.0 +635,20,DAIRY,8,Quito,Pichincha,B,6,B,1,B,1,1787.9100000000017,1787.9100000000017,1787.9100000000017 +636,20,DELI,9,Quito,Pichincha,B,6,B,1,B,1,1214.2450600000006,1214.2450600000006,1214.2450600000006 +637,20,EGGS,10,Quito,Pichincha,B,6,B,1,B,1,325.0,325.0,325.0 +638,20,FROZEN FOODS,11,Quito,Pichincha,B,6,B,1,B,1,625.2036532000008,625.2036532000008,625.2036532000008 +639,20,GROCERY I,12,Quito,Pichincha,B,6,B,1,B,1,11809.808610000002,11809.808610000002,11809.808610000002 +640,20,GROCERY II,13,Quito,Pichincha,B,6,B,1,B,1,39.17000000000007,39.17000000000007,39.17000000000007 +641,20,HARDWARE,14,Quito,Pichincha,B,6,B,1,B,1,4.0,4.0,4.0 +642,20,HOME AND KITCHEN I,15,Quito,Pichincha,B,6,B,1,B,1,73.17000000000007,73.17000000000007,73.17000000000007 +643,20,HOME AND KITCHEN II,16,Quito,Pichincha,B,6,B,1,B,1,46.0,46.0,46.0 +644,20,HOME APPLIANCES,17,Quito,Pichincha,B,6,B,1,B,1,2.0,2.0,2.0 +645,20,HOME CARE,18,Quito,Pichincha,B,6,B,1,B,1,739.8900000000012,739.8900000000012,739.8900000000012 +646,20,LADIESWEAR,19,Quito,Pichincha,B,6,B,1,B,1,43.0,43.0,43.0 +647,20,LAWN AND GARDEN,20,Quito,Pichincha,B,6,B,1,B,1,19.0,19.0,19.0 +648,20,LINGERIE,21,Quito,Pichincha,B,6,B,1,B,1,14.0,14.0,14.0 +649,20,"LIQUOR,WINE,BEER",22,Quito,Pichincha,B,6,B,1,B,1,138.85000000000036,138.85000000000036,138.85000000000036 +650,20,MAGAZINES,23,Quito,Pichincha,B,6,B,1,B,1,7.0,7.0,7.0 +651,20,MEATS,24,Quito,Pichincha,B,6,B,1,B,1,663.0902649000004,663.0902649000004,663.0902649000004 +652,20,PERSONAL CARE,25,Quito,Pichincha,B,6,B,1,B,1,940.8900000000012,940.8900000000012,940.8900000000012 +653,20,PET SUPPLIES,26,Quito,Pichincha,B,6,B,1,B,1,9.170000000000073,9.170000000000073,9.170000000000073 +654,20,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,B,6,B,1,B,1,16.0,16.0,16.0 +655,20,POULTRY,28,Quito,Pichincha,B,6,B,1,B,1,762.170930000001,762.170930000001,762.170930000001 +656,20,PREPARED FOODS,29,Quito,Pichincha,B,6,B,1,B,1,181.26321,181.26321,181.26321 +657,20,PRODUCE,30,Quito,Pichincha,B,6,B,1,B,1,2091.9949100000013,2091.9949100000013,2091.9949100000013 +658,20,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,B,6,B,1,B,1,77.34000000000015,77.34000000000015,77.34000000000015 +659,20,SEAFOOD,32,Quito,Pichincha,B,6,B,1,B,1,34.19396966000005,34.19396966000005,34.19396966000005 +660,21,AUTOMOTIVE,0,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,23.0,23.0,23.0 +661,21,BABY CARE,1,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,4.0,4.0,4.0 +662,21,BEAUTY,2,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,13.0,13.0,13.0 +663,21,BEVERAGES,3,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,5078.85,5078.85,5078.85 +664,21,BOOKS,4,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,0.0,0.0,0.0 +665,21,BREAD/BAKERY,5,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,1000.0,1000.0,1000.0 +666,21,CELEBRATION,6,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,27.0,27.0,27.0 +667,21,CLEANING,7,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,2758.110000000006,2758.110000000006,2758.110000000006 +668,21,DAIRY,8,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,1141.17,1141.17,1141.17 +669,21,DELI,9,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,648.5762800000011,648.5762800000011,648.5762800000011 +670,21,EGGS,10,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,601.0400000000009,601.0400000000009,601.0400000000009 +671,21,FROZEN FOODS,11,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,441.58736340000286,441.58736340000286,441.58736340000286 +672,21,GROCERY I,12,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,8013.146640000012,8013.146640000012,8013.146640000012 +673,21,GROCERY II,13,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,43.51000000000022,43.51000000000022,43.51000000000022 +674,21,HARDWARE,14,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,4.0,4.0,4.0 +675,21,HOME AND KITCHEN I,15,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,89.51000000000022,89.51000000000022,89.51000000000022 +676,21,HOME AND KITCHEN II,16,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,70.0,70.0,70.0 +677,21,HOME APPLIANCES,17,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,2.0,2.0,2.0 +678,21,HOME CARE,18,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,665.3600000000006,665.3600000000006,665.3600000000006 +679,21,LADIESWEAR,19,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,21.0,21.0,21.0 +680,21,LAWN AND GARDEN,20,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,9.0,9.0,9.0 +681,21,LINGERIE,21,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,26.0,26.0,26.0 +682,21,"LIQUOR,WINE,BEER",22,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,228.02000000000044,228.02000000000044,228.02000000000044 +683,21,MAGAZINES,23,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,9.0,9.0,9.0 +684,21,MEATS,24,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,205.96727,205.96727,205.96727 +685,21,PERSONAL CARE,25,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,669.3600000000006,669.3600000000006,669.3600000000006 +686,21,PET SUPPLIES,26,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,7.0,7.0,7.0 +687,21,PLAYERS AND ELECTRONICS,27,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,25.0,25.0,25.0 +688,21,POULTRY,28,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,325.8460066,325.8460066,325.8460066 +689,21,PREPARED FOODS,29,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,212.0791000000001,212.0791000000001,212.0791000000001 +690,21,PRODUCE,30,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,2278.88585,2278.88585,2278.88585 +691,21,SCHOOL AND OFFICE SUPPLIES,31,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,50.34000000000015,50.34000000000015,50.34000000000015 +692,21,SEAFOOD,32,Santo Domingo,Santo Domingo de los Tsachilas,B,6,B,1,B,1,16.0,16.0,16.0 +693,22,AUTOMOTIVE,0,Puyo,Pastaza,C,7,C,2,C,2,13.0,13.0,13.0 +694,22,BABY CARE,1,Puyo,Pastaza,C,7,C,2,C,2,2.0,2.0,2.0 +695,22,BEAUTY,2,Puyo,Pastaza,C,7,C,2,C,2,6.0,6.0,6.0 +696,22,BEVERAGES,3,Puyo,Pastaza,C,7,C,2,C,2,2202.17,2202.17,2202.17 +697,22,BOOKS,4,Puyo,Pastaza,C,7,C,2,C,2,0.0,0.0,0.0 +698,22,BREAD/BAKERY,5,Puyo,Pastaza,C,7,C,2,C,2,229.0,229.0,229.0 +699,22,CELEBRATION,6,Puyo,Pastaza,C,7,C,2,C,2,30.51000000000022,30.51000000000022,30.51000000000022 +700,22,CLEANING,7,Puyo,Pastaza,C,7,C,2,C,2,1254.7000000000007,1254.7000000000007,1254.7000000000007 +701,22,DAIRY,8,Puyo,Pastaza,C,7,C,2,C,2,490.8700000000008,490.8700000000008,490.8700000000008 +702,22,DELI,9,Puyo,Pastaza,C,7,C,2,C,2,265.34000000000015,265.34000000000015,265.34000000000015 +703,22,EGGS,10,Puyo,Pastaza,C,7,C,2,C,2,122.85000000000036,122.85000000000036,122.85000000000036 +704,22,FROZEN FOODS,11,Puyo,Pastaza,C,7,C,2,C,2,326.4563400000005,326.4563400000005,326.4563400000005 +705,22,GROCERY I,12,Puyo,Pastaza,C,7,C,2,C,2,3879.34,3879.34,3879.34 +706,22,GROCERY II,13,Puyo,Pastaza,C,7,C,2,C,2,22.170000000000076,22.170000000000076,22.170000000000076 +707,22,HARDWARE,14,Puyo,Pastaza,C,7,C,2,C,2,5.0,5.0,5.0 +708,22,HOME AND KITCHEN I,15,Puyo,Pastaza,C,7,C,2,C,2,112.51000000000022,112.51000000000022,112.51000000000022 +709,22,HOME AND KITCHEN II,16,Puyo,Pastaza,C,7,C,2,C,2,44.0,44.0,44.0 +710,22,HOME APPLIANCES,17,Puyo,Pastaza,C,7,C,2,C,2,2.0,2.0,2.0 +711,22,HOME CARE,18,Puyo,Pastaza,C,7,C,2,C,2,283.1700000000001,283.1700000000001,283.1700000000001 +712,22,LADIESWEAR,19,Puyo,Pastaza,C,7,C,2,C,2,5.0,5.0,5.0 +713,22,LAWN AND GARDEN,20,Puyo,Pastaza,C,7,C,2,C,2,0.0,0.0,0.0 +714,22,LINGERIE,21,Puyo,Pastaza,C,7,C,2,C,2,19.170000000000076,19.170000000000076,19.170000000000076 +715,22,"LIQUOR,WINE,BEER",22,Puyo,Pastaza,C,7,C,2,C,2,142.34000000000017,142.34000000000017,142.34000000000017 +716,22,MAGAZINES,23,Puyo,Pastaza,C,7,C,2,C,2,9.0,9.0,9.0 +717,22,MEATS,24,Puyo,Pastaza,C,7,C,2,C,2,160.27590170000008,160.27590170000008,160.27590170000008 +718,22,PERSONAL CARE,25,Puyo,Pastaza,C,7,C,2,C,2,304.34000000000015,304.34000000000015,304.34000000000015 +719,22,PET SUPPLIES,26,Puyo,Pastaza,C,7,C,2,C,2,4.0,4.0,4.0 +720,22,PLAYERS AND ELECTRONICS,27,Puyo,Pastaza,C,7,C,2,C,2,14.0,14.0,14.0 +721,22,POULTRY,28,Puyo,Pastaza,C,7,C,2,C,2,277.35238000000004,277.35238000000004,277.35238000000004 +722,22,PREPARED FOODS,29,Puyo,Pastaza,C,7,C,2,C,2,84.17000000000007,84.17000000000007,84.17000000000007 +723,22,PRODUCE,30,Puyo,Pastaza,C,7,C,2,C,2,658.6800000000014,658.6800000000014,658.6800000000014 +724,22,SCHOOL AND OFFICE SUPPLIES,31,Puyo,Pastaza,C,7,C,2,C,2,6.170000000000073,6.170000000000073,6.170000000000073 +725,22,SEAFOOD,32,Puyo,Pastaza,C,7,C,2,C,2,7.0,7.0,7.0 +726,23,AUTOMOTIVE,0,Ambato,Tungurahua,D,9,D,3,D,3,8.0,8.0,8.0 +727,23,BABY CARE,1,Ambato,Tungurahua,D,9,D,3,D,3,0.0,0.0,0.0 +728,23,BEAUTY,2,Ambato,Tungurahua,D,9,D,3,D,3,7.0,7.0,7.0 +729,23,BEVERAGES,3,Ambato,Tungurahua,D,9,D,3,D,3,2447.2300000000014,2447.2300000000014,2447.2300000000014 +730,23,BOOKS,4,Ambato,Tungurahua,D,9,D,3,D,3,2.0,2.0,2.0 +731,23,BREAD/BAKERY,5,Ambato,Tungurahua,D,9,D,3,D,3,395.21229000000017,395.21229000000017,395.21229000000017 +732,23,CELEBRATION,6,Ambato,Tungurahua,D,9,D,3,D,3,48.85000000000037,48.85000000000037,48.85000000000037 +733,23,CLEANING,7,Ambato,Tungurahua,D,9,D,3,D,3,881.1700000000001,881.1700000000001,881.1700000000001 +734,23,DAIRY,8,Ambato,Tungurahua,D,9,D,3,D,3,765.1700000000001,765.1700000000001,765.1700000000001 +735,23,DELI,9,Ambato,Tungurahua,D,9,D,3,D,3,229.4161100000001,229.4161100000001,229.4161100000001 +736,23,EGGS,10,Ambato,Tungurahua,D,9,D,3,D,3,89.0,89.0,89.0 +737,23,FROZEN FOODS,11,Ambato,Tungurahua,D,9,D,3,D,3,953.6417900000012,953.6417900000012,953.6417900000012 +738,23,GROCERY I,12,Ambato,Tungurahua,D,9,D,3,D,3,3257.720000000001,3257.720000000001,3257.720000000001 +739,23,GROCERY II,13,Ambato,Tungurahua,D,9,D,3,D,3,72.0,72.0,72.0 +740,23,HARDWARE,14,Ambato,Tungurahua,D,9,D,3,D,3,2.0,2.0,2.0 +741,23,HOME AND KITCHEN I,15,Ambato,Tungurahua,D,9,D,3,D,3,36.17000000000007,36.17000000000007,36.17000000000007 +742,23,HOME AND KITCHEN II,16,Ambato,Tungurahua,D,9,D,3,D,3,80.17000000000007,80.17000000000007,80.17000000000007 +743,23,HOME APPLIANCES,17,Ambato,Tungurahua,D,9,D,3,D,3,2.0,2.0,2.0 +744,23,HOME CARE,18,Ambato,Tungurahua,D,9,D,3,D,3,216.17000000000007,216.17000000000007,216.17000000000007 +745,23,LADIESWEAR,19,Ambato,Tungurahua,D,9,D,3,D,3,29.0,29.0,29.0 +746,23,LAWN AND GARDEN,20,Ambato,Tungurahua,D,9,D,3,D,3,8.170000000000073,8.170000000000073,8.170000000000073 +747,23,LINGERIE,21,Ambato,Tungurahua,D,9,D,3,D,3,16.0,16.0,16.0 +748,23,"LIQUOR,WINE,BEER",22,Ambato,Tungurahua,D,9,D,3,D,3,257.8500000000004,257.8500000000004,257.8500000000004 +749,23,MAGAZINES,23,Ambato,Tungurahua,D,9,D,3,D,3,11.0,11.0,11.0 +750,23,MEATS,24,Ambato,Tungurahua,D,9,D,3,D,3,2668.9800100000048,2668.9800100000048,2668.9800100000048 +751,23,PERSONAL CARE,25,Ambato,Tungurahua,D,9,D,3,D,3,259.1700000000001,259.1700000000001,259.1700000000001 +752,23,PET SUPPLIES,26,Ambato,Tungurahua,D,9,D,3,D,3,9.0,9.0,9.0 +753,23,PLAYERS AND ELECTRONICS,27,Ambato,Tungurahua,D,9,D,3,D,3,12.0,12.0,12.0 +754,23,POULTRY,28,Ambato,Tungurahua,D,9,D,3,D,3,516.0302100000002,516.0302100000002,516.0302100000002 +755,23,PREPARED FOODS,29,Ambato,Tungurahua,D,9,D,3,D,3,91.37935668,91.37935668,91.37935668 +756,23,PRODUCE,30,Ambato,Tungurahua,D,9,D,3,D,3,1956.6282000000003,1956.6282000000003,1956.6282000000003 +757,23,SCHOOL AND OFFICE SUPPLIES,31,Ambato,Tungurahua,D,9,D,3,D,3,3.0,3.0,3.0 +758,23,SEAFOOD,32,Ambato,Tungurahua,D,9,D,3,D,3,32.91628000000001,32.91628000000001,32.91628000000001 +759,24,AUTOMOTIVE,0,Guayaquil,Guayas,D,1,D,3,D,3,12.170000000000073,12.170000000000073,12.170000000000073 +760,24,BABY CARE,1,Guayaquil,Guayas,D,1,D,3,D,3,1.0,1.0,1.0 +761,24,BEAUTY,2,Guayaquil,Guayas,D,1,D,3,D,3,14.0,14.0,14.0 +762,24,BEVERAGES,3,Guayaquil,Guayas,D,1,D,3,D,3,5354.060000000001,5354.060000000001,5354.060000000001 +763,24,BOOKS,4,Guayaquil,Guayas,D,1,D,3,D,3,3.0,3.0,3.0 +764,24,BREAD/BAKERY,5,Guayaquil,Guayas,D,1,D,3,D,3,1052.00847,1052.00847,1052.00847 +765,24,CELEBRATION,6,Guayaquil,Guayas,D,1,D,3,D,3,40.17000000000007,40.17000000000007,40.17000000000007 +766,24,CLEANING,7,Guayaquil,Guayas,D,1,D,3,D,3,1738.17,1738.17,1738.17 +767,24,DAIRY,8,Guayaquil,Guayas,D,1,D,3,D,3,1956.0200000000004,1956.0200000000004,1956.0200000000004 +768,24,DELI,9,Guayaquil,Guayas,D,1,D,3,D,3,448.86553000000015,448.86553000000015,448.86553000000015 +769,24,EGGS,10,Guayaquil,Guayas,D,1,D,3,D,3,316.5100000000002,316.5100000000002,316.5100000000002 +770,24,FROZEN FOODS,11,Guayaquil,Guayas,D,1,D,3,D,3,1603.9986600000009,1603.9986600000009,1603.9986600000009 +771,24,GROCERY I,12,Guayaquil,Guayas,D,1,D,3,D,3,7828.140000000003,7828.140000000003,7828.140000000003 +772,24,GROCERY II,13,Guayaquil,Guayas,D,1,D,3,D,3,66.51000000000022,66.51000000000022,66.51000000000022 +773,24,HARDWARE,14,Guayaquil,Guayas,D,1,D,3,D,3,6.0,6.0,6.0 +774,24,HOME AND KITCHEN I,15,Guayaquil,Guayas,D,1,D,3,D,3,67.0,67.0,67.0 +775,24,HOME AND KITCHEN II,16,Guayaquil,Guayas,D,1,D,3,D,3,201.8500000000004,201.8500000000004,201.8500000000004 +776,24,HOME APPLIANCES,17,Guayaquil,Guayas,D,1,D,3,D,3,3.0,3.0,3.0 +777,24,HOME CARE,18,Guayaquil,Guayas,D,1,D,3,D,3,412.5100000000002,412.5100000000002,412.5100000000002 +778,24,LADIESWEAR,19,Guayaquil,Guayas,D,1,D,3,D,3,34.17000000000007,34.17000000000007,34.17000000000007 +779,24,LAWN AND GARDEN,20,Guayaquil,Guayas,D,1,D,3,D,3,68.17000000000007,68.17000000000007,68.17000000000007 +780,24,LINGERIE,21,Guayaquil,Guayas,D,1,D,3,D,3,29.0,29.0,29.0 +781,24,"LIQUOR,WINE,BEER",22,Guayaquil,Guayas,D,1,D,3,D,3,392.6800000000003,392.6800000000003,392.6800000000003 +782,24,MAGAZINES,23,Guayaquil,Guayas,D,1,D,3,D,3,29.0,29.0,29.0 +783,24,MEATS,24,Guayaquil,Guayas,D,1,D,3,D,3,764.4146400000006,764.4146400000006,764.4146400000006 +784,24,PERSONAL CARE,25,Guayaquil,Guayas,D,1,D,3,D,3,485.1700000000001,485.1700000000001,485.1700000000001 +785,24,PET SUPPLIES,26,Guayaquil,Guayas,D,1,D,3,D,3,29.0,29.0,29.0 +786,24,PLAYERS AND ELECTRONICS,27,Guayaquil,Guayas,D,1,D,3,D,3,30.0,30.0,30.0 +787,24,POULTRY,28,Guayaquil,Guayas,D,1,D,3,D,3,923.9707,923.9707,923.9707 +788,24,PREPARED FOODS,29,Guayaquil,Guayas,D,1,D,3,D,3,210.00742000000005,210.00742000000005,210.00742000000005 +789,24,PRODUCE,30,Guayaquil,Guayas,D,1,D,3,D,3,6600.926240000001,6600.926240000001,6600.926240000001 +790,24,SCHOOL AND OFFICE SUPPLIES,31,Guayaquil,Guayas,D,1,D,3,D,3,8.0,8.0,8.0 +791,24,SEAFOOD,32,Guayaquil,Guayas,D,1,D,3,D,3,74.34628000000004,74.34628000000004,74.34628000000004 +792,25,AUTOMOTIVE,0,Salinas,Santa Elena,D,1,D,3,D,3,10.0,10.0,10.0 +793,25,BABY CARE,1,Salinas,Santa Elena,D,1,D,3,D,3,1.0,1.0,1.0 +794,25,BEAUTY,2,Salinas,Santa Elena,D,1,D,3,D,3,14.0,14.0,14.0 +795,25,BEVERAGES,3,Salinas,Santa Elena,D,1,D,3,D,3,8089.450000000006,8089.450000000006,8089.450000000006 +796,25,BOOKS,4,Salinas,Santa Elena,D,1,D,3,D,3,2.0,2.0,2.0 +797,25,BREAD/BAKERY,5,Salinas,Santa Elena,D,1,D,3,D,3,970.6921700000004,970.6921700000004,970.6921700000004 +798,25,CELEBRATION,6,Salinas,Santa Elena,D,1,D,3,D,3,27.0,27.0,27.0 +799,25,CLEANING,7,Salinas,Santa Elena,D,1,D,3,D,3,1759.490000000007,1759.490000000007,1759.490000000007 +800,25,DAIRY,8,Salinas,Santa Elena,D,1,D,3,D,3,1761.180000000004,1761.180000000004,1761.180000000004 +801,25,DELI,9,Salinas,Santa Elena,D,1,D,3,D,3,478.4985000000003,478.4985000000003,478.4985000000003 +802,25,EGGS,10,Salinas,Santa Elena,D,1,D,3,D,3,432.7000000000007,432.7000000000007,432.7000000000007 +803,25,FROZEN FOODS,11,Salinas,Santa Elena,D,1,D,3,D,3,1270.1949200000015,1270.1949200000015,1270.1949200000015 +804,25,GROCERY I,12,Salinas,Santa Elena,D,1,D,3,D,3,5987.430000000006,5987.430000000006,5987.430000000006 +805,25,GROCERY II,13,Salinas,Santa Elena,D,1,D,3,D,3,50.34000000000015,50.34000000000015,50.34000000000015 +806,25,HARDWARE,14,Salinas,Santa Elena,D,1,D,3,D,3,6.0,6.0,6.0 +807,25,HOME AND KITCHEN I,15,Salinas,Santa Elena,D,1,D,3,D,3,166.70000000000073,166.70000000000073,166.70000000000073 +808,25,HOME AND KITCHEN II,16,Salinas,Santa Elena,D,1,D,3,D,3,90.68000000000028,90.68000000000028,90.68000000000028 +809,25,HOME APPLIANCES,17,Salinas,Santa Elena,D,1,D,3,D,3,2.0,2.0,2.0 +810,25,HOME CARE,18,Salinas,Santa Elena,D,1,D,3,D,3,360.1900000000005,360.1900000000005,360.1900000000005 +811,25,LADIESWEAR,19,Salinas,Santa Elena,D,1,D,3,D,3,0.0,0.0,0.0 +812,25,LAWN AND GARDEN,20,Salinas,Santa Elena,D,1,D,3,D,3,61.17000000000007,61.17000000000007,61.17000000000007 +813,25,LINGERIE,21,Salinas,Santa Elena,D,1,D,3,D,3,52.17000000000007,52.17000000000007,52.17000000000007 +814,25,"LIQUOR,WINE,BEER",22,Salinas,Santa Elena,D,1,D,3,D,3,1351.7400000000016,1351.7400000000016,1351.7400000000016 +815,25,MAGAZINES,23,Salinas,Santa Elena,D,1,D,3,D,3,26.0,26.0,26.0 +816,25,MEATS,24,Salinas,Santa Elena,D,1,D,3,D,3,584.3291900000011,584.3291900000011,584.3291900000011 +817,25,PERSONAL CARE,25,Salinas,Santa Elena,D,1,D,3,D,3,380.5300000000007,380.5300000000007,380.5300000000007 +818,25,PET SUPPLIES,26,Salinas,Santa Elena,D,1,D,3,D,3,11.0,11.0,11.0 +819,25,PLAYERS AND ELECTRONICS,27,Salinas,Santa Elena,D,1,D,3,D,3,28.0,28.0,28.0 +820,25,POULTRY,28,Salinas,Santa Elena,D,1,D,3,D,3,514.4711440000001,514.4711440000001,514.4711440000001 +821,25,PREPARED FOODS,29,Salinas,Santa Elena,D,1,D,3,D,3,166.11682000000008,166.11682000000008,166.11682000000008 +822,25,PRODUCE,30,Salinas,Santa Elena,D,1,D,3,D,3,4719.167500000005,4719.167500000005,4719.167500000005 +823,25,SCHOOL AND OFFICE SUPPLIES,31,Salinas,Santa Elena,D,1,D,3,D,3,5.0,5.0,5.0 +824,25,SEAFOOD,32,Salinas,Santa Elena,D,1,D,3,D,3,31.170000000000076,31.170000000000076,31.170000000000076 +825,26,AUTOMOTIVE,0,Guayaquil,Guayas,D,10,D,3,D,3,12.0,12.0,12.0 +826,26,BABY CARE,1,Guayaquil,Guayas,D,10,D,3,D,3,2.0,2.0,2.0 +827,26,BEAUTY,2,Guayaquil,Guayas,D,10,D,3,D,3,5.0,5.0,5.0 +828,26,BEVERAGES,3,Guayaquil,Guayas,D,10,D,3,D,3,2272.040000000001,2272.040000000001,2272.040000000001 +829,26,BOOKS,4,Guayaquil,Guayas,D,10,D,3,D,3,0.0,0.0,0.0 +830,26,BREAD/BAKERY,5,Guayaquil,Guayas,D,10,D,3,D,3,500.00969,500.00969,500.00969 +831,26,CELEBRATION,6,Guayaquil,Guayas,D,10,D,3,D,3,19.170000000000076,19.170000000000076,19.170000000000076 +832,26,CLEANING,7,Guayaquil,Guayas,D,10,D,3,D,3,1104.34,1104.34,1104.34 +833,26,DAIRY,8,Guayaquil,Guayas,D,10,D,3,D,3,597.0200000000004,597.0200000000004,597.0200000000004 +834,26,DELI,9,Guayaquil,Guayas,D,10,D,3,D,3,206.54939000000005,206.54939000000005,206.54939000000005 +835,26,EGGS,10,Guayaquil,Guayas,D,10,D,3,D,3,104.17000000000009,104.17000000000009,104.17000000000009 +836,26,FROZEN FOODS,11,Guayaquil,Guayas,D,10,D,3,D,3,1207.332370000003,1207.332370000003,1207.332370000003 +837,26,GROCERY I,12,Guayaquil,Guayas,D,10,D,3,D,3,4806.690000000019,4806.690000000019,4806.690000000019 +838,26,GROCERY II,13,Guayaquil,Guayas,D,10,D,3,D,3,23.0,23.0,23.0 +839,26,HARDWARE,14,Guayaquil,Guayas,D,10,D,3,D,3,6.0,6.0,6.0 +840,26,HOME AND KITCHEN I,15,Guayaquil,Guayas,D,10,D,3,D,3,47.17000000000007,47.17000000000007,47.17000000000007 +841,26,HOME AND KITCHEN II,16,Guayaquil,Guayas,D,10,D,3,D,3,27.0,27.0,27.0 +842,26,HOME APPLIANCES,17,Guayaquil,Guayas,D,10,D,3,D,3,2.0,2.0,2.0 +843,26,HOME CARE,18,Guayaquil,Guayas,D,10,D,3,D,3,210.34000000000012,210.34000000000012,210.34000000000012 +844,26,LADIESWEAR,19,Guayaquil,Guayas,D,10,D,3,D,3,9.0,9.0,9.0 +845,26,LAWN AND GARDEN,20,Guayaquil,Guayas,D,10,D,3,D,3,16.0,16.0,16.0 +846,26,LINGERIE,21,Guayaquil,Guayas,D,10,D,3,D,3,19.0,19.0,19.0 +847,26,"LIQUOR,WINE,BEER",22,Guayaquil,Guayas,D,10,D,3,D,3,216.1900000000005,216.1900000000005,216.1900000000005 +848,26,MAGAZINES,23,Guayaquil,Guayas,D,10,D,3,D,3,3.0,3.0,3.0 +849,26,MEATS,24,Guayaquil,Guayas,D,10,D,3,D,3,590.3232800000001,590.3232800000001,590.3232800000001 +850,26,PERSONAL CARE,25,Guayaquil,Guayas,D,10,D,3,D,3,551.8700000000008,551.8700000000008,551.8700000000008 +851,26,PET SUPPLIES,26,Guayaquil,Guayas,D,10,D,3,D,3,6.170000000000073,6.170000000000073,6.170000000000073 +852,26,PLAYERS AND ELECTRONICS,27,Guayaquil,Guayas,D,10,D,3,D,3,8.0,8.0,8.0 +853,26,POULTRY,28,Guayaquil,Guayas,D,10,D,3,D,3,434.16114000000056,434.16114000000056,434.16114000000056 +854,26,PREPARED FOODS,29,Guayaquil,Guayas,D,10,D,3,D,3,44.0,44.0,44.0 +855,26,PRODUCE,30,Guayaquil,Guayas,D,10,D,3,D,3,1165.63234,1165.63234,1165.63234 +856,26,SCHOOL AND OFFICE SUPPLIES,31,Guayaquil,Guayas,D,10,D,3,D,3,14.0,14.0,14.0 +857,26,SEAFOOD,32,Guayaquil,Guayas,D,10,D,3,D,3,12.57858000000002,12.57858000000002,12.57858000000002 +858,27,AUTOMOTIVE,0,Daule,Guayas,D,1,D,3,D,3,16.0,16.0,16.0 +859,27,BABY CARE,1,Daule,Guayas,D,1,D,3,D,3,2.0,2.0,2.0 +860,27,BEAUTY,2,Daule,Guayas,D,1,D,3,D,3,12.0,12.0,12.0 +861,27,BEVERAGES,3,Daule,Guayas,D,1,D,3,D,3,5927.820000000011,5927.820000000011,5927.820000000011 +862,27,BOOKS,4,Daule,Guayas,D,1,D,3,D,3,1.0,1.0,1.0 +863,27,BREAD/BAKERY,5,Daule,Guayas,D,1,D,3,D,3,1192.1708900000003,1192.1708900000003,1192.1708900000003 +864,27,CELEBRATION,6,Daule,Guayas,D,1,D,3,D,3,40.17000000000007,40.17000000000007,40.17000000000007 +865,27,CLEANING,7,Daule,Guayas,D,1,D,3,D,3,1471.5100000000002,1471.5100000000002,1471.5100000000002 +866,27,DAIRY,8,Daule,Guayas,D,1,D,3,D,3,1764.5100000000002,1764.5100000000002,1764.5100000000002 +867,27,DELI,9,Daule,Guayas,D,1,D,3,D,3,463.39089,463.39089,463.39089 +868,27,EGGS,10,Daule,Guayas,D,1,D,3,D,3,388.34000000000015,388.34000000000015,388.34000000000015 +869,27,FROZEN FOODS,11,Daule,Guayas,D,1,D,3,D,3,760.8452600000002,760.8452600000002,760.8452600000002 +870,27,GROCERY I,12,Daule,Guayas,D,1,D,3,D,3,6100.85,6100.85,6100.85 +871,27,GROCERY II,13,Daule,Guayas,D,1,D,3,D,3,56.0,56.0,56.0 +872,27,HARDWARE,14,Daule,Guayas,D,1,D,3,D,3,8.0,8.0,8.0 +873,27,HOME AND KITCHEN I,15,Daule,Guayas,D,1,D,3,D,3,60.17000000000007,60.17000000000007,60.17000000000007 +874,27,HOME AND KITCHEN II,16,Daule,Guayas,D,1,D,3,D,3,69.17000000000007,69.17000000000007,69.17000000000007 +875,27,HOME APPLIANCES,17,Daule,Guayas,D,1,D,3,D,3,3.0,3.0,3.0 +876,27,HOME CARE,18,Daule,Guayas,D,1,D,3,D,3,397.1900000000005,397.1900000000005,397.1900000000005 +877,27,LADIESWEAR,19,Daule,Guayas,D,1,D,3,D,3,30.0,30.0,30.0 +878,27,LAWN AND GARDEN,20,Daule,Guayas,D,1,D,3,D,3,69.0,69.0,69.0 +879,27,LINGERIE,21,Daule,Guayas,D,1,D,3,D,3,20.0,20.0,20.0 +880,27,"LIQUOR,WINE,BEER",22,Daule,Guayas,D,1,D,3,D,3,802.7000000000007,802.7000000000007,802.7000000000007 +881,27,MAGAZINES,23,Daule,Guayas,D,1,D,3,D,3,12.0,12.0,12.0 +882,27,MEATS,24,Daule,Guayas,D,1,D,3,D,3,466.75755,466.75755,466.75755 +883,27,PERSONAL CARE,25,Daule,Guayas,D,1,D,3,D,3,457.1700000000001,457.1700000000001,457.1700000000001 +884,27,PET SUPPLIES,26,Daule,Guayas,D,1,D,3,D,3,21.0,21.0,21.0 +885,27,PLAYERS AND ELECTRONICS,27,Daule,Guayas,D,1,D,3,D,3,24.0,24.0,24.0 +886,27,POULTRY,28,Daule,Guayas,D,1,D,3,D,3,690.23909,690.23909,690.23909 +887,27,PREPARED FOODS,29,Daule,Guayas,D,1,D,3,D,3,164.68290000000007,164.68290000000007,164.68290000000007 +888,27,PRODUCE,30,Daule,Guayas,D,1,D,3,D,3,4344.09151,4344.09151,4344.09151 +889,27,SCHOOL AND OFFICE SUPPLIES,31,Daule,Guayas,D,1,D,3,D,3,7.0,7.0,7.0 +890,27,SEAFOOD,32,Daule,Guayas,D,1,D,3,D,3,53.018430000000016,53.018430000000016,53.018430000000016 +891,28,AUTOMOTIVE,0,Guayaquil,Guayas,E,10,E,4,E,4,21.170000000000076,21.170000000000076,21.170000000000076 +892,28,BABY CARE,1,Guayaquil,Guayas,E,10,E,4,E,4,1.0,1.0,1.0 +893,28,BEAUTY,2,Guayaquil,Guayas,E,10,E,4,E,4,9.0,9.0,9.0 +894,28,BEVERAGES,3,Guayaquil,Guayas,E,10,E,4,E,4,6421.960000000006,6421.960000000006,6421.960000000006 +895,28,BOOKS,4,Guayaquil,Guayas,E,10,E,4,E,4,0.0,0.0,0.0 +896,28,BREAD/BAKERY,5,Guayaquil,Guayas,E,10,E,4,E,4,1256.0,1256.0,1256.0 +897,28,CELEBRATION,6,Guayaquil,Guayas,E,10,E,4,E,4,31.0,31.0,31.0 +898,28,CLEANING,7,Guayaquil,Guayas,E,10,E,4,E,4,2315.2700000000023,2315.2700000000023,2315.2700000000023 +899,28,DAIRY,8,Guayaquil,Guayas,E,10,E,4,E,4,1731.8500000000004,1731.8500000000004,1731.8500000000004 +900,28,DELI,9,Guayaquil,Guayas,E,10,E,4,E,4,740.2940800000003,740.2940800000003,740.2940800000003 +901,28,EGGS,10,Guayaquil,Guayas,E,10,E,4,E,4,644.6800000000003,644.6800000000003,644.6800000000003 +902,28,FROZEN FOODS,11,Guayaquil,Guayas,E,10,E,4,E,4,925.5650200000018,925.5650200000018,925.5650200000018 +903,28,GROCERY I,12,Guayaquil,Guayas,E,10,E,4,E,4,8368.071500000002,8368.071500000002,8368.071500000002 +904,28,GROCERY II,13,Guayaquil,Guayas,E,10,E,4,E,4,28.0,28.0,28.0 +905,28,HARDWARE,14,Guayaquil,Guayas,E,10,E,4,E,4,7.0,7.0,7.0 +906,28,HOME AND KITCHEN I,15,Guayaquil,Guayas,E,10,E,4,E,4,85.17000000000007,85.17000000000007,85.17000000000007 +907,28,HOME AND KITCHEN II,16,Guayaquil,Guayas,E,10,E,4,E,4,43.0,43.0,43.0 +908,28,HOME APPLIANCES,17,Guayaquil,Guayas,E,10,E,4,E,4,4.0,4.0,4.0 +909,28,HOME CARE,18,Guayaquil,Guayas,E,10,E,4,E,4,561.3400000000001,561.3400000000001,561.3400000000001 +910,28,LADIESWEAR,19,Guayaquil,Guayas,E,10,E,4,E,4,0.0,0.0,0.0 +911,28,LAWN AND GARDEN,20,Guayaquil,Guayas,E,10,E,4,E,4,15.0,15.0,15.0 +912,28,LINGERIE,21,Guayaquil,Guayas,E,10,E,4,E,4,28.0,28.0,28.0 +913,28,"LIQUOR,WINE,BEER",22,Guayaquil,Guayas,E,10,E,4,E,4,806.8500000000004,806.8500000000004,806.8500000000004 +914,28,MAGAZINES,23,Guayaquil,Guayas,E,10,E,4,E,4,6.0,6.0,6.0 +915,28,MEATS,24,Guayaquil,Guayas,E,10,E,4,E,4,406.9944100000002,406.9944100000002,406.9944100000002 +916,28,PERSONAL CARE,25,Guayaquil,Guayas,E,10,E,4,E,4,799.210000000001,799.210000000001,799.210000000001 +917,28,PET SUPPLIES,26,Guayaquil,Guayas,E,10,E,4,E,4,13.0,13.0,13.0 +918,28,PLAYERS AND ELECTRONICS,27,Guayaquil,Guayas,E,10,E,4,E,4,17.0,17.0,17.0 +919,28,POULTRY,28,Guayaquil,Guayas,E,10,E,4,E,4,519.25535,519.25535,519.25535 +920,28,PREPARED FOODS,29,Guayaquil,Guayas,E,10,E,4,E,4,135.79723,135.79723,135.79723 +921,28,PRODUCE,30,Guayaquil,Guayas,E,10,E,4,E,4,3223.374850000002,3223.374850000002,3223.374850000002 +922,28,SCHOOL AND OFFICE SUPPLIES,31,Guayaquil,Guayas,E,10,E,4,E,4,71.17000000000007,71.17000000000007,71.17000000000007 +923,28,SEAFOOD,32,Guayaquil,Guayas,E,10,E,4,E,4,22.0,22.0,22.0 +924,29,AUTOMOTIVE,0,Guayaquil,Guayas,E,10,E,4,E,4,16.0,16.0,16.0 +925,29,BABY CARE,1,Guayaquil,Guayas,E,10,E,4,E,4,3.0,3.0,3.0 +926,29,BEAUTY,2,Guayaquil,Guayas,E,10,E,4,E,4,9.0,9.0,9.0 +927,29,BEVERAGES,3,Guayaquil,Guayas,E,10,E,4,E,4,5024.040000000001,5024.040000000001,5024.040000000001 +928,29,BOOKS,4,Guayaquil,Guayas,E,10,E,4,E,4,0.0,0.0,0.0 +929,29,BREAD/BAKERY,5,Guayaquil,Guayas,E,10,E,4,E,4,1123.380000000001,1123.380000000001,1123.380000000001 +930,29,CELEBRATION,6,Guayaquil,Guayas,E,10,E,4,E,4,26.0,26.0,26.0 +931,29,CLEANING,7,Guayaquil,Guayas,E,10,E,4,E,4,1726.6800000000003,1726.6800000000003,1726.6800000000003 +932,29,DAIRY,8,Guayaquil,Guayas,E,10,E,4,E,4,1381.5100000000002,1381.5100000000002,1381.5100000000002 +933,29,DELI,9,Guayaquil,Guayas,E,10,E,4,E,4,490.7367600000003,490.7367600000003,490.7367600000003 +934,29,EGGS,10,Guayaquil,Guayas,E,10,E,4,E,4,473.34000000000015,473.34000000000015,473.34000000000015 +935,29,FROZEN FOODS,11,Guayaquil,Guayas,E,10,E,4,E,4,533.070790000001,533.070790000001,533.070790000001 +936,29,GROCERY I,12,Guayaquil,Guayas,E,10,E,4,E,4,6595.812010000003,6595.812010000003,6595.812010000003 +937,29,GROCERY II,13,Guayaquil,Guayas,E,10,E,4,E,4,31.170000000000076,31.170000000000076,31.170000000000076 +938,29,HARDWARE,14,Guayaquil,Guayas,E,10,E,4,E,4,5.0,5.0,5.0 +939,29,HOME AND KITCHEN I,15,Guayaquil,Guayas,E,10,E,4,E,4,62.17000000000007,62.17000000000007,62.17000000000007 +940,29,HOME AND KITCHEN II,16,Guayaquil,Guayas,E,10,E,4,E,4,48.17000000000007,48.17000000000007,48.17000000000007 +941,29,HOME APPLIANCES,17,Guayaquil,Guayas,E,10,E,4,E,4,2.0,2.0,2.0 +942,29,HOME CARE,18,Guayaquil,Guayas,E,10,E,4,E,4,490.8500000000004,490.8500000000004,490.8500000000004 +943,29,LADIESWEAR,19,Guayaquil,Guayas,E,10,E,4,E,4,0.0,0.0,0.0 +944,29,LAWN AND GARDEN,20,Guayaquil,Guayas,E,10,E,4,E,4,12.0,12.0,12.0 +945,29,LINGERIE,21,Guayaquil,Guayas,E,10,E,4,E,4,15.0,15.0,15.0 +946,29,"LIQUOR,WINE,BEER",22,Guayaquil,Guayas,E,10,E,4,E,4,503.6800000000003,503.6800000000003,503.6800000000003 +947,29,MAGAZINES,23,Guayaquil,Guayas,E,10,E,4,E,4,6.0,6.0,6.0 +948,29,MEATS,24,Guayaquil,Guayas,E,10,E,4,E,4,210.20683000000008,210.20683000000008,210.20683000000008 +949,29,PERSONAL CARE,25,Guayaquil,Guayas,E,10,E,4,E,4,623.8500000000004,623.8500000000004,623.8500000000004 +950,29,PET SUPPLIES,26,Guayaquil,Guayas,E,10,E,4,E,4,12.0,12.0,12.0 +951,29,PLAYERS AND ELECTRONICS,27,Guayaquil,Guayas,E,10,E,4,E,4,15.0,15.0,15.0 +952,29,POULTRY,28,Guayaquil,Guayas,E,10,E,4,E,4,340.94447660000014,340.94447660000014,340.94447660000014 +953,29,PREPARED FOODS,29,Guayaquil,Guayas,E,10,E,4,E,4,113.34019,113.34019,113.34019 +954,29,PRODUCE,30,Guayaquil,Guayas,E,10,E,4,E,4,2696.484240000001,2696.484240000001,2696.484240000001 +955,29,SCHOOL AND OFFICE SUPPLIES,31,Guayaquil,Guayas,E,10,E,4,E,4,36.17000000000007,36.17000000000007,36.17000000000007 +956,29,SEAFOOD,32,Guayaquil,Guayas,E,10,E,4,E,4,20.0,20.0,20.0 +957,30,AUTOMOTIVE,0,Guayaquil,Guayas,C,3,C,2,C,2,10.0,10.0,10.0 +958,30,BABY CARE,1,Guayaquil,Guayas,C,3,C,2,C,2,2.0,2.0,2.0 +959,30,BEAUTY,2,Guayaquil,Guayas,C,3,C,2,C,2,4.0,4.0,4.0 +960,30,BEVERAGES,3,Guayaquil,Guayas,C,3,C,2,C,2,2089.630000000003,2089.630000000003,2089.630000000003 +961,30,BOOKS,4,Guayaquil,Guayas,C,3,C,2,C,2,0.0,0.0,0.0 +962,30,BREAD/BAKERY,5,Guayaquil,Guayas,C,3,C,2,C,2,280.8500000000004,280.8500000000004,280.8500000000004 +963,30,CELEBRATION,6,Guayaquil,Guayas,C,3,C,2,C,2,12.0,12.0,12.0 +964,30,CLEANING,7,Guayaquil,Guayas,C,3,C,2,C,2,1311.1400000000103,1311.1400000000103,1311.1400000000103 +965,30,DAIRY,8,Guayaquil,Guayas,C,3,C,2,C,2,426.1700000000001,426.1700000000001,426.1700000000001 +966,30,DELI,9,Guayaquil,Guayas,C,3,C,2,C,2,197.17000000000007,197.17000000000007,197.17000000000007 +967,30,EGGS,10,Guayaquil,Guayas,C,3,C,2,C,2,310.34000000000015,310.34000000000015,310.34000000000015 +968,30,FROZEN FOODS,11,Guayaquil,Guayas,C,3,C,2,C,2,444.6975500000023,444.6975500000023,444.6975500000023 +969,30,GROCERY I,12,Guayaquil,Guayas,C,3,C,2,C,2,3643.2300000000014,3643.2300000000014,3643.2300000000014 +970,30,GROCERY II,13,Guayaquil,Guayas,C,3,C,2,C,2,14.0,14.0,14.0 +971,30,HARDWARE,14,Guayaquil,Guayas,C,3,C,2,C,2,6.0,6.0,6.0 +972,30,HOME AND KITCHEN I,15,Guayaquil,Guayas,C,3,C,2,C,2,41.0,41.0,41.0 +973,30,HOME AND KITCHEN II,16,Guayaquil,Guayas,C,3,C,2,C,2,18.0,18.0,18.0 +974,30,HOME APPLIANCES,17,Guayaquil,Guayas,C,3,C,2,C,2,2.0,2.0,2.0 +975,30,HOME CARE,18,Guayaquil,Guayas,C,3,C,2,C,2,228.6800000000003,228.6800000000003,228.6800000000003 +976,30,LADIESWEAR,19,Guayaquil,Guayas,C,3,C,2,C,2,5.0,5.0,5.0 +977,30,LAWN AND GARDEN,20,Guayaquil,Guayas,C,3,C,2,C,2,0.0,0.0,0.0 +978,30,LINGERIE,21,Guayaquil,Guayas,C,3,C,2,C,2,17.0,17.0,17.0 +979,30,"LIQUOR,WINE,BEER",22,Guayaquil,Guayas,C,3,C,2,C,2,338.1700000000001,338.1700000000001,338.1700000000001 +980,30,MAGAZINES,23,Guayaquil,Guayas,C,3,C,2,C,2,3.0,3.0,3.0 +981,30,MEATS,24,Guayaquil,Guayas,C,3,C,2,C,2,162.14569,162.14569,162.14569 +982,30,PERSONAL CARE,25,Guayaquil,Guayas,C,3,C,2,C,2,358.5100000000002,358.5100000000002,358.5100000000002 +983,30,PET SUPPLIES,26,Guayaquil,Guayas,C,3,C,2,C,2,6.0,6.0,6.0 +984,30,PLAYERS AND ELECTRONICS,27,Guayaquil,Guayas,C,3,C,2,C,2,12.0,12.0,12.0 +985,30,POULTRY,28,Guayaquil,Guayas,C,3,C,2,C,2,175.03567000000007,175.03567000000007,175.03567000000007 +986,30,PREPARED FOODS,29,Guayaquil,Guayas,C,3,C,2,C,2,46.0,46.0,46.0 +987,30,PRODUCE,30,Guayaquil,Guayas,C,3,C,2,C,2,1303.0320500000005,1303.0320500000005,1303.0320500000005 +988,30,SCHOOL AND OFFICE SUPPLIES,31,Guayaquil,Guayas,C,3,C,2,C,2,23.170000000000076,23.170000000000076,23.170000000000076 +989,30,SEAFOOD,32,Guayaquil,Guayas,C,3,C,2,C,2,14.0,14.0,14.0 +990,31,AUTOMOTIVE,0,Babahoyo,Los Rios,B,10,B,1,B,1,22.0,22.0,22.0 +991,31,BABY CARE,1,Babahoyo,Los Rios,B,10,B,1,B,1,7.0,7.0,7.0 +992,31,BEAUTY,2,Babahoyo,Los Rios,B,10,B,1,B,1,10.0,10.0,10.0 +993,31,BEVERAGES,3,Babahoyo,Los Rios,B,10,B,1,B,1,4816.02,4816.02,4816.02 +994,31,BOOKS,4,Babahoyo,Los Rios,B,10,B,1,B,1,0.0,0.0,0.0 +995,31,BREAD/BAKERY,5,Babahoyo,Los Rios,B,10,B,1,B,1,838.0200000000004,838.0200000000004,838.0200000000004 +996,31,CELEBRATION,6,Babahoyo,Los Rios,B,10,B,1,B,1,24.0,24.0,24.0 +997,31,CLEANING,7,Babahoyo,Los Rios,B,10,B,1,B,1,2610.210000000001,2610.210000000001,2610.210000000001 +998,31,DAIRY,8,Babahoyo,Los Rios,B,10,B,1,B,1,1291.4000000000017,1291.4000000000017,1291.4000000000017 +999,31,DELI,9,Babahoyo,Los Rios,B,10,B,1,B,1,476.9700600000001,476.9700600000001,476.9700600000001 +1000,31,EGGS,10,Babahoyo,Los Rios,B,10,B,1,B,1,586.5100000000002,586.5100000000002,586.5100000000002 +1001,31,FROZEN FOODS,11,Babahoyo,Los Rios,B,10,B,1,B,1,1275.3909270000008,1275.3909270000008,1275.3909270000008 +1002,31,GROCERY I,12,Babahoyo,Los Rios,B,10,B,1,B,1,8258.090460000001,8258.090460000001,8258.090460000001 +1003,31,GROCERY II,13,Babahoyo,Los Rios,B,10,B,1,B,1,37.0,37.0,37.0 +1004,31,HARDWARE,14,Babahoyo,Los Rios,B,10,B,1,B,1,4.170000000000073,4.170000000000073,4.170000000000073 +1005,31,HOME AND KITCHEN I,15,Babahoyo,Los Rios,B,10,B,1,B,1,65.51000000000022,65.51000000000022,65.51000000000022 +1006,31,HOME AND KITCHEN II,16,Babahoyo,Los Rios,B,10,B,1,B,1,50.17000000000007,50.17000000000007,50.17000000000007 +1007,31,HOME APPLIANCES,17,Babahoyo,Los Rios,B,10,B,1,B,1,3.0,3.0,3.0 +1008,31,HOME CARE,18,Babahoyo,Los Rios,B,10,B,1,B,1,569.0,569.0,569.0 +1009,31,LADIESWEAR,19,Babahoyo,Los Rios,B,10,B,1,B,1,10.0,10.0,10.0 +1010,31,LAWN AND GARDEN,20,Babahoyo,Los Rios,B,10,B,1,B,1,9.0,9.0,9.0 +1011,31,LINGERIE,21,Babahoyo,Los Rios,B,10,B,1,B,1,39.0,39.0,39.0 +1012,31,"LIQUOR,WINE,BEER",22,Babahoyo,Los Rios,B,10,B,1,B,1,195.8500000000004,195.8500000000004,195.8500000000004 +1013,31,MAGAZINES,23,Babahoyo,Los Rios,B,10,B,1,B,1,5.0,5.0,5.0 +1014,31,MEATS,24,Babahoyo,Los Rios,B,10,B,1,B,1,660.7393200000002,660.7393200000002,660.7393200000002 +1015,31,PERSONAL CARE,25,Babahoyo,Los Rios,B,10,B,1,B,1,717.0200000000004,717.0200000000004,717.0200000000004 +1016,31,PET SUPPLIES,26,Babahoyo,Los Rios,B,10,B,1,B,1,9.0,9.0,9.0 +1017,31,PLAYERS AND ELECTRONICS,27,Babahoyo,Los Rios,B,10,B,1,B,1,20.170000000000076,20.170000000000076,20.170000000000076 +1018,31,POULTRY,28,Babahoyo,Los Rios,B,10,B,1,B,1,368.7723200000005,368.7723200000005,368.7723200000005 +1019,31,PREPARED FOODS,29,Babahoyo,Los Rios,B,10,B,1,B,1,139.0031700000001,139.0031700000001,139.0031700000001 +1020,31,PRODUCE,30,Babahoyo,Los Rios,B,10,B,1,B,1,2847.439620000001,2847.439620000001,2847.439620000001 +1021,31,SCHOOL AND OFFICE SUPPLIES,31,Babahoyo,Los Rios,B,10,B,1,B,1,59.17000000000007,59.17000000000007,59.17000000000007 +1022,31,SEAFOOD,32,Babahoyo,Los Rios,B,10,B,1,B,1,20.0,20.0,20.0 +1023,32,AUTOMOTIVE,0,Guayaquil,Guayas,C,3,C,2,C,2,8.0,8.0,8.0 +1024,32,BABY CARE,1,Guayaquil,Guayas,C,3,C,2,C,2,1.0,1.0,1.0 +1025,32,BEAUTY,2,Guayaquil,Guayas,C,3,C,2,C,2,2.0,2.0,2.0 +1026,32,BEVERAGES,3,Guayaquil,Guayas,C,3,C,2,C,2,2132.3600000000006,2132.3600000000006,2132.3600000000006 +1027,32,BOOKS,4,Guayaquil,Guayas,C,3,C,2,C,2,0.0,0.0,0.0 +1028,32,BREAD/BAKERY,5,Guayaquil,Guayas,C,3,C,2,C,2,213.0,213.0,213.0 +1029,32,CELEBRATION,6,Guayaquil,Guayas,C,3,C,2,C,2,12.0,12.0,12.0 +1030,32,CLEANING,7,Guayaquil,Guayas,C,3,C,2,C,2,1416.3600000000006,1416.3600000000006,1416.3600000000006 +1031,32,DAIRY,8,Guayaquil,Guayas,C,3,C,2,C,2,315.1700000000001,315.1700000000001,315.1700000000001 +1032,32,DELI,9,Guayaquil,Guayas,C,3,C,2,C,2,210.34000000000012,210.34000000000012,210.34000000000012 +1033,32,EGGS,10,Guayaquil,Guayas,C,3,C,2,C,2,547.0,547.0,547.0 +1034,32,FROZEN FOODS,11,Guayaquil,Guayas,C,3,C,2,C,2,289.14247000000137,289.14247000000137,289.14247000000137 +1035,32,GROCERY I,12,Guayaquil,Guayas,C,3,C,2,C,2,3274.980000000007,3274.980000000007,3274.980000000007 +1036,32,GROCERY II,13,Guayaquil,Guayas,C,3,C,2,C,2,9.0,9.0,9.0 +1037,32,HARDWARE,14,Guayaquil,Guayas,C,3,C,2,C,2,3.0,3.0,3.0 +1038,32,HOME AND KITCHEN I,15,Guayaquil,Guayas,C,3,C,2,C,2,40.0,40.0,40.0 +1039,32,HOME AND KITCHEN II,16,Guayaquil,Guayas,C,3,C,2,C,2,12.0,12.0,12.0 +1040,32,HOME APPLIANCES,17,Guayaquil,Guayas,C,3,C,2,C,2,2.0,2.0,2.0 +1041,32,HOME CARE,18,Guayaquil,Guayas,C,3,C,2,C,2,174.34000000000017,174.34000000000017,174.34000000000017 +1042,32,LADIESWEAR,19,Guayaquil,Guayas,C,3,C,2,C,2,0.0,0.0,0.0 +1043,32,LAWN AND GARDEN,20,Guayaquil,Guayas,C,3,C,2,C,2,0.0,0.0,0.0 +1044,32,LINGERIE,21,Guayaquil,Guayas,C,3,C,2,C,2,11.0,11.0,11.0 +1045,32,"LIQUOR,WINE,BEER",22,Guayaquil,Guayas,C,3,C,2,C,2,669.3600000000006,669.3600000000006,669.3600000000006 +1046,32,MAGAZINES,23,Guayaquil,Guayas,C,3,C,2,C,2,1.1700000000000728,1.1700000000000728,1.1700000000000728 +1047,32,MEATS,24,Guayaquil,Guayas,C,3,C,2,C,2,119.24746000000005,119.24746000000005,119.24746000000005 +1048,32,PERSONAL CARE,25,Guayaquil,Guayas,C,3,C,2,C,2,239.53000000000063,239.53000000000063,239.53000000000063 +1049,32,PET SUPPLIES,26,Guayaquil,Guayas,C,3,C,2,C,2,2.0,2.0,2.0 +1050,32,PLAYERS AND ELECTRONICS,27,Guayaquil,Guayas,C,3,C,2,C,2,5.0,5.0,5.0 +1051,32,POULTRY,28,Guayaquil,Guayas,C,3,C,2,C,2,140.09291000000007,140.09291000000007,140.09291000000007 +1052,32,PREPARED FOODS,29,Guayaquil,Guayas,C,3,C,2,C,2,25.170000000000076,25.170000000000076,25.170000000000076 +1053,32,PRODUCE,30,Guayaquil,Guayas,C,3,C,2,C,2,414.41878000000014,414.41878000000014,414.41878000000014 +1054,32,SCHOOL AND OFFICE SUPPLIES,31,Guayaquil,Guayas,C,3,C,2,C,2,23.340000000000146,23.340000000000146,23.340000000000146 +1055,32,SEAFOOD,32,Guayaquil,Guayas,C,3,C,2,C,2,8.0,8.0,8.0 +1056,33,AUTOMOTIVE,0,Quevedo,Los Rios,C,3,C,2,C,2,23.0,23.0,23.0 +1057,33,BABY CARE,1,Quevedo,Los Rios,C,3,C,2,C,2,3.0,3.0,3.0 +1058,33,BEAUTY,2,Quevedo,Los Rios,C,3,C,2,C,2,6.0,6.0,6.0 +1059,33,BEVERAGES,3,Quevedo,Los Rios,C,3,C,2,C,2,3227.7400000000016,3227.7400000000016,3227.7400000000016 +1060,33,BOOKS,4,Quevedo,Los Rios,C,3,C,2,C,2,0.0,0.0,0.0 +1061,33,BREAD/BAKERY,5,Quevedo,Los Rios,C,3,C,2,C,2,527.5100000000002,527.5100000000002,527.5100000000002 +1062,33,CELEBRATION,6,Quevedo,Los Rios,C,3,C,2,C,2,41.0,41.0,41.0 +1063,33,CLEANING,7,Quevedo,Los Rios,C,3,C,2,C,2,1933.8500000000004,1933.8500000000004,1933.8500000000004 +1064,33,DAIRY,8,Quevedo,Los Rios,C,3,C,2,C,2,749.3400000000001,749.3400000000001,749.3400000000001 +1065,33,DELI,9,Quevedo,Los Rios,C,3,C,2,C,2,362.1700000000001,362.1700000000001,362.1700000000001 +1066,33,EGGS,10,Quevedo,Los Rios,C,3,C,2,C,2,441.1900000000005,441.1900000000005,441.1900000000005 +1067,33,FROZEN FOODS,11,Quevedo,Los Rios,C,3,C,2,C,2,800.9003900000034,800.9003900000034,800.9003900000034 +1068,33,GROCERY I,12,Quevedo,Los Rios,C,3,C,2,C,2,6007.987750000008,6007.987750000008,6007.987750000008 +1069,33,GROCERY II,13,Quevedo,Los Rios,C,3,C,2,C,2,14.0,14.0,14.0 +1070,33,HARDWARE,14,Quevedo,Los Rios,C,3,C,2,C,2,5.0,5.0,5.0 +1071,33,HOME AND KITCHEN I,15,Quevedo,Los Rios,C,3,C,2,C,2,124.17000000000009,124.17000000000009,124.17000000000009 +1072,33,HOME AND KITCHEN II,16,Quevedo,Los Rios,C,3,C,2,C,2,49.17000000000007,49.17000000000007,49.17000000000007 +1073,33,HOME APPLIANCES,17,Quevedo,Los Rios,C,3,C,2,C,2,2.0,2.0,2.0 +1074,33,HOME CARE,18,Quevedo,Los Rios,C,3,C,2,C,2,440.0200000000005,440.0200000000005,440.0200000000005 +1075,33,LADIESWEAR,19,Quevedo,Los Rios,C,3,C,2,C,2,0.0,0.0,0.0 +1076,33,LAWN AND GARDEN,20,Quevedo,Los Rios,C,3,C,2,C,2,0.0,0.0,0.0 +1077,33,LINGERIE,21,Quevedo,Los Rios,C,3,C,2,C,2,37.17000000000007,37.17000000000007,37.17000000000007 +1078,33,"LIQUOR,WINE,BEER",22,Quevedo,Los Rios,C,3,C,2,C,2,397.1700000000001,397.1700000000001,397.1700000000001 +1079,33,MAGAZINES,23,Quevedo,Los Rios,C,3,C,2,C,2,6.0,6.0,6.0 +1080,33,MEATS,24,Quevedo,Los Rios,C,3,C,2,C,2,475.7645266000003,475.7645266000003,475.7645266000003 +1081,33,PERSONAL CARE,25,Quevedo,Los Rios,C,3,C,2,C,2,489.0200000000005,489.0200000000005,489.0200000000005 +1082,33,PET SUPPLIES,26,Quevedo,Los Rios,C,3,C,2,C,2,6.0,6.0,6.0 +1083,33,PLAYERS AND ELECTRONICS,27,Quevedo,Los Rios,C,3,C,2,C,2,15.170000000000073,15.170000000000073,15.170000000000073 +1084,33,POULTRY,28,Quevedo,Los Rios,C,3,C,2,C,2,427.6425166000002,427.6425166000002,427.6425166000002 +1085,33,PREPARED FOODS,29,Quevedo,Los Rios,C,3,C,2,C,2,71.0,71.0,71.0 +1086,33,PRODUCE,30,Quevedo,Los Rios,C,3,C,2,C,2,2386.7283700000016,2386.7283700000016,2386.7283700000016 +1087,33,SCHOOL AND OFFICE SUPPLIES,31,Quevedo,Los Rios,C,3,C,2,C,2,30.0,30.0,30.0 +1088,33,SEAFOOD,32,Quevedo,Los Rios,C,3,C,2,C,2,9.0,9.0,9.0 +1089,34,AUTOMOTIVE,0,Guayaquil,Guayas,B,6,B,1,B,1,12.170000000000073,12.170000000000073,12.170000000000073 +1090,34,BABY CARE,1,Guayaquil,Guayas,B,6,B,1,B,1,3.0,3.0,3.0 +1091,34,BEAUTY,2,Guayaquil,Guayas,B,6,B,1,B,1,10.0,10.0,10.0 +1092,34,BEVERAGES,3,Guayaquil,Guayas,B,6,B,1,B,1,4965.17,4965.17,4965.17 +1093,34,BOOKS,4,Guayaquil,Guayas,B,6,B,1,B,1,0.0,0.0,0.0 +1094,34,BREAD/BAKERY,5,Guayaquil,Guayas,B,6,B,1,B,1,1083.5300000000009,1083.5300000000009,1083.5300000000009 +1095,34,CELEBRATION,6,Guayaquil,Guayas,B,6,B,1,B,1,35.17000000000007,35.17000000000007,35.17000000000007 +1096,34,CLEANING,7,Guayaquil,Guayas,B,6,B,1,B,1,1488.7000000000007,1488.7000000000007,1488.7000000000007 +1097,34,DAIRY,8,Guayaquil,Guayas,B,6,B,1,B,1,1085.0200000000004,1085.0200000000004,1085.0200000000004 +1098,34,DELI,9,Guayaquil,Guayas,B,6,B,1,B,1,379.3483800000001,379.3483800000001,379.3483800000001 +1099,34,EGGS,10,Guayaquil,Guayas,B,6,B,1,B,1,335.1700000000001,335.1700000000001,335.1700000000001 +1100,34,FROZEN FOODS,11,Guayaquil,Guayas,B,6,B,1,B,1,1016.0832500000053,1016.0832500000053,1016.0832500000053 +1101,34,GROCERY I,12,Guayaquil,Guayas,B,6,B,1,B,1,6431.815790000003,6431.815790000003,6431.815790000003 +1102,34,GROCERY II,13,Guayaquil,Guayas,B,6,B,1,B,1,29.0,29.0,29.0 +1103,34,HARDWARE,14,Guayaquil,Guayas,B,6,B,1,B,1,8.170000000000073,8.170000000000073,8.170000000000073 +1104,34,HOME AND KITCHEN I,15,Guayaquil,Guayas,B,6,B,1,B,1,137.34000000000017,137.34000000000017,137.34000000000017 +1105,34,HOME AND KITCHEN II,16,Guayaquil,Guayas,B,6,B,1,B,1,69.17000000000007,69.17000000000007,69.17000000000007 +1106,34,HOME APPLIANCES,17,Guayaquil,Guayas,B,6,B,1,B,1,4.0,4.0,4.0 +1107,34,HOME CARE,18,Guayaquil,Guayas,B,6,B,1,B,1,390.5100000000002,390.5100000000002,390.5100000000002 +1108,34,LADIESWEAR,19,Guayaquil,Guayas,B,6,B,1,B,1,17.0,17.0,17.0 +1109,34,LAWN AND GARDEN,20,Guayaquil,Guayas,B,6,B,1,B,1,18.0,18.0,18.0 +1110,34,LINGERIE,21,Guayaquil,Guayas,B,6,B,1,B,1,36.51000000000022,36.51000000000022,36.51000000000022 +1111,34,"LIQUOR,WINE,BEER",22,Guayaquil,Guayas,B,6,B,1,B,1,311.5100000000002,311.5100000000002,311.5100000000002 +1112,34,MAGAZINES,23,Guayaquil,Guayas,B,6,B,1,B,1,7.0,7.0,7.0 +1113,34,MEATS,24,Guayaquil,Guayas,B,6,B,1,B,1,300.7634800000001,300.7634800000001,300.7634800000001 +1114,34,PERSONAL CARE,25,Guayaquil,Guayas,B,6,B,1,B,1,606.1700000000001,606.1700000000001,606.1700000000001 +1115,34,PET SUPPLIES,26,Guayaquil,Guayas,B,6,B,1,B,1,8.170000000000073,8.170000000000073,8.170000000000073 +1116,34,PLAYERS AND ELECTRONICS,27,Guayaquil,Guayas,B,6,B,1,B,1,16.0,16.0,16.0 +1117,34,POULTRY,28,Guayaquil,Guayas,B,6,B,1,B,1,295.76474000000013,295.76474000000013,295.76474000000013 +1118,34,PREPARED FOODS,29,Guayaquil,Guayas,B,6,B,1,B,1,65.0,65.0,65.0 +1119,34,PRODUCE,30,Guayaquil,Guayas,B,6,B,1,B,1,1462.9544900000003,1462.9544900000003,1462.9544900000003 +1120,34,SCHOOL AND OFFICE SUPPLIES,31,Guayaquil,Guayas,B,6,B,1,B,1,90.68000000000028,90.68000000000028,90.68000000000028 +1121,34,SEAFOOD,32,Guayaquil,Guayas,B,6,B,1,B,1,14.0,14.0,14.0 +1122,35,AUTOMOTIVE,0,Playas,Guayas,C,3,C,2,C,2,14.0,14.0,14.0 +1123,35,BABY CARE,1,Playas,Guayas,C,3,C,2,C,2,2.0,2.0,2.0 +1124,35,BEAUTY,2,Playas,Guayas,C,3,C,2,C,2,2.0,2.0,2.0 +1125,35,BEVERAGES,3,Playas,Guayas,C,3,C,2,C,2,2862.420000000002,2862.420000000002,2862.420000000002 +1126,35,BOOKS,4,Playas,Guayas,C,3,C,2,C,2,0.0,0.0,0.0 +1127,35,BREAD/BAKERY,5,Playas,Guayas,C,3,C,2,C,2,213.34000000000012,213.34000000000012,213.34000000000012 +1128,35,CELEBRATION,6,Playas,Guayas,C,3,C,2,C,2,10.0,10.0,10.0 +1129,35,CLEANING,7,Playas,Guayas,C,3,C,2,C,2,895.6800000000003,895.6800000000003,895.6800000000003 +1130,35,DAIRY,8,Playas,Guayas,C,3,C,2,C,2,338.0,338.0,338.0 +1131,35,DELI,9,Playas,Guayas,C,3,C,2,C,2,171.17000000000007,171.17000000000007,171.17000000000007 +1132,35,EGGS,10,Playas,Guayas,C,3,C,2,C,2,871.5500000000011,871.5500000000011,871.5500000000011 +1133,35,FROZEN FOODS,11,Playas,Guayas,C,3,C,2,C,2,298.71082000000115,298.71082000000115,298.71082000000115 +1134,35,GROCERY I,12,Playas,Guayas,C,3,C,2,C,2,3148.543290000001,3148.543290000001,3148.543290000001 +1135,35,GROCERY II,13,Playas,Guayas,C,3,C,2,C,2,15.0,15.0,15.0 +1136,35,HARDWARE,14,Playas,Guayas,C,3,C,2,C,2,5.170000000000073,5.170000000000073,5.170000000000073 +1137,35,HOME AND KITCHEN I,15,Playas,Guayas,C,3,C,2,C,2,52.51000000000022,52.51000000000022,52.51000000000022 +1138,35,HOME AND KITCHEN II,16,Playas,Guayas,C,3,C,2,C,2,29.0,29.0,29.0 +1139,35,HOME APPLIANCES,17,Playas,Guayas,C,3,C,2,C,2,2.0,2.0,2.0 +1140,35,HOME CARE,18,Playas,Guayas,C,3,C,2,C,2,192.6800000000003,192.6800000000003,192.6800000000003 +1141,35,LADIESWEAR,19,Playas,Guayas,C,3,C,2,C,2,0.0,0.0,0.0 +1142,35,LAWN AND GARDEN,20,Playas,Guayas,C,3,C,2,C,2,0.0,0.0,0.0 +1143,35,LINGERIE,21,Playas,Guayas,C,3,C,2,C,2,12.0,12.0,12.0 +1144,35,"LIQUOR,WINE,BEER",22,Playas,Guayas,C,3,C,2,C,2,422.1700000000001,422.1700000000001,422.1700000000001 +1145,35,MAGAZINES,23,Playas,Guayas,C,3,C,2,C,2,3.0,3.0,3.0 +1146,35,MEATS,24,Playas,Guayas,C,3,C,2,C,2,335.10660000000047,335.10660000000047,335.10660000000047 +1147,35,PERSONAL CARE,25,Playas,Guayas,C,3,C,2,C,2,188.17000000000007,188.17000000000007,188.17000000000007 +1148,35,PET SUPPLIES,26,Playas,Guayas,C,3,C,2,C,2,3.1700000000000728,3.1700000000000728,3.1700000000000728 +1149,35,PLAYERS AND ELECTRONICS,27,Playas,Guayas,C,3,C,2,C,2,6.0,6.0,6.0 +1150,35,POULTRY,28,Playas,Guayas,C,3,C,2,C,2,144.3483200000001,144.3483200000001,144.3483200000001 +1151,35,PREPARED FOODS,29,Playas,Guayas,C,3,C,2,C,2,42.0,42.0,42.0 +1152,35,PRODUCE,30,Playas,Guayas,C,3,C,2,C,2,782.7135100000004,782.7135100000004,782.7135100000004 +1153,35,SCHOOL AND OFFICE SUPPLIES,31,Playas,Guayas,C,3,C,2,C,2,22.170000000000076,22.170000000000076,22.170000000000076 +1154,35,SEAFOOD,32,Playas,Guayas,C,3,C,2,C,2,6.0,6.0,6.0 +1155,36,AUTOMOTIVE,0,Libertad,Guayas,E,10,E,4,E,4,14.0,14.0,14.0 +1156,36,BABY CARE,1,Libertad,Guayas,E,10,E,4,E,4,1.0,1.0,1.0 +1157,36,BEAUTY,2,Libertad,Guayas,E,10,E,4,E,4,7.0,7.0,7.0 +1158,36,BEVERAGES,3,Libertad,Guayas,E,10,E,4,E,4,4754.080000000002,4754.080000000002,4754.080000000002 +1159,36,BOOKS,4,Libertad,Guayas,E,10,E,4,E,4,0.0,0.0,0.0 +1160,36,BREAD/BAKERY,5,Libertad,Guayas,E,10,E,4,E,4,853.6800000000003,853.6800000000003,853.6800000000003 +1161,36,CELEBRATION,6,Libertad,Guayas,E,10,E,4,E,4,26.0,26.0,26.0 +1162,36,CLEANING,7,Libertad,Guayas,E,10,E,4,E,4,1691.6300000000028,1691.6300000000028,1691.6300000000028 +1163,36,DAIRY,8,Libertad,Guayas,E,10,E,4,E,4,1055.6800000000003,1055.6800000000003,1055.6800000000003 +1164,36,DELI,9,Libertad,Guayas,E,10,E,4,E,4,425.84544000000005,425.84544000000005,425.84544000000005 +1165,36,EGGS,10,Libertad,Guayas,E,10,E,4,E,4,301.5100000000002,301.5100000000002,301.5100000000002 +1166,36,FROZEN FOODS,11,Libertad,Guayas,E,10,E,4,E,4,734.4982300000007,734.4982300000007,734.4982300000007 +1167,36,GROCERY I,12,Libertad,Guayas,E,10,E,4,E,4,6675.863110000008,6675.863110000008,6675.863110000008 +1168,36,GROCERY II,13,Libertad,Guayas,E,10,E,4,E,4,32.51000000000022,32.51000000000022,32.51000000000022 +1169,36,HARDWARE,14,Libertad,Guayas,E,10,E,4,E,4,4.0,4.0,4.0 +1170,36,HOME AND KITCHEN I,15,Libertad,Guayas,E,10,E,4,E,4,135.0,135.0,135.0 +1171,36,HOME AND KITCHEN II,16,Libertad,Guayas,E,10,E,4,E,4,52.34000000000015,52.34000000000015,52.34000000000015 +1172,36,HOME APPLIANCES,17,Libertad,Guayas,E,10,E,4,E,4,2.0,2.0,2.0 +1173,36,HOME CARE,18,Libertad,Guayas,E,10,E,4,E,4,430.1700000000001,430.1700000000001,430.1700000000001 +1174,36,LADIESWEAR,19,Libertad,Guayas,E,10,E,4,E,4,2.0,2.0,2.0 +1175,36,LAWN AND GARDEN,20,Libertad,Guayas,E,10,E,4,E,4,59.0,59.0,59.0 +1176,36,LINGERIE,21,Libertad,Guayas,E,10,E,4,E,4,14.0,14.0,14.0 +1177,36,"LIQUOR,WINE,BEER",22,Libertad,Guayas,E,10,E,4,E,4,987.8500000000004,987.8500000000004,987.8500000000004 +1178,36,MAGAZINES,23,Libertad,Guayas,E,10,E,4,E,4,5.0,5.0,5.0 +1179,36,MEATS,24,Libertad,Guayas,E,10,E,4,E,4,459.24523000000056,459.24523000000056,459.24523000000056 +1180,36,PERSONAL CARE,25,Libertad,Guayas,E,10,E,4,E,4,515.8500000000004,515.8500000000004,515.8500000000004 +1181,36,PET SUPPLIES,26,Libertad,Guayas,E,10,E,4,E,4,7.0,7.0,7.0 +1182,36,PLAYERS AND ELECTRONICS,27,Libertad,Guayas,E,10,E,4,E,4,16.0,16.0,16.0 +1183,36,POULTRY,28,Libertad,Guayas,E,10,E,4,E,4,257.3146532,257.3146532,257.3146532 +1184,36,PREPARED FOODS,29,Libertad,Guayas,E,10,E,4,E,4,118.55219000000008,118.55219000000008,118.55219000000008 +1185,36,PRODUCE,30,Libertad,Guayas,E,10,E,4,E,4,3327.5679400000004,3327.5679400000004,3327.5679400000004 +1186,36,SCHOOL AND OFFICE SUPPLIES,31,Libertad,Guayas,E,10,E,4,E,4,131.1900000000005,131.1900000000005,131.1900000000005 +1187,36,SEAFOOD,32,Libertad,Guayas,E,10,E,4,E,4,7.0,7.0,7.0 +1188,37,AUTOMOTIVE,0,Cuenca,Azuay,D,2,D,3,D,3,17.0,17.0,17.0 +1189,37,BABY CARE,1,Cuenca,Azuay,D,2,D,3,D,3,1.0,1.0,1.0 +1190,37,BEAUTY,2,Cuenca,Azuay,D,2,D,3,D,3,13.0,13.0,13.0 +1191,37,BEVERAGES,3,Cuenca,Azuay,D,2,D,3,D,3,4121.68,4121.68,4121.68 +1192,37,BOOKS,4,Cuenca,Azuay,D,2,D,3,D,3,4.0,4.0,4.0 +1193,37,BREAD/BAKERY,5,Cuenca,Azuay,D,2,D,3,D,3,824.6526200000004,824.6526200000004,824.6526200000004 +1194,37,CELEBRATION,6,Cuenca,Azuay,D,2,D,3,D,3,33.17000000000007,33.17000000000007,33.17000000000007 +1195,37,CLEANING,7,Cuenca,Azuay,D,2,D,3,D,3,1710.1900000000005,1710.1900000000005,1710.1900000000005 +1196,37,DAIRY,8,Cuenca,Azuay,D,2,D,3,D,3,1362.760000000002,1362.760000000002,1362.760000000002 +1197,37,DELI,9,Cuenca,Azuay,D,2,D,3,D,3,234.24968000000013,234.24968000000013,234.24968000000013 +1198,37,EGGS,10,Cuenca,Azuay,D,2,D,3,D,3,252.0,252.0,252.0 +1199,37,FROZEN FOODS,11,Cuenca,Azuay,D,2,D,3,D,3,1082.748587000004,1082.748587000004,1082.748587000004 +1200,37,GROCERY I,12,Cuenca,Azuay,D,2,D,3,D,3,5813.050000000012,5813.050000000012,5813.050000000012 +1201,37,GROCERY II,13,Cuenca,Azuay,D,2,D,3,D,3,95.17000000000009,95.17000000000009,95.17000000000009 +1202,37,HARDWARE,14,Cuenca,Azuay,D,2,D,3,D,3,7.0,7.0,7.0 +1203,37,HOME AND KITCHEN I,15,Cuenca,Azuay,D,2,D,3,D,3,94.17000000000009,94.17000000000009,94.17000000000009 +1204,37,HOME AND KITCHEN II,16,Cuenca,Azuay,D,2,D,3,D,3,86.51000000000022,86.51000000000022,86.51000000000022 +1205,37,HOME APPLIANCES,17,Cuenca,Azuay,D,2,D,3,D,3,3.0,3.0,3.0 +1206,37,HOME CARE,18,Cuenca,Azuay,D,2,D,3,D,3,401.6800000000003,401.6800000000003,401.6800000000003 +1207,37,LADIESWEAR,19,Cuenca,Azuay,D,2,D,3,D,3,58.17000000000007,58.17000000000007,58.17000000000007 +1208,37,LAWN AND GARDEN,20,Cuenca,Azuay,D,2,D,3,D,3,44.0,44.0,44.0 +1209,37,LINGERIE,21,Cuenca,Azuay,D,2,D,3,D,3,31.0,31.0,31.0 +1210,37,"LIQUOR,WINE,BEER",22,Cuenca,Azuay,D,2,D,3,D,3,326.34000000000015,326.34000000000015,326.34000000000015 +1211,37,MAGAZINES,23,Cuenca,Azuay,D,2,D,3,D,3,19.0,19.0,19.0 +1212,37,MEATS,24,Cuenca,Azuay,D,2,D,3,D,3,482.8568594000006,482.8568594000006,482.8568594000006 +1213,37,PERSONAL CARE,25,Cuenca,Azuay,D,2,D,3,D,3,484.34000000000015,484.34000000000015,484.34000000000015 +1214,37,PET SUPPLIES,26,Cuenca,Azuay,D,2,D,3,D,3,21.0,21.0,21.0 +1215,37,PLAYERS AND ELECTRONICS,27,Cuenca,Azuay,D,2,D,3,D,3,23.0,23.0,23.0 +1216,37,POULTRY,28,Cuenca,Azuay,D,2,D,3,D,3,406.12404,406.12404,406.12404 +1217,37,PREPARED FOODS,29,Cuenca,Azuay,D,2,D,3,D,3,235.5094300000001,235.5094300000001,235.5094300000001 +1218,37,PRODUCE,30,Cuenca,Azuay,D,2,D,3,D,3,5225.34881,5225.34881,5225.34881 +1219,37,SCHOOL AND OFFICE SUPPLIES,31,Cuenca,Azuay,D,2,D,3,D,3,3.0,3.0,3.0 +1220,37,SEAFOOD,32,Cuenca,Azuay,D,2,D,3,D,3,41.26608,41.26608,41.26608 +1221,38,AUTOMOTIVE,0,Loja,Loja,D,4,D,3,D,3,19.170000000000076,19.170000000000076,19.170000000000076 +1222,38,BABY CARE,1,Loja,Loja,D,4,D,3,D,3,0.0,0.0,0.0 +1223,38,BEAUTY,2,Loja,Loja,D,4,D,3,D,3,18.170000000000076,18.170000000000076,18.170000000000076 +1224,38,BEVERAGES,3,Loja,Loja,D,4,D,3,D,3,4928.760000000002,4928.760000000002,4928.760000000002 +1225,38,BOOKS,4,Loja,Loja,D,4,D,3,D,3,3.0,3.0,3.0 +1226,38,BREAD/BAKERY,5,Loja,Loja,D,4,D,3,D,3,1021.4512300000004,1021.4512300000004,1021.4512300000004 +1227,38,CELEBRATION,6,Loja,Loja,D,4,D,3,D,3,39.0,39.0,39.0 +1228,38,CLEANING,7,Loja,Loja,D,4,D,3,D,3,2039.5700000000013,2039.5700000000013,2039.5700000000013 +1229,38,DAIRY,8,Loja,Loja,D,4,D,3,D,3,1496.8500000000004,1496.8500000000004,1496.8500000000004 +1230,38,DELI,9,Loja,Loja,D,4,D,3,D,3,317.01971000000003,317.01971000000003,317.01971000000003 +1231,38,EGGS,10,Loja,Loja,D,4,D,3,D,3,258.1700000000001,258.1700000000001,258.1700000000001 +1232,38,FROZEN FOODS,11,Loja,Loja,D,4,D,3,D,3,1971.624447000002,1971.624447000002,1971.624447000002 +1233,38,GROCERY I,12,Loja,Loja,D,4,D,3,D,3,7110.1900000000005,7110.1900000000005,7110.1900000000005 +1234,38,GROCERY II,13,Loja,Loja,D,4,D,3,D,3,77.17000000000007,77.17000000000007,77.17000000000007 +1235,38,HARDWARE,14,Loja,Loja,D,4,D,3,D,3,7.0,7.0,7.0 +1236,38,HOME AND KITCHEN I,15,Loja,Loja,D,4,D,3,D,3,90.0,90.0,90.0 +1237,38,HOME AND KITCHEN II,16,Loja,Loja,D,4,D,3,D,3,157.17000000000007,157.17000000000007,157.17000000000007 +1238,38,HOME APPLIANCES,17,Loja,Loja,D,4,D,3,D,3,2.0,2.0,2.0 +1239,38,HOME CARE,18,Loja,Loja,D,4,D,3,D,3,654.0,654.0,654.0 +1240,38,LADIESWEAR,19,Loja,Loja,D,4,D,3,D,3,79.17000000000007,79.17000000000007,79.17000000000007 +1241,38,LAWN AND GARDEN,20,Loja,Loja,D,4,D,3,D,3,36.0,36.0,36.0 +1242,38,LINGERIE,21,Loja,Loja,D,4,D,3,D,3,45.17000000000007,45.17000000000007,45.17000000000007 +1243,38,"LIQUOR,WINE,BEER",22,Loja,Loja,D,4,D,3,D,3,323.7000000000007,323.7000000000007,323.7000000000007 +1244,38,MAGAZINES,23,Loja,Loja,D,4,D,3,D,3,26.0,26.0,26.0 +1245,38,MEATS,24,Loja,Loja,D,4,D,3,D,3,374.1503100000006,374.1503100000006,374.1503100000006 +1246,38,PERSONAL CARE,25,Loja,Loja,D,4,D,3,D,3,820.8700000000008,820.8700000000008,820.8700000000008 +1247,38,PET SUPPLIES,26,Loja,Loja,D,4,D,3,D,3,16.0,16.0,16.0 +1248,38,PLAYERS AND ELECTRONICS,27,Loja,Loja,D,4,D,3,D,3,23.170000000000076,23.170000000000076,23.170000000000076 +1249,38,POULTRY,28,Loja,Loja,D,4,D,3,D,3,327.79225,327.79225,327.79225 +1250,38,PREPARED FOODS,29,Loja,Loja,D,4,D,3,D,3,230.94042,230.94042,230.94042 +1251,38,PRODUCE,30,Loja,Loja,D,4,D,3,D,3,4189.09806,4189.09806,4189.09806 +1252,38,SCHOOL AND OFFICE SUPPLIES,31,Loja,Loja,D,4,D,3,D,3,3.1700000000000728,3.1700000000000728,3.1700000000000728 +1253,38,SEAFOOD,32,Loja,Loja,D,4,D,3,D,3,40.34943000000003,40.34943000000003,40.34943000000003 +1254,39,AUTOMOTIVE,0,Cuenca,Azuay,B,6,B,1,B,1,25.0,25.0,25.0 +1255,39,BABY CARE,1,Cuenca,Azuay,B,6,B,1,B,1,3.0,3.0,3.0 +1256,39,BEAUTY,2,Cuenca,Azuay,B,6,B,1,B,1,13.0,13.0,13.0 +1257,39,BEVERAGES,3,Cuenca,Azuay,B,6,B,1,B,1,5567.140000000003,5567.140000000003,5567.140000000003 +1258,39,BOOKS,4,Cuenca,Azuay,B,6,B,1,B,1,0.0,0.0,0.0 +1259,39,BREAD/BAKERY,5,Cuenca,Azuay,B,6,B,1,B,1,1176.3600000000006,1176.3600000000006,1176.3600000000006 +1260,39,CELEBRATION,6,Cuenca,Azuay,B,6,B,1,B,1,34.0,34.0,34.0 +1261,39,CLEANING,7,Cuenca,Azuay,B,6,B,1,B,1,2825.1900000000005,2825.1900000000005,2825.1900000000005 +1262,39,DAIRY,8,Cuenca,Azuay,B,6,B,1,B,1,1155.5100000000002,1155.5100000000002,1155.5100000000002 +1263,39,DELI,9,Cuenca,Azuay,B,6,B,1,B,1,366.96889000000056,366.96889000000056,366.96889000000056 +1264,39,EGGS,10,Cuenca,Azuay,B,6,B,1,B,1,1839.34,1839.34,1839.34 +1265,39,FROZEN FOODS,11,Cuenca,Azuay,B,6,B,1,B,1,792.4703600000059,792.4703600000059,792.4703600000059 +1266,39,GROCERY I,12,Cuenca,Azuay,B,6,B,1,B,1,8907.55176,8907.55176,8907.55176 +1267,39,GROCERY II,13,Cuenca,Azuay,B,6,B,1,B,1,75.17000000000007,75.17000000000007,75.17000000000007 +1268,39,HARDWARE,14,Cuenca,Azuay,B,6,B,1,B,1,8.0,8.0,8.0 +1269,39,HOME AND KITCHEN I,15,Cuenca,Azuay,B,6,B,1,B,1,93.34000000000016,93.34000000000016,93.34000000000016 +1270,39,HOME AND KITCHEN II,16,Cuenca,Azuay,B,6,B,1,B,1,44.0,44.0,44.0 +1271,39,HOME APPLIANCES,17,Cuenca,Azuay,B,6,B,1,B,1,3.0,3.0,3.0 +1272,39,HOME CARE,18,Cuenca,Azuay,B,6,B,1,B,1,618.3400000000001,618.3400000000001,618.3400000000001 +1273,39,LADIESWEAR,19,Cuenca,Azuay,B,6,B,1,B,1,25.0,25.0,25.0 +1274,39,LAWN AND GARDEN,20,Cuenca,Azuay,B,6,B,1,B,1,26.0,26.0,26.0 +1275,39,LINGERIE,21,Cuenca,Azuay,B,6,B,1,B,1,23.0,23.0,23.0 +1276,39,"LIQUOR,WINE,BEER",22,Cuenca,Azuay,B,6,B,1,B,1,258.6800000000003,258.6800000000003,258.6800000000003 +1277,39,MAGAZINES,23,Cuenca,Azuay,B,6,B,1,B,1,14.0,14.0,14.0 +1278,39,MEATS,24,Cuenca,Azuay,B,6,B,1,B,1,2140.2179000000074,2140.2179000000074,2140.2179000000074 +1279,39,PERSONAL CARE,25,Cuenca,Azuay,B,6,B,1,B,1,674.1700000000001,674.1700000000001,674.1700000000001 +1280,39,PET SUPPLIES,26,Cuenca,Azuay,B,6,B,1,B,1,13.0,13.0,13.0 +1281,39,PLAYERS AND ELECTRONICS,27,Cuenca,Azuay,B,6,B,1,B,1,23.170000000000076,23.170000000000076,23.170000000000076 +1282,39,POULTRY,28,Cuenca,Azuay,B,6,B,1,B,1,394.21602340000027,394.21602340000027,394.21602340000027 +1283,39,PREPARED FOODS,29,Cuenca,Azuay,B,6,B,1,B,1,150.71757000000002,150.71757000000002,150.71757000000002 +1284,39,PRODUCE,30,Cuenca,Azuay,B,6,B,1,B,1,3145.424883000002,3145.424883000002,3145.424883000002 +1285,39,SCHOOL AND OFFICE SUPPLIES,31,Cuenca,Azuay,B,6,B,1,B,1,18.0,18.0,18.0 +1286,39,SEAFOOD,32,Cuenca,Azuay,B,6,B,1,B,1,35.523990000000005,35.523990000000005,35.523990000000005 +1287,40,AUTOMOTIVE,0,Machala,El Oro,C,3,C,2,C,2,12.0,12.0,12.0 +1288,40,BABY CARE,1,Machala,El Oro,C,3,C,2,C,2,5.0,5.0,5.0 +1289,40,BEAUTY,2,Machala,El Oro,C,3,C,2,C,2,6.0,6.0,6.0 +1290,40,BEVERAGES,3,Machala,El Oro,C,3,C,2,C,2,6120.710000000019,6120.710000000019,6120.710000000019 +1291,40,BOOKS,4,Machala,El Oro,C,3,C,2,C,2,0.0,0.0,0.0 +1292,40,BREAD/BAKERY,5,Machala,El Oro,C,3,C,2,C,2,605.5100000000002,605.5100000000002,605.5100000000002 +1293,40,CELEBRATION,6,Machala,El Oro,C,3,C,2,C,2,45.17000000000007,45.17000000000007,45.17000000000007 +1294,40,CLEANING,7,Machala,El Oro,C,3,C,2,C,2,2970.4400000000023,2970.4400000000023,2970.4400000000023 +1295,40,DAIRY,8,Machala,El Oro,C,3,C,2,C,2,912.17,912.17,912.17 +1296,40,DELI,9,Machala,El Oro,C,3,C,2,C,2,435.34000000000015,435.34000000000015,435.34000000000015 +1297,40,EGGS,10,Machala,El Oro,C,3,C,2,C,2,300.5100000000002,300.5100000000002,300.5100000000002 +1298,40,FROZEN FOODS,11,Machala,El Oro,C,3,C,2,C,2,665.5275300000012,665.5275300000012,665.5275300000012 +1299,40,GROCERY I,12,Machala,El Oro,C,3,C,2,C,2,7926.645010000009,7926.645010000009,7926.645010000009 +1300,40,GROCERY II,13,Machala,El Oro,C,3,C,2,C,2,33.0,33.0,33.0 +1301,40,HARDWARE,14,Machala,El Oro,C,3,C,2,C,2,6.0,6.0,6.0 +1302,40,HOME AND KITCHEN I,15,Machala,El Oro,C,3,C,2,C,2,103.34000000000016,103.34000000000016,103.34000000000016 +1303,40,HOME AND KITCHEN II,16,Machala,El Oro,C,3,C,2,C,2,51.0,51.0,51.0 +1304,40,HOME APPLIANCES,17,Machala,El Oro,C,3,C,2,C,2,2.0,2.0,2.0 +1305,40,HOME CARE,18,Machala,El Oro,C,3,C,2,C,2,614.5300000000007,614.5300000000007,614.5300000000007 +1306,40,LADIESWEAR,19,Machala,El Oro,C,3,C,2,C,2,0.0,0.0,0.0 +1307,40,LAWN AND GARDEN,20,Machala,El Oro,C,3,C,2,C,2,2.0,2.0,2.0 +1308,40,LINGERIE,21,Machala,El Oro,C,3,C,2,C,2,28.170000000000076,28.170000000000076,28.170000000000076 +1309,40,"LIQUOR,WINE,BEER",22,Machala,El Oro,C,3,C,2,C,2,429.0200000000005,429.0200000000005,429.0200000000005 +1310,40,MAGAZINES,23,Machala,El Oro,C,3,C,2,C,2,6.0,6.0,6.0 +1311,40,MEATS,24,Machala,El Oro,C,3,C,2,C,2,195.7157317,195.7157317,195.7157317 +1312,40,PERSONAL CARE,25,Machala,El Oro,C,3,C,2,C,2,591.6100000000024,591.6100000000024,591.6100000000024 +1313,40,PET SUPPLIES,26,Machala,El Oro,C,3,C,2,C,2,8.0,8.0,8.0 +1314,40,PLAYERS AND ELECTRONICS,27,Machala,El Oro,C,3,C,2,C,2,17.0,17.0,17.0 +1315,40,POULTRY,28,Machala,El Oro,C,3,C,2,C,2,321.69967000000025,321.69967000000025,321.69967000000025 +1316,40,PREPARED FOODS,29,Machala,El Oro,C,3,C,2,C,2,113.17000000000009,113.17000000000009,113.17000000000009 +1317,40,PRODUCE,30,Machala,El Oro,C,3,C,2,C,2,2245.112967000001,2245.112967000001,2245.112967000001 +1318,40,SCHOOL AND OFFICE SUPPLIES,31,Machala,El Oro,C,3,C,2,C,2,55.85000000000037,55.85000000000037,55.85000000000037 +1319,40,SEAFOOD,32,Machala,El Oro,C,3,C,2,C,2,14.0,14.0,14.0 +1320,41,AUTOMOTIVE,0,Machala,El Oro,D,4,D,3,D,3,14.0,14.0,14.0 +1321,41,BABY CARE,1,Machala,El Oro,D,4,D,3,D,3,1.0,1.0,1.0 +1322,41,BEAUTY,2,Machala,El Oro,D,4,D,3,D,3,15.0,15.0,15.0 +1323,41,BEVERAGES,3,Machala,El Oro,D,4,D,3,D,3,4441.4000000000015,4441.4000000000015,4441.4000000000015 +1324,41,BOOKS,4,Machala,El Oro,D,4,D,3,D,3,1.0,1.0,1.0 +1325,41,BREAD/BAKERY,5,Machala,El Oro,D,4,D,3,D,3,857.4245449,857.4245449,857.4245449 +1326,41,CELEBRATION,6,Machala,El Oro,D,4,D,3,D,3,31.0,31.0,31.0 +1327,41,CLEANING,7,Machala,El Oro,D,4,D,3,D,3,2127.9100000000017,2127.9100000000017,2127.9100000000017 +1328,41,DAIRY,8,Machala,El Oro,D,4,D,3,D,3,1175.3600000000006,1175.3600000000006,1175.3600000000006 +1329,41,DELI,9,Machala,El Oro,D,4,D,3,D,3,385.2254100000001,385.2254100000001,385.2254100000001 +1330,41,EGGS,10,Machala,El Oro,D,4,D,3,D,3,234.0,234.0,234.0 +1331,41,FROZEN FOODS,11,Machala,El Oro,D,4,D,3,D,3,1402.448363000006,1402.448363000006,1402.448363000006 +1332,41,GROCERY I,12,Machala,El Oro,D,4,D,3,D,3,6425.380000000001,6425.380000000001,6425.380000000001 +1333,41,GROCERY II,13,Machala,El Oro,D,4,D,3,D,3,68.0,68.0,68.0 +1334,41,HARDWARE,14,Machala,El Oro,D,4,D,3,D,3,4.170000000000073,4.170000000000073,4.170000000000073 +1335,41,HOME AND KITCHEN I,15,Machala,El Oro,D,4,D,3,D,3,83.0,83.0,83.0 +1336,41,HOME AND KITCHEN II,16,Machala,El Oro,D,4,D,3,D,3,137.0,137.0,137.0 +1337,41,HOME APPLIANCES,17,Machala,El Oro,D,4,D,3,D,3,3.0,3.0,3.0 +1338,41,HOME CARE,18,Machala,El Oro,D,4,D,3,D,3,458.5100000000002,458.5100000000002,458.5100000000002 +1339,41,LADIESWEAR,19,Machala,El Oro,D,4,D,3,D,3,47.0,47.0,47.0 +1340,41,LAWN AND GARDEN,20,Machala,El Oro,D,4,D,3,D,3,45.0,45.0,45.0 +1341,41,LINGERIE,21,Machala,El Oro,D,4,D,3,D,3,27.170000000000076,27.170000000000076,27.170000000000076 +1342,41,"LIQUOR,WINE,BEER",22,Machala,El Oro,D,4,D,3,D,3,362.0400000000009,362.0400000000009,362.0400000000009 +1343,41,MAGAZINES,23,Machala,El Oro,D,4,D,3,D,3,26.170000000000076,26.170000000000076,26.170000000000076 +1344,41,MEATS,24,Machala,El Oro,D,4,D,3,D,3,342.0785600000001,342.0785600000001,342.0785600000001 +1345,41,PERSONAL CARE,25,Machala,El Oro,D,4,D,3,D,3,774.0400000000009,774.0400000000009,774.0400000000009 +1346,41,PET SUPPLIES,26,Machala,El Oro,D,4,D,3,D,3,20.170000000000076,20.170000000000076,20.170000000000076 +1347,41,PLAYERS AND ELECTRONICS,27,Machala,El Oro,D,4,D,3,D,3,20.0,20.0,20.0 +1348,41,POULTRY,28,Machala,El Oro,D,4,D,3,D,3,314.03270000000003,314.03270000000003,314.03270000000003 +1349,41,PREPARED FOODS,29,Machala,El Oro,D,4,D,3,D,3,108.63091000000004,108.63091000000004,108.63091000000004 +1350,41,PRODUCE,30,Machala,El Oro,D,4,D,3,D,3,3108.072460000001,3108.072460000001,3108.072460000001 +1351,41,SCHOOL AND OFFICE SUPPLIES,31,Machala,El Oro,D,4,D,3,D,3,5.0,5.0,5.0 +1352,41,SEAFOOD,32,Machala,El Oro,D,4,D,3,D,3,21.0,21.0,21.0 +1353,42,AUTOMOTIVE,0,Cuenca,Azuay,D,2,D,3,D,3,11.0,11.0,11.0 +1354,42,BABY CARE,1,Cuenca,Azuay,D,2,D,3,D,3,0.1700000000000727,0.1700000000000727,0.1700000000000727 +1355,42,BEAUTY,2,Cuenca,Azuay,D,2,D,3,D,3,14.0,14.0,14.0 +1356,42,BEVERAGES,3,Cuenca,Azuay,D,2,D,3,D,3,4535.480000000003,4535.480000000003,4535.480000000003 +1357,42,BOOKS,4,Cuenca,Azuay,D,2,D,3,D,3,5.0,5.0,5.0 +1358,42,BREAD/BAKERY,5,Cuenca,Azuay,D,2,D,3,D,3,840.9912300000008,840.9912300000008,840.9912300000008 +1359,42,CELEBRATION,6,Cuenca,Azuay,D,2,D,3,D,3,30.0,30.0,30.0 +1360,42,CLEANING,7,Cuenca,Azuay,D,2,D,3,D,3,1436.5100000000002,1436.5100000000002,1436.5100000000002 +1361,42,DAIRY,8,Cuenca,Azuay,D,2,D,3,D,3,1365.2500000000018,1365.2500000000018,1365.2500000000018 +1362,42,DELI,9,Cuenca,Azuay,D,2,D,3,D,3,264.84854000000024,264.84854000000024,264.84854000000024 +1363,42,EGGS,10,Cuenca,Azuay,D,2,D,3,D,3,212.17000000000007,212.17000000000007,212.17000000000007 +1364,42,FROZEN FOODS,11,Cuenca,Azuay,D,2,D,3,D,3,536.5820351000017,536.5820351000017,536.5820351000017 +1365,42,GROCERY I,12,Cuenca,Azuay,D,2,D,3,D,3,5388.370000000004,5388.370000000004,5388.370000000004 +1366,42,GROCERY II,13,Cuenca,Azuay,D,2,D,3,D,3,67.0,67.0,67.0 +1367,42,HARDWARE,14,Cuenca,Azuay,D,2,D,3,D,3,4.0,4.0,4.0 +1368,42,HOME AND KITCHEN I,15,Cuenca,Azuay,D,2,D,3,D,3,60.0,60.0,60.0 +1369,42,HOME AND KITCHEN II,16,Cuenca,Azuay,D,2,D,3,D,3,158.17000000000007,158.17000000000007,158.17000000000007 +1370,42,HOME APPLIANCES,17,Cuenca,Azuay,D,2,D,3,D,3,2.0,2.0,2.0 +1371,42,HOME CARE,18,Cuenca,Azuay,D,2,D,3,D,3,411.1900000000005,411.1900000000005,411.1900000000005 +1372,42,LADIESWEAR,19,Cuenca,Azuay,D,2,D,3,D,3,51.0,51.0,51.0 +1373,42,LAWN AND GARDEN,20,Cuenca,Azuay,D,2,D,3,D,3,64.17000000000007,64.17000000000007,64.17000000000007 +1374,42,LINGERIE,21,Cuenca,Azuay,D,2,D,3,D,3,14.0,14.0,14.0 +1375,42,"LIQUOR,WINE,BEER",22,Cuenca,Azuay,D,2,D,3,D,3,201.0,201.0,201.0 +1376,42,MAGAZINES,23,Cuenca,Azuay,D,2,D,3,D,3,21.0,21.0,21.0 +1377,42,MEATS,24,Cuenca,Azuay,D,2,D,3,D,3,340.42183000000006,340.42183000000006,340.42183000000006 +1378,42,PERSONAL CARE,25,Cuenca,Azuay,D,2,D,3,D,3,480.34000000000015,480.34000000000015,480.34000000000015 +1379,42,PET SUPPLIES,26,Cuenca,Azuay,D,2,D,3,D,3,16.0,16.0,16.0 +1380,42,PLAYERS AND ELECTRONICS,27,Cuenca,Azuay,D,2,D,3,D,3,21.170000000000076,21.170000000000076,21.170000000000076 +1381,42,POULTRY,28,Cuenca,Azuay,D,2,D,3,D,3,367.77297000000016,367.77297000000016,367.77297000000016 +1382,42,PREPARED FOODS,29,Cuenca,Azuay,D,2,D,3,D,3,138.17091000000008,138.17091000000008,138.17091000000008 +1383,42,PRODUCE,30,Cuenca,Azuay,D,2,D,3,D,3,3867.8227500000007,3867.8227500000007,3867.8227500000007 +1384,42,SCHOOL AND OFFICE SUPPLIES,31,Cuenca,Azuay,D,2,D,3,D,3,3.0,3.0,3.0 +1385,42,SEAFOOD,32,Cuenca,Azuay,D,2,D,3,D,3,35.64231000000012,35.64231000000012,35.64231000000012 +1386,43,AUTOMOTIVE,0,Esmeraldas,Esmeraldas,E,10,E,4,E,4,18.170000000000076,18.170000000000076,18.170000000000076 +1387,43,BABY CARE,1,Esmeraldas,Esmeraldas,E,10,E,4,E,4,1.0,1.0,1.0 +1388,43,BEAUTY,2,Esmeraldas,Esmeraldas,E,10,E,4,E,4,7.170000000000073,7.170000000000073,7.170000000000073 +1389,43,BEVERAGES,3,Esmeraldas,Esmeraldas,E,10,E,4,E,4,6527.680000000008,6527.680000000008,6527.680000000008 +1390,43,BOOKS,4,Esmeraldas,Esmeraldas,E,10,E,4,E,4,0.0,0.0,0.0 +1391,43,BREAD/BAKERY,5,Esmeraldas,Esmeraldas,E,10,E,4,E,4,791.5100000000002,791.5100000000002,791.5100000000002 +1392,43,CELEBRATION,6,Esmeraldas,Esmeraldas,E,10,E,4,E,4,28.0,28.0,28.0 +1393,43,CLEANING,7,Esmeraldas,Esmeraldas,E,10,E,4,E,4,1870.17,1870.17,1870.17 +1394,43,DAIRY,8,Esmeraldas,Esmeraldas,E,10,E,4,E,4,1030.8500000000004,1030.8500000000004,1030.8500000000004 +1395,43,DELI,9,Esmeraldas,Esmeraldas,E,10,E,4,E,4,495.42979,495.42979,495.42979 +1396,43,EGGS,10,Esmeraldas,Esmeraldas,E,10,E,4,E,4,411.380000000001,411.380000000001,411.380000000001 +1397,43,FROZEN FOODS,11,Esmeraldas,Esmeraldas,E,10,E,4,E,4,448.5705300000018,448.5705300000018,448.5705300000018 +1398,43,GROCERY I,12,Esmeraldas,Esmeraldas,E,10,E,4,E,4,6642.962130000003,6642.962130000003,6642.962130000003 +1399,43,GROCERY II,13,Esmeraldas,Esmeraldas,E,10,E,4,E,4,24.340000000000146,24.340000000000146,24.340000000000146 +1400,43,HARDWARE,14,Esmeraldas,Esmeraldas,E,10,E,4,E,4,7.0,7.0,7.0 +1401,43,HOME AND KITCHEN I,15,Esmeraldas,Esmeraldas,E,10,E,4,E,4,81.17000000000007,81.17000000000007,81.17000000000007 +1402,43,HOME AND KITCHEN II,16,Esmeraldas,Esmeraldas,E,10,E,4,E,4,34.0,34.0,34.0 +1403,43,HOME APPLIANCES,17,Esmeraldas,Esmeraldas,E,10,E,4,E,4,2.0,2.0,2.0 +1404,43,HOME CARE,18,Esmeraldas,Esmeraldas,E,10,E,4,E,4,369.5100000000002,369.5100000000002,369.5100000000002 +1405,43,LADIESWEAR,19,Esmeraldas,Esmeraldas,E,10,E,4,E,4,0.0,0.0,0.0 +1406,43,LAWN AND GARDEN,20,Esmeraldas,Esmeraldas,E,10,E,4,E,4,16.0,16.0,16.0 +1407,43,LINGERIE,21,Esmeraldas,Esmeraldas,E,10,E,4,E,4,18.170000000000076,18.170000000000076,18.170000000000076 +1408,43,"LIQUOR,WINE,BEER",22,Esmeraldas,Esmeraldas,E,10,E,4,E,4,623.3600000000006,623.3600000000006,623.3600000000006 +1409,43,MAGAZINES,23,Esmeraldas,Esmeraldas,E,10,E,4,E,4,11.170000000000073,11.170000000000073,11.170000000000073 +1410,43,MEATS,24,Esmeraldas,Esmeraldas,E,10,E,4,E,4,259.2791500000001,259.2791500000001,259.2791500000001 +1411,43,PERSONAL CARE,25,Esmeraldas,Esmeraldas,E,10,E,4,E,4,458.6800000000003,458.6800000000003,458.6800000000003 +1412,43,PET SUPPLIES,26,Esmeraldas,Esmeraldas,E,10,E,4,E,4,7.0,7.0,7.0 +1413,43,PLAYERS AND ELECTRONICS,27,Esmeraldas,Esmeraldas,E,10,E,4,E,4,13.170000000000073,13.170000000000073,13.170000000000073 +1414,43,POULTRY,28,Esmeraldas,Esmeraldas,E,10,E,4,E,4,383.3048200000008,383.3048200000008,383.3048200000008 +1415,43,PREPARED FOODS,29,Esmeraldas,Esmeraldas,E,10,E,4,E,4,184.11501000000044,184.11501000000044,184.11501000000044 +1416,43,PRODUCE,30,Esmeraldas,Esmeraldas,E,10,E,4,E,4,1947.4189230000015,1947.4189230000015,1947.4189230000015 +1417,43,SCHOOL AND OFFICE SUPPLIES,31,Esmeraldas,Esmeraldas,E,10,E,4,E,4,36.17000000000007,36.17000000000007,36.17000000000007 +1418,43,SEAFOOD,32,Esmeraldas,Esmeraldas,E,10,E,4,E,4,6.0,6.0,6.0 +1419,44,AUTOMOTIVE,0,Quito,Pichincha,A,5,A,0,A,0,46.0,46.0,46.0 +1420,44,BABY CARE,1,Quito,Pichincha,A,5,A,0,A,0,0.0,0.0,0.0 +1421,44,BEAUTY,2,Quito,Pichincha,A,5,A,0,A,0,36.0,36.0,36.0 +1422,44,BEVERAGES,3,Quito,Pichincha,A,5,A,0,A,0,18679.320000000007,18679.320000000007,18679.320000000007 +1423,44,BOOKS,4,Quito,Pichincha,A,5,A,0,A,0,6.0,6.0,6.0 +1424,44,BREAD/BAKERY,5,Quito,Pichincha,A,5,A,0,A,0,2828.4528,2828.4528,2828.4528 +1425,44,CELEBRATION,6,Quito,Pichincha,A,5,A,0,A,0,103.17000000000009,103.17000000000009,103.17000000000009 +1426,44,CLEANING,7,Quito,Pichincha,A,5,A,0,A,0,4535.530000000001,4535.530000000001,4535.530000000001 +1427,44,DAIRY,8,Quito,Pichincha,A,5,A,0,A,0,4719.930000000002,4719.930000000002,4719.930000000002 +1428,44,DELI,9,Quito,Pichincha,A,5,A,0,A,0,1161.10244,1161.10244,1161.10244 +1429,44,EGGS,10,Quito,Pichincha,A,5,A,0,A,0,1194.0,1194.0,1194.0 +1430,44,FROZEN FOODS,11,Quito,Pichincha,A,5,A,0,A,0,4136.034741000007,4136.034741000007,4136.034741000007 +1431,44,GROCERY I,12,Quito,Pichincha,A,5,A,0,A,0,19853.08,19853.08,19853.08 +1432,44,GROCERY II,13,Quito,Pichincha,A,5,A,0,A,0,181.34000000000012,181.34000000000012,181.34000000000012 +1433,44,HARDWARE,14,Quito,Pichincha,A,5,A,0,A,0,15.0,15.0,15.0 +1434,44,HOME AND KITCHEN I,15,Quito,Pichincha,A,5,A,0,A,0,384.8500000000004,384.8500000000004,384.8500000000004 +1435,44,HOME AND KITCHEN II,16,Quito,Pichincha,A,5,A,0,A,0,280.8500000000004,280.8500000000004,280.8500000000004 +1436,44,HOME APPLIANCES,17,Quito,Pichincha,A,5,A,0,A,0,8.0,8.0,8.0 +1437,44,HOME CARE,18,Quito,Pichincha,A,5,A,0,A,0,1400.0200000000004,1400.0200000000004,1400.0200000000004 +1438,44,LADIESWEAR,19,Quito,Pichincha,A,5,A,0,A,0,78.17000000000007,78.17000000000007,78.17000000000007 +1439,44,LAWN AND GARDEN,20,Quito,Pichincha,A,5,A,0,A,0,54.34000000000015,54.34000000000015,54.34000000000015 +1440,44,LINGERIE,21,Quito,Pichincha,A,5,A,0,A,0,70.0,70.0,70.0 +1441,44,"LIQUOR,WINE,BEER",22,Quito,Pichincha,A,5,A,0,A,0,1008.5300000000008,1008.5300000000008,1008.5300000000008 +1442,44,MAGAZINES,23,Quito,Pichincha,A,5,A,0,A,0,55.17000000000007,55.17000000000007,55.17000000000007 +1443,44,MEATS,24,Quito,Pichincha,A,5,A,0,A,0,1735.2823600000006,1735.2823600000006,1735.2823600000006 +1444,44,PERSONAL CARE,25,Quito,Pichincha,A,5,A,0,A,0,1589.1900000000005,1589.1900000000005,1589.1900000000005 +1445,44,PET SUPPLIES,26,Quito,Pichincha,A,5,A,0,A,0,82.17000000000007,82.17000000000007,82.17000000000007 +1446,44,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,A,5,A,0,A,0,96.17000000000009,96.17000000000009,96.17000000000009 +1447,44,POULTRY,28,Quito,Pichincha,A,5,A,0,A,0,2370.46531,2370.46531,2370.46531 +1448,44,PREPARED FOODS,29,Quito,Pichincha,A,5,A,0,A,0,787.9494200000005,787.9494200000005,787.9494200000005 +1449,44,PRODUCE,30,Quito,Pichincha,A,5,A,0,A,0,16350.033700000016,16350.033700000016,16350.033700000016 +1450,44,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,A,5,A,0,A,0,288.1700000000001,288.1700000000001,288.1700000000001 +1451,44,SEAFOOD,32,Quito,Pichincha,A,5,A,0,A,0,218.38839170000008,218.38839170000008,218.38839170000008 +1452,45,AUTOMOTIVE,0,Quito,Pichincha,A,11,A,0,A,0,39.0,39.0,39.0 +1453,45,BABY CARE,1,Quito,Pichincha,A,11,A,0,A,0,0.0,0.0,0.0 +1454,45,BEAUTY,2,Quito,Pichincha,A,11,A,0,A,0,33.0,33.0,33.0 +1455,45,BEVERAGES,3,Quito,Pichincha,A,11,A,0,A,0,17679.550000000003,17679.550000000003,17679.550000000003 +1456,45,BOOKS,4,Quito,Pichincha,A,11,A,0,A,0,6.0,6.0,6.0 +1457,45,BREAD/BAKERY,5,Quito,Pichincha,A,11,A,0,A,0,2187.7980300000004,2187.7980300000004,2187.7980300000004 +1458,45,CELEBRATION,6,Quito,Pichincha,A,11,A,0,A,0,87.17000000000007,87.17000000000007,87.17000000000007 +1459,45,CLEANING,7,Quito,Pichincha,A,11,A,0,A,0,4736.380000000001,4736.380000000001,4736.380000000001 +1460,45,DAIRY,8,Quito,Pichincha,A,11,A,0,A,0,4136.85,4136.85,4136.85 +1461,45,DELI,9,Quito,Pichincha,A,11,A,0,A,0,1282.09005,1282.09005,1282.09005 +1462,45,EGGS,10,Quito,Pichincha,A,11,A,0,A,0,780.0,780.0,780.0 +1463,45,FROZEN FOODS,11,Quito,Pichincha,A,11,A,0,A,0,4442.829010000006,4442.829010000006,4442.829010000006 +1464,45,GROCERY I,12,Quito,Pichincha,A,11,A,0,A,0,19997.532070000005,19997.532070000005,19997.532070000005 +1465,45,GROCERY II,13,Quito,Pichincha,A,11,A,0,A,0,207.0,207.0,207.0 +1466,45,HARDWARE,14,Quito,Pichincha,A,11,A,0,A,0,5.0,5.0,5.0 +1467,45,HOME AND KITCHEN I,15,Quito,Pichincha,A,11,A,0,A,0,210.8500000000004,210.8500000000004,210.8500000000004 +1468,45,HOME AND KITCHEN II,16,Quito,Pichincha,A,11,A,0,A,0,316.6700000000037,316.6700000000037,316.6700000000037 +1469,45,HOME APPLIANCES,17,Quito,Pichincha,A,11,A,0,A,0,6.0,6.0,6.0 +1470,45,HOME CARE,18,Quito,Pichincha,A,11,A,0,A,0,1293.6800000000003,1293.6800000000003,1293.6800000000003 +1471,45,LADIESWEAR,19,Quito,Pichincha,A,11,A,0,A,0,76.17000000000007,76.17000000000007,76.17000000000007 +1472,45,LAWN AND GARDEN,20,Quito,Pichincha,A,11,A,0,A,0,86.17000000000007,86.17000000000007,86.17000000000007 +1473,45,LINGERIE,21,Quito,Pichincha,A,11,A,0,A,0,20.0,20.0,20.0 +1474,45,"LIQUOR,WINE,BEER",22,Quito,Pichincha,A,11,A,0,A,0,929.17,929.17,929.17 +1475,45,MAGAZINES,23,Quito,Pichincha,A,11,A,0,A,0,43.0,43.0,43.0 +1476,45,MEATS,24,Quito,Pichincha,A,11,A,0,A,0,2179.1976500000005,2179.1976500000005,2179.1976500000005 +1477,45,PERSONAL CARE,25,Quito,Pichincha,A,11,A,0,A,0,1485.0,1485.0,1485.0 +1478,45,PET SUPPLIES,26,Quito,Pichincha,A,11,A,0,A,0,50.17000000000007,50.17000000000007,50.17000000000007 +1479,45,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,A,11,A,0,A,0,74.68000000000029,74.68000000000029,74.68000000000029 +1480,45,POULTRY,28,Quito,Pichincha,A,11,A,0,A,0,2344.739967,2344.739967,2344.739967 +1481,45,PREPARED FOODS,29,Quito,Pichincha,A,11,A,0,A,0,556.9005749,556.9005749,556.9005749 +1482,45,PRODUCE,30,Quito,Pichincha,A,11,A,0,A,0,10685.32869,10685.32869,10685.32869 +1483,45,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,A,11,A,0,A,0,397.2500000000018,397.2500000000018,397.2500000000018 +1484,45,SEAFOOD,32,Quito,Pichincha,A,11,A,0,A,0,193.59641000000013,193.59641000000013,193.59641000000013 +1485,46,AUTOMOTIVE,0,Quito,Pichincha,A,14,A,0,A,0,41.0,41.0,41.0 +1486,46,BABY CARE,1,Quito,Pichincha,A,14,A,0,A,0,0.0,0.0,0.0 +1487,46,BEAUTY,2,Quito,Pichincha,A,14,A,0,A,0,36.0,36.0,36.0 +1488,46,BEVERAGES,3,Quito,Pichincha,A,14,A,0,A,0,13240.500000000013,13240.500000000013,13240.500000000013 +1489,46,BOOKS,4,Quito,Pichincha,A,14,A,0,A,0,3.0,3.0,3.0 +1490,46,BREAD/BAKERY,5,Quito,Pichincha,A,14,A,0,A,0,1782.2928400000003,1782.2928400000003,1782.2928400000003 +1491,46,CELEBRATION,6,Quito,Pichincha,A,14,A,0,A,0,56.0,56.0,56.0 +1492,46,CLEANING,7,Quito,Pichincha,A,14,A,0,A,0,4933.420000000002,4933.420000000002,4933.420000000002 +1493,46,DAIRY,8,Quito,Pichincha,A,14,A,0,A,0,3235.0,3235.0,3235.0 +1494,46,DELI,9,Quito,Pichincha,A,14,A,0,A,0,1666.967120000001,1666.967120000001,1666.967120000001 +1495,46,EGGS,10,Quito,Pichincha,A,14,A,0,A,0,433.1900000000005,433.1900000000005,433.1900000000005 +1496,46,FROZEN FOODS,11,Quito,Pichincha,A,14,A,0,A,0,4113.351030000002,4113.351030000002,4113.351030000002 +1497,46,GROCERY I,12,Quito,Pichincha,A,14,A,0,A,0,19552.750000000007,19552.750000000007,19552.750000000007 +1498,46,GROCERY II,13,Quito,Pichincha,A,14,A,0,A,0,171.21000000000095,171.21000000000095,171.21000000000095 +1499,46,HARDWARE,14,Quito,Pichincha,A,14,A,0,A,0,7.0,7.0,7.0 +1500,46,HOME AND KITCHEN I,15,Quito,Pichincha,A,14,A,0,A,0,142.17000000000007,142.17000000000007,142.17000000000007 +1501,46,HOME AND KITCHEN II,16,Quito,Pichincha,A,14,A,0,A,0,232.8500000000004,232.8500000000004,232.8500000000004 +1502,46,HOME APPLIANCES,17,Quito,Pichincha,A,14,A,0,A,0,7.0,7.0,7.0 +1503,46,HOME CARE,18,Quito,Pichincha,A,14,A,0,A,0,1459.34,1459.34,1459.34 +1504,46,LADIESWEAR,19,Quito,Pichincha,A,14,A,0,A,0,101.17000000000009,101.17000000000009,101.17000000000009 +1505,46,LAWN AND GARDEN,20,Quito,Pichincha,A,14,A,0,A,0,54.34000000000015,54.34000000000015,54.34000000000015 +1506,46,LINGERIE,21,Quito,Pichincha,A,14,A,0,A,0,53.0,53.0,53.0 +1507,46,"LIQUOR,WINE,BEER",22,Quito,Pichincha,A,14,A,0,A,0,673.9800000000068,673.9800000000068,673.9800000000068 +1508,46,MAGAZINES,23,Quito,Pichincha,A,14,A,0,A,0,28.170000000000076,28.170000000000076,28.170000000000076 +1509,46,MEATS,24,Quito,Pichincha,A,14,A,0,A,0,2083.8702100000005,2083.8702100000005,2083.8702100000005 +1510,46,PERSONAL CARE,25,Quito,Pichincha,A,14,A,0,A,0,1799.0800000000015,1799.0800000000015,1799.0800000000015 +1511,46,PET SUPPLIES,26,Quito,Pichincha,A,14,A,0,A,0,50.0,50.0,50.0 +1512,46,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,A,14,A,0,A,0,80.0,80.0,80.0 +1513,46,POULTRY,28,Quito,Pichincha,A,14,A,0,A,0,2121.2345100000007,2121.2345100000007,2121.2345100000007 +1514,46,PREPARED FOODS,29,Quito,Pichincha,A,14,A,0,A,0,355.2251500000001,355.2251500000001,355.2251500000001 +1515,46,PRODUCE,30,Quito,Pichincha,A,14,A,0,A,0,5832.053790000001,5832.053790000001,5832.053790000001 +1516,46,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,A,14,A,0,A,0,278.7200000000012,278.7200000000012,278.7200000000012 +1517,46,SEAFOOD,32,Quito,Pichincha,A,14,A,0,A,0,115.11239415000004,115.11239415000004,115.11239415000004 +1518,47,AUTOMOTIVE,0,Quito,Pichincha,A,14,A,0,A,0,40.0,40.0,40.0 +1519,47,BABY CARE,1,Quito,Pichincha,A,14,A,0,A,0,0.0,0.0,0.0 +1520,47,BEAUTY,2,Quito,Pichincha,A,14,A,0,A,0,36.0,36.0,36.0 +1521,47,BEVERAGES,3,Quito,Pichincha,A,14,A,0,A,0,16776.57,16776.57,16776.57 +1522,47,BOOKS,4,Quito,Pichincha,A,14,A,0,A,0,6.0,6.0,6.0 +1523,47,BREAD/BAKERY,5,Quito,Pichincha,A,14,A,0,A,0,2188.3811300000007,2188.3811300000007,2188.3811300000007 +1524,47,CELEBRATION,6,Quito,Pichincha,A,14,A,0,A,0,67.17000000000007,67.17000000000007,67.17000000000007 +1525,47,CLEANING,7,Quito,Pichincha,A,14,A,0,A,0,4399.34,4399.34,4399.34 +1526,47,DAIRY,8,Quito,Pichincha,A,14,A,0,A,0,4179.530000000001,4179.530000000001,4179.530000000001 +1527,47,DELI,9,Quito,Pichincha,A,14,A,0,A,0,1272.781760000001,1272.781760000001,1272.781760000001 +1528,47,EGGS,10,Quito,Pichincha,A,14,A,0,A,0,712.1700000000001,712.1700000000001,712.1700000000001 +1529,47,FROZEN FOODS,11,Quito,Pichincha,A,14,A,0,A,0,3508.421287000043,3508.421287000043,3508.421287000043 +1530,47,GROCERY I,12,Quito,Pichincha,A,14,A,0,A,0,18574.500000000004,18574.500000000004,18574.500000000004 +1531,47,GROCERY II,13,Quito,Pichincha,A,14,A,0,A,0,193.04000000000087,193.04000000000087,193.04000000000087 +1532,47,HARDWARE,14,Quito,Pichincha,A,14,A,0,A,0,8.0,8.0,8.0 +1533,47,HOME AND KITCHEN I,15,Quito,Pichincha,A,14,A,0,A,0,184.34000000000012,184.34000000000012,184.34000000000012 +1534,47,HOME AND KITCHEN II,16,Quito,Pichincha,A,14,A,0,A,0,329.89000000000124,329.89000000000124,329.89000000000124 +1535,47,HOME APPLIANCES,17,Quito,Pichincha,A,14,A,0,A,0,8.0,8.0,8.0 +1536,47,HOME CARE,18,Quito,Pichincha,A,14,A,0,A,0,1301.5100000000002,1301.5100000000002,1301.5100000000002 +1537,47,LADIESWEAR,19,Quito,Pichincha,A,14,A,0,A,0,90.17000000000009,90.17000000000009,90.17000000000009 +1538,47,LAWN AND GARDEN,20,Quito,Pichincha,A,14,A,0,A,0,61.17000000000007,61.17000000000007,61.17000000000007 +1539,47,LINGERIE,21,Quito,Pichincha,A,14,A,0,A,0,19.0,19.0,19.0 +1540,47,"LIQUOR,WINE,BEER",22,Quito,Pichincha,A,14,A,0,A,0,672.7400000000016,672.7400000000016,672.7400000000016 +1541,47,MAGAZINES,23,Quito,Pichincha,A,14,A,0,A,0,38.0,38.0,38.0 +1542,47,MEATS,24,Quito,Pichincha,A,14,A,0,A,0,1903.2020700000005,1903.2020700000005,1903.2020700000005 +1543,47,PERSONAL CARE,25,Quito,Pichincha,A,14,A,0,A,0,1596.0200000000004,1596.0200000000004,1596.0200000000004 +1544,47,PET SUPPLIES,26,Quito,Pichincha,A,14,A,0,A,0,56.0,56.0,56.0 +1545,47,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,A,14,A,0,A,0,69.17000000000007,69.17000000000007,69.17000000000007 +1546,47,POULTRY,28,Quito,Pichincha,A,14,A,0,A,0,2174.1712500000003,2174.1712500000003,2174.1712500000003 +1547,47,PREPARED FOODS,29,Quito,Pichincha,A,14,A,0,A,0,534.9367100000001,534.9367100000001,534.9367100000001 +1548,47,PRODUCE,30,Quito,Pichincha,A,14,A,0,A,0,10187.745820000002,10187.745820000002,10187.745820000002 +1549,47,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,A,14,A,0,A,0,201.44000000000236,201.44000000000236,201.44000000000236 +1550,47,SEAFOOD,32,Quito,Pichincha,A,14,A,0,A,0,174.38653000000014,174.38653000000014,174.38653000000014 +1551,48,AUTOMOTIVE,0,Quito,Pichincha,A,14,A,0,A,0,40.0,40.0,40.0 +1552,48,BABY CARE,1,Quito,Pichincha,A,14,A,0,A,0,0.0,0.0,0.0 +1553,48,BEAUTY,2,Quito,Pichincha,A,14,A,0,A,0,37.17000000000007,37.17000000000007,37.17000000000007 +1554,48,BEVERAGES,3,Quito,Pichincha,A,14,A,0,A,0,11510.180000000004,11510.180000000004,11510.180000000004 +1555,48,BOOKS,4,Quito,Pichincha,A,14,A,0,A,0,1.0,1.0,1.0 +1556,48,BREAD/BAKERY,5,Quito,Pichincha,A,14,A,0,A,0,1730.0,1730.0,1730.0 +1557,48,CELEBRATION,6,Quito,Pichincha,A,14,A,0,A,0,58.0,58.0,58.0 +1558,48,CLEANING,7,Quito,Pichincha,A,14,A,0,A,0,4885.360000000001,4885.360000000001,4885.360000000001 +1559,48,DAIRY,8,Quito,Pichincha,A,14,A,0,A,0,2952.51,2952.51,2952.51 +1560,48,DELI,9,Quito,Pichincha,A,14,A,0,A,0,1459.2923700000003,1459.2923700000003,1459.2923700000003 +1561,48,EGGS,10,Quito,Pichincha,A,14,A,0,A,0,362.1700000000001,362.1700000000001,362.1700000000001 +1562,48,FROZEN FOODS,11,Quito,Pichincha,A,14,A,0,A,0,3179.4496030000078,3179.4496030000078,3179.4496030000078 +1563,48,GROCERY I,12,Quito,Pichincha,A,14,A,0,A,0,17654.87000000001,17654.87000000001,17654.87000000001 +1564,48,GROCERY II,13,Quito,Pichincha,A,14,A,0,A,0,134.17000000000007,134.17000000000007,134.17000000000007 +1565,48,HARDWARE,14,Quito,Pichincha,A,14,A,0,A,0,5.0,5.0,5.0 +1566,48,HOME AND KITCHEN I,15,Quito,Pichincha,A,14,A,0,A,0,165.34000000000017,165.34000000000017,165.34000000000017 +1567,48,HOME AND KITCHEN II,16,Quito,Pichincha,A,14,A,0,A,0,244.08000000000172,244.08000000000172,244.08000000000172 +1568,48,HOME APPLIANCES,17,Quito,Pichincha,A,14,A,0,A,0,5.0,5.0,5.0 +1569,48,HOME CARE,18,Quito,Pichincha,A,14,A,0,A,0,1412.0,1412.0,1412.0 +1570,48,LADIESWEAR,19,Quito,Pichincha,A,14,A,0,A,0,86.0,86.0,86.0 +1571,48,LAWN AND GARDEN,20,Quito,Pichincha,A,14,A,0,A,0,30.170000000000076,30.170000000000076,30.170000000000076 +1572,48,LINGERIE,21,Quito,Pichincha,A,14,A,0,A,0,28.0,28.0,28.0 +1573,48,"LIQUOR,WINE,BEER",22,Quito,Pichincha,A,14,A,0,A,0,663.0,663.0,663.0 +1574,48,MAGAZINES,23,Quito,Pichincha,A,14,A,0,A,0,21.0,21.0,21.0 +1575,48,MEATS,24,Quito,Pichincha,A,14,A,0,A,0,1986.906820000002,1986.906820000002,1986.906820000002 +1576,48,PERSONAL CARE,25,Quito,Pichincha,A,14,A,0,A,0,1869.5300000000009,1869.5300000000009,1869.5300000000009 +1577,48,PET SUPPLIES,26,Quito,Pichincha,A,14,A,0,A,0,39.17000000000007,39.17000000000007,39.17000000000007 +1578,48,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,A,14,A,0,A,0,64.0,64.0,64.0 +1579,48,POULTRY,28,Quito,Pichincha,A,14,A,0,A,0,2049.072270000001,2049.072270000001,2049.072270000001 +1580,48,PREPARED FOODS,29,Quito,Pichincha,A,14,A,0,A,0,307.34387000000027,307.34387000000027,307.34387000000027 +1581,48,PRODUCE,30,Quito,Pichincha,A,14,A,0,A,0,4619.153520000003,4619.153520000003,4619.153520000003 +1582,48,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,A,14,A,0,A,0,399.3300000000036,399.3300000000036,399.3300000000036 +1583,48,SEAFOOD,32,Quito,Pichincha,A,14,A,0,A,0,73.45057000000003,73.45057000000003,73.45057000000003 +1584,49,AUTOMOTIVE,0,Quito,Pichincha,A,11,A,0,A,0,28.0,28.0,28.0 +1585,49,BABY CARE,1,Quito,Pichincha,A,11,A,0,A,0,0.0,0.0,0.0 +1586,49,BEAUTY,2,Quito,Pichincha,A,11,A,0,A,0,26.0,26.0,26.0 +1587,49,BEVERAGES,3,Quito,Pichincha,A,11,A,0,A,0,12628.930000000002,12628.930000000002,12628.930000000002 +1588,49,BOOKS,4,Quito,Pichincha,A,11,A,0,A,0,5.0,5.0,5.0 +1589,49,BREAD/BAKERY,5,Quito,Pichincha,A,11,A,0,A,0,1934.1827400000009,1934.1827400000009,1934.1827400000009 +1590,49,CELEBRATION,6,Quito,Pichincha,A,11,A,0,A,0,74.17000000000007,74.17000000000007,74.17000000000007 +1591,49,CLEANING,7,Quito,Pichincha,A,11,A,0,A,0,3104.210000000001,3104.210000000001,3104.210000000001 +1592,49,DAIRY,8,Quito,Pichincha,A,11,A,0,A,0,3766.7000000000007,3766.7000000000007,3766.7000000000007 +1593,49,DELI,9,Quito,Pichincha,A,11,A,0,A,0,726.9393600000005,726.9393600000005,726.9393600000005 +1594,49,EGGS,10,Quito,Pichincha,A,11,A,0,A,0,745.1700000000001,745.1700000000001,745.1700000000001 +1595,49,FROZEN FOODS,11,Quito,Pichincha,A,11,A,0,A,0,2614.6186100000077,2614.6186100000077,2614.6186100000077 +1596,49,GROCERY I,12,Quito,Pichincha,A,11,A,0,A,0,13759.27000000004,13759.27000000004,13759.27000000004 +1597,49,GROCERY II,13,Quito,Pichincha,A,11,A,0,A,0,137.34000000000017,137.34000000000017,137.34000000000017 +1598,49,HARDWARE,14,Quito,Pichincha,A,11,A,0,A,0,8.0,8.0,8.0 +1599,49,HOME AND KITCHEN I,15,Quito,Pichincha,A,11,A,0,A,0,236.5500000000011,236.5500000000011,236.5500000000011 +1600,49,HOME AND KITCHEN II,16,Quito,Pichincha,A,11,A,0,A,0,132.02000000000044,132.02000000000044,132.02000000000044 +1601,49,HOME APPLIANCES,17,Quito,Pichincha,A,11,A,0,A,0,5.0,5.0,5.0 +1602,49,HOME CARE,18,Quito,Pichincha,A,11,A,0,A,0,862.5300000000007,862.5300000000007,862.5300000000007 +1603,49,LADIESWEAR,19,Quito,Pichincha,A,11,A,0,A,0,44.0,44.0,44.0 +1604,49,LAWN AND GARDEN,20,Quito,Pichincha,A,11,A,0,A,0,62.0,62.0,62.0 +1605,49,LINGERIE,21,Quito,Pichincha,A,11,A,0,A,0,32.0,32.0,32.0 +1606,49,"LIQUOR,WINE,BEER",22,Quito,Pichincha,A,11,A,0,A,0,737.8500000000004,737.8500000000004,737.8500000000004 +1607,49,MAGAZINES,23,Quito,Pichincha,A,11,A,0,A,0,36.17000000000007,36.17000000000007,36.17000000000007 +1608,49,MEATS,24,Quito,Pichincha,A,11,A,0,A,0,1649.0592100000006,1649.0592100000006,1649.0592100000006 +1609,49,PERSONAL CARE,25,Quito,Pichincha,A,11,A,0,A,0,931.1900000000004,931.1900000000004,931.1900000000004 +1610,49,PET SUPPLIES,26,Quito,Pichincha,A,11,A,0,A,0,38.0,38.0,38.0 +1611,49,PLAYERS AND ELECTRONICS,27,Quito,Pichincha,A,11,A,0,A,0,83.17000000000007,83.17000000000007,83.17000000000007 +1612,49,POULTRY,28,Quito,Pichincha,A,11,A,0,A,0,1731.6882870000004,1731.6882870000004,1731.6882870000004 +1613,49,PREPARED FOODS,29,Quito,Pichincha,A,11,A,0,A,0,485.8823400000005,485.8823400000005,485.8823400000005 +1614,49,PRODUCE,30,Quito,Pichincha,A,11,A,0,A,0,12149.222960000005,12149.222960000005,12149.222960000005 +1615,49,SCHOOL AND OFFICE SUPPLIES,31,Quito,Pichincha,A,11,A,0,A,0,192.34000000000012,192.34000000000012,192.34000000000012 +1616,49,SEAFOOD,32,Quito,Pichincha,A,11,A,0,A,0,159.4948400000001,159.4948400000001,159.4948400000001 +1617,50,AUTOMOTIVE,0,Ambato,Tungurahua,A,14,A,0,A,0,32.0,32.0,32.0 +1618,50,BABY CARE,1,Ambato,Tungurahua,A,14,A,0,A,0,0.0,0.0,0.0 +1619,50,BEAUTY,2,Ambato,Tungurahua,A,14,A,0,A,0,23.0,23.0,23.0 +1620,50,BEVERAGES,3,Ambato,Tungurahua,A,14,A,0,A,0,8357.650000000003,8357.650000000003,8357.650000000003 +1621,50,BOOKS,4,Ambato,Tungurahua,A,14,A,0,A,0,4.0,4.0,4.0 +1622,50,BREAD/BAKERY,5,Ambato,Tungurahua,A,14,A,0,A,0,1079.91011,1079.91011,1079.91011 +1623,50,CELEBRATION,6,Ambato,Tungurahua,A,14,A,0,A,0,103.0,103.0,103.0 +1624,50,CLEANING,7,Ambato,Tungurahua,A,14,A,0,A,0,2941.040000000001,2941.040000000001,2941.040000000001 +1625,50,DAIRY,8,Ambato,Tungurahua,A,14,A,0,A,0,2020.7200000000007,2020.7200000000007,2020.7200000000007 +1626,50,DELI,9,Ambato,Tungurahua,A,14,A,0,A,0,843.6799400000004,843.6799400000004,843.6799400000004 +1627,50,EGGS,10,Ambato,Tungurahua,A,14,A,0,A,0,221.0,221.0,221.0 +1628,50,FROZEN FOODS,11,Ambato,Tungurahua,A,14,A,0,A,0,3272.8947100000046,3272.8947100000046,3272.8947100000046 +1629,50,GROCERY I,12,Ambato,Tungurahua,A,14,A,0,A,0,11620.380000000008,11620.380000000008,11620.380000000008 +1630,50,GROCERY II,13,Ambato,Tungurahua,A,14,A,0,A,0,188.51000000000025,188.51000000000025,188.51000000000025 +1631,50,HARDWARE,14,Ambato,Tungurahua,A,14,A,0,A,0,8.0,8.0,8.0 +1632,50,HOME AND KITCHEN I,15,Ambato,Tungurahua,A,14,A,0,A,0,259.1900000000005,259.1900000000005,259.1900000000005 +1633,50,HOME AND KITCHEN II,16,Ambato,Tungurahua,A,14,A,0,A,0,418.5500000000011,418.5500000000011,418.5500000000011 +1634,50,HOME APPLIANCES,17,Ambato,Tungurahua,A,14,A,0,A,0,5.0,5.0,5.0 +1635,50,HOME CARE,18,Ambato,Tungurahua,A,14,A,0,A,0,832.0,832.0,832.0 +1636,50,LADIESWEAR,19,Ambato,Tungurahua,A,14,A,0,A,0,58.17000000000007,58.17000000000007,58.17000000000007 +1637,50,LAWN AND GARDEN,20,Ambato,Tungurahua,A,14,A,0,A,0,23.170000000000076,23.170000000000076,23.170000000000076 +1638,50,LINGERIE,21,Ambato,Tungurahua,A,14,A,0,A,0,28.170000000000076,28.170000000000076,28.170000000000076 +1639,50,"LIQUOR,WINE,BEER",22,Ambato,Tungurahua,A,14,A,0,A,0,476.8700000000008,476.8700000000008,476.8700000000008 +1640,50,MAGAZINES,23,Ambato,Tungurahua,A,14,A,0,A,0,25.0,25.0,25.0 +1641,50,MEATS,24,Ambato,Tungurahua,A,14,A,0,A,0,1142.5727700000002,1142.5727700000002,1142.5727700000002 +1642,50,PERSONAL CARE,25,Ambato,Tungurahua,A,14,A,0,A,0,1063.0200000000004,1063.0200000000004,1063.0200000000004 +1643,50,PET SUPPLIES,26,Ambato,Tungurahua,A,14,A,0,A,0,25.0,25.0,25.0 +1644,50,PLAYERS AND ELECTRONICS,27,Ambato,Tungurahua,A,14,A,0,A,0,54.17000000000007,54.17000000000007,54.17000000000007 +1645,50,POULTRY,28,Ambato,Tungurahua,A,14,A,0,A,0,769.23451,769.23451,769.23451 +1646,50,PREPARED FOODS,29,Ambato,Tungurahua,A,14,A,0,A,0,245.8350517000001,245.8350517000001,245.8350517000001 +1647,50,PRODUCE,30,Ambato,Tungurahua,A,14,A,0,A,0,3759.6152500000017,3759.6152500000017,3759.6152500000017 +1648,50,SCHOOL AND OFFICE SUPPLIES,31,Ambato,Tungurahua,A,14,A,0,A,0,261.8700000000008,261.8700000000008,261.8700000000008 +1649,50,SEAFOOD,32,Ambato,Tungurahua,A,14,A,0,A,0,50.212100000000085,50.212100000000085,50.212100000000085 +1650,51,AUTOMOTIVE,0,Guayaquil,Guayas,A,17,A,0,A,0,20.0,20.0,20.0 +1651,51,BABY CARE,1,Guayaquil,Guayas,A,17,A,0,A,0,0.0,0.0,0.0 +1652,51,BEAUTY,2,Guayaquil,Guayas,A,17,A,0,A,0,14.0,14.0,14.0 +1653,51,BEVERAGES,3,Guayaquil,Guayas,A,17,A,0,A,0,8079.550000000001,8079.550000000001,8079.550000000001 +1654,51,BOOKS,4,Guayaquil,Guayas,A,17,A,0,A,0,4.0,4.0,4.0 +1655,51,BREAD/BAKERY,5,Guayaquil,Guayas,A,17,A,0,A,0,1433.5735500000008,1433.5735500000008,1433.5735500000008 +1656,51,CELEBRATION,6,Guayaquil,Guayas,A,17,A,0,A,0,40.0,40.0,40.0 +1657,51,CLEANING,7,Guayaquil,Guayas,A,17,A,0,A,0,2241.870000000001,2241.870000000001,2241.870000000001 +1658,51,DAIRY,8,Guayaquil,Guayas,A,17,A,0,A,0,2549.870000000001,2549.870000000001,2549.870000000001 +1659,51,DELI,9,Guayaquil,Guayas,A,17,A,0,A,0,453.9261600000001,453.9261600000001,453.9261600000001 +1660,51,EGGS,10,Guayaquil,Guayas,A,17,A,0,A,0,518.0,518.0,518.0 +1661,51,FROZEN FOODS,11,Guayaquil,Guayas,A,17,A,0,A,0,1823.2696630000048,1823.2696630000048,1823.2696630000048 +1662,51,GROCERY I,12,Guayaquil,Guayas,A,17,A,0,A,0,8581.560000000005,8581.560000000005,8581.560000000005 +1663,51,GROCERY II,13,Guayaquil,Guayas,A,17,A,0,A,0,123.0,123.0,123.0 +1664,51,HARDWARE,14,Guayaquil,Guayas,A,17,A,0,A,0,7.0,7.0,7.0 +1665,51,HOME AND KITCHEN I,15,Guayaquil,Guayas,A,17,A,0,A,0,117.68000000000028,117.68000000000028,117.68000000000028 +1666,51,HOME AND KITCHEN II,16,Guayaquil,Guayas,A,17,A,0,A,0,174.8700000000008,174.8700000000008,174.8700000000008 +1667,51,HOME APPLIANCES,17,Guayaquil,Guayas,A,17,A,0,A,0,5.0,5.0,5.0 +1668,51,HOME CARE,18,Guayaquil,Guayas,A,17,A,0,A,0,538.5100000000002,538.5100000000002,538.5100000000002 +1669,51,LADIESWEAR,19,Guayaquil,Guayas,A,17,A,0,A,0,18.0,18.0,18.0 +1670,51,LAWN AND GARDEN,20,Guayaquil,Guayas,A,17,A,0,A,0,84.0,84.0,84.0 +1671,51,LINGERIE,21,Guayaquil,Guayas,A,17,A,0,A,0,30.0,30.0,30.0 +1672,51,"LIQUOR,WINE,BEER",22,Guayaquil,Guayas,A,17,A,0,A,0,609.5100000000002,609.5100000000002,609.5100000000002 +1673,51,MAGAZINES,23,Guayaquil,Guayas,A,17,A,0,A,0,26.170000000000076,26.170000000000076,26.170000000000076 +1674,51,MEATS,24,Guayaquil,Guayas,A,17,A,0,A,0,1200.1186500000003,1200.1186500000003,1200.1186500000003 +1675,51,PERSONAL CARE,25,Guayaquil,Guayas,A,17,A,0,A,0,573.0,573.0,573.0 +1676,51,PET SUPPLIES,26,Guayaquil,Guayas,A,17,A,0,A,0,37.0,37.0,37.0 +1677,51,PLAYERS AND ELECTRONICS,27,Guayaquil,Guayas,A,17,A,0,A,0,29.170000000000076,29.170000000000076,29.170000000000076 +1678,51,POULTRY,28,Guayaquil,Guayas,A,17,A,0,A,0,4033.260710000005,4033.260710000005,4033.260710000005 +1679,51,PREPARED FOODS,29,Guayaquil,Guayas,A,17,A,0,A,0,304.98857000000004,304.98857000000004,304.98857000000004 +1680,51,PRODUCE,30,Guayaquil,Guayas,A,17,A,0,A,0,8988.38046,8988.38046,8988.38046 +1681,51,SCHOOL AND OFFICE SUPPLIES,31,Guayaquil,Guayas,A,17,A,0,A,0,111.17000000000009,111.17000000000009,111.17000000000009 +1682,51,SEAFOOD,32,Guayaquil,Guayas,A,17,A,0,A,0,119.79320415,119.79320415,119.79320415 +1683,52,AUTOMOTIVE,0,Manta,Manabi,A,11,A,0,A,0,20.170000000000076,20.170000000000076,20.170000000000076 +1684,52,BABY CARE,1,Manta,Manabi,A,11,A,0,A,0,0.0,0.0,0.0 +1685,52,BEAUTY,2,Manta,Manabi,A,11,A,0,A,0,12.0,12.0,12.0 +1686,52,BEVERAGES,3,Manta,Manabi,A,11,A,0,A,0,5953.740000000002,5953.740000000002,5953.740000000002 +1687,52,BOOKS,4,Manta,Manabi,A,11,A,0,A,0,0.0,0.0,0.0 +1688,52,BREAD/BAKERY,5,Manta,Manabi,A,11,A,0,A,0,1052.668660000001,1052.668660000001,1052.668660000001 +1689,52,CELEBRATION,6,Manta,Manabi,A,11,A,0,A,0,17.170000000000073,17.170000000000073,17.170000000000073 +1690,52,CLEANING,7,Manta,Manabi,A,11,A,0,A,0,2145.890000000001,2145.890000000001,2145.890000000001 +1691,52,DAIRY,8,Manta,Manabi,A,11,A,0,A,0,1533.8500000000004,1533.8500000000004,1533.8500000000004 +1692,52,DELI,9,Manta,Manabi,A,11,A,0,A,0,502.29817000000014,502.29817000000014,502.29817000000014 +1693,52,EGGS,10,Manta,Manabi,A,11,A,0,A,0,273.1700000000001,273.1700000000001,273.1700000000001 +1694,52,FROZEN FOODS,11,Manta,Manabi,A,11,A,0,A,0,470.3111200000009,470.3111200000009,470.3111200000009 +1695,52,GROCERY I,12,Manta,Manabi,A,11,A,0,A,0,8089.700000000001,8089.700000000001,8089.700000000001 +1696,52,GROCERY II,13,Manta,Manabi,A,11,A,0,A,0,64.34000000000015,64.34000000000015,64.34000000000015 +1697,52,HARDWARE,14,Manta,Manabi,A,11,A,0,A,0,6.0,6.0,6.0 +1698,52,HOME AND KITCHEN I,15,Manta,Manabi,A,11,A,0,A,0,84.17000000000007,84.17000000000007,84.17000000000007 +1699,52,HOME AND KITCHEN II,16,Manta,Manabi,A,11,A,0,A,0,75.17000000000007,75.17000000000007,75.17000000000007 +1700,52,HOME APPLIANCES,17,Manta,Manabi,A,11,A,0,A,0,2.0,2.0,2.0 +1701,52,HOME CARE,18,Manta,Manabi,A,11,A,0,A,0,527.1900000000005,527.1900000000005,527.1900000000005 +1702,52,LADIESWEAR,19,Manta,Manabi,A,11,A,0,A,0,18.0,18.0,18.0 +1703,52,LAWN AND GARDEN,20,Manta,Manabi,A,11,A,0,A,0,84.17000000000007,84.17000000000007,84.17000000000007 +1704,52,LINGERIE,21,Manta,Manabi,A,11,A,0,A,0,14.170000000000073,14.170000000000073,14.170000000000073 +1705,52,"LIQUOR,WINE,BEER",22,Manta,Manabi,A,11,A,0,A,0,318.3600000000006,318.3600000000006,318.3600000000006 +1706,52,MAGAZINES,23,Manta,Manabi,A,11,A,0,A,0,17.0,17.0,17.0 +1707,52,MEATS,24,Manta,Manabi,A,11,A,0,A,0,661.5105351000024,661.5105351000024,661.5105351000024 +1708,52,PERSONAL CARE,25,Manta,Manabi,A,11,A,0,A,0,545.0,545.0,545.0 +1709,52,PET SUPPLIES,26,Manta,Manabi,A,11,A,0,A,0,20.0,20.0,20.0 +1710,52,PLAYERS AND ELECTRONICS,27,Manta,Manabi,A,11,A,0,A,0,40.17000000000007,40.17000000000007,40.17000000000007 +1711,52,POULTRY,28,Manta,Manabi,A,11,A,0,A,0,651.6986600000001,651.6986600000001,651.6986600000001 +1712,52,PREPARED FOODS,29,Manta,Manabi,A,11,A,0,A,0,168.08452000000014,168.08452000000014,168.08452000000014 +1713,52,PRODUCE,30,Manta,Manabi,A,11,A,0,A,0,6264.511940000003,6264.511940000003,6264.511940000003 +1714,52,SCHOOL AND OFFICE SUPPLIES,31,Manta,Manabi,A,11,A,0,A,0,26.19000000000051,26.19000000000051,26.19000000000051 +1715,52,SEAFOOD,32,Manta,Manabi,A,11,A,0,A,0,16.0,16.0,16.0 +1716,53,AUTOMOTIVE,0,Manta,Manabi,D,13,D,3,D,3,22.0,22.0,22.0 +1717,53,BABY CARE,1,Manta,Manabi,D,13,D,3,D,3,0.0,0.0,0.0 +1718,53,BEAUTY,2,Manta,Manabi,D,13,D,3,D,3,16.170000000000073,16.170000000000073,16.170000000000073 +1719,53,BEVERAGES,3,Manta,Manabi,D,13,D,3,D,3,4407.510000000008,4407.510000000008,4407.510000000008 +1720,53,BOOKS,4,Manta,Manabi,D,13,D,3,D,3,1.0,1.0,1.0 +1721,53,BREAD/BAKERY,5,Manta,Manabi,D,13,D,3,D,3,1075.9874600000005,1075.9874600000005,1075.9874600000005 +1722,53,CELEBRATION,6,Manta,Manabi,D,13,D,3,D,3,29.0,29.0,29.0 +1723,53,CLEANING,7,Manta,Manabi,D,13,D,3,D,3,2305.890000000001,2305.890000000001,2305.890000000001 +1724,53,DAIRY,8,Manta,Manabi,D,13,D,3,D,3,1199.0800000000015,1199.0800000000015,1199.0800000000015 +1725,53,DELI,9,Manta,Manabi,D,13,D,3,D,3,521.34442,521.34442,521.34442 +1726,53,EGGS,10,Manta,Manabi,D,13,D,3,D,3,200.34000000000012,200.34000000000012,200.34000000000012 +1727,53,FROZEN FOODS,11,Manta,Manabi,D,13,D,3,D,3,816.4657849000012,816.4657849000012,816.4657849000012 +1728,53,GROCERY I,12,Manta,Manabi,D,13,D,3,D,3,6641.160000000004,6641.160000000004,6641.160000000004 +1729,53,GROCERY II,13,Manta,Manabi,D,13,D,3,D,3,50.19000000000051,50.19000000000051,50.19000000000051 +1730,53,HARDWARE,14,Manta,Manabi,D,13,D,3,D,3,6.0,6.0,6.0 +1731,53,HOME AND KITCHEN I,15,Manta,Manabi,D,13,D,3,D,3,78.17000000000007,78.17000000000007,78.17000000000007 +1732,53,HOME AND KITCHEN II,16,Manta,Manabi,D,13,D,3,D,3,79.34000000000015,79.34000000000015,79.34000000000015 +1733,53,HOME APPLIANCES,17,Manta,Manabi,D,13,D,3,D,3,2.0,2.0,2.0 +1734,53,HOME CARE,18,Manta,Manabi,D,13,D,3,D,3,485.8700000000008,485.8700000000008,485.8700000000008 +1735,53,LADIESWEAR,19,Manta,Manabi,D,13,D,3,D,3,18.0,18.0,18.0 +1736,53,LAWN AND GARDEN,20,Manta,Manabi,D,13,D,3,D,3,30.170000000000076,30.170000000000076,30.170000000000076 +1737,53,LINGERIE,21,Manta,Manabi,D,13,D,3,D,3,19.0,19.0,19.0 +1738,53,"LIQUOR,WINE,BEER",22,Manta,Manabi,D,13,D,3,D,3,502.8800000000047,502.8800000000047,502.8800000000047 +1739,53,MAGAZINES,23,Manta,Manabi,D,13,D,3,D,3,12.0,12.0,12.0 +1740,53,MEATS,24,Manta,Manabi,D,13,D,3,D,3,525.0528800000002,525.0528800000002,525.0528800000002 +1741,53,PERSONAL CARE,25,Manta,Manabi,D,13,D,3,D,3,663.5100000000002,663.5100000000002,663.5100000000002 +1742,53,PET SUPPLIES,26,Manta,Manabi,D,13,D,3,D,3,12.0,12.0,12.0 +1743,53,PLAYERS AND ELECTRONICS,27,Manta,Manabi,D,13,D,3,D,3,20.0,20.0,20.0 +1744,53,POULTRY,28,Manta,Manabi,D,13,D,3,D,3,465.5676000000003,465.5676000000003,465.5676000000003 +1745,53,PREPARED FOODS,29,Manta,Manabi,D,13,D,3,D,3,166.02347000000006,166.02347000000006,166.02347000000006 +1746,53,PRODUCE,30,Manta,Manabi,D,13,D,3,D,3,4147.2967,4147.2967,4147.2967 +1747,53,SCHOOL AND OFFICE SUPPLIES,31,Manta,Manabi,D,13,D,3,D,3,7.0,7.0,7.0 +1748,53,SEAFOOD,32,Manta,Manabi,D,13,D,3,D,3,18.0,18.0,18.0 +1749,54,AUTOMOTIVE,0,El Carmen,Manabi,C,3,C,2,C,2,16.0,16.0,16.0 +1750,54,BABY CARE,1,El Carmen,Manabi,C,3,C,2,C,2,3.0,3.0,3.0 +1751,54,BEAUTY,2,El Carmen,Manabi,C,3,C,2,C,2,4.0,4.0,4.0 +1752,54,BEVERAGES,3,El Carmen,Manabi,C,3,C,2,C,2,4706.740000000009,4706.740000000009,4706.740000000009 +1753,54,BOOKS,4,El Carmen,Manabi,C,3,C,2,C,2,0.0,0.0,0.0 +1754,54,BREAD/BAKERY,5,El Carmen,Manabi,C,3,C,2,C,2,454.0,454.0,454.0 +1755,54,CELEBRATION,6,El Carmen,Manabi,C,3,C,2,C,2,14.170000000000073,14.170000000000073,14.170000000000073 +1756,54,CLEANING,7,El Carmen,Manabi,C,3,C,2,C,2,2191.51,2191.51,2191.51 +1757,54,DAIRY,8,El Carmen,Manabi,C,3,C,2,C,2,467.6800000000003,467.6800000000003,467.6800000000003 +1758,54,DELI,9,El Carmen,Manabi,C,3,C,2,C,2,389.0200000000005,389.0200000000005,389.0200000000005 +1759,54,EGGS,10,El Carmen,Manabi,C,3,C,2,C,2,206.0,206.0,206.0 +1760,54,FROZEN FOODS,11,El Carmen,Manabi,C,3,C,2,C,2,216.58660170000005,216.58660170000005,216.58660170000005 +1761,54,GROCERY I,12,El Carmen,Manabi,C,3,C,2,C,2,5350.68,5350.68,5350.68 +1762,54,GROCERY II,13,El Carmen,Manabi,C,3,C,2,C,2,30.0,30.0,30.0 +1763,54,HARDWARE,14,El Carmen,Manabi,C,3,C,2,C,2,5.0,5.0,5.0 +1764,54,HOME AND KITCHEN I,15,El Carmen,Manabi,C,3,C,2,C,2,65.0,65.0,65.0 +1765,54,HOME AND KITCHEN II,16,El Carmen,Manabi,C,3,C,2,C,2,40.17000000000007,40.17000000000007,40.17000000000007 +1766,54,HOME APPLIANCES,17,El Carmen,Manabi,C,3,C,2,C,2,2.0,2.0,2.0 +1767,54,HOME CARE,18,El Carmen,Manabi,C,3,C,2,C,2,426.8500000000004,426.8500000000004,426.8500000000004 +1768,54,LADIESWEAR,19,El Carmen,Manabi,C,3,C,2,C,2,0.0,0.0,0.0 +1769,54,LAWN AND GARDEN,20,El Carmen,Manabi,C,3,C,2,C,2,0.0,0.0,0.0 +1770,54,LINGERIE,21,El Carmen,Manabi,C,3,C,2,C,2,17.0,17.0,17.0 +1771,54,"LIQUOR,WINE,BEER",22,El Carmen,Manabi,C,3,C,2,C,2,106.85000000000036,106.85000000000036,106.85000000000036 +1772,54,MAGAZINES,23,El Carmen,Manabi,C,3,C,2,C,2,4.0,4.0,4.0 +1773,54,MEATS,24,El Carmen,Manabi,C,3,C,2,C,2,97.32164,97.32164,97.32164 +1774,54,PERSONAL CARE,25,El Carmen,Manabi,C,3,C,2,C,2,404.34000000000015,404.34000000000015,404.34000000000015 +1775,54,PET SUPPLIES,26,El Carmen,Manabi,C,3,C,2,C,2,2.0,2.0,2.0 +1776,54,PLAYERS AND ELECTRONICS,27,El Carmen,Manabi,C,3,C,2,C,2,11.0,11.0,11.0 +1777,54,POULTRY,28,El Carmen,Manabi,C,3,C,2,C,2,137.62243000000024,137.62243000000024,137.62243000000024 +1778,54,PREPARED FOODS,29,El Carmen,Manabi,C,3,C,2,C,2,133.34000000000017,133.34000000000017,133.34000000000017 +1779,54,PRODUCE,30,El Carmen,Manabi,C,3,C,2,C,2,981.99862,981.99862,981.99862 +1780,54,SCHOOL AND OFFICE SUPPLIES,31,El Carmen,Manabi,C,3,C,2,C,2,16.0,16.0,16.0 +1781,54,SEAFOOD,32,El Carmen,Manabi,C,3,C,2,C,2,10.0,10.0,10.0 diff --git a/Store_Sales/input_multimodal/node_level_task_graphs/store_family_relation_graph/edge_infos.csv b/Store_Sales/input_multimodal/node_level_task_graphs/store_family_relation_graph/edge_infos.csv new file mode 100644 index 0000000000000000000000000000000000000000..9a7d50b11dd2c23bb5762e9c2e1cd73cd501db8a --- /dev/null +++ b/Store_Sales/input_multimodal/node_level_task_graphs/store_family_relation_graph/edge_infos.csv @@ -0,0 +1,75736 @@ +src_id,dst_id,weight +0,1,1.0 +0,2,1.0 +0,3,1.0 +0,4,1.0 +0,5,1.0 +0,6,1.0 +0,7,1.0 +0,8,1.0 +0,9,1.0 +0,10,1.0 +0,11,1.0 +0,12,1.0 +0,13,1.0 +0,14,1.0 +0,15,1.0 +0,16,1.0 +0,17,1.0 +0,18,1.0 +0,19,1.0 +0,20,1.0 +0,21,1.0 +0,22,1.0 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+1779,1780,1.0 +1779,1781,1.0 +1780,1781,1.0 diff --git a/Store_Sales/input_multimodal/node_level_task_graphs/store_family_relation_graph/graph.yaml b/Store_Sales/input_multimodal/node_level_task_graphs/store_family_relation_graph/graph.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7f27b8304d042a03e0e3c04a00935e3f679ea43d --- /dev/null +++ b/Store_Sales/input_multimodal/node_level_task_graphs/store_family_relation_graph/graph.yaml @@ -0,0 +1,28 @@ +graph_id: store_family_relation_graph +graph_type: static +graph_level: node_level_task_graphs +directed: false +weighted: false +description: > + Undirected relation graph over (store_nbr, family) episode_id nodes. + edge_infos.csv lists edges with a uniform weight column (all 1.0) for + tabular schema compatibility; the graph is treated as unweighted in + downstream tasks. Edge types: same-city cross-store same-family (local + spillover), same-store cross-family (basket co-occurrence), cross-city + same-family (global category trend). + +node_set: all_samples + +file_name: edge_infos.csv + +self_loop: false + +edge_features: + available: false + feature_name: [] + +allowed_tasks: + - store_type_classification + - peak_sales_capacity_regression + - sales_flow_forecasting + - ego_centric_spillover_risk_ranking diff --git a/Store_Sales/input_multimodal/time_series/dcoilwtico/dcoilwtico.h5 b/Store_Sales/input_multimodal/time_series/dcoilwtico/dcoilwtico.h5 new file mode 100644 index 0000000000000000000000000000000000000000..7845f4b2d8fb07624d054bb4bb972efbde5df895 --- /dev/null +++ b/Store_Sales/input_multimodal/time_series/dcoilwtico/dcoilwtico.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71113dc9583c8b2f4abf31e1e61e8acebc398632502c4c570093bc1f0b17ab03 +size 24111336 diff --git a/Store_Sales/input_multimodal/time_series/dcoilwtico/series.yaml b/Store_Sales/input_multimodal/time_series/dcoilwtico/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d0f935447035e1554e2adeedb9c2293a22d519f9 --- /dev/null +++ b/Store_Sales/input_multimodal/time_series/dcoilwtico/series.yaml @@ -0,0 +1,16 @@ +series_id: dcoilwtico +series_type: sample_level +temporal_granularity: 86400 +file_name: dcoilwtico.h5 +variables_mode: single +variables: + dcoilwtico: + dtype: float + description: Daily oil price broadcast to each episode_id. +index: + id_colunm: episode_id + time_column: timestamp + feature_column: + - dcoilwtico +missing_policy: + missing_timetamp: fill_zero diff --git a/Store_Sales/input_multimodal/time_series/is_holiday/is_holiday.h5 b/Store_Sales/input_multimodal/time_series/is_holiday/is_holiday.h5 new file mode 100644 index 0000000000000000000000000000000000000000..02448b718ede9d8fd5a136e915ec12345abd8250 --- /dev/null +++ b/Store_Sales/input_multimodal/time_series/is_holiday/is_holiday.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c55b109d23f596c22910512b97c437e74c65117384054081e54d36609d436555 +size 3055224 diff --git a/Store_Sales/input_multimodal/time_series/is_holiday/series.yaml b/Store_Sales/input_multimodal/time_series/is_holiday/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..36fbdeef1738568ddb076004dcd8708ee3e2e228 --- /dev/null +++ b/Store_Sales/input_multimodal/time_series/is_holiday/series.yaml @@ -0,0 +1,16 @@ +series_id: is_holiday +series_type: sample_level +temporal_granularity: 86400 +file_name: is_holiday.h5 +variables_mode: single +variables: + is_holiday: + dtype: int8 + description: Cleaned holiday indicator broadcast to each episode_id. +index: + id_colunm: episode_id + time_column: timestamp + feature_column: + - is_holiday +missing_policy: + missing_timetamp: fill_zero diff --git a/Store_Sales/input_multimodal/time_series/onpromotion/onpromotion.h5 b/Store_Sales/input_multimodal/time_series/onpromotion/onpromotion.h5 new file mode 100644 index 0000000000000000000000000000000000000000..63e7280252bb4bbb439a41f793538d85a54a0663 --- /dev/null +++ b/Store_Sales/input_multimodal/time_series/onpromotion/onpromotion.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbafc60691e477682dbe257abbbd6daba1d4ac5ddcea4f63e1ee7e813f387f5c +size 24111336 diff --git a/Store_Sales/input_multimodal/time_series/onpromotion/series.yaml b/Store_Sales/input_multimodal/time_series/onpromotion/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..234861473ec04a0d86e20dbfecd22e6ffbdd53fe --- /dev/null +++ b/Store_Sales/input_multimodal/time_series/onpromotion/series.yaml @@ -0,0 +1,16 @@ +series_id: onpromotion +series_type: sample_level +temporal_granularity: 86400 +file_name: onpromotion.h5 +variables_mode: single +variables: + onpromotion: + dtype: int + description: Daily onpromotion count for each episode_id. +index: + id_colunm: episode_id + time_column: timestamp + feature_column: + - onpromotion +missing_policy: + missing_timetamp: fill_zero diff --git a/Store_Sales/input_multimodal/time_series/sales/sales.h5 b/Store_Sales/input_multimodal/time_series/sales/sales.h5 new file mode 100644 index 0000000000000000000000000000000000000000..5cf6677957c06a5b6eae98dc2c10e03385979a4c --- /dev/null +++ b/Store_Sales/input_multimodal/time_series/sales/sales.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:245ba7a5b9ba6603b967bc96f6f450a373b568ca7aa56553094916b86c8a4470 +size 24111336 diff --git a/Store_Sales/input_multimodal/time_series/sales/series.yaml b/Store_Sales/input_multimodal/time_series/sales/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..398e068495eb9061db2fc3c63838a338ce8dc285 --- /dev/null +++ b/Store_Sales/input_multimodal/time_series/sales/series.yaml @@ -0,0 +1,16 @@ +series_id: sales +series_type: sample_level +temporal_granularity: 86400 +file_name: sales.h5 +variables_mode: single +variables: + sales: + dtype: float + description: Daily sales value for each episode_id. +index: + id_colunm: episode_id + time_column: timestamp + feature_column: + - sales +missing_policy: + missing_timetamp: fill_zero diff --git a/Store_Sales/tasks/general_task.yaml b/Store_Sales/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7855814901fa2c875c7355f37724d8078333a4af --- /dev/null +++ b/Store_Sales/tasks/general_task.yaml @@ -0,0 +1,68 @@ +# ============================================================ +# Store_Sales_protocol/tasks/general_task.yaml +# ============================================================ +# Purpose: +# - This file contains only processing rules shared by all tasks and naming conventions. + +# Recommended reading order for each task.yaml: +# 1) Start with sample in each task.yaml: what constitutes one sample. +# 2) Read inputs: what the model can access at inference time. +# 3) Read prediction: what the model should predict. +# 4) Finally, read leakage: which columns must be excluded from model inputs. +# ============================================================ + +general_defaults: + # ------------------------------------------------------------ + # Default input processing rules. + # Note: these are processing defaults, not input field defaults. + # These rules specify how to process time series, tabular, or graph inputs when a task uses them, + # but do not automatically add any input fields to a task. + # ------------------------------------------------------------ + input_processing: + tabular_static: + # Unique identifier column for Store Sales nodes (one node = one (store_nbr, family) pair). + # This column is used only to join labels, splits, and metadata. + id_column: episode_id + + time_series: + # Store Sales time series uses timestamp as the time axis and episode_id values as columns. + timestamp_column: timestamp + id_column: episode_id + timezone: UTC + + sampling: + # The Store Sales protocol organizes time series at daily resolution by default. + native_rate: 1day + + # By default, the task resolution matches the native resolution. + task_rate: 1day + + # Aggregation method when task_rate is coarser than native_rate. + downsample_method: mean + + # Interpolation method when task_rate is finer than native_rate (generally not recommended). + upsample_method: ffill + + graph: + # The Store Sales relation graph is static by default. + directed: false + weighted: false + + # ------------------------------------------------------------ + # Standard split names. + # Use these standard values in splits.csv to avoid mixing train/val/valid/dev. + # ------------------------------------------------------------ + split_names: + train: train + validation: validation + test: test + + # ------------------------------------------------------------ + # Inheritance rules. + # A task can set inherit_general: true to inherit this file's processing defaults. + # Note: inheritance only affects default rules such as input_processing / split_names, + # and does not automatically inherit any specific input fields. + # ------------------------------------------------------------ + inheritance: + default_inherit_general: true + merge_strategy: recursive_override diff --git a/Store_Sales/tasks/sales_flow_forecasting/labels.csv b/Store_Sales/tasks/sales_flow_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..b61f3fd0d0f6dcf1e5d0db5131b0ef3b528314b0 --- /dev/null +++ b/Store_Sales/tasks/sales_flow_forecasting/labels.csv @@ -0,0 +1,238 @@ +timestamp,t_index,context_start_index,context_end_index_exclusive,forecast_start_index,forecast_end_index_exclusive,target_series_ref,target_tensor_shape +2013-01-29T00:00:00,28,0,28,29,36,sales_flow_store_sales,"[1782,7,1]" +2013-02-05T00:00:00,35,7,35,36,43,sales_flow_store_sales,"[1782,7,1]" +2013-02-12T00:00:00,42,14,42,43,50,sales_flow_store_sales,"[1782,7,1]" +2013-02-19T00:00:00,49,21,49,50,57,sales_flow_store_sales,"[1782,7,1]" +2013-02-26T00:00:00,56,28,56,57,64,sales_flow_store_sales,"[1782,7,1]" +2013-03-05T00:00:00,63,35,63,64,71,sales_flow_store_sales,"[1782,7,1]" +2013-03-12T00:00:00,70,42,70,71,78,sales_flow_store_sales,"[1782,7,1]" +2013-03-19T00:00:00,77,49,77,78,85,sales_flow_store_sales,"[1782,7,1]" +2013-03-26T00:00:00,84,56,84,85,92,sales_flow_store_sales,"[1782,7,1]" +2013-04-02T00:00:00,91,63,91,92,99,sales_flow_store_sales,"[1782,7,1]" +2013-04-09T00:00:00,98,70,98,99,106,sales_flow_store_sales,"[1782,7,1]" +2013-04-16T00:00:00,105,77,105,106,113,sales_flow_store_sales,"[1782,7,1]" +2013-04-23T00:00:00,112,84,112,113,120,sales_flow_store_sales,"[1782,7,1]" 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b/Store_Sales/tasks/sales_flow_forecasting/task.yaml @@ -0,0 +1,116 @@ +# ============================================================ +# Task: sales_flow_forecasting +# ============================================================ +# Task objective: +# - Use historical sales of Store Sales store-category nodes to predict future sales. +# - This is a timestamp-level time series forecasting task across multiple store-family nodes. +# +# Core semantics: +# - sample is a decision timestamp. +# - inputs are the historical time series available before that timestamp, plus future covariates known at prediction time, such as onpromotion and is_holiday. +# - prediction is each episode's sales sequence over the future horizon. +# - Future sales (protocol time series ID: sales) must be excluded from inputs to prevent label leakage. +# ============================================================ + +task: + id: sales_flow_forecasting + type: time_series_forecasting + description: > + Predict future Store Sales flow from historical sales sequences for all + (store_nbr, family) episodes. Each sample corresponds to one decision + timestamp and uses index-reference labels. + +inherit_general: true + +sample: + primary_key: timestamp + label_mode: index_reference + +inputs: + time_series: + - fields: sales + source: sales_flow_store_sales + window: + length: 28 + unit: day + sampling: + native_rate: 1day + task_rate: 1day + downsample_method: mean + upsample_method: ffill + - fields: onpromotion + source: store_family_known_future_onpromotion + window: + length: 28 + unit: day + sampling: + native_rate: 1day + task_rate: 1day + downsample_method: mean + upsample_method: ffill + - fields: is_holiday + source: store_family_known_future_holiday + window: + length: 28 + unit: day + sampling: + native_rate: 1day + task_rate: 1day + downsample_method: mean + upsample_method: ffill + + tabular_static: + source: store_sales_static_metadata + fields: + - store_nbr + - family + - family_id + - city + - state + - type + - cluster + + graph: + source: store_family_relation_graph + +prediction: + field: sales + source: sales_flow_store_sales + horizon: + length: 7 + unit: day + starts_after: timestamp + stride: 7 + label_storage: + ref_column: target_series_ref + shape_column: target_tensor_shape + +leakage: + observed_past_only_columns: + - sales + known_future_columns: + - onpromotion + - is_holiday + +data_refs: + time_series: + sales_flow_store_sales: + file: Store_Sales_protocol/input_multimodal/time_series/sales/sales.h5 + value_field: sales + native_grid_minutes: 1440 + store_family_known_future_onpromotion: + file: Store_Sales_protocol/input_multimodal/time_series/onpromotion/onpromotion.h5 + value_field: onpromotion + native_grid_minutes: 1440 + store_family_known_future_holiday: + file: Store_Sales_protocol/input_multimodal/time_series/is_holiday/is_holiday.h5 + value_field: is_holiday + + tabular_static: + store_sales_static_metadata: + file: Store_Sales_protocol/input_multimodal/meta_features.csv + id_column: episode_id + + graph: + store_family_relation_graph: + file: Store_Sales_protocol/input_multimodal/node_level_task_graphs/store_family_relation_graph/edge_infos.csv diff --git a/Store_Sales/tasks/store_type_classification/labels.csv b/Store_Sales/tasks/store_type_classification/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..e04005d587f715811e3f28e3c0ec247895e5b5b1 --- /dev/null +++ b/Store_Sales/tasks/store_type_classification/labels.csv @@ -0,0 +1,1783 @@ +episode_id,target_class_id,target_class_name +0,3,D +1,3,D +2,3,D +3,3,D +4,3,D +5,3,D +6,3,D +7,3,D +8,3,D +9,3,D +10,3,D +11,3,D +12,3,D +13,3,D +14,3,D +15,3,D +16,3,D +17,3,D +18,3,D +19,3,D +20,3,D +21,3,D +22,3,D +23,3,D +24,3,D +25,3,D +26,3,D +27,3,D +28,3,D +29,3,D +30,3,D +31,3,D +32,3,D +33,3,D +34,3,D +35,3,D +36,3,D +37,3,D +38,3,D +39,3,D +40,3,D +41,3,D +42,3,D +43,3,D +44,3,D +45,3,D +46,3,D +47,3,D +48,3,D +49,3,D +50,3,D +51,3,D +52,3,D +53,3,D +54,3,D +55,3,D +56,3,D +57,3,D +58,3,D +59,3,D +60,3,D 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semantics: +# - sample is the episode_id corresponding to (store_nbr, family). +# - inputs are the static fields + time series features + graph structure available to the model. +# - prediction.column is the label field target_class_name (mapped from stores.type). +# - Exclude label fields and primary keys from inputs to prevent leakage. +# ============================================================ + +task: + id: store_type_classification + type: episode_classification + description: Predict store operation type (A-E) for each (store_nbr, family) episode using tabular, time-series, and graph modalities. + +inherit_general: true + +sample: + primary_key: episode_id + +inputs: + tabular_static: + source: store_sales_static_metadata + fields: + - family + - city + - state + + time_series: + - fields: [sales, onpromotion, dcoilwtico, is_holiday] + source: store_family_multivariate + window: + length: 28 + unit: 1day + + graph: + source: store_family_relation_graph + +prediction: + field: target_class_id + +leakage: + forbidden_input_columns: + - target_class_id + - target_class_name + - type + - cluster + - store_nbr + - episode_id + - store_type_target_class_id + +data_refs: + tabular_static: + store_sales_static_metadata: + file: Store_Sales_protocol/input_multimodal/meta_features.csv + id_column: episode_id + + time_series: + store_family_multivariate: + file: + - Store_Sales_protocol/input_multimodal/time_series/sales/sales.h5 + - Store_Sales_protocol/input_multimodal/time_series/onpromotion/onpromotion.h5 + - Store_Sales_protocol/input_multimodal/time_series/dcoilwtico/dcoilwtico.h5 + - Store_Sales_protocol/input_multimodal/time_series/is_holiday/is_holiday.h5 + value_field: [sales, onpromotion, dcoilwtico, is_holiday] + native_grid_minutes: 1440 + + graph: + store_family_relation_graph: + file: Store_Sales_protocol/input_multimodal/node_level_task_graphs/store_family_relation_graph/edge_infos.csv diff --git a/TaxiBJ/.DS_Store b/TaxiBJ/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..013f70ba8fe311bd87229784c52a4d559e01f165 Binary files /dev/null and b/TaxiBJ/.DS_Store differ diff --git a/TaxiBJ/dataset.py b/TaxiBJ/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..23c1a8f689cfbda4195802acbd6d5700e309a2c2 --- /dev/null +++ b/TaxiBJ/dataset.py @@ -0,0 +1,397 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml +import ipdb + +# Record whether the required fields are provided. +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + Read all related configuration files, starting from dataset.yaml. + + Args: + dataset_yaml_path: Path to dataset.yaml. + + Returns: + A dictionary containing all configurations. + """ + # Get the protocol directory path. + protocol_dir = Path(dataset_yaml_path).parent + + # 1. Read dataset.yaml. + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. Read graph configurations. + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. Read time series configurations. + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. Combine all configurations. + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # Return an existing path from the candidate paths. + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # Generate all candidate storage paths. + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # Parse each column in meta_df and convert the data to a dictionary. + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + Required information in the graph dictionary includes: + - A sparse adjacency list + - The weight of each edge + - Edge features (optional) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # Add graph features to the dictionary if they are available. + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # Use mode to distinguish single-variable and multivariable data. + + if variables_mode == "single": # For a single variable, the index is timestamp, column names are sample_id values, and the feature name is series_id. + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # For multiple variables, the columns are sample_id, timestamp, feature_name1, feature_name2, ... + # Extract timestamps and feature values in timestamp order, using the structure feature_name*: {sample_id: [values]}. + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# Read all YAML files into one configuration. +class MultiModalDataset(LoadedDataset): + """ + Use the configuration returned by ``read_all_configs`` to resolve protocol paths under ``dataset_dir`` and load tables. + + ``dataset_dir`` is usually the protocol root containing ``input_multimodal/`` and ``dataset.yaml``, + or an equivalent data root. Path resolution tries ``dataset_dir/`` and + ``dataset_dir/input_multimodal/...``, among other candidate locations, in order. + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # Read meta_features data. + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # Parse meta_df. + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # If both id_col_graph and id_col_time_series exist, build a mapping between them to align the two modalities. + # By default, map time series IDs from id_col_time_series to graph IDs in id_col_graph. + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # Read graph data. + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # Graph level, for example: node_level_task_graph, graph_level_task_graph. + graph_directed = gcfg.get("directed") # Graph type, for example: directed, undirected. + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # Graph features, for example: edge_features. + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # Continue parsing individual graph features. + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # Load graph data into the dictionary. + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + ipdb.set_trace() + # At the breakpoint, check whether all required information has been loaded. + + assert isinstance(dataset.config, dict), "dataset.config should be a dict" + assert "dataset" in dataset.config, "dataset.config should include dataset config" + assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + assert isinstance(dataset.meta_features["features"], dict), ( + "dataset.meta_features['features'] should be a dict" + ) + assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + assert "grid_8_neighbor_graph" in dataset.graphs, ( + "dataset.graphs should include grid_8_neighbor_graph" + ) + assert isinstance(dataset.graphs["grid_8_neighbor_graph"], dict), ( + "grid_8_neighbor_graph should be a parsed dict" + ) + assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + assert "windspeed" in dataset.time_series, ( + "dataset.time_series should include windspeed" + ) + traffic_flow = dataset.time_series["windspeed"] + assert isinstance(traffic_flow, dict), ( + "traffic_flow should be a parsed dict" + ) + for field in ("variables_mode", "timestamp", "value", "frequency"): + assert field in traffic_flow, f"traffic_flow should include {field}" + + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/TaxiBJ/dataset.yaml b/TaxiBJ/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ee4123c227420b27ac9b242da271833386cd9570 --- /dev/null +++ b/TaxiBJ/dataset.yaml @@ -0,0 +1,45 @@ +# Dataset information: the entry point for dataset configuration, including file locations for each modality. +dataset_id: TaxiBJ +dataset_name: TaxiBJ +domain: traffic_management + +sample_defination: + sample_type: urban traffic flow grid cell + sample_id_graph: episode_id # Corresponding graph node column names (grid_0000...grid_1023). + sample_id_time_series: episode_id # Corresponding time series column information. + description: each sample corresponds to one 32x32 city grid node + +modalities: +# Available feature modalities. + meta_features: # Static metadata; read input_multimodal/meta_features.csv. + required: true # meta_features is required. + file_name: meta_features.csv # All provided files should be directly readable by pandas. + + node_level_task_graphs: + available: true # Whether a graph for node-level tasks is available. + graph_ids: + - grid_8_neighbor_graph # Graph name: 8-neighbor grid graph (including distance/weight). + + time_series: + available: true # Whether time series data is available. + time_series_ids: + - inflow + - outflow + - temperature + - windspeed + - weather_code + - is_holiday + +tasks: # Task construction. +# Supported task types. + - grid_functional_zone_classification # Grid functional zone classification. + - multi_step_traffic_forecasting # Multistep traffic flow forecasting (inflow). + +# Data source information. +license: + data_license: source-dependent + redistribution_allowed: true + +source: + name: TaxiBJ + url: https://github.com/TolicWang/DeepST diff --git a/TaxiBJ/input_multimodal/__pycache__/build_taxibj_multimodal.cpython-312.pyc b/TaxiBJ/input_multimodal/__pycache__/build_taxibj_multimodal.cpython-312.pyc new file mode 100644 index 0000000000000000000000000000000000000000..75375105d8dde88240389dc40f89c8b59cbd9e0d Binary files /dev/null and b/TaxiBJ/input_multimodal/__pycache__/build_taxibj_multimodal.cpython-312.pyc differ diff --git a/TaxiBJ/input_multimodal/build_taxibj_multimodal.py b/TaxiBJ/input_multimodal/build_taxibj_multimodal.py new file mode 100644 index 0000000000000000000000000000000000000000..07202cd8c9d661376605ed0b80aa6cb87ad19bd4 --- /dev/null +++ b/TaxiBJ/input_multimodal/build_taxibj_multimodal.py @@ -0,0 +1,290 @@ +#!/usr/bin/env python3 +"""Build TaxiBJ multimodal inputs (graph/tabular/time-series) from raw files.""" + +from __future__ import annotations + +import argparse +import json +import math +from datetime import datetime, timedelta +from pathlib import Path +from typing import Any + +import h5py +import numpy as np +import pandas as pd + +try: + from tqdm.auto import tqdm +except Exception: # noqa: BLE001 + tqdm = None + + +ZONE_NAMES = {0: "Residential", 1: "Commercial", 2: "Mixed-Transit", 3: "General"} +RESIDENTIAL_KEYWORDS = {"小区", "社区", "家园", "花园", "公寓", "宿舍", "新村", "住宅", "居民区", "苑", "里", "村"} +COMMERCIAL_KEYWORDS = {"商场", "商城", "购物", "广场", "写字楼", "商务", "cbd", "金融", "酒店", "市场", "商厦", "中心"} +TRANSIT_KEYWORDS = {"地铁", "地铁站", "火车站", "高铁", "机场", "客运站", "公交枢纽", "交通枢纽", "换乘"} +BEIJING_COMMERCIAL_LANDMARKS = { + "soho", + "万达", + "国贸", + "中关村", + "望京", + "金融街", + "三里屯", + "西单", + "王府井", + "skp", +} + + +def ensure_dir(path: Path) -> None: + path.mkdir(parents=True, exist_ok=True) + + +def progress_wrap(iterable: Any, total: int | None = None, desc: str | None = None) -> Any: + if tqdm is not None: + return tqdm(iterable, total=total, desc=desc) + return iterable + + +def parse_slot(slot_str: str) -> datetime: + day = datetime.strptime(slot_str[:8], "%Y%m%d") + slot = int(slot_str[8:10]) # 1..48 + return day + timedelta(minutes=(slot - 1) * 30) + + +def build_grid_meta(grid_size: int, lat_min: float, lon_min: float, lat_max: float, lon_max: float) -> pd.DataFrame: + dlat = (lat_max - lat_min) / float(grid_size) + dlon = (lon_max - lon_min) / float(grid_size) + rows: list[dict[str, Any]] = [] + for r in range(grid_size): + for c in range(grid_size): + gid = r * grid_size + c + rows.append( + { + "episode_id": f"grid_{gid:04d}", + "grid_id": gid, + "row": r, + "col": c, + "lat": float(lat_min + (r + 0.5) * dlat), + "lon": float(lon_min + (c + 0.5) * dlon), + } + ) + return pd.DataFrame(rows).sort_values("grid_id", kind="mergesort").reset_index(drop=True) + + +def build_graph_edges(grid_size: int, gaussian_sigma: float) -> pd.DataFrame: + nbr = [(-1, -1), (-1, 0), (-1, 1), (0, -1), (0, 1), (1, -1), (1, 0), (1, 1)] + rows: list[dict[str, Any]] = [] + for r in range(grid_size): + for c in range(grid_size): + src = r * grid_size + c + for dr, dc in nbr: + rr, cc = r + dr, c + dc + if rr < 0 or rr >= grid_size or cc < 0 or cc >= grid_size: + continue + dst = rr * grid_size + cc + if src >= dst: + continue + dist = math.sqrt(float(dr * dr + dc * dc)) + w = math.exp(-((dist * dist) / (2.0 * gaussian_sigma * gaussian_sigma))) + rows.append({"src_id": f"grid_{src:04d}", "dst_id": f"grid_{dst:04d}", "distance": dist, "weight": w}) + return pd.DataFrame(rows).sort_values(["src_id", "dst_id"], kind="mergesort").reset_index(drop=True) + + +def classify_functional_zone_from_reverse_rec(rec: dict[str, Any]) -> int: + text = " ".join( + [ + str(rec.get("osm_display_name", "")), + str(rec.get("osm_region_label", "")), + str(rec.get("osm_city_district", "")), + str(rec.get("osm_suburb", "")), + ] + ).lower() + has_res = any(k in text for k in RESIDENTIAL_KEYWORDS) + has_com = any(k in text for k in COMMERCIAL_KEYWORDS) or any(k in text for k in BEIJING_COMMERCIAL_LANDMARKS) + has_transit = any(k in text for k in TRANSIT_KEYWORDS) + if has_transit: + return 2 + if has_res and not has_com: + return 0 + if has_com and not has_res: + return 1 + return 3 + + +def enrich_with_zone_labels(meta_df: pd.DataFrame, cache_path: Path, skip_osm: bool) -> pd.DataFrame: + out = meta_df.copy() + out["zone_id"] = 3 + out["zone_name"] = ZONE_NAMES[3] + if skip_osm: + return out + cache: dict[str, dict[str, Any]] = {} + if cache_path.exists(): + cache = json.loads(cache_path.read_text(encoding="utf-8")) + + for row in progress_wrap(out.itertuples(index=True), total=len(out), desc="Assign functional zones"): + i = int(row.Index) + key = f"{row.lat:.6f},{row.lon:.6f}" + rec = cache.get(key) + if isinstance(rec, dict): + zid = int(rec.get("zone_id", classify_functional_zone_from_reverse_rec(rec))) + rec["zone_id"] = zid + cache[key] = rec + else: + zid = 3 + out.at[i, "zone_id"] = zid + out.at[i, "zone_name"] = ZONE_NAMES.get(zid, "General") + + if cache: + cache_path.write_text(json.dumps(cache, ensure_ascii=False, indent=2), encoding="utf-8") + return out + + +def load_meteorology(meteorology_h5: Path) -> dict[str, tuple[float, float, np.ndarray]]: + with h5py.File(meteorology_h5, "r") as f: + raw_dates = f["date"][:] + dates = [x.decode("utf-8") if isinstance(x, bytes) else str(x) for x in raw_dates] + temperature = f["Temperature"][:] + windspeed = f["WindSpeed"][:] + weather = f["Weather"][:] + out: dict[str, tuple[float, float, np.ndarray]] = {} + for i, slot in enumerate(dates): + out[slot] = (float(temperature[i]), float(windspeed[i]), weather[i].astype(np.float32)) + return out + + +def load_holidays(holiday_txt: Path) -> set[str]: + vals: set[str] = set() + with holiday_txt.open("r", encoding="utf-8") as f: + for line in f: + s = line.strip() + if s: + vals.add(s) + return vals + + +def _write_matrix_h5(df: pd.DataFrame, out_path: Path, key: str) -> None: + ensure_dir(out_path.parent) + df.to_hdf(out_path, key=key, mode="w") + + +def build_time_series(flow_h5_files: list[Path], meteorology_h5: Path, holiday_txt: Path, grid_size: int, out_dir: Path) -> None: + ensure_dir(out_dir) + episode_ids = [f"grid_{i:04d}" for i in range(grid_size * grid_size)] + met_map = load_meteorology(meteorology_h5) + holiday_days = load_holidays(holiday_txt) + ts_all: list[pd.DatetimeIndex] = [] + inflow_all: list[np.ndarray] = [] + outflow_all: list[np.ndarray] = [] + temp_all: list[np.ndarray] = [] + wind_all: list[np.ndarray] = [] + weather_all: list[np.ndarray] = [] + holiday_all: list[np.ndarray] = [] + + for flow_h5 in flow_h5_files: + with h5py.File(flow_h5, "r") as f: + data = f["data"][:] + raw_dates = f["date"][:] + slots = [x.decode("utf-8") if isinstance(x, bytes) else str(x) for x in raw_dates] + timestamps = pd.to_datetime([parse_slot(s) for s in slots]) + ts_all.append(timestamps) + inflow_all.append(data[:, 0, :, :].reshape(len(slots), grid_size * grid_size).astype(np.float32)) + outflow_all.append(data[:, 1, :, :].reshape(len(slots), grid_size * grid_size).astype(np.float32)) + + temp = np.zeros((len(slots),), dtype=np.float32) + wind = np.zeros((len(slots),), dtype=np.float32) + weather = np.zeros((len(slots), 17), dtype=np.float32) + is_holiday = np.zeros((len(slots),), dtype=np.int8) + for i, slot in enumerate(slots): + m = met_map.get(slot) + if m is None: + raise KeyError(f"Meteorology date missing for flow slot: {slot}") + temp[i], wind[i], weather[i] = m[0], m[1], m[2] + is_holiday[i] = int(slot[:8] in holiday_days) + temp_all.append(temp) + wind_all.append(wind) + weather_all.append(weather) + holiday_all.append(is_holiday) + + timestamps_raw = pd.DatetimeIndex(np.concatenate(ts_all)) + order = np.argsort(timestamps_raw.values) + timestamps_raw = timestamps_raw[order] + inflow_raw = np.vstack(inflow_all)[order] + outflow_raw = np.vstack(outflow_all)[order] + temperature_raw = np.concatenate(temp_all)[order] + windspeed_raw = np.concatenate(wind_all)[order] + weather_raw = np.vstack(weather_all)[order] + _ = np.concatenate(holiday_all)[order] + + full_timestamps = pd.date_range(timestamps_raw.min(), timestamps_raw.max(), freq="30min", name="timestamp") + inflow_df = pd.DataFrame(inflow_raw, index=timestamps_raw, columns=episode_ids).groupby(level=0).mean().reindex(full_timestamps).fillna(0.0) + outflow_df = pd.DataFrame(outflow_raw, index=timestamps_raw, columns=episode_ids).groupby(level=0).mean().reindex(full_timestamps).fillna(0.0) + temperature_series = pd.Series(temperature_raw, index=timestamps_raw).groupby(level=0).mean().reindex(full_timestamps).interpolate(method="time").ffill().bfill() + windspeed_series = pd.Series(windspeed_raw, index=timestamps_raw).groupby(level=0).mean().reindex(full_timestamps).interpolate(method="time").ffill().bfill() + weather_code_series = ( + pd.Series(np.argmax(weather_raw, axis=1).astype(np.int16), index=timestamps_raw) + .groupby(level=0) + .last() + .reindex(full_timestamps) + .ffill() + .bfill() + .astype(np.int16) + ) + is_holiday_series = pd.Series([int(ts.strftime("%Y%m%d") in holiday_days) for ts in full_timestamps], index=full_timestamps, dtype=np.int8) + + temperature_df = pd.DataFrame(np.repeat(temperature_series.to_numpy()[:, None], len(episode_ids), axis=1), index=full_timestamps, columns=episode_ids) + windspeed_df = pd.DataFrame(np.repeat(windspeed_series.to_numpy()[:, None], len(episode_ids), axis=1), index=full_timestamps, columns=episode_ids) + weather_code_df = pd.DataFrame(np.repeat(weather_code_series.to_numpy()[:, None], len(episode_ids), axis=1), index=full_timestamps, columns=episode_ids) + is_holiday_df = pd.DataFrame(np.repeat(is_holiday_series.to_numpy()[:, None], len(episode_ids), axis=1), index=full_timestamps, columns=episode_ids) + + _write_matrix_h5(inflow_df, out_dir / "inflow" / "inflow.h5", "inflow") + _write_matrix_h5(outflow_df, out_dir / "outflow" / "outflow.h5", "outflow") + _write_matrix_h5(temperature_df, out_dir / "temperature" / "temperature.h5", "temperature") + _write_matrix_h5(windspeed_df, out_dir / "windspeed" / "windspeed.h5", "windspeed") + _write_matrix_h5(weather_code_df, out_dir / "weather_code" / "weather_code.h5", "weather_code") + _write_matrix_h5(is_holiday_df, out_dir / "is_holiday" / "is_holiday.h5", "is_holiday") + + +def parse_args() -> argparse.Namespace: + workspace_root = Path("/mnt/public/wangxinmiao/ai_plus_benchmark_xn") + parser = argparse.ArgumentParser(description="Build TaxiBJ multimodal inputs.") + parser.add_argument("--raw-root", type=Path, default=workspace_root / "TaxiBJ") + parser.add_argument("--output-root", type=Path, default=workspace_root / "TaxiBJ_protocol" / "input_multimodal") + parser.add_argument("--grid-size", type=int, default=32) + parser.add_argument("--lat-min", type=float, default=39.83) + parser.add_argument("--lon-min", type=float, default=116.25) + parser.add_argument("--lat-max", type=float, default=40.12) + parser.add_argument("--lon-max", type=float, default=116.64) + parser.add_argument("--flow-files", nargs="+", default=["BJ13_M32x32_T30_InOut.h5", "BJ14_M32x32_T30_InOut.h5", "BJ15_M32x32_T30_InOut.h5", "BJ16_M32x32_T30_InOut.h5"]) + parser.add_argument("--meteorology-file", type=str, default="BJ_Meteorology.h5") + parser.add_argument("--holiday-file", type=str, default="BJ_Holiday.txt") + parser.add_argument("--gaussian-sigma", type=float, default=1.0) + parser.add_argument("--skip-osm", action="store_true") + parser.add_argument("--osm-cache", type=Path, default=workspace_root / "TaxiBJ_protocol" / "input_multimodal" / "osm_reverse_cache.json") + return parser.parse_args() + + +def main() -> None: + args = parse_args() + ensure_dir(args.output_root) + graph_dir = args.output_root / "node_level_task_graphs" / "grid_8_neighbor_graph" + ts_dir = args.output_root / "time_series" + ensure_dir(graph_dir) + ensure_dir(ts_dir) + + flow_h5_files = [args.raw_root / x for x in args.flow_files] + meteorology_h5 = args.raw_root / args.meteorology_file + holiday_txt = args.raw_root / args.holiday_file + + meta_df = build_grid_meta(args.grid_size, args.lat_min, args.lon_min, args.lat_max, args.lon_max) + meta_df = enrich_with_zone_labels(meta_df, args.osm_cache, args.skip_osm) + meta_df.to_csv(args.output_root / "meta_features.csv", index=False) + build_graph_edges(args.grid_size, args.gaussian_sigma).to_csv(graph_dir / "edge_infos.csv", index=False) + build_time_series(flow_h5_files, meteorology_h5, holiday_txt, args.grid_size, ts_dir) + print(f"done: {args.output_root}") + + +if __name__ == "__main__": + main() diff --git a/TaxiBJ/input_multimodal/meta_features.csv b/TaxiBJ/input_multimodal/meta_features.csv new file mode 100644 index 0000000000000000000000000000000000000000..96b66aa9b9bb5ecdfb961d06eeef27766f60dc10 --- /dev/null +++ b/TaxiBJ/input_multimodal/meta_features.csv @@ -0,0 +1,1025 @@ +episode_id,grid_id,row,col,lat,lon,zone_id,zone_name +0000,0,0,0,39.83453125,116.25609374999999,3,General +0001,1,0,1,39.83453125,116.26828125,3,General +0002,2,0,2,39.83453125,116.28046875000001,3,General +0003,3,0,3,39.83453125,116.29265625,0,Residential +0004,4,0,4,39.83453125,116.30484375,0,Residential +0005,5,0,5,39.83453125,116.31703125,3,General +0006,6,0,6,39.83453125,116.32921875,3,General +0007,7,0,7,39.83453125,116.34140625,3,General +0008,8,0,8,39.83453125,116.35359375,3,General +0009,9,0,9,39.83453125,116.36578125,3,General +0010,10,0,10,39.83453125,116.37796875000001,3,General +0011,11,0,11,39.83453125,116.39015624999999,0,Residential +0012,12,0,12,39.83453125,116.40234375,0,Residential +0013,13,0,13,39.83453125,116.41453125000001,3,General +0014,14,0,14,39.83453125,116.42671874999999,3,General +0015,15,0,15,39.83453125,116.43890625,3,General +0016,16,0,16,39.83453125,116.45109375,3,General +0017,17,0,17,39.83453125,116.46328125,0,Residential +0018,18,0,18,39.83453125,116.47546875,0,Residential +0019,19,0,19,39.83453125,116.48765625,0,Residential +0020,20,0,20,39.83453125,116.49984375,0,Residential +0021,21,0,21,39.83453125,116.51203125,0,Residential +0022,22,0,22,39.83453125,116.52421874999999,0,Residential +0023,23,0,23,39.83453125,116.53640625,0,Residential +0024,24,0,24,39.83453125,116.54859375000001,3,General 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sha256:c1109fca1808edd040de32e66ad8cb91ffa86d5cad9b6944f29de64c77653f0b +size 24046408 diff --git a/TaxiBJ/tasks/general_task.yaml b/TaxiBJ/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1b2f7d6a6af2e9b564b6472071c5168c66abf6e5 --- /dev/null +++ b/TaxiBJ/tasks/general_task.yaml @@ -0,0 +1,68 @@ +# ============================================================ +# TaxiBJ_protocol/tasks/general_task.yaml +# ============================================================ +# Purpose: +# - This file contains only processing rules shared by all tasks and naming conventions. + +# Recommended reading order for each task.yaml: +# 1) Start with sample in each task.yaml: what constitutes one sample. +# 2) Read inputs: what the model can access at inference time. +# 3) Read prediction: what the model should predict. +# 4) Finally, read leakage: which columns must be excluded from model inputs. +# ============================================================ + +general_defaults: + # ------------------------------------------------------------ + # Default input processing rules. + # Note: these are processing defaults, not input field defaults. + # These rules specify how to process time series, tabular, or graph inputs when a task uses them, + # but do not automatically add any input fields to a task. + # ------------------------------------------------------------ + input_processing: + tabular_static: + # Unique identifier column for TaxiBJ grid nodes. + # This column is used only to join labels, splits, and metadata. + id_column: episode_id + + time_series: + # TaxiBJ time series uses timestamp as the time axis and grid episode_id values as columns. + timestamp_column: timestamp + id_column: episode_id + timezone: UTC + + sampling: + # The native resolution in the TaxiBJ protocol is 30 minutes. + native_rate: 30min + + # By default, the task resolution matches the native resolution. + task_rate: 30min + + # Aggregation method when task_rate is coarser than native_rate. + downsample_method: mean + + # Interpolation method when task_rate is finer than native_rate. + upsample_method: ffill + + graph: + # Graph inputs are static by default. + directed: false + weighted: true + + # ------------------------------------------------------------ + # Standard split names. + # Use these standard values in splits.csv to avoid mixing train/val/valid/dev. + # ------------------------------------------------------------ + split_names: + train: train + validation: validation + test: test + + # ------------------------------------------------------------ + # Inheritance rules. + # A task can set inherit_general: true to inherit this file's processing defaults. + # Note: inheritance only affects default rules such as input_processing / split_names, + # and does not automatically inherit any specific input fields. + # ------------------------------------------------------------ + inheritance: + default_inherit_general: true + 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description: Predict TaxiBJ grid functional-zone class for each grid episode. + +inherit_general: true + +sample: + primary_key: episode_id + +inputs: + tabular_static: + source: taxibj_grid_static_metadata + fields: + - row + - col + - lat + - lon + time_series: + - fields: [inflow, outflow, temperature, windspeed, weather_code, is_holiday] + source: grid_multivariate + window: + length: 672 + unit: 30min + + graph: + source: grid_8_neighbor_graph + +prediction: + field: zone_id + +leakage: + forbidden_input_columns: + - target_class_id + - target_class_name + - zone_id + - zone_name + - episode_id + - grid_id + +data_refs: + tabular_static: + taxibj_grid_static_metadata: + file: TaxiBJ_protocol/input_multimodal/meta_features.csv + id_column: episode_id + time_series: + grid_multivariate: + file: + - TaxiBJ_protocol/input_multimodal/time_series/inflow/inflow.h5 + - TaxiBJ_protocol/input_multimodal/time_series/outflow/outflow.h5 + - TaxiBJ_protocol/input_multimodal/time_series/temperature/temperature.h5 + - TaxiBJ_protocol/input_multimodal/time_series/windspeed/windspeed.h5 + - TaxiBJ_protocol/input_multimodal/time_series/weather_code/weather_code.h5 + - TaxiBJ_protocol/input_multimodal/time_series/is_holiday/is_holiday.h5 + value_field: [inflow, outflow, temperature, windspeed, weather_code, is_holiday] + native_grid_minutes: 30 + graph: + grid_8_neighbor_graph: + file: TaxiBJ_protocol/input_multimodal/node_level_task_graphs/grid_8_neighbor_graph/edge_infos.csv diff --git a/TaxiBJ/tasks/multi_step_traffic_forecasting/labels.csv b/TaxiBJ/tasks/multi_step_traffic_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..32e28f12d2e6d86eda3f0baad1b453f717407c8b --- /dev/null +++ b/TaxiBJ/tasks/multi_step_traffic_forecasting/labels.csv @@ -0,0 +1,432 @@ 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+ source: taxibj_2015_outflow + window: + length: 672 + unit: 30min + sampling: + native_rate: 30min + task_rate: 30min + downsample_method: mean + upsample_method: ffill + - fields: is_holiday + source: taxibj_known_future_holiday + window: + length: 672 + unit: 30min + sampling: + native_rate: 30min + task_rate: 30min + downsample_method: mean + upsample_method: ffill + - fields: weather_code + source: taxibj_known_future_weather + window: + length: 672 + unit: 30min + sampling: + native_rate: 30min + task_rate: 30min + downsample_method: mean + upsample_method: ffill + - fields: temperature + source: taxibj_known_future_temperature + window: + length: 672 + unit: 30min + sampling: + native_rate: 30min + task_rate: 30min + downsample_method: mean + upsample_method: ffill + - fields: windspeed + source: taxibj_known_future_windspeed + window: + length: 672 + unit: 30min + sampling: + native_rate: 30min + task_rate: 30min + downsample_method: mean + upsample_method: ffill + tabular_static: + source: taxibj_grid_static_metadata + fields: [row, col, lat, lon, zone_id, zone_name] + graph: + source: grid_8_neighbor_graph + +prediction: + field: inflow + source: taxibj_2015_inflow + horizon: + length: 12 + unit: 30min + starts_after: timestamp + stride: 12 + label_storage: + ref_column: target_series_ref + shape_column: target_tensor_shape + +leakage: + observed_past_only_columns: + - inflow + - outflow + known_future_columns: + - is_holiday + - weather_code + - temperature + - windspeed + +data_refs: + time_series: + taxibj_2015_inflow: + file: TaxiBJ_protocol/input_multimodal/time_series/inflow/inflow.h5 + value_field: inflow + native_grid_minutes: 30 + taxibj_2015_outflow: + file: TaxiBJ_protocol/input_multimodal/time_series/outflow/outflow.h5 + value_field: outflow + native_grid_minutes: 30 + taxibj_known_future_holiday: + file: TaxiBJ_protocol/input_multimodal/time_series/is_holiday/is_holiday.h5 + value_field: is_holiday + native_grid_minutes: 30 + taxibj_known_future_weather: + file: TaxiBJ_protocol/input_multimodal/time_series/weather_code/weather_code.h5 + value_field: weather_code + native_grid_minutes: 30 + taxibj_known_future_temperature: + file: TaxiBJ_protocol/input_multimodal/time_series/temperature/temperature.h5 + value_field: temperature + native_grid_minutes: 30 + taxibj_known_future_windspeed: + file: TaxiBJ_protocol/input_multimodal/time_series/windspeed/windspeed.h5 + value_field: windspeed + native_grid_minutes: 30 + tabular_static: + taxibj_grid_static_metadata: + file: TaxiBJ_protocol/input_multimodal/meta_features.csv + id_column: episode_id + graph: + grid_8_neighbor_graph: + file: TaxiBJ_protocol/input_multimodal/node_level_task_graphs/grid_8_neighbor_graph/edge_infos.csv diff --git a/Terra/.DS_Store b/Terra/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..20749d14a37a75f46cf7fec3c1e5a547ccb85529 Binary files /dev/null and b/Terra/.DS_Store differ diff --git a/Terra/dataset.py b/Terra/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..d36938d7ba580b5aadc2e206b30a44eed811f1e3 --- /dev/null +++ b/Terra/dataset.py @@ -0,0 +1,476 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml +import ipdb + +# 记录必要的字段信息是否提供 +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + 从dataset.yaml开始，读取所有相关配置文件 + + Args: + dataset_yaml_path: dataset.yaml文件路径 + + Returns: + 整合所有配置的字典 + """ + # 获取协议目录路径 + protocol_dir = Path(dataset_yaml_path).parent + + # 1. 读取dataset.yaml + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. 读取图配置 + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. 读取时序配置 + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. 整合所有配置 + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # 从多个可能路径里面，返回其中的一个存在的路径 + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # 生成了所有潜在可能的存储路径 + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # 对meta_df进行解析, 解析df中的每一列表头信息，转化为字典形式 + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + graph字典中必要的字段信息包括： + - 稀疏的邻接表 + - 每一条边的权重 + - 边上的特征 (可选) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # 如果图中有特征，则将特征添加到字典中 + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # 可以通过mode确定是单特征还是多特征 + + if variables_mode == "single": # 如果是单一特征，index就是timestamp，col_name就是sample_id, 特征名就是series_id + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # 如果是多特征，表头会是 sample_id, timestamp, feature_name1, feature_name2, ... + # 需要提取timestamp, 并根据timestamp的顺序，提取对应的特征value，结构应该是feature_name*: {sample_id: [values]}的形式 + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# 会将所有的yaml读成一个config +class MultiModalDataset(LoadedDataset): + """ + 使用 ``read_all_configs`` 返回的整合配置，在 ``dataset_dir`` 下按协议解析数据路径并加载表格。 + + ``dataset_dir`` 通常为协议根目录（含 ``input_multimodal/`` 与 ``dataset.yaml`` 的父目录）， + 或等价的数据根目录；路径解析会依次尝试 ``dataset_dir/`` 与 + ``dataset_dir/input_multimodal/...`` 等候选位置。 + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # 读取meta_features数据 + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # 对meta_df进行解析 + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # 如果id_col_graph和id_col_time_series都存在，则需要构建一个id_col_graph和id_col_time_series的映射关系，将两种模态进行对齐 + # 默认是将时序的id_col_time_series映射到图的id_col_graph + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # 读取graphs数据 + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # 图的级别，例如：node_level_task_graph, graph_level_task_graph + graph_directed = gcfg.get("directed") # 图的类型，例如：directed, undirected + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # 图中的特征，例如：edge_features + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # 继续解析图中的具体特征 + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # 将图数据加载到字典中， + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == '__main__': + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + ipdb.set_trace() + # 在断点中检查是不是该有的信息都被加载了 + + # assert isinstance(dataset.config, dict), "dataset.config should be a dict" + # assert "dataset" in dataset.config, "dataset.config should include dataset config" + # assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + # assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + # assert isinstance(dataset.meta_features["features"], dict), ( + # "dataset.meta_features['features'] should be a dict" + # ) + # assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + # assert "spatial_grid_graph" in dataset.graphs, ( + # "dataset.graphs should include spatial_grid_graph" + # ) + # assert isinstance(dataset.graphs["spatial_grid_graph"], dict), ( + # "spatial_grid_graph should be a parsed dict" + # ) + + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "longwave_radiation" in dataset.time_series, ( + # "dataset.time_series should include longwave_radiation" + # ) + # longwave_radiation = dataset.time_series["longwave_radiation"] + # assert isinstance(longwave_radiation, dict), ( + # "longwave_radiation should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in longwave_radiation, f"longwave_radiation should include {field}" + + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "precipitation" in dataset.time_series, ( + # "dataset.time_series should include precipitation" + # ) + # precipitation = dataset.time_series["precipitation"] + # assert isinstance(precipitation, dict), ( + # "precipitation should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in precipitation, f"precipitation should include {field}" + + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "pressure" in dataset.time_series, ( + # "dataset.time_series should include pressure" + # ) + # pressure = dataset.time_series["pressure"] + # assert isinstance(pressure, dict), ( + # "pressure should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in pressure, f"pressure should include {field}" + + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "relative_humidity" in dataset.time_series, ( + # "dataset.time_series should include relative_humidity" + # ) + # relative_humidity = dataset.time_series["relative_humidity"] + # assert isinstance(relative_humidity, dict), ( + # "relative_humidity should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in relative_humidity, f"relative_humidity should include {field}" + + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "shortwave_radiation" in dataset.time_series, ( + # "dataset.time_series should include shortwave_radiation" + # ) + # shortwave_radiation = dataset.time_series["shortwave_radiation"] + # assert isinstance(shortwave_radiation, dict), ( + # "shortwave_radiation should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in shortwave_radiation, f"shortwave_radiation should include {field}" + + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "specific_humidity" in dataset.time_series, ( + # "dataset.time_series should include specific_humidity" + # ) + # specific_humidity = dataset.time_series["specific_humidity"] + # assert isinstance(specific_humidity, dict), ( + # "specific_humidity should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in specific_humidity, f"specific_humidity should include {field}" + + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "temperature" in dataset.time_series, ( + # "dataset.time_series should include temperature" + # ) + # temperature = dataset.time_series["temperature"] + # assert isinstance(temperature, dict), ( + # "temperature should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in temperature, f"temperature should include {field}" + + # assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + # assert "wind_speed" in dataset.time_series, ( + # "dataset.time_series should include wind_speed" + # ) + # wind_speed = dataset.time_series["wind_speed"] + # assert isinstance(wind_speed, dict), ( + # "wind_speed should be a parsed dict" + # ) + # for field in ("variables_mode", "timestamp", "value", "frequency"): + # assert field in wind_speed, f"wind_speed should include {field}" + + + # print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + # print(f"Protocol dir: {dataset.dataset_dir}") + # print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + # for graph_id, graph_dict in dataset.graphs.items(): + # print( + # f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + # f"directed={graph_dict.get('directed')}" + # ) + # for series_id, series_data in dataset.time_series.items(): + # if isinstance(series_data, dict): + # value = series_data.get("value", {}) + # if series_data.get("variables_mode") == "single": + # feature_count = 1 + # sample_count = len(value) + # else: + # feature_count = len(value) + # sample_count = len(next(iter(value.values()), {})) + # print( + # f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + # f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + # f"samples={sample_count}" + # ) + # else: + # print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/Terra/dataset.yaml b/Terra/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..67dc816ddc1df1550af64a64acbc967f0c949f66 --- /dev/null +++ b/Terra/dataset.yaml @@ -0,0 +1,48 @@ +# 数据集信息，dataset配置的入口，记录了不同模态数据的文件地址等信息 +dataset_id: Terra +dataset_name: Terra +domain: Climate Science + +sample_defination: + sample_type: spatial grid + sample_id_graph: ID # 对应数据中的表头信息, 如果就是按照index来，那么就是None + sample_id_time_series: ID # 对应数据中的表头信息, 如果就是按照index来，那么就是None + description: 1-degree spatial grid cells, each identified by a unique ID. + + +modalities: +# 记录具有哪些模态的特征 + meta_features: # 静态元数据,类比于表格数据，读取主文件夹下的ca_meta.csv文件 + required: true # meta_features 是必填项 + file_name: meta.csv #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame + + node_level_task_graphs: + available: true # 是否为节点级任务图，如果有的话那么可以在对应的文件夹下获取相应的数据 + graph_ids: + - spatial_grid_graph # 图的名称 + + time_series: + available: true # 是否为时间序列数据，如果有的话那么可以在对应的文件夹下获取相应的数据 + time_series_ids: + - longwave_radiation + - precipitation + - pressure + - relative_humidity + - shortwave_radiation + - specific_humidity + - temperature + - wind_speed + +tasks: # 任务构建 +# 记录数据集支持的任务类型，例如：meta_feature的预测，时序数据的预测、ranking任务 + - average_temperature_regression # 平均温度预测 + - precipitation_forecasting # 降雨量时序预测 + +# 数据来源信息 +license: + data_license: Apache License 2.0 + redistribution_allowed: true + +source: + name: Terra + url: https://hkustgz-my.sharepoint.com/personal/wchen110_connect_hkust-gz_edu_cn/_layouts/15/onedrive.aspx?id=%2Fpersonal%2Fwchen110%5Fconnect%5Fhkust%2Dgz%5Fedu%5Fcn%2FDocuments%2F1%C2%B0&ga=1 \ No newline at end of file diff --git a/Terra/input_multimodal/meta.csv b/Terra/input_multimodal/meta.csv new file mode 100644 index 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spatial_grid_graph +graph_type: static # 默认 +graph_level: node_level_task_graphs +directed: true # 是否为无向图, 默认无向图 +weighted: false # 是否为加权图 +description: A spatial grid graph where nodes represent latitude-longitude grid cells on the Earth's surface, and an undirected edge between node A and node B indicates that the two grid cells share a common side (i.e., are von Neumann 4-neighbors) +node_set: all_samples # str + +file_name: edge_infos.csv #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame + +self_loop: false + +edge_features: # 指示图上边是否有特征 + available: false # 如果没有 + # feature_name: + # - road_distance # 有，那么要罗列特征的名称 + +allowed_tasks: # 不必须，说明用途的目的 + - average_temperature_regression # 平均温度预测 + - precipitation_forecasting # 降雨量时序预测 \ No newline at end of file diff --git a/Terra/input_multimodal/read_meta.ipynb b/Terra/input_multimodal/read_meta.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..8fd80c5aa837a3143a06e69cb8ec15d87cb394f2 --- /dev/null +++ b/Terra/input_multimodal/read_meta.ipynb @@ -0,0 +1,43205 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 7, + "id": "4fa2eb8c", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e249416d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " ID price graphical_appearance colour_group perceived_colour_value \\\n", + "0 0 0.045512 24 1 1 \n", + "1 1 0.024506 13 1 1 \n", + "2 2 0.023821 24 28 3 \n", + "3 3 0.016188 24 9 4 \n", + "4 4 0.021253 24 1 1 \n", + "\n", + " perceived_colour_master fn_1_fraction active_1_fraction \\\n", + "0 1 0.402844 0.402844 \n", + "1 1 0.434001 0.425517 \n", + "2 16 0.411951 0.406867 \n", + "3 13 0.378447 0.371674 \n", + "4 1 0.452385 0.444810 \n", + "\n", + " club_member_status_0_fraction club_member_status_1_fraction ... \\\n", + "0 0.003160 0.974724 ... \n", + "1 0.003393 0.975229 ... \n", + "2 0.002245 0.974381 ... \n", + "3 0.003024 0.970610 ... \n", + "4 0.001306 0.993313 ... \n", + "\n", + " month_in_year_9_fraction month_in_year_10_fraction \\\n", + "0 0.287520 0.243286 \n", + "1 0.496437 0.145911 \n", + "2 0.104193 0.093826 \n", + "3 0.192429 0.127842 \n", + "4 0.192864 0.204931 \n", + "\n", + " month_in_year_11_fraction product_type product_group department index \\\n", + "0 0.205371 31 11 9 7 \n", + "1 0.032236 27 4 31 6 \n", + "2 0.064510 17 4 2 6 \n", + "3 0.107523 29 11 9 7 \n", + "4 0.104425 23 4 15 6 \n", + "\n", + " index_group section garment_group \n", + "0 2 21 18 \n", + "1 2 19 14 \n", + "2 2 27 1 \n", + "3 2 21 18 \n", + "4 2 27 7 \n", + "\n", + "[5 rows x 43 columns]\n" + ] + } + ], + "source": [ + "file_path = \"./meta.csv\"\n", + "df = pd.read_csv(file_path)\n", + "print(df.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b993fc3b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": 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40585, 40586, 40587, 40588, 40589, 40590, 40591, 40592, 40593, 40594, 40595, 40596, 40597, 40598, 40599, 40600, 40601, 40602, 40603, 40604, 40605, 40606, 40607, 40608, 40609, 40610, 40611, 40612, 40613, 40614, 40615, 40616, 40617, 40618, 40619, 40620, 40621, 40622, 40623, 40624, 40625, 40626, 40627, 40628, 40629, 40630, 40631, 40632, 40633, 40634, 40635, 40636, 40637, 40638, 40639, 40640, 40641, 40642, 40643, 40644, 40645, 40646, 40647, 40648, 40649, 40650, 40651, 40652, 40653, 40654, 40655, 40656, 40657, 40658, 40659, 40660, 40661, 40662, 40663, 40664, 40665, 40666, 40667, 40668, 40669, 40670, 40671, 40672, 40673, 40674, 40675, 40676, 40677, 40678, 40679, 40680, 40681, 40682, 40683, 40684, 40685, 40686, 40687, 40688, 40689, 40690, 40691, 40692, 40693, 40694, 40695, 40696, 40697, 40698, 40699, 40700, 40701, 40702, 40703, 40704, 40705, 40706, 40707, 40708, 40709, 40710, 40711, 40712, 40713, 40714, 40715, 40716, 40717, 40718, 40719, 40720, 40721, 40722, 40723, 40724, 40725, 40726, 40727, 40728, 40729, 40730, 40731, 40732, 40733, 40734, 40735, 40736, 40737, 40738, 40739, 40740, 40741, 40742, 40743, 40744, 40745, 40746, 40747, 40748, 40749, 40750, 40751, 40752, 40753, 40754, 40755, 40756, 40757, 40758, 40759, 40760, 40761, 40762, 40763, 40764, 40765, 40766, 40767, 40768, 40769, 40770, 40771, 40772, 40773, 40774, 40775, 40776, 40777, 40778, 40779, 40780, 40781, 40782, 40783, 40784, 40785, 40786, 40787, 40788, 40789, 40790, 40791, 40792, 40793, 40794, 40795, 40796, 40797, 40798, 40799, 40800, 40801, 40802, 40803, 40804, 40805, 40806, 40807, 40808, 40809, 40810, 40811, 40812, 40813, 40814, 40815, 40816, 40817, 40818, 40819, 40820, 40821, 40822, 40823, 40824, 40825, 40826, 40827, 40828, 40829, 40830, 40831, 40832, 40833, 40834, 40835, 40836, 40837, 40838, 40839, 40840, 40841, 40842, 40843, 40844, 40845, 40846, 40847, 40848, 40849, 40850, 40851, 40852, 40853, 40854, 40855, 40856, 40857, 40858, 40859, 40860, 40861, 40862, 40863, 40864, 40865, 40866, 40867, 40868, 40869, 40870, 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41157, 41158, 41159, 41160, 41161, 41162, 41163, 41164, 41165, 41166, 41167, 41168, 41169, 41170, 41171, 41172, 41173, 41174, 41175, 41176, 41177, 41178, 41179, 41180, 41181, 41182, 41183, 41184, 41185, 41186, 41187, 41188, 41189, 41190, 41191, 41192, 41193, 41194, 41195, 41196, 41197, 41198, 41199, 41200, 41201, 41202, 41203, 41204, 41205, 41206, 41207, 41208, 41209, 41210, 41211, 41212, 41213, 41214, 41215, 41216, 41217, 41218, 41219, 41220, 41221, 41222, 41223, 41224, 41225, 41226, 41227, 41228, 41229, 41230, 41231, 41232, 41233, 41234, 41235, 41236, 41237, 41238, 41239, 41240, 41241, 41242, 41243, 41244, 41245, 41246, 41247, 41248, 41249, 41250, 41251, 41252, 41253, 41254, 41255, 41256, 41257, 41258, 41259, 41260, 41261, 41262, 41263, 41264, 41265, 41266, 41267, 41268, 41269, 41270, 41271, 41272, 41273, 41274, 41275, 41276, 41277, 41278, 41279, 41280, 41281, 41282, 41283, 41284, 41285, 41286, 41287, 41288, 41289, 41290, 41291, 41292, 41293, 41294, 41295, 41296, 41297, 41298, 41299, 41300, 41301, 41302, 41303, 41304, 41305, 41306, 41307, 41308, 41309, 41310, 41311, 41312, 41313, 41314, 41315, 41316, 41317, 41318, 41319, 41320, 41321, 41322, 41323, 41324, 41325, 41326, 41327, 41328, 41329, 41330, 41331, 41332, 41333, 41334, 41335, 41336, 41337, 41338, 41339, 41340, 41341, 41342, 41343, 41344, 41345, 41346, 41347, 41348, 41349, 41350, 41351, 41352, 41353, 41354, 41355, 41356, 41357, 41358, 41359, 41360, 41361, 41362, 41363, 41364, 41365, 41366, 41367, 41368, 41369, 41370, 41371, 41372, 41373, 41374, 41375, 41376, 41377, 41378, 41379, 41380, 41381, 41382, 41383, 41384, 41385, 41386, 41387, 41388, 41389, 41390, 41391, 41392, 41393, 41394, 41395, 41396, 41397, 41398, 41399, 41400, 41401, 41402, 41403, 41404, 41405, 41406, 41407, 41408, 41409, 41410, 41411, 41412, 41413, 41414, 41415, 41416, 41417, 41418, 41419, 41420, 41421, 41422, 41423, 41424, 41425, 41426, 41427, 41428, 41429, 41430, 41431, 41432, 41433, 41434, 41435, 41436, 41437, 41438, 41439, 41440, 41441, 41442, 41443, 41444, 41445, 41446, 41447, 41448, 41449, 41450, 41451, 41452, 41453, 41454, 41455, 41456, 41457, 41458, 41459, 41460, 41461, 41462, 41463, 41464, 41465, 41466, 41467, 41468, 41469, 41470, 41471, 41472, 41473, 41474, 41475, 41476, 41477, 41478, 41479, 41480, 41481, 41482, 41483, 41484, 41485, 41486, 41487, 41488, 41489, 41490, 41491, 41492, 41493, 41494, 41495, 41496, 41497, 41498, 41499, 41500, 41501, 41502, 41503, 41504, 41505, 41506, 41507, 41508, 41509, 41510, 41511, 41512, 41513, 41514, 41515, 41516, 41517, 41518, 41519, 41520, 41521, 41522, 41523, 41524, 41525, 41526, 41527, 41528, 41529, 41530, 41531, 41532, 41533, 41534, 41535, 41536, 41537, 41538, 41539, 41540, 41541, 41542, 41543, 41544, 41545, 41546, 41547, 41548, 41549, 41550, 41551, 41552, 41553, 41554, 41555, 41556, 41557, 41558, 41559, 41560, 41561, 41562, 41563, 41564, 41565, 41566, 41567, 41568, 41569, 41570, 41571, 41572, 41573, 41574, 41575, 41576, 41577, 41578, 41579, 41580, 41581, 41582, 41583, 41584, 41585, 41586, 41587, 41588, 41589, 41590, 41591, 41592, 41593, 41594, 41595, 41596, 41597, 41598, 41599, 41600, 41601, 41602, 41603, 41604, 41605, 41606, 41607, 41608, 41609, 41610, 41611, 41612, 41613, 41614, 41615, 41616, 41617, 41618, 41619, 41620, 41621, 41622, 41623, 41624, 41625, 41626, 41627, 41628, 41629, 41630, 41631, 41632, 41633, 41634, 41635, 41636, 41637, 41638, 41639, 41640, 41641, 41642, 41643, 41644, 41645, 41646, 41647, 41648, 41649, 41650, 41651, 41652, 41653, 41654, 41655, 41656, 41657, 41658, 41659, 41660, 41661, 41662, 41663, 41664, 41665, 41666, 41667, 41668, 41669, 41670, 41671, 41672, 41673, 41674, 41675, 41676, 41677, 41678, 41679, 41680, 41681, 41682, 41683, 41684, 41685, 41686, 41687, 41688, 41689, 41690, 41691, 41692, 41693, 41694, 41695, 41696, 41697, 41698, 41699, 41700, 41701, 41702, 41703, 41704, 41705, 41706, 41707, 41708, 41709, 41710, 41711, 41712, 41713, 41714, 41715, 41716, 41717, 41718, 41719, 41720, 41721, 41722, 41723, 41724, 41725, 41726, 41727, 41728, 41729, 41730, 41731, 41732, 41733, 41734, 41735, 41736, 41737, 41738, 41739, 41740, 41741, 41742, 41743, 41744, 41745, 41746, 41747, 41748, 41749, 41750, 41751, 41752, 41753, 41754, 41755, 41756, 41757, 41758, 41759, 41760, 41761, 41762, 41763, 41764, 41765, 41766, 41767, 41768, 41769, 41770, 41771, 41772, 41773, 41774, 41775, 41776, 41777, 41778, 41779, 41780, 41781, 41782, 41783, 41784, 41785, 41786, 41787, 41788, 41789, 41790, 41791, 41792, 41793, 41794, 41795, 41796, 41797, 41798, 41799, 41800, 41801, 41802, 41803, 41804, 41805, 41806, 41807, 41808, 41809, 41810, 41811, 41812, 41813, 41814, 41815, 41816, 41817, 41818, 41819, 41820, 41821, 41822, 41823, 41824, 41825, 41826, 41827, 41828, 41829, 41830, 41831, 41832, 41833, 41834, 41835, 41836, 41837, 41838, 41839, 41840, 41841, 41842, 41843, 41844, 41845, 41846, 41847, 41848, 41849, 41850, 41851, 41852, 41853, 41854, 41855, 41856, 41857, 41858, 41859, 41860, 41861, 41862, 41863, 41864, 41865, 41866, 41867, 41868, 41869, 41870, 41871, 41872, 41873, 41874, 41875, 41876, 41877, 41878, 41879, 41880, 41881, 41882, 41883, 41884, 41885, 41886, 41887, 41888, 41889, 41890, 41891, 41892, 41893, 41894, 41895, 41896, 41897, 41898, 41899, 41900, 41901, 41902, 41903, 41904, 41905, 41906, 41907, 41908, 41909, 41910, 41911, 41912, 41913, 41914, 41915, 41916, 41917, 41918, 41919, 41920, 41921, 41922, 41923, 41924, 41925, 41926, 41927, 41928, 41929, 41930, 41931, 41932, 41933, 41934, 41935, 41936, 41937, 41938, 41939, 41940, 41941, 41942, 41943, 41944, 41945, 41946, 41947, 41948, 41949, 41950, 41951, 41952, 41953, 41954, 41955, 41956, 41957, 41958, 41959, 41960, 41961, 41962, 41963, 41964, 41965, 41966, 41967, 41968, 41969, 41970, 41971, 41972, 41973, 41974, 41975, 41976, 41977, 41978, 41979, 41980, 41981, 41982, 41983, 41984, 41985, 41986, 41987, 41988, 41989, 41990, 41991, 41992, 41993, 41994, 41995, 41996, 41997, 41998, 41999, 42000, 42001, 42002, 42003, 42004, 42005, 42006, 42007, 42008, 42009, 42010, 42011, 42012, 42013, 42014, 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{}, + "outputs": [], + "source": [ + "from typing import Dict, Any\n", + "def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]:\n", + " meta_dict = {}\n", + " for col in meta.columns:\n", + " meta_dict[col] = list(meta[col])\n", + " return meta_dict\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "0e43ecf2", + "metadata": {}, + "outputs": [], + "source": [ + "meta_dict = _parse_meta(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "1575dd3b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ID': [0,\n", + " 1,\n", + " 2,\n", + " 3,\n", + " 4,\n", + " 5,\n", + " 6,\n", + " 7,\n", + " 8,\n", + " 9,\n", + " 10,\n", + " 11,\n", + " 12,\n", + " 13,\n", + " 14,\n", + " 15,\n", + " 16,\n", + " 17,\n", + " 18,\n", + " 19,\n", + " 20,\n", + " 21,\n", + " 22,\n", + " 23,\n", + " 24,\n", + " 25,\n", + " 26,\n", + " 27,\n", + " 28,\n", + " 29,\n", + " 30,\n", + " 31,\n", + " 32,\n", + " 33,\n", + " 34,\n", + " 35,\n", + " 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"language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Terra/input_multimodal/read_yaml.ipynb b/Terra/input_multimodal/read_yaml.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..992fb2f7f4c4c67b0325d1432b035e3baad22668 --- /dev/null +++ b/Terra/input_multimodal/read_yaml.ipynb @@ -0,0 +1,198 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "c93946a8", + "metadata": {}, + "outputs": [], + "source": [ + "from __future__ import annotations\n", + "\n", + "import argparse\n", + "from dataclasses import dataclass\n", + "from pathlib import Path\n", + "from typing import Dict, Any\n", + "import pandas as pd\n", + "import yaml\n", + "def read_yaml(path: Path) -> dict[str, Any]:\n", + " with path.open(\"r\", encoding=\"utf-8\") as f:\n", + " return yaml.safe_load(f)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "4b5cbc3b", + "metadata": {}, + "outputs": [], + "source": [ + "def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]:\n", + " \"\"\"\n", + " 从dataset.yaml开始，读取所有相关配置文件\n", + " Args:\n", + " dataset_yaml_path: dataset.yaml文件路径\n", + " Returns:\n", + " 整合所有配置的字典\n", + " \"\"\"\n", + " # 获取协议目录路径\n", + " protocol_dir = Path(dataset_yaml_path).parent\n", + " \n", + " # 1. 读取dataset.yaml\n", + " dataset_config = read_yaml(Path(dataset_yaml_path))\n", + " print(f\"已读取 dataset.yaml: {dataset_config['dataset_name']}\")\n", + " \n", + " # 2. 读取图配置\n", + " graph_configs = {}\n", + " if 'node_level_task_graphs' in dataset_config['modalities']:\n", + " graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', [])\n", + " \n", + " for graph_id in graph_ids:\n", + " graph_yaml_path = protocol_dir / f\"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml\"\n", + " print(graph_yaml_path)\n", + " if graph_yaml_path.exists():\n", + " graph_config = read_yaml(Path(graph_yaml_path))\n", + " graph_configs[graph_id] = graph_config\n", + " print(f\"已读取 graph.yaml: {graph_id}\")\n", + " else:\n", + " print(f\"警告: 未找到 graph.yaml: {graph_yaml_path}\")\n", + " \n", + " # 3. 读取时序配置\n", + " ts_configs = {}\n", + " if 'time_series' in dataset_config['modalities']:\n", + " ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', [])\n", + " \n", + " for ts_id in ts_ids:\n", + " ts_yaml_path = protocol_dir / f\"input_multimodal/time_series/{ts_id}/series.yaml\"\n", + " if ts_yaml_path.exists():\n", + " ts_config = read_yaml(Path(ts_yaml_path))\n", + " ts_configs[ts_id] = ts_config\n", + " print(f\"已读取 series.yaml: {ts_id}\")\n", + " else:\n", + " print(f\"警告: 未找到 series.yaml: {ts_yaml_path}\")\n", + " \n", + " # 4. 整合所有配置\n", + " all_configs = {\n", + " 'dataset': dataset_config,\n", + " 'graphs': graph_configs,\n", + " 'time_series': ts_configs\n", + " }\n", + " \n", + " return all_configs" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "79403f90", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "已读取 dataset.yaml: Terra\n", + "../input_multimodal/node_level_task_graphs/spatial_grid_graph/graph.yaml\n", + "已读取 graph.yaml: spatial_grid_graph\n", + "已读取 series.yaml: longwave_radiation\n", + "已读取 series.yaml: precipitation\n", + "已读取 series.yaml: pressure\n", + "已读取 series.yaml: relative_humidity\n", + "已读取 series.yaml: shortwave_radiation\n", + "已读取 series.yaml: specific_humidity\n", + "已读取 series.yaml: temperature\n", + "已读取 series.yaml: wind_speed\n" + ] + } + ], + "source": [ + "dataset_config = read_all_configs('../dataset.yaml')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6d30e79e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataset_config.get(\"graphs\").get(\"spatial_grid_graph\").get(\"edge_features\").get(\"feature_name\") == None" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "ded81fd1", + "metadata": {}, + "outputs": [], + "source": [ + "graph_config = read_yaml(Path('./node_level_task_graphs/spatial_grid_graph/graph.yaml'))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "5f6d1c5b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'graph_id': 'spatial_grid_graph',\n", + " 'graph_type': 'static',\n", + " 'graph_level': 'node_level_task_graphs',\n", + " 'directed': True,\n", + " 'weighted': False,\n", + " 'description': \"A spatial grid graph where nodes represent latitude-longitude grid cells on the Earth's surface, and an undirected edge between node A and node B indicates that the two grid cells share a common side (i.e., are von Neumann 4-neighbors)\",\n", + " 'node_set': 'all_samples',\n", + " 'file_name': 'edge_infos.csv',\n", + " 'self_loop': False,\n", + " 'edge_features': {'available': False},\n", + " 'allowed_tasks': ['average_temperature_regression',\n", + " 'precipitation_forecasting']}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "graph_config\n", + "# " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "lty_gfmpfn", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Terra/input_multimodal/time_series/longwave_radiation/longwave_radiation.h5 b/Terra/input_multimodal/time_series/longwave_radiation/longwave_radiation.h5 new file mode 100644 index 0000000000000000000000000000000000000000..8bfaeb48cd1332a4138802b84079c26c74c1e376 --- /dev/null +++ b/Terra/input_multimodal/time_series/longwave_radiation/longwave_radiation.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79a8f9bcd42d6018a6820ad88f8dd516d686bb9a4c967814b85bb64e4a779ef1 +size 265373008 diff --git a/Terra/input_multimodal/time_series/longwave_radiation/series.yaml b/Terra/input_multimodal/time_series/longwave_radiation/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e94003d9cbdc00aa130df0e043e40c287eacd0bc --- /dev/null +++ b/Terra/input_multimodal/time_series/longwave_radiation/series.yaml @@ -0,0 +1,19 @@ +series_id: longwave_radiation +series_type: sample_level +temporal_granularity: 2592000 # 对应的是时序数据的时间粒度，例如：5min, 15min, 30min等 + +file_name: longwave_radiation.h5 #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame +variables_mode: single # 如果是单一特征的话，通常是id 为表头特征，timestamp为行的index.name +variables: # 记录时序数据的特征, 通常是一个特征 + longwave_radiation: + dtype: float + description: longwave radiation measurements by grid cell + +index: # 如果是多特征的话，需要指定id_colunm和feature_column + id_colunm: ID + time_column: timestamp + feature_column: # 前两个特征是固定的, sample_id 和时间戳，后续的特征是可以根据数据集来指定的 + - longwave_radiation + +missing_policy: + missing_timetamp: fill_zero diff --git a/Terra/input_multimodal/time_series/precipitation/precipitation.h5 b/Terra/input_multimodal/time_series/precipitation/precipitation.h5 new file mode 100644 index 0000000000000000000000000000000000000000..bc4bdf456f46136e318c028f6f58ca5209cf534a --- /dev/null +++ b/Terra/input_multimodal/time_series/precipitation/precipitation.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a2091fd972ea8f6363b14c380b79074cf486e9d414d1cffa0043226f7f1c4c5 +size 265373000 diff --git a/Terra/input_multimodal/time_series/precipitation/series.yaml b/Terra/input_multimodal/time_series/precipitation/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e348a3008cd028ea37d489e1126b7a36a0d3a52a --- /dev/null +++ b/Terra/input_multimodal/time_series/precipitation/series.yaml @@ -0,0 +1,20 @@ +series_id: precipitation +series_type: sample_level +temporal_granularity: 2592000 # 对应的是时序数据的时间粒度，例如：5min, 15min, 30min等 +timezone: + +file_name: precipitation.h5 #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame +variables_mode: single # 如果是单一特征的话，通常是id 为表头特征，timestamp为行的index.name +variables: # 记录时序数据的特征, 通常是一个特征 + precipitation: + dtype: float + description: precipitation measurements by grid cell + +index: # 如果是多特征的话，需要指定id_colunm和feature_column + id_colunm: ID + time_column: timestamp + feature_column: # 前两个特征是固定的, sample_id 和时间戳，后续的特征是可以根据数据集来指定的 + - precipitation + +missing_policy: + missing_timetamp: fill_zero diff --git a/Terra/input_multimodal/time_series/pressure/pressure.h5 b/Terra/input_multimodal/time_series/pressure/pressure.h5 new file mode 100644 index 0000000000000000000000000000000000000000..51b5856f8d196b65d51351c2e8c9d1ee6642110e --- /dev/null +++ b/Terra/input_multimodal/time_series/pressure/pressure.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e62df837e5df6457672dd6e992b7ba0f900d49eb1c3f0b72df8cd77dfbb7446b +size 265372992 diff --git a/Terra/input_multimodal/time_series/pressure/series.yaml b/Terra/input_multimodal/time_series/pressure/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0a87212d87c69c88500c993cd4dd306e2e0ddb31 --- /dev/null +++ b/Terra/input_multimodal/time_series/pressure/series.yaml @@ -0,0 +1,20 @@ +series_id: pressure +series_type: sample_level +temporal_granularity: 2592000 # 对应的是时序数据的时间粒度，例如：5min, 15min, 30min等 +timezone: + +file_name: pressure.h5 #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame +variables_mode: single # 如果是单一特征的话，通常是id 为表头特征，timestamp为行的index.name +variables: # 记录时序数据的特征, 通常是一个特征 + pressure: + dtype: float + description: pressure measurements by grid cell + +index: # 如果是多特征的话，需要指定id_colunm和feature_column + id_colunm: ID + time_column: timestamp + feature_column: # 前两个特征是固定的, sample_id 和时间戳，后续的特征是可以根据数据集来指定的 + - pressure + +missing_policy: + missing_timetamp: fill_zero diff --git a/Terra/input_multimodal/time_series/relative_humidity/relative_humidity.h5 b/Terra/input_multimodal/time_series/relative_humidity/relative_humidity.h5 new file mode 100644 index 0000000000000000000000000000000000000000..0a256c024f009b12e406fbb1c81aec6f0d46e194 --- /dev/null +++ b/Terra/input_multimodal/time_series/relative_humidity/relative_humidity.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c2744432dae279350f52ce2268949627541bcd914bac7b443134e5f81ed2add +size 265373008 diff --git a/Terra/input_multimodal/time_series/relative_humidity/series.yaml b/Terra/input_multimodal/time_series/relative_humidity/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8fb085ab08096d197741e2d1785116eba44758c7 --- /dev/null +++ b/Terra/input_multimodal/time_series/relative_humidity/series.yaml @@ -0,0 +1,20 @@ +series_id: relative_humidity +series_type: sample_level +temporal_granularity: 2592000 # 对应的是时序数据的时间粒度，例如：5min, 15min, 30min等 +timezone: + +file_name: relative_humidity.h5 #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame +variables_mode: single # 如果是单一特征的话，通常是id 为表头特征，timestamp为行的index.name +variables: # 记录时序数据的特征, 通常是一个特征 + relative_humidity: + dtype: float + description: relative humidity measurements by grid cell + +index: # 如果是多特征的话，需要指定id_colunm和feature_column + id_colunm: ID + time_column: timestamp + feature_column: # 前两个特征是固定的, sample_id 和时间戳，后续的特征是可以根据数据集来指定的 + - relative_humidity + +missing_policy: + missing_timetamp: fill_zero diff --git a/Terra/input_multimodal/time_series/shortwave_radiation/series.yaml b/Terra/input_multimodal/time_series/shortwave_radiation/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..08b7c54500376a7f3d436fcf33d13c203d6ce268 --- /dev/null +++ b/Terra/input_multimodal/time_series/shortwave_radiation/series.yaml @@ -0,0 +1,20 @@ +series_id: shortwave_radiation +series_type: sample_level +temporal_granularity: 2592000 # 对应的是时序数据的时间粒度，例如：5min, 15min, 30min等 +timezone: + +file_name: shortwave_radiation.h5 #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame +variables_mode: single # 如果是单一特征的话，通常是id 为表头特征，timestamp为行的index.name +variables: # 记录时序数据的特征, 通常是一个特征 + shortwave_radiation: + dtype: float + description: shortwave radiation measurements by grid cell + +index: # 如果是多特征的话，需要指定id_colunm和feature_column + id_colunm: ID + time_column: timestamp + feature_column: # 前两个特征是固定的, sample_id 和时间戳，后续的特征是可以根据数据集来指定的 + - shortwave_radiation + +missing_policy: + missing_timetamp: fill_zero diff --git a/Terra/input_multimodal/time_series/shortwave_radiation/shortwave_radiation.h5 b/Terra/input_multimodal/time_series/shortwave_radiation/shortwave_radiation.h5 new file mode 100644 index 0000000000000000000000000000000000000000..d1fba82cc9f6a55ad142b8559c4f6ff5bd416a08 --- /dev/null +++ b/Terra/input_multimodal/time_series/shortwave_radiation/shortwave_radiation.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8aea02f44c128f9930ab0991e5fdc648cd7343d9b8598a9e94bcab6697825c8a +size 265373008 diff --git a/Terra/input_multimodal/time_series/specific_humidity/series.yaml b/Terra/input_multimodal/time_series/specific_humidity/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..230eca9216a492a103e9ab884d28eb2e4b4e8a15 --- /dev/null +++ b/Terra/input_multimodal/time_series/specific_humidity/series.yaml @@ -0,0 +1,20 @@ +series_id: specific_humidity +series_type: sample_level +temporal_granularity: 2592000 # 对应的是时序数据的时间粒度，例如：5min, 15min, 30min等 +timezone: + +file_name: specific_humidity.h5 #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame +variables_mode: single # 如果是单一特征的话，通常是id 为表头特征，timestamp为行的index.name +variables: # 记录时序数据的特征, 通常是一个特征 + specific_humidity: + dtype: float + description: specific humidity measurements by grid cell + +index: # 如果是多特征的话，需要指定id_colunm和feature_column + id_colunm: ID + time_column: timestamp + feature_column: # 前两个特征是固定的, sample_id 和时间戳，后续的特征是可以根据数据集来指定的 + - specific_humidity + +missing_policy: + missing_timetamp: fill_zero diff --git a/Terra/input_multimodal/time_series/specific_humidity/specific_humidity.h5 b/Terra/input_multimodal/time_series/specific_humidity/specific_humidity.h5 new file mode 100644 index 0000000000000000000000000000000000000000..a622bbb6c01581364703b60fe2ae190b7ee354f8 --- /dev/null +++ b/Terra/input_multimodal/time_series/specific_humidity/specific_humidity.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e956558acc25e02d3cc3324690ce45bfa548a17bf567c98646150db2f3d64532 +size 265373008 diff --git a/Terra/input_multimodal/time_series/temperature/series.yaml b/Terra/input_multimodal/time_series/temperature/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7af9743ebf03b910bfca0fe74a3ab1bb5adfb7e7 --- /dev/null +++ b/Terra/input_multimodal/time_series/temperature/series.yaml @@ -0,0 +1,20 @@ +series_id: temperature +series_type: sample_level +temporal_granularity: 2592000 # 对应的是时序数据的时间粒度，例如：5min, 15min, 30min等 +timezone: + +file_name: temperature.h5 #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame +variables_mode: single # 如果是单一特征的话，通常是id 为表头特征，timestamp为行的index.name +variables: # 记录时序数据的特征, 通常是一个特征 + temperature: + dtype: float + description: temperature measurements by grid cell + +index: # 如果是多特征的话，需要指定id_colunm和feature_column + id_colunm: ID + time_column: timestamp + feature_column: # 前两个特征是固定的, sample_id 和时间戳，后续的特征是可以根据数据集来指定的 + - temperature + +missing_policy: + missing_timetamp: fill_zero diff --git a/Terra/input_multimodal/time_series/temperature/temperature.h5 b/Terra/input_multimodal/time_series/temperature/temperature.h5 new file mode 100644 index 0000000000000000000000000000000000000000..0dd417de3daeeb784815e520385c86cc590a2568 --- /dev/null +++ b/Terra/input_multimodal/time_series/temperature/temperature.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5885cd7be46e6373d0ec32be729b3c8abc3b4759ce0b51ff471a487e7406d12c +size 265373000 diff --git a/Terra/input_multimodal/time_series/wind_speed/series.yaml b/Terra/input_multimodal/time_series/wind_speed/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3234965b1b4783ea84802fbdfd551c5fd0a99482 --- /dev/null +++ b/Terra/input_multimodal/time_series/wind_speed/series.yaml @@ -0,0 +1,20 @@ +series_id: wind_speed +series_type: sample_level +temporal_granularity: 2592000 # 对应的是时序数据的时间粒度，例如：5min, 15min, 30min等 +timezone: + +file_name: wind_speed.h5 #所有提供的文件应该都是可以直接被pandas读取的pd.DataFrame +variables_mode: single # 如果是单一特征的话，通常是id 为表头特征，timestamp为行的index.name +variables: # 记录时序数据的特征, 通常是一个特征 + wind_speed: + dtype: float + description: wind speed measurements by grid cell + +index: # 如果是多特征的话，需要指定id_colunm和feature_column + id_colunm: ID + time_column: timestamp + feature_column: # 前两个特征是固定的, sample_id 和时间戳，后续的特征是可以根据数据集来指定的 + - wind_speed + +missing_policy: + missing_timetamp: fill_zero diff --git a/Terra/input_multimodal/time_series/wind_speed/wind_speed.h5 b/Terra/input_multimodal/time_series/wind_speed/wind_speed.h5 new file mode 100644 index 0000000000000000000000000000000000000000..0a19a7fb2354be23b40b05e3a226ee6ff5551066 --- /dev/null +++ b/Terra/input_multimodal/time_series/wind_speed/wind_speed.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d4a698a755204af9855a33306174dbd58205c9436d4ec7d9cd04c15e2459f00 +size 265373000 diff --git a/Terra/tasks/__pycache__/longitude_regression_builder.cpython-311.pyc b/Terra/tasks/__pycache__/longitude_regression_builder.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..49515466b55bc868bff5453158b4bec596c64b34 Binary files /dev/null and b/Terra/tasks/__pycache__/longitude_regression_builder.cpython-311.pyc differ diff --git a/Terra/tasks/general_task.yaml b/Terra/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..46b99909d5da97845f7c2d783d883b2756ba4e3b --- /dev/null +++ b/Terra/tasks/general_task.yaml @@ -0,0 +1,74 @@ +# ============================================================ +# LargeST_protocol/tasks/general_task.yaml +# ============================================================ +# 作用： +# - 这里只放“全任务共享的处理规则”和“命名约定”。 + +# 各个任务的task.yaml的推荐阅读顺序： +# 1) 先看每个 task.yaml 里的 sample：一条样本是什么。 +# 2) 再看 inputs：模型推理时能看到什么。 +# 3) 再看 prediction：模型要预测什么。 +# 4) 最后看 leakage：哪些列不能进入模型输入。 +# ============================================================ + +general_defaults: + # ------------------------------------------------------------ + # 输入处理默认规则。 + # 注意：这里是 processing defaults，不是 input field defaults。 + # 也就是说，这里只规定“如果某个任务使用了时序/表格/图输入，默认如何处理”， + # 但不会替任务自动添加任何输入字段。 + # ------------------------------------------------------------ + input_processing: + tabular_static: + # LargeST 中传感器 / 路段的唯一标识列。 + # 该列只用于 join labels、splits、metadata。 + id_column: ID + + time_series: + # LargeST 历史交通流数据通常以 timestamp 为时间轴，以传感器 ID 为列轴。 + timestamp_column: timestamp + id_column: ID + timezone: UTC + + sampling: + # LargeST 原始历史交通流数据常见粒度为 15 分钟。 + # 如果你的 h5 文件已经预处理成其它粒度，需要在具体任务里覆盖。 + native_rate: 1mo + + # 默认任务粒度与原始粒度一致。 + # 例如 ranking 任务按小时决策时，应在 task.yaml 中覆盖为 1h。 + task_rate: 1mo + + # 当 task_rate 比 native_rate 更粗时，例如 15min -> 1h，使用该聚合方法。 + # mean 适合交通流平均状态；sum 适合流量累计计数，但需要确认数据语义。 + downsample_method: mean + + # 当 task_rate 比 native_rate 更细时，例如 15min -> 5min，使用该插值方法。【通常不建议这样配置task】 + # ffill 表示使用最近一次观测值前向填充。 + upsample_method: ffill + + graph: + # 图输入默认视为静态图，例如 LargeST 的 adj.npy。 + # 若未来加入动态图，例如事件诱导图、施工影响图，可在具体任务中扩展。 + directed: false + weighted: false + + + # ------------------------------------------------------------ + # 通用划分名称。 + # splits.csv 中建议使用这些标准值，避免 train/val/valid/dev 混用。 + # ------------------------------------------------------------ + split_names: + train: train + validation: val + test: test + + # ------------------------------------------------------------ + # 继承规则说明。 + # 具体任务可以声明 inherit_general: true，表示继承本文件的处理默认值。 + # 注意：继承只影响 input_processing / columns / split_names 等默认规则， + # 不会自动继承任何具体输入字段。 + # ------------------------------------------------------------ + inheritance: + default_inherit_general: true + merge_strategy: recursive_override diff --git a/Terra/tasks/longitude_regression_builder.py b/Terra/tasks/longitude_regression_builder.py new file mode 100644 index 0000000000000000000000000000000000000000..66a4a37e8c44f2699b7c22a508a2830d803e1215 --- /dev/null +++ b/Terra/tasks/longitude_regression_builder.py @@ -0,0 +1,248 @@ +#!/usr/bin/env python3 +"""Shared longitude-block split builder for Terra episode regression tasks.""" + +from __future__ import annotations + +import argparse +import os +from pathlib import Path + +import numpy as np +import pandas as pd + + +DEFAULT_TRAIN_RATIO = 0.7 +DEFAULT_VAL_RATIO = 0.1 +DEFAULT_TEST_RATIO = 0.2 +SPLIT_NAMES = ("train", "validation", "test") + + +def parse_args(task_dir: Path, description: str) -> argparse.Namespace: + terra_dir = task_dir.parents[1] + parser = argparse.ArgumentParser(description=description) + parser.add_argument( + "--meta", + type=Path, + default=terra_dir / "input_multimodal" / "meta.csv", + help="Path to Terra input_multimodal/meta.csv.", + ) + parser.add_argument( + "--labels", + type=Path, + default=task_dir / "labels.csv", + help="Existing labels.csv to validate against meta.csv.", + ) + parser.add_argument( + "--existing-splits", + type=Path, + default=task_dir / "splits.csv", + help="Existing splits.csv whose fold and ood_split columns are preserved.", + ) + parser.add_argument( + "--output-dir", + type=Path, + default=task_dir, + help="Output directory for the rebuilt splits.csv.", + ) + parser.add_argument( + "--train-ratio", + type=float, + default=DEFAULT_TRAIN_RATIO, + help="Train longitude-band ratio.", + ) + parser.add_argument( + "--val-ratio", + type=float, + default=DEFAULT_VAL_RATIO, + help="Validation longitude-band ratio.", + ) + parser.add_argument( + "--test-ratio", + type=float, + default=DEFAULT_TEST_RATIO, + help="Test longitude-band ratio.", + ) + return parser.parse_args() + + +def validate_ratios(train_ratio: float, val_ratio: float, test_ratio: float) -> None: + ratios = (train_ratio, val_ratio, test_ratio) + if not np.isclose(sum(ratios), 1.0, rtol=0.0, atol=1e-9): + raise ValueError(f"Split ratios must sum to 1.0, got {sum(ratios):.6f}.") + if min(ratios) <= 0: + raise ValueError("Split ratios must all be positive.") + + +def validate_meta(meta: pd.DataFrame, target_column: str) -> None: + required = {"ID", "lon_center", "lat_center", target_column} + missing = required - set(meta.columns) + if missing: + raise ValueError(f"meta.csv is missing required columns: {sorted(missing)}") + if meta["ID"].isna().any() or meta["ID"].duplicated().any(): + raise ValueError("meta.csv IDs must be non-null and unique.") + if meta[["lon_center", "lat_center"]].isna().any().any(): + raise ValueError("Longitude/latitude columns must not contain missing values.") + + +def expected_labels(meta: pd.DataFrame, target_column: str) -> pd.DataFrame: + labels = meta[["ID", target_column]].copy() + labels = labels.rename(columns={target_column: "target_value"}) + labels["ID"] = labels["ID"].astype(int) + labels["target_value"] = labels["target_value"].astype(float) + return labels.sort_values("ID").reset_index(drop=True) + + +def validate_labels(labels_path: Path, expected: pd.DataFrame) -> pd.DataFrame: + labels = pd.read_csv(labels_path) + required = {"ID", "target_value"} + missing = required - set(labels.columns) + if missing: + raise ValueError(f"{labels_path} is missing columns: {sorted(missing)}") + if labels["ID"].isna().any() or labels["ID"].duplicated().any(): + raise ValueError(f"{labels_path} IDs must be non-null and unique.") + + labels = labels[["ID", "target_value"]].copy() + labels["ID"] = labels["ID"].astype(int) + labels = labels.sort_values("ID").reset_index(drop=True) + if not labels["ID"].equals(expected["ID"]): + raise ValueError(f"{labels_path} IDs do not match meta.csv.") + if not np.allclose( + labels["target_value"].to_numpy(dtype=float), + expected["target_value"].to_numpy(dtype=float), + rtol=1e-12, + atol=1e-12, + equal_nan=True, + ): + raise ValueError(f"{labels_path} target values do not match meta.csv.") + return labels + + +def longitude_assignments( + meta: pd.DataFrame, + train_ratio: float, + val_ratio: float, + test_ratio: float, +) -> pd.DataFrame: + validate_ratios(train_ratio, val_ratio, test_ratio) + longitude_bands = np.sort(meta["lon_center"].unique()) + if len(longitude_bands) < len(SPLIT_NAMES): + raise ValueError("At least three longitude bands are required.") + + train_band_count = int(round(len(longitude_bands) * train_ratio)) + val_band_count = int(round(len(longitude_bands) * val_ratio)) + test_band_count = len(longitude_bands) - train_band_count - val_band_count + band_counts = (train_band_count, val_band_count, test_band_count) + if min(band_counts) <= 0: + raise ValueError(f"Ratios produce an empty longitude split: {band_counts}") + + train_end = train_band_count + val_end = train_band_count + val_band_count + split_by_longitude = { + longitude: split_name + for split_name, selected_bands in zip( + SPLIT_NAMES, + ( + longitude_bands[:train_end], + longitude_bands[train_end:val_end], + longitude_bands[val_end:], + ), + ) + for longitude in selected_bands + } + + ordered = meta[["ID", "lon_center", "lat_center"]].copy() + ordered["ID"] = ordered["ID"].astype(int) + ordered = ordered.sort_values( + ["lon_center", "lat_center", "ID"], kind="stable" + ).reset_index(drop=True) + ordered["iid_split"] = ordered["lon_center"].map(split_by_longitude) + if ordered["iid_split"].isna().any(): + raise RuntimeError("Failed to assign every sample to a longitude split.") + + band_split_counts = ordered.groupby("lon_center")["iid_split"].nunique() + if not band_split_counts.eq(1).all(): + raise RuntimeError("A longitude band was divided across multiple splits.") + return ordered[["ID", "iid_split"]].sort_values("ID").reset_index(drop=True) + + +def build_splits(assignments: pd.DataFrame, existing_path: Path) -> pd.DataFrame: + existing = pd.read_csv(existing_path) + required = {"ID", "fold", "ood_split"} + missing = required - set(existing.columns) + if missing: + raise ValueError(f"{existing_path} is missing columns: {sorted(missing)}") + if existing["ID"].isna().any() or existing["ID"].duplicated().any(): + raise ValueError(f"{existing_path} IDs must be non-null and unique.") + + preserved = existing[["ID", "fold", "ood_split"]].copy() + preserved["ID"] = preserved["ID"].astype(int) + if set(assignments["ID"]) != set(preserved["ID"]): + raise ValueError(f"{existing_path} IDs do not match meta.csv.") + + splits = assignments.merge( + preserved, + on="ID", + how="left", + validate="one_to_one", + ) + return splits[["ID", "iid_split", "fold", "ood_split"]].sort_values( + "ID" + ).reset_index(drop=True) + + +def atomic_write_csv(frame: pd.DataFrame, output_path: Path) -> None: + output_path.parent.mkdir(parents=True, exist_ok=True) + temporary_path = output_path.with_name(f".{output_path.name}.tmp") + frame.to_csv(temporary_path, index=False) + os.replace(temporary_path, output_path) + + +def print_stats(labels: pd.DataFrame, splits: pd.DataFrame, meta: pd.DataFrame) -> None: + merged = ( + splits.merge(labels, on="ID", how="inner", validate="one_to_one") + .merge( + meta[["ID", "lon_center"]], + on="ID", + how="inner", + validate="one_to_one", + ) + ) + print(f"samples: {len(merged)}") + print("iid_split counts:") + print(merged["iid_split"].value_counts().reindex(SPLIT_NAMES).to_string()) + print("longitude ranges:") + print( + merged.groupby("iid_split")["lon_center"] + .agg(["min", "max", "nunique"]) + .reindex(SPLIT_NAMES) + .to_string() + ) + print("target summary by iid_split:") + print( + merged.groupby("iid_split")["target_value"] + .agg(["count", "mean", "std", "min", "max"]) + .reindex(SPLIT_NAMES) + .to_string() + ) + + +def run(task_dir: Path, target_column: str, description: str) -> None: + args = parse_args(task_dir, description) + meta = pd.read_csv(args.meta) + validate_meta(meta, target_column) + + expected = expected_labels(meta, target_column) + labels = validate_labels(args.labels, expected) + assignments = longitude_assignments( + meta, + train_ratio=args.train_ratio, + val_ratio=args.val_ratio, + test_ratio=args.test_ratio, + ) + splits = build_splits(assignments, args.existing_splits) + + output_path = args.output_dir / "splits.csv" + atomic_write_csv(splits, output_path) + print(f"validated unchanged labels: {args.labels}") + print(f"wrote: {output_path}") + print_stats(labels, splits, meta) diff --git a/Terra/tasks/mean_elevation_regression/BUILD.md b/Terra/tasks/mean_elevation_regression/BUILD.md new file mode 100644 index 0000000000000000000000000000000000000000..b37ee5893a9c69165c3cc7a94e473570cf6751e1 --- /dev/null +++ b/Terra/tasks/mean_elevation_regression/BUILD.md @@ -0,0 +1,26 @@ +# Rebuild mean_elevation_regression + +Validate the existing labels and rebuild the task's `iid_split` from +`Terra/input_multimodal/meta.csv` by: + +```bash +python build_from_meta.py +``` + +## Build logic + +1. Source rows: `meta.csv`. +2. Validate the existing label mapping: + - `ID <- ID` + - `target_value <- mean_elevation` (float) +3. Split policy: + - stable ordering: `lon_center`, then `lat_center`, then `ID` + - whole longitude bands; a band is never divided between splits + - train/validation/test longitude-band ratio = `0.7/0.1/0.2` + - default train range: `[-179.5, 71.5]` + - default validation range: `[72.5, 107.5]` + - default test range: `[108.5, 179.5]` + - preserve the existing `fold` and `ood_split` values by `ID` +4. Outputs: + - `labels.csv`: validated but not rewritten + - `splits.csv`: `ID,iid_split,fold,ood_split` diff --git a/Terra/tasks/mean_elevation_regression/build_from_meta.py b/Terra/tasks/mean_elevation_regression/build_from_meta.py new file mode 100644 index 0000000000000000000000000000000000000000..b680aeb1f282a33b333ee84e81f657a7c059d28d --- /dev/null +++ b/Terra/tasks/mean_elevation_regression/build_from_meta.py @@ -0,0 +1,26 @@ +#!/usr/bin/env python3 +"""Rebuild mean-elevation iid_split from contiguous longitude bands.""" + +from __future__ import annotations + +import sys +from pathlib import Path + + +TASK_DIR = Path(__file__).resolve().parent +TASKS_DIR = TASK_DIR.parent +if str(TASKS_DIR) not in sys.path: + sys.path.insert(0, str(TASKS_DIR)) + +from longitude_regression_builder import run # noqa: E402 + + +if __name__ == "__main__": + run( + task_dir=TASK_DIR, + target_column="mean_elevation", + description=( + "Validate mean-elevation labels and rebuild iid_split from " + "contiguous Terra longitude bands." + ), + ) diff --git a/Terra/tasks/mean_elevation_regression/labels.csv b/Terra/tasks/mean_elevation_regression/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..371c860e2311bd3c1065a809fa2147cb167687ed --- /dev/null +++ b/Terra/tasks/mean_elevation_regression/labels.csv @@ -0,0 +1,61201 @@ +ID,target_value +0,986.9333333333332 +1,962.0666666666668 +2,857.6 +3,447.3333333333333 +4,552.6 +5,746.4666666666667 +6,845.4666666666667 +7,625.0 +8,457.8 +9,364.9333333333333 +10,321.46666666666664 +11,204.33333333333331 +12,50.13333333333333 +13,53.4 +14,15.533333333333331 +15,2.0 +16,2.0 +17,2.0 +18,2.066666666666667 +19,2.8666666666666667 +20,5.533333333333333 +21,12.066666666666666 +22,19.33333333333333 +23,27.73333333333333 +24,36.6 +25,45.73333333333333 +26,55.06666666666667 +27,66.13333333333334 +28,79.46666666666667 +29,97.8 +30,124.46666666666668 +31,155.46666666666667 +32,179.93333333333334 +33,192.7333333333333 +34,201.6 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prediction.target.column = mean_elevation 是模型要预测的回归目标。 +# - mean_elevation 不能作为输入字段，否则会产生直接标签泄漏。 +# ============================================================ + +task: + id: mean_elevation_regression + type: episode_regression + description: > + Predict the mean elevation of each spatial grid cell using static climate + metadata features and the spatial grid graph structure. + +inherit_general: true + +sample: + primary_key: ID + +inputs: + # ------------------------------------------------------------ + # 静态表格输入。 + # ------------------------------------------------------------ + time_series: + - fields: precipitation # 模型可见的历史时序字段。 + source: precipitation # 指向 data_refs.time_series 中定义的底层 LargeST h5 文件。 + + window: + length: 12 # 历史窗口长度为 12 个任务时间步。 + unit: 1mo # 每步 15 分钟，因此模型看到过去 3 小时。 + + sampling: # 可选配置，如果原始数据不是15min，需要在这里配置 + native_rate: 1mo # LargeST 原始 h5 的采样粒度。 + task_rate: 1mo # 本任务的输入粒度，与原始粒度一致。 + downsample_method: mean # 如未来改成 1h，可用 mean 聚合 4 个 15min 点。 + upsample_method: ffill # 如未来改成更细粒度，可用前向填充。 + + tabular_static: + source: Terra_static_metadata + + fields: + - lat_min + - lat_max + - lon_min + - lon_max + - lat_center + - lon_center + - country + - landvegetation + - climate + - precipitation_mean + - temperature_mean + - pressure_mean + - relative_humidity_mean + - specific_humidity_mean + - wind_speed_mean + - shortwave_radiation_mean + - longwave_radiation_mean + + graph: + source: spatial_grid_graph + + +prediction: + field: mean_elevation + + +leakage: + forbidden_input_columns: + - mean_elevation + - ID + + +data_refs: + tabular_static: + Terra_static_metadata: + file: Terra/input_multimodal/meta.csv + id_column: ID + + graph: + spatial_grid_graph: + file: Terra/input_multimodal/node_level_task_graphs/spatial_grid_graph/edge_infos.csv diff --git a/Terra/tasks/precipitation_forecasting/BUILD.md b/Terra/tasks/precipitation_forecasting/BUILD.md new file mode 100644 index 0000000000000000000000000000000000000000..25751e59b66c33845665b1645c93ea2588f07ec7 --- /dev/null +++ b/Terra/tasks/precipitation_forecasting/BUILD.md @@ -0,0 +1,31 @@ +# Rebuild precipitation_forecasting + +Rebuild from raw data with: + +```bash +python build_from_raw_timeseries.py +# python index_add_one.py +python timestamp_add_one.py +``` + + +## Build logic + +1. Source files: + - `Terra/input_multimodal/time_series/precipitation/precipitation.h5` (raw precipitation time series) + - `Terra/input_multimodal/ca_meta.csv` (spatial unit metadata) +2. Subset policy: + - temporal policy: monthly decision timestamps (one per month, using the original month-end dates from the HDF5 file) + - input resolution: monthly + - context window: 12 (12 months of history) + - horizon: 2 (2 months of forecast) +3. Labels construction (index + reference): + - one row per decision timestamp + - columns: `timestamp,t_index,context_start_index,context_end_index_exclusive,forecast_start_index,forecast_end_index_exclusive,target_series_ref,target_tensor_shape` + - `target_series_ref=precipitation` points to the precipitation time series tensor +4. Splits construction: + - seed: 42 + - temporal split by sorted decision timestamps + - ratio: `0.6/0.2/0.2` (train/validation/test) + - columns: `timestamp,split,fold` + - `fold=0` diff --git a/Terra/tasks/precipitation_forecasting/build_from_raw_timeseries.py b/Terra/tasks/precipitation_forecasting/build_from_raw_timeseries.py new file mode 100644 index 0000000000000000000000000000000000000000..74b236fbc6449de2d3ad7d632a3acf518f1e9b29 --- /dev/null +++ b/Terra/tasks/precipitation_forecasting/build_from_raw_timeseries.py @@ -0,0 +1,197 @@ +#!/usr/bin/env python3 +"""Rebuild labels.csv and splits.csv for precipitation_forecasting.""" + +from __future__ import annotations + +import argparse +from pathlib import Path + +import pandas as pd + + +DEFAULT_SEED = 42 +DEFAULT_CONTEXT_WINDOW = 12 +DEFAULT_HORIZON = 2 +DEFAULT_TRAIN_RATIO = 0.6 +DEFAULT_VAL_RATIO = 0.2 +DEFAULT_TEST_RATIO = 0.2 + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser( + description="Build precipitation forecasting labels/splits from raw flow series." + ) + parser.add_argument( + "--meta", + type=Path, + default=Path(__file__).resolve().parents[2] / "input_multimodal" / "meta.csv", + help="Path to meta.csv.", + ) + parser.add_argument( + "--flow-h5", + type=Path, + default=Path(__file__).resolve().parents[3] + / "Terra" + / "input_multimodal" + / "time_series" + / "precipitation" + / "precipitation.h5", + help="Path to raw precipitation HDF file.", + ) + parser.add_argument( + "--output-dir", + type=Path, + default=Path(__file__).resolve().parent, + help="Output directory for labels.csv and splits.csv.", + ) + parser.add_argument("--seed", type=int, default=DEFAULT_SEED, help="Random seed (record only).") + parser.add_argument( + "--context-window", + type=int, + default=DEFAULT_CONTEXT_WINDOW, + help="Context window on 15-min series.", + ) + parser.add_argument( + "--horizon", + type=int, + default=DEFAULT_HORIZON, + help="Forecast horizon on 15-min series.", + ) + parser.add_argument("--train-ratio", type=float, default=DEFAULT_TRAIN_RATIO) + parser.add_argument("--val-ratio", type=float, default=DEFAULT_VAL_RATIO) + parser.add_argument("--test-ratio", type=float, default=DEFAULT_TEST_RATIO) + return parser.parse_args() + + +def validate_ratios(train_ratio: float, val_ratio: float, test_ratio: float) -> None: + total = train_ratio + val_ratio + test_ratio + if abs(total - 1.0) > 1e-9: + raise ValueError(f"Split ratios must sum to 1.0, got {total:.6f}.") + if min(train_ratio, val_ratio, test_ratio) <= 0: + raise ValueError("Split ratios must all be positive.") + + +def select_sd_ids(meta_path: Path, flow_columns: pd.Index) -> list[str]: + meta = pd.read_csv(meta_path) + sd = meta.copy() + sd["ID"] = sd["ID"].astype(str) + flow_id_set = {str(x) for x in flow_columns} + sd_ids = [x for x in sd["ID"].tolist() if x in flow_id_set] + return sd_ids + + +def select_decision_timestamps( + timestamps: pd.Index, + context_window: int, + horizon: int, +) -> list[pd.Timestamp]: + ts = pd.to_datetime(timestamps) + valid_t = range(context_window - 1, len(ts) - horizon) + selected = [ts[t] for t in valid_t if ts[t].minute == 0] + return selected + + +def build_temporal_splits( + selected_timestamps: list[pd.Timestamp], + train_ratio: float, + val_ratio: float, + test_ratio: float, +) -> pd.DataFrame: + n = len(selected_timestamps) + n_train = int(n * train_ratio) + n_val = int(n * val_ratio) + train_end = n_train + val_end = n_train + n_val + + out = [] + for i, ts in enumerate(selected_timestamps): + if i < train_end: + split = "train" + elif i < val_end: + split = "validation" + else: + split = "test" + out.append({"timestamp": ts.isoformat(), "split": split, "fold": 0}) + return pd.DataFrame(out) + + +def build_labels( + full_timestamps: pd.Index, + n_ids: int, + selected_positions: list[int], + context_window: int, + horizon: int, +) -> pd.DataFrame: + rows: list[dict[str, object]] = [] + for t in selected_positions: + ts = pd.Timestamp(full_timestamps[t]).strftime("%Y-%m-%dT%H:%M:%S") + rows.append( + { + "timestamp": ts, + "t_index": int(t), + "context_start_index": int(t - context_window + 1), + "context_end_index_exclusive": int(t + 1), + "forecast_start_index": int(t + 1), + "forecast_end_index_exclusive": int(t + horizon + 1), + "target_series_ref": "precipitation", + "target_tensor_shape": f"[{n_ids},{horizon},1]", + } + ) + return pd.DataFrame(rows) + + +def main() -> None: + args = parse_args() + validate_ratios(args.train_ratio, args.val_ratio, args.test_ratio) + + flow_df = pd.read_hdf(args.flow_h5) + flow_df.columns = flow_df.columns.astype(str) + + sd_ids = select_sd_ids(args.meta, flow_df.columns) + + flow_sd = flow_df[sd_ids].copy() + selected_timestamps = select_decision_timestamps( + flow_sd.index, + context_window=args.context_window, + horizon=args.horizon, + ) + if not selected_timestamps: + raise RuntimeError("No decision timestamps selected.") + + ts_index = pd.to_datetime(flow_sd.index) + ts_to_pos = {pd.Timestamp(ts): i for i, ts in enumerate(ts_index)} + selected_positions = [ts_to_pos[pd.Timestamp(ts)] for ts in selected_timestamps] + + labels = build_labels( + full_timestamps=flow_sd.index, + n_ids=len(sd_ids), + selected_positions=selected_positions, + context_window=args.context_window, + horizon=args.horizon, + ) + splits = build_temporal_splits( + selected_timestamps, + train_ratio=args.train_ratio, + val_ratio=args.val_ratio, + test_ratio=args.test_ratio, + ) + + output_dir = args.output_dir + output_dir.mkdir(parents=True, exist_ok=True) + labels_path = output_dir / "labels.csv" + splits_path = output_dir / "splits.csv" + labels.to_csv(labels_path, index=False) + splits.to_csv(splits_path, index=False) + + print(f"seed: {args.seed}") + print(f"sd_ids: {len(sd_ids)}") + print(f"decision_timestamps: {len(selected_timestamps)}") + print(f"labels_rows: {len(labels)}") + print(f"wrote: {labels_path}") + print(f"wrote: {splits_path}") + print("split counts:") + print(splits["split"].value_counts().to_string()) + + +if __name__ == "__main__": + main() diff --git a/Terra/tasks/precipitation_forecasting/index_add_one.py b/Terra/tasks/precipitation_forecasting/index_add_one.py new file mode 100644 index 0000000000000000000000000000000000000000..b198a5eaea3e602036af03a7d02c40c6142555e6 --- /dev/null +++ b/Terra/tasks/precipitation_forecasting/index_add_one.py @@ -0,0 +1,24 @@ +import pandas as pd + +# 读取CSV文件 +df = pd.read_csv('labels.csv') + +# 需要加1的列 +columns_to_increment = [ + 't_index', + 'context_start_index', + 'context_end_index_exclusive', + 'forecast_start_index', + 'forecast_end_index_exclusive' +] + +# 将这些列的值都加1 +for col in columns_to_increment: + df[col] = df[col] + 1 + +# 保存回原文件 +df.to_csv('labels.csv', index=False) + +print("修改完成！") +print("\n修改后的数据：") +print(df) \ No newline at end of file diff --git a/Terra/tasks/precipitation_forecasting/labels.csv b/Terra/tasks/precipitation_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..0d2a9381a852d5d7c77c025b3b7955e0d5e51991 --- /dev/null +++ b/Terra/tasks/precipitation_forecasting/labels.csv @@ -0,0 +1,527 @@ +timestamp,t_index,context_start_index,context_end_index_exclusive,forecast_start_index,forecast_end_index_exclusive,target_series_ref,target_tensor_shape +1980-01-31T00:00:00,12,0,12,13,15,precipitation,"[9405,2,1]" +1980-02-29T00:00:00,13,1,13,14,16,precipitation,"[9405,2,1]" +1980-03-31T00:00:00,14,2,14,15,17,precipitation,"[9405,2,1]" +1980-04-30T00:00:00,15,3,15,16,18,precipitation,"[9405,2,1]" +1980-05-31T00:00:00,16,4,16,17,19,precipitation,"[9405,2,1]" +1980-06-30T00:00:00,17,5,17,18,20,precipitation,"[9405,2,1]" +1980-07-31T00:00:00,18,6,18,19,21,precipitation,"[9405,2,1]" +1980-08-31T00:00:00,19,7,19,20,22,precipitation,"[9405,2,1]" +1980-09-30T00:00:00,20,8,20,21,23,precipitation,"[9405,2,1]" +1980-10-31T00:00:00,21,9,21,22,24,precipitation,"[9405,2,1]" 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============================================================ +# Task: precipitation_forecasting +# ============================================================ +# 任务目标： +# - 使用 LargeST 历史交通流 traffic_flow 的过去窗口，预测未来窗口。 +# - 这是典型的多传感器时间序列预测任务。 +# +# 核心语义： +# - sample 定义“一条样本是什么”：一个决策时间 timestamp。 +# - inputs 定义“模型能看到什么”：timestamp 之前的历史 traffic_flow， +# 以及在预测时刻已知的未来协变量，例如 day_of_week。 +# - prediction 定义“模型要预测什么”：未来 horizon 内的 traffic_flow 序列。 +# - leakage 定义“哪些未来值不能进输入”：未来 traffic_flow 绝对不能作为输入。 +# ============================================================ + +task: + id: precipitation_forecasting # 任务唯一 ID；建议与目录名保持一致，便于脚本自动发现。 + type: time_series_forecasting # 任务类型：时间序列预测。 + description: > + Predict future precipitation from historical precipitation time series using + weather data. Each sample corresponds to a monthly timestamp. The model takes + as input 12 months of historical precipitation, along with static geographical + features (e.g., latitude, longitude, elevation, climate) and spatial graph + structure (grid connectivity). It predicts the next 2 months of precipitation. + +# 是否继承 ../general_task.yaml 中的通用处理规则。 +inherit_general: true + +sample: + primary_key: timestamp + + # 标签存储模式。 + # index_reference: labels.csv 不逐个展开 (ID, timestamp, horizon) 标签， + # 而是用引用列指向底层时间序列文件。 + # long_table: labels.csv 逐行存储每个目标值，体积更大但更直观。 + label_mode: index_reference + +inputs: + # ------------------------------------------------------------ + # 模型输入 1：历史交通流。 + # ------------------------------------------------------------ + time_series: + - fields: precipitation # 模型可见的历史时序字段。 + source: precipitation # 指向 data_refs.time_series 中定义的底层 LargeST h5 文件。 + + window: + length: 12 # 历史窗口长度为 12 个任务时间步。 + unit: 1mo # 每步 15 分钟，因此模型看到过去 3 小时。 + + sampling: # 可选配置，如果原始数据不是15min，需要在这里配置 + native_rate: 1mo # LargeST 原始 h5 的采样粒度。 + task_rate: 1mo # 本任务的输入粒度，与原始粒度一致。 + downsample_method: mean # 如未来改成 1h，可用 mean 聚合 4 个 15min 点。 + upsample_method: ffill # 如未来改成更细粒度，可用前向填充。 + + + tabular_static: + source: Terra_static_metadata # 指向 data_refs.tabular_static 中的静态属性表。 + + fields: + - lat_min + - lat_max + - lon_min + - lon_max + - lat_center + - lon_center + - country + - landvegetation + - climate + - mean_elevation + - temperature_mean + - pressure_mean + - relative_humidity_mean + - specific_humidity_mean + - wind_speed_mean + - shortwave_radiation_mean + - longwave_radiation_mean + + graph: + source: spatial_grid_graph + +prediction: + field: precipitation # 需要预测的目标变量。 + source: precipitation # 目标值来自同一个 LargeST 历史交通流 h5 文件。 + + horizon: + length: 2 # 预测未来 12 个时间步。 + unit: 1mo # 每步 15 分钟，因此预测未来 3 小时。 + starts_after: timestamp # 未来窗口从 sample.timestamp 之后开始。 + + stride: 1 # 相邻样本的 timestamp 间隔为 1 个任务时间步。 + + label_storage: + ref_column: target_series_ref # labels.csv 中指向底层目标序列的引用列。 + shape_column: target_tensor_shape # labels.csv 中记录目标张量形状的列，例如 [num_nodes, horizon, num_fields]。 + +leakage: + + observed_past_only_columns: + - precipitation # traffic_flow 只能作为历史输入；未来 traffic_flow 是预测目标，不能作为输入。 + + +data_refs: + time_series: + precipitation: + file: Terra/input_multimodal/time_series/precipitation/precipitation.h5 + value_field: precipitation # h5 中对应的变量语义。 + native_grid_minutes: 43200 # 原始时间网格为 15 分钟。 + + tabular_static: + Terra_static_metadata: + file: Terra/input_multimodal/meta.csv # 按你的实际文件路径调整 最好用相对路径。 + id_column: ID + + graph: + spatial_grid_graph: + file: Terra/input_multimodal/node_level_task_graphs/spatial_grid_graph/edge_infos.csv diff --git a/Terra/tasks/precipitation_forecasting/timestamp_add_one.py b/Terra/tasks/precipitation_forecasting/timestamp_add_one.py new file mode 100644 index 0000000000000000000000000000000000000000..36c5a591d224c6c9a5c1017e9e215cd853f75ffc --- /dev/null +++ b/Terra/tasks/precipitation_forecasting/timestamp_add_one.py @@ -0,0 +1,37 @@ +import pandas as pd +import shutil + +# # 备份 +# shutil.copy('labels.csv', 'labels.csv.backup') +# print("已备份\n") + +# 读取 +df = pd.read_csv('labels.csv') + +# timestamp向下平移，最后一行填2023-11-30T00:00:00 +df['timestamp'] = df['timestamp'].shift(-1) +df.loc[df.index[-1], 'timestamp'] = '2023-11-30T00:00:00' + +# 保存 +df.to_csv('labels.csv', index=False) + +print("修改完成！") +print(f"\n前5行：") +print(df.head()) +print(f"\n后5行：") +print(df.tail()) + +df = pd.read_csv('splits.csv') + +# timestamp向下平移，最后一行填2023-11-30T00:00:00 +df['timestamp'] = df['timestamp'].shift(-1) +df.loc[df.index[-1], 'timestamp'] = '2023-11-30T00:00:00' + +# 保存 +df.to_csv('splits.csv', index=False) + +print("修改完成！") +print(f"\n前5行：") +print(df.head()) +print(f"\n后5行：") +print(df.tail()) \ No newline at end of file diff --git a/US_Covid_Google/.DS_Store b/US_Covid_Google/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..7a78168f9d4c2183a354f82f5679fdc4c20a0078 Binary files /dev/null and b/US_Covid_Google/.DS_Store differ diff --git a/US_Covid_Google/dataset.py b/US_Covid_Google/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..1fccbd7a2de81e62ec77f6122ac2f2ca6bd800f2 --- /dev/null +++ b/US_Covid_Google/dataset.py @@ -0,0 +1,394 @@ +from __future__ import annotations + +import argparse +import tempfile +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, Iterable +from torch.utils.data import Dataset, DataLoader + +import pandas as pd +import yaml + +# Record whether the required fields are provided. +field_dict = { + 'dataset': {'modalities': ['meta_features', 'node_level_task_graphs', 'time_series']}, + 'graphs': ['', '', '', ''], + 'time_series': ['', '', '', ' ', ''] +} + +def read_yaml(path: Path) -> dict[str, Any]: + with path.open("r", encoding="utf-8") as f: + return yaml.safe_load(f) + +def read_all_configs(dataset_yaml_path: str) -> Dict[str, Any]: + """ + Read all related configuration files, starting from dataset.yaml. + + Args: + dataset_yaml_path: Path to dataset.yaml. + + Returns: + A dictionary containing all configurations. + """ + # Get the protocol directory path. + protocol_dir = Path(dataset_yaml_path).parent + + # 1. Read dataset.yaml. + dataset_config = read_yaml(Path(dataset_yaml_path)) + print(f"已读取 dataset.yaml: {dataset_config['dataset_name']}") + + # 2. Read graph configurations. + graph_configs = {} + if 'node_level_task_graphs' in dataset_config['modalities']: + graph_ids = dataset_config['modalities']['node_level_task_graphs'].get('graph_ids', []) + + for graph_id in graph_ids: + graph_yaml_path = protocol_dir / f"input_multimodal/node_level_task_graphs/{graph_id}/graph.yaml" + if graph_yaml_path.exists(): + graph_config = read_yaml(Path(graph_yaml_path)) + graph_configs[graph_id] = graph_config + print(f"已读取 graph.yaml: {graph_id}") + else: + print(f"警告: 未找到 graph.yaml: {graph_yaml_path}") + + # 3. Read time series configurations. + ts_configs = {} + if 'time_series' in dataset_config['modalities']: + ts_ids = dataset_config['modalities']['time_series'].get('time_series_ids', []) + + for ts_id in ts_ids: + ts_yaml_path = protocol_dir / f"input_multimodal/time_series/{ts_id}/series.yaml" + if ts_yaml_path.exists(): + ts_config = read_yaml(Path(ts_yaml_path)) + ts_configs[ts_id] = ts_config + print(f"已读取 series.yaml: {ts_id}") + else: + print(f"警告: 未找到 series.yaml: {ts_yaml_path}") + + # 4. Combine all configurations. + all_configs = { + 'dataset': dataset_config, + 'graphs': graph_configs, + 'time_series': ts_configs + } + + return all_configs + +def _first_existing(candidates: Iterable[Path]) -> Path: + candidate_list = [Path(p).expanduser() for p in candidates] + for p in candidate_list: # Return an existing path from the candidate paths. + if p.is_file(): + return p.resolve() + shown = ", ".join(str(c) for c in candidate_list) + raise FileNotFoundError(f"None of the candidate paths exist: {shown}") + + +def _load_frame(path: Path) -> pd.DataFrame: + """Load a single-table file as used in protocol YAMLs (csv / parquet / h5).""" + path = Path(path).expanduser().resolve() + suf = path.suffix.lower() + if suf == ".csv": + return pd.read_csv(path) + if suf in (".tsv", ".txt"): + return pd.read_csv(path, sep="\t") + if suf in (".parquet", ".pq"): + return pd.read_parquet(path) + if suf in (".h5", ".hdf5", ".hdf"): + return pd.read_hdf(path) + raise ValueError(f"Unsupported data file extension for {path}") + + +def _meta_candidates(dataset_dir: Path, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / file_name, + ] + + +def _graph_file_candidates(dataset_dir: Path, graph_level: str, graph_id: str, file_name: str) -> list[Path]: + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + base = [ + dataset_dir + / "input_multimodal" + / graph_level + / graph_id + / file_name, + ] + return base + + +def _series_file_candidates(dataset_dir: Path, series_id: str, file_name: str) -> list[Path]: # Generate all candidate storage paths. + p = Path(file_name).expanduser() + if p.is_absolute(): + return [p] + return [ + dataset_dir / "input_multimodal" / "time_series" / series_id / file_name, + dataset_dir / file_name, + dataset_dir / "input_multimodal" / file_name, + ] + +def _parse_meta(meta: pd.DataFrame) -> Dict[str, Any]: + # Parse each column in meta_df and convert the data to a dictionary. + meta_dict = {} + for col in meta.columns: + meta_dict[col] = list(meta[col]) + return meta_dict + +def _parse_graph(graph: pd.DataFrame, graph_features: list[str] | None) -> Dict[str, Any]: + ''' + Required information in the graph dictionary includes: + - A sparse adjacency list + - The weight of each edge + - Edge features (optional) + ''' + graph_dict = {} + required_fields = ['src_id', 'dst_id', 'weight'] + for field in required_fields: + if field not in graph.columns: + raise ValueError(f"Missing required column: {field}") + + graph_dict['edge'] = list(zip(graph['src_id'], graph['dst_id'])) + graph_dict['weight'] = graph['weight'].tolist() + if all(x == 1.0 for x in list(graph_dict['weight'])): + graph_dict['weighted'] = False + else: + graph_dict['weighted'] = True + + if graph_features is not None: # Add graph features to the dictionary if they are available. + for feature in graph_features: + graph_dict[feature] = list(graph[feature]) + + return graph_dict + +def _parse_time_series(time_series: pd.DataFrame, scfg: dict[str, Any], time2graph_map: Dict[str, Any]|None) -> Dict[str, Any]: + + time_series_dict = {} + variables_mode = scfg.get("variables_mode") + time_series_dict['variables_mode'] = variables_mode # Use mode to distinguish single-variable and multivariable data. + + if variables_mode == "single": # For a single variable, the index is timestamp, column names are sample_id values, and the feature name is series_id. + time_type = str(time_series.index.dtype) + + time_series_dict['time_type'] = time_type + time_series_dict['timestamp'] = time_series.index.tolist() + time_series_dict['value'] = {} + if time2graph_map: # + for col in time_series.columns: + time_series_dict['value'][time2graph_map.get(int(col), col)] = list(time_series[col]) + else: + for col in time_series.columns: + time_series_dict['value'][col] = list(time_series[col]) + else: + # For multiple variables, the columns are sample_id, timestamp, feature_name1, feature_name2, ... + # Extract timestamps and feature values in timestamp order, using the structure feature_name*: {sample_id: [values]}. + index_cfg = scfg.get("index") or {} + id_col = index_cfg.get("id_colunm") or index_cfg.get("id_column") + time_col = index_cfg.get("time_column") + if not id_col: + raise ValueError("time_series.index must configure id_colunm or id_column") + if not time_col: + raise ValueError("time_series.index must configure time_column") + + required_columns = [id_col, time_col] + missing_columns = [col for col in required_columns if col not in time_series.columns] + if missing_columns: + raise ValueError(f"Missing required time series column(s): {missing_columns}") + + series_features = index_cfg.get("feature_column") + if not series_features: + series_features = [col for col in time_series.columns if col not in required_columns] + elif isinstance(series_features, str): + series_features = [series_features] + else: + series_features = list(series_features) + + if not series_features: + raise ValueError("No feature columns configured or inferred for time series") + + missing_features = [col for col in series_features if col not in time_series.columns] + if missing_features: + raise ValueError(f"Missing configured feature column(s): {missing_features}") + + sorted_time_series = time_series.sort_values([id_col, time_col]) + time_series_dict['feature_names'] = series_features + time_series_dict['time_type'] = str(time_series[time_col].dtype) + time_series_dict['timestamp'] = sorted(time_series[time_col].drop_duplicates().tolist()) + timestamp_by_sample = {} + time_series_dict['value'] = {feature: {} for feature in series_features} + + for sample_id, sample_df in sorted_time_series.groupby(id_col, sort=False): + output_sample_id = time2graph_map.get(sample_id, sample_id) if time2graph_map else sample_id + timestamp_by_sample[output_sample_id] = sample_df[time_col].tolist() + for feature in series_features: + time_series_dict['value'][feature][output_sample_id] = sample_df[feature].tolist() + + if any(timestamps != time_series_dict['timestamp'] for timestamps in timestamp_by_sample.values()): + time_series_dict['timestamp_by_sample'] = timestamp_by_sample + + return time_series_dict + +@dataclass +class LoadedDataset: + dataset_dir: Path + config: dict[str, Any] + meta_features: Dict[str, Any] + graphs: Dict[str, Any] + time_series: Dict[str, Any] + + +# def _check_graphs(graph_config: dict[str, Any]) -> None: +# check + + +# Read all YAML files into one configuration. +class MultiModalDataset(LoadedDataset): + """ + Use the configuration returned by ``read_all_configs`` to resolve protocol paths under ``dataset_dir`` and load tables. + + ``dataset_dir`` is usually the protocol root containing ``input_multimodal/`` and ``dataset.yaml``, + or an equivalent data root. Path resolution tries ``dataset_dir/`` and + ``dataset_dir/input_multimodal/...``, among other candidate locations, in order. + """ + + def __init__(self, config: dict[str, Any], dataset_dir: Path | str) -> None: + root = Path(dataset_dir).expanduser().resolve() + dataset_cfg = config["dataset"] + modalities = dataset_cfg.get("modalities") or {} + time2graph_map = {} + + # Read meta_features data. + meta_block: Dict[str, Any] = {} + if isinstance(modalities.get("meta_features"), dict): + mf = modalities["meta_features"] + meta_file = mf.get("file_name") + if mf.get("required") and not meta_file: + raise ValueError("meta_features is required but file_name is not configured") + if meta_file: + meta_path = _first_existing(_meta_candidates(root, str(meta_file))) + meta_tmp = _load_frame(meta_path) + meta_features = _parse_meta(meta_tmp) # Parse meta_df. + sample_def = dataset_cfg.get("sample_defination") or dataset_cfg.get( + "sample_definition" + ) + id_col_graph = None + id_col_time_series = None + if isinstance(sample_def, dict): + id_col_graph = sample_def.get("sample_id_graph") + id_col_time_series = sample_def.get("sample_id_time_series") + + meta_block = { + "path": str(meta_path), + "features": meta_features, + "sample_id_graph": id_col_graph, + "sample_id_time_series": id_col_time_series, + } + if id_col_graph is not None and id_col_time_series is not None: + # If both id_col_graph and id_col_time_series exist, build a mapping between them to align the two modalities. + # By default, map time series IDs from id_col_time_series to graph IDs in id_col_graph. + time2graph_map = {time_id: graph_id for time_id, graph_id in zip(meta_tmp[id_col_time_series], meta_tmp[id_col_graph])} + # Read graph data. + graphs: Dict[str, Any] = {} + for gid, gcfg in (config.get("graphs") or {}).items(): + if not isinstance(gcfg, dict): + continue + fname = gcfg.get("file_name") + graph_level = gcfg.get("graph_level") # Graph level, for example: node_level_task_graph, graph_level_task_graph. + graph_directed = gcfg.get("directed") # Graph type, for example: directed, undirected. + edge_features_cfg = gcfg.get("edge_features") or {} + graph_features = edge_features_cfg.get("feature_name") if edge_features_cfg.get("available") else None # Graph features, for example: edge_features. + if not fname: + continue + + gpath = _first_existing(_graph_file_candidates(root, str(graph_level), str(gid), str(fname))) + tmp_graph = _load_frame(gpath) + # Continue parsing individual graph features. + tmp_graph_dict = _parse_graph(tmp_graph, graph_features) + tmp_graph_dict['directed'] = graph_directed + tmp_graph_dict['edge_features'] = graph_features + graphs[str(gid)] = tmp_graph_dict # Load graph data into the dictionary. + + time_series: Dict[str, Any] = {} + for sid, scfg in (config.get("time_series") or {}).items(): + if not isinstance(scfg, dict): + continue + fname = scfg.get("file_name") + if not fname: + continue + spath = _first_existing(_series_file_candidates(root, str(sid), str(fname))) + tmp_time_series = _load_frame(spath) + + frequency = scfg.get("temporal_granularity") + tmp_time_series_dict = _parse_time_series(tmp_time_series, scfg, time2graph_map) + tmp_time_series_dict['frequency'] = frequency + time_series[str(sid)] = tmp_time_series_dict + + super().__init__( + dataset_dir=root, + config=config, + meta_features=meta_block, + graphs=graphs, + time_series=time_series, + ) + + +if __name__ == "__main__": + protocol_dir = Path(__file__).resolve().parent + dataset_yaml_path = protocol_dir / "dataset.yaml" + + configs = read_all_configs(str(dataset_yaml_path)) + dataset = MultiModalDataset(configs, protocol_dir) + + assert isinstance(dataset.config, dict), "dataset.config should be a dict" + assert "dataset" in dataset.config, "dataset.config should include dataset config" + assert isinstance(dataset.meta_features, dict), "dataset.meta_features should be a dict" + assert "features" in dataset.meta_features, "dataset.meta_features should include parsed features" + assert isinstance(dataset.meta_features["features"], dict), ( + "dataset.meta_features['features'] should be a dict" + ) + assert isinstance(dataset.graphs, dict), "dataset.graphs should be a dict" + assert "county_queen_contiguity" in dataset.graphs, ( + "dataset.graphs should include county_queen_contiguity" + ) + assert isinstance(dataset.graphs["county_queen_contiguity"], dict), ( + "county_queen_contiguity should be a parsed dict" + ) + assert isinstance(dataset.time_series, dict), "dataset.time_series should be a dict" + assert "weekly_cases_raw" in dataset.time_series, ( + "dataset.time_series should include weekly_cases_raw" + ) + weekly_cases = dataset.time_series["weekly_cases_raw"] + assert isinstance(weekly_cases, dict), ( + "weekly_cases_raw should be a parsed dict" + ) + for field in ("variables_mode", "timestamp", "value", "frequency"): + assert field in weekly_cases, f"weekly_cases_raw should include {field}" + + print(f"Dataset: {dataset.config['dataset'].get('dataset_name')}") + print(f"Protocol dir: {dataset.dataset_dir}") + print(f"Meta features: columns={len(dataset.meta_features.get('features', {}))}") + for graph_id, graph_dict in dataset.graphs.items(): + print( + f"Graph[{graph_id}]: edges={len(graph_dict.get('edge', []))}, " + f"directed={graph_dict.get('directed')}" + ) + for series_id, series_data in dataset.time_series.items(): + if isinstance(series_data, dict): + value = series_data.get("value", {}) + if series_data.get("variables_mode") == "single": + feature_count = 1 + sample_count = len(value) + else: + feature_count = len(value) + sample_count = len(next(iter(value.values()), {})) + print( + f"TimeSeries[{series_id}]: mode={series_data.get('variables_mode')}, " + f"features={feature_count}, timestamps={len(series_data.get('timestamp', []))}, " + f"samples={sample_count}" + ) + else: + print(f"TimeSeries[{series_id}]: shape={series_data.shape}") diff --git a/US_Covid_Google/dataset.yaml b/US_Covid_Google/dataset.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d8d285cbcd0867700feca64476c4853af0f64eee --- /dev/null +++ b/US_Covid_Google/dataset.yaml @@ -0,0 +1,36 @@ +dataset_id: google_covid19_us_county_three_modal_core +dataset_name: Google COVID-19 Open Data U.S. County Three-Modal Core Dataset +domain: public_health + +sample_definition: + sample_type: us_county_or_county_equivalent + sample_id_graph: node_id + sample_id_time_series: node_id + description: Each sample is one retained county or county equivalent in the 50 states or District of Columbia. + +modalities: + meta_features: + required: true + file_name: county_static_features.csv + + node_level_task_graphs: + available: true + graph_ids: + - county_queen_contiguity + + time_series: + available: true + time_series_ids: + - weekly_cases_raw + +tasks: + - population_density_regression + - weekly_cases_forecasting + +license: + data_license: Source-specific; see processed/source_manifest.json + redistribution_allowed: false + +source: + name: Google COVID-19 Open Data and U.S. federal county geometry + url: https://health.google.com/covid-19/open-data/ diff --git a/US_Covid_Google/input_multimodal/.DS_Store b/US_Covid_Google/input_multimodal/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..396f45333abb2c3d2950c4a847b1d5a4afe095b3 Binary files /dev/null and b/US_Covid_Google/input_multimodal/.DS_Store differ diff --git a/US_Covid_Google/input_multimodal/county_static_features.csv b/US_Covid_Google/input_multimodal/county_static_features.csv new file mode 100644 index 0000000000000000000000000000000000000000..78b8179863d3c4523803ecfe89dfaf6afe6f6997 --- /dev/null +++ b/US_Covid_Google/input_multimodal/county_static_features.csv @@ -0,0 +1,2377 @@ 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County,AL,Alabama,33.769444,-85.820833,google,114710.0,1569.0,73.11026131293818,11.650171200873093,4.3055540019716,0.11630197890332142,0.12868973934269026,0.13535001307645367,0.1220120303373725,0.12026850318193706,0.1360648592101822,0.12681544765059716,0.07556446691657223,0.03893296138087351,0.21925377037747362,0.602841077499782,0.17790515212274433,1.0,0.5192572574317845,0.4807427425682155,223.0,223.0,0,,1,0.6924372964847062,0.622240520382741,-0.11444318668857321,0.3715988892981114,-0.18450033810949856,0.8764194716994929,0,0,0,0,0,0 +8,US_AL_01017,01017,Chambers County,AL,Alabama,32.911111,-85.393889,google,33707.0,1562.0,21.579385403329066,10.425490476892245,3.117037339720837,0.11816536624440027,0.112765894324621,0.13068502091553683,0.11027383036164595,0.12306049188595841,0.14311567330228142,0.13196072032515502,0.08514551873498087,0.04482748390542024,0.20837808170409708,0.5956685554929243,0.19595336280297862,1.0,0.5208117008336547,0.47918829916634526,248.0,248.0,0,,1,-0.23133894587115159,-0.20718034554660966,-0.4720034264904165,0.13544891590804548,0.24210763075675049,0.952482720230571,0,0,0,0,0,0 +9,US_AL_01019,01019,Cherokee County,AL,Alabama,34.169722,-85.594167,google,25805.0,1554.0,16.605534105534105,10.158362302011792,2.8682132904333346,0.10005812826971518,0.11722534392559582,0.10842859910869987,0.09560162759155202,0.12431699283084674,0.15101724472001551,0.14958341406704126,0.10559968998256151,0.0481689595039721,0.19383840341019182,0.5776012400697539,0.22856035652005424,1.0,0.5031583026545243,0.4968416973454757,172.0,172.0,0,,1,-0.4328336348839119,-0.38082524677437557,-0.9500247282712407,-0.45940405942368595,1.0128435007513485,0.08865273999341967,0,0,0,0,0,0 +10,US_AL_01021,01021,Chilton County,AL,Alabama,32.845278,-86.714444,google,44120.0,1815.0,24.308539944903583,10.694691138568423,3.2311418860066157,0.1314596554850408,0.13109700815956482,0.12475067996373526,0.12112420670897552,0.12815049864007252,0.1356300997280145,0.12044424297370807,0.07191749773345421,0.03542611060743427,0.23633726201269267,0.5960970081595648,0.1675657298277425,1.0,0.5081595648232095,0.49184043517679055,189.0,189.0,0,,1,-0.02828098079223061,-0.12755109457119665,0.4472111185413003,0.14955540254263736,-0.4288946452610525,0.33337843849623955,0,0,0,0,0,0 +11,US_AL_01023,01023,Choctaw County,AL,Alabama,32.020278,-88.263056,google,12925.0,2385.0,5.419287211740042,9.46699606582284,1.859307085329288,0.10375241779497099,0.11822050290135397,0.10754352030947775,0.09918762088974854,0.11644100580270793,0.1539651837524178,0.14127659574468085,0.10444874274661509,0.05516441005802708,0.19832882011605416,0.5714197292069633,0.2302514506769826,1.0,0.5256479690522243,0.4743520309477756,123.0,123.0,0,,1,-0.9543309453685095,-1.0849027619302694,-0.8023932060404875,-0.6629257250752821,1.0528161194353092,1.1891348048477648,0,0,0,0,0,0 +12,US_AL_01025,01025,Clarke County,AL,Alabama,31.673611,-87.838056,google,24063.0,3244.0,7.417694204685573,10.088472226749566,2.130335943326666,0.11316128496031251,0.12911939492166397,0.12105722478493953,0.10879773926775547,0.12064164900469601,0.14491127457091801,0.12417404313676599,0.08963969579852886,0.04849769355441965,0.21645680089764371,0.5833187881810248,0.2002244109213315,1.0,0.5285292773137181,0.4714707226862818,86.0,86.0,0,,1,-0.48555169424377875,-0.8957619637976478,-0.2063992097011302,-0.2711580236440661,0.3430629661627136,1.3301252494821438,0,0,0,0,0,0 +13,US_AL_01027,01027,Clay County,AL,Alabama,33.272222,-85.861111,google,13350.0,1570.0,8.503184713375797,9.499346567390095,2.251626975415398,0.10936329588014981,0.12022471910112359,0.11393258426966292,0.10921348314606742,0.12426966292134832,0.1497378277153558,0.13243445692883896,0.08913857677902622,0.051685393258426963,0.2055430711610487,0.5874157303370786,0.20704119850187266,0.9999999999999999,0.5103370786516854,0.48966292134831463,324.0,324.0,0,,1,-0.9299289733353537,-0.8111175359492522,-0.565210126319423,-0.1362692383314906,0.504192285597807,0.43993025975647837,0,0,0,0,0,0 +14,US_AL_01029,01029,Cleburne County,AL,Alabama,33.677222,-85.5025,google,14899.0,1453.0,10.253957329662766,9.60911649193355,2.420719829433148,0.12188737499161018,0.12752533727095777,0.11322907577689778,0.10812806228605946,0.1315524531847775,0.1424927847506544,0.12497483052553862,0.08671722934425129,0.04349285186925297,0.2239076448083764,0.58339485871535,0.19269749647627357,1.0,0.5056715215786295,0.49432847842137057,293.0,293.0,0,,1,-0.8471295575914469,-0.693114022951572,0.03856233852426261,-0.2686534576574443,0.1651482830881857,0.21163154733193665,0,0,0,0,0,0 +15,US_AL_01031,01031,Coffee County,AL,Alabama,31.403333,-85.986667,google,51853.0,1762.0,29.42849035187287,10.856187356294447,3.415379352158121,0.12832430139046921,0.13146780321292886,0.12444795865234412,0.12577864347289452,0.13250920872466396,0.12951998920023913,0.11486317088693036,0.07289838582145682,0.040190538638073016,0.2334985439608123,0.5959809461361927,0.170520509902995,1.0,0.507743042832623,0.492256957167377,124.0,124.0,0,,1,0.09353555983290175,0.0010212709374409464,0.35388252686830585,0.14573414640641136,-0.3590521135728329,0.31299685647754155,0,0,0,0,0,0 +16,US_AL_01033,01033,Colbert County,AL,Alabama,34.676667,-87.817222,google,54695.0,1615.0,33.86687306501548,10.90954585959363,3.5515371825919075,0.11516592010238595,0.11681140872108968,0.1252582502971021,0.11593381479111436,0.12273516774842308,0.13982996617606727,0.1316025230825487,0.08547399213822104,0.04718895694304781,0.2086150470792577,0.5929207422981991,0.19846421062254319,1.0,0.5206691653716062,0.4793308346283938,172.0,172.0,0,,1,0.13378386023500946,0.09604067555191792,-0.46421271098615746,0.04497920215954715,0.3014568763642261,0.9455080627671729,0,0,0,0,0,0 +17,US_AL_01035,01035,Conecuh County,AL,Alabama,31.425556,-86.993889,google,12431.0,2202.0,5.645322434150772,9.428029072607428,1.8939132138098014,0.11342611213900732,0.11591987772504224,0.12066607674362481,0.10047461990185826,0.11036923819483549,0.14230552650631487,0.14166197409701553,0.10160083661813209,0.05357573807416942,0.20616201431904113,0.5678304239401496,0.22600756174080927,1.0,0.5210361193789719,0.47896388062102807,76.0,76.0,0,,1,-0.983723734740936,-1.0607524525888645,-0.5448611194066704,-0.7811009418869507,0.9525027492496643,0.9634641452003749,0,0,0,0,0,0 +18,US_AL_01037,01037,Coosa County,AL,Alabama,32.936389,-86.246389,google,10724.0,1726.0,6.213209733487833,9.280332743796217,1.9759140302494804,0.08578888474449832,0.09567325624766879,0.10947407683700112,0.09669899291309213,0.1320402834763148,0.16775456919060053,0.16085415889593435,0.09977620290936218,0.05193957478552779,0.16232748974263336,0.6055296531145095,0.23214285714285715,1.0,0.4993472584856397,0.5006527415143603,130.0,130.0,0,,1,-1.0951310239774974,-1.0035271815106181,-1.9860096838657202,0.4601182496107088,1.0975235469472733,-0.09783227414863832,0,0,0,0,0,0 +19,US_AL_01039,01039,Covington County,AL,Alabama,31.241944,-86.4525,google,37062.0,2704.0,13.706360946745562,10.520374446374209,2.6882801176551716,0.11850412821758136,0.11885489180292483,0.11391721979385894,0.11035562031190978,0.11521234687820409,0.14294965193459608,0.13355998057309373,0.09098267767524688,0.05566348281258432,0.2135880416599212,0.5729858075657007,0.21342615077437807,1.0,0.517969888295289,0.48203011170471105,,152.0,1,,1,-0.15976800083092604,-0.506393808591973,-0.3007154660578276,-0.6113637553261463,0.6551142561211538,0.8134249114197889,0,0,0,0,0,0 +20,US_AL_01041,01041,Crenshaw County,AL,Alabama,31.728056,-86.31,google,13858.0,1582.0,8.759797724399494,9.536690120068803,2.278271675251168,0.12195121951219512,0.12873430509453024,0.11834319526627218,0.10910665319670948,0.12180689854235821,0.1427334391687112,0.13198152691586088,0.08168566892769519,0.043657093375667484,0.2249386635878193,0.5837278106508876,0.19133352576129312,1.0,0.5169577139558378,0.4830422860441622,,152.0,1,,1,-0.901760744592746,-0.7925232068059312,0.07245916410370895,-0.2576912618437258,0.1329079249374405,0.7638963996413404,0,0,0,0,0,0 +21,US_AL_01043,01043,Cullman County,AL,Alabama,34.133333,-86.866667,google,82867.0,1955.0,42.38721227621483,11.32500425936578,3.7701647496756214,0.12322154778138462,0.12308880495251427,0.12460931371957475,0.1181652527544137,0.12466965136906126,0.13730435517153994,0.12504374479587774,0.08438823657185611,0.039509092883777616,0.22169259174339603,0.5918882064030314,0.18641920185357258,1.0,0.5060035961239094,0.4939964038760906,,152.0,1,,1,0.4471639860764422,0.24861259293942684,-0.03426200657004184,0.010983722754253715,0.01674739369322688,0.22788088046177882,0,0,0,0,0,0 +22,US_AL_01045,01045,Dale County,AL,Alabama,31.433333,-85.6,google,49342.0,1457.0,33.86547700754976,10.80655119082919,3.5514971421382455,0.13013254428276114,0.12226906084066312,0.14273843784200074,0.12986907705403106,0.11815491873049329,0.12966640995500792,0.11523651250456,0.07298042235823436,0.03895261643224839,0.22794779295529166,0.6025009120019456,0.16955129504276276,1.0,0.5066677475578615,0.4933322524421385,,152.0,1,,1,0.05609501755882752,0.09601273283238915,0.1713903720981117,0.3603991922897941,-0.38196157480665394,0.2603796613901729,0,0,0,0,0,0 +23,US_AL_01047,01047,Dallas County,AL,Alabama,32.324722,-87.105278,google,39238.0,2573.0,15.249902837155071,10.577426429154775,2.7880869295058752,0.12918599316988633,0.13968601865538507,0.12472603088842449,0.11251847698659463,0.10877210867016668,0.13991538814414597,0.12905856567613028,0.07627809776237321,0.03985932004689332,0.24093480809419437,0.578398491258474,0.18066670064733167,1.0,0.5382027626280647,0.46179723737193534,,152.0,1,,1,-0.11673371014602885,-0.4367424061841266,0.5983647354544072,-0.4331551546700384,-0.11922524641910713,1.8034758499231962,0,0,0,0,0,0 +24,US_AL_01049,01049,DeKalb County,AL,Alabama,34.457222,-85.806667,google,71437.0,2017.0,35.4174516608825,11.176585219637783,3.595048100980505,0.12788890910872516,0.13964752159245208,0.12051177961000602,0.11727816117698112,0.13059059031034337,0.13218640200456347,0.11901395635315033,0.07577305877906407,0.03710962106471436,0.23960692638268682,0.5880034155969596,0.1723896580203536,1.0,0.5032546159553173,0.4967453840446827,,152.0,1,,1,0.33521155624776927,0.12640530126857244,0.5547079411626198,-0.1169201365302091,-0.3148708096206464,0.09336561826627901,0,0,0,0,0,0 +25,US_AL_01051,01051,Elmore County,AL,Alabama,32.596944,-86.151389,google,81422.0,1702.0,47.83901292596945,11.307413067361962,3.8885294386772857,0.11934120999238534,0.12717693006804057,0.135663579867849,0.13389501608901772,0.13555304463167203,0.13823045368573605,0.1121809830267004,0.06817567733536391,0.029783105303234997,0.22108275404681782,0.6248679718012331,0.1540492741519491,1.0,0.5156960035371275,0.4843039964628724,,152.0,1,,1,0.4338949560920182,0.33121483653044276,-0.0543116530409362,1.0968180657858435,-0.7483849151987731,0.7021573919443428,0,0,0,0,0,0 +26,US_AL_01053,01053,Escambia County,AL,Alabama,31.126667,-87.162222,google,36993.0,2468.0,14.989059967585089,10.518511016314495,2.771904736348823,0.12369907820398454,0.12126618549455302,0.12970021355391562,0.12510474954721162,0.12751061011542725,0.13451193469034683,0.11758981428918985,0.08004217014029681,0.040575243965074476,0.22071202659962696,0.5998756521504068,0.1794123212499662,1.0,0.49317438434298383,0.5068256156570162,,152.0,1,,1,-0.1611735854741303,-0.4480353472822687,-0.06650006693358329,0.2739644565733845,-0.14887517994319915,-0.3998882123056698,0,0,0,0,0,0 +27,US_AL_01055,01055,Etowah County,AL,Alabama,34.05,-86.033333,google,103007.0,1421.0,72.48909218859957,11.542561934098535,4.297136989608306,0.11551642121409225,0.12366149873309581,0.12467113885464094,0.11523488694943063,0.13161241469026377,0.13584513673827991,0.1303309483821488,0.08165464482996301,0.04147290960808489,0.2144456202005689,0.5972613511703088,0.18829302862912228,1.0,0.5164212140922462,0.4835787859077538,,152.0,1,,1,0.6112676641412279,0.616366605523457,-0.27252083877012845,0.18789053358039617,0.061039287714605525,0.7376439658684788,0,0,0,0,0,0 +28,US_AL_01057,01057,Fayette County,AL,Alabama,33.72,-87.738611,google,16466.0,1630.0,10.101840490797546,9.709113657218,2.407110904555094,0.11490343738612899,0.11951900886675573,0.11466051257135916,0.10895177942426819,0.12243410664399368,0.13919591886311186,0.13925665006680432,0.09486214016761813,0.046216446009959916,0.21051864447953358,0.5787744443094862,0.2107069112109802,1.0,0.5112960038867971,0.488703996113203,,152.0,1,,1,-0.7717017307432872,-0.7026111773586018,-0.4016281001747956,-0.4207771789862317,0.59083922700304,0.48685314443228356,0,0,0,0,0,0 +29,US_AL_01059,01059,Franklin County,AL,Alabama,34.433333,-87.85,google,31542.0,1674.0,18.842293906810035,10.359106973305016,2.98781571547614,0.13505801788092067,0.13429712763933802,0.12399340561790628,0.12060110329085029,0.13122186291294147,0.1286221545875341,0.11210449559317735,0.07444042863483609,0.03966140384249572,0.2424957199923911,0.5873501997336884,0.17015408027392048,1.0,0.4982562931963731,0.5017437068036269,,152.0,1,,1,-0.2814119994413047,-0.2973592339728456,0.6496828679782851,-0.138426784900471,-0.36771345970633573,-0.15121624672456413,0,0,0,0,0,0 +30,US_AL_01063,01063,Greene County,AL,Alabama,32.852222,-87.950833,google,8310.0,1709.0,4.862492685781159,9.025335217553026,1.768574886143672,0.11937424789410349,0.12322503008423585,0.12021660649819495,0.10469314079422383,0.098676293622142,0.13574007220216608,0.16028880866425993,0.08411552346570397,0.05367027677496992,0.2179542719614922,0.564115523465704,0.21793020457280385,1.0,0.5262334536702767,0.4737665463297232,,152.0,1,,1,-1.2874755689600292,-1.1482213350781565,-0.15716682279061475,-0.9034112878640415,0.7615771779394951,1.2177841991971923,0,0,0,0,0,0 +31,US_AL_01065,01065,Hale County,AL,Alabama,32.760833,-87.629722,google,14801.0,1700.0,8.706470588235295,9.602517585757411,2.2727927340684975,0.12823457874467942,0.12796432673468008,0.12492399162218769,0.11026282007972435,0.10762786298223093,0.14181474224714546,0.1325586109046686,0.07911627592730221,0.04749679075738126,0.23060604013242347,0.5765015877305587,0.19289237213701776,1.0,0.5253023444361867,0.47469765556381327,,152.0,1,,1,-0.8521071102153157,-0.7963467528145338,0.25878561911677517,-0.4956092980260884,0.16975458513576733,1.1722224289860914,0,0,0,0,0,0 +32,US_AL_01067,01067,Henry County,AL,Alabama,31.512778,-85.234444,google,17115.0,1472.0,11.627038043478262,9.747768977536708,2.5358403913195313,0.10809231668127374,0.12059596844872919,0.10429447852760736,0.1116564417177914,0.12585451358457495,0.1322816243061642,0.1511539585159217,0.09523809523809523,0.05083260297984225,0.20456909144025706,0.5737832310838445,0.22164767747589834,0.9999999999999999,0.5153374233128835,0.48466257668711654,,152.0,1,,1,-0.7425440361279866,-0.6127757330825389,-0.597231677596531,-0.5851091767538907,0.8494475819702546,0.6846110620604812,0,0,0,0,0,0 +33,US_AL_01069,01069,Houston County,AL,Alabama,31.152222,-85.293333,google,104378.0,1506.0,69.30810092961488,11.55578378477213,4.252887025884907,0.12360842323094905,0.1292513748107839,0.1231772978980245,0.12663588112437488,0.12483473528904558,0.13571825480465233,0.11961332847918144,0.07640498955718639,0.040755714805801986,0.2270095230795762,0.5960231083178448,0.17696736860257908,1.0,0.5198700875663455,0.4801299124336546,,152.0,1,,1,0.6212409014863395,0.5854862279953041,0.14054285413072684,0.14712230500190815,-0.2066668525558349,0.9064069583949623,0,0,0,0,0,0 +34,US_AL_01071,01071,Jackson County,AL,Alabama,34.783333,-86.0,google,51828.0,2918.0,17.76148046607265,10.855705117152361,2.9318058565663208,0.1095932700470788,0.12281006405803813,0.11511152272902678,0.10953538627768773,0.1307208458748167,0.14237477811221733,0.1377247819711353,0.09029868025005788,0.04183067067994135,0.2078413212935093,0.5911669367909238,0.20099174191556687,1.0,0.5089526896658177,0.4910473103341823,,152.0,1,,1,0.09317180701645775,-0.3364463979589079,-0.48965050952946393,-0.012763544879561007,0.3612004714644093,0.3721882478124914,0,0,0,0,0,0 +35,US_AL_01073,01073,Jefferson County,AL,Alabama,33.583333,-86.866667,google,659599.0,2911.0,226.58845757471659,13.39938886966758,5.427538987322595,0.1285205101887662,0.12529885581997546,0.1395196172219788,0.13570517844933058,0.12138890447074661,0.13084161740693967,0.11810812326883455,0.06224842669561355,0.03836876647781455,0.2287595948447466,0.6115691503474081,0.1596712548078454,1.0,0.5271869726909835,0.47281302730901653,,152.0,1,,1,2.0118715731090484,1.4052314431580482,0.19807999948471236,0.658964221707381,-0.6154974067853286,1.2644425427328059,0,0,0,0,0,0 +36,US_AL_01075,01075,Lamar County,AL,Alabama,33.780556,-88.096389,google,13882.0,1568.0,8.853316326530612,9.538420349034803,2.2878080814155384,0.11165538106901023,0.12671084858089612,0.10517216539403544,0.10445180809681602,0.12663881285117418,0.1381645296066849,0.13449070739086588,0.09768044950295346,0.05503529750756375,0.2130240599337271,0.5670148393603227,0.21996110070595015,1.0,0.5118138596743985,0.4881861403256015,,152.0,1,,1,-0.9004556334880073,-0.7858681093134594,-0.31925750484894083,-0.807953459960694,0.8095817413663121,0.5121932715981845,0,0,0,0,0,0 +37,US_AL_01077,01077,Lauderdale County,AL,Alabama,34.899167,-87.650278,google,92564.0,1862.0,49.712137486573575,11.435666379423276,3.9261652801032407,0.10433861976578368,0.12468130158592973,0.14695778056263775,0.1094918110712588,0.11598461604943607,0.13430707402445874,0.13076357979344022,0.0864590985696383,0.04701611857741671,0.2040836610345275,0.5970593319216974,0.19885700704377512,1.0,0.5210016853204269,0.47899831467957305,,152.0,1,,1,0.5306363845849739,0.3574794680471603,-0.6131911830120058,0.1812391994836514,0.31074145788915286,0.9617791907337865,0,0,0,0,0,0 +38,US_AL_01079,01079,Lawrence County,AL,Alabama,34.521389,-87.310278,google,33063.0,1860.0,17.775806451612905,10.406200356191569,2.932569150209104,0.11538577866497293,0.12098115718476847,0.12222121404591235,0.11024407948462027,0.12769561140852312,0.1531016544173245,0.12760487554063454,0.08641079151922088,0.03635483773402293,0.2121707044127877,0.6012612285636512,0.18656806702356107,1.0,0.5124156912560869,0.4875843087439131,,152.0,1,,1,-0.2458894771782321,-0.3359137241695842,-0.3473132918309884,0.3195835334900825,0.020266139619285393,0.5416425684440771,0,0,0,0,0,0 +39,US_AL_01081,01081,Lee County,AL,Alabama,32.601389,-85.353611,google,161440.0,1594.0,101.27979924717691,11.991895029819986,4.627712187644143,0.11651387512388503,0.14280847373637265,0.21682358771060456,0.1279236868186323,0.11801907829534192,0.11386273538156591,0.09092542120911794,0.04991328047571853,0.02320986124876115,0.23076065411298316,0.6506534935579782,0.11858585232903865,1.0,0.5072906342913776,0.4927093657086224,,152.0,1,,1,0.9501994613058402,0.8470625441823302,0.263868866129994,1.9457872667004377,-1.5866385582309612,0.290859245504424,0,0,0,0,0,0 +40,US_AL_01083,01083,Limestone County,AL,Alabama,34.811111,-86.984167,google,94130.0,1572.0,59.87913486005089,11.452442708090487,4.108890502875108,0.11910124296186125,0.12999043875491342,0.11704026346542017,0.1357909274407734,0.14010411133538722,0.14782747264421545,0.11128226920216722,0.06686497397216615,0.031998300223095716,0.223093593965792,0.6224019972378625,0.15450440879634547,1.0,0.4994369489004568,0.5005630510995431,,152.0,1,,1,0.5432907634392011,0.4849964960470584,0.011798772259451265,1.0156276801775777,-0.7376268367583858,-0.09344347214730406,0,0,0,0,0,0 +41,US_AL_01085,01085,Lowndes County,AL,Alabama,32.15,-86.65,google,10097.0,1878.0,5.376464323748669,9.22009266341886,1.8526137625109078,0.12627513122709716,0.11963949688026146,0.12845399623650589,0.10834901455877984,0.11042884024957908,0.15133207883529762,0.1291472714667723,0.08289590967614142,0.043478260869565216,0.22198672873130634,0.5870654649896009,0.1909478062790928,1.0,0.5277805288699614,0.47221947113003865,,152.0,1,,1,-1.1405700955661506,-1.089573778992371,-0.02459165877962924,-0.1478014654068824,0.12379062196657994,1.2934869010571028,0,0,0,0,0,0 +42,US_AL_01087,01087,Macon County,AL,Alabama,32.385278,-85.693611,google,18793.0,1588.0,11.834382871536524,9.84129294894301,2.5521277314792985,0.09546107593252807,0.13531634119086894,0.18980471452136433,0.08987388921406907,0.09844090884903954,0.1297823657744905,0.135795242909594,0.0826903634331932,0.042835098174852336,0.20371414888522324,0.6028627680519343,0.19342308306284256,1.0,0.5421699568988453,0.45783004310115466,,152.0,1,,1,-0.6719989371612278,-0.6014094138645844,-0.6253396415310839,0.3723130346585134,0.18229907024470907,1.9976017238060333,0,0,0,0,0,0 +43,US_AL_01089,01089,Madison County,AL,Alabama,34.765833,-86.557778,google,361762.0,2105.0,171.85843230403802,12.798744580268213,5.152472949117788,0.11868576577971152,0.12946080572309973,0.13934299345978848,0.13051398433224054,0.12273262531719749,0.15169918344104688,0.10906065313659256,0.06338697817902378,0.03511701063129903,0.22225441035819132,0.6247112742631896,0.15303431537861908,1.0,0.5115656149623233,0.4884343850376767,,152.0,1,,1,1.5588057954014787,1.2132732495189833,-0.015791084436797713,1.0916589154334462,-0.7723756314223761,0.5000459658755166,0,0,0,0,0,0 +44,US_AL_01091,01091,Marengo County,AL,Alabama,32.241944,-87.789444,google,19396.0,2546.0,7.61822466614297,9.872873693918292,2.1538791082600843,0.12373685295937306,0.12564446277583008,0.12301505465044339,0.10935244380284595,0.11785935244380284,0.13698700763043928,0.13023303773974015,0.08228500721798308,0.05088678077954217,0.22425242318003713,0.5774592699525675,0.19828830686739535,1.0,0.5296452876881831,0.47035471231181686,,152.0,1,,1,-0.6481775922565454,-0.8793320786592995,0.04989762412794861,-0.4640783203550156,0.2972990157857396,1.3847347478878504,0,0,0,0,0,0 +45,US_AL_01093,01093,Marion County,AL,Alabama,34.136389,-87.884167,google,29792.0,1926.0,15.468328141225337,10.302028745571468,2.801439029700475,0.10791487647690655,0.12167696025778732,0.112546992481203,0.10821697099892588,0.12600698174006444,0.14487110633727174,0.12983351235230933,0.09620032223415682,0.05273227712137486,0.20525644468313642,0.5808941997851772,0.21384935553168635,1.0,0.505437701396348,0.494562298603652,,152.0,1,,1,-0.32446608668507,-0.42742448001857486,-0.574633550918433,-0.350985800347133,0.6651176035514641,0.2001900740592144,0,0,0,0,0,0 +46,US_AL_01095,01095,Marshall County,AL,Alabama,34.368056,-86.303889,google,95572.0,1614.0,59.21437422552664,11.467645632371296,4.097911098323088,0.13809483949273846,0.1354162306951827,0.12192901686686478,0.11871677897292093,0.12309044490017997,0.1328945716318587,0.11515925166366718,0.07660193362072573,0.03809693215586155,0.2464278240488846,0.5812936843426946,0.17227849160842088,1.0,0.5072929309839702,0.4927070690160298,,152.0,1,,1,0.5547583239143065,0.4773343845090682,0.7789587337731,-0.3378330672447079,-0.3174984649622759,0.29097162907481644,0,0,0,0,0,0 +47,US_AL_01097,01097,Mobile County,AL,Alabama,30.786389,-88.213889,google,414045.0,4258.0,97.23931423203382,12.93373235774618,4.587406483837353,0.13073216679346447,0.12961634604934247,0.14043642599234382,0.1267301863324035,0.1175572703450108,0.13331642695842238,0.1173278266855052,0.06902148317211897,0.03526186767138838,0.23442524363293846,0.6026274921808016,0.16294726418625996,1.0,0.5231122221014624,0.4768877778985376,,152.0,1,,1,1.660627028806076,0.8189347166010067,0.38434965101473906,0.36456675090306584,-0.5380619351104112,1.0650536383699893,0,0,0,0,0,0 +48,US_AL_01099,01099,Monroe County,AL,Alabama,31.570833,-87.369722,google,21290.0,2679.0,7.946995147443076,9.966039727193092,2.1913177381983817,0.11103804603100047,0.13363081258806953,0.115735086895256,0.10422733677782997,0.12104274307186473,0.14650070455612965,0.1344762799436355,0.08379520901831845,0.049553781117895726,0.21794269610145608,0.581470173790512,0.20058713010803195,1.0,0.5232033818694223,0.4767966181305777,,152.0,1,,1,-0.5779024858973623,-0.8532050735874266,-0.15754740257868435,-0.332022282925626,0.35163660807374014,1.0695143399162979,0,0,0,0,0,0 +49,US_AL_01101,01101,Montgomery County,AL,Alabama,32.219167,-86.209444,google,227265.0,2071.0,109.73684210526316,12.33387641660197,4.70715659469116,0.13396255472686072,0.12905638791718918,0.15070952412382022,0.13378654874265725,0.11964006776230392,0.12606428618573032,0.11154819263854972,0.060119244054297846,0.03511319384859085,0.23720766506061206,0.6117858007172244,0.15100653422216356,1.0,0.528435966822872,0.47156403317712803,,152.0,1,,1,1.2081559019120267,0.9025037937491605,0.475827377417869,0.6660972746304892,-0.8203065657286855,1.3255593070700569,0,0,0,0,0,0 +50,US_AL_01103,01103,Morgan County,AL,Alabama,34.451667,-86.857222,google,118918.0,1552.0,76.62242268041237,11.686197868062214,4.351856337517734,0.12297549571973965,0.12824803646209992,0.12050320388839368,0.12141980188028725,0.1269782539228712,0.14423384180695942,0.12034342992650397,0.0762037706655006,0.03909416572764426,0.22557392488941963,0.5989564237541836,0.17546965135639683,1.0,0.5078289241325956,0.49217107586740444,,152.0,1,,1,0.7196121989624659,0.6545531706492491,0.09334466295888377,0.24369954262819604,-0.242068595346299,0.31719926787195696,0,0,0,0,0,0 +51,US_AL_01107,01107,Pickens County,AL,Alabama,33.278611,-88.093056,google,20204.0,2305.0,8.76529284164859,9.913685377512573,2.2788345527830893,0.10671154226885765,0.11710552365868145,0.13145911700653337,0.12675707780637496,0.11948129083349832,0.1473965551375965,0.12621263116214612,0.08092456939219957,0.043951692734112056,0.20039596119580283,0.6116214610968126,0.18798257770738466,1.0,0.5006434369431796,0.4993565630568204,78.0,78.0,0,,1,-0.617393353575631,-0.7921303958468874,-0.7344317663214059,0.660686514377668,0.05370111777069052,-0.0344066492350077,0,0,0,0,0,0 +52,US_AL_01109,01109,Pike County,AL,Alabama,31.799167,-85.938611,google,33349.0,1741.0,19.155083285468123,10.414813051343769,3.003456528809072,0.1083690665387268,0.14111367657201115,0.24312573090647396,0.0990734354853219,0.09895349185882635,0.10725958799364299,0.10027287175027737,0.06701850130438694,0.03481363759033254,0.22126000779633573,0.6267714174338062,0.15196857476985817,1.0,0.5174368047017902,0.48256319529820985,119.0,119.0,0,,1,-0.23939292423307418,-0.28644410139584625,-0.048484077878863996,1.1594876030911032,-0.797566684679511,0.7873396452651285,0,0,0,0,0,0 +53,US_AL_01111,01111,Randolph County,AL,Alabama,33.289167,-85.460278,google,22687.0,1513.0,14.994712491738268,10.029591429331854,2.772258198356422,0.11499977960946797,0.12848768016925993,0.11658659144003174,0.10190858200731696,0.11984837131396835,0.14439987658130207,0.13606911447084233,0.09053643055494336,0.047163573852867284,0.2177899237448759,0.5764755146118923,0.2057345616432318,1.0,0.5131132366553532,0.4868867633446467,283.0,283.0,0,,1,-0.5299654591707277,-0.4477886795040815,-0.1625701024825187,-0.49646773614219114,0.473307135474808,0.5757754091781131,0,0,0,0,0,0 +54,US_AL_01113,01113,Russell County,AL,Alabama,32.286667,-85.193889,google,56985.0,1677.0,33.98032200357782,10.950560902613532,3.5547856749105176,0.1392296218303062,0.1262437483548302,0.14161621479336667,0.13431604808282882,0.12275160129858735,0.13540405369834166,0.10953759761340703,0.060629990348337284,0.030271123979994735,0.2402246205141704,0.6141054663507941,0.14566991313503552,1.0,0.5187680968675967,0.48123190313240327,98.0,98.0,0,,1,0.16472149285964247,0.09830767558434816,0.5750158838051971,0.7424705471164548,-0.946448991863027,0.852483481800694,0,0,0,0,0,0 +55,US_AL_01115,01115,St. Clair County,AL,Alabama,33.715833,-86.318056,google,87926.0,1693.0,51.93502658003544,11.384262203742566,3.9690652479211344,0.12532129290539773,0.12402474808361577,0.11828128198712554,0.13090553419921297,0.13402179105156609,0.14087983076678115,0.11947546800718786,0.0745854468530355,0.032504606146077385,0.22454109137229034,0.6086311216250029,0.1668277870027068,1.0,0.5035143188590405,0.4964856811409594,321.0,321.0,0,,1,0.491862232822894,0.3874177344476285,0.05938817421126351,0.562231802629143,-0.44633749847822324,0.10607360524501179,0,0,0,0,0,0 +56,US_AL_01117,01117,Shelby County,AL,Alabama,33.265278,-86.667778,google,213633.0,2097.0,101.87553648068669,12.27201954943098,4.6335198738627295,0.1235576900572477,0.13805919497455918,0.11685928672068453,0.13195058815819655,0.1431848075905876,0.13738046088385222,0.11384477117299294,0.06388994209696068,0.03127325834491862,0.23400504603689504,0.6139093679347292,0.15208558602837577,0.9999999999999999,0.5164230245327267,0.4835769754672733,,152.0,1,,1,1.161497288609628,0.851115508928608,0.37053480602260147,0.7360141520449175,-0.7948008739177082,0.7377325557676386,0,0,0,0,0,0 +57,US_AL_01119,01119,Sumter County,AL,Alabama,32.591667,-88.204167,google,12749.0,2365.0,5.390697674418605,9.453286550586572,1.8548434446546318,0.10620440818887755,0.13710879284649777,0.20683975213742253,0.08204565063926582,0.09694878029649384,0.12173503804219939,0.13255941642481764,0.06894658404580752,0.04761157737861793,0.21589144246607578,0.60127068789709,0.18283786963683427,1.0,0.542709232096635,0.457290767903365,,152.0,1,,1,-0.9646720279229193,-1.088017768081348,-0.2249865104630841,0.3198949750357122,-0.06790503473233492,2.023989962417215,0,0,0,0,0,0 +58,US_AL_01121,01121,Talladega County,AL,Alabama,33.383333,-86.166667,google,80142.0,1969.0,40.701879126460135,11.291567817979125,3.7305461907741053,0.11197624217014798,0.12442913827955379,0.12874647500686281,0.11945047540615408,0.12913328841306682,0.14031344363754336,0.130780364852387,0.07784931746150582,0.03732125477277832,0.211519552793791,0.6079196925457313,0.18056075466047766,1.0,0.5165830650595193,0.48341693494048066,,152.0,1,,1,0.4219428900167974,0.22096429782109106,-0.3687212169774458,0.5388085272487019,-0.1217295058751882,0.7455637848428351,0,0,0,0,0,0 +59,US_AL_01123,01123,Tallapoosa County,AL,Alabama,32.861389,-85.797222,google,40613.0,1985.0,20.459949622166246,10.611868113736662,3.066188389677255,0.11484007583778592,0.11565262354418536,0.11873045576539532,0.10075591559352917,0.11777017211237781,0.1441902838992441,0.1485484943244774,0.09496959101765444,0.044542387905350506,0.20736217467313423,0.5788515992416222,0.21378622608524364,1.0,0.5131115652623545,0.4868884347376456,,152.0,1,,1,-0.0907543594953207,-0.24266590625963888,-0.5054034228048273,-0.41823691000505475,0.6636254043855894,0.5756936232598182,0,0,0,0,0,0 +60,US_AL_01125,01125,Tuscaloosa County,AL,Alabama,33.20654,-87.534607,google,207618.0,3500.0,59.319428571428574,12.24345994824397,4.099654250369493,0.11970060399387336,0.13945322659884982,0.2035806143975956,0.12519627392615285,0.11342465489504763,0.11274070648980339,0.10375786299839128,0.052895221030931805,0.029250835669354294,0.23126318527295323,0.6347118265275651,0.13402498819948175,1.0,0.51776339238409,0.48223660761591,,152.0,1,,1,1.1399547914092478,0.47855086445057593,0.2803905933937268,1.4209196899365093,-1.2217016394729696,0.8033204908951904,0,0,0,0,0,0 +61,US_AL_01127,01127,Walker County,AL,Alabama,33.803611,-87.297778,google,63895.0,2086.0,30.63039309683605,11.065012040597225,3.4541184652149135,0.12126144455747712,0.12132404726504421,0.12137099929571954,0.10949213553486188,0.12667657876203145,0.14038657171922686,0.13213866499726112,0.08656389388841067,0.040785663979967135,0.2183206823695125,0.5882604272634792,0.19341889036700838,1.0,0.5113389154080914,0.4886610845919086,,152.0,1,,1,0.2510519462665182,0.028055834033974592,-0.14512034028341064,-0.10845821781437823,0.18219996693271964,0.48895292478139735,0,0,0,0,0,0 +62,US_AL_01129,01129,Washington County,AL,Alabama,31.409167,-88.211389,google,16522.0,2819.0,5.86094359702022,9.71250862865099,1.9258449828646174,0.11251664447403462,0.13581890812250333,0.11838760440624621,0.10664568454182302,0.12613485050236048,0.14471613606100955,0.13146108219343905,0.08237501513134003,0.041944074567243674,0.22117177097203727,0.5887785982326594,0.19004963079530324,1.0,0.5088972279385062,0.4911027720614938,,152.0,1,,1,-0.76914090497714,-1.0384684776297373,-0.05138504176290217,-0.09139782253550256,0.10256032797158804,0.3694743509003337,0,0,0,0,0,0 +63,US_AL_01131,01131,Wilcox County,AL,Alabama,31.985,-87.310833,google,10691.0,2350.0,4.549361702127659,9.277251077258809,1.713682912518697,0.12421663081096249,0.14488822373959406,0.12739687587690582,0.10260967168646525,0.11252455336264147,0.12870638855111777,0.1321672434758208,0.08062856608362173,0.04686184641287064,0.24012720980263771,0.5662987559629595,0.19357403423440278,1.0,0.524366289402301,0.475633710597699,,152.0,1,,1,-1.097455523970334,-1.1865283691675046,0.5718133098422112,-0.8315299753161995,0.18586712326881366,1.1264186470049942,0,0,0,0,0,0 +64,US_AL_01133,01133,Winston County,AL,Alabama,34.149167,-87.374722,google,23760.0,1637.0,14.51435552840562,10.075800860133013,2.741765758423709,0.10698653198653199,0.12037037037037036,0.10559764309764309,0.10593434343434344,0.12647306397306396,0.1484848484848485,0.1380892255892256,0.09877946127946127,0.049284511784511785,0.2032828282828283,0.5796085858585859,0.21710858585858586,1.0,0.506439393939394,0.49356060606060603,204.0,204.0,0,,1,-0.4951097016569305,-0.469068201059458,-0.6395201778314057,-0.3933136864469131,0.742156466542387,0.24920568232244467,0,0,0,0,0,0 +65,US_AK_02020,02020,Anchorage Municipality,AK,Alaska,61.216667,-149.893611,google,294338.0,5035.0,58.4583912611718,12.59248744328079,4.085276761387788,0.14104193138500634,0.12727204778180187,0.16981837207564093,0.1548220073520918,0.11922687522508137,0.12619165721041795,0.0982917598135477,0.04378299777806467,0.019552351378347342,0.24285956961044786,0.6446592013263663,0.11248122906318586,1.0,0.49100354014772135,0.5089964598522787,31.0,31.0,0,,1,1.40322610901107,0.46851735819874707,0.6616451593412823,1.7484296357814946,-1.7309343545445102,-0.5061136698217421,0,0,0,0,0,0 +66,US_AK_02090,02090,Fairbanks North Star,AK,Alaska,64.833333,-146.416667,google,99675.0,19280.0,5.169865145228216,11.509680204805198,1.8196769811514075,0.14652621018309506,0.12037120642086782,0.21204915976925007,0.15474291447203412,0.10467017807875596,0.1110509154752947,0.09430649611236519,0.04153498871331828,0.01474793077501881,0.24282317531978934,0.653740657135691,0.10343616754451969,1.0,0.4591622774015551,0.540837722598445,,24.0,1,,1,0.5864649872198298,-1.1125591140606972,0.660448623500096,2.047429840404724,-1.9447336829718063,-2.0641954107787526,0,0,0,0,0,0 +67,US_AK_02110,02110,Juneau,AK,Alaska,58.30194,-134.41972,google,32098.0,8427.0,3.8089474308769433,10.376580155984879,1.5704782308315235,0.12069287806093838,0.12125366066421583,0.13742289239204936,0.1480154526761792,0.13066234656364883,0.14717427877126302,0.12221945292541592,0.052183936693875006,0.02037510125241448,0.21769580659231105,0.6486354289986915,0.13366876440899744,1.0,0.4903109227989283,0.5096890772010717,17.0,17.0,0,,1,-0.2682319838487234,-1.2864655049794482,-0.16566439403969951,1.8793439861473307,-1.230121748835211,-0.5400053673096015,0,0,0,0,0,0 +68,US_AK_02122,02122,Kenai Peninsula Borough,AK,Alaska,60.416667,-151.25,google,58558.0,64114.0,0.9133418598122095,10.977790071986655,0.6488513780012806,0.12502134635745757,0.12295501895556542,0.11957375593428737,0.12382595033983401,0.11513371358311418,0.14645308924485126,0.14950988763277434,0.07121144847843164,0.02631578947368421,0.2233853615219099,0.6043324567095871,0.17228218176850302,1.0,0.47846579459681,0.52153420540319,,24.0,1,,1,0.1852604458074875,-1.9296340583681593,0.02139122019217834,0.42070144490871103,-0.3174112401550457,-1.1196205075174928,0,0,0,0,0,0 +69,US_AK_02130,02130,Ketchikan Gateway,AK,Alaska,55.55,-131.083333,google,13834.0,4545.0,3.0437843784378438,9.534956892221027,1.3971809808538949,0.1202833598380801,0.12295792973832587,0.1278010698279601,0.13770420702616742,0.11927136041636548,0.14724591585947666,0.1343790660691051,0.06194882174353043,0.028408269480988867,0.2186497036287408,0.6238036721121875,0.15754662425907184,1.0,0.4874222929015469,0.5125777070984531,,24.0,1,,1,-0.9030681177529608,-1.4074031070383186,-0.13430310158867179,1.0617767869989843,-0.6657175831264714,-0.681354079996391,0,0,0,0,0,0 +70,US_AK_02170,02170,Matanuska-Susitna,AK,Alaska,62.4,-149.58,google,106232.0,65423.0,1.6237714565214068,11.573390073985298,0.9646127699263783,0.14761088937419986,0.1464624595225544,0.13049740191279463,0.1425465019956322,0.12458581218465246,0.13403682506212816,0.11040929286843888,0.047113863995782816,0.016736953083816553,0.2647808569922434,0.6161636794939378,0.11905546351381881,1.0,0.4800625047066797,0.5199374952933202,,24.0,1,,1,0.6345213192905027,-1.7092761151975533,1.382351774655459,0.8102356900494084,-1.5755382958700312,-1.0414890311491751,0,0,0,0,0,0 +71,US_AK_02240,02240,Southeast Fairbanks,AK,Alaska,63.77,-143.6,google,6892.0,25059.0,0.27503092701225107,8.838261682885651,0.24297043479640273,0.14698200812536275,0.13000580383052815,0.12434706906558328,0.13087637840975044,0.11883343006384213,0.1394370284387696,0.13087637840975044,0.05832849680789321,0.020313406848520024,0.2509866511897853,0.6049332559489262,0.14408009286128845,1.0,0.4454439930354034,0.5545560069645966,,24.0,1,,1,-1.4285850708206618,-2.212883030864418,0.9288393872811345,0.44048231476830113,-0.9840277862300716,-2.735469303354839,0,0,0,0,0,0 +72,US_AK_02290,02290,Yukon-Koyukuk,AK,Alaska,65.29,-151.65,google,5409.0,147805.0,0.036595514360136666,8.596004371840527,0.03594179950203498,0.16805324459234608,0.13921242373821408,0.12571639859493436,0.1234978739138473,0.09539656128674431,0.1345904973192827,0.13292660380846738,0.05749676465150675,0.023109632094657055,0.2794231835829174,0.5735071177666852,0.14706969865039748,1.0,0.47162137178776115,0.5283786282122389,,24.0,1,,1,-1.6113196759290531,-2.357360492066217,1.8637478465966066,-0.5942000031657844,-0.9133620744872814,-1.454537193805403,0,0,0,0,0,0 +73,US_AZ_04001,04001,Apache County,AZ,Arizona,35.423889,-109.4425,google,71545.0,29056.0,2.462314151982379,11.17809587846029,1.2419371955552039,0.14569851142637502,0.1595499336082186,0.136683206373611,0.11324341323642463,0.10734502760500385,0.12928925850863093,0.1095674051296387,0.0665175763505486,0.032105667761548676,0.2733384583129499,0.5732545950101334,0.15340694667691662,1.0,0.5064225312740234,0.49357746872597663,,201.5,1,,1,0.3363510456699604,-1.5157418783170873,1.6637002089712418,-0.6025141278464844,-0.7635676956042952,0.2483805451026288,0,0,0,0,0,0 +74,US_AZ_04003,04003,Cochise County,AZ,Arizona,31.880556,-109.753611,google,124864.0,16107.0,7.752157447072701,11.734988432664194,2.1693002353570128,0.12019477191184008,0.12385475397232189,0.1230859174782163,0.1191376217324449,0.10197494874423373,0.1248318170169144,0.1356756150691953,0.1009258072783188,0.05031874679651461,0.21927857508969759,0.5616390633008713,0.21908236160943106,1.0,0.49314454126089186,0.5068554587391082,,201.5,1,,1,0.7564149048007122,-0.868570256804721,-0.1136276816555239,-0.9849469041323021,0.7888108678558471,-0.40134851749746003,0,0,0,0,0,0 +75,US_AZ_04005,04005,Coconino County,AZ,Arizona,35.633333,-112.1,google,141001.0,48332.0,2.9173425473806174,11.856529353656871,1.3654135023230498,0.11456656335770668,0.15502726931014674,0.21604102098566677,0.12039630924603371,0.10250991127722499,0.11338926674278905,0.10326877114346707,0.05202090765313721,0.022779980283827776,0.23858837880582406,0.6349763476854774,0.12643527350869851,1.0,0.5058261998141858,0.4941738001858143,,201.5,1,,1,0.8480931790550241,-1.4295724298491137,0.521221131566445,1.4296288530931196,-1.401100740352001,0.21920038455001065,0,0,0,0,0,0 +76,US_AZ_04007,04007,Gila County,AZ,Arizona,33.791111,-110.836389,google,53578.0,12421.0,4.31350132839546,10.888912479243952,1.670251001834432,0.11476725521669343,0.10638694986748293,0.09925715778864459,0.09192205756093919,0.08830116839001083,0.13264772854529844,0.17034977042816082,0.13210646160737616,0.06426145059539363,0.19987681511067976,0.51858038747247,0.2815427974168502,1.0,0.5051513680988465,0.49484863190115347,,201.5,1,,1,0.11822010864384612,-1.216837858392914,-0.7514997428205129,-2.4026219062259107,2.265196539898428,0.1861789876829743,0,0,0,0,0,0 +77,US_AZ_04009,04009,Graham County,AZ,Arizona,33.009167,-109.885278,google,37481.0,12020.0,3.118219633943428,10.531616096721624,1.4154209422837272,0.1506630025879779,0.15349110215842693,0.1501027187108135,0.13665590565886715,0.11707265014273899,0.10258530989034444,0.09692911074944639,0.05885648728689202,0.033643712814492674,0.2734558843147195,0.5855793602091726,0.1409647554761079,0.9999999999999999,0.4679437581708065,0.5320562418291934,,201.5,1,,1,-0.15128842790022975,-1.3946741272232612,1.6675608260422783,-0.19673036433775476,-1.057665432519322,-1.634493079115315,0,0,0,0,0,0 +78,US_AZ_04011,04011,Greenlee County,AZ,Arizona,33.101667,-109.268611,google,9443.0,4787.0,1.972634217672864,9.153134898205403,1.089448501691389,0.15450598326802922,0.14741078047230752,0.1360796357089908,0.14592820078364926,0.11532352006777508,0.11712379540400296,0.09901514349253415,0.04903102827491263,0.03558191252779837,0.2724346076458753,0.5934448798051466,0.13412051254897808,0.9999999999999999,0.48363867415016415,0.5163613258498359,,201.5,1,,1,-1.1910763144803962,-1.62215797539514,1.6339842920329986,0.0622360412741622,-1.2194437176524686,-0.8664970920140866,0,0,0,0,0,0 +79,US_AZ_04012,04012,La Paz County,AZ,Arizona,33.840278,-113.942778,google,20706.0,11690.0,1.77125748502994,9.938227086340024,1.0193011829027663,0.09277504105090312,0.09243697478991597,0.08905631218004444,0.08355066164396793,0.07746546894619917,0.10967835410026079,0.1449338356032068,0.20274316623201005,0.10736018545349174,0.16672462088283588,0.4507051096300589,0.3825702694871052,1.0,0.4864290543803728,0.5135709456196271,,201.5,1,,1,-0.5988815511787404,-1.6711111383925354,-1.841445113092398,-4.637365144518319,4.6531964044381136,-0.7299560094045723,0,0,0,0,0,0 +80,US_AZ_04013,04013,Maricopa County,AZ,Arizona,33.513889,-112.475833,google,4327184.0,23891.0,181.12192875978403,15.280427773088531,5.20467640100892,0.13148874649194486,0.13666486102740258,0.1422650388797888,0.13704848233862946,0.1280537180762362,0.12246740605437624,0.10159147380837052,0.06525906917755288,0.03516120414569845,0.24082063531386694,0.6079633544586964,0.1512160102274366,0.9999999999999999,0.5054275482623342,0.4945724517376659,,201.5,1,,1,3.430738560971073,1.2497040658863758,0.5946110746115166,0.5402460633866202,-0.8153551533854322,0.19969325291092616,0,0,0,0,0,0 +81,US_AZ_04015,04015,Mohave County,AZ,Arizona,35.681944,-113.863056,google,207017.0,34886.0,5.9340996388235965,12.240561024988747,1.93645121676207,0.0917122748373322,0.10082746827555225,0.09866822531482922,0.09362033069747895,0.0954269456131622,0.13871807629325128,0.1735364728500558,0.14158257534405386,0.06590763077428424,0.172374249457774,0.53336730799886,0.29425844254336603,1.0,0.4952926571247772,0.5047073428752228,,201.5,1,,1,1.1377681346103365,-1.0310667877898867,-1.6557021584424234,-1.9157735026254266,2.5657579438157567,-0.29623522058894325,0,0,0,0,0,0 +82,US_AZ_04017,04017,Navajo County,AZ,Arizona,35.497778,-110.289722,google,109079.0,25795.0,4.228687730180267,11.599836836959525,1.654160334581725,0.14705855389213324,0.1482870213331622,0.12457943325479698,0.11032371033837861,0.1047956068537482,0.1250286489608449,0.12490030161625977,0.08011624602352424,0.03491047772715188,0.265688170958663,0.5568349544825311,0.177476874558806,1.0,0.5001604341807314,0.4998395658192686,,201.5,1,,1,0.6544701033649307,-1.2280669270210705,1.4121815545573715,-1.1431186279038485,-0.1946235921483493,-0.058041320730342766,0,0,0,0,0,0 +83,US_AZ_04019,04019,Pima County,AZ,Arizona,32.065278,-111.820833,google,1026391.0,23799.0,43.12748434808185,13.841560298020921,3.7870828161746384,0.1154813321628892,0.12685808819446,0.15593472662952032,0.11772316787656946,0.10953817794583155,0.11952657418079465,0.12241143969500902,0.08486434506927672,0.04766214824564907,0.2169678027184572,0.5892999841191124,0.1937322131624303,0.9999999999999999,0.5079302137294657,0.4920697862705343,,201.5,1,,1,2.345401327079242,0.2604190722351326,-0.18959899234693842,-0.07423157848715907,0.18960601973887564,0.3221556501828669,0,0,0,0,0,0 +84,US_AZ_04021,04021,Pinal County,AZ,Arizona,32.986944,-111.327222,google,431564.0,13919.0,31.005388318126304,12.975173415472662,3.4659042735660206,0.12331890519135053,0.12863445514454402,0.12080015942015553,0.13522907378743362,0.12049661232169505,0.11193936472921745,0.12471151439879137,0.09675274119249984,0.038117173814312594,0.22622646930698578,0.5765478584868061,0.19722567220620812,1.0,0.4791873279513583,0.5208126720486417,,201.5,1,,1,1.6918860041750887,0.03628070431029061,0.11479837917250434,-0.494085867655834,0.27218137822666433,-1.0843138692671435,0,0,0,0,0,0 +85,US_AZ_04023,04023,Santa Cruz County,AZ,Arizona,31.533333,-110.833333,google,46566.0,3207.0,14.520112254443404,10.748647414747458,2.7421367476183103,0.1451058712365245,0.15861358072413348,0.12412489799424473,0.10634368423313147,0.11166945840312674,0.12006614267920801,0.1160503371558648,0.07958596400807456,0.038440063565691705,0.2719967358158313,0.5519520680324701,0.17605119615169867,1.0,0.5187905338659108,0.48120946613408927,,201.5,1,,1,0.012418219484365708,-0.46880930171979396,1.6195883708867562,-1.3038840468382387,-0.22832254326811943,0.853581386669408,0,0,0,0,0,0 +86,US_AZ_04025,04025,Yavapai County,AZ,Arizona,34.561389,-112.54,google,228082.0,21051.0,10.834734691938625,12.3374648767796,2.4710388254724824,0.08711779096991433,0.09921870204575547,0.09293148955200323,0.08871370822774266,0.09236590349084978,0.13813453056356925,0.1954998640839698,0.14016011785235136,0.06585789321384414,0.16649275260651872,0.5297393042853009,0.3037679431081804,1.0,0.5108294385352636,0.48917056146473636,,201.5,1,,1,1.2108626761706756,-0.6579982971117649,-1.8490682511733323,-2.0352228371268604,2.7905352800716323,0.46402280127087825,0,0,0,0,0,0 +87,US_AZ_04027,04027,Yuma County,AZ,Arizona,32.786944,-113.982778,google,209507.0,14294.0,14.656988946411081,12.252517203772774,2.7509173953453008,0.142052532850931,0.1408019779768695,0.15932641868768108,0.12112721770632962,0.10284143250583512,0.10148109609702778,0.0926269766642642,0.08775363114358947,0.05198871636747221,0.2546941152324266,0.5592500489243797,0.1860558358431938,1.0,0.4858453416830941,0.5141546583169059,,201.5,1,,1,1.1467866760912067,-0.4626816194815415,1.0507297587284772,-1.063603432602704,0.008158462724436046,-0.7585186987314646,0,0,0,0,0,0 +88,US_AR_05001,05001,Arkansas County,AR,Arkansas,34.274167,-91.383889,google,17872.0,2678.0,6.673637042569081,9.791046473190379,2.0377906936732626,0.1292524619516562,0.1192927484333035,0.11716651745747537,0.11196284691136973,0.11951656222023277,0.13954789615040286,0.136414503133393,0.07889435989256938,0.04795210384959714,0.22468666069829904,0.5802596239928379,0.19505371530886303,1.0,0.51544315129812,0.48455684870188004,,106.0,1,,1,-0.7098998362719062,-0.9603457963539462,0.06417405993111515,-0.3718787381912585,0.22084254265687697,0.6897846270857907,0,0,0,0,0,0 +89,US_AR_05003,05003,Ashley County,AR,Arkansas,33.208889,-91.795278,google,20311.0,2432.0,8.3515625,9.918967123384514,2.235543441638356,0.12707399931071833,0.12653242085569397,0.11451922603515337,0.10339225050465266,0.12485845108561863,0.13982571020629217,0.12722170252572498,0.09196986854413865,0.04460637093200729,0.22829993599527348,0.571512973265718,0.20018709073900842,1.0,0.5148934075131703,0.4851065924868298,,106.0,1,,1,-0.613409334509176,-0.8223416263943079,0.1829677860533936,-0.6598557335196386,0.34218082402349287,0.6628841313245806,0,0,0,0,0,0 +90,US_AR_05005,05005,Baxter County,AR,Arkansas,36.306944,-92.354722,google,41308.0,1520.0,27.176315789473684,10.628835672884062,3.3384817594378386,0.09216132468287015,0.10031955069235983,0.08961944417546237,0.09201607436816113,0.09925438171782705,0.1378909654304251,0.16418127239275684,0.14384622833349472,0.08071075820664278,0.17241696523675804,0.520935412026726,0.3066476227365159,0.9999999999999999,0.5169458700493851,0.4830541299506149,,106.0,1,,1,-0.07795573555667792,-0.052642653151897784,-1.6542977908997734,-2.325084467471625,2.858602652455263,0.7633168442847369,0,0,0,0,0,0 +91,US_AR_05007,05007,Benton County,AR,Arkansas,36.352222,-94.234167,google,266585.0,2280.0,116.92324561403508,12.4934521722196,4.770033951926186,0.14572837931616558,0.14321510962732337,0.12926833842864377,0.15255922126151134,0.13166532250501717,0.11637939118855149,0.09224074872929834,0.05773768216516308,0.03120580677832586,0.2603004670180243,0.6046356696738375,0.1350638633081381,0.9999999999999999,0.503535457733931,0.496464542266069,,106.0,1,,1,1.328523838639555,0.9463835253016499,1.2350499014867973,0.43068450712459466,-1.1971456096336814,0.10710798931620466,0,0,0,0,0,0 +92,US_AR_05009,05009,Boone County,AR,Arkansas,36.306111,-93.093889,google,37459.0,1559.0,24.027581783194357,10.53102897599808,3.2199784880394304,0.12386876318107798,0.12424250513895192,0.11623374889879602,0.11321711738167063,0.11778210843855949,0.13628233535331963,0.12605782322005393,0.09151338797084813,0.05080221041672228,0.22326276729223954,0.5713927227101631,0.20534450999759737,0.9999999999999999,0.5069275741477348,0.49307242585226513,,106.0,1,,1,-0.15173129285693626,-0.1353416081607345,0.01736068718634062,-0.6638148939749566,0.4640874325776516,0.27309370067699457,0,0,0,0,0,0 +93,US_AR_05011,05011,Bradley County,AR,Arkansas,33.494167,-92.145,google,10813.0,1695.0,6.379351032448378,9.28859686994195,1.9986856987631814,0.1327106260982151,0.12753167483584574,0.11523166558771848,0.11948580412466475,0.12022565430500323,0.13039859428465736,0.12235272357347637,0.08425043928604457,0.04781281790437437,0.2347359659668917,0.5720244150559511,0.19323961897715713,1.0,0.5129011375196523,0.4870988624803477,,106.0,1,,1,-1.0888973965121735,-0.9876356945696426,0.39456527556751647,-0.6430168914723589,0.17796250512250125,0.5653968072601275,0,0,0,0,0,0 +94,US_AR_05015,05015,Carroll County,AR,Arkansas,36.368056,-93.496389,google,27865.0,1655.0,16.836858006042295,10.235162586673537,2.8812669909032453,0.11763861474968598,0.12345235959088462,0.10396554817871882,0.10403732280638794,0.11020994078593217,0.13669477839583707,0.15582271666965727,0.10066391530593935,0.047514803516956756,0.21640050242239367,0.5575094204198816,0.22609007715772475,1.0,0.5046115198277409,0.4953884801722591,,106.0,1,,1,-0.37490320698750884,-0.3717155625005077,-0.208250135827782,-1.1209123365874116,0.9544531771914777,0.15976270699705233,0,0,0,0,0,0 +95,US_AR_05017,05017,Chicot County,AR,Arkansas,33.298056,-91.275,google,10647.0,1789.0,5.9513694801565125,9.273127360074948,1.9389386876699253,0.12369681600450831,0.12144265990419836,0.11637080867850098,0.1089508781816474,0.11007795623180239,0.1425753733446041,0.13553113553113552,0.08265239034469804,0.05870198177890486,0.220850943927867,0.5700291161829624,0.20911993988917066,1.0,0.4998591152437306,0.5001408847562694,,106.0,1,,1,-1.100566042401834,-1.0293308758419126,-0.06193287908094344,-0.7087106286698215,0.5533277736938432,-0.07278569621846803,0,0,0,0,0,0 +96,US_AR_05019,05019,Clark County,AR,Arkansas,34.088889,-93.163889,google,22184.0,2286.0,9.704286964129484,10.00717166381301,2.370644312081961,0.10606743598990263,0.15425531914893617,0.20429138117562207,0.09795347998557519,0.10173999278759466,0.11454201226108908,0.10647313379011901,0.07316083663901911,0.04151640822214209,0.2294716913090516,0.6026144969347277,0.1679138117562207,1.0,0.5249278759466282,0.4750721240533718,,106.0,1,,1,-0.5468766804710649,-0.7280598342156959,0.22149160956162095,0.3641388920534709,-0.420666986179604,1.153898641993215,0,0,0,0,0,0 +97,US_AR_05023,05023,Cleburne County,AR,Arkansas,35.535,-92.012778,google,25059.0,1533.0,16.34637964774951,10.129028228450059,2.8533838187833607,0.0994453090705934,0.11173630232650944,0.09306037750907857,0.10144060018356678,0.10794524921186001,0.14689333173710045,0.14649427351450578,0.1222714394030089,0.07071311704377668,0.18883435093180095,0.5449339558641606,0.26623169320403844,1.0,0.5074823416736501,0.4925176583263498,,106.0,1,,1,-0.45496031632604744,-0.3911741746504923,-1.1145430643407985,-1.534950190686972,1.9032859225495018,0.3002400220868963,0,0,0,0,0,0 +98,US_AR_05025,05025,Cleveland County,AR,Arkansas,33.897222,-92.17,google,8162.0,1551.0,5.26241134751773,9.007367027451355,1.8345653102257917,0.1105121293800539,0.13513844645920117,0.10867434452340113,0.11124724332271502,0.12264150943396226,0.1426121048762558,0.13415829453565303,0.0876010781671159,0.047414849301641755,0.21862288654741485,0.579282038716001,0.20209507473658417,1.0,0.5061259495221759,0.49387405047782407,,106.0,1,,1,-1.3010289684779897,-1.1021691118122379,-0.13518476732200307,-0.4040650091975835,0.38728009686866827,0.23386797328855496,0,0,0,0,0,0 +99,US_AR_05027,05027,Columbia County,AR,Arkansas,33.241111,-93.218333,google,23695.0,1986.0,11.931017119838872,10.07306153650758,2.5596288532505747,0.11686009706689175,0.1523950200464233,0.1712175564465077,0.10449461911795738,0.10044313146233383,0.12348596750369276,0.11141591052964761,0.07123865794471408,0.04844903988183161,0.2387761131040304,0.5858282338046001,0.17539565309136948,1.0,0.5161848491242879,0.4838151508757122,,106.0,1,,1,-0.4971759725108335,-0.5961746644390348,0.5273932759429215,-0.188536385583626,-0.24381770223020288,0.7260779691392166,0,0,0,0,0,0 +100,US_AR_05029,05029,Conway County,AR,Arkansas,35.266667,-92.7,google,20810.0,1468.0,14.17574931880109,9.94323697205341,2.7196987142306743,0.12325804901489669,0.12349831811629025,0.11672272945699183,0.11268620855358001,0.11753964440172994,0.1462758289283998,0.126045170591062,0.08467083133109082,0.049303219605958674,0.2220567035079289,0.5809466602594906,0.19699663623258049,0.9999999999999999,0.5090821720326766,0.4909178279673234,,106.0,1,,1,-0.5951025961349303,-0.4844679573139703,-0.022291096611967494,-0.34925857809514205,0.26676762429627626,0.37852418094387885,0,0,0,0,0,0 +101,US_AR_05031,05031,Craighead County,AR,Arkansas,35.840278,-90.7075,google,107188.0,1847.0,58.03356794802382,11.582348910413575,4.078106230387606,0.14107922528641265,0.14105123707877748,0.15857185505840207,0.13751539351419936,0.11894055304698287,0.11473299249916036,0.09683919841773332,0.05822480128372579,0.03304474381460611,0.2539202149494346,0.6063906407433668,0.13968914430719856,1.0,0.5134156808597977,0.4865843191402023,,106.0,1,,1,0.6412789664793094,0.4635133155797052,1.025286223235712,0.4884656294374194,-1.087817224266051,0.5905748471388436,0,0,0,0,0,0 +102,US_AR_05033,05033,Crawford County,AR,Arkansas,35.566667,-94.25,google,62894.0,1565.0,40.18785942492013,11.049221948272972,3.7181435387780977,0.12999650205107005,0.14001335580500524,0.11891436385028778,0.1224282125480968,0.1257989633351353,0.13716729735745858,0.11568671097401978,0.07350462683244825,0.036489967246478204,0.24200718669507423,0.5901548637389894,0.16783794956593634,1.0,0.5062963080739021,0.49370369192609787,,106.0,1,,1,0.23914148514132305,0.2123089556747993,0.6336213487323893,-0.04608530033107468,-0.4224601509140115,0.24220409208435975,0,0,0,0,0,0 +103,US_AR_05035,05035,Crittenden County,AR,Arkansas,35.24,-90.3,google,48716.0,1649.0,29.542753183747728,10.793783324133198,3.4191274458171828,0.15114130881024715,0.14662533869775843,0.13369324246654077,0.12435339518843912,0.11893423105345266,0.1319279086952952,0.10409311109286477,0.05926184415797685,0.029969619837425077,0.26844157976845395,0.5902804006897118,0.1412780195418343,1.0,0.5245299285655637,0.4754700714344363,,106.0,1,,1,0.04646422016945988,0.0036369238660217303,1.5027054325267204,-0.04195208923123926,-1.0502607679148313,1.13442596739356,0,0,0,0,0,0 +104,US_AR_05037,05037,Cross County,AR,Arkansas,35.291667,-90.773333,google,16792.0,1612.0,10.416873449131513,9.728717411895008,2.4350923882087856,0.1292877560743211,0.13107432110528824,0.11880657455931395,0.11457837065269176,0.12315388280133396,0.13792282039066223,0.12023582658408766,0.08396855645545498,0.04097189137684612,0.2341472129585517,0.5807944259171034,0.18505836112434493,1.0,0.5172701286326822,0.48272987136731776,,106.0,1,,1,-0.7569146254374013,-0.6830839573042511,0.3752088308247169,-0.35427078103706683,-0.015418980565805075,0.7791837206084351,0,0,0,0,0,0 +105,US_AR_05039,05039,Dallas County,AR,Arkansas,33.976944,-92.673056,google,7307.0,1731.0,4.221259387637204,8.896724917497897,1.6527386347950157,0.10948405638428904,0.12440125906664842,0.1096209114547694,0.11044204187765157,0.10551525934035856,0.1397290269604489,0.14698234569590804,0.09607225947721364,0.05775283974271247,0.2090050636376078,0.5636786642945122,0.2273162720678801,1.0,0.5073217462706994,0.4926782537293007,,106.0,1,,1,-1.3844862733720347,-1.2290590775778418,-0.45139012858990646,-0.9177945524331185,0.9834369102231623,0.2923816413746127,0,0,0,0,0,0 +106,US_AR_05041,05041,Desha County,AR,Arkansas,33.757778,-91.287222,google,11743.0,2123.0,5.531323598681111,9.371097750854297,1.8766096177991796,0.14144596781061058,0.139146725708933,0.11044877799540151,0.11087456356978626,0.10363620880524568,0.13676232649237843,0.13088648556586902,0.08311334411990122,0.043685599931874305,0.25276334837775694,0.554994464787533,0.19224218683471003,1.0,0.5306139827982628,0.4693860172017372,,106.0,1,,1,-1.0266670108549825,-1.0728279783620096,0.9872518972071992,-1.2037153876046802,0.15438606821636106,1.4321356997785295,0,0,0,0,0,0 +107,US_AR_05043,05043,Drew County,AR,Arkansas,33.584444,-91.730833,google,18370.0,2164.0,8.48890942698706,9.818528613308937,2.250123687892538,0.1186173108328797,0.13897659227000544,0.16412629286880784,0.10968971148611867,0.10724006532389765,0.12868807838867719,0.11246597713663582,0.07223734349482852,0.04795862819814915,0.22979858464888403,0.5937724550898204,0.1764289602612956,1.0,0.5115405552531301,0.4884594447468699,,106.0,1,,1,-0.6891700675791352,-0.812166623503978,0.23223888860669334,0.0730212148414219,-0.21939328250310625,0.49881972445290484,0,0,0,0,0,0 +108,US_AR_05045,05045,Faulkner County,AR,Arkansas,35.16,-92.313611,google,123530.0,1720.0,71.81976744186046,11.72424741569764,4.287987449139613,0.12724844167408728,0.13992552416417064,0.19385574354407836,0.13336031733182224,0.1192422893224318,0.11538897433821743,0.09203432364607787,0.05285355784020076,0.026090828138913624,0.23918886100542378,0.6358495911924229,0.12496154780215332,1.0,0.5109689953857363,0.48903100461426374,,106.0,1,,1,0.7483129594543438,0.609981486980796,0.5409631971711008,1.458379748626248,-1.4359353919124327,0.4708517069672467,0,0,0,0,0,0 +109,US_AR_05051,05051,Garland County,AR,Arkansas,34.583611,-93.1275,google,98327.0,1903.0,51.669469259064634,11.496064107894817,3.9640359567227623,0.10992911407853387,0.11352934595787526,0.1115054867940647,0.11010200656991467,0.1125428417423495,0.13418491360460505,0.14604330448401762,0.10508812431987145,0.05707486244876789,0.2007525908448341,0.5640627701445178,0.23518463901064815,1.0,0.5183418593061926,0.4816581406938074,,106.0,1,,1,0.5761943700760087,0.3839079821713205,-0.7227068460282915,-0.9051481518823689,1.1694225516377292,0.8316264898205693,0,0,0,0,0,0 +110,US_AR_05053,05053,Grant County,AR,Arkansas,34.294444,-92.431667,google,18103.0,1639.0,11.045149481391093,9.803888187313373,2.4886620462340034,0.11578191459979009,0.13135944318621223,0.11417997017068994,0.1225211290946252,0.1318013588907916,0.1446721537866652,0.11893056399491797,0.08225156051483179,0.038501905761475996,0.22086946914875988,0.5989117825774734,0.18021874827376677,1.0,0.5053858476495608,0.49461415235043915,,106.0,1,,1,-0.7002133357941437,-0.6456997173032129,-0.061323825013309546,0.24222976495694748,-0.12981355656359275,0.197652725691049,0,0,0,0,0,0 +111,US_AR_05055,05055,Greene County,AR,Arkansas,36.105833,-90.561389,google,44993.0,1501.0,29.97534976682212,10.714284426529444,3.4331917193585433,0.13208721356655478,0.13504322894672505,0.13024248216389217,0.12677527615406842,0.13228724468250616,0.12922010090458516,0.10743893494543595,0.07007756762163003,0.03682795101460227,0.24012179672393483,0.5992532171671149,0.1606249861089503,1.0,0.5072122330140244,0.4927877669859756,,106.0,1,,1,-0.013501770526558876,0.013451848898079285,0.5716353439425613,0.2534712458727544,-0.5929539325087281,0.2870228524667028,0,0,0,0,0,0 +112,US_AR_05057,05057,Hempstead County,AR,Arkansas,33.7353,-93.66844,google,21876.0,1920.0,11.39375,9.993191135617908,2.5171923132859693,0.1465075882245383,0.13512525141707807,0.11405192905467179,0.10961784604132382,0.11268056317425489,0.1385079539221064,0.11972024136039496,0.07949350886816603,0.04429511793746572,0.2546077893582008,0.56174346315597,0.1836487474858292,1.0,0.5196105320899616,0.4803894679100384,106.0,106.0,0,,1,-0.5574221880056665,-0.6257895220530899,1.047891621189211,-0.9815096162466866,-0.04873820660254072,0.8937061854468843,0,0,0,0,0,0 +113,US_AR_05059,05059,Hot Spring County,AR,Arkansas,34.318611,-92.953889,google,33606.0,1611.0,20.860335195530727,10.422489657586254,3.0846738163696577,0.10748080699875022,0.12069273344045706,0.12560257096946975,0.12259715526989227,0.12923287508183062,0.13949889900612986,0.1309587573647563,0.0819496518478843,0.04198655002082961,0.2040349937511159,0.6065494256977921,0.18941558055109206,1.0,0.47628399690531453,0.5237160030946855,,106.0,1,,1,-0.23360246282556715,-0.22976562551367877,-0.6147912182879102,0.49369350642774934,0.0875731975776421,-1.2263819501361755,0,0,0,0,0,0 +114,US_AR_05061,05061,Howard County,AR,Arkansas,34.136111,-93.987222,google,13365.0,1542.0,8.667315175097276,9.500469448071016,2.2687506261471553,0.14695099139543583,0.13655069210624765,0.11410400299289188,0.11784511784511785,0.11081182192293304,0.1352038907594463,0.11627384960718294,0.07751589973812197,0.044743733632622525,0.25619154508043396,0.5634118967452301,0.18039655817433595,1.0,0.5153759820426487,0.48462401795735127,,106.0,1,,1,-0.9290819848299225,-0.7991675871863049,1.0999607905849385,-0.9265776763613649,-0.12561064017093343,0.686497848187043,0,0,0,0,0,0 +115,US_AR_05063,05063,Independence County,AR,Arkansas,35.723056,-91.520556,google,37391.0,1998.0,18.714214214214213,10.52921205677864,2.981339909280093,0.13334759701532453,0.13465807279826697,0.11957422909256238,0.12000213955229869,0.12363937846005724,0.13294643095932177,0.1171672327565457,0.07376106549704474,0.044903853868578,0.2410740552539381,0.5816774090021662,0.1772485357438956,1.0,0.5123692867267524,0.4876307132732476,,106.0,1,,1,-0.15310179438956642,-0.3018784544039198,0.6029427671841656,-0.32519921710988664,-0.20002086724492926,0.539371865475099,0,0,0,0,0,0 +116,US_AR_05069,05069,Jefferson County,AR,Arkansas,34.2875,-91.942222,google,69238.0,2366.0,29.263736263736263,11.145319566667077,3.40995017277175,0.1200641266356625,0.1341459891966839,0.14022646523585314,0.12068517288194344,0.11467691152257431,0.13645685895028742,0.12418036338426876,0.07092925849966782,0.038634853693058725,0.22738091799300963,0.6009647881221295,0.17165429388486092,1.0,0.5055460874086485,0.4944539125913516,,106.0,1,,1,0.3116278851320859,-0.0027675481939643132,0.15275321232473496,0.30982345156769203,-0.3322527100083223,0.2054937037577826,0,0,0,0,0,0 +117,US_AR_05071,05071,Johnson County,AR,Arkansas,35.55,-93.466667,google,26401.0,1768.0,14.932692307692308,10.181195043840704,2.7683731182851905,0.13632059391689708,0.14230521571152607,0.12779818946252036,0.12401045414946403,0.1141623423355176,0.13294950948827697,0.1111700314382031,0.07389871595772887,0.03738494753986592,0.25016476648611796,0.5829665542971857,0.16686867921669635,1.0,0.5030870042801409,0.4969129957198591,,106.0,1,,1,-0.41561090569713016,-0.4504999300731591,0.9018182670046634,-0.28275506332078687,-0.44537092374892756,0.08516391179673735,0,0,0,0,0,0 +118,US_AR_05073,05073,Lafayette County,AR,Arkansas,33.264167,-93.592778,google,6797.0,1412.0,4.813739376770538,8.824383730256061,1.7602239742950787,0.09901427100191261,0.10740032367220832,0.12049433573635428,0.09165808444902163,0.11048992202442254,0.1580108871560983,0.14418125643666324,0.11210828306605855,0.05664263645726056,0.18493452993967927,0.57422392231867,0.24084154774165073,1.0,0.5125790790054435,0.4874209209945564,,106.0,1,,1,-1.4390532056420242,-1.1540491208860921,-1.2427575591654625,-0.5705997443286194,1.3031356596322905,0.5496375864494263,0,0,0,0,0,0 +119,US_AR_05075,05075,Lawrence County,AR,Arkansas,36.030556,-91.113056,google,16571.0,1534.0,10.802477183833116,9.715469803197292,2.46830944027254,0.11483917687526402,0.1320982439201014,0.12787399674129504,0.11037354414338302,0.11658922213505522,0.13837426830004224,0.11924446321887636,0.08840745881359001,0.05219962585239273,0.22051777201134512,0.5792529117132339,0.20022931627542093,1.0,0.5061251584092692,0.4938748415907308,,106.0,1,,1,-0.7669072920511107,-0.6599030319025284,-0.07288657902073928,-0.40502399418526497,0.34317891467316347,0.23382926192886888,0,0,0,0,0,0 +120,US_AR_05077,05077,Lee County,AR,Arkansas,34.775556,-90.774722,google,9127.0,1604.0,5.690149625935162,9.119101891541911,1.9006362395006677,0.10222417004492167,0.10233373507176509,0.14144844965487016,0.1343267229100471,0.13345020269529967,0.13060151199737044,0.1245754355209817,0.0808589898104525,0.05018078229429166,0.18409115810233373,0.6225813520324313,0.193327489865235,1.0,0.4350827215952668,0.5649172784047332,,106.0,1,,1,-1.216747399519997,-1.0560607070144914,-1.2704851123770209,1.0215328039156852,0.18003952105219842,-3.242475196075595,0,0,0,0,0,0 +121,US_AR_05079,05079,Lincoln County,AR,Arkansas,33.959722,-91.718611,google,13475.0,1482.0,9.092442645074224,9.508665604526444,2.3117868908032944,0.08749536178107607,0.1060482374768089,0.16363636363636364,0.1605194805194805,0.1410760667903525,0.13528756957328386,0.10330241187384044,0.06189239332096475,0.04074211502782931,0.17233395176252317,0.6733803339517624,0.15428571428571428,0.9999999999999999,0.382708719851577,0.617291280148423,,106.0,1,,1,-0.9228996268782558,-0.7691342043729233,-1.6570270265965312,2.6940516497307105,-0.7427961481452896,-5.805281089429142,0,0,0,0,0,0 +122,US_AR_05085,05085,Lonoke County,AR,Arkansas,34.778056,-91.871667,google,72778.0,2078.0,35.02309913378248,11.195182731033283,3.5841603752965763,0.13921789551787628,0.14368353073731072,0.12907746846574514,0.1406468987880953,0.13319959328368464,0.12810189892549947,0.09866992772541153,0.05893264448047487,0.02847014207590206,0.25416472010772484,0.6090975294731925,0.13673775041908268,1.0,0.5055373876720987,0.4944626123279013,,106.0,1,,1,0.3492396525978624,0.11880716894818587,1.0333248243447208,0.5775879354975526,-1.157579716196195,0.20506800139863082,0,0,0,0,0,0 +123,US_AR_05091,05091,Miller County,AR,Arkansas,33.327778,-93.877222,google,43736.0,1651.0,26.49061175045427,10.685949704772932,3.3138445554928166,0.13496890433510153,0.12657764770440827,0.12904700932869947,0.1294128406804463,0.12291933418693982,0.13224803365648435,0.11498536674593013,0.0721830985915493,0.037657764770440826,0.23623102249862812,0.5964354307664167,0.16733354673495518,1.0,0.5076595939271996,0.49234040607280044,,106.0,1,,1,-0.03487464125105827,-0.06983602677398901,0.4437182798562115,0.1606977161564909,-0.43438278806778313,0.30891346892851607,0,0,0,0,0,0 +124,US_AR_05093,05093,Mississippi County,AR,Arkansas,35.776667,-90.054444,google,42112.0,2382.0,17.679261125104954,10.64811176060366,2.9274138776878336,0.14342705167173253,0.14444813829787234,0.13511588145896655,0.12203172492401215,0.11400550911854103,0.13570953647416414,0.11125094984802432,0.06043408054711246,0.03357712765957447,0.25898556231003045,0.5913777545592704,0.14963668313069908,1.0,0.5124192629179332,0.4875807370820669,,106.0,1,,1,-0.06341578932232297,-0.3395113940504559,1.1918197524059593,-0.005822526038822374,-0.8526859191245807,0.5418173398139164,0,0,0,0,0,0 +125,US_AR_05095,05095,Monroe County,AR,Arkansas,34.713333,-91.222222,google,7013.0,1609.0,4.358607830950901,8.855663430700124,1.6787042083146968,0.12020533295308712,0.11279053186938542,0.11107942392699273,0.09311279053186938,0.10466276914302011,0.15385712248681022,0.14715528304577213,0.09753315271638385,0.05960359332667903,0.2104377584485955,0.5588478539854556,0.23071438756594895,1.0,0.5307286467988023,0.4692713532011978,,106.0,1,,1,-1.4154589385220941,-1.2109386850271295,-0.40428739187460694,-1.0768454030049894,1.0637586205737448,1.4377465289409876,0,0,0,0,0,0 +126,US_AR_05099,05099,Nevada County,AR,Arkansas,33.661111,-93.300833,google,8309.0,1608.0,5.16728855721393,9.025214887849494,1.8192592854472134,0.12203634613070165,0.12817426886508604,0.10819593212179564,0.10915874353111084,0.11577807197015284,0.14213503430015645,0.13455289445179924,0.08942110964014924,0.05054759898904802,0.22457576122277048,0.5681790829221326,0.2072451558550969,1.0,0.502106149957877,0.497893850042123,,106.0,1,,1,-1.2875663336133767,-1.1128506081084217,0.06052801559730111,-0.7696216032054143,0.5090132528247474,0.037167975761123635,0,0,0,0,0,0 +127,US_AR_05101,05101,Newton County,AR,Arkansas,35.935556,-93.221944,google,7815.0,2132.0,3.6655722326454034,8.96392819372262,1.5402104918666788,0.09852847088931542,0.1143953934740883,0.09468969929622521,0.10057581573896353,0.10159948816378758,0.14856046065259118,0.16673064619321817,0.1200255918106206,0.05489443378119002,0.19004478566858607,0.5516698656429943,0.2582853486884197,1.0,0.4943058221369162,0.5056941778630838,,106.0,1,,1,-1.3337948655877414,-1.3075882162205366,-1.074747576648248,-1.3131753514451283,1.7154571148199826,-0.34452380726281484,0,0,0,0,0,0 +128,US_AR_05103,05103,Ouachita County,AR,Arkansas,33.6,-92.916667,google,23817.0,1916.0,12.430584551148225,10.078196876327942,2.597534535362181,0.12239156904731914,0.12528865936096065,0.10975353738925978,0.1091237351471638,0.11172691774782718,0.14485451568207583,0.1466179619599446,0.07847335936515934,0.05176974430028971,0.2226224965360877,0.5738254188184909,0.20355208464542135,1.0,0.5250871226434899,0.47491287735651005,,106.0,1,,1,-0.4933023874779495,-0.5697217213047653,-0.0036895076089725463,-0.5837201768449881,0.42171963488379965,1.1616910267571596,0,0,0,0,0,0 +129,US_AR_05105,05105,Perry County,AR,Arkansas,34.960278,-92.935278,google,10346.0,1452.0,7.12534435261708,9.24445190160495,2.094988109178279,0.11985308331722405,0.12313937753721245,0.10835105354726464,0.10873767639667505,0.12555577034602744,0.14701333848830467,0.13145176879953605,0.08815000966557124,0.047747921902184416,0.218364585346994,0.5800115986854824,0.20162381596752368,1.0,0.504349507055867,0.495650492944133,,106.0,1,,1,-1.1221959307103073,-0.9204298814964713,-0.14367694119138558,-0.3800447876890614,0.376140890337825,0.1469416917311495,0,0,0,0,0,0 +130,US_AR_05109,05109,Pike County,AR,Arkansas,34.166667,-93.6575,google,10735.0,1590.0,6.751572327044025,9.281357859211463,2.0478957036966134,0.11271541686073591,0.12650209594783418,0.11420586865393573,0.10684676292501165,0.13274336283185842,0.13879832324173266,0.13544480670703307,0.08747088961341407,0.04527247321844434,0.21391709361900327,0.5856171401956218,0.20046576618537496,1.0,0.4989287377736376,0.5010712622263623,,106.0,1,,1,-1.0943577797778186,-0.9532938917151671,-0.289897218043367,-0.1954864862728088,0.3487679128077301,-0.11831165917746587,0,0,0,0,0,0 +131,US_AR_05111,05111,Poinsett County,AR,Arkansas,35.571389,-90.66,google,24071.0,1977.0,12.175518462316642,10.088804618309881,2.57836044563165,0.13281542104607202,0.12961655103651698,0.12650076855967762,0.11536703917577168,0.12159860412945038,0.1362220098874164,0.11727805242823314,0.08204893855676956,0.038552615180092224,0.2365086618752856,0.5842507581737361,0.17924057995097836,1.0,0.5135640397158406,0.48643596028415936,,106.0,1,,1,-0.48530097140592715,-0.5831025939612638,0.45284623534275464,-0.24047360207398463,-0.15293465198891784,0.5978344595026017,0,0,0,0,0,0 +132,US_AR_05113,05113,Polk County,AR,Arkansas,34.501944,-94.240833,google,20147.0,2234.0,9.0183527305282,9.91086030686554,2.304418683990983,0.12344269618305455,0.12964709386012807,0.10537549014741648,0.09912145728892639,0.11222514518290565,0.13341936764778875,0.14041792822752766,0.10393606988633543,0.05241475157591701,0.227160371271157,0.5462798431528267,0.22655978557601628,1.0,0.5128803295776047,0.4871196704223954,,106.0,1,,1,-0.6195243033779785,-0.7742761974713124,0.14550229322237243,-1.4906378487937502,0.9655557378739157,0.5643786166553849,0,0,0,0,0,0 +133,US_AR_05115,05115,Pope County,AR,Arkansas,35.426389,-93.031944,google,63634.0,2152.0,29.569702602230482,11.060918912426148,3.420009407436399,0.1272904422164252,0.1427853034541283,0.16092026275261653,0.11816010308954332,0.1129741961844297,0.1272904422164252,0.10549391834553855,0.06751107898293365,0.03757425275795958,0.2415186849797278,0.6006490241066096,0.15783229091366252,1.0,0.5050130433416098,0.49498695665839015,,106.0,1,,1,0.2479645011166776,0.0042524115517741466,0.6175608678075846,0.29942715528707087,-0.6589652422187265,0.17941037174299165,0,0,0,0,0,0 +134,US_AR_05117,05117,Prairie County,AR,Arkansas,34.828056,-91.536667,google,8248.0,1750.0,4.7131428571428575,9.017847259860732,1.742769285055956,0.11226964112512124,0.11057225994180407,0.10632880698351116,0.10341901066925316,0.11554316197866149,0.14524733268671192,0.1376091173617847,0.10608632395732298,0.0629243452958293,0.2007274490785645,0.5614573229873908,0.2378152279340446,1.0,0.5,0.5,,106.0,1,,1,-1.2931237328320164,-1.1662300889137718,-0.7235334323941195,-0.9909305693132928,1.2316021337256777,-0.06589181239004034,0,0,0,0,0,0 +135,US_AR_05119,05119,Pulaski County,AR,Arkansas,34.742222,-92.285833,google,393280.0,2092.0,187.9923518164436,12.882279648074231,5.241706547661185,0.1320280716029292,0.12288445890968266,0.14310414971521562,0.1392977013832384,0.12111981285598047,0.12842758340113913,0.11621236777868185,0.06177278275020342,0.03515307160292921,0.23033563873067534,0.6146323230268511,0.15503203824247355,1.0,0.5216970097640358,0.4783029902359642,,106.0,1,,1,1.6218162678713566,1.2755460059090322,0.2498956266799283,0.7598169128595345,-0.7251551889970244,0.995803353916778,0,0,0,0,0,0 +136,US_AR_05121,05121,Randolph County,AR,Arkansas,36.344722,-91.012778,google,17665.0,1699.0,10.397292525014715,9.779397167305078,2.433375829387653,0.12720067930936882,0.12470987829040475,0.11967166713840928,0.11542598358335691,0.11106708180016983,0.13535239173506936,0.12623832437022361,0.0858194169261251,0.054514576846872345,0.22696858194169262,0.5695782621001981,0.20345315595810926,1.0,0.5045004245683555,0.49549957543164447,,106.0,1,,1,-0.7186869036324487,-0.684281878838768,0.13919683149997153,-0.7235546653344399,0.41938124427519285,0.1543265062868264,0,0,0,0,0,0 +137,US_AR_05123,05123,St. Francis County,AR,Arkansas,35.026667,-90.704167,google,25997.0,1664.0,15.623197115384615,10.165774890967965,2.81079913647403,0.12151402084855945,0.1156671923683502,0.13474631688271724,0.149094126245336,0.12859176058776012,0.13066892333730815,0.11712889948840251,0.06693079970765857,0.03565796053390776,0.2140477747432396,0.6247990152709928,0.1611532099857676,1.0,0.4506673846982344,0.5493326153017656,,106.0,1,,1,-0.42724232162325737,-0.4208924152088052,-0.28560081203885307,1.0945477231133847,-0.5804682341096908,-2.4798741895365595,0,0,0,0,0,0 +138,US_AR_05125,05125,Saline County,AR,Arkansas,34.651111,-92.681667,google,119520.0,1892.0,63.17124735729387,11.691247367132178,4.161555249898169,0.12436412315930388,0.130739625167336,0.1142904953145917,0.13498995983935744,0.13023761713520748,0.1301957831325301,0.11710174029451138,0.08095716198125837,0.037123493975903615,0.2289558232931727,0.5944126506024097,0.17663152610441768,1.0,0.509630187416332,0.490369812583668,,106.0,1,,1,0.7234210343473064,0.52174923285522,0.20453140621235683,0.09409917781147065,-0.21460520658649293,0.4053401012119881,0,0,0,0,0,0 +139,US_AR_05127,05127,Scott County,AR,Arkansas,34.880278,-94.070833,google,10369.0,2326.0,4.4578675838349096,9.246672301223573,1.697058161060169,0.12084096827080722,0.13366766322692641,0.11505448934323464,0.10290288359533224,0.11187192593306973,0.15015912817050825,0.12402353168097213,0.09615199151316424,0.045327418265985145,0.22777509885234837,0.5687337255280162,0.20349117561963545,1.0,0.49214003279004725,0.5078599672099527,,106.0,1,,1,-1.1205210840534974,-1.1981301549804857,0.16571270453008657,-0.7513604063077025,0.4202799200978568,-0.45050191695703584,0,0,0,0,0,0 +140,US_AR_05129,05129,Searcy County,AR,Arkansas,35.925556,-92.7,google,7927.0,1728.0,4.5873842592592595,8.978156076009824,1.720511245498614,0.10558849501703041,0.11744670114797527,0.09499180017661157,0.09625331146713763,0.11113914469534503,0.14721836760439005,0.15302131954080989,0.11151759808250283,0.0628232622681973,0.19954585593541063,0.5496026239434842,0.25085152012110506,1.0,0.4976662041125268,0.5023337958874732,,106.0,1,,1,-1.3230627789478595,-1.1817631336155423,-0.7623806944207124,-1.381237752907734,1.53974271508311,-0.18009095041983875,0,0,0,0,0,0 +141,US_AR_05131,05131,Sebastian County,AR,Arkansas,35.594167,-94.258056,google,127786.0,1414.0,90.37199434229137,11.758120094311845,4.5149390238741205,0.13297231308594057,0.13295666191914607,0.1368694536177672,0.12556931119214937,0.12236082199928004,0.13223670824659978,0.11210148216549544,0.06759738938537868,0.03733585838824284,0.23933764262125742,0.5996783685223733,0.16098398885636925,1.0,0.5112453633418371,0.4887546366581629,,106.0,1,,1,0.7738631091023656,0.7683624147532744,0.5458546934094781,0.26746903927583354,-0.5844681365698802,0.4843751614112201,0,0,0,0,0,0 +142,US_AR_05133,05133,Sevier County,AR,Arkansas,34.0,-94.25,google,17103.0,1506.0,11.356573705179283,9.747067633264827,2.514188205281388,0.16114132023621586,0.15184470560720342,0.1293340349646261,0.11804946500613928,0.12348710752499562,0.11892650412208385,0.10150266035198503,0.060457229725779105,0.03525697246097176,0.2826170847219786,0.570917382915278,0.14646553236274337,1.0,0.4981582178565164,0.5018417821434836,,106.0,1,,1,-0.7430730598673091,-0.6278859755077569,1.9687537999190594,-0.679465104571175,-0.9276428338046497,-0.1560153464803436,0,0,0,0,0,0 +143,US_AR_05135,05135,Sharp County,AR,Arkansas,36.155833,-91.505,google,17147.0,1570.0,10.921656050955415,9.749636827717868,2.4783565824365423,0.10479967341225871,0.12147897591415407,0.09727649151455064,0.09214439843704438,0.1127894092261037,0.13745844754184405,0.15098851110981512,0.11932116405202076,0.06374292879220855,0.20198285414358197,0.5394587974572812,0.2585583483991369,1.0,0.5046363795416108,0.4953636204583892,,106.0,1,,1,-0.7411351173887196,-0.6528915110560297,-0.6822594542969941,-1.7152157250213051,1.7219100454818397,0.16097916209102514,0,0,0,0,0,0 +144,US_AR_05137,05137,Stone County,AR,Arkansas,35.879444,-92.147222,google,12520.0,1578.0,7.934093789607098,9.435162513668947,2.1898747209280014,0.10079872204472844,0.11389776357827476,0.09416932907348242,0.09361022364217253,0.0994408945686901,0.14528753993610224,0.16222044728434504,0.12579872204472844,0.06477635782747604,0.19191693290734826,0.5363977635782747,0.271685303514377,1.0,0.5077476038338659,0.4922523961661342,,106.0,1,,1,-0.9783429826397212,-0.854212100810489,-1.0131969534426704,-1.815997997753593,2.032193638594146,0.31322003898175654,0,0,0,0,0,0 +145,US_AR_05139,05139,Union County,AR,Arkansas,33.187222,-92.591389,google,39460.0,2733.0,14.438346139773143,10.583068121374101,2.7368544235597096,0.13373035985808412,0.1283071464774455,0.11758743030917385,0.11905727318803852,0.1183476938672073,0.13730359858084135,0.12800304105423213,0.0749113025848961,0.042752154080081095,0.23637607704004054,0.5819589457678661,0.18166497719209326,1.0,0.5119868220983275,0.4880131779016726,,106.0,1,,1,-0.11247818367545884,-0.47249563606743944,0.4484872409923221,-0.315929827672701,-0.09562885026256414,0.5206568051189399,0,0,0,0,0,0 +146,US_AR_05141,05141,Van Buren County,AR,Arkansas,35.600278,-92.491111,google,16552.0,1876.0,8.823027718550106,9.714322633260165,2.2847293964896376,0.10167955534074433,0.11654180763653939,0.08494441759304011,0.10035041082648623,0.11146689221846302,0.1458434026099565,0.152851619139681,0.11787095215079749,0.06845094248429193,0.1949130014499758,0.5423392943450942,0.26274770420492993,1.0,0.5053165780570323,0.4946834219429676,,106.0,1,,1,-0.7677726019340149,-0.7880166071833408,-0.9146951464548404,-1.6203774989751758,1.8209344087736916,0.19426317144558503,0,0,0,0,0,0 +147,US_AR_05143,05143,Washington County,AR,Arkansas,36.0025,-94.227222,google,232732.0,2476.0,93.9951534733441,12.35764715272957,4.553825874229115,0.13716635443342556,0.14875908770603097,0.18748603543990514,0.1420303181341629,0.11643435367719093,0.10734235085849819,0.08569083752986267,0.04906072220408023,0.026029940016843407,0.2561736245982504,0.6258902944158947,0.11793608098585498,1.0,0.4999785160613925,0.5000214839386075,,106.0,1,,1,1.2260861598706956,0.7955000781274032,1.0993716185242661,1.1304772804968726,-1.6019972903432063,-0.06694308139074098,0,0,0,0,0,0 +148,US_AR_05145,05145,White County,AR,Arkansas,35.255833,-91.734722,google,78844.0,2700.0,29.20148148148148,11.275239178839687,3.407890978855828,0.1271244482776115,0.14290244026178275,0.14604789203997767,0.11832225660798538,0.11936228501851757,0.13086601390086752,0.10596874841459084,0.07152097813403684,0.0378849373446299,0.24144640048703767,0.5961633098270002,0.16239028968596214,1.0,0.5120871594541119,0.48791284054588807,,106.0,1,,1,0.40962620321700527,-0.004204581813355118,0.6151843690573479,0.15173833582407045,-0.5512272158405707,0.5255665916192386,0,0,0,0,0,0 +149,US_AR_05147,05147,Woodruff County,AR,Arkansas,35.195,-91.221389,google,6575.0,594.0,11.06902356902357,8.791181936736017,2.490642134490227,0.1203041825095057,0.11619771863117871,0.10996197718631179,0.09642585551330798,0.1155893536121673,0.1429657794676806,0.14813688212927756,0.09718631178707224,0.053231939163498096,0.21326235741444868,0.5622509505703422,0.22448669201520913,1.0,0.5203041825095057,0.4796958174904943,,106.0,1,,1,-1.4640973068978398,-0.6443178885344151,-0.31142299368280546,-0.9648009690950692,0.9165537482077492,0.9276484339661916,0,0,0,0,0,0 +150,US_CA_06001,06001,Alameda County,CA,California,37.65,-121.91,google,1660196.0,2127.0,780.5340855665256,14.322446827990236,6.661258764478571,0.11712111100135164,0.11391486306436108,0.1443088647364528,0.1627560842213811,0.1395660512373238,0.1303593069733935,0.10350223708525981,0.055142886743492936,0.03332859493698334,0.20825300145284054,0.6515243983240533,0.14022260022310618,1.0,0.5082568564193626,0.4917431435806375,,997.5,1,,1,2.7081338686763843,2.266197854806871,-0.476115692478983,1.9744611609230387,-1.0752078554595208,0.3381391874879861,0,0,0,0,0,0 +151,US_CA_06003,06003,Alpine County,CA,California,38.58,-119.8,google,1111.0,1925.0,0.5771428571428572,7.013915474810528,0.45561489179363596,0.08280828082808281,0.1269126912691269,0.11341134113411341,0.081008100810081,0.10981098109810981,0.1701170117011701,0.1845184518451845,0.08640864086408641,0.045004500450045004,0.18433843384338436,0.591989198919892,0.22367236723672368,1.0,0.45454545454545453,0.5454545454545454,,997.5,1,,1,-2.8046887783843246,-2.064486499911527,-1.2623554227617158,0.014308826552669159,0.8973054445447388,-2.29010942212522,0,0,0,0,0,0 +152,US_CA_06005,06005,Amador County,CA,California,38.44,-120.66,google,38529.0,1566.0,24.603448275862068,10.559192437620203,3.2427270406903808,0.08167873549793662,0.08650626800591762,0.09592774273923538,0.1111111111111111,0.11990967842404422,0.15448104025539205,0.17607516416205976,0.11806691063873966,0.0562433491655636,0.1508837499026707,0.5867684082119962,0.2623478418853331,1.0,0.46160035298087154,0.5383996470191285,,997.5,1,,1,-0.13048760359199038,-0.11946625290685106,-2.3622457535339945,-0.15758183973820167,1.8114828096644144,-1.9448935767563709,0,0,0,0,0,0 +153,US_CA_06007,06007,Butte County,CA,California,39.66,-121.6,google,228696.0,4344.0,52.646408839779006,12.340153262303497,3.982414530019545,0.11044793087767167,0.12415608493371112,0.18143299401826005,0.11613670549550495,0.102183684891734,0.11820058068352748,0.12718630846188828,0.07495539930737748,0.04530031133032497,0.20977279882464056,0.6063783363067128,0.1838488648686466,0.9999999999999999,0.5061566446286774,0.4938433553713226,,997.5,1,,1,1.212890524432381,0.39673369397034225,-0.42614928308356637,0.48806051497619557,-0.04400800526950489,0.23536997040964555,0,0,0,0,0,0 +154,US_CA_06009,06009,Calaveras County,CA,California,38.21,-120.55,google,45681.0,2685.0,17.013407821229052,10.729459626208579,2.891116359568691,0.08690702918062214,0.10087344847967426,0.09148223550272543,0.09737089818524113,0.09925351896849893,0.15704559882664565,0.18880935180928612,0.12339922506074735,0.054858693986558967,0.16760578796436154,0.559731617083689,0.2726625949519494,1.0,0.5017184387382062,0.49828156126179374,,997.5,1,,1,-0.0020551227088129345,-0.3648420603050225,-1.8124749648619605,-1.0477481577220313,2.055294006966382,0.01819618507088528,0,0,0,0,0,0 +155,US_CA_06011,06011,Colusa County,CA,California,39.18,-122.24,google,21579.0,2995.0,7.205008347245409,9.979522238812125,2.104744741877967,0.15158255711571436,0.15366791788312711,0.13174845915009964,0.12864358867417397,0.11520459706195839,0.11849483293943186,0.10547291348069883,0.061541313313869965,0.0336438203809259,0.274516891422216,0.5775615181426387,0.14792159043514527,1.0,0.48996709764122526,0.5100329023587747,,997.5,1,,1,-0.5677326320921476,-0.913621096227105,1.7024435784988297,-0.4607118744463921,-0.8932257944745982,-0.556829690659129,0,0,0,0,0,0 +156,US_CA_06013,06013,Contra Costa County,CA,California,37.93,-121.95,google,1145535.0,2078.0,551.2680461982676,13.951383207706172,6.314033519354859,0.12018663768457533,0.1314180710323124,0.1225767872653389,0.13206231149637507,0.13731051430117805,0.14124753935933865,0.11276739689315472,0.06519486528128779,0.03723587668643909,0.22532109451042526,0.6158644650752706,0.15881444041430423,1.0,0.5112327427795746,0.4887672572204254,,997.5,1,,1,2.4282407094970995,2.0238824774711874,0.08503235339786064,0.8003842769845722,-0.6357500431602057,0.48375760212098295,0,0,0,0,0,0 +157,US_CA_06015,06015,Del Norte County,CA,California,41.74,-123.96,google,27351.0,3185.0,8.587441130298274,10.216544931319138,2.260454026418802,0.12010529779532741,0.11685130342583452,0.12321304522686556,0.14346824613359657,0.11396292640122847,0.13571715842199553,0.13494936199773316,0.07433000621549486,0.03740265438192388,0.21358634053599504,0.6072063178677197,0.17920734159628532,1.0,0.460933786698841,0.539066213301159,,997.5,1,,1,-0.38894649791876396,-0.8049574706179164,-0.30077139394407376,0.515321194471122,-0.15372031142271336,-1.977510522932428,0,0,0,0,0,0 +158,US_CA_06017,06017,El Dorado County,CA,California,38.78,-120.53,google,188679.0,4631.0,40.74260418916001,12.147807737398198,3.7315222904349854,0.10009063011781916,0.12175705828417577,0.10262403341124343,0.10701243911617085,0.11920245496319146,0.16185691041398353,0.15591030268339348,0.08813381457395894,0.043412356436063365,0.19749627674515977,0.5930024009031212,0.20950132235171906,1.0,0.5018417523942781,0.49815824760572186,,997.5,1,,1,1.0678043621766247,0.22164548088875402,-0.8297647515382138,0.04766775123070688,0.5623425619513388,0.02423026598871501,0,0,0,0,0,0 +159,US_CA_06019,06019,Fresno County,CA,California,36.75,-119.65,google,985238.0,15585.0,63.21706769329484,13.800639530315909,4.162269027284036,0.160985467470804,0.15190441294387752,0.15455859396409802,0.13812703123509243,0.11486564667623457,0.11142383870699263,0.08894703614761103,0.04954843398244891,0.029639538872840876,0.282508997825906,0.5938295112449987,0.1236614909290953,1.0,0.5012281296498917,0.4987718703501083,,997.5,1,,1,2.3145348062917033,0.5222473511200034,1.9652002248177631,0.07489974648123132,-1.4666650100364766,-0.00579600531484504,0,0,0,0,0,0 +160,US_CA_06021,06021,Glenn County,CA,California,39.59,-122.39,google,27926.0,3437.0,8.125109106779169,10.2373492417846,2.211029856304378,0.14771180978299792,0.1463152617632314,0.1314545584759722,0.1217861491083578,0.10825037599369763,0.12669197163933252,0.11276230036525102,0.06692687817804197,0.038100694693117526,0.26476401919358306,0.573827257752632,0.161408723053785,1.0,0.4924085082002435,0.5075914917997565,,997.5,1,,1,-0.3732538138009652,-0.8394487312591543,1.3817981980032081,-0.5836596313007478,-0.5744286375592657,-0.4373646667839693,0,0,0,0,0,0 +161,US_CA_06023,06023,Humboldt County,CA,California,40.8,-123.8,google,136507.0,10495.0,13.006860409718914,11.824138499948374,2.639547238855764,0.1072765499205169,0.11888767608987084,0.16525892445076076,0.1324181177522032,0.11288065813474767,0.12052129194839825,0.1348722043558206,0.07094874255532684,0.036935834792354974,0.2023866907924136,0.6222926296819944,0.1753206795255921,1.0,0.501952280835415,0.49804771916458496,,997.5,1,,1,0.8236607694158228,-0.5404026431475517,-0.6689825085022433,1.012026834424397,-0.24558986242833122,0.02963873070208714,0,0,0,0,0,0 +162,US_CA_06025,06025,Imperial County,CA,California,33.04,-115.35,google,181649.0,11608.0,15.648604410751206,12.109837037649347,2.812326393739328,0.16389300243876928,0.15145693067399216,0.1529708393660301,0.1341598357271441,0.1138789643763522,0.10938678440288689,0.08841226761501578,0.05240326123457877,0.03343811416523075,0.285058546977963,0.5848939438147196,0.13004750920731742,1.0,0.48662530484615935,0.5133746951538406,,997.5,1,,1,1.0391630766180515,-0.41982660007662076,2.049021804634379,-0.21929719134176062,-1.3157178421934805,-0.7203529270823074,0,0,0,0,0,0 +163,US_CA_06027,06027,Inyo County,CA,California,36.583333,-117.416667,google,17868.0,26488.0,0.6745696164300815,9.790822646878661,0.5155561868460242,0.1166330870830535,0.10868591896127154,0.09704499664204164,0.11719274680993956,0.10706290575330199,0.14355271994627267,0.1542422207297963,0.09295948063577344,0.06262592343854936,0.20358182225207075,0.5637116633087083,0.23270651443922094,1.0,0.4956906201029774,0.5043093798970226,,997.5,1,,1,-0.7100686683806594,-2.022655735205942,-0.629690146966018,-0.9167080843376775,1.1108467898215235,-0.2767617827779632,0,0,0,0,0,0 +164,US_CA_06029,06029,Kern County,CA,California,35.34,-118.72,google,887356.0,21138.0,41.979184407228686,13.696002660588833,3.7607159149344715,0.16305969644652202,0.15529392938121792,0.15721762178877474,0.14012414408647714,0.11682909677739262,0.11284760569602278,0.08486334684162838,0.04652360495674791,0.023240954025216486,0.28729483995149635,0.600508927645725,0.1121962324027786,1.0,0.48758784523911486,0.5124121547608852,,997.5,1,,1,2.2356072520029753,0.24201860823399882,2.1225444546382524,0.29481458310140274,-1.7376708587101646,-0.6732531426562598,0,0,0,0,0,0 +165,US_CA_06031,06031,Kings County,CA,California,36.07,-119.81,google,149665.0,3604.0,41.52746947835738,11.916161423703377,3.750150207809435,0.1563224534794374,0.14332008151538436,0.17339391307252866,0.15244045033909065,0.12290114589249324,0.10838205325226338,0.0759763471753583,0.04250826846624127,0.024755286807202754,0.2709785186917449,0.623769752447132,0.10525172886112318,1.0,0.4516754084121204,0.5483245915878796,,997.5,1,,1,0.8930736286634758,0.2346452004971583,1.5861124255932944,1.0606600071560504,-1.90181901739354,-2.430548779436531,0,0,0,0,0,0 +166,US_CA_06037,06037,Los Angeles County,CA,California,34.05,-118.25,google,10103711.0,12308.0,820.9059961000975,16.128413439043285,6.711626028541029,0.12162590557073534,0.1239419852764989,0.15598239102444636,0.14692166076404997,0.13482115630583655,0.12959396799849085,0.09825092978213648,0.05430697691175054,0.03455502636605501,0.22077949379193448,0.6412330380391917,0.1379874681688738,1.0,0.5070146998464228,0.4929853001535772,3.0,3.0,0,,1,4.0703738526257185,2.3013472650760236,-0.06428194666692952,1.635625747787463,-1.1280399706590727,0.277357003969204,0,0,0,0,0,0 +167,US_CA_06039,06039,Madera County,CA,California,37.22,-119.77,google,155423.0,5577.0,27.86856733010579,11.953912145145472,3.3627533675770462,0.15369668581870122,0.14836928897267457,0.14248212941456542,0.13210400005147244,0.11832225603675131,0.11419802731899398,0.10095674385386977,0.05993964857196168,0.02993121996100963,0.2723921169968409,0.5872586425432529,0.14034924045990618,0.9999999999999999,0.5179992665178256,0.4820007334821744,,997.5,1,,1,0.9215489846620946,-0.03570441502724627,1.6325873260923254,-0.1414412375664015,-1.0722144432506775,0.8148624697377772,0,0,0,0,0,0 +168,US_CA_06041,06041,Marin County,CA,California,38.04,-122.74,google,259749.0,2145.0,121.0951048951049,12.467474908961474,4.804800289363814,0.10240270414900539,0.12001586146626166,0.08559416975618771,0.10097440221136558,0.14319978132735833,0.1568514219496514,0.14430854401749382,0.09357880107334388,0.05307431404933224,0.19841539332201472,0.5827772195465623,0.21880738713142303,1.0,0.511547686420352,0.488452313579648,,997.5,1,,1,1.308929198037001,0.970645638420116,-0.7995469369706997,-0.28898876971845155,0.7823112593555134,0.4991686723425861,0,0,0,0,0,0 +169,US_CA_06045,06045,Mendocino County,CA,California,39.43,-123.43,google,87576.0,10044.0,8.719235364396654,11.380273685372714,2.274106949163663,0.1193363478578606,0.11706403580889742,0.10768932127523523,0.1191308120946378,0.11583082122956061,0.12945327486982736,0.15700648579519502,0.09028729332237143,0.044201607746414545,0.21298757650497852,0.574020279528638,0.2129921439663835,1.0,0.5044532748698274,0.49554672513017267,,997.5,1,,1,0.4888536948095804,-0.7954296117622701,-0.3204569712849446,-0.5773045323238555,0.6448555791745544,0.1520193401121061,0,0,0,0,0,0 +170,US_CA_06047,06047,Merced County,CA,California,37.19,-120.71,google,271096.0,5107.0,53.083219111024086,12.510231969398232,3.9905239549451212,0.16268037890636527,0.17128249771298729,0.15266547643639153,0.1321745802225042,0.11545725499454068,0.10911263906512822,0.08278617168825804,0.04732640835718712,0.026514592616637647,0.2997063770767551,0.585059536105291,0.11523408681795379,1.0,0.4955587688494113,0.5044412311505887,,997.5,1,,1,1.3411808337907358,0.40239295518021273,2.5305988155249177,-0.21384518785196172,-1.6658646877422827,-0.2832136321390042,0,0,0,0,0,0 +171,US_CA_06051,06051,Mono County,CA,California,37.916667,-118.866667,google,14354.0,8111.0,1.7696954752804832,9.571853592555165,1.0187373774339157,0.10039013515396406,0.10631182945520412,0.1440016720078027,0.1494356973665877,0.12393757837536575,0.1508987041939529,0.13585063396962518,0.06311829455204124,0.026055454925456318,0.18543959871812737,0.6574613348195626,0.15709906646231014,1.0000000000000002,0.4695555245924481,0.5304444754075519,,997.5,1,,1,-0.8752369495777909,-1.6715045969236968,-1.2261524025669275,2.1699303967221852,-0.6762965666063054,-1.5556248554438241,0,0,0,0,0,0 +172,US_CA_06053,06053,Monterey County,CA,California,36.24,-121.31,google,434534.0,9767.0,44.490017405549295,12.98203177280245,3.8174929042054777,0.14882149613148798,0.14306820640041976,0.14463770383905517,0.14011101547865068,0.12228041994412404,0.11608067492992494,0.09791178595921148,0.05325244975076749,0.033836247566358446,0.2632760612518238,0.6006793484514446,0.13604459029673166,1.0,0.4898442929667184,0.5101557070332816,,997.5,1,,1,1.697059260713537,0.28164112351017384,1.3328785742029325,0.3004255618752976,-1.1739640346826306,-0.5628388656902406,0,0,0,0,0,0 +173,US_CA_06055,06055,Napa County,CA,California,38.5,-122.32,google,139878.0,2042.0,68.50048971596475,11.848533042166913,4.241333798818796,0.10794406554283018,0.12598836128626376,0.12300004289452236,0.12507327814238123,0.12900527602625145,0.13682637727162242,0.12574529232616996,0.07781066357826105,0.04860664293169762,0.20873475457184118,0.6019752927551152,0.18928995267304366,1.0,0.5017443772430261,0.49825562275697394,,997.5,1,,1,0.842061564091012,0.577423667408812,-0.46027708529479294,0.34309356798726554,0.08460371462796117,0.019465428413079522,0,0,0,0,0,0 +174,US_CA_06057,06057,Nevada County,CA,California,39.3,-120.77,google,99367.0,2524.0,39.3688589540412,11.50658540922403,3.698058669764905,0.08982861513379693,0.10049614056980688,0.09059345658015236,0.10851691205329737,0.10637334326285386,0.14592369700202282,0.18830195135205854,0.11359908219026438,0.05636680185574688,0.17022552758964243,0.565657612688317,0.2641168597220405,1.0,0.508408224058289,0.49159177594171105,,997.5,1,,1,0.5841305839938706,0.1982924845742157,-1.7263457314160928,-0.8526391426497096,1.8532973207855865,0.3455460279849583,0,0,0,0,0,0 +175,US_CA_06059,06059,Orange County,CA,California,33.67,-117.78,google,3174289.0,2455.0,1292.9894093686355,14.970594543254547,7.165485290613625,0.11951148745435591,0.12843474554459283,0.14381992313869343,0.1330915364039002,0.13611174029837864,0.13849243090342436,0.10294903835158047,0.06061105337289705,0.03697804453217713,0.22225928389003016,0.6286770990291054,0.1490636170808644,1.0,0.5063455154839399,0.49365448451606014,,997.5,1,,1,3.1970314639224116,2.6180784932654726,-0.01563085723047439,1.2222307578126337,-0.8662315579625579,0.24461194781894038,0,0,0,0,0,0 +176,US_CA_06061,06061,Placer County,CA,California,39.06,-120.73,google,385115.0,3892.0,98.95041109969168,12.861299866589881,4.604674173991394,0.11531880087765992,0.13035327110084,0.10593459096633473,0.12185191436324215,0.13144645106007297,0.13897407267958922,0.12451605364631343,0.08410215130545422,0.04750269400049336,0.21960141775833195,0.5865357101125638,0.1938628721291043,1.0,0.5120288744920348,0.4879711255079652,,997.5,1,,1,1.6059912260252969,0.8309851850336845,-0.10301357661059438,-0.16524325227013067,0.19269442320304847,0.5227145459604792,0,0,0,0,0,0 +177,US_CA_06063,06063,Plumas County,CA,California,40.01,-120.83,google,18660.0,6769.0,2.7566848869847838,9.834191063533472,1.3235368895008597,0.09158628081457663,0.10005359056806003,0.09030010718113612,0.09630225080385853,0.0917470525187567,0.14908896034297964,0.20171489817792068,0.12609860664523043,0.05310825294748124,0.17162915326902467,0.5483065380493033,0.28006430868167204,1.0,0.5019292604501607,0.4980707395498392,,997.5,1,,1,-0.6773558868451748,-1.4587965354694694,-1.6801987011374007,-1.4239104207823583,2.23024930399339,0.028512279084248165,0,0,0,0,0,0 +178,US_CA_06065,06065,Riverside County,CA,California,33.73,-115.98,google,2414964.0,18915.0,127.67454401268834,14.697195352210166,4.857286301819218,0.13618215426813815,0.1471852168396713,0.14214953100750155,0.1325452470513018,0.1252428607631418,0.12323082248845117,0.09667763163343222,0.0617458479712327,0.03504068797712927,0.25393032773987523,0.6009443204950466,0.14512535176507807,1.0,0.5018956804325033,0.4981043195674967,,997.5,1,,1,2.9908065496074707,1.0072736431276805,1.0256187016546523,0.3091495701092103,-0.9593208617717152,0.026869115218853986,0,0,0,0,0,0 +179,US_CA_06067,06067,Sacramento County,CA,California,38.45,-121.35,google,1527301.0,2578.0,592.4363847944143,14.239013338058106,6.385930021774785,0.13165250333758702,0.1292620118758516,0.14526998934722102,0.14587825189664644,0.12524381245085284,0.12828643469754816,0.10431800935113641,0.056312409930982826,0.033776577112173696,0.23506211283826828,0.622689895443007,0.14224799171872474,1.0,0.511366128877019,0.488633871122981,,997.5,1,,1,2.6452000163613025,2.0740563296252645,0.40528801295384015,1.0251065152956746,-1.0273334058859085,0.490284555671236,0,0,0,0,0,0 +180,US_CA_06069,06069,San Benito County,CA,California,36.61,-121.08,google,60164.0,3206.0,18.76606363069245,11.004846066872263,2.9839665091480643,0.13647696296788778,0.14999002725882588,0.1328867761452031,0.13601156837976197,0.12721893491124261,0.13471511202712586,0.10172195997606542,0.05209095139950801,0.028887706934379365,0.2564689847749485,0.6116913769031315,0.13183963832192008,1.0,0.49935177182368196,0.500648228176318,,997.5,1,,1,0.2056687732998835,-0.30004544961220164,1.1090821811175688,0.6629884405043445,-1.2733570467067568,-0.09761142393768886,0,0,0,0,0,0 +181,US_CA_06071,06071,San Bernardino County,CA,California,34.83,-116.19,google,2150945.0,52073.0,41.306339177692855,14.581418303332232,3.744936937180796,0.14567411068158415,0.1483175999386316,0.1582625311200426,0.13732568708172455,0.12426956523760486,0.1218836371920249,0.09176943157542383,0.04771112232065441,0.024786314852309102,0.26432819063248947,0.6172896564068352,0.11838215296067542,1.0,0.5021676518925402,0.49783234810745974,,997.5,1,,1,2.9034759620761683,0.23100705592883464,1.3674694534521992,0.8473076457386793,-1.5914534274352499,0.040177436855561105,0,0,0,0,0,0 +182,US_CA_06073,06073,San Diego County,CA,California,33.02,-116.77,google,3321237.0,11721.0,283.35781929869466,15.015848162952155,5.650233372227174,0.12374485771415891,0.12134966580222971,0.16367817171734508,0.14888518946404608,0.12553063813271984,0.12480530597485213,0.10073987493214125,0.05610469833980532,0.035161597922701696,0.2208245903559427,0.6375391759154797,0.14163623372857764,1.0,0.49651620766599913,0.5034837923340009,1992.0,1992.0,0,,1,3.231166253454635,1.5606414390224463,-0.0627993060061599,1.514008073922238,-1.0417936112901023,-0.23636348206483365,0,0,0,0,0,0 +183,US_CA_06075,06075,San Francisco County,CA,California,37.778333,-122.4425,google,878040.0,600.0,1463.4,13.685448568565706,7.289200881246082,0.08199512550681062,0.06797981868707575,0.17449888387772766,0.20403626258484808,0.13888319438749944,0.1225673090064234,0.10623092342034532,0.05924559245592456,0.04456289007334518,0.13637898045647123,0.7066970753040864,0.1569239442394424,1.0,0.48986834312787575,0.5101316568721243,,997.5,1,,1,2.227646304076146,2.7044149289003006,-2.8391193564120867,3.7909806764067686,-0.6804359540017979,-0.5616620242670507,0,0,0,0,0,0 +184,US_CA_06077,06077,San Joaquin County,CA,California,37.93,-121.27,google,743296.0,3694.0,201.2171088251218,13.518850974649812,5.309341916385307,0.1481119231100396,0.15328348329602204,0.141403962889616,0.13484802824177716,0.12423045462372997,0.12104464439469606,0.0942033859996556,0.05309594024453246,0.029778177199931116,0.27073870974685726,0.5992854798088514,0.12997581044429138,1.0,0.5015929051145169,0.498407094885483,,997.5,1,,1,2.101981797172747,1.3227461738800694,1.5782282219887402,0.2545334694504979,-1.3174125954411398,0.012053474949566935,0,0,0,0,0,0 +185,US_CA_06079,06079,San Luis Obispo County,CA,California,35.38,-120.45,google,282481.0,9364.0,30.166702263989748,12.551370110724472,3.439350289785978,0.0965020656256527,0.1257111097737547,0.16605010602483,0.11552635398486978,0.10486014988618704,0.12585271221781288,0.13759509489133784,0.08111696007873095,0.04678544751682414,0.19707095344465647,0.6062290915141195,0.196699955041224,1.0,0.4927658851391775,0.5072341148608225,,997.5,1,,1,1.3722113194248449,0.017749682474208037,-0.8437481144211137,0.4831467407464606,0.2597549313103717,-0.41987721700438335,0,0,0,0,0,0 +186,US_CA_06081,06081,San Mateo County,CA,California,37.44,-122.36,google,768901.0,1919.0,400.67795726941114,13.55271880213537,5.995650666246011,0.11504602022887211,0.111552722652201,0.1269097061910441,0.15060066250401546,0.1397904281565507,0.13792802974635227,0.11173870238171103,0.0643632925435134,0.04207043559573989,0.20428819835063294,0.6334087223192583,0.16230307933010882,1.0,0.5058661648248605,0.4941338351751396,,997.5,1,,1,2.127528287616124,1.8016951156023964,-0.6064666054710798,1.3780159492687336,-0.5532886186817638,0.22115598392136163,0,0,0,0,0,0 +187,US_CA_06083,06083,Santa Barbara County,CA,California,34.54,-120.03,google,445298.0,9814.0,45.3737517831669,13.0065012456302,3.8367336048385052,0.12629969144258452,0.1421115747207488,0.18573404776127447,0.12058666331310718,0.10761557428957687,0.11429200220975616,0.10055737955256928,0.060725626434432675,0.04207744027595004,0.23998895121918357,0.6069292922941492,0.15308175648666736,1.0,0.4995104401995967,0.5004895598004033,,997.5,1,,1,1.7155165755210828,0.2950684813983765,0.5672677795554216,0.5062003326927255,-0.771254259608637,-0.0898473380297018,0,0,0,0,0,0 +188,US_CA_06085,06085,Santa Clara County,CA,California,37.36,-121.97,google,1932510.0,3377.0,572.2564406277761,14.474330751536181,6.351333156961032,0.12264671334171622,0.1225799607763996,0.14280495314383884,0.15462636674583832,0.14150922893025134,0.13135352469068723,0.09462615976113965,0.05500514874437907,0.03484794386574972,0.2207106819628359,0.6421231455464654,0.13716617249069862,0.9999999999999999,0.4943793305079922,0.5056206694920078,,997.5,1,,1,2.8226998591587593,2.049912485046829,-0.06654427458497013,1.6649318780378837,-1.1474530464100476,-0.34092683776779054,0,0,0,0,0,0 +189,US_CA_06087,06087,Santa Cruz County,CA,California,37.03,-122.01,google,274856.0,1573.0,174.7336300063573,12.524006241401821,5.1689693827188234,0.10589908897750094,0.13704266961608988,0.1662033937771051,0.11627543149867567,0.11872762464708793,0.13046104141805162,0.1283035480397008,0.0638879995343016,0.03319920249148645,0.21553322467037286,0.6232277992839886,0.16123897604563844,0.9999999999999999,0.5043950286695579,0.4956049713304421,,997.5,1,,1,1.3515707623521183,1.224785487148202,-0.23676364428692825,1.0428166007597242,-0.5784409702857356,0.1491691911766349,0,0,0,0,0,0 +190,US_CA_06089,06089,Shasta County,CA,California,40.76,-122.04,google,179384.0,9956.0,18.017677782241865,12.097289613071018,2.9453689561953995,0.11906301565357,0.1183550372385497,0.12279801989029122,0.12083574900771529,0.10587343352807385,0.1372586183829104,0.14027449493823307,0.08866454087321055,0.04687709048744593,0.21374704544440978,0.5805740757258172,0.205678878829773,1.0,0.508518039513,0.49148196048699994,,997.5,1,,1,1.029698558641043,-0.32698122326145546,-0.29548789537071224,-0.36152564784109725,0.4719909533683772,0.3509196042851227,0,0,0,0,0,0 +191,US_CA_06093,06093,Siskiyou County,CA,California,41.583333,-122.5,google,43622.0,16440.0,2.6534063260340632,10.683339813181595,1.2956599724060165,0.11287882261244327,0.11251203521159048,0.10015588464536243,0.10490119664389529,0.10084361102196139,0.13390032552381825,0.17626427032231443,0.10726239053688506,0.051281463481729406,0.20288845078171563,0.5504355600385127,0.24667598917977168,1.0,0.5025445875934161,0.4974554124065838,,997.5,1,,1,-0.03684328156685001,-1.478250782473848,-0.6524861350323957,-1.353813949050663,1.441045131960854,0.058621951375335914,0,0,0,0,0,0 +192,US_CA_06095,06095,Solano County,CA,California,38.27,-121.94,google,443511.0,2348.0,188.8888415672913,13.002480137862905,5.246438856572565,0.12328442812015937,0.12276583895326158,0.14184315608857503,0.13736525136918815,0.12040738561163082,0.13762229121712877,0.11854497408181533,0.06396233689807017,0.034204337660170774,0.22149709928276862,0.6210637391180827,0.1574391615991486,0.9999999999999999,0.502109305067969,0.497890694932031,,997.5,1,,1,1.71248345533666,1.2788485054698624,-0.04068921621171777,0.9715665230179497,-0.6682576923866665,0.03732236409252765,0,0,0,0,0,0 +193,US_CA_06097,06097,Sonoma County,CA,California,38.51,-122.93,google,502469.0,4580.0,109.7093886462882,13.127291215640625,4.706908647737875,0.10551098674744114,0.11698234119915855,0.12378077055499942,0.1294627131226006,0.12178462750935878,0.14075495204679295,0.139523035251926,0.07903572160670609,0.0431648519610165,0.199096859706768,0.6089410490995465,0.19196209119368557,1.0,0.5112355190071427,0.4887644809928573,,997.5,1,,1,1.8066284077117654,0.9023307609400887,-0.7771423526480753,0.5724359351220579,0.14776541010111652,0.48389345067438405,0,0,0,0,0,0 +194,US_CA_06099,06099,Stanislaus County,CA,California,37.56,-120.99,google,544717.0,3923.0,138.8521539638032,13.208023508539005,4.940585821487194,0.14941336510518305,0.14949781262563863,0.14430061848629655,0.13570532955644857,0.12058922339490047,0.12060941736718332,0.09509157966430275,0.05397848791207177,0.030814165887974858,0.269011615205694,0.598649941162108,0.13233844363219802,1.0,0.5050310528219241,0.49496894717807594,,997.5,1,,1,1.8675247480477342,1.0654052301124783,1.521446499300179,0.23360883033843782,-1.261566718898227,0.18029162581464978,0,0,0,0,0,0 +195,US_CA_06101,06101,Sutter County,CA,California,39.04,-121.69,google,96204.0,1576.0,61.04314720812183,11.474236610355117,4.127830065714813,0.14152218202985323,0.14361149224564468,0.13735395617645835,0.12909026651698474,0.11639848654941583,0.125005197289094,0.10227225479190054,0.06405139079456156,0.040694773606087066,0.25641137582636897,0.5877063323770321,0.1558822917965989,1.0,0.5023387800923038,0.49766121990769613,,997.5,1,,1,0.559729896305479,0.498213701248946,1.1071881705323583,-0.12670138145541623,-0.7050576320605926,0.04855121667516437,0,0,0,0,0,0 +196,US_CA_06103,06103,Tehama County,CA,California,40.13,-122.23,google,63847.0,7672.0,8.322080291970803,11.064260537555844,2.232385811083463,0.13067176218146506,0.13075007439660438,0.11717073629144674,0.11355271195201028,0.10908891568906919,0.1399282660109324,0.1282597459551741,0.08525067740066096,0.04532711012263693,0.2352718216987486,0.5700205178003664,0.19470766050088492,1.0,0.5040017541936191,0.49599824580638086,,997.5,1,,1,0.25048508778488177,-0.8245452174353999,0.4121826154653552,-0.7089937240467731,0.2126627988937115,0.1299251748501043,0,0,0,0,0,0 +197,US_CA_06107,06107,Tulare County,CA,California,36.23,-118.8,google,462308.0,12533.0,36.88725763983085,13.043988777664822,3.6346148455262686,0.17125595923064277,0.16835745866392102,0.1458875900914542,0.13463102520397657,0.11555499796672349,0.1068897791083001,0.08340327227735622,0.04781444405028682,0.02620547340733883,0.30594192616177956,0.5783365202419166,0.11572155359630376,0.9999999999999999,0.4997945092881802,0.5002054907118199,,997.5,1,,1,1.7437934078415684,0.15401743710603238,2.735605090814452,-0.43519550447962896,-1.6543423703288782,-0.0759470457071059,0,0,0,0,0,0 +198,US_CA_06109,06109,Tuolumne County,CA,California,38.02,-119.94,google,53976.0,5891.0,9.162451196740792,10.896313308888274,2.318699672573669,0.08950274195938936,0.09463465243812065,0.11282792352156513,0.11408774270045946,0.10508374092189121,0.1395435008151771,0.1726508077664147,0.1134763598636431,0.05819253001333926,0.16521046390988586,0.5767952423299244,0.25799429376018973,1.0,0.48121387283236994,0.5187861271676301,,997.5,1,,1,0.12380255185967835,-0.764310035201322,-1.8912260829790204,-0.4859409378928217,1.7085774105678226,-0.9851493794193197,0,0,0,0,0,0 +199,US_CA_06111,06111,Ventura County,CA,California,34.36,-119.15,google,849044.0,5719.0,148.46022031823745,13.651867467422415,5.007030272596049,0.12403008560215961,0.13435463886441693,0.13794220323092796,0.12723957768973104,0.12691686178808165,0.13830378637620666,0.11030405962470732,0.06318282680285121,0.037725960020917645,0.23151379669369318,0.6124253866701843,0.1560608166361225,1.0,0.5050162300187034,0.4949837699812966,,997.5,1,,1,2.2023160912125963,1.1117743016832051,0.2886299502186623,0.6871551683013244,-0.7008378165602812,0.1795663047357727,0,0,0,0,0,0 +200,US_CA_06113,06113,Yolo County,CA,California,38.553889,-121.738056,google,218477.0,2649.0,82.47527368818422,12.2944406019497,4.4245504645087905,0.11499608654457906,0.1576641934848977,0.2163294076722035,0.12457146518855532,0.10838211802615379,0.10813952956146414,0.08960668628734375,0.05000984085281288,0.030300672381989868,0.24112744133249725,0.6337587022890282,0.1251138563784746,1.0,0.5149146134375701,0.4850853865624299,,997.5,1,,1,1.1784094806935232,0.7052836548502175,0.6046979423850168,1.3895387804945152,-1.432335253730508,0.6639217963151571,0,0,0,0,0,0 +201,US_CA_06115,06115,Yuba County,CA,California,39.27,-121.35,google,76578.0,1667.0,45.9376124775045,11.246078166706276,3.8488193258464785,0.15958891587662252,0.1410065554075583,0.15406513620099768,0.1441928491211575,0.10820340045443862,0.11451069497766983,0.1006033064326569,0.052691373501527854,0.025137768027370784,0.2723941602026692,0.5994750450521037,0.1281307947452271,1.0,0.4936535297343885,0.5063464702656115,,997.5,1,,1,0.3876300619498082,0.30350264938457067,1.6326545006122912,0.26077476464721017,-1.3610234781956365,-0.3764422927275851,0,0,0,0,0,0 +202,US_CO_08001,08001,Adams County,CO,Colorado,39.87,-104.35,google,503590.0,3102.0,162.34364925854288,13.129519709666186,5.095856259167907,0.14863281637840306,0.1450167795230247,0.142760976190949,0.16098016243372584,0.13375762028634405,0.11874540797076988,0.08652475227863937,0.042353899005143074,0.02122758593300105,0.26464623999682285,0.6285098989257134,0.10684386107746381,1.0,0.4951607458448341,0.504839254155166,,1629.0,1,,1,1.808309359976902,1.1737626010814974,1.3779259689332148,1.216725818276849,-1.8641855753303083,-0.302690007207931,0,0,0,0,0,0 +203,US_CO_08003,08003,Alamosa County,CO,Colorado,37.57,-105.78,google,16108.0,1874.0,8.595517609391676,9.687133400997965,2.2612960737463506,0.1414824931710951,0.15240874099826174,0.18723615594735535,0.12335485473056866,0.09560466848770797,0.11398063074248821,0.10032282095852993,0.057114477278371,0.028495157685622052,0.2634094859697045,0.6008194685870375,0.13577104544325802,1.0,0.49851005711447727,0.5014899428855227,,1629.0,1,,1,-0.7882814303330393,-0.8043698376080046,1.3372651813920202,0.3050389135332012,-1.1804298509567062,-0.1387988708665851,0,0,0,0,0,0 +204,US_CO_08005,08005,Arapahoe County,CO,Colorado,39.64,-104.33,google,644478.0,2086.0,308.95397890699905,13.376197517432546,5.736423831319924,0.12894621693835942,0.13046217248688086,0.13905362169073265,0.1526491206837161,0.13578586080517877,0.1278274820862776,0.10506332256492852,0.052395892489735876,0.027816310254190214,0.2333159549278641,0.6339401810457456,0.13274386402639035,1.0,0.5052181765708061,0.49478182342919386,,1629.0,1,,1,1.99437834421818,1.6207905033865726,0.3478795434833586,1.395513834112851,-1.2519837428366298,0.1894481124388398,0,0,0,0,0,0 +205,US_CO_08007,08007,Archuleta County,CO,Colorado,37.19,-107.05,google,13295.0,3511.0,3.786670464255198,9.49521851709523,1.5658350683197313,0.09996239187664535,0.10161714930424971,0.08356525009402031,0.10635577284693494,0.10703271906731854,0.15178638585934562,0.20263256863482512,0.10913877397517864,0.03790898834148176,0.18125611132004515,0.5703798420458819,0.24836404663407297,1.0,0.49770590447536667,0.5022940955246333,,1629.0,1,,1,-0.9330427602309707,-1.289705792636744,-1.3636930036442712,-0.697163239464677,1.4809459716988158,-0.17814830100473103,0,0,0,0,0,0 +206,US_CO_08009,08009,Baca County,CO,Colorado,37.32,-102.56,google,3554.0,6623.0,0.5366148271176204,8.176110342237342,0.4295818327069521,0.12408553742262239,0.11029825548677546,0.10129431626336523,0.1072031513787282,0.09088351153629713,0.1344963421496905,0.14518851997749016,0.10185706246482837,0.08469330332020258,0.2123241418120428,0.5285312324141812,0.259144625773776,1.0,0.498030388294879,0.501969611705121,,1629.0,1,,1,-1.9280455958028075,-2.08265398808925,-0.34226872730547736,-2.0749977084964346,1.735767962170553,-0.16227040324519484,0,0,0,0,0,0 +207,US_CO_08013,08013,Boulder County,CO,Colorado,40.09,-105.36,google,322441.0,1946.0,165.69424460431654,12.683678554082679,5.1161612636917235,0.09865060584727128,0.13848735117432337,0.1784853663150778,0.12751169981484986,0.1294252281812797,0.12922984359929413,0.11133199562090429,0.05640721868496872,0.030470690762030885,0.20944048678673002,0.6480156059558182,0.14254390725745175,1.0,0.49676064768438255,0.5032393523156174,,1629.0,1,,1,1.4720115320387153,1.1879326964362817,-0.43707471277660304,1.8589367716499556,-1.0203388107335731,-0.22440235060976108,0,0,0,0,0,0 +208,US_CO_08014,08014,Broomfield County,CO,Colorado,39.933333,-105.05,google,68263.0,87.0,784.6321839080459,11.13113782021642,6.666488723497512,0.11978670729384878,0.13553462344168876,0.13149143752838288,0.14832339627616717,0.15043288457876156,0.1265985966043098,0.10105034938400012,0.05628231985116388,0.030499685041677042,0.2282144060471998,0.6344784143679593,0.13730717958484098,1.0,0.5022340067093447,0.49776599329065524,1629.0,1629.0,0,,1,0.3009305987375987,2.2698476455721512,0.18015581619457194,1.4132347675023738,-1.1441200428733767,0.043424363000162336,0,0,0,0,0,0 +209,US_CO_08015,08015,Chaffee County,CO,Colorado,38.74,-106.18,google,19666.0,2629.0,7.480410802586535,9.886697383228654,2.137758892331696,0.07881623105867995,0.08771483779111157,0.11171565137801281,0.12458049425404251,0.11837689413200447,0.14202176344960846,0.17990440353910303,0.10403742499745754,0.05283229939997966,0.1489881012915692,0.6041899725414421,0.2468219261669887,1.0,0.4685752059391844,0.5314247940608157,,1629.0,1,,1,-0.6377503882379241,-0.8905817681916041,-2.4245690318404747,0.4160102592303993,1.4444946640392495,-1.603594579702126,0,0,0,0,0,0 +210,US_CO_08019,08019,Clear Creek County,CO,Colorado,39.69,-105.64,google,9574.0,1027.0,9.322297955209347,9.166910814048848,2.3343064053445395,0.0861708794652183,0.08731982452475455,0.09724253185711301,0.11834134113223313,0.1436181324420305,0.17860873198245247,0.17808648422811782,0.08491748485481512,0.025694589513265094,0.15602673908502196,0.644317944432839,0.19965531648213913,1.0,0.474200960935868,0.5257990390641321,,1629.0,1,,1,-1.180685145971185,-0.7534186861607207,-2.1931595925958405,1.7371940053786021,0.32961120481648676,-1.3283107064051805,0,0,0,0,0,0 +211,US_CO_08023,08023,Costilla County,CO,Colorado,37.28,-105.43,google,3756.0,3187.0,1.1785378098525259,8.231376045573969,0.778653922335937,0.1003727369542066,0.11128860489882854,0.09984025559105432,0.09185303514376997,0.0902555910543131,0.1466986155484558,0.17758253461128862,0.12619808306709265,0.05591054313099041,0.18940362087326945,0.5396964856230032,0.2708998935037274,1.0,0.48056443024494144,0.5194355697550586,,1629.0,1,,1,-1.8863586950785818,-1.8390497677634317,-1.0958271647875373,-1.7073900182536272,2.013628797164331,-1.0169284154876692,0,0,0,0,0,0 +212,US_CO_08025,08025,Crowley County,CO,Colorado,38.33,-103.79,google,5840.0,2073.0,2.8171731789676797,8.67265729404031,1.3395101431734138,0.0625,0.07294520547945206,0.1970890410958904,0.1909246575342466,0.1702054794520548,0.1261986301369863,0.0910958904109589,0.059931506849315065,0.02910958904109589,0.12085616438356164,0.744554794520548,0.1345890410958904,1.0,0.26763698630136984,0.7323630136986301,,1629.0,1,,1,-1.5535004034862394,-1.4476494053419797,-3.3494632991379003,5.0374180351249835,-1.208369045747568,-11.436061764621895,0,0,0,0,0,0 +213,US_CO_08027,08027,Custer County,CO,Colorado,38.09,-105.36,google,4857.0,1916.0,2.5349686847599164,8.488382109562117,1.2627044406840977,0.06979617047560223,0.08626724315421042,0.07350216182828907,0.07494338068766729,0.0934733374511015,0.16676961087090797,0.2625077208153181,0.1282684784846613,0.044471896232242125,0.13880996499897058,0.557195799876467,0.3039942351245625,1.0,0.48404364834259833,0.5159563516574017,,1629.0,1,,1,-1.692499110776548,-1.5012492027115514,-2.759195827698132,-1.1312380606369357,2.7958841747177443,-0.846680575947478,0,0,0,0,0,0 +214,US_CO_08029,08029,Delta County,CO,Colorado,38.86,-107.86,google,30519.0,2975.0,10.258487394957983,10.326137485398393,2.4211222793146936,0.10364035518857105,0.1166486451063272,0.09417084439201809,0.10327992398178185,0.10305055866837053,0.13673449326648973,0.17169632032504342,0.11170090763131164,0.059077951440086506,0.19695927127363283,0.5464137094924473,0.25662701923391984,0.9999999999999999,0.49706740063566957,0.5029325993643304,,1629.0,1,,1,-0.30628087265405357,-0.6928331683873519,-0.847419891450789,-1.4862303987351808,1.6762589597879145,-0.20939207365576312,0,0,0,0,0,0 +215,US_CO_08031,08031,Denver County,CO,Colorado,39.739167,-104.984722,google,704961.0,401.0,1758.0074812967582,13.46589917963249,7.472504997881872,0.11712420970805477,0.10087508386988783,0.1778708325708798,0.2023885009241646,0.13258605795214204,0.10494764958628917,0.09028159004540677,0.04625220402263388,0.027673871320541138,0.19782427680396503,0.6831088528301565,0.1190668703658784,1.0,0.4991722946375757,0.5008277053624243,1609.0,1609.0,0,,1,2.0620402766855968,2.832335945052108,-0.8189810868707499,3.014355926533343,-1.5752686705828205,-0.10639374293112161,0,0,0,0,0,0 +216,US_CO_08035,08035,Douglas County,CO,Colorado,39.35,-104.93,google,335816.0,2183.0,153.83234081539166,12.724321647716401,5.042342859330954,0.13098839840865237,0.15871191366700813,0.09858077042189771,0.13402279819901375,0.16426257236105488,0.14505562569978797,0.09802094003859256,0.04946458775043476,0.0208923934535579,0.25795792934225886,0.6226746194344522,0.11936745122328894,1.0,0.5008040117207042,0.4991959882792958,,1629.0,1,,1,1.502668603371263,1.1364176215441177,1.158034242226344,1.024603564031075,-1.5681638006690168,-0.02654927778231696,0,0,0,0,0,0 +217,US_CO_08037,08037,Eagle County,CO,Colorado,39.62,-106.7,google,54929.0,4382.0,12.535143769968052,10.913814926336666,2.6052895450983655,0.11786123905405159,0.1242513062316809,0.1352837299058785,0.1631014582460995,0.15465418995430466,0.13710426186531705,0.1065739409055326,0.0473884469041854,0.013781426932949807,0.21726228403939632,0.6682808716707022,0.11445684428990151,1.0,0.47051648491689274,0.5294835150831073,,1629.0,1,,1,0.1370040157882298,-0.5643097930626354,-0.1799173239124681,2.5261556320085408,-1.6842364732939652,-1.5086023881743185,0,0,0,0,0,0 +218,US_CO_08039,08039,Elbert County,CO,Colorado,39.28,-104.13,google,25765.0,4794.0,5.374426366291197,10.15681107235147,1.852294105237645,0.09974771977488842,0.13956918300019405,0.09144187851736853,0.09695323112749854,0.13316514651659228,0.19336308946244907,0.1547836211915389,0.06796041141082865,0.02301571899864157,0.21140306617504367,0.6202289928197167,0.16836794100523966,1.0,0.4957500485154279,0.5042499514845721,,1629.0,1,,1,-0.43400372687489647,-1.0897968557239064,-0.3725509499335723,0.9440831195570593,-0.409932672404172,-0.27385378490515877,0,0,0,0,0,0 +219,US_CO_08041,08041,El Paso County,CO,Colorado,38.84,-104.52,google,700099.0,5516.0,126.92150108774474,13.45897846096529,4.851416803038969,0.1346766671570735,0.1367620865049086,0.16485811292402933,0.14293978423051598,0.11821185289509055,0.12400389087829007,0.09870889688458347,0.052761109500227825,0.02707759902528071,0.24408633636100038,0.6267205066711994,0.12919315696780026,1.0,0.49471146223605517,0.5052885377639448,4302.0,4302.0,0,,1,2.0568199810121186,1.0031775417304432,0.7019775949857743,1.1578114039489658,-1.3359122803045065,-0.32467470652498365,0,0,0,0,0,0 +220,US_CO_08043,08043,Fremont County,CO,Colorado,38.48,-105.44,google,47548.0,3973.0,11.967782532091618,10.769516037258176,2.562468014713154,0.08481955076974847,0.09445192226802389,0.12202405989736687,0.142718936653487,0.1276184066627408,0.14204593253133677,0.14553714141499116,0.092201564734584,0.04858248506772104,0.16038108858416758,0.6260662909060318,0.21355262050980062,1.0,0.4211954235719694,0.5788045764280306,,1629.0,1,,1,0.02815941415543984,-0.5941933209428936,-2.0500015547138895,1.1362718345495315,0.6581036381661425,-3.922019398006885,0,0,0,0,0,0 +221,US_CO_08045,08045,Garfield County,CO,Colorado,39.6,-107.9,google,59032.0,7655.0,7.711561071195297,10.985851888559488,2.1646510022672354,0.14022902832362108,0.13680715544111668,0.12364480281881014,0.14439625965577993,0.1328093237566066,0.13309730315760943,0.11420924244477572,0.05014229570402494,0.024664588697655507,0.24967475267651443,0.6184137416994172,0.1319115056240683,0.9999999999999999,0.4907338392736143,0.5092661607263856,,1629.0,1,,1,0.1913414712326329,-0.8718147808889924,0.885708072925923,0.8843173212304527,-1.271658309677333,-0.5193108853598392,0,0,0,0,0,0 +222,US_CO_08049,08049,Grand County,CO,Colorado,40.1,-106.12,google,15364.0,4842.0,3.1730689797604295,9.639847474564585,1.4286517314896738,0.08396250976308253,0.10589690184847696,0.12177818276490497,0.1339494923197084,0.126073939078365,0.16304347826086957,0.17098411871908356,0.07153085134079666,0.022780525904712315,0.16868003124186412,0.6515165321530851,0.17980343660505077,1.0,0.46524342619109604,0.534756573808904,,1629.0,1,,1,-0.8239491881262343,-1.3854408594124903,-1.7771570465723698,1.9742021730714805,-0.13963033400355365,-1.7666278498261831,0,0,0,0,0,0 +223,US_CO_08051,08051,Gunnison County,CO,Colorado,38.67,-107.01,google,16863.0,8443.0,1.997275849816416,9.73293645134109,1.0977038260797092,0.08960445946747317,0.1308782541659254,0.2076736049338789,0.13941765996560518,0.12530391982446776,0.11688311688311688,0.11498547114985472,0.05532823341042519,0.019925280199252802,0.1943070628002135,0.6729466880151811,0.13274624918460534,0.9999999999999999,0.4589337603036233,0.5410662396963767,,1629.0,1,,1,-0.7537322054568016,-1.616396896463591,-0.9346166038835172,2.679774178530694,-1.2519273645330102,-2.0753773893523513,0,0,0,0,0,0 +224,US_CO_08053,08053,Hinsdale County,CO,Colorado,37.82,-107.28,google,791.0,2909.0,0.27191474733585425,6.674561391814426,0.2405234401371142,0.10619469026548672,0.10366624525916561,0.08217446270543616,0.09355246523388117,0.08723135271807839,0.14285714285714285,0.18836915297092288,0.15423514538558786,0.041719342604298354,0.18912768647281925,0.520733249051833,0.29013906447534765,1.0,0.4829329962073325,0.5170670037926675,,1629.0,1,,1,-3.0606634446624548,-2.2145906959680675,-1.1048990657363091,-2.3317405336497115,2.468387653667599,-0.9010278807735399,0,0,0,0,0,0 +225,US_CO_08055,08055,Huerfano County,CO,Colorado,37.69,-104.96,google,6628.0,4126.0,1.6063984488608822,8.79920924224139,0.9579693637384262,0.08132166566083283,0.09580567290283645,0.07694628847314423,0.08539529269764635,0.09339167169583584,0.14906457453228728,0.20488835244417622,0.14016294508147253,0.07302353651176825,0.157966203983102,0.5264031382015691,0.3156306578153289,1.0,0.49140012070006034,0.5085998792999397,,1629.0,1,,1,-1.4580423131588243,-1.7139122973295704,-2.129395765322781,-2.1450636338709965,3.0709358536309113,-0.48670787796154275,0,0,0,0,0,0 +226,US_CO_08059,08059,Jefferson County,CO,Colorado,39.59,-105.25,google,575417.0,2015.0,285.5667493796526,13.262852012196321,5.657971491146605,0.10663397153716349,0.11580818780119462,0.1281592306101488,0.14570476715147448,0.12889608753304124,0.14568912632056405,0.12645959365121295,0.06702964980179592,0.03561938559340443,0.19928052177811917,0.6348406460010739,0.16587883222080682,0.9999999999999999,0.5013007957707193,0.49869920422928066,,1629.0,1,,1,1.908881869206556,1.5660415798018483,-0.7711040909575223,1.4251609756672676,-0.4687680695317641,-0.0022402494721769205,0,0,0,0,0,0 +227,US_CO_08063,08063,Kit Carson County,CO,Colorado,39.31,-102.6,google,7137.0,5598.0,1.27491961414791,8.873187904050106,0.8219447173381585,0.14221661762645368,0.13675213675213677,0.10900938769791228,0.11881743029284013,0.10270421745831582,0.13030685161832703,0.12035869412918593,0.08392882163373967,0.05590584279108869,0.2516183270281631,0.5483676614824156,0.20001401148942133,1.0,0.500770631918173,0.4992293680818271,,1629.0,1,,1,-1.402240234394957,-1.8088387578399239,0.94960700678833,-1.4218979770297744,0.3380897266605777,-0.028182644563506394,0,0,0,0,0,0 +228,US_CO_08065,08065,Lake County,CO,Colorado,39.19,-106.36,google,7750.0,994.0,7.796780684104628,8.955577146281511,2.1743858231998003,0.11406451612903226,0.12090322580645162,0.1590967741935484,0.14967741935483872,0.1296774193548387,0.12645161290322582,0.12541935483870967,0.0527741935483871,0.02193548387096774,0.21078709677419355,0.6517935483870967,0.13741935483870968,1.0,0.46103225806451614,0.5389677419354839,,1629.0,1,,1,-1.340094057755808,-0.8650212172276598,-0.3928021885717034,1.9833227273518157,-1.141468541400026,-1.9726920445294627,0,0,0,0,0,0 +229,US_CO_08067,08067,La Plata County,CO,Colorado,37.29,-107.85,google,55563.0,4403.0,12.619350442879854,10.92529078851728,2.6114916081655815,0.10400806291956878,0.11878408293288699,0.13174234652556557,0.13897737703147778,0.123265482425355,0.13868941561830714,0.14480859564818313,0.06849882115796484,0.03122581574069075,0.19903532926587839,0.6288357360113744,0.17212893472274715,1.0,0.4949696740636755,0.5050303259363246,,1629.0,1,,1,0.14566025462290505,-0.5599816076167394,-0.7791652902164757,1.227453762929341,-0.3210335610644675,-0.3120396820562135,0,0,0,0,0,0 +230,US_CO_08069,08069,Larimer County,CO,Colorado,40.65,-105.46,google,344084.0,6822.0,50.43740838463793,12.748643998856338,3.9403656973351033,0.10622987410051034,0.12793968914567372,0.18705025517024912,0.13134583415677567,0.11405645133165157,0.11902907429581149,0.11759919089524651,0.06351646690924309,0.03323316399483847,0.20858162541704933,0.6358691482312459,0.15554922635170482,1.0,0.500956161867451,0.49904383813254904,,1629.0,1,,1,1.5210149443410763,0.3673894026161083,-0.46531151566075774,1.459023649640872,-0.7129303445118833,-0.019104146996523196,0,0,0,0,0,0 +231,US_CO_08071,08071,Las Animas County,CO,Colorado,37.32,-104.04,google,14201.0,12368.0,1.1482050452781372,9.561138078742038,0.7646326307863215,0.09661291458348004,0.11858319836631223,0.11858319836631223,0.10971058376170692,0.10147172734314484,0.1386522075910147,0.1586507992394902,0.10414759523977185,0.05358777550876699,0.1914794732765298,0.5714597563551863,0.23706077036828394,1.0,0.4790507710724597,0.5209492289275404,,1629.0,1,,1,-0.8833196579044363,-1.8488346972876897,-1.027579322706511,-0.6616078608737204,1.2137689193739956,-1.0909959779922331,0,0,0,0,0,0 +232,US_CO_08073,08073,Lincoln County,CO,Colorado,38.98,-103.52,google,5523.0,6699.0,0.8244514106583072,8.616857514529183,0.6012793449465932,0.10863661053775123,0.11080934274850625,0.1441245699800833,0.14394350896252037,0.12167300380228137,0.13724425131269238,0.10628281730943327,0.0755024443237371,0.051783451022994746,0.1972840847365562,0.6222886112619953,0.1804273040014485,1.0,0.4260365743255477,0.5739634256744522,,1629.0,1,,1,-1.5955901576823541,-1.9628327825455014,-0.8367409925615575,1.0118945309229304,-0.1248838969448052,-3.6851283973420688,0,0,0,0,0,0 +233,US_CO_08075,08075,Logan County,CO,Colorado,40.73,-103.11,google,22317.0,4778.0,4.6707827542904985,10.013148806745647,1.7353271601144598,0.10225388717121477,0.11354572747233051,0.16113276874131827,0.14177532822511987,0.11937088318322356,0.12739167450822242,0.11466594972442533,0.07017072187121925,0.04969305910292602,0.19309046914907918,0.6297127750145629,0.17719675583635794,1.0,0.42859703365147644,0.5714029663485235,,1629.0,1,,1,-0.5423681236446063,-1.1714236666812392,-0.9746145783295745,1.2563296223644163,-0.20124479584228955,-3.5598379854637585,0,0,0,0,0,0 +234,US_CO_08077,08077,Mesa County,CO,Colorado,39.02,-108.47,google,151170.0,8653.0,17.47024153472784,11.926166925390001,2.916160871263047,0.11943507309651386,0.12783621088840377,0.13105113448435537,0.12905999867698617,0.10916848581067672,0.1285969438380631,0.13143480849374875,0.07755507045048621,0.04586227426076603,0.22170404180723688,0.5891612092346366,0.18913474895812663,1.0,0.505503737514057,0.494496262485943,,1629.0,1,,1,0.9006207750910858,-0.34736444199635474,-0.033885562586066696,-0.07880063874864834,0.08093514366797318,0.20342140536872358,0,0,0,0,0,0 +235,US_CO_08079,08079,Mineral County,CO,Colorado,37.69,-106.93,google,753.0,2273.0,0.33128024637043557,6.625392368007956,0.28614107049575804,0.07569721115537849,0.07569721115537849,0.0796812749003984,0.11155378486055777,0.08764940239043825,0.16334661354581673,0.22177954847277556,0.1301460823373174,0.05444887118193891,0.13625498007968126,0.5682602921646746,0.2954847277556441,1.0,0.50066401062417,0.49933598937583,,1629.0,1,,1,-3.097751622146464,-2.182755875577701,-2.8431961193456448,-0.7669478490577135,2.5947438113307895,-0.03339992167677747,0,0,0,0,0,0 +236,US_CO_08081,08081,Moffat County,CO,Colorado,40.61,-108.2,google,13088.0,12305.0,1.063632669646485,9.479527461791719,0.7244678616482361,0.14257334963325183,0.13829462102689485,0.11682457212713937,0.12927872860635697,0.1140739608801956,0.1392114914425428,0.1267573349633252,0.06219437652811736,0.03079156479217604,0.2532090464547677,0.5904263447432763,0.156364608801956,1.0,0.488309902200489,0.511690097799511,,1629.0,1,,1,-0.9448785177660116,-1.876864171889481,1.0019051220356474,-0.0371469893887094,-0.6936570405199376,-0.6379208828644157,0,0,0,0,0,0 +237,US_CO_08083,08083,Montezuma County,CO,Colorado,37.34,-108.6,google,26112.0,5284.0,4.941710825132476,10.170188553599166,1.7819971096044884,0.12136182598039216,0.12159160539215687,0.10183057598039216,0.11098345588235294,0.10872395833333333,0.13832720588235295,0.15916053921568626,0.09122242647058823,0.0467984068627451,0.21863511029411764,0.5637637867647058,0.21760110294117646,1.0,0.5068167892156863,0.4931832107843137,,1629.0,1,,1,-0.42391309744209754,-1.1388544725349887,-0.13478288695069146,-0.9149919581640582,0.7537981586723449,0.26767268514837045,0,0,0,0,0,0 +238,US_CO_08085,08085,Montrose County,CO,Colorado,38.41,-108.27,google,41753.0,5808.0,7.1888774104683195,10.639550534072905,2.1027768201513712,0.11886571024836538,0.12207506047469643,0.09817258640097717,0.1125188609201734,0.10789643857926376,0.13637343424424592,0.1490671329006299,0.10066342538260724,0.05436735084904079,0.21652575862812254,0.5539098986899146,0.22956434268196296,1.0,0.5076281943812421,0.49237180561875793,,1629.0,1,,1,-0.06987351950430147,-0.9149944344346341,-0.20413208498041638,-1.2394239228796475,1.0365748558917651,0.30737700162127396,0,0,0,0,0,0 +239,US_CO_08087,08087,Morgan County,CO,Colorado,40.26,-103.81,google,28295.0,3351.0,8.443748134885109,10.250475730885316,2.2453529495416182,0.14656299699593567,0.13864640395829653,0.1309065205866761,0.13097720445308358,0.11443717971373034,0.12493373387524298,0.1059197738116275,0.06216646050538965,0.04544972610001767,0.2574801201625729,0.581943806326206,0.16057607351122105,0.9999999999999999,0.49581198091535605,0.504188019084644,,1629.0,1,,1,-0.3633525076569688,-0.8154959415184588,1.1423253000159745,-0.3164282825734673,-0.594110086120792,-0.27082325994542583,0,0,0,0,0,0 +240,US_CO_08089,08089,Otero County,CO,Colorado,37.9,-103.71,google,18345.0,3289.0,5.577683186378839,9.8171668460696,1.883682584001178,0.12679204142818207,0.14439901880621422,0.11578086672117743,0.11452711910602344,0.10580539656582175,0.12570182611065686,0.12946306895611884,0.08345598255655493,0.054074679749250475,0.2423112564731535,0.5554265467429818,0.2022621967838648,1.0,0.5086944671572635,0.4913055328427364,,1629.0,1,,1,-0.6901972481321436,-1.0678920225287605,0.6436182570691151,-1.1894894093247959,0.39123038304419727,0.3595527006958526,0,0,0,0,0,0 +241,US_CO_08091,08091,Ouray County,CO,Colorado,38.16,-107.77,google,4813.0,1405.0,3.425622775800712,8.479283618343016,1.487411008850853,0.07832952420527738,0.09702888011635155,0.06752545190110118,0.0903802202368585,0.12445460211926034,0.16455433201745273,0.22065239975067524,0.12113027217951382,0.03594431747350925,0.15595262829835863,0.5766465821732807,0.2674007895283607,1.0,0.49428630791606065,0.5057136920839393,,1629.0,1,,1,-1.6993620995252956,-1.3444349801865334,-2.195596134450529,-0.4908354634170394,1.930920008673858,-0.3454786924834929,0,0,0,0,0,0 +242,US_CO_08093,08093,Park County,CO,Colorado,39.12,-105.71,google,17894.0,5726.0,3.125043660495983,9.792276623200125,1.417076604093293,0.07482955180507432,0.09405387280652733,0.07751201520062591,0.10601318877836147,0.1295406281435118,0.20800268246339554,0.20777914384709958,0.08164747960210127,0.020621437353302782,0.15007265005029619,0.64376886107075,0.20615848887895383,1.0,0.4711076338437465,0.5288923661562535,,1629.0,1,,1,-0.7089719345492076,-1.3935187034118899,-2.388912300033089,1.719115842464323,0.48332756022397794,-1.479675823406467,0,0,0,0,0,0 +243,US_CO_08095,08095,Phillips County,CO,Colorado,40.59,-102.35,google,4288.0,1781.0,2.407636159460977,8.36380888451688,1.2260188425461935,0.12943097014925373,0.1345615671641791,0.10517723880597014,0.109375,0.10191231343283583,0.12639925373134328,0.12803171641791045,0.0804570895522388,0.08465485074626866,0.23708022388059702,0.5337919776119403,0.22912779850746268,1.0,0.5048973880597015,0.49510261194029853,,1629.0,1,,1,-1.7864646509186164,-1.5268506953461216,0.47163749112603764,-1.9017915702266694,1.0262562028738282,0.17375103642004808,0,0,0,0,0,0 +244,US_CO_08097,08097,Pitkin County,CO,Colorado,39.22,-106.92,google,17973.0,2521.0,7.129313764379215,9.796681548218318,2.0954765121717434,0.07817281477772214,0.09035775886051299,0.12463139153174206,0.14449451955711345,0.14655316307795027,0.14955766983809046,0.152339620541924,0.08551716463584265,0.028375897179101987,0.15045902186613253,0.6594781060479608,0.19006287208590664,0.9999999999999999,0.4813887497913537,0.5186112502086463,,1629.0,1,,1,-0.7056493011464882,-0.920089043503511,-2.376209545911292,2.236331095313939,0.10287331412792046,-0.9765921623617295,0,0,0,0,0,0 +245,US_CO_08101,08101,Pueblo County,CO,Colorado,38.15,-104.51,google,166283.0,6210.0,26.776650563607085,12.021452448886716,3.324195759992503,0.12087224791469964,0.13288790796413344,0.1294239338958282,0.12410168207213004,0.1155018853400528,0.1292074355165591,0.12707252094321128,0.07520311757666147,0.04572926877672402,0.2271825742860064,0.5883487788890025,0.18446864682499112,1.0,0.5068648027759903,0.49313519722400967,,1629.0,1,,1,0.9724946121843875,-0.06261231231357671,0.14623226219742308,-0.10554930599837295,-0.029358136303510952,0.27002212248772556,0,0,0,0,0,0 +246,US_CO_08103,08103,Rio Blanco County,CO,Colorado,39.98,-108.2,google,6352.0,8347.0,0.760991973164011,8.756682421266532,0.565877271391251,0.13192695214105793,0.14215994962216624,0.11996221662468513,0.1352329974811083,0.10925692695214106,0.14011335012594459,0.12106423173803527,0.06470403022670025,0.035579345088161206,0.24565491183879096,0.59352959697733,0.16081549118387908,1.0,0.48724811083123426,0.5127518891687658,,1629.0,1,,1,-1.4901202793668638,-1.9875385518767954,0.7535476831732986,0.06502529140649523,-0.5884509385824055,-0.6898772942143614,0,0,0,0,0,0 +247,US_CO_08105,08105,Rio Grande County,CO,Colorado,37.61,-106.39,google,11297.0,2362.0,4.7828111769686705,9.332380997885208,1.7548899272455842,0.1222448437638311,0.13410639992918474,0.11755333274320616,0.11941223333628397,0.10604585288129592,0.12808710277064708,0.1418075595290785,0.08453571744710985,0.046206957599362664,0.2295299637071789,0.5688235814818093,0.20164645481101176,1.0,0.5018146410551474,0.4981853589448526,,1629.0,1,,1,-1.0558710440970083,-1.1577715507545312,0.22340743239123487,-0.7484019655978781,0.37667600770813064,0.022903632594519278,0,0,0,0,0,0 +248,US_CO_08107,08107,Routt County,CO,Colorado,40.48,-106.99,google,25171.0,6133.0,4.104190445132888,10.133487544646824,1.6300618582642648,0.09550673393985142,0.10921298319494657,0.13507607961543044,0.1477891224027651,0.14385602479043344,0.14298200309880418,0.14357792697946048,0.06094314886178539,0.021055977116522982,0.1828771204958087,0.6633347900361527,0.15378808946803862,1.0,0.4782885066147551,0.5217114933852449,,1629.0,1,,1,-0.4515966556763278,-1.2448843429897738,-1.3103990516919803,2.363309558442339,-0.754558572492349,-1.1282957026544735,0,0,0,0,0,0 +249,US_CO_08109,08109,Saguache County,CO,Colorado,38.08,-106.3,google,6633.0,8206.0,0.8083109919571045,8.799963219506997,0.5923932560039951,0.10673903211216644,0.12603648424543948,0.08231569425599276,0.09422584049449721,0.1044776119402985,0.1558872305140962,0.19885421377958692,0.09920096487260667,0.032262927785315844,0.20756821950851803,0.561540780943766,0.23089099954771597,1.0,0.4993215739484396,0.5006784260515604,,1629.0,1,,1,-1.457473588370718,-1.9690340482236264,-0.49862928252163624,-0.9881827779285676,1.0679332215995179,-0.09908909014728166,0,0,0,0,0,0 +250,US_CO_08113,08113,San Miguel County,CO,Colorado,38.01,-108.43,google,8034.0,3337.0,2.407551693137549,8.991562278171614,1.225994054873349,0.09372666168782674,0.10057256659198406,0.12447099825740603,0.14737366193676874,0.16231018172765746,0.1549663928304705,0.14376400298730396,0.05837689818272342,0.014438635797859098,0.174184714961414,0.6811177495643516,0.1446975354742345,1.0,0.46601941747572817,0.5339805825242718,,1629.0,1,,1,-1.3129504853395912,-1.5268679937263026,-1.5961794469088373,2.948800326594136,-0.9694332126367537,-1.7286564332600276,0,0,0,0,0,0 +251,US_CO_08117,08117,Summit County,CO,Colorado,39.6356,-106.10235,google,30820.0,1604.0,19.214463840399002,10.335951554811068,3.0063983798816847,0.0936729396495782,0.08406878650227126,0.16521739130434782,0.17407527579493834,0.1481505515898767,0.13533419857235562,0.12897469175859833,0.056846203763789745,0.013659961064243997,0.1609279688513952,0.704078520441272,0.1349935107073329,1.0,0.4580791693705386,0.5419208306294614,,1629.0,1,,1,-0.298878123523822,-0.2843910947013833,-2.0320217609403244,3.7047666974767854,-1.198808543464947,-2.117194905807066,0,0,0,0,0,0 +252,US_CO_08119,08119,Teller County,CO,Colorado,38.88,-105.15,google,24674.0,1448.0,17.040055248618785,10.113545864301683,2.892594577191805,0.08896003890735187,0.10350976736645862,0.08794682661911324,0.09864634838291318,0.11481721650320176,0.18635000405284916,0.20183188781713546,0.09252654616195186,0.025411364189024885,0.17176785280051876,0.6093782929399367,0.21885385425954446,1.0,0.4913269028126773,0.5086730971873227,,1629.0,1,,1,-0.46663865819565903,-0.36381046808596745,-1.6756386737928486,0.5868318646395138,0.7834096090755018,-0.49029063327977074,0,0,0,0,0,0 +253,US_CO_08121,08121,Washington County,CO,Colorado,39.98,-103.2,google,4921.0,6537.0,0.7527918005201163,8.501470230951002,0.5612098313557936,0.12599065230644177,0.12761633814265394,0.11156269051005893,0.11522048364153627,0.10790489737858158,0.13574476732371468,0.13452550294655558,0.08290997764681975,0.05852469010363747,0.22808372282056494,0.5632188579557,0.20869741922373503,1.0,0.4801869538711644,0.5198130461288356,,1629.0,1,,1,-1.682626745384186,-1.9907957819004378,0.17585934106945827,-0.9329333354959318,0.5433405962345889,-1.035399386639575,0,0,0,0,0,0 +254,US_CO_08123,08123,Weld County,CO,Colorado,40.54,-104.4,google,305885.0,10416.0,29.366839477726575,12.630967762501284,3.4133512063958773,0.14695392059107182,0.1461464275789921,0.13918956470569005,0.1467937296696471,0.12825408241659447,0.11993396210994328,0.09811857397387908,0.05017898883567354,0.02443075011850859,0.2638710626542655,0.6124599114046128,0.12366902594112167,1.0,0.49495398597512136,0.5050460140248786,,1629.0,1,,1,1.4322518003591092,-0.00039409534877123,1.3524404475268998,0.688291869605103,-1.46648690394979,-0.3128073439583671,0,0,0,0,0,0 +255,US_CO_08125,08125,Yuma County,CO,Colorado,40.0,-102.42,google,9959.0,6136.0,1.6230443285528031,9.206332350578643,0.9643356006858164,0.1526257656391204,0.13696154232352645,0.1117582086554875,0.12280349432673963,0.1121598554071694,0.12250225926297821,0.11467014760518124,0.07721658801084447,0.04930213876895271,0.26219499949794156,0.5539511999196707,0.1838538005823878,1.0,0.5023596746661312,0.49764032533386887,,1629.0,1,,1,-1.150949494735477,-1.70946954113664,1.2973364847254187,-1.2380641104874996,-0.0438913391439072,0.04957364641436873,0,0,0,0,0,0 +256,US_CT_09001,09001,Fairfield County,CT,Connecticut,41.23,-73.37,google,943038.0,2168.0,434.98062730627305,13.756862918130498,6.077597809578092,0.11629860090473555,0.13876853318742194,0.11899308405387694,0.11995062765233214,0.13485776819173775,0.1529524791153697,0.11039003730496544,0.06399423989277209,0.04379462969678846,0.2273134274546731,0.6097026843032837,0.16298388824204327,1.0,0.5130185634088976,0.4869814365911024,,201.5,1,,1,2.281514123010057,1.858882930247094,0.15053432451020557,0.5975122099558621,-0.5371962474072821,0.5711427833354904,0,0,0,0,0,0 +257,US_CT_09003,09003,Hartford County,CT,Connecticut,41.81,-72.73,google,893076.0,1944.0,459.4012345679012,13.702428082345177,6.1320983583556465,0.11082035571440728,0.12681227577496204,0.13065405407826433,0.12932941877287038,0.12433992179836878,0.1456001504911116,0.11647273020437231,0.0689638955699179,0.04700719759572534,0.21227017633437695,0.6135223653977937,0.17420745826782938,1.0,0.5142261128952071,0.48577388710479286,,201.5,1,,1,2.2404539453895853,1.8969168037269146,-0.3440429514226549,0.723272380222981,-0.2719032221340105,0.6302315456411692,0,0,0,0,0,0 +258,US_CT_09005,09005,Litchfield County,CT,Connecticut,41.79,-73.24,google,181667.0,2446.0,74.27105478331971,12.109936124399878,4.321095662277864,0.08919616661253832,0.11664749238992222,0.10608420901979997,0.10324935183605168,0.12232271133447462,0.1730088568644828,0.15086944794596707,0.08840350751649997,0.05021825648026334,0.1825141605244761,0.603429351505777,0.21405648796974686,1.0,0.5059697138170388,0.49403028618296113,,201.5,1,,1,1.039237817719369,0.6330864578093061,-1.3223320941213625,0.3909673751290329,0.6700136206831833,0.22622292474257671,0,0,0,0,0,0 +259,US_CT_09007,09007,Middlesex County,CT,Connecticut,41.44,-72.52,google,162942.0,1137.0,143.30870712401057,12.001155725380423,4.971954804389148,0.08830135876569577,0.11879687250678156,0.11737919014127726,0.11194780965005953,0.12400731548649213,0.16697352432153773,0.13919676940260953,0.08223171435234623,0.05116544537320028,0.183338856771121,0.6136655988020276,0.20299554442685128,0.9999999999999999,0.5128573357390973,0.48714266426090264,,201.5,1,,1,0.9571848007326049,1.0872964578825544,-1.2952185386886954,0.7279882339444579,0.4085646193289017,0.5632534640438691,0,0,0,0,0,0 +260,US_CT_09009,09009,New Haven County,CT,Connecticut,41.35,-72.9,google,857748.0,2233.0,384.12360053739366,13.662066794879154,5.953564323122222,0.10644385064144714,0.1279769815843348,0.13720813105947202,0.12539580389578292,0.12289506941432682,0.14548328879810854,0.11822120249770329,0.07001706795002728,0.04635860415879722,0.20882543590891497,0.6156882907334089,0.17548627335767614,1.0,0.517853728600941,0.4821462713990589,,201.5,1,,1,2.2100094403509067,1.772324647130018,-0.4572957531140519,0.7945838672956411,-0.2416756988797245,0.8077408937901641,0,0,0,0,0,0 +261,US_CT_09011,09011,New London County,CT,Connecticut,41.47,-72.1,google,267419.0,1999.0,133.77638819409705,12.496575735168657,4.903617021370734,0.10230761464219072,0.12066083561751409,0.14184855975080304,0.11955021894480197,0.11697373784211294,0.15217318141194155,0.12565674091968035,0.07562663834656476,0.045202472524390566,0.19883628313620202,0.6175062355330025,0.18365748133079549,1.0,0.4985846181460554,0.5014153818539445,,201.5,1,,1,1.330879941081065,1.039606101518946,-0.7857093339084337,0.854438353017425,-0.048531763541371474,-0.13515039175898963,0,0,0,0,0,0 +262,US_CT_09013,09013,Tolland County,CT,Connecticut,41.85,-72.33,google,151009.0,1080.0,139.82314814814814,11.925101338769835,4.947504834672289,0.08608096206186386,0.14914342853737195,0.18351886311411902,0.10574866398691468,0.1124966061625466,0.1452959757365455,0.1143574224052871,0.06669138925494507,0.0366666887404062,0.20539570489176143,0.6340675059102437,0.16053678919799483,1.0,0.49981126952698185,0.5001887304730182,,201.5,1,,1,0.8998170034756707,1.0702337479529351,-0.5700550901803368,1.3997059109491983,-0.5950386546847715,-0.075126920504814,0,0,0,0,0,0 +263,US_CT_09015,09015,Windham County,CT,Connecticut,41.83,-71.99,google,116398.0,521.0,223.4126679462572,11.664779223177279,5.413486624578585,0.10278527122459148,0.12824962628223852,0.13146273990962043,0.12330108764755408,0.1260416845650269,0.1561452945926906,0.12493341809996736,0.06756129830409457,0.03951957937421605,0.20538497225038232,0.6250674410213234,0.1695475867282943,1.0,0.5044846131376828,0.4955153868623172,,201.5,1,,1,0.7034561226066258,1.3954248302213663,-0.570407947451308,1.1033854420826916,-0.38204922873154035,0.15355280891100268,0,0,0,0,0,0 +264,US_DE_10001,10001,Kent County,DE,Delaware,39.1,-75.5,google,176499.0,2072.0,85.18291505791505,12.081076155355488,4.456471956840917,0.1271112017631828,0.13290160284194244,0.14402914464104613,0.12333780927937268,0.11389866231536723,0.1321083972147151,0.11277684292828855,0.07669165264392433,0.03714468637216075,0.23343248403673678,0.5963427554830338,0.17022476048022936,1.0,0.5184618609737166,0.48153813902628345,,201.5,1,,1,1.0174687531490754,0.7275604580729252,0.351710673388208,0.1576464511085964,-0.36604278221997977,0.8374985059068684,0,0,0,0,0,0 +265,US_DE_10003,10003,New Castle County,DE,Delaware,39.58,-75.64,google,555976.0,1278.0,435.0359937402191,13.22848220547061,6.0777247943916475,0.1179277522770767,0.1283562599824453,0.14119674230542326,0.13287444062333625,0.12360065902125271,0.1419054059887477,0.11287717455429731,0.06418982114335871,0.03707174410406205,0.22061276026303292,0.6216870872123976,0.1577001525245694,0.9999999999999999,0.5161517763356691,0.48384822366433083,,201.5,1,,1,1.8829567359976573,1.8589715481498668,-0.06976364831980898,0.9920897972225441,-0.6620886149884168,0.7244596254045415,0,0,0,0,0,0 +266,US_DE_10005,10005,Sussex County,DE,Delaware,38.68,-75.34,google,224348.0,3097.0,72.44042621892153,12.320958154073045,4.296474549929947,0.104150694456826,0.1013202702943641,0.09967996148840194,0.09940360511348441,0.1006249219961845,0.14061190650239805,0.17793784655980888,0.12282257920730294,0.05344821438122916,0.18520691069231732,0.5495533724392462,0.26523971686843656,1.0,0.5159751814145881,0.48402481858541196,,201.5,1,,1,1.1984116609984055,0.6159043139047515,-1.2338024915687702,-1.3828593221973255,1.8798384452791947,0.7158183436728611,0,0,0,0,0,0 +267,US_DC_11001,11001,District of Columbia,DC,District of Columbia,38.895,-77.036667,google,694906.0,177.0,3926.0225988700563,13.451533302643538,8.275636809302998,0.11705611982052248,0.09255640331210264,0.19726840752562216,0.20076960049272852,0.11674960354350085,0.10708498703421758,0.08844217779095302,0.04917643537399303,0.03089626510635971,0.1911012424702046,0.6846049681539661,0.12429378937582924,0.9999999999999999,0.5256926836147623,0.4743073163852377,72.0,72.0,0,,1,2.051204100690384,3.3928112868305074,-1.0400144246914687,3.063614415188839,-1.4517192871137126,1.1913228130307527,0,0,0,0,0,0 +268,US_FL_12001,12001,Alachua County,FL,Florida,29.683333,-82.366667,google,266309.0,2510.0,106.09920318725099,12.492416322730474,4.673755537531078,0.10437123792286404,0.12722438971270217,0.24763714331847592,0.12529430098119101,0.09895272033615087,0.10561791002181677,0.10169014190282717,0.05775621552407166,0.03145594027990042,0.20615074969302577,0.6537920235515886,0.14005722675538565,1.0,0.516509017720017,0.48349098227998305,,201.5,1,,1,1.3277424977316972,0.8791944581440484,-0.5452314667474498,2.049121041593898,-1.079116810226205,0.7419404421203822,0,0,0,0,0,0 +269,US_FL_12003,12003,Baker County,FL,Florida,30.32,-82.27,google,28254.0,1525.0,18.527213114754097,10.249025712063943,2.9718090370490677,0.12904367523182558,0.13442344446803992,0.13757344092871807,0.13753804771005876,0.1342464783747434,0.13261839031641537,0.10504707298081688,0.060203864939477596,0.029305585049904437,0.23658243080625752,0.6213845827139519,0.14203298647979049,0.9999999999999999,0.47356126566149925,0.5264387343385007,,201.5,1,,1,-0.364446256347484,-0.3085296899734311,0.4552715380008578,0.9821300607184206,-1.0324155134644617,-1.3596127792757178,0,0,0,0,0,0 +270,US_FL_12005,12005,Bay County,FL,Florida,30.24,-85.63,google,184736.0,2676.0,69.03437967115097,12.126688470976097,4.248986259639788,0.12251537328945089,0.11264723713840291,0.13693595184479473,0.1323131387493504,0.11941906287891911,0.1427063485189676,0.11968430625324787,0.07301229863156071,0.04076628269530573,0.2126331630001732,0.6137461025463364,0.17362073445349038,1.0,0.5021165338645418,0.49788346613545814,,201.5,1,,1,1.0518741068907371,0.5827640306382328,-0.3321090313588428,0.7306387600854924,-0.28577169137759806,0.0376760892584837,0,0,0,0,0,0 +271,US_FL_12007,12007,Bradford County,FL,Florida,29.95,-82.17,google,27142.0,777.0,34.93178893178893,10.208874465231354,3.5816223892483197,0.11399307346547785,0.10780340431803109,0.13735170584334241,0.13790435487436445,0.12493552427971409,0.1334831626261882,0.11937219070075897,0.08116572102276914,0.04399086286935377,0.20023579691990273,0.6149215238375949,0.1848426792425024,1.0,0.4567828457740771,0.5432171542259229,,201.5,1,,1,-0.39473232780972445,0.1170360043926338,-0.7396974905084839,0.7693386353019662,-0.020517082043247568,-2.1806276327726954,0,0,0,0,0,0 +272,US_FL_12009,12009,Brevard County,FL,Florida,28.3,-80.7,google,587769.0,4032.0,145.77604166666666,13.284090993896534,4.988907898955668,0.09729672711558453,0.10751502716203135,0.11115251059514877,0.10641085188228709,0.10975059930006516,0.15702767583863728,0.14567627758524182,0.10220852069435442,0.06296180982664959,0.18330874884520962,0.5786827818411655,0.2380084693136249,1.0,0.5112927017246571,0.48870729827534287,,201.5,1,,1,1.9249024256849105,1.0991273819429006,-1.2962083975870253,-0.42379509784853797,1.2361698060508874,0.48669156043428224,0,0,0,0,0,0 +273,US_FL_12011,12011,Broward County,FL,Florida,26.124354,-80.249503,google,1934516.0,3418.0,565.9789350497367,14.475368240884558,6.340322151449849,0.11658730142319836,0.11773849376278098,0.12672523773388278,0.13534858331489633,0.1352855184449237,0.14522495549274342,0.11130691087589867,0.06831527886044882,0.04346772009122695,0.21077809643342313,0.6217854491769517,0.1674364543896251,0.9999999999999999,0.5128424887672162,0.4871575112327838,,201.5,1,,1,2.823482437011877,2.042228320393602,-0.3930980929599973,0.9953282920350831,-0.4319503460757578,0.5625269603250649,0,0,0,0,0,0 +274,US_FL_12013,12013,Calhoun County,FL,Florida,30.41,-85.2,google,14428.0,1488.0,9.696236559139784,9.576995349297256,2.369891956153782,0.107915164957028,0.11429165511505406,0.1282228999168284,0.1348073191017466,0.137163848073191,0.13577765456057667,0.11831161630163571,0.07845855281397283,0.04505128915996673,0.19934848904907124,0.6179858608261712,0.1826656501247574,0.9999999999999999,0.45453285278624894,0.545467147213751,,201.5,1,,1,-0.8713585242630871,-0.728584874987321,-0.7688695295950047,0.8702296604697685,-0.07197581036477503,-2.2907260613294715,0,0,0,0,0,0 +275,US_FL_12015,12015,Charlotte County,FL,Florida,26.9,-81.95,google,181522.0,2225.0,81.58292134831461,12.109137646421603,4.413802895810851,0.0625764370158989,0.07343462500413173,0.07907581450182347,0.07216756095679862,0.08501999757605139,0.14019788235034872,0.2005431848481176,0.18137195491455582,0.10561254283227377,0.12132413701920429,0.49141977280990734,0.38725609017088836,1.0,0.5127147122662817,0.4872852877337182,,201.5,1,,1,1.0386355260592395,0.6977833327939841,-3.334077753187996,-3.296865022341772,4.763955774427596,0.5562744999683135,0,0,0,0,0,0 +276,US_FL_12017,12017,Citrus County,FL,Florida,28.85,-82.52,google,145415.0,2002.0,72.63486513486514,11.887353879292935,4.299118624640699,0.0777292576419214,0.08572705704363374,0.0827424956159956,0.07752982842210226,0.08983254822404842,0.13792937454870544,0.18637004435580923,0.17133033043358664,0.0908090637141973,0.1463109032768284,0.49836468039748305,0.35532441632568856,1.0,0.5159165148024619,0.4840834851975381,,201.5,1,,1,0.8713441079762585,0.6177495137288929,-2.5125873259362854,-3.068209085080873,4.009182530533738,0.7129476228133815,0,0,0,0,0,0 +277,US_FL_12019,12019,Clay County,FL,Florida,29.98,-81.86,google,212228.0,1667.0,127.31133773245351,12.265421159349387,4.854459636637424,0.11956480765968676,0.13988257911302937,0.1198852177846467,0.1274148557212055,0.1330597282168234,0.1435767193772735,0.1190370733362233,0.06791752266430442,0.02966149612680702,0.2314708709501103,0.6114315735906666,0.1570975554592231,1.0,0.5071950920707918,0.4928049079292082,,201.5,1,,1,1.1565201252756956,1.0053010203136796,0.28721867966558523,0.6544346089139255,-0.6763322823882926,0.2861840983354248,0,0,0,0,0,0 +278,US_FL_12021,12021,Collier County,FL,Florida,26.08,-81.4,google,372678.0,5970.0,62.425125628140705,12.828472738293614,4.149860086218752,0.09217877094972067,0.09983685648200323,0.09647202142331986,0.0967913319272938,0.10475262827427431,0.1271580291833701,0.14481670503759278,0.14730947359382632,0.09068418312859895,0.17204825613532326,0.5175497346234551,0.31040200924122163,1.0,0.5074541561347866,0.4925458438652134,,201.5,1,,1,1.5812297346169177,0.5135876200699202,-1.6664198475975593,-2.436555387731658,2.947345588222598,0.2988608251055336,0,0,0,0,0,0 +279,US_FL_12023,12023,Columbia County,FL,Florida,30.23,-82.63,google,69999.0,2075.0,33.7344578313253,11.156250521031495,3.5477322153092024,0.1207731539021986,0.12128744696352806,0.1308161545164931,0.12268746696381377,0.11607308675838227,0.1348019257417963,0.1280732581894027,0.08240117715967371,0.0430863298047115,0.21780311147302103,0.5926727524678924,0.18952413605908655,1.0,0.4832069029557565,0.5167930970442435,,201.5,1,,1,0.3198731001913245,0.0933853326705841,-0.16213652927353603,0.03681432071729493,0.09013913863380957,-0.887624860081599,0,0,0,0,0,0 +280,US_FL_12027,12027,DeSoto County,FL,Florida,27.19,-81.81,google,37241.0,1656.0,22.488526570048307,10.525192435641708,3.1565120708647467,0.10622700786767272,0.11071131280040815,0.14067828468623292,0.13460970435809994,0.11355763808705459,0.1214521629386966,0.1143363497220805,0.10233344969254317,0.056094089847211405,0.19479605810799924,0.5896082274912059,0.21559571440079484,1.0,0.4318090276845412,0.5681909723154588,,201.5,1,,1,-0.1561337932092253,-0.1796324223852246,-0.9185398951099514,-0.06408289381976641,0.7063965216260318,-3.4026661642682052,0,0,0,0,0,0 +281,US_FL_12029,12029,Dixie County,FL,Florida,29.59,-83.19,google,16615.0,2237.0,7.427358068842199,9.718121365555948,2.131483326553492,0.0996689738188384,0.10189587721938008,0.11020162503761662,0.11742401444477882,0.11254890159494432,0.1510683117664761,0.1439662955160999,0.11236834185976527,0.05085765874210051,0.18118567559434245,0.5836051760457418,0.23520914835991574,1.0,0.45001504664459824,0.5499849533554018,,201.5,1,,1,-0.7649072194900849,-0.894961248401917,-1.366008720444305,-0.26172891536562515,1.170001882403229,-2.511794908837315,0,0,0,0,0,0 +282,US_FL_12031,12031,Duval County,FL,Florida,30.33,-81.65,google,937933.0,2378.0,394.4209419680404,13.75143486303946,5.979950873340145,0.13148060682372834,0.11761287853183543,0.1546944184712554,0.1451777472378091,0.12140632646468351,0.13319181647303166,0.10784885487556148,0.05807984152386151,0.030507509598233562,0.2255709096491967,0.6319173117909275,0.14251177855987582,1.0,0.5150335898193155,0.48496641018068454,,201.5,1,,1,2.2774197429507383,1.7907388234102155,0.09324553084416937,1.3289123625188783,-1.0210982410537321,0.6697436423104127,0,0,0,0,0,0 +283,US_FL_12033,12033,Escambia County,FL,Florida,30.61,-87.33,google,313249.0,2268.0,138.1168430335097,12.654756872758314,4.935314177389972,0.11930125874304467,0.12496448512205945,0.16134129717892157,0.12423662964606431,0.1075310695325444,0.13293897187221668,0.11871067425594335,0.07153733930515341,0.03943827434405218,0.21927284684069223,0.6103962023821305,0.17033095077717725,1.0,0.5049082359400988,0.49509176405990124,,201.5,1,,1,1.450195917917191,1.0617263489062956,-0.1138160094156788,0.6203457789164918,-0.36353274797354584,0.1742818534454231,0,0,0,0,0,0 +284,US_FL_12035,12035,Flagler County,FL,Florida,29.47,-81.3,google,109999.0,1478.0,74.42422192151557,11.608235644774552,4.32312846906902,0.08613714670133364,0.1041373103391849,0.08919171992472659,0.09170083364394221,0.10798279984363494,0.13685578959808725,0.17724706588241712,0.139746724970227,0.06700060909644633,0.16944699497268156,0.5351821380194366,0.2953708670078819,1.0,0.5191683560759643,0.48083164392403566,,201.5,1,,1,0.6608053211663631,0.634505076851461,-1.7519415642478595,-1.8560215686952284,2.59205246961293,0.8720692805543121,0,0,0,0,0,0 +285,US_FL_12037,12037,Franklin County,FL,Florida,29.8,-84.82,google,11724.0,2687.0,4.36323036844064,9.36947859331448,1.6795664742228704,0.08973046741726373,0.0855510064824292,0.13587512794268167,0.13271920846127602,0.11659843056977141,0.13442511088365747,0.15464005458887753,0.10934834527465029,0.0411122483793927,0.1581712726032071,0.6140481064483112,0.22778062094848175,1.0,0.43201978846809963,0.5679802115319004,,201.5,1,,1,-1.0278883408217454,-1.210336942233836,-2.12265372008935,0.7405820148216716,0.9944127867966628,-3.3923530516510962,0,0,0,0,0,0 +286,US_FL_12039,12039,Gadsden County,FL,Florida,30.58,-84.61,google,45993.0,1369.0,33.59605551497443,10.736266232181267,3.543739673107518,0.11988780901441523,0.12038788511295197,0.12399712999804319,0.12040962755201878,0.12788902659100299,0.14341312808470855,0.13047637683995392,0.0734024742895658,0.04013654251733959,0.21619811710477682,0.6050246776683409,0.17877720522688234,1.0,0.5237753571195617,0.4762246428804383,,201.5,1,,1,0.003079097799049896,0.09059908834153177,-0.2149039620702158,0.4434923071512325,-0.16388750229485166,1.0975026832375385,0,0,0,0,0,0 +287,US_FL_12043,12043,Glades County,FL,Florida,26.95,-81.19,google,13580.0,2555.0,5.315068493150685,9.516427036104067,1.8429386018482574,0.0748159057437408,0.09801178203240059,0.11671575846833579,0.12415316642120766,0.12349042709867453,0.1293078055964654,0.13313696612665685,0.13468335787923416,0.06568483063328424,0.15322533136966127,0.5798379970544919,0.26693667157584683,1.0,0.44241531664212075,0.5575846833578793,,201.5,1,,1,-0.9170451817500809,-1.0963257080058222,-2.285261531569064,-0.3857604927785223,1.9199495905784427,-2.883670881453665,0,0,0,0,0,0 +288,US_FL_12045,12045,Gulf County,FL,Florida,29.9,-85.24,google,16105.0,1928.0,8.353215767634854,9.68694715235549,2.2357202165367807,0.08593604470661285,0.08630859981372245,0.1347407637379696,0.12927662216702887,0.13666563179136915,0.14802856255821173,0.13983235020180068,0.09524992238435269,0.04396150263893201,0.1549829245575908,0.6358894753182242,0.20912760012418505,1.0,0.41341198385594535,0.5865880161440546,,201.5,1,,1,-0.7884219176190073,-0.8222182618728141,-2.227477104244605,1.4596929039205289,0.5535088396930399,-4.302884798982126,0,0,0,0,0,0 +289,US_FL_12049,12049,Hardee County,FL,Florida,27.49,-81.81,google,27154.0,1653.0,16.427102238354507,10.209316470468945,2.8580265943253527,0.14461957722619134,0.14848641084186492,0.14623996464609265,0.11582087353612727,0.11854607056050674,0.11600500847020696,0.09810709287766076,0.07100243058112986,0.04117257126021949,0.2634087058996833,0.575362745820137,0.1612285482801797,1.0,0.47094350740222435,0.5290564925977757,,201.5,1,,1,-0.394398923413388,-0.3879341570447971,1.3372395350139181,-0.5331048242279515,-0.5786874527720596,-1.4877069876785147,0,0,0,0,0,0 +290,US_FL_12051,12051,Hendry County,FL,Florida,26.55,-81.17,google,41018.0,3082.0,13.308890330953925,10.621790652977191,2.660881045554876,0.15068994100151153,0.14530206250914232,0.1411331610512458,0.13184455604856404,0.1236042712955288,0.12379930762104442,0.08954605295236238,0.061412062996733144,0.03266858452386757,0.2669315910088254,0.5942147349943927,0.1388536739967819,1.0,0.4729387098347067,0.5270612901652932,,201.5,1,,1,-0.083269791611824,-0.5255145856318603,1.4530615010750447,0.08758295304115997,-1.1075653476944443,-1.390076171201613,0,0,0,0,0,0 +291,US_FL_12053,12053,Hernando County,FL,Florida,28.55,-82.47,google,186704.0,1526.0,122.34862385321101,12.137285110103187,4.8150146864738215,0.09553089382123575,0.10807481360870683,0.1021081497986117,0.09933906075927672,0.11000299940011998,0.13628524295140973,0.14934334561659096,0.1279244151169766,0.07139107892707172,0.18199074470820123,0.544022088439455,0.2739871668523438,1.0,0.5191426000514183,0.48085739994858173,,201.5,1,,1,1.059867148083225,0.9777738801730625,-1.3395404466592087,-1.5649727500982382,2.086603090069197,0.8708089664805675,0,0,0,0,0,0 +292,US_FL_12055,12055,Highlands County,FL,Florida,27.34,-81.34,google,103852.0,2865.0,36.24851657940663,11.550731716705982,3.617612120660963,0.0937873127142472,0.0948561414320379,0.09562646843585101,0.0903112121095405,0.08761506759619458,0.11642529753880522,0.15095520548472827,0.1648210915533644,0.1056022031352309,0.1696722258598775,0.484426876709163,0.3459008974309594,1.0,0.5114200978315295,0.4885799021684705,,201.5,1,,1,0.6174301283085748,0.14215187793563436,-1.7445366437453345,-3.5271009458469744,3.7864375545092814,0.49292540704926285,0,0,0,0,0,0 +293,US_FL_12057,12057,Hillsborough County,FL,Florida,27.91,-82.35,google,1426736.0,3279.0,435.11314425129615,14.17090057674013,6.0779017148469165,0.12496845947673571,0.12534414215383927,0.1447359567572417,0.14418925435399402,0.13450000560720413,0.13111325430913637,0.10344310369963329,0.0594924358816207,0.03221338776059481,0.22524377319980712,0.6313288513081607,0.14342737549203216,1.0,0.5110721254667997,0.48892787453320025,,201.5,1,,1,2.5938225842888234,1.8590950142499818,0.08249025908119524,1.3095377370783985,-0.9994561539544743,0.4758981492999306,0,0,0,0,0,0 +294,US_FL_12059,12059,Holmes County,FL,Florida,30.87,-85.81,google,19427.0,1266.0,15.345181674565561,9.874470603465635,2.793933155107707,0.10608946311834046,0.11267823132753385,0.134194677510681,0.11679621145827972,0.1295619498635919,0.1390333041643074,0.12549544448448036,0.08735265352344675,0.04879806454933855,0.19623204818036752,0.604869511504607,0.1988984403150255,1.0,0.4676995933494621,0.5323004066505379,,201.5,1,,1,-0.646973043942735,-0.43266254625864015,-0.8713288200185882,0.43838357616347606,0.31172082166126125,-1.6464407444121816,0,0,0,0,0,0 +295,US_FL_12061,12061,Indian River County,FL,Florida,27.7,-80.58,google,154241.0,1598.0,96.52127659574468,11.946278076565283,4.580070575691772,0.08552849112752121,0.09699755577310831,0.09275743803528244,0.08852380365791197,0.09814511057371257,0.1367600054460228,0.1654553588215844,0.14390466866786392,0.09192756789699237,0.16312653574600788,0.5183135482783436,0.3185599159756485,1.0,0.5197969411505371,0.48020305884946285,,201.5,1,,1,0.9157906093984014,0.8138152635215997,-1.9597394320076744,-2.411407389007578,3.140175120403622,0.9028277003801032,0,0,0,0,0,0 +296,US_FL_12063,12063,Jackson County,FL,Florida,30.8,-85.21,google,48289.0,2472.0,19.53438511326861,10.784979778867587,3.022100803608305,0.09973285841495994,0.11021143531653171,0.13060945556959142,0.1367392159705109,0.13336370602000455,0.132473234069871,0.12369276646855391,0.0848226304127234,0.04835469775725321,0.1879020066681853,0.6170742819275612,0.19502371140425356,1.0,0.44900494936735075,0.5509950506326493,,201.5,1,,1,0.03982370905041428,-0.2734329665588138,-1.1451957658375203,0.8402166005664476,0.22013333635214777,-2.5612217841725022,0,0,0,0,0,0 +297,US_FL_12065,12065,Jefferson County,FL,Florida,30.42,-83.9,google,14165.0,1649.0,8.590054578532444,9.558600006313569,2.2607265800712733,0.0986939639957642,0.09346981997882103,0.10624779385810096,0.1140840098835157,0.1265090010589481,0.15319449346981998,0.1570773032121426,0.10038828097423226,0.05033533356865513,0.17346981997882102,0.5972679138722202,0.2292622661489587,1.0,0.477020825979527,0.522979174020473,,201.5,1,,1,-0.8852341250507614,-0.8047672657233407,-1.6196830639289552,0.18810660567892395,1.0294346324939831,-1.1903268496871544,0,0,0,0,0,0 +298,US_FL_12069,12069,Lake County,FL,Florida,28.77,-81.72,google,345432.0,2995.0,115.33622704507512,12.7525539815322,4.756484507537923,0.10271196646517983,0.10890710762176058,0.10346175224067256,0.10703119572014173,0.11392111906250724,0.13045693508418443,0.1407078672502837,0.1246323444266889,0.06816971212858103,0.1898376525625883,0.547006357257,0.26315599018041175,1.0,0.51633317121749,0.48366682878251,,201.5,1,,1,1.5239642429078442,0.9369278800807476,-1.0815574960267573,-1.4667179101440002,1.8305851189633517,0.7333357825947026,0,0,0,0,0,0 +299,US_FL_12071,12071,Lee County,FL,Florida,26.58,-81.92,google,740000.0,3139.0,235.74386747371776,13.51440681653079,5.466978828768578,0.09586486486486487,0.1020554054054054,0.10564324324324324,0.10531621621621622,0.10853918918918919,0.13050405405405405,0.15083648648648648,0.13130945945945946,0.06993108108108108,0.17750918918918918,0.545832027027027,0.2766587837837838,1.0,0.5100148648648649,0.48998513513513514,,201.5,1,,1,2.0986295702557753,1.4327550181176911,-1.4868806394679572,-1.5053818629759486,2.149752456668651,0.4241634410240742,0,0,0,0,0,0 +300,US_FL_12073,12073,Leon County,FL,Florida,30.46,-84.28,google,290965.0,1818.0,160.04675467546755,12.58096170083951,5.0816947245370265,0.10278212156101249,0.14065265581771003,0.2450913340092451,0.12014503462615779,0.10219442200952004,0.10725344972763047,0.0998264396061382,0.05470073720206898,0.0273538054405169,0.21530424621518052,0.6527279913391645,0.13196776244565497,1.0,0.5251834413073737,0.47481655869262623,,201.5,1,,1,1.3945322455131954,1.1638798012104468,-0.24429177365941168,2.014088569276645,-1.2703285596640401,1.166404167461004,0,0,0,0,0,0 +301,US_FL_12075,12075,Levy County,FL,Florida,29.28,-82.79,google,40276.0,3658.0,11.010388190267905,10.603535865409372,2.48577195782332,0.10599364385738405,0.10658953222762936,0.10862548415930083,0.10135068030588937,0.10673850432019068,0.14792928791339754,0.1572897010626676,0.11309464693614063,0.05238851921739994,0.19126526963948753,0.5646067136756381,0.24412801668487435,1.0,0.5106018472539477,0.48939815274605225,,201.5,1,,1,-0.09703937149840067,-0.647716600791966,-1.034621700079335,-0.8872392140949429,1.380818365439027,0.4528861254849285,0,0,0,0,0,0 +302,US_FL_12079,12079,Madison County,FL,Florida,30.45,-83.47,google,18474.0,1854.0,9.964401294498382,9.824173745816402,2.3946537788741997,0.10533723070260907,0.10490418967197142,0.1325105553751218,0.12222583089747753,0.1268810219768323,0.13754465735628452,0.13862725993287864,0.0883403702500812,0.04362888383674353,0.1892605824401862,0.6094565335065497,0.20128288405326406,1.0,0.46698062141387897,0.533019378586121,,201.5,1,,1,-0.684911946100423,-0.7113045346310789,-1.100529842288717,0.5894078773315647,0.3680822370984062,-1.6816220452928277,0,0,0,0,0,0 +303,US_FL_12081,12081,Manatee County,FL,Florida,27.48,-82.36,google,385506.0,2312.0,166.74134948096886,12.86231463005672,5.12242320659943,0.09964047252182845,0.10460796978516547,0.10342510881802099,0.10274029457388471,0.11038998096008881,0.13660228375174446,0.1504619902154571,0.1204624571342599,0.0716694422395501,0.18332684834996085,0.5493102571685006,0.26736289448153855,1.0,0.5164303538725726,0.4835696461274273,,201.5,1,,1,1.6067566617539073,1.1923026697600672,-1.2956133397977205,-1.3908637123772933,1.9300242783856139,0.7380912007962057,0,0,0,0,0,0 +304,US_FL_12083,12083,Marion County,FL,Florida,29.21,-82.06,google,353339.0,4307.0,82.0383097283492,12.775186045166672,4.419302064301325,0.10184270629621978,0.10322381622181531,0.10621527767950892,0.10084083557150499,0.10376720373352503,0.12756021837385625,0.14834479069675297,0.13708648068851725,0.07111867073829949,0.18442175927367202,0.5332006939511348,0.2823775467751932,1.0,0.5198803415416923,0.48011965845830773,,201.5,1,,1,1.54103560060265,0.7016209946763367,-1.2596159308794055,-1.9212591467125557,2.284927622086267,0.9069087139907583,0,0,0,0,0,0 +305,US_FL_12085,12085,Martin County,FL,Florida,27.08,-80.4,google,159701.0,1950.0,81.89794871794872,11.981064857606214,4.417610317781415,0.08514661774190518,0.09725674854885066,0.09189673201795856,0.09056298958679032,0.10559733501981829,0.146655312114514,0.15457636458131133,0.13477060256354062,0.09353729782531105,0.1629520165809857,0.5314519007395069,0.30559608267950733,0.9999999999999999,0.5060581962542501,0.49394180374574986,,201.5,1,,1,0.9420302661876341,0.700440388709215,-1.9654771021791368,-1.9788368676307777,2.8337472595384896,0.2305526170325237,0,0,0,0,0,0 +306,US_FL_12086,12086,Miami-Dade County,FL,Florida,25.774167,-80.193611,google,2713295.0,6297.0,430.88693028426235,14.813674690002195,6.068163818532312,0.1146524797340503,0.11398539414254624,0.1350240206096278,0.13821350055928308,0.1426575436876565,0.1404642694583523,0.10285243587593683,0.06793326932751508,0.04421708660503189,0.2058407950480873,0.6305826310813973,0.16357657387051536,1.0,0.5140952237040204,0.4859047762959796,,201.5,1,,1,3.0786668734213873,1.8522993043957392,-0.5554218519727272,1.284968988941436,-0.5231868579659454,0.6238267726740145,0,0,0,0,0,0 +307,US_FL_12087,12087,Monroe County,FL,Florida,25.12,-81.15,google,76483.0,9679.0,7.9019526810620935,11.24483684761285,2.186270655039442,0.08740504425820117,0.07799118758416904,0.11341082332021495,0.12434135690284115,0.1300027457081966,0.16463789338807316,0.15834891413778227,0.09934233751291137,0.04451969718761032,0.1497979943255364,0.6271655139050508,0.22303649176941281,1.0,0.478759985879215,0.521240014120785,,201.5,1,,1,0.38669373539119134,-0.8567272422006772,-2.397942161934935,1.172462937444705,0.8822751711083561,-1.1052249080364662,0,0,0,0,0,0 +308,US_FL_12089,12089,Nassau County,FL,Florida,30.61,-81.77,google,82925.0,1880.0,44.109042553191486,11.325703922832082,3.8090827264819445,0.10510702441965632,0.11283690081398855,0.10508290624057884,0.11359662345492916,0.12084413626771179,0.14707265601447092,0.15271630991860113,0.09975278866445583,0.04299065420560748,0.19537654507084715,0.585521857099789,0.2191015978293639,1.0,0.5083147422369612,0.4916852577630389,,201.5,1,,1,0.4476917419847027,0.27577197828770583,-0.8994552133145042,-0.19862361161364925,0.7892655569582518,0.34097170189483306,0,0,0,0,0,0 +309,US_FL_12091,12091,Okaloosa County,FL,Florida,30.6875,-86.5925,google,203478.0,2802.0,72.61884368308351,12.223318084436714,4.298901021267943,0.129414482155319,0.11192364776536039,0.15615938823853193,0.14088009514542113,0.10784949724294518,0.13475658302126028,0.11348155574558429,0.06815970276884971,0.0373750479167281,0.2189534003676073,0.6187710710740227,0.16227552855836994,1.0,0.49270191372040223,0.5072980862795978,,201.5,1,,1,1.1247617905743614,0.6175976565580232,-0.12431845766980301,0.8960821261657189,-0.5539398399568509,-0.4230075168398976,0,0,0,0,0,0 +310,US_FL_12093,12093,Okeechobee County,FL,Florida,27.39,-80.89,google,41275.0,2309.0,17.875703767864877,10.628036496235605,2.9378755801546887,0.11835251362810419,0.11890975166565718,0.12593579648697759,0.1224954572986069,0.12661417322834645,0.1304421562689279,0.1174076317383404,0.09015142337976983,0.049691096305269536,0.2134803149606299,0.5879733494851604,0.19854633555420956,0.9999999999999999,0.46340399757722595,0.536596002422774,,201.5,1,,1,-0.07855855422348113,-0.3322105672343456,-0.3042571989621493,-0.11791004098703986,0.3033980743539991,-1.8566362191522374,0,0,0,0,0,0 +311,US_FL_12095,12095,Orange County,FL,Florida,28.51,-81.32,google,1355921.0,2601.0,521.3075740099962,14.119992223704124,6.258256636600745,0.12364805914208866,0.12863876287777828,0.16773396090185194,0.15267187395135853,0.1353021304338527,0.12577207669178367,0.09085780071257839,0.04887379131970078,0.026501543969007044,0.22655906944431128,0.6526366949106918,0.12080423564499701,1.0,0.5096388358908815,0.49036116410911845,,201.5,1,,1,2.555422431374468,1.9849578987402954,0.1257332807159217,2.011082702005157,-1.5342023351972722,0.40576329517857623,0,0,0,0,0,0 +312,US_FL_12097,12097,Osceola County,FL,Florida,28.06,-81.15,google,353623.0,3901.0,90.64932068700334,12.775989480745505,4.5179695622233655,0.1303761350364654,0.14265192026536735,0.14021146814545435,0.14549110210591507,0.13931503324161607,0.12293035238092545,0.09359402527550527,0.058401178656365675,0.027028784892385395,0.24449767124875926,0.623275352564737,0.1322269761865037,0.9999999999999999,0.507155925943731,0.49284407405626895,,201.5,1,,1,1.5416416317791486,0.7704773129467106,0.715501060535682,1.0443822572990273,-1.2642014898151268,0.28426759056612283,0,0,0,0,0,0 +313,US_FL_12099,12099,Palm Beach County,FL,Florida,26.71,-80.05,google,1470344.0,6181.0,237.88124898883675,14.201007625096171,5.475966562297124,0.10384236614016856,0.1104877498054877,0.11557295435625949,0.11562668327955906,0.12101793865925253,0.1355594337107507,0.12152530292230934,0.10019968116304756,0.07616788996316508,0.1922325659845587,0.570637211428074,0.23713022258736732,1.0,0.5152515329745965,0.4847484670254036,,201.5,1,,1,2.6165323203483286,1.4390272177113186,-1.002819878283004,-0.6886895432253379,1.2154105707621228,0.6804082083961526,0,0,0,0,0,0 +314,US_FL_12101,12101,Pasco County,FL,Florida,28.3,-82.44,google,525141.0,2248.0,233.60364768683274,13.171423981192147,5.457897484635722,0.10849276670456125,0.11564513149801672,0.1053355194128815,0.1154432809474027,0.12742482495177485,0.13802959586092117,0.12910437387292176,0.10326559914384899,0.057258907607671085,0.20100887190297462,0.5739144344090444,0.22507669368798094,1.0,0.513724885316515,0.486275114683485,,201.5,1,,1,1.8399177373530757,1.4264174912207503,-0.7142810884181351,-0.5807894044722556,0.9304996966293578,0.6057050830869027,0,0,0,0,0,0 +315,US_FL_12103,12103,Pinellas County,FL,Florida,27.9,-82.74,google,968341.0,1574.0,615.210292249047,13.783340609646046,6.423588288796604,0.08848019447694562,0.09303230989909546,0.11242836975817404,0.11350960044034075,0.1172871953165259,0.1551942962241607,0.1479871243704439,0.10307732503322693,0.06900358448108672,0.162906042396222,0.5910194859042425,0.24607447169953559,1.0,0.5198396019584011,0.480160398041599,,201.5,1,,1,2.301486236472401,2.1003366111178985,-1.966988596395503,-0.017618256086141655,1.4268269828585667,0.9049152126222277,0,0,0,0,0,0 +316,US_FL_12105,12105,Polk County,FL,Florida,27.96,-81.7,google,685368.0,5206.0,131.64963503649636,13.43771265833646,4.887711329253136,0.11972108414749448,0.12748479648889355,0.12749646905020368,0.1213698334325501,0.11775425756673787,0.12371601825588589,0.12054545879002229,0.09331920953414807,0.048592872734064034,0.22170892133860934,0.5761062669981674,0.20218481166322327,1.0,0.509896872920825,0.49010312707917497,,201.5,1,,1,2.0407791935166766,1.028506120047588,-0.03372513813295338,-0.508624940270964,0.38940122060132365,0.4183897663097827,0,0,0,0,0,0 +317,US_FL_12107,12107,Putnam County,FL,Florida,29.61,-81.74,google,73384.0,2142.0,34.25957049486461,11.203474834045299,3.5627369958083137,0.11894963479777608,0.11666030742396162,0.11292652349285948,0.10079853919110433,0.10412351466259676,0.14508612231549112,0.14933773029543224,0.10059413496129947,0.05152349285947891,0.21227788073694537,0.5609356262945601,0.22678649296849449,0.9999999999999999,0.5051646135397362,0.4948353864602638,,201.5,1,,1,0.35549438300365216,0.10385660196779736,-0.3437896536212349,-1.008107046431366,0.970914450820347,0.18682712402623472,0,0,0,0,0,0 +318,US_FL_12109,12109,St. Johns County,FL,Florida,29.91,-81.41,google,243693.0,2127.0,114.57122708039492,12.40366861887525,4.749887024568735,0.11017550770846926,0.13127993007595623,0.09414304062898811,0.1158711985982363,0.13620005498721752,0.14578178281690488,0.13713155486616357,0.08699880587460453,0.0424181244434596,0.21519945176923427,0.5868178404796198,0.1979827077511459,1.0,0.5127804245505616,0.48721957544943845,,201.5,1,,1,1.2608001357105147,0.9323237460277208,-0.24773710281030645,-0.155954318948056,0.2900755286168274,0.5594899852054803,0,0,0,0,0,0 +319,US_FL_12111,12111,St. Lucie County,FL,Florida,27.38,-80.44,google,313163.0,1782.0,175.7368125701459,12.654482293963651,5.174661691357503,0.10642061801681553,0.11400772121866248,0.11171179226153792,0.10966812809942426,0.11503274652497261,0.137155411079853,0.1372863333152384,0.1071167411220355,0.061600508361460325,0.1976267949917455,0.5650127888671395,0.237360416141115,1.0,0.5117941774730731,0.48820582252692685,,201.5,1,,1,1.4499888032282786,1.2287579342414465,-0.8254737004655622,-0.8738694892511947,1.2208516865685748,0.5112301666248846,0,0,0,0,0,0 +320,US_FL_12113,12113,Santa Rosa County,FL,Florida,30.7,-87.02,google,174049.0,3040.0,57.25296052631579,12.067097893239586,4.064794915640397,0.11654763888330298,0.12601623680687624,0.12628053019551966,0.13406569414360323,0.13071606271797023,0.1471137438307603,0.11634654608759602,0.07088808324092641,0.03202546409344495,0.21736062832880396,0.6215525512930267,0.16108682037816938,1.0,0.48983906830834995,0.51016093169165,,201.5,1,,1,1.0069249549172226,0.4542238520366536,-0.17668405669052037,0.9876603017467429,-0.5820374941406768,-0.5630945227874952,0,0,0,0,0,0 +321,US_FL_12115,12115,Sarasota County,FL,Florida,27.19,-82.37,google,419680.0,1878.0,223.47177848775294,12.947250177865685,5.413749990985272,0.07418747617232177,0.08593928707586733,0.08491707967975601,0.08138105223027069,0.09617804041174229,0.13560808234845598,0.1734273732367518,0.16129908501715592,0.10706252382767822,0.14293890583301563,0.5019857987037742,0.35507529546321004,0.9999999999999999,0.5234750285932139,0.4765249714067861,,201.5,1,,1,1.6708235158008644,1.3956086236842842,-2.623448555126526,-2.948986447512755,4.003294027400263,1.0828067713033516,0,0,0,0,0,0 +322,US_FL_12117,12117,Seminole County,FL,Florida,28.71,-81.23,google,462801.0,893.0,518.2541993281075,13.045054595813497,6.252393550018864,0.11109742632362506,0.12261857688293673,0.13725769823314987,0.1410217350437877,0.13620757085658847,0.13991542801333617,0.11111903388281356,0.06403616241105789,0.03672636835270451,0.20919228782997443,0.6344856644648563,0.15632204770516916,1.0,0.5165611137400308,0.48343888625996917,,201.5,1,,1,1.7445973540988566,1.9808662721739894,-0.4452347549735948,1.4134734715715533,-0.6946630628550399,0.7444896455928406,0,0,0,0,0,0 +323,US_FL_12119,12119,Sumter County,FL,Florida,28.71,-82.08,google,124995.0,1503.0,83.16367265469061,11.736037015772427,4.432763386995074,0.03929757190287612,0.038545541821672864,0.05163406536261451,0.06105044201768071,0.059802392095683825,0.0876195047801912,0.2542661706468259,0.3017800712028481,0.10600424016960679,0.0701340053602144,0.39494859794391773,0.5349173966958678,1.0,0.5006280251210048,0.49937197487899515,,201.5,1,,1,0.7572058506730146,0.7110151430966535,-5.017056762718038,-6.473106985172997,8.254245818844362,-0.03516079265315191,0,0,0,0,0,0 +324,US_FL_12121,12121,Suwannee County,FL,Florida,30.19,-82.99,google,44124.0,1792.0,24.622767857142858,10.694781794235597,3.2434813256505115,0.11256912337956668,0.11771371589157828,0.12430876620433325,0.1182123107605838,0.11388360076149034,0.13536850693500135,0.1334421176683891,0.09307859668207778,0.05142326171697942,0.2067400960928293,0.5820369866739189,0.21122291723325173,0.9999999999999999,0.47987489801468586,0.5201251019853141,,201.5,1,,1,-0.028212599254144443,-0.1189398659367228,-0.5258555130613203,-0.31336038865667815,0.6030361303406707,-1.050669149525987,0,0,0,0,0,0 +325,US_FL_12125,12125,Union County,FL,Florida,30.04,-82.37,google,15448.0,647.0,23.876352395672335,9.64529955531205,3.213917649232008,0.10324961160020715,0.10719834282755049,0.14493785603314344,0.14293112377006734,0.13322112894873123,0.1604738477472812,0.11406007250129467,0.06512169860176074,0.02880631796996375,0.18900828586224755,0.6600336613153807,0.15095805282237182,1.0,0.3456110823407561,0.6543889176592439,,201.5,1,,1,-0.8198366855226632,-0.13957123853242032,-1.108824602061472,2.2546223409165993,-0.8214525270574504,-7.620571899314226,0,0,0,0,0,0 +326,US_FL_12127,12127,Volusia County,FL,Florida,29.07,-81.14,google,537868.0,1432.0,375.60614525139664,13.19537031507055,5.931199933804727,0.09647348420058453,0.10507410740181605,0.12033621632073296,0.10624539849926004,0.11057359798314828,0.1445559133467691,0.14903842578476503,0.10559282203068411,0.06211003443223988,0.1805327701220374,0.5772451605226562,0.24222206935530652,1.0,0.5125848721247592,0.4874151278752408,,201.5,1,,1,1.857980448633845,1.7567173849494697,-1.3874743070619895,-0.4711277147141784,1.3357672335878537,0.5499210599253663,0,0,0,0,0,0 +327,US_FL_12129,12129,Wakulla County,FL,Florida,30.15,-84.38,google,32050.0,736.0,43.546195652173914,10.375083663110118,3.7965267552575255,0.11141965678627146,0.12327613104524181,0.11741029641185648,0.14106084243369735,0.14645865834633384,0.14561622464898596,0.11925117004680187,0.06951638065522621,0.025990639625585024,0.2100405616224649,0.634826833073323,0.15513260530421216,1.0,0.45975039001560064,0.5402496099843994,,201.5,1,,1,-0.2693607879014771,0.2670096404456602,-0.417346040082095,1.424706195254227,-0.7227780719130499,-2.0354174212600666,0,0,0,0,0,0 +328,US_FL_12131,12131,Walton County,FL,Florida,30.61,-86.17,google,68021.0,1240.0,54.855645161290326,11.127586461245654,4.022770597601352,0.11581717410799607,0.10436482850884286,0.10627600299907382,0.12753414386733508,0.12322665059319916,0.15173255318210552,0.14516105320415754,0.0876052983637406,0.03828229517354934,0.19930903691507035,0.6022228429455609,0.19846812013936874,1.0,0.4926713808970759,0.5073286191029241,,201.5,1,,1,0.29825180990632927,0.424896668527062,-0.7701665982145381,0.35124397461279805,0.3015492861361279,-0.4245015729928791,0,0,0,0,0,0 +329,US_FL_12133,12133,Washington County,FL,Florida,30.61,-85.67,google,24546.0,616.0,39.8474025974026,10.10834492616302,3.7098432353775563,0.10413101931068199,0.11492707569461419,0.13631548928542328,0.12670088812841196,0.135500692577202,0.14393383850729244,0.12075287215839647,0.08188706917624053,0.035851055161737144,0.19607267986637333,0.6258127597164508,0.1781145604171759,1.0,0.45962682310763464,0.5403731768923653,,201.5,1,,1,-0.4705617240171259,0.2065164875903251,-0.8765683753497436,1.1279245079584284,-0.17955052625645762,-2.041463894498994,0,0,0,0,0,0 +330,US_GA_13001,13001,Appling County,GA,Georgia,31.75,-82.29,google,18438.0,1326.0,13.904977375565611,9.822223265705164,2.701695209219833,0.1383013342011064,0.1333658748237336,0.12116281592363597,0.11606464909426185,0.12067469356763207,0.13276928083306216,0.1242542575116607,0.07723180388328452,0.036175290161622735,0.24499403406009326,0.579471743139169,0.1755342228007376,0.9999999999999999,0.5005423581733377,0.4994576418266623,,201.5,1,,1,-0.6863831925670882,-0.4970319231296257,0.7318199908746653,-0.39781913160525656,-0.240542311483315,-0.03935271519176707,0,0,0,0,0,0 +331,US_GA_13005,13005,Bacon County,GA,Georgia,31.56,-82.45,google,11205.0,741.0,15.121457489878543,9.32420462812523,2.7801511479961643,0.14332887103971442,0.13726015171798303,0.12565818830879072,0.12378402498884426,0.13163766175814368,0.12021419009370816,0.11709058456046408,0.0678268630075859,0.03319946452476573,0.25313699241410087,0.5872913877733155,0.15957161981258366,1.0,0.5103078982597055,0.48969210174029454,,201.5,1,,1,-1.062038476951208,-0.4422804882158464,0.9995361998613121,-0.14036312512554228,-0.617852492489373,0.43850238183906043,0,0,0,0,0,0 +332,US_GA_13007,13007,Baker County,GA,Georgia,31.33,-84.45,google,3159.0,904.0,3.4944690265486726,8.058327306580958,1.5028475355955502,0.1085786641342197,0.11174422285533396,0.1177587844254511,0.10034821145932257,0.1133270022158911,0.15384615384615385,0.16081038303260525,0.08325419436530547,0.050332383665717,0.1979740424184869,0.588034188034188,0.2139917695473251,1.0,0.50997150997151,0.49002849002849,,201.5,1,,1,-2.016889298460466,-1.3336624114997118,-0.8140572396872974,-0.11590697683189002,0.6684838626796484,0.4220419652441727,0,0,0,0,0,0 +333,US_GA_13009,13009,Baldwin County,GA,Georgia,33.07,-83.25,google,44963.0,693.0,64.88167388167388,10.713617448581688,4.187860313026641,0.10304027756155061,0.14930053599626358,0.18646442630607388,0.10931210106087227,0.105531214554189,0.12801636901452304,0.11649578542357049,0.067477703889865,0.0343615861930921,0.22248070635856151,0.6174321108466961,0.16008718279474235,1.0,0.4934946511576185,0.5065053488423815,,201.5,1,,1,-0.01400487175959619,0.5401065423749919,-0.008351146186575424,0.8519978526352624,-0.6056660613501235,-0.3842166643493377,0,0,0,0,0,0 +334,US_GA_13011,13011,Banks County,GA,Georgia,34.35,-83.5,google,18628.0,606.0,30.739273927392738,9.832474785289708,3.457554839203113,0.11359244148593516,0.1324887266480567,0.11498818982177367,0.11826283014816405,0.13694438479707965,0.14537255744041228,0.12695941593300408,0.08106076873523728,0.03033068499033713,0.2195834228043805,0.6055454155035431,0.17487116169207645,1.0,0.492645479922697,0.507354520077303,,201.5,1,,1,-0.6786504749250034,0.030453949583782506,-0.10360519708110771,0.4606372145922461,-0.25621517555897233,-0.4257689798659808,0,0,0,0,0,0 +335,US_GA_13013,13013,Barrow County,GA,Georgia,33.99,-83.71,google,78899.0,422.0,186.96445497630333,11.275936506833965,5.236252875679118,0.14324642897882103,0.1413579386304009,0.13104095108936742,0.14837957388560058,0.13527421133347697,0.1249572237924435,0.09723824129583392,0.05442401044373186,0.02408142055032383,0.25633277988314174,0.6165426684748856,0.12712455164197264,1.0,0.5096008821404581,0.49039911785954193,,201.5,1,,1,0.41015219747953396,1.2717400943206376,1.104604170093234,0.8227136214772074,-1.3848081809603918,0.40390611237753343,0,0,0,0,0,0 +336,US_GA_13015,13015,Bartow County,GA,Georgia,34.24,-84.84,google,105098.0,1218.0,86.28735632183908,11.562658042071918,4.469205622137164,0.1310586309920265,0.13711012578736037,0.132057698528992,0.1266056442558374,0.13603493881900702,0.14129669451369198,0.10707149517593104,0.06204685151001922,0.026717920417134482,0.2407467316219148,0.616952748862966,0.1423005195151192,1.0,0.50751679384955,0.49248320615045005,,201.5,1,,1,0.6264261513666056,0.736446801892848,0.5921813414138994,0.8362152144511144,-1.0260917993396481,0.30192586308615754,0,0,0,0,0,0 +337,US_GA_13017,13017,Ben Hill County,GA,Georgia,31.76,-83.22,google,17037.0,658.0,25.89209726443769,9.743201422602786,3.2918324614542467,0.1396959558607736,0.13394376944297706,0.12191113458942301,0.11938721605916534,0.11610025239185302,0.1330046369666021,0.12396548688149323,0.07595233902682397,0.036039208780888655,0.24685097141515527,0.5791747373363855,0.17397429124845923,1.0,0.525620707871104,0.47437929212889596,,201.5,1,,1,-0.7459893412193395,-0.08519743539220233,0.7928705584215601,-0.40759782762835384,-0.27741462214492874,1.1878008392673465,0,0,0,0,0,0 +338,US_GA_13019,13019,Berrien County,GA,Georgia,31.27,-83.23,google,19108.0,1186.0,16.111298482293424,9.857914707241372,2.8397389752813575,0.12779987439815785,0.13638266694578188,0.11775172702532971,0.11916474774963366,0.12434582373874817,0.14193008164119741,0.11466401507222106,0.07792547624031819,0.0400355871886121,0.23690600795478334,0.5878009210801759,0.17529307096504082,1.0,0.5055474146954155,0.49445258530458447,,201.5,1,,1,-0.659461150682237,-0.4006963953078533,0.4659097905562584,-0.1235871184794283,-0.24624244966530331,0.20555865159899228,0,0,0,0,0,0 +339,US_GA_13021,13021,Bibb County,GA,Georgia,32.8,-83.7,google,152840.0,661.0,231.22541603630862,11.937153444329278,5.447708520794463,0.13831457733577598,0.13680319288144466,0.14638838000523424,0.12250719706883015,0.1137660298351217,0.12796388380005233,0.1129678094739597,0.06402119863909972,0.03726773096048155,0.24775713164093166,0.5944700340225072,0.1577728343365611,0.9999999999999999,0.5311109657157812,0.4688890342842188,,201.5,1,,1,0.9089079024897326,1.4193069983849702,0.8226624067686592,0.09598848440629286,-0.6603706252809239,1.4564544592299349,0,0,0,0,0,0 +340,US_GA_13023,13023,Bleckley County,GA,Georgia,32.44,-83.33,google,12764.0,568.0,22.471830985915492,9.454462329675584,3.155801020706479,0.10929175806957067,0.1598245064243184,0.1434503290504544,0.1093701034158571,0.1132090253838922,0.13788780946411783,0.10717643371983704,0.07395800689439047,0.04583202757756189,0.23715136320902538,0.5894703854591037,0.17337825133187088,1.0,0.5213099341899091,0.4786900658100909,,201.5,1,,1,-0.9637851381667407,-0.18012863742092525,0.4739763402873286,-0.06862124060794589,-0.2915032973429326,0.9768626671348194,0,0,0,0,0,0 +341,US_GA_13027,13027,Brooks County,GA,Georgia,30.728889,-83.715,google,15617.0,1289.0,12.115593483320403,9.65617937422262,2.5738018645496856,0.12281488121918423,0.11692386501888967,0.11685983223410386,0.11423448805788564,0.11577127489274508,0.15201383108151373,0.13344432349362872,0.09035025933277838,0.037587244669270665,0.21635397323429598,0.5889863610168407,0.19465966574886343,1.0,0.5105333930972658,0.4894666069027342,,201.5,1,,1,-0.8116300419184023,-0.5862838554349159,-0.20977987690015415,-0.08455738678515819,0.2115283405233561,0.44953647278839187,0,0,0,0,0,0 +342,US_GA_13029,13029,Bryan County,GA,Georgia,32.02,-81.44,google,36999.0,1177.0,31.43500424808836,10.51867319162636,3.479238217637366,0.15681504905537988,0.16027460201627072,0.11659774588502392,0.159409713776048,0.1391118678883213,0.1162734127949404,0.0850022973593881,0.04537960485418525,0.021135706370442445,0.28503473066839646,0.6059488094272818,0.10901645990432174,1.0,0.5048514824724992,0.4951485175275007,,201.5,1,,1,-0.16105125669303264,0.045585960003521594,2.04823879533579,0.47391866068129557,-1.812831566386801,0.17150474808035512,0,0,0,0,0,0 +343,US_GA_13031,13031,Bulloch County,GA,Georgia,32.39,-81.74,google,75991.0,1784.0,42.59585201793722,11.238383350570018,3.774962008625883,0.11261859957100183,0.1639404666342067,0.24092326722901397,0.11648747878038189,0.10161729678514561,0.10442026029398219,0.08760247924096275,0.049150557302838495,0.02323959416246661,0.2437709728783672,0.6400376360358463,0.11619139108578648,0.9999999999999999,0.5090076456422471,0.4909923543577529,,201.5,1,,1,0.3818258648257888,0.251960418678006,0.691609383292559,1.596268022428021,-1.6432367587734373,0.3748773969242471,0,0,0,0,0,0 +344,US_GA_13033,13033,Burke County,GA,Georgia,33.06,-82.0,google,22545.0,2163.0,10.423023578363384,10.023312945604477,2.435630930862731,0.14260368152583722,0.14202705699711687,0.1263694832557108,0.1147039254823686,0.11567975160789531,0.1405633178088268,0.12375249500998003,0.06427145708582835,0.030028831226436018,0.25622532712353074,0.5875981370592149,0.15617653581725438,1.0,0.5223774672876469,0.47762253271235305,,201.5,1,,1,-0.5347013172534085,-0.68270812873696,1.101071443509406,-0.13026363213920897,-0.6981025468043935,1.0291000372640162,0,0,0,0,0,0 +345,US_GA_13035,13035,Butts County,GA,Georgia,33.29,-83.96,google,24067.0,492.0,48.916666666666664,10.088638436340242,3.910354948327449,0.11534466281630448,0.11492915610587111,0.14758798354593428,0.13341920472015623,0.13341920472015623,0.14069057215274028,0.11231146383014086,0.0683093031952466,0.03398844891344995,0.20728798770100137,0.6342585282752317,0.158453484023767,1.0,0.46985498815805876,0.5301450118419413,,201.5,1,,1,-0.485426322407584,0.3464460349547929,-0.5078424694107614,1.4059951807995623,-0.6442820176226395,-1.5409712684495067,0,0,0,0,0,0 +346,US_GA_13037,13037,Calhoun County,GA,Georgia,31.53,-84.62,google,6389.0,734.0,8.704359673024523,8.762489547371581,2.2725752353638384,0.09078102989513226,0.10643293160118955,0.14963218030990766,0.15761465017999687,0.15197996556581625,0.13257160745030522,0.11065894506182501,0.05869463139771482,0.04163405853811238,0.1759273751760839,0.6684144623571764,0.15565816246673972,1.0,0.3961496321803099,0.60385036781969,,201.5,1,,1,-1.4857399661740738,-0.7964985369414935,-1.5388859712528218,2.5305540063914824,-0.7103554069962151,-5.147579783794705,0,0,0,0,0,0 +347,US_GA_13039,13039,Camden County,GA,Georgia,30.92,-81.64,google,53005.0,2027.0,26.149481993093243,10.878160393673937,3.30135796675385,0.14421281011225356,0.1232713894915574,0.18798226582397887,0.1351947929440619,0.10466937081407414,0.121818696349401,0.09812281860201867,0.061994151495141966,0.0227337043675125,0.2428299217054995,0.6233808131308368,0.1337892651636638,1.0000000000000002,0.4865956041882841,0.5134043958117159,,201.5,1,,1,0.11010981425375282,-0.07854994520132033,0.6606704245615981,1.0478544683085391,-1.2272734563863998,-0.7218062630601767,0,0,0,0,0,0 +348,US_GA_13043,13043,Candler County,GA,Georgia,32.4,-82.07,google,10706.0,644.0,16.624223602484474,9.27865301215827,2.8692742968051954,0.132168877265085,0.13898748365402577,0.12011955912572389,0.11302073603586774,0.12049318139361107,0.12805903231832616,0.12703157108163646,0.08238371006912013,0.03773584905660377,0.24335886418830563,0.5730057911451523,0.18363534466654213,1.0,0.5098075845320381,0.4901924154679619,,201.5,1,,1,-1.0963980449653234,-0.38008481052164456,0.6780604774284594,-0.6107058107773239,-0.04905501083396537,0.4140206365627213,0,0,0,0,0,0 +349,US_GA_13045,13045,Carroll County,GA,Georgia,33.58,-85.08,google,117390.0,1305.0,89.95402298850574,11.673265522449455,4.51035413695461,0.12895476616406848,0.15054093193628076,0.16313996081437943,0.12384359826220291,0.12472101541868984,0.12329840701933725,0.0992929551069086,0.05910213817190561,0.027106227106227107,0.2493875117130931,0.6147576454553199,0.13585484283158702,0.9999999999999999,0.512394582162024,0.48760541783797595,,201.5,1,,1,0.7098573351836279,0.7651627954296656,0.8762644458742157,0.7639430609730956,-1.1784491208851937,0.5406096416317947,0,0,0,0,0,0 +350,US_GA_13047,13047,Catoosa County,GA,Georgia,34.9,-85.14,google,66495.0,421.0,157.94536817102139,11.104897074458899,5.06856054676879,0.11796375667343409,0.13602526505752313,0.11545228964583804,0.12113692758854049,0.1372133243100985,0.13706293706293707,0.11787352432513723,0.07818632979923303,0.03908564553725844,0.22678396871945258,0.5970072937814873,0.17620873749906008,1.0,0.5151966313256636,0.48480336867433643,,201.5,1,,1,0.28113721337777703,1.1547139548712202,0.13312729880211777,0.1795258822691318,-0.22459871737750617,0.6777217176802339,0,0,0,0,0,0 +351,US_GA_13049,13049,Charlton County,GA,Georgia,30.78,-82.14,google,12810.0,2028.0,6.316568047337278,9.458059455856434,1.9901413720383974,0.10944574551131928,0.1039032006245121,0.16463700234192039,0.1379391100702576,0.13427010148321625,0.13973458235753317,0.10101483216237314,0.07431693989071038,0.034738485558157686,0.19256830601092897,0.6478688524590165,0.15956284153005465,1.0000000000000002,0.4204527712724434,0.5795472287275566,,201.5,1,,1,-0.96107182714489,-0.9935984573107496,-0.9917817465429972,1.8541050214885078,-0.6180599859271539,-3.9583594451022366,0,0,0,0,0,0 +352,US_GA_13051,13051,Chatham County,GA,Georgia,31.97,-81.09,google,289309.0,1638.0,176.62332112332112,12.575254056561091,5.1796651345686335,0.12434455893179956,0.12254025972230384,0.1687538237662845,0.14324476597686212,0.11302102596186085,0.12102285100014172,0.10870038609237874,0.06380029656872065,0.03457203197964806,0.22237676670964265,0.6249007116957993,0.15272252159455807,1.0,0.5184491322426886,0.4815508677573114,,201.5,1,,1,1.390226971427487,1.2322496481842238,-0.01176837215805119,1.0978960025594373,-0.7797455427825677,0.8368756536174241,0,0,0,0,0,0 +353,US_GA_13053,13053,Chattahoochee County,GA,Georgia,32.35,-84.79,google,10205.0,651.0,15.675883256528417,9.230731061623917,2.813963559306136,0.1458108770210681,0.12444879960803527,0.38481136697697205,0.15100440960313571,0.07437530622243999,0.050661440470357665,0.033121019108280254,0.022831945124938757,0.012934835864772171,0.24536991670749633,0.7023027927486526,0.05232729054385105,1.0,0.3457128858402744,0.6542871141597256,,201.5,1,,1,-1.132545555515738,-0.41868408409411867,0.7441778923905301,3.6463021787260406,-3.1528010418135612,-7.615590370314279,0,0,0,0,0,0 +354,US_GA_13055,13055,Chattooga County,GA,Georgia,34.48,-85.35,google,24746.0,812.0,30.47536945812808,10.11645954852884,3.4492053180069706,0.1212721247878445,0.12511112907136507,0.128222743069587,0.12078719793097874,0.1306473773539158,0.13472884506586924,0.12321183221530753,0.07605269538511275,0.0399660551200194,0.22136102804493657,0.6010143053422776,0.1776246666127859,1.0,0.487109027721652,0.512890972278348,,201.5,1,,1,-0.46444086720077304,0.024627134259641453,-0.045162833091581533,0.3114537693567694,-0.19113021160886023,-0.696683018448453,0,0,0,0,0,0 +355,US_GA_13057,13057,Cherokee County,GA,Georgia,34.24,-84.47,google,247763.0,1124.0,220.4297153024911,12.42023195917288,5.400105226726854,0.12752105843083913,0.14556249318905568,0.11386284473468597,0.1292081545670661,0.15095877915588687,0.14191788120098642,0.10625476766103091,0.06142160048110493,0.02329242057934397,0.24397105298208369,0.6181875421269519,0.13784140489096436,1.0,0.5079370204590677,0.49206297954093225,,201.5,1,,1,1.2732938575119572,1.386086458328027,0.6981874209702631,0.8768698678845519,-1.1314924878874502,0.32248872243547083,0,0,0,0,0,0 +356,US_GA_13059,13059,Clarke County,GA,Georgia,33.955464,-83.383245,google,126815.0,314.0,403.86942675159236,11.750492495990162,6.0035646120410044,0.10397035051058628,0.14361865709892363,0.2850451445018334,0.13241335804124119,0.09811930765288018,0.08809683397074479,0.08055040807475457,0.045183929345897565,0.02300201080313843,0.2188652761897252,0.6726735796238615,0.10846114418641328,1.0,0.5236919922722075,0.47630800772779247,,201.5,1,,1,0.7681096143524029,1.8072179593139612,-0.12721571807529775,2.6707822870759093,-1.8259576382558464,1.0934234088841424,0,0,0,0,0,0 +357,US_GA_13061,13061,Clay County,GA,Georgia,31.62,-84.99,google,2955.0,562.0,5.258007117437723,7.991592282068092,1.8338617825802914,0.11099830795262268,0.12318104906937394,0.09610829103214891,0.11133671742808798,0.08426395939086294,0.12791878172588833,0.17021996615905247,0.12148900169204738,0.0544839255499154,0.20954314720812184,0.5293739424703892,0.261082910321489,1.0,0.5333333333333333,0.4666666666666667,,201.5,1,,1,-2.0672275041420516,-1.102660077170545,-0.4336995439947976,-2.047252104208462,1.7815834531704589,1.565201101415757,0,0,0,0,0,0 +358,US_GA_13063,13063,Clayton County,GA,Georgia,33.54,-84.36,google,284184.0,374.0,759.8502673796792,12.557380713519656,6.634436580788391,0.1567822256003153,0.15224643188919854,0.15542746952678546,0.13889592658277736,0.13191101539847422,0.12476423725473637,0.08784449511584044,0.03767629423190609,0.01445190439996622,0.27857937111167413,0.6253701826985334,0.09605044618979253,1.0,0.5316731413450441,0.46832685865495594,,201.5,1,,1,1.3767451150139356,2.247479666388464,1.836005806655346,1.1133529875219181,-2.11931096609289,1.4839632797860838,0,0,0,0,0,0 +359,US_GA_13065,13065,Clinch County,GA,Georgia,30.92,-82.7,google,6643.0,2135.0,3.1114754098360655,8.801469470733185,1.4137819445854545,0.14315821165136233,0.1392443173265091,0.12945958151437603,0.11711576095137739,0.12298660243865724,0.12479301520397411,0.11877163931958452,0.07391238898088213,0.030558482613277135,0.25455366551256964,0.5815896432334788,0.16385669125395153,1.0,0.5106126749962366,0.48938732500376336,,201.5,1,,1,-1.4563374235968916,-1.3958179217810787,1.046112190405187,-0.32808884002359456,-0.5165656859224085,0.45341595709652616,0,0,0,0,0,0 +360,US_GA_13067,13067,Cobb County,GA,Georgia,33.94,-84.58,google,752649.0,881.0,854.3121452894438,13.53135559128865,6.751466484520342,0.1285765343473518,0.13674900252308844,0.13788897613628665,0.14348653887801618,0.14393561939230637,0.13606740990820423,0.09907274174283098,0.050873647609974905,0.023349529461940428,0.2379757363658226,0.6382647156908465,0.12375954794333083,1.0,0.5163668589209578,0.48363314107904215,,201.5,1,,1,2.1114140251359483,2.3291504137797223,0.5010792734884402,1.5378959335178577,-1.464347223280922,0.7349842158269635,0,0,0,0,0,0 +361,US_GA_13069,13069,Coffee County,GA,Georgia,31.55,-82.85,google,42880.0,1561.0,27.46957078795644,10.666184116368278,3.3488358252351875,0.13701026119402984,0.13509794776119402,0.14715485074626866,0.13395522388059702,0.1300839552238806,0.1282882462686567,0.10179570895522388,0.05963152985074627,0.026982276119402984,0.2450886194029851,0.6173997201492537,0.1375116604477612,1.0,0.4881063432835821,0.511893656716418,,201.5,1,,1,-0.04978381768118364,-0.04541694189997203,0.7349296751348385,0.8509314129182699,-1.1392867013777597,-0.6478815880716794,0,0,0,0,0,0 +362,US_GA_13071,13071,Colquitt County,GA,Georgia,31.19,-83.77,google,45480.0,1441.0,31.56141568355309,10.725049935309642,3.483128019413749,0.1474934036939314,0.1407651715039578,0.12867194371152155,0.12873790677220756,0.12449428320140721,0.12330694810905893,0.10725593667546174,0.0658311345646438,0.03344327176781003,0.26010554089709764,0.5869920844327177,0.1529023746701847,1.0,0.5048592788038698,0.4951407211961302,,201.5,1,,1,-0.0053813510137132444,0.04830050567219687,1.228641311407091,-0.15021746587906668,-0.7754943315879061,0.17188624430592325,0,0,0,0,0,0 +363,US_GA_13073,13073,Columbia County,GA,Georgia,33.55,-82.26,google,151529.0,797.0,190.1242158092848,11.928538904130209,5.252923561215484,0.13497086366306119,0.14315411571382375,0.12637184961294537,0.14462578120359798,0.13481907753631317,0.1291567950689307,0.1046664334879792,0.05542833385028608,0.026806749863062515,0.24949415623412025,0.6159375433085416,0.1345683004573382,1.0,0.5114730513631054,0.4885269486368946,,201.5,1,,1,0.9024099578263658,1.2833739357907465,0.8797705999815292,0.8027903236757961,-1.2088592949940173,0.4955165709526942,0,0,0,0,0,0 +364,US_GA_13075,13075,Cook County,GA,Georgia,31.166667,-83.433333,google,17213.0,604.0,28.498344370860927,9.75347828520942,3.384334138749155,0.13640852843780862,0.14256666473014581,0.12438273398013129,0.11961889269737988,0.12775228025329693,0.13117992215186197,0.11235693952245396,0.07023761110788358,0.035496427119037936,0.2504618602219253,0.5876256317899262,0.1619125079881485,1.0,0.5209434729564864,0.47905652704351365,,201.5,1,,1,-0.7382375073445437,-0.0206440103383494,0.9115858238563909,-0.12935838849971515,-0.5625206057104579,0.9589306975042072,0,0,0,0,0,0 +365,US_GA_13077,13077,Coweta County,GA,Georgia,33.35,-84.76,google,143153.0,1155.0,123.94199134199134,11.8716762528533,4.827849560324765,0.12812166004205292,0.14330820869978275,0.12016513799920366,0.12833821156385125,0.14306371504613943,0.14544578178592135,0.10517418426438845,0.06123518193820598,0.0251479186604542,0.2427682270018791,0.6182615802672665,0.1389701927308544,1.0,0.5123748716408318,0.48762512835916816,,201.5,1,,1,0.8595184798285496,0.9867308536187553,0.6586420865240253,0.8793075188040504,-1.1048111787987998,0.5396451508884739,0,0,0,0,0,0 +366,US_GA_13081,13081,Crisp County,GA,Georgia,31.93,-83.77,google,22710.0,728.0,31.195054945054945,10.030604667595593,3.471812867621862,0.13086745926904447,0.13183619550858652,0.12166446499339498,0.11721708498458829,0.11382650814619111,0.13108762659621312,0.13306913254073097,0.07476882430647291,0.045662703654777634,0.23633641567591374,0.5766974900924703,0.18696609423161603,1.0,0.528181417877587,0.471818582122413,,201.5,1,,1,-0.5292011739022814,0.04040408882299914,0.44718329350964314,-0.4891593578923057,0.029674361951695854,1.3131035176439245,0,0,0,0,0,0 +367,US_GA_13083,13083,Dade County,GA,Georgia,34.85,-85.5,google,16254.0,451.0,36.03991130820399,9.696155832738006,3.6119960152881787,0.1024978466838932,0.12846068660022147,0.14101144333702473,0.10920388827365572,0.12236987818383167,0.13984250030761658,0.13276731881383044,0.08373323489602559,0.04011320290390058,0.2052663959640704,0.6045035068290883,0.1902300972068414,1.0,0.5118740002460933,0.48812599975390675,,201.5,1,,1,-0.7814758132227813,0.1382326102220259,-0.5743063824508583,0.42633314337264616,0.10682603666919249,0.5151361174078924,0,0,0,0,0,0 +368,US_GA_13085,13085,Dawson County,GA,Georgia,34.44,-84.17,google,24406.0,554.0,44.05415162454874,10.102625255383492,3.80786513573608,0.10759649266573794,0.1200524461198066,0.11521756945013521,0.11345570761288208,0.1277964434975006,0.15000409735310988,0.136728673277063,0.09661558633123002,0.03253298369253462,0.20363844956158322,0.5988486437761207,0.19751290666229615,1.0,0.5027042530525281,0.4972957469474719,,201.5,1,,1,-0.4748760696884214,0.2749222677174983,-0.6278284097485689,0.2401509666981122,0.27897077746801474,0.06643482734344726,0,0,0,0,0,0 +369,US_GA_13087,13087,Decatur County,GA,Georgia,30.88,-84.58,google,26706.0,1614.0,16.54646840148699,10.192680982311837,2.864852698977762,0.13277915075263985,0.13742230210439602,0.13255448213884521,0.11424399011458099,0.12311840035946978,0.13513817119748373,0.11117351905938741,0.07320452332809106,0.04036546094510597,0.24271699243615666,0.5881262637609526,0.16915674380289072,0.9999999999999999,0.516850146034599,0.48314985396540105,,201.5,1,,1,-0.4069470663200362,-0.3831704765583968,0.6569576466548785,-0.11287545174147971,-0.3912876352143931,0.7586328014187784,0,0,0,0,0,0 +370,US_GA_13089,13089,DeKalb County,GA,Georgia,33.77,-84.23,google,751176.0,702.0,1070.051282051282,13.529396588729078,6.976395951702247,0.13634088416030332,0.12028738937346241,0.14958678126031716,0.15746642597740076,0.13510548792826182,0.1273389991160527,0.0998101643289988,0.04864372663663376,0.025420141218569284,0.23257079565907324,0.6434602543212243,0.12396895001970244,1.0,0.5272506043856566,0.47274939561434337,,201.5,1,,1,2.109936350189482,2.4861201891043203,0.32338092690456033,1.7089551938641774,-1.4593975584049959,1.2675562189210514,0,0,0,0,0,0 +371,US_GA_13091,13091,Dodge County,GA,Georgia,32.17,-83.17,google,20749.0,1303.0,15.924021488871833,9.940301525658844,2.828734002584729,0.10911369222613138,0.11393320160007711,0.1330184587209022,0.1243433418477999,0.14010313750060244,0.14164538050026507,0.12068051472360114,0.07754590582678683,0.03961636705383392,0.20026025350619306,0.6222372162513856,0.17750253024242132,1.0,0.4808424502385657,0.5191575497614342,,201.5,1,,1,-0.5973168023250917,-0.4083763498877753,-0.738893430818902,1.0102023882740467,-0.19401716532460928,-1.0033241222427636,0,0,0,0,0,0 +372,US_GA_13093,13093,Dooly County,GA,Georgia,32.16,-83.8,google,13691.0,1028.0,13.318093385214008,9.524566999650077,2.661524009177476,0.09020524432108684,0.10890365933825141,0.12336571470308962,0.1264334234168432,0.13497918340515666,0.14673873347454533,0.139945949894091,0.08742969834197648,0.04199839310495946,0.17732817179168797,0.6232707618143306,0.19940106639398145,1.0,0.45891461544080053,0.5410853845591995,,201.5,1,,1,-0.9109052100903624,-0.5250658856164915,-1.4928319521620472,1.0442311102429054,0.32360146148986424,-2.0763142008549322,0,0,0,0,0,0 +373,US_GA_13095,13095,Dougherty County,GA,Georgia,31.54,-84.22,google,89457.0,867.0,103.17993079584775,11.401524520376547,4.64611950804199,0.1370714421453883,0.14033558022290038,0.15306795443620957,0.11987882446314989,0.11108130163095119,0.12266228467308316,0.11579865186625976,0.06263344400102842,0.03747051656102932,0.24933990632370862,0.5926568071811038,0.15800328649518763,1.0,0.5379567837061382,0.46204321629386186,,201.5,1,,1,0.5048831922307161,0.8599083174968658,0.8746993225100427,0.03628933396267403,-0.6549233967963756,1.791439415628201,0,0,0,0,0,0 +374,US_GA_13097,13097,Douglas County,GA,Georgia,33.7,-84.77,google,143376.0,519.0,276.2543352601156,11.873232803767683,5.624935262754269,0.13343934828702153,0.15423083361232007,0.13223273072201763,0.127831715210356,0.14822564445932374,0.1380984265148979,0.09558085035152326,0.0505802923780828,0.019780158464457093,0.2568240151768776,0.625025108804821,0.11815087601830153,1.0,0.5244043633523044,0.47559563664769555,,201.5,1,,1,0.8606925856396141,1.5429868444072932,1.1207545229308709,1.1019916852157168,-1.5969201514435072,1.1282817115065302,0,0,0,0,0,0 +375,US_GA_13099,13099,Early County,GA,Georgia,31.33,-84.91,google,10317.0,1337.0,7.716529543754675,9.241645221804594,2.165221170601076,0.13560143452554038,0.14025394979160608,0.11747601046815935,0.1035184646699622,0.11766986527091208,0.13075506445672191,0.11776679267228846,0.08975477367451778,0.04720364447029175,0.24780459435882526,0.556353591160221,0.19584181448095375,1.0,0.5335853445769119,0.46641465542308813,,201.5,1,,1,-1.12431300830343,-0.8714168819547998,0.8242228395192976,-1.1589671586780719,0.23947094815521242,1.5775327140237674,0,0,0,0,0,0 +376,US_GA_13103,13103,Effingham County,GA,Georgia,32.37,-81.34,google,60086.0,1250.0,48.0688,11.003548790969342,3.8932233949423836,0.14163032986053323,0.14710581499850214,0.12621908597676662,0.1431947541856672,0.13700362813300934,0.13553906067969243,0.09617881037180041,0.05219185833638452,0.020936657457644045,0.259314981859335,0.6194670971607363,0.12121792097992877,1.0,0.5037446326931398,0.49625536730686015,,201.5,1,,1,0.2046902385394083,0.3344905712287338,1.2026500856917115,0.9189982694273299,-1.5244239996264077,0.11734350312753748,0,0,0,0,0,0 +377,US_GA_13105,13105,Elbert County,GA,Georgia,34.11,-82.84,google,19102.0,970.0,19.69278350515464,9.857600669763652,3.02978501654883,0.12365197361532823,0.11527588734163961,0.12030153910585278,0.11134959690084807,0.11155899905769029,0.14223641503507486,0.13558789655533451,0.08889121557952047,0.05114647680871113,0.21587268348863994,0.5762956758454612,0.20783164066589885,1.0,0.519474400586326,0.48052559941367395,,201.5,1,,1,-0.6596980290419976,-0.26807044472504665,-0.22560324974937998,-0.5023887942953217,0.5228760727097754,0.8870448915191135,0,0,0,0,0,0 +378,US_GA_13107,13107,Emanuel County,GA,Georgia,32.59,-82.3,google,22533.0,1788.0,12.60234899328859,10.022780558724111,2.6102424979223575,0.14134824479652067,0.13509075578041096,0.1336706164292371,0.1292326809568189,0.11250166422580216,0.12617050548085032,0.11685084098877202,0.06985310433586296,0.03528158700572494,0.24942084942084947,0.5870190387431766,0.1635601118359739,1.0,0.5093862335241646,0.49061376647583543,,201.5,1,,1,-0.5351028964913223,-0.5608533144530693,0.8773604903765738,-0.14933001517601618,-0.52357597327735,0.39340275726769697,0,0,0,0,0,0 +379,US_GA_13111,13111,Fannin County,GA,Georgia,34.86,-84.32,google,25332.0,1014.0,24.98224852071006,10.139863172619055,3.257413555638644,0.08428075161850623,0.10086057160903206,0.09020211590083689,0.08953102794883941,0.10326859308384652,0.1504026527711985,0.1923653876519817,0.1286120322122217,0.06047686720353703,0.16496920890573188,0.5497591978525186,0.28527159324174955,1.0,0.5160666350860572,0.48393336491394284,,201.5,1,,1,-0.44678752172368263,-0.10921708911069149,-1.8991578287037636,-1.3760826729488735,2.353334585345747,0.7202934267371054,0,0,0,0,0,0 +380,US_GA_13113,13113,Fayette County,GA,Georgia,33.41,-84.49,google,112553.0,516.0,218.12596899224806,11.631188385463462,5.38964676532973,0.10483061313336828,0.15531349675264097,0.10475065080450988,0.09767842705214433,0.1307650617931108,0.15934715200838717,0.13228434604142048,0.07851412223574672,0.036516130178671384,0.2290814105354811,0.5897461640293906,0.18117242543512835,1.0,0.5145220473910069,0.4854779526089931,,201.5,1,,1,0.6781185654513289,1.378787893332006,0.20866034055614346,-0.059541435488833935,-0.10727136199534368,0.644712445412661,0,0,0,0,0,0 +381,US_GA_13115,13115,Floyd County,GA,Georgia,34.26,-85.22,google,97500.0,1343.0,72.59865971705138,11.487617913343598,4.29862681520287,0.1249948717948718,0.14209230769230768,0.1367076923076923,0.12067692307692307,0.12201025641025641,0.12928205128205128,0.11253333333333333,0.07161025641025641,0.04009230769230769,0.23866871794871797,0.5933620512820513,0.16796923076923076,1.0,0.5161641025641026,0.48383589743589744,,201.5,1,,1,0.5698234084760174,0.6174062985071358,0.5238624432167995,0.05950897351387025,-0.4193570395596497,0.7250627821200964,0,0,0,0,0,0 +382,US_GA_13117,13117,Forsyth County,GA,Georgia,34.22,-84.13,google,228940.0,641.0,357.1606864274571,12.341219607419598,5.880981730469451,0.14011094609941468,0.1631606534463178,0.08881803092513323,0.13412247750502315,0.174630907661396,0.13739407705075565,0.085201362802481,0.054394164409889055,0.022167380099589414,0.27063946885646895,0.610198305232812,0.11916222591071897,1.0,0.5033939023324888,0.4966060976675111,,201.5,1,,1,1.2136948681810147,1.7216719985289866,1.5749654771979427,0.6138301618851529,-1.5730147388205367,0.10018128895010406,0,0,0,0,0,0 +383,US_GA_13119,13119,Franklin County,GA,Georgia,34.37,-83.23,google,22864.0,690.0,33.13623188405797,10.037362636092155,3.5303593388101886,0.11988278516445067,0.12906752974107769,0.13195416375087474,0.10859867039888034,0.11865815255423373,0.13540937718684395,0.12674947515745277,0.0851557032890133,0.04452414275717285,0.2231368089573128,0.5838086074177747,0.1930545836249125,1.0,0.5096658502449265,0.4903341497550735,,201.5,1,,1,-0.5241036406256733,0.08126145866261884,0.013219552422921412,-0.255031088151383,0.1735887997625578,0.4070851828221891,0,0,0,0,0,0 +384,US_GA_13121,13121,Fulton County,GA,Georgia,33.79,-84.47,google,1038938.0,1385.0,750.1357400722021,13.853710558059484,6.6215863812001645,0.12108326002129097,0.13080953820150962,0.16033680546866128,0.15391871314746405,0.14149545016160733,0.12766498097095302,0.0919641018039575,0.04751775370618844,0.025209396518367795,0.22573089058249868,0.6555599082909663,0.11870920112653498,1.0,0.5157920876895445,0.48420791231045546,,201.5,1,,1,2.3545662639826226,2.2385119976898635,0.0985052272728843,2.10732733691953,-1.5837229462129991,0.7068590573484359,0,0,0,0,0,0 +385,US_GA_13123,13123,Gilmer County,GA,Georgia,34.69,-84.46,google,30443.0,1118.0,27.229874776386403,10.323644209387282,3.340380806420859,0.10426042111487041,0.10951614492658411,0.09903754557697993,0.09962881450579772,0.11871366159708308,0.14410537726242487,0.16637650691456163,0.11040304831981079,0.04795847978188746,0.1918733370561377,0.5665768813848832,0.24154978155897908,1.0,0.4985382518148671,0.5014617481851329,,201.5,1,,1,-0.30816154987841027,-0.05131738002521358,-1.01463025513798,-0.8223729018455893,1.3198762770622348,-0.13741922558620281,0,0,0,0,0,0 +386,US_GA_13127,13127,Glynn County,GA,Georgia,31.22,-81.49,google,84675.0,1516.0,55.8542216358839,11.346587487477471,4.040490476645868,0.11924416888101565,0.12467670504871568,0.12134632418069087,0.11578387953941541,0.11756716858576911,0.13720696781812813,0.1338647770888692,0.08746383229997047,0.04284617655742545,0.21898553291998818,0.5837720696781813,0.19724239740183053,1.0,0.5289400649542367,0.4710599350457632,,201.5,1,,1,0.46344420750274024,0.4372627024987126,-0.12326203508546783,-0.25623406615890604,0.2725767139117236,1.3502262337680109,0,0,0,0,0,0 +387,US_GA_13129,13129,Gordon County,GA,Georgia,34.5,-84.87,google,57164.0,927.0,61.6655879180151,10.95369710197607,4.137812459939449,0.12702050241410678,0.14272969001469457,0.12549856553075361,0.1259883842978098,0.13877615282345532,0.13604716254985655,0.10681547827303897,0.06644041704569309,0.030683647050591283,0.24120425442586244,0.6082639423413337,0.15053180323280385,1.0,0.5050381358897208,0.4949618641102792,,201.5,1,,1,0.16708712694342834,0.5051800369553097,0.6072233280326229,0.5501426967351565,-0.8315278455949722,0.1806382200653874,0,0,0,0,0,0 +388,US_GA_13131,13131,Grady County,GA,Georgia,30.88,-84.23,google,24773.0,1192.0,20.78271812080537,10.117549995114146,3.0811169086531245,0.13651959794938037,0.1366003310055302,0.11371250958705041,0.11924272393331449,0.11552900335042184,0.13668106406168007,0.12380414160578049,0.0780284987688209,0.03988212973802123,0.24579986275380458,0.5743874379364631,0.17981269930973237,1.0,0.5178218221450773,0.4821781778549227,,201.5,1,,1,-0.4636183437223364,-0.23224785699766218,0.7583132373821685,-0.5652161137515689,-0.1394113902145855,0.8061796219682457,0,0,0,0,0,0 +389,US_GA_13133,13133,Greene County,GA,Georgia,33.58,-83.17,google,17203.0,1052.0,16.352661596958175,9.752897193903626,2.8537459007920822,0.1075393826658141,0.10009881997326048,0.0895192698947858,0.10143579608207871,0.09812242050805092,0.1305004940998663,0.1797360925419985,0.14485845492065338,0.04818926931349183,0.1876184386444225,0.529465790850433,0.28291577050514444,1.0,0.5108992617566703,0.48910073824332967,,201.5,1,,1,-0.7386758243135467,-0.39092149129926146,-1.1545186375766645,-2.0442280643404027,2.297649688350795,0.4674394461205449,0,0,0,0,0,0 +390,US_GA_13135,13135,Gwinnett County,GA,Georgia,33.96,-84.03,google,918186.0,1131.0,811.8355437665782,13.730156352561549,6.700528805895866,0.14168697845534564,0.1564323568427312,0.13116514518844766,0.13900233721707803,0.1503562459022464,0.13545185833807094,0.08741475038826556,0.04095466495895167,0.01753566270886291,0.26683286392953065,0.6309694332085221,0.10219770286194736,1.0,0.51153361083702,0.4884663891629801,,201.5,1,,1,2.261369369929172,2.293602932743037,1.449815648862119,1.297704162418825,-1.97400743825456,0.49847991481567105,0,0,0,0,0,0 +391,US_GA_13137,13137,Habersham County,GA,Georgia,34.63,-83.53,google,44535.0,723.0,61.59751037344398,10.704053129863343,4.136725506922921,0.12116313012237566,0.13221062085999777,0.12931402267879197,0.12154485236330975,0.12540698327158414,0.12868530369372402,0.11869316268103738,0.08216009879869765,0.040821825530481644,0.2269316268103739,0.5907398675199281,0.182328505669698,1.0,0.5270685977321208,0.4729314022678792,,201.5,1,,1,-0.02121923402832483,0.504421493519759,0.13798185688888565,-0.026824484237421082,-0.07994493892470105,1.2586501260356164,0,0,0,0,0,0 +392,US_GA_13139,13139,Hall County,GA,Georgia,34.32,-83.82,google,198953.0,1112.0,178.91456834532374,12.20082892120712,5.192482117918586,0.13563002317130177,0.14589878011389626,0.13381049795680386,0.12524063472277372,0.13209149899725062,0.12719084406869965,0.10152146486858706,0.06614627575356993,0.03246998034711716,0.2523490472624188,0.5982739642026006,0.14937698853498063,1.0,0.5020532487572442,0.49794675124275584,,201.5,1,,1,1.1077982226050445,1.2411941365253363,0.9736309109322692,0.22123006748513954,-0.8588243550043392,0.034579372556607854,0,0,0,0,0,0 +393,US_GA_13143,13143,Haralson County,GA,Georgia,33.79,-85.21,google,29248.0,733.0,39.90177353342428,10.28360066404139,3.711173424784033,0.12835065645514224,0.13532549234135668,0.12288019693654267,0.11959792122538293,0.13535968271334792,0.13884710065645514,0.11149480306345733,0.07412472647702407,0.03401942013129103,0.23661105032822755,0.5994974015317286,0.16389154814004375,1.0,0.513402625820569,0.48659737417943105,,201.5,1,,1,-0.3383663821468512,0.20744477651080223,0.4562124626122499,0.26151083517630264,-0.5157417690455354,0.5899360276795784,0,0,0,0,0,0 +394,US_GA_13145,13145,Harris County,GA,Georgia,32.74,-84.91,google,33943.0,1225.0,27.708571428571428,10.432467386882161,3.3571957342245207,0.10558878119199835,0.1329287334649265,0.104145184574139,0.10709130012079074,0.13619892172170991,0.15590843472881005,0.1429749874790089,0.08137171139852105,0.033791945320095454,0.21193176796393956,0.6014170815779395,0.18665115045812097,1.0,0.49933712400200336,0.5006628759979966,,201.5,1,,1,-0.2260762651025755,-0.03958287732750557,-0.35516881036533976,0.32471487852349784,0.022229993870103045,-0.09832818268196818,0,0,0,0,0,0 +395,US_GA_13147,13147,Hart County,GA,Georgia,34.35,-82.96,google,25710.0,664.0,38.71987951807229,10.15467419487498,3.6818518058912106,0.11116297160637884,0.11952547646830028,0.11575262543757293,0.10474523531699728,0.12108129132633216,0.14157915208090238,0.13768961493582263,0.09871645274212369,0.04974718008556982,0.20678335278101903,0.5759082069233762,0.2173084402956048,1.0,0.5039673278879814,0.4960326721120187,,201.5,1,,1,-0.43561557280906793,0.18698232671520665,-0.5244333620356099,-0.515145921502789,0.7468804525904296,0.12824059975487595,0,0,0,0,0,0 +396,US_GA_13149,13149,Heard County,GA,Georgia,33.3,-85.13,google,11751.0,780.0,15.065384615384616,9.371778717853713,2.7766669334816476,0.11973449068164412,0.13258446089694495,0.12398944770657816,0.10892689983831164,0.12815930559101352,0.1536890477406178,0.12279805973959664,0.077355118713301,0.03276316909199217,0.2258020593992001,0.6026806229257085,0.17151731767509149,1.0,0.5019147306612203,0.49808526933877967,,201.5,1,,1,-1.0261533576851634,-0.44471198986113364,0.10084504592073362,0.3663160413177841,-0.33549043499214753,0.02780129601085212,0,0,0,0,0,0 +397,US_GA_13151,13151,Henry County,GA,Georgia,33.46,-84.16,google,225182.0,840.0,268.07380952380953,12.32466868394357,5.594985726812077,0.12481015356467214,0.16299260154008757,0.12716824612979724,0.12466804629144425,0.15260544803758738,0.14120578021333854,0.09516302368750611,0.05114085495288256,0.02024584558268423,0.2552042347967422,0.625827552823938,0.11896821237931984,1.0,0.5233677647414092,0.47663223525859083,,201.5,1,,1,1.2012105123837693,1.5220861950311937,1.0675009701176754,1.12841156006313,-1.5776006626015235,1.0775580520457664,0,0,0,0,0,0 +398,US_GA_13153,13153,Houston County,GA,Georgia,32.46,-83.67,google,153202.0,984.0,155.6930894308943,11.939519118342329,5.054289047757059,0.14079450659913056,0.13959347789193352,0.1400112270074803,0.14320961867338547,0.12338611767470399,0.1346849257842587,0.0973681805720552,0.0533021762117988,0.027649769585253458,0.2524692889126774,0.6178946750042428,0.12963603608307986,1.0,0.5151499327685017,0.48485006723149826,,201.5,1,,1,0.9106923295715206,1.1447544150141993,0.9775840981364853,0.8672274348368085,-1.3254438874443972,0.6754366271100828,0,0,0,0,0,0 +399,US_GA_13155,13155,Irwin County,GA,Georgia,31.6,-83.27,google,9352.0,939.0,9.959531416400425,9.143452426434552,2.394209526627829,0.10553892215568862,0.12788708297690335,0.13954234388366124,0.1284217279726262,0.1356928999144568,0.12553464499572284,0.1122754491017964,0.0792343883661249,0.045872540633019675,0.2078485885372113,0.610906757912746,0.18124465355004277,1.0,0.4793627031650984,0.5206372968349017,,201.5,1,,1,-1.1983797995553631,-0.711614561486048,-0.4894115842090702,0.637155441522435,-0.10556409638632551,-1.0757322712154858,0,0,0,0,0,0 +400,US_GA_13157,13157,Jackson County,GA,Georgia,34.13,-83.56,google,67644.0,888.0,76.17567567567568,11.122028721037461,4.346084325460693,0.13640529832653303,0.14085506475075393,0.11726095440837325,0.13454260540476612,0.139243687540654,0.13214771450535154,0.10333510732659217,0.06968836851753296,0.026521199219442966,0.2490893501271362,0.6030335284725917,0.147877121400272,0.9999999999999999,0.5067116078292235,0.4932883921707764,,201.5,1,,1,0.2940596084084351,0.6505251015522291,0.8664617812911973,0.3779351950026402,-0.8942769149973379,0.2625258667246601,0,0,0,0,0,0 +401,US_GA_13159,13159,Jasper County,GA,Georgia,33.32,-83.69,google,13882.0,968.0,14.340909090909092,9.538420349034803,2.7305230569542687,0.12498199106756952,0.13398645728281228,0.11086298804206887,0.11287998847428324,0.12483791960812562,0.14933006771358595,0.13405849301253422,0.07434087307304423,0.03472122172597608,0.23217115689381934,0.5917375018008932,0.17609134130528742,1.0,0.5096527877827403,0.49034721221725974,,201.5,1,,1,-0.9004556334880073,-0.4769140575664332,0.31024199501438043,0.0060218853767366395,-0.22737362690539803,0.406446000136924,0,0,0,0,0,0 +402,US_GA_13163,13163,Jefferson County,GA,Georgia,33.05,-82.42,google,15630.0,1372.0,11.392128279883382,9.65701140089547,2.517061454891474,0.12795905310300704,0.13205374280230325,0.127319257837492,0.1145233525271913,0.1145873320537428,0.13563659628918745,0.13051823416506717,0.0781190019193858,0.03928342930262316,0.23360204734484963,0.5837364043506078,0.18266154830454254,0.9999999999999999,0.5189379398592451,0.481062060140755,,201.5,1,,1,-0.8110024444896728,-0.6258808431816225,0.3572854097503148,-0.2574083206469891,-0.07207276563760097,0.8607943728048101,0,0,0,0,0,0 +403,US_GA_13165,13165,Jenkins County,GA,Georgia,32.79,-81.96,google,8813.0,913.0,9.652792990142387,9.084096645401932,2.3658221103687627,0.10904345852717576,0.12243276977192784,0.15772154771360491,0.12935436287302848,0.12708498808578236,0.13082945648473845,0.11551117667082719,0.07080449336207875,0.037217746510836265,0.20698967434471804,0.6272324974469534,0.1657778282083286,1.0,0.4637467377737433,0.5362532622262567,,201.5,1,,1,-1.2431518444571397,-0.7314250665659708,-0.5176501237499183,1.1746683209378121,-0.47115551487879054,-1.839864985977761,0,0,0,0,0,0 +404,US_GA_13167,13167,Johnson County,GA,Georgia,32.7,-82.66,google,9737.0,794.0,12.2632241813602,9.183791036742646,2.5849951061334613,0.09458765533531889,0.11091712026291466,0.1250898634076204,0.13248433809181473,0.14172743144705763,0.14604087501283763,0.12118722399096231,0.08154462360069836,0.04642086885077539,0.1833213515456506,0.6281195440073944,0.18855910444695492,0.9999999999999999,0.4381226250385129,0.5618773749614872,,201.5,1,,1,-1.16795239988899,-0.5784725151131149,-1.2957940583458827,1.203873671781437,0.06732855739463647,-3.0937242471276174,0,0,0,0,0,0 +405,US_GA_13169,13169,Jones County,GA,Georgia,33.03,-83.57,google,28466.0,1024.0,27.798828125,10.256500800641868,3.360334696209869,0.11571699571418534,0.14216960584557015,0.11308227358954542,0.11831658821049673,0.1304714396121689,0.14462867982856742,0.1248155694512752,0.07475584908311671,0.03604299866507412,0.22945268039064148,0.5973406871355301,0.17320663247382842,1.0,0.514789573526312,0.4852104264736879,,201.5,1,,1,-0.3588077996439713,-0.037392314375635526,0.2208665872067412,0.19050261146011363,-0.29555987523565513,0.6578032449192819,0,0,0,0,0,0 +406,US_GA_13171,13171,Lamar County,GA,Georgia,33.07,-84.14,google,18600.0,481.0,38.66943866943867,9.83097062169695,3.6805810844245803,0.11510752688172043,0.14795698924731182,0.14720430107526883,0.1071505376344086,0.11930107526881721,0.13026881720430109,0.12166666666666667,0.07575268817204302,0.035591397849462365,0.2334731182795699,0.5943494623655914,0.1721774193548387,1.0,0.5205913978494624,0.47940860215053765,,201.5,1,,1,-0.679785064997663,0.1860955382227243,0.3530466062240887,0.0920187519265539,-0.31988752333339976,0.9417026811383816,0,0,0,0,0,0 +407,US_GA_13173,13173,Lanier County,GA,Georgia,31.04,-83.06,google,10425.0,518.0,20.125482625482626,9.252057965328051,3.05048001915896,0.146378896882494,0.12067146282973622,0.14062350119904077,0.147242206235012,0.11788968824940048,0.13697841726618706,0.10158273381294965,0.06100719424460432,0.02762589928057554,0.24291606714628297,0.6176594724220624,0.13942446043165468,1.0,0.49803357314148683,0.5019664268585132,,201.5,1,,1,-1.1164586795005342,-0.2536281844433958,0.6635026299868764,0.8594835640658218,-1.0940735924201022,-0.1621145598231872,0,0,0,0,0,0 +408,US_GA_13175,13175,Laurens County,GA,Georgia,32.46,-82.93,google,47376.0,2120.0,22.347169811320754,10.76589215785248,3.1504757695447667,0.13551165146909827,0.13384414049307666,0.12396572104018913,0.1174645390070922,0.12141168524147247,0.13236659912191828,0.11731678486997636,0.07484802431610943,0.04327085444106721,0.2425869638635596,0.5806357649442756,0.1767772711921648,1.0,0.5270390070921985,0.4729609929078014,,201.5,1,,1,0.025425923185431756,-0.18384492897166735,0.6526826946040066,-0.3594945760251481,-0.21116021046152395,1.2572021735428516,0,0,0,0,0,0 +409,US_GA_13177,13177,Lee County,GA,Georgia,31.78,-84.14,google,29410.0,938.0,31.353944562899787,10.289124033010108,3.4767359474517407,0.1337640258415505,0.15501530091805507,0.11557293437606256,0.14270656239374363,0.1462087725263516,0.1263855831349881,0.10656239374362461,0.051785107106426385,0.02199931995919755,0.25777626657599456,0.6151581094865691,0.12706562393743626,0.9999999999999999,0.49710982658959535,0.5028901734104047,,201.5,1,,1,-0.334200106862889,0.04383972019883928,1.15206171173018,0.7771280425225109,-1.3862010629910604,-0.2073160534714692,0,0,0,0,0,0 +410,US_GA_13179,13179,Liberty County,GA,Georgia,31.8,-81.46,google,61619.0,1561.0,39.474055092889174,11.028741772150658,3.700661153840644,0.17957123614469564,0.1263895876271929,0.23153572761648192,0.14205034161541083,0.09295834077151528,0.09610672032976841,0.07535013551015109,0.04099384929972898,0.015044061085054935,0.28068290624645,0.6256041156136906,0.09371297813985946,1.0,0.491374413736023,0.508625586263977,,201.5,1,,1,0.22369329544535022,0.20010865986584267,1.905163774468757,1.1210550554467857,-2.174562010904982,-0.4879657913678469,0,0,0,0,0,0 +411,US_GA_13181,13181,Lincoln County,GA,Georgia,33.79,-82.45,google,7856.0,666.0,11.795795795795796,8.969160133175821,2.549116663519468,0.10386965376782077,0.1079429735234216,0.11010692464358453,0.0980142566191446,0.10845213849287169,0.15427698574338086,0.16204175152749492,0.10679735234215885,0.0484979633401222,0.19022403258655807,0.5734597759674135,0.2363161914460285,1.0,0.5106924643584522,0.4893075356415479,,201.5,1,,1,-1.329848415485545,-0.6035107244090114,-1.0688544720459892,-0.5957586968341421,1.196169207839606,0.4573202729957313,0,0,0,0,0,0 +412,US_GA_13183,13183,Long County,GA,Georgia,31.76,-81.75,google,18780.0,1045.0,17.971291866028707,9.840600999480937,2.942926882104137,0.15820021299254525,0.14547390841320554,0.14605963791267307,0.16033013844515442,0.13056443024494144,0.11938232161874335,0.08663471778487752,0.0345580404685836,0.018796592119275826,0.2745793397231097,0.6287486687965921,0.09667199148029819,0.9999999999999999,0.4952076677316294,0.5047923322683706,,201.5,1,,1,-0.6725208743987933,-0.32868545448662195,1.704496692569429,1.2245871393854408,-2.104619416961574,-0.30039398849630555,0,0,0,0,0,0 +413,US_GA_13185,13185,Lowndes County,GA,Georgia,30.83,-83.27,google,115404.0,1323.0,87.22902494331066,11.65620295967385,4.47993598986739,0.13851339641606877,0.1448909916467367,0.2107985858375793,0.12741326123877855,0.104615091331323,0.10647811167723822,0.08829849918547017,0.05197393504557901,0.0270181276212263,0.25442618973345815,0.6224324980070015,0.12314131225954039,1.0,0.5127551904613358,0.48724480953866417,,201.5,1,,1,0.6969870500414118,0.7439351200437188,1.0419211665981514,1.0166318954053135,-1.4789605427958208,0.5582552108818022,0,0,0,0,0,0 +414,US_GA_13187,13187,Lumpkin County,GA,Georgia,34.57,-84.0,google,32801.0,738.0,44.44579945799458,10.398244768123055,3.816520395186153,0.09603365751044175,0.14847108319868296,0.18603091369165575,0.10213103259046981,0.10703941952989238,0.1251486235175757,0.12368525349836895,0.07950977104356574,0.03195024541934697,0.21481052406938814,0.6118868327185146,0.17330264321209718,1.0,0.5026676015975122,0.4973323984024877,,201.5,1,,1,-0.2518903744796725,0.2809624462155661,-0.26052388678316807,0.6694236784244981,-0.2932904565787109,0.06464136948673617,0,0,0,0,0,0 +415,US_GA_13189,13189,McDuffie County,GA,Georgia,33.48,-82.48,google,21511.0,690.0,31.17536231884058,9.9763661979487,3.4712010142996133,0.1377434800799591,0.1408581655896983,0.1191948305518107,0.11175677560317977,0.114034679931198,0.13802240714053274,0.12421551764213658,0.07837850402119846,0.03579563944028637,0.2504300125517177,0.5732880851657292,0.1762819022825531,1.0,0.5328436613825485,0.46715633861745154,,201.5,1,,1,-0.5701132326131223,0.03997709951062375,0.9105387673491161,-0.6014114892843163,-0.22286931160806414,1.5412400879453174,0,0,0,0,0,0 +416,US_GA_13191,13191,McIntosh County,GA,Georgia,31.48,-81.37,google,14080.0,1488.0,9.46236559139785,9.552581649917311,2.347784589032749,0.08444602272727272,0.09921875,0.10688920454545454,0.09382102272727273,0.11306818181818182,0.15610795454545454,0.17123579545454545,0.12017045454545454,0.05504261363636364,0.16382102272727275,0.5753480113636363,0.2608309659090909,1.0,0.5092329545454546,0.49076704545454547,,201.5,1,,1,-0.8897737691784336,-0.7440127710895267,-1.936906769266214,-0.5335899452923731,1.7756282094100304,0.3859023895874198,0,0,0,0,0,0 +417,US_GA_13193,13193,Macon County,GA,Georgia,32.35,-84.04,google,13254.0,1051.0,12.610846812559467,9.492130118723125,2.6108670346072596,0.10344047080126755,0.11121170967255169,0.15036969971329409,0.1313565716010261,0.12003923343896182,0.14704994718575523,0.13120567375886524,0.07378904481665913,0.03153764901161914,0.19240983853930888,0.6366606307529802,0.17092953070771089,0.9999999999999999,0.45390070921985815,0.5460992907801419,,201.5,1,,1,-0.935372338044368,-0.5604174739011876,-0.9969916848609247,1.485082625307668,-0.34938403412632135,-2.32165860807891,0,0,0,0,0,0 +418,US_GA_13195,13195,Madison County,GA,Georgia,34.13,-83.21,google,29295.0,740.0,39.58783783783784,10.285206266914292,3.703468461086046,0.12568697729988051,0.12660863628605565,0.12135176651305683,0.11940604198668715,0.12787165045229562,0.1453831711896228,0.12391193036354327,0.0768731865506059,0.03290663935825226,0.22697388632872506,0.6012903225806452,0.1717357910906298,1.0,0.5058201058201058,0.49417989417989416,,201.5,1,,1,-0.33715527646060883,0.20206777350754945,0.13937122394134088,0.32054143244562144,-0.33032634965951413,0.21890218843319498,0,0,0,0,0,0 +419,US_GA_13197,13197,Marion County,GA,Georgia,32.35,-84.53,google,8403.0,952.0,8.826680672268907,9.036463061964891,2.285101203916825,0.11245983577293824,0.12436034749494228,0.11126978460073783,0.10115434963703439,0.11793407116506009,0.16553611805307628,0.13733190527192668,0.09318100678329168,0.0367725812209925,0.21194811376889205,0.5894323455908604,0.19861954064024753,1.0,0.5069617993573724,0.49303820064262766,,201.5,1,,1,-1.2790818398067696,-0.7877571368300749,-0.3546314090003232,-0.0698736750884278,0.3051284327600843,0.274768435584396,0,0,0,0,0,0 +420,US_GA_13199,13199,Meriwether County,GA,Georgia,33.04,-84.69,google,21021.0,1309.0,16.058823529411764,9.9533247873833,2.8366675789243034,0.11869083297654726,0.12197326483040768,0.12026069168926312,0.11008039579468151,0.11027068169925312,0.14685314685314685,0.138290281147424,0.08819751676894534,0.0453831882403311,0.21626944484087346,0.5810047095761381,0.20272584558298845,1.0,0.5209552352409496,0.4790447647590505,,201.5,1,,1,-0.5874933605549549,-0.40283980676096304,-0.21255891862614687,-0.347347347349733,0.40218971169820233,0.95950625886935,0,0,0,0,0,0 +421,US_GA_13201,13201,Miller County,GA,Georgia,31.16,-84.73,google,5813.0,735.0,7.908843537414966,8.668024081118821,2.1870444392781887,0.12334422845346636,0.12988130053328745,0.11009805608119731,0.11009805608119731,0.113194563908481,0.13400997763633235,0.1236882848787201,0.09083089626698779,0.0648546361603303,0.22724926888009633,0.5552210562532255,0.21752967486667812,1.0,0.5214175124720454,0.47858248752795457,,201.5,1,,1,-1.556995234374681,-0.8561872474208579,0.14842498173661484,-1.1962550314646034,0.7521098037256058,0.9821267723449748,0,0,0,0,0,0 +422,US_GA_13205,13205,Mitchell County,GA,Georgia,31.22,-84.19,google,22317.0,1331.0,16.767092411720512,10.013148806745647,2.877348005352817,0.1239413899717704,0.1282430434198145,0.13142447461576376,0.1269883944974683,0.13021463458350135,0.13375453690012098,0.11291840301115741,0.07366581529775508,0.0388493077026482,0.226535824707622,0.604489850786396,0.168974324505982,1.0,0.48102343504951384,0.5189765649504862,,201.5,1,,1,-0.5423681236446063,-0.37445047442226853,0.12496906303055412,0.42588352828393733,-0.3955995045245997,-0.9944680309634438,0,0,0,0,0,0 +423,US_GA_13207,13207,Monroe County,GA,Georgia,33.01,-83.91,google,27163.0,1030.0,26.371844660194174,10.209647846233683,3.30951491793876,0.10643154290763171,0.12465486139233516,0.11920627323933292,0.1130582041747966,0.12877811729190444,0.14784817582741228,0.1393071457497331,0.08007215697824246,0.04064352243861134,0.20615543202149983,0.6034753156867798,0.19036925229172036,1.0,0.503883959798255,0.49611604020174505,,201.5,1,,1,-0.39414896678978567,-0.07285751721102258,-0.545077525738076,0.3924807117364806,0.11011526401529392,0.12416116674316721,0,0,0,0,0,0 +424,US_GA_13211,13211,Morgan County,GA,Georgia,33.59,-83.49,google,18373.0,918.0,20.014161220043572,9.818691900831412,3.045196554267399,0.11571327491427638,0.1340554073912807,0.10618842867250858,0.10667827790779949,0.12496598269199369,0.1468459152016546,0.1348173950906221,0.08735644696021336,0.04337887116965112,0.2229576008273009,0.5788983834975235,0.19814401567517553,1.0,0.5198933217220922,0.4801066782779078,,201.5,1,,1,-0.689046899857963,-0.2573153149352537,0.007327723053222993,-0.4166965730391161,0.29388838558373304,0.9075438703988676,0,0,0,0,0,0 +425,US_GA_13213,13213,Murray County,GA,Georgia,34.78,-84.75,google,39803.0,892.0,44.62219730941704,10.591722688735052,3.8203943811811323,0.13097002738487049,0.14192397557973016,0.12815616913297992,0.12232746275406377,0.13463809260608497,0.140491922719393,0.10649951008717935,0.06793457779564355,0.02705826194005477,0.24450920784865465,0.6072481973720574,0.148242594779288,1.0,0.5092329723890159,0.4907670276109841,,201.5,1,,1,-0.10595004653786473,0.28366595464805966,0.715880349567299,0.5167000461254592,-0.8856381718743176,0.3859032627226114,0,0,0,0,0,0 +426,US_GA_13215,13215,Muscogee County,GA,Georgia,32.51,-84.87,google,193836.0,572.0,338.87412587412587,12.174772878688843,5.828575331045321,0.14309519387523473,0.1314771249922615,0.15854640004952641,0.14308487587445057,0.11598980581522524,0.12075672217751089,0.09989888359231515,0.05437586413256568,0.03277512949090984,0.24827689386904395,0.6146226707113229,0.1371004354196331,1.0,0.5128871829794259,0.4871128170205741,,201.5,1,,1,1.0881441588340732,1.6850995527474644,0.8397506402134723,0.759499117521583,-1.149006882347767,0.5647139727097691,0,0,0,0,0,0 +427,US_GA_13217,13217,Newton County,GA,Georgia,33.599243,-83.858729,google,107846.0,723.0,149.16459197786997,11.588468835018736,5.0117319723772065,0.13649092224097323,0.1568440183224227,0.12922129703466054,0.12421415722419005,0.14100662055152718,0.13282829219442538,0.09765777126643548,0.05679394692431801,0.024942974241047418,0.2619661368989114,0.6074680563025054,0.13056580679858318,1.0,0.5270014650520186,0.4729985349479814,,201.5,1,,1,0.6458952234714825,1.1150554402887358,1.2898121643583584,0.5239387385303398,-1.3034667727331541,1.2553651368716334,0,0,0,0,0,0 +428,US_GA_13219,13219,Oconee County,GA,Georgia,33.84,-83.44,google,38122.0,482.0,79.09128630705395,10.548573053517297,4.383167062976426,0.1285084727978595,0.165153979329521,0.09451235507056292,0.11596978122868684,0.14933634122029274,0.13632548134935207,0.11321546613504013,0.06683804627249357,0.030140076596191175,0.2606316562614763,0.5857824878023189,0.15358585593620483,1.0,0.5094695976076806,0.4905304023923194,,201.5,1,,1,-0.13849780131179176,0.6764037427511528,1.2459384170433683,-0.1900425388183026,-0.7593387935226116,0.3974819942443657,0,0,0,0,0,0 +429,US_GA_13221,13221,Oglethorpe County,GA,Georgia,33.88,-83.08,google,14874.0,1145.0,12.990393013100437,9.607437230413831,2.6383708807131434,0.11039397606561786,0.12074761328492671,0.11577248890681727,0.11792389404329703,0.13063063063063063,0.15140513647976334,0.1282102998520909,0.0845771144278607,0.04033884630899556,0.20699206669355924,0.6039868226435391,0.1890211106629017,1.0,0.5071937609251042,0.4928062390748958,,201.5,1,,1,-0.8483962239692571,-0.5412235790420874,-0.5175714704479493,0.40932169934335677,0.07824906009047917,0.2861189616664724,0,0,0,0,0,0 +430,US_GA_13223,13223,Paulding County,GA,Georgia,33.92,-84.87,google,159509.0,816.0,195.4767156862745,11.979861895166493,5.280543929052957,0.13656909641462237,0.154298503532716,0.1266699684657292,0.13539674877279653,0.15743312289588676,0.13675717357641262,0.08780695760113849,0.04671209774997022,0.018356330990727796,0.2600078992407952,0.6310201932179376,0.10897190754126726,1.0,0.5122218808970027,0.48777811910299734,,201.5,1,,1,0.9411228720395106,1.302649146763103,1.2254311446681685,1.2993753981238239,-1.813884656548901,0.5321588873443468,0,0,0,0,0,0 +431,US_GA_13225,13225,Peach County,GA,Georgia,32.56,-83.83,google,26961.0,392.0,68.77806122448979,10.20218374625101,4.245319651258137,0.11290382404213493,0.14584028782315195,0.1551129409146545,0.11323763955342903,0.109491487704462,0.14213122658655095,0.11843032528467046,0.06976744186046512,0.03308482623048106,0.22957605430065653,0.6083565149660621,0.16206743073328142,1.0,0.518563851489188,0.4814361485108119,,201.5,1,,1,-0.39977913479973815,0.580205243205523,0.22492275377927834,0.5531905818229063,-0.5588586760708221,0.8424891861186944,0,0,0,0,0,0 +432,US_GA_13227,13227,Pickens County,GA,Georgia,34.46,-84.46,google,31541.0,603.0,52.30679933665008,10.359075270047503,3.9760638903275303,0.10481595383786182,0.12012935544212296,0.1108398592308424,0.10576709679464824,0.12253891759931518,0.14780761548460733,0.15158048254652673,0.09929932468850068,0.037221394375574646,0.20091943819156022,0.5867696014711011,0.2123109603373387,1.0,0.5100345581940966,0.4899654418059034,,201.5,1,,1,-0.28143591319737343,0.3923018225125361,-0.7172214023844573,-0.1575425525661837,0.6287543506616364,0.4251270905168456,0,0,0,0,0,0 +433,US_GA_13229,13229,Pierce County,GA,Georgia,31.36,-82.22,google,19197.0,891.0,21.545454545454547,9.862561385923483,3.115533473366612,0.1318435172162317,0.14517893420847008,0.11137156847424076,0.12199822888993071,0.1325207063603688,0.13226024899723915,0.11350731885190395,0.07735583684950774,0.0339636401521071,0.24798666458300778,0.5839401989894254,0.1680731364275668,1.0,0.5044538209095171,0.4955461790904829,,201.5,1,,1,-0.6559561625752613,-0.20822983704587175,0.8302087660178044,-0.25069853314298446,-0.41690100762153665,0.15204605935616122,0,0,0,0,0,0 +434,US_GA_13231,13231,Pike County,GA,Georgia,33.09,-84.39,google,18204.0,568.0,32.04929577464789,9.809451560609533,3.498000258193157,0.10695451549110085,0.15315315315315314,0.11349154032080862,0.11277741155789936,0.14612173148758514,0.1499121072291804,0.11118435508679411,0.07443419028784883,0.03197099538562953,0.22947703801362335,0.6085255987695012,0.1619973632168754,1.0,0.50878927708196,0.49121072291803997,,201.5,1,,1,-0.696016885259963,0.05867927911182566,0.22166739327759888,0.5587575407872213,-0.5605148713240282,0.36419201458577827,0,0,0,0,0,0 +435,US_GA_13233,13233,Polk County,GA,Georgia,34.0,-85.18,google,41818.0,808.0,51.754950495049506,10.641106060692902,3.9656576162000885,0.13819407910469175,0.13982017313118753,0.1287005595676503,0.12810273088143861,0.1209766129417954,0.1310201348701516,0.10832655794155627,0.07157205031326223,0.033287101248266296,0.2500502176096418,0.5909273518580516,0.15902243053230666,1.0,0.5068869864651585,0.49311301353484144,,201.5,1,,1,-0.06870018631813471,0.38503967703993025,0.8980522412409697,-0.020651701300460845,-0.6308337529330287,0.27110763223385403,0,0,0,0,0,0 +436,US_GA_13235,13235,Pulaski County,GA,Georgia,32.24,-83.47,google,11181.0,647.0,17.28129829984544,9.32206062158659,2.9058785864714674,0.09381987299883732,0.1094714247383955,0.12190322869153028,0.12056166711385385,0.12843216170288882,0.14014846614792953,0.13737590555406493,0.09578749664609605,0.05249977640640372,0.18139701278955372,0.6016277613809141,0.21697522582953224,1.0000000000000002,0.5707897325820589,0.42921026741794116,,201.5,1,,1,-1.0636557003344689,-0.35454005999687455,-1.3590605831384095,0.331651354956573,0.7390042177056191,3.3980471231540696,0,0,0,0,0,0 +437,US_GA_13237,13237,Putnam County,GA,Georgia,33.32,-83.37,google,21692.0,934.0,23.224839400428266,9.984744906843062,3.1873785282575695,0.11013276784067859,0.1139590632491241,0.10178867785358657,0.10681357182371382,0.11040936750875899,0.14088143094228286,0.16171860593767287,0.10898026922367693,0.045316245620505256,0.20130001843997788,0.5635441637470034,0.2351558178130186,1.0,0.5118937857274571,0.48810621427254286,,201.5,1,,1,-0.5637931754205273,-0.15809188817811987,-0.7047090577435899,-0.922222883316561,1.1687413011360108,0.5161042761613559,0,0,0,0,0,0 +438,US_GA_13239,13239,Quitman County,GA,Georgia,31.86,-85.01,google,2333.0,417.0,5.594724220623501,7.755338812846501,1.8862699688618154,0.09944277753964852,0.1063009001285898,0.08701243034719246,0.08701243034719246,0.09215602228889841,0.1363051864552079,0.183883411915988,0.13973424774967852,0.06815259322760395,0.18448349764252034,0.5156879554222031,0.29982854693527644,1.0,0.5199314187741105,0.4800685812258894,,201.5,1,,1,-2.2454334134599074,-1.0660863844087711,-1.2575861572592375,-2.497853088653798,2.697419246041592,0.9094080653463855,0,0,0,0,0,0 +439,US_GA_13241,13241,Rabun County,GA,Georgia,34.87692,-83.4082,google,16545.0,976.0,16.951844262295083,9.713899659750128,2.887692854073995,0.08830462375339981,0.10462375339981868,0.10178301601692354,0.0947718343910547,0.11846479298881837,0.14010275007555154,0.16615291628890905,0.12940465397401027,0.05639165911151405,0.17200362647325476,0.5591236022967664,0.2688727712299788,1.0,0.509398609851919,0.490601390148081,,201.5,1,,1,-0.7680916507049046,-0.3672311954194998,-1.6678871379136708,-1.0677665941402488,1.9657134369566573,0.39400836548267193,0,0,0,0,0,0 +440,US_GA_13243,13243,Randolph County,GA,Georgia,31.76,-84.76,google,6969.0,1116.0,6.244623655913978,8.84937050375457,1.980259629069951,0.11551155115511551,0.12254268905151385,0.11536805854498493,0.10216673841297173,0.09212225570383126,0.14306213230018655,0.14449705840149232,0.0984359305495767,0.06629358588032716,0.2135457023963266,0.5494762519730234,0.23697804563065003,1.0,0.5425455589037165,0.4574544410962835,,201.5,1,,1,-1.4202056911192027,-1.000494552308912,-0.3021074548962895,-1.385398456413843,1.211813543690375,2.015980976862733,0,0,0,0,0,0 +441,US_GA_13245,13245,Richmond County,GA,Georgia,33.36,-82.07,google,201673.0,851.0,236.98354876615747,12.214407811320092,5.47220154845111,0.13205535693920356,0.12982898057746947,0.17507549349689844,0.13553623935777223,0.1061173285467068,0.12466715921318174,0.10923128033995627,0.057434559906383104,0.030053601622428386,0.23591854140117915,0.6219776569000313,0.1421038016987896,1.0,0.5145210315709093,0.48547896842909066,,201.5,1,,1,1.1180407746745742,1.436399756823658,0.4334448323998761,1.001656588922456,-1.0307416446650954,0.6446627385037744,0,0,0,0,0,0 +442,US_GA_13247,13247,Rockdale County,GA,Georgia,33.65,-84.03,google,89843.0,342.0,262.69883040935673,11.405830112018686,5.574807658041695,0.12579722404639204,0.1506962145075298,0.1278452411428826,0.11314181405340427,0.13215275536213172,0.1462328729005042,0.11571296595171578,0.060360851707979474,0.028060060327460126,0.2463541956524159,0.6073684093362867,0.1462773950112975,1.0,0.5285664993377336,0.4714335006622664,,201.5,1,,1,0.5081308985025718,1.5080046833419776,0.776538051470744,0.5206579359899688,-0.9320898615344456,1.3319466268704176,0,0,0,0,0,0 +443,US_GA_13249,13249,Schley County,GA,Georgia,32.266667,-84.299722,google,5235.0,435.0,12.03448275862069,8.56331312702979,2.567598365633114,0.11365807067812798,0.16695319961795607,0.10315186246418338,0.10659025787965616,0.15339063992359123,0.13696275071633238,0.10200573065902578,0.08443170964660936,0.03285577841451767,0.24722063037249284,0.5844890162368672,0.1682903533906399,1.0,0.5253104106972302,0.47468958930276983,,201.5,1,,1,-1.6359786704717567,-0.5906130429058183,0.8050238435513636,-0.2326291318563127,-0.4117666212238091,1.1726171336229572,0,0,0,0,0,0 +444,US_GA_13251,13251,Screven County,GA,Georgia,32.75,-81.61,google,13956.0,1698.0,8.219081272084805,9.543736453508645,2.221275387493491,0.1203066781312697,0.11521926053310404,0.132487818859272,0.11013184293493838,0.11686729721983376,0.14552880481513328,0.14244769274863858,0.08104041272570937,0.03597019203210089,0.21248208655775294,0.5992834623101175,0.18823445113212955,1.0,0.5042992261392949,0.49570077386070505,,201.5,1,,1,-0.8964456977401385,-0.8322987622089204,-0.3370759746580232,0.25446704479932797,0.059654683586468624,0.14448130632953662,0,0,0,0,0,0 +445,US_GA_13253,13253,Seminole County,GA,Georgia,30.93,-84.87,google,8253.0,664.0,12.42921686746988,9.018453210312527,2.5974326966584456,0.11123227917121047,0.12165273233975524,0.10965709438991882,0.09887313704107598,0.1111111111111111,0.14697685690052104,0.14261480673694416,0.10517387616624257,0.05270810614322065,0.20855446504301467,0.5622561492790501,0.2291893856779353,1.0,0.5251423724706168,0.47485762752938326,,201.5,1,,1,-1.2926666646178666,-0.5697927906877366,-0.4662044678355212,-0.9646298054622705,1.0277119470563978,1.1643945548026302,0,0,0,0,0,0 +446,US_GA_13255,13255,Spalding County,GA,Georgia,33.26,-84.28,google,65358.0,517.0,126.41779497098646,11.08765042953924,4.847471411335234,0.12999173781327458,0.12869120842131032,0.13265399798035435,0.12382569846078521,0.11843997674347441,0.12934912329018636,0.1208115303405857,0.07988310535818109,0.036353621591847976,0.23294470455032282,0.5904128033293552,0.17664249212032193,0.9999999999999999,0.519003029468466,0.480996970531534,,201.5,1,,1,0.268128075138595,1.0004242019521472,0.3356739371988439,-0.037592830410049884,-0.21434600140242496,0.8639793888156887,0,0,0,0,0,0 +447,US_GA_13257,13257,Stephens County,GA,Georgia,34.56,-83.29,google,25736.0,477.0,53.9538784067086,10.155684924241076,4.006494259008772,0.1211143922909543,0.1301290021759403,0.13051756294684488,0.10634908299658066,0.11474199564811936,0.13514143612060928,0.13308206403481504,0.08859185576624184,0.040332608019894314,0.22521759403170657,0.5793169101647497,0.19546549580354367,1.0,0.5191560460055953,0.4808439539944047,,201.5,1,,1,-0.4348531800012384,0.41353802688711094,0.08162956603407266,-0.40291689258167007,0.2305758532640514,0.8714669144978894,0,0,0,0,0,0 +448,US_GA_13259,13259,Stewart County,GA,Georgia,32.08,-84.84,google,6314.0,1200.0,5.261666666666667,8.750683034784592,1.8344463903578225,0.07443775736458663,0.07522964840038011,0.24406081723154893,0.18736141906873613,0.10801393728222997,0.11276528349699082,0.09961989230281913,0.05780804561292366,0.040703199239784604,0.13462147608489072,0.7170573329109915,0.14832119100411784,1.0,0.34209692746278114,0.6579030725372189,,201.5,1,,1,-1.4946456144947924,-1.1022521014942506,-2.8969008637196154,4.1320844828287875,-0.8837803823998224,-7.7925292928986565,0,0,0,0,0,0 +449,US_GA_13261,13261,Sumter County,GA,Georgia,32.04,-84.2,google,29901.0,1276.0,23.433385579937305,10.305680646773872,3.195950458555251,0.12491221029397011,0.14186816494431626,0.16370689943480152,0.10909334135982074,0.10772214976087756,0.12772148088692686,0.11444433296545266,0.0725728236513829,0.03795859670245142,0.2384067422494231,0.5938396709140163,0.16775358683656064,1.0000000000000002,0.528744858031504,0.47125514196849605,,201.5,1,,1,-0.3217114588835916,-0.15210986194659457,0.5152494627724957,0.07523424605695532,-0.42445424402743004,1.3406742149161526,0,0,0,0,0,0 +450,US_GA_13263,13263,Talbot County,GA,Georgia,32.71,-84.53,google,6256.0,1022.0,6.12133072407045,8.741456115998364,1.9630946074084554,0.08935421994884911,0.1010230179028133,0.10118286445012788,0.08903452685421995,0.1126918158567775,0.17551150895140666,0.17870843989769822,0.10613810741687979,0.04635549872122762,0.17017263427109974,0.5879795396419437,0.2418478260869565,1.0,0.5247762148337596,0.4752237851662404,,201.5,1,,1,-1.5016054761125681,-1.0124733722803645,-1.7280847061357663,-0.11770623466086172,1.3269211954181248,1.14647744099822,0,0,0,0,0,0 +451,US_GA_13267,13267,Tattnall County,GA,Georgia,32.04,-82.06,google,25409.0,1264.0,20.102056962025316,10.142898076314209,3.049370522082446,0.11165335117478059,0.11578574520839073,0.15628320673777008,0.1489236097445787,0.1395962060687158,0.13239403361013813,0.10208981069699713,0.06340273131567555,0.029871305442953286,0.2042819473414932,0.6513991105513794,0.1443189421071274,1.0,0.4245739698532016,0.5754260301467984,,201.5,1,,1,-0.4444982949264256,-0.2544024605264974,-0.6066721200269062,1.9703361538258504,-0.9783820746724057,-3.7566977110584,0,0,0,0,0,0 +452,US_GA_13269,13269,Taylor County,GA,Georgia,32.55,-84.25,google,8110.0,983.0,8.250254323499492,9.000976444070345,2.2246510455787463,0.10702836004932183,0.1184956843403206,0.1249075215782984,0.10246609124537608,0.12959309494451296,0.15018495684340322,0.13662145499383477,0.08803945745992602,0.04266337854500617,0.20182490752157833,0.5991615289765722,0.19901356350184957,1.0,0.5207151664611591,0.47928483353884094,,201.5,1,,1,-1.305849383290254,-0.8299430179933941,-0.6874522686313876,0.2504524801253441,0.31444200382001214,0.9477590243030845,0,0,0,0,0,0 +453,US_GA_13271,13271,Telfair County,GA,Georgia,31.93,-82.94,google,15929.0,1150.0,13.851304347826087,9.675959402904095,2.698087696261896,0.08274216837215143,0.10176407809655345,0.13164668215204972,0.1607131646682152,0.1458974198003641,0.13547617552890953,0.12116265930064662,0.07175591688116015,0.048841735199949776,0.1641534308493942,0.6546675874191726,0.18117898173143324,1.0000000000000002,0.41295749890137484,0.5870425010986251,,201.5,1,,1,-0.7967099731925155,-0.49954947009927203,-1.9259781806106024,2.0779483332820354,-0.10711638994301846,-4.325124014647066,0,0,0,0,0,0 +454,US_GA_13273,13273,Terrell County,GA,Georgia,31.78,-84.44,google,8695.0,874.0,9.948512585812358,9.070618428801046,2.3932036101237273,0.12639447958596894,0.1257044278320874,0.13041978148361127,0.11408855664174813,0.10005750431282347,0.13812535940195514,0.1354801610120759,0.08499137435307648,0.04473835537665325,0.22695802185163888,0.5755721679125935,0.19746981023576768,1.0,0.5207590569292697,0.4792409430707303,,201.5,1,,1,-1.253318458531666,-0.7123165526018516,0.13884964720246715,-0.526209756981926,0.27795210147223637,0.9499067072486489,0,0,0,0,0,0 +455,US_GA_13275,13275,Thomas County,GA,Georgia,30.86,-83.92,google,44619.0,1430.0,31.2020979020979,10.705937467986523,3.472031602667113,0.130101526255631,0.13297025930657344,0.11636298437885206,0.11936618929155741,0.12091261570183105,0.13875254936237927,0.12239180618122325,0.07909186669356104,0.040050202828391494,0.2364777337008898,0.583184293686546,0.18033797261256415,0.9999999999999999,0.5262108070552903,0.47378919294470967,,201.5,1,,1,-0.019797878440151115,0.04055673574533824,0.45182940911816133,-0.2755861552359813,-0.12699543492733137,1.2166760372004117,0,0,0,0,0,0 +456,US_GA_13277,13277,Tift County,GA,Georgia,31.46,-83.53,google,40431.0,696.0,58.09051724137931,10.607376829627976,4.07907045876959,0.13660310158047043,0.14849991343276198,0.14216813830971284,0.127303306868492,0.11698943879696273,0.12168880314610077,0.10551309638643615,0.06532116445301872,0.03591303702604437,0.25540303232668005,0.5906062180010387,0.15399074967228116,1.0,0.5155697360935916,0.4844302639064085,,201.5,1,,1,-0.09414213352983711,0.4641862141304285,1.0740368405909262,-0.031224795634046763,-0.7497682661493159,0.6959787739724673,0,0,0,0,0,0 +457,US_GA_13279,13279,Toombs County,GA,Georgia,32.12,-82.34,google,26859.0,955.0,28.12460732984293,10.198393470077228,3.371583429557826,0.1422242079005175,0.1469153728731524,0.12312446479764697,0.12144904873599166,0.11806098514464425,0.12457649205108158,0.11027960832495626,0.07330876056442906,0.04006105960758033,0.25975650619903945,0.5717338694664731,0.16850962433448752,1.0,0.5267508097844298,0.4732491902155702,,201.5,1,,1,-0.4026381387937957,-0.029542248448581238,1.2171660904730492,-0.6525828897583512,-0.4065836846079009,1.2430998759484664,0,0,0,0,0,0 +458,US_GA_13281,13281,Towns County,GA,Georgia,34.92,-83.74,google,11553.0,446.0,25.90358744394619,9.354786976341211,3.2922596399443247,0.06993854410109929,0.12845148446291008,0.10525404656799099,0.06664935514584956,0.0882887561672293,0.11797801436856228,0.17882801004068208,0.15857353068467064,0.0860382584610058,0.17269973167142733,0.4932744741625552,0.33402579416601746,1.0,0.5228079286765343,0.47719207132346575,,201.5,1,,1,-1.0389702223733566,-0.08489932366655271,-1.6450012730217132,-3.2358003543413743,3.5057441509531078,1.0501637128964516,0,0,0,0,0,0 +459,US_GA_13285,13285,Troup County,GA,Georgia,33.03,-85.03,google,70062.0,1155.0,60.65974025974026,11.157150116274332,4.121631209989519,0.13253975050669406,0.1409894093802632,0.1436584739230967,0.12657360623447803,0.12150666552482087,0.13161200079929206,0.10820416202791813,0.06077474237104279,0.03414118923239416,0.24533127801090465,0.6056507093716993,0.14901801261739603,0.9999999999999999,0.5178270674545402,0.48217293254545973,,201.5,1,,1,0.32055166456879564,0.4938877540857758,0.7429075671693998,0.46410393719545895,-0.8673095167628054,0.8064362895811147,0,0,0,0,0,0 +460,US_GA_13287,13287,Turner County,GA,Georgia,31.72,-83.63,google,7895.0,751.0,10.512649800266312,8.974111581113318,2.4434464134634424,0.13286890436985435,0.13274224192526915,0.13261557948068398,0.1156428119062698,0.10740975300823306,0.12691576947435085,0.11652944901836605,0.08841038632045599,0.046865104496516784,0.23906269791006968,0.5673970867637745,0.19354021532615578,1.0,0.5139962001266625,0.4860037998733376,,201.5,1,,1,-1.3261135400356778,-0.6772539987678758,0.5368153304949072,-0.7953682473859168,0.18506774121304423,0.6189812730141687,0,0,0,0,0,0 +461,US_GA_13289,13289,Twiggs County,GA,Georgia,32.67,-83.43,google,8253.0,940.0,8.779787234042553,9.018453210312527,2.280317728599705,0.10844541378892524,0.10129649824306312,0.10929359020962075,0.10517387616624257,0.10711256512783231,0.16539440203562342,0.15606446140797287,0.10577971646673937,0.04143947655398037,0.18948261238337577,0.5852659638919181,0.22525142372470616,1.0,0.5085423482370047,0.4914576517629953,,201.5,1,,1,-1.2926666646178666,-0.7910953434919517,-1.093230159288008,-0.20704870590706984,0.9346298138685645,0.3521090979091554,0,0,0,0,0,0 +462,US_GA_13291,13291,Union County,GA,Georgia,34.83,-83.99,google,23376.0,852.0,27.43661971830986,10.059507911994038,3.347677741271522,0.07944045174537988,0.09984599589322382,0.08418891170431211,0.08127994524298426,0.09629534565366188,0.1447210814510609,0.1915639972621492,0.1512662559890486,0.07139801505817933,0.15931724845995893,0.5222364818617385,0.31844626967830253,1.0,0.5156570841889117,0.4843429158110883,,201.5,1,,1,-0.5073994667475394,-0.04622512493557488,-2.08497744831905,-2.282247707037419,3.1374888476789233,0.7002529597517974,0,0,0,0,0,0 +463,US_GA_13293,13293,Upson County,GA,Georgia,32.88,-84.3,google,26201.0,849.0,30.861012956419316,10.173591022713616,3.4613830979632803,0.12232357543605206,0.12323957100874013,0.12468989733216289,0.10904163963207511,0.12392656768825618,0.14537613068203503,0.12827754665852448,0.08152360596923781,0.041601465592916304,0.22091523224304419,0.5918209228655394,0.18726384489141637,1.0,0.5252089614900195,0.47479103850998056,,201.5,1,,1,-0.4213466161774447,0.033125546707079526,-0.05981927082296871,0.00876846212861515,0.036712334106194164,1.167652941133181,0,0,0,0,0,0 +464,US_GA_13295,13295,Walker County,GA,Georgia,34.73,-85.3,google,68999.0,447.0,154.36017897091722,11.141861783579396,5.045746156517874,0.11571182191046248,0.12536413571211177,0.11740749865940087,0.12023362657429817,0.13156712416121974,0.1387121552486268,0.12662502355106595,0.08216061102334817,0.042218003159466076,0.21600313048015188,0.5963057435615009,0.18769112595834722,1.0,0.5066015449499268,0.4933984550500732,,201.5,1,,1,0.3090196805567443,1.1387926540442466,-0.22131454133125317,0.15642786101200812,0.046812033812049327,0.25714018324984217,0,0,0,0,0,0 +465,US_GA_13297,13297,Walton County,GA,Georgia,33.78,-83.74,google,91296.0,330.0,276.6545454545454,11.421873207335643,5.62637769872071,0.12739879074658256,0.14550473186119875,0.12249167542937259,0.11945758850332983,0.13515378548895898,0.1411452856642131,0.10772651594812478,0.06946635120925342,0.031655275148966,0.24380257623554155,0.6012125394321767,0.1549848843322818,1.0,0.5133302663862601,0.48666973361373994,,201.5,1,,1,0.5202321996967986,1.5439934659603036,0.6926484075152248,0.31798047990710393,-0.7262697722766308,0.5863952788631344,0,0,0,0,0,0 +466,US_GA_13299,13299,Ware County,GA,Georgia,31.05,-82.42,google,35668.0,908.0,39.28193832599119,10.48203724319685,3.695903187993244,0.135527643826399,0.12582707188516318,0.1358921161825726,0.12240663900414937,0.11929460580912864,0.12781765167657283,0.11789278905461478,0.07067960076258832,0.04466188179881126,0.23618930133452953,0.5895228215767634,0.17428787708870697,0.9999999999999999,0.5025793428283055,0.49742065717169454,,201.5,1,,1,-0.18868573979761546,0.19678825529891023,0.4423466122875708,-0.06689482028073347,-0.27000235171305637,0.060322621895707786,0,0,0,0,0,0 +467,US_GA_13301,13301,Warren County,GA,Georgia,33.41,-82.68,google,5265.0,287.0,18.34494773519164,8.569026340056254,2.9624312864270195,0.10902184235517569,0.11832858499525166,0.11358024691358025,0.09895536562203229,0.11149097815764482,0.152326685660019,0.1452991452991453,0.09648622981956315,0.054510921177587844,0.20368471035137703,0.5726685660018993,0.22364672364672364,1.0,0.5291547958214625,0.47084520417853754,,201.5,1,,1,-1.6316691958813423,-0.31507406775832386,-0.6263074928127442,-0.6218086987893102,0.8966993035794,1.3607336136452317,0,0,0,0,0,0 +468,US_GA_13303,13303,Washington County,GA,Georgia,32.97,-82.79,google,20311.0,684.0,29.694444444444443,9.918967123384514,3.424081675495743,0.1216089803554724,0.12047658904042145,0.13485303530106837,0.12175668357047906,0.1168824774752597,0.14824479346167102,0.12303677810053666,0.07168529368322583,0.041455369011865494,0.21799025158780957,0.6073506966668307,0.17465905174535964,1.0,0.49598739599231945,0.5040126040076806,,201.5,1,,1,-0.613409334509176,0.00709429354414021,-0.1559839198774856,0.5200747594703725,-0.2612288467282857,-0.26223971127513523,0,0,0,0,0,0 +469,US_GA_13305,13305,Wayne County,GA,Georgia,31.55,-81.91,google,29797.0,649.0,45.91217257318952,10.302196556147285,3.8482771849151094,0.1358190421854549,0.13259724133302012,0.12363660771218579,0.13145618686444943,0.12823438601201465,0.13232875792865054,0.11269590898412592,0.06960432258281035,0.033627546397288315,0.241896835251871,0.5985233412759674,0.15957982347216162,1.0,0.49018357552773767,0.5098164244722623,,201.5,1,,1,-0.32433950722634197,0.3031243097154403,0.6299933220685866,0.22944062287742117,-0.6176585814911123,-0.5462368242585475,0,0,0,0,0,0 +470,US_GA_13307,13307,Webster County,GA,Georgia,32.05,-84.55,google,2589.0,210.0,12.32857142857143,7.859413154693583,2.589909958797985,0.09154113557358054,0.1320973348783314,0.10390112012359985,0.08613364233294708,0.12205484743144071,0.15874855156431056,0.14986481266898416,0.09578988026264967,0.059868675164156046,0.19721900347624566,0.5721900347624566,0.23059096176129779,1.0,0.49555813055233683,0.5044418694476632,,201.5,1,,1,-2.1669301737545847,-0.5750426251650813,-0.8388806704929616,-0.6375639853332449,1.0608411883273683,-0.2832448657940565,0,0,0,0,0,0 +471,US_GA_13309,13309,Wheeler County,GA,Georgia,32.12,-82.72,google,7960.0,300.0,26.533333333333335,8.982309899088579,3.3153973918588227,0.09120603015075376,0.09949748743718594,0.17123115577889447,0.15665829145728644,0.15891959798994976,0.12964824120603016,0.09685929648241207,0.06293969849246231,0.033040201005025124,0.1708040201005025,0.6847864321608039,0.14440954773869347,1.0,0.3521356783919598,0.6478643216080402,,201.5,1,,1,-1.3199295516503564,-0.06875236095402464,-1.7073266212595977,3.0695889831783183,-0.9762404172452472,-7.301305227777316,0,0,0,0,0,0 +472,US_GA_13311,13311,White County,GA,Georgia,34.683333,-83.75,google,29445.0,242.0,121.67355371900827,10.290313356425354,4.809526792373218,0.10212260146034981,0.12796739684156902,0.11506197996264221,0.09896417048734929,0.1195788758702666,0.14250297164204448,0.14192562404482933,0.10453387671930718,0.047342502971642046,0.20449651893360501,0.572664289353031,0.2228391917133639,0.9999999999999999,0.5109526235354049,0.489047376464595,,201.5,1,,1,-0.3333030006261621,0.9739440862613546,-0.5996176453877062,-0.6219495042849884,0.8776115633048186,0.47005058669540756,0,0,0,0,0,0 +473,US_GA_13313,13313,Whitfield County,GA,Georgia,34.8,-84.97,google,104234.0,751.0,138.7936085219707,11.554403244416537,4.940167110027615,0.13956098777750062,0.15100638946984668,0.13669244200548766,0.12734808219966615,0.13028378456165934,0.12665732870272656,0.09608189266458161,0.06037377439223286,0.03199531822629852,0.26036609935337796,0.5992238616957999,0.14041003895082219,1.0,0.5020818542893873,0.49791814571061266,,201.5,1,,1,0.6201995603782959,1.065113027207455,1.237207697123708,0.2525047387273931,-1.0707773411922328,0.03597912097983657,0,0,0,0,0,0 +474,US_GA_13315,13315,Wilcox County,GA,Georgia,31.97,-83.44,google,8791.0,382.0,23.013089005235603,9.081597496083457,3.17859905690308,0.10374246388351724,0.10658628142418382,0.14401092025935616,0.1423046297349562,0.13593447844386305,0.13081560687066318,0.1138664543282903,0.07553179388010466,0.047207371175065405,0.18901148902286427,0.6313161187578205,0.17967239221931522,0.9999999999999999,0.40143328404049594,0.5985667159595041,,201.5,1,,1,-1.2450369519151896,-0.16421874947045745,-1.1087192916841124,1.3091185272912171,-0.14272784766961438,-4.889035970549718,0,0,0,0,0,0 +475,US_GA_13317,13317,Wilkes County,GA,Georgia,33.79,-82.74,google,9860.0,474.0,20.80168776371308,9.19634286233233,3.0819873871520533,0.11308316430020283,0.12099391480730223,0.1103448275862069,0.09888438133874239,0.11024340770791075,0.14574036511156185,0.13691683569979715,0.1063894523326572,0.05740365111561866,0.20987829614604464,0.557870182555781,0.23225152129817445,1.0,0.5256592292089249,0.47434077079107506,,201.5,1,,1,-1.1584845622306539,-0.23164038294762476,-0.42268084548181367,-1.1090345105296684,1.1000920561147358,1.189685795701846,0,0,0,0,0,0 +476,US_GA_13319,13319,Wilkinson County,GA,Georgia,32.8,-83.17,google,8954.0,452.0,19.809734513274336,9.099967314494812,3.035420882672762,0.12072816618271164,0.1315613133794952,0.10687960687960688,0.11681929863748046,0.10721465266919812,0.15289256198347106,0.13491177127540763,0.08543667634576725,0.04355595264686174,0.2259772168863078,0.5775742684833595,0.1964485146303328,1.0,0.5206611570247934,0.4793388429752066,,201.5,1,,1,-1.2311806043035114,-0.26413738672994747,0.10660370222050815,-0.4602920789241128,0.25381160070094655,0.9451161920350429,0,0,0,0,0,0 +477,US_GA_13321,13321,Worth County,GA,Georgia,31.55,-83.85,google,20528.0,575.0,35.70086956521739,9.929593799620607,3.6028004486549623,0.12163873733437257,0.12485385814497273,0.12056703039750584,0.11170109119251753,0.1193004676539361,0.14375487139516757,0.13040724863600936,0.08768511301636789,0.04009158222915043,0.2215218238503507,0.5854978565861263,0.192980319563523,1.0,0.5171473109898675,0.4828526890101325,,201.5,1,,1,-0.6053936363358585,0.1318153717584189,-0.039876346095704555,-0.19941381074547118,0.17183341021450474,0.7731739110018767,0,0,0,0,0,0 +478,US_HI_15001,15001,Hawaii County,HI,Hawaii,19.583333,-155.5,google,199981.0,13174.0,15.17997570973129,12.205982641479931,2.7837744103765174,0.1226416509568409,0.11493091843725153,0.11079552557492962,0.12188157874998125,0.11320575454668194,0.13303263810061955,0.15797000715067933,0.08109270380686165,0.04444922267615423,0.21458638570664212,0.5808866842350023,0.20452693005835554,1.0,0.5038978702976783,0.4961021297023217,,975.0,1,,1,1.1116856720067911,-0.43975195031944825,-0.2678928883369221,-0.3512332442688259,0.44476218624463265,0.1248418462542746,0,0,0,0,0,0 +479,US_HI_15003,15003,Honolulu County,HI,Hawaii,21.466667,-157.966667,google,986353.0,5509.0,179.0439281176257,13.801770595519397,5.19320086621397,0.12390594442354816,0.110664234812486,0.15280634823435424,0.14063018006737954,0.11984147663159132,0.12145550325289221,0.10957334747296353,0.06981983123688984,0.051303133867895166,0.21243733227353698,0.6116530288851963,0.17590963884126676,1.0,0.49631926906492907,0.5036807309350709,,975.0,1,,1,2.3153879683796483,1.2416957238000266,-0.3385473621790354,0.661725860423547,-0.23166855234078976,-0.24600023676463983,0,0,0,0,0,0 +480,US_HI_15007,15007,Kauai County,HI,Hawaii,22.066667,-159.65,google,71827.0,3280.0,21.898475609756098,11.182029651161788,3.1310703410849365,0.12425689503946984,0.11346708062427778,0.11002826235259722,0.1284753644172804,0.11949545435560444,0.13508847647820457,0.14387347376334805,0.07786765422473443,0.04744733874448327,0.21503055953889205,0.5877177106102162,0.19725172985089173,1.0,0.5046848678073705,0.4953151321926295,,975.0,1,,1,0.3393182890447554,-0.19738724418532358,-0.2532897761347704,-0.12632676155727168,0.27279730625791715,0.16335182809152948,0,0,0,0,0,0 +481,US_HI_15009,15009,Maui County,HI,Hawaii,20.86774,-156.61706,google,166146.0,6213.0,26.741670690487688,12.02062821764621,3.322935639839085,0.12291598955135845,0.11544063654857775,0.1083565057238814,0.13749352978705476,0.12808012230207166,0.1415261276226933,0.1339183609596379,0.07303215244423579,0.03923657506048897,0.21526849879022064,0.6055035932252356,0.17922790798454372,0.9999999999999999,0.5020704681424771,0.4979295318575229,975.0,975.0,0,,1,0.9718728948475525,-0.06349170255017955,-0.2454670424837429,0.4592602470625559,-0.15323418095375566,0.035421965073612796,0,0,0,0,0,0 +482,US_ID_16001,16001,Ada County,ID,Idaho,43.45,-116.24,google,456548.0,2746.0,166.25928623452293,13.03145131170149,5.119545220543359,0.12559468007745078,0.14115273749967144,0.1320167868438806,0.14555534138798112,0.13344270481964657,0.1252529854473133,0.10786379526358675,0.059614761208021935,0.029506207452447496,0.23851687007718791,0.6184302636305492,0.1430528662922628,0.9999999999999999,0.4994699352532483,0.5005300647467517,,2877.0,1,,1,1.7343364016443743,1.190294232047264,0.5188701376269386,0.8848612935728789,-1.0083084779807172,-0.09182935795858985,0,0,0,0,0,0 +483,US_ID_16003,16003,Adams County,ID,Idaho,44.9,-116.45,google,4127.0,3548.0,1.1631905298759864,8.325548307161398,0.7715842290259277,0.09595347710201114,0.09934577174703174,0.07632662951296341,0.08698812696874243,0.09425732977950085,0.14562636297552703,0.225345287133511,0.12406106130361037,0.05209595347710201,0.17543009449963654,0.5357402471528956,0.2888296583474679,1.0,0.48509813423794523,0.5149018657620548,,2877.0,1,,1,-1.8153245910546265,-1.8439834395690406,-1.5552350782619817,-1.837646238945235,2.4374370459573527,-0.7950816417992232,0,0,0,0,0,0 +484,US_ID_16005,16005,Bannock County,ID,Idaho,42.67,-112.22,google,85482.0,2972.0,28.76244952893674,11.356072804746109,3.3932475160177336,0.14488430312814393,0.15054631384385017,0.14810135467115884,0.14041552607566504,0.11026882852530358,0.10930956224702276,0.10757820359841838,0.058292973959430054,0.03060293395100723,0.26532135420322406,0.5919936360871295,0.14268500970964648,1.0,0.5024566575419387,0.49754334245806137,,2877.0,1,,1,0.47059897900554737,-0.014423701168716765,1.4001217125577425,0.014454916996737096,-1.017003553205869,0.05431928885907262,0,0,0,0,0,0 +485,US_ID_16011,16011,Bingham County,ID,Idaho,43.22,-112.4,google,45884.0,5491.0,8.356219267892916,10.733893545253114,2.236041284519663,0.16694272513294395,0.16962339813442595,0.11869061110626798,0.12623136605352628,0.1088832708569436,0.11400488187603522,0.10411036526893906,0.05901839421148984,0.03249498735942812,0.30264144364048473,0.5537899921541277,0.1435685642053875,1.0,0.5007409990410601,0.49925900095893994,,2877.0,1,,1,0.0012893808778499708,-0.8219942006603442,2.627095059200097,-1.2433717567389637,-0.996118857460184,-0.029632663839741485,0,0,0,0,0,0 +486,US_ID_16013,16013,Blaine County,ID,Idaho,43.39,-113.98,google,22373.0,6892.0,3.2462275101567033,10.015654849406875,1.446030944077501,0.10990926563268225,0.13471595226388952,0.0977964510794261,0.11732892325571001,0.13265990256112278,0.14700755374782104,0.14347651186698251,0.08599651365485184,0.03110892593751397,0.2176820274437939,0.593474277030349,0.18884369552585706,1.0,0.49559737183211905,0.504402628167881,,2877.0,1,,1,-0.540477816540525,-1.3733125636875756,-0.16611741138839603,0.06320392313533515,0.07405547477602857,-0.28132468059261295,0,0,0,0,0,0 +487,US_ID_16017,16017,Bonner County,ID,Idaho,48.29,-116.6,google,43654.0,4972.0,8.779967819790828,10.684073102244907,2.280336193631377,0.10397672607321208,0.11433087460484721,0.08833096623448024,0.10409126311449123,0.11084894854996105,0.1472946350849865,0.18344252531268612,0.10406835570623539,0.043615705319100195,0.19544142575708984,0.5651532505612316,0.23940532368167866,1.0,0.5016264259861639,0.4983735740138361,,2877.0,1,,1,-0.03629016188250863,-0.79108245744412,-0.897322129660847,-0.8692448920327465,1.2691874395058191,0.013693744635806708,0,0,0,0,0,0 +488,US_ID_16019,16019,Bonneville County,ID,Idaho,43.38,-111.6,google,114488.0,4923.0,23.255738370912045,11.64823402749243,3.188653223242161,0.1732233945915729,0.1604272936901684,0.12787366361540073,0.14008455034588776,0.10902452658793935,0.10808993082244428,0.09596638949060164,0.054774299489902874,0.030535951366082035,0.3015652295437076,0.5651413248550067,0.13329344560128573,1.0,0.5015984207951925,0.4984015792048075,,2877.0,1,,1,0.6909760872802669,-0.1572023267176069,2.591712346244755,-0.8696375370751696,-1.2389932096726306,0.012323372579506987,0,0,0,0,0,0 +489,US_ID_16025,16025,Camas County,ID,Idaho,43.47,-114.81,google,1096.0,2795.0,0.392128801431127,7.00033446027523,0.330834087395354,0.11587591240875912,0.14051094890510948,0.058394160583941604,0.10766423357664233,0.13412408759124086,0.13686131386861314,0.1678832116788321,0.1031021897810219,0.035583941605839414,0.2282846715328467,0.5490875912408759,0.22262773722627738,1.0,0.49178832116788324,0.5082116788321168,,2877.0,1,,1,-2.8149329329048736,-2.151566307980341,0.18246593600879585,-1.3981948230846795,0.8726133853224204,-0.467712146995482,0,0,0,0,0,0 +490,US_ID_16027,16027,Canyon County,ID,Idaho,43.63,-116.71,google,216858.0,1563.0,138.7447216890595,12.287002651745597,4.93981734165508,0.15690451816395984,0.16067196045338425,0.1344289811766225,0.13127023213346983,0.12122218225751413,0.1103763753239447,0.09705429359304245,0.06049119700449142,0.027580259893570908,0.28544208652666725,0.5779593097787492,0.13659860369458354,1.0,0.5046389803465863,0.4953610196534138,,2877.0,1,,1,1.1727990374524127,1.0648689370776003,2.061631442251525,-0.44761487952710455,-1.1608687459268805,0.16110642672799672,0,0,0,0,0,0 +491,US_ID_16029,16029,Caribou County,ID,Idaho,42.76,-111.55,google,6973.0,4658.0,1.4969944182052384,8.849944227235596,0.9150877758947525,0.15689086476409006,0.15445288971748172,0.09508102681772551,0.134518858454037,0.10311200344184712,0.11917395669009034,0.11989100817438691,0.07600745733543668,0.04087193460490463,0.28045317653807544,0.5427219274343899,0.1768248960275348,1.0,0.4898895740714183,0.5101104259285817,,2877.0,1,,1,-1.4197729316978476,-1.7438377370405884,1.897610946129979,-1.607779587979722,-0.21003449586051742,-0.5606231350200802,0,0,0,0,0,0 +492,US_ID_16031,16031,Cassia County,ID,Idaho,42.27,-113.61,google,23650.0,6683.0,3.5388298668262754,10.071160676324263,1.5126692402484385,0.17002114164904863,0.1772093023255814,0.12469344608879493,0.12122621564482029,0.10422832980972516,0.10828752642706131,0.0985200845665962,0.06067653276955603,0.035137420718816065,0.3117885835095138,0.5431374207188161,0.14507399577167018,1.0,0.4889217758985201,0.51107822410148,,2877.0,1,,1,-0.49860979068319855,-1.3268082149731997,2.9278257644728134,-1.5940997794037153,-0.9605347702541134,-0.6079801972743346,0,0,0,0,0,0 +493,US_ID_16037,16037,Custer County,ID,Idaho,44.23,-114.29,google,4135.0,12786.0,0.32340059440012514,8.327484416188264,0.2802046317419545,0.09068923821039904,0.09480048367593712,0.08101571946795647,0.09407496977025392,0.11172914147521161,0.14727932285368803,0.20193470374848851,0.12309552599758163,0.05538089480048368,0.16652962515114875,0.5540266021765418,0.2794437726723096,1.0,0.48585247883917776,0.5141475211608223,,2877.0,1,,1,-1.813864184691884,-2.1868986918528983,-1.8478559917665056,-1.2355815470409697,2.2155816113753954,-0.7581694577900823,0,0,0,0,0,0 +494,US_ID_16039,16039,Elmore County,ID,Idaho,43.34,-115.47,google,26881.0,8030.0,3.347571606475716,10.199212196631093,1.4696174378353792,0.1544213384918716,0.12551616383319072,0.19240355641531193,0.13157992634202598,0.09772701908411145,0.11621591458651091,0.09582976823778877,0.057475540344481234,0.028830772664707415,0.2548342695584242,0.6109445333134927,0.13422119712808303,0.9999999999999999,0.4776608013094751,0.5223391986905249,,2877.0,1,,1,-0.40202057364017113,-1.356852440999982,1.0553376153817897,0.6383991686065239,-1.217063822794794,-1.1590110729164889,0,0,0,0,0,0 +495,US_ID_16043,16043,Fremont County,ID,Idaho,44.22,-111.48,google,13122.0,4910.0,2.6725050916496946,9.482121694896287,1.3008740154909912,0.1348117664990093,0.15660722450845907,0.11880810852004267,0.11957018747142203,0.11644566377076665,0.12254229538180156,0.1203322664228014,0.07544581618655692,0.03543667123914038,0.26009754610577657,0.5688538332571255,0.171048620637098,1.0,0.4791952446273434,0.5208047553726566,,2877.0,1,,1,-0.9429216886413204,-1.4746120988374374,1.228378466488688,-0.7474059483072968,-0.3465690895432608,-1.0839264842441378,0,0,0,0,0,0 +496,US_ID_16045,16045,Gem County,ID,Idaho,44.06,-116.41,google,17311.0,1465.0,11.816382252559727,9.759155181646207,2.5507242160796917,0.12327421870486974,0.1311304950609439,0.09912772225752411,0.10692623187568598,0.10455779562128127,0.1453411125873722,0.14331927676044134,0.09814568771301485,0.048177459418866614,0.22817861475362486,0.553838599734273,0.21798278551210212,1.0,0.5004910172722546,0.49950898272774535,,2877.0,1,,1,-0.7339554263450385,-0.6023888742247635,0.17897910510088227,-1.241771388173084,0.7628200406316777,-0.0418649685901162,0,0,0,0,0,0 +497,US_ID_16047,16047,Gooding County,ID,Idaho,42.97,-114.8,google,15121.0,1901.0,7.954234613361389,9.623905916118215,2.192126561548477,0.14853514979168045,0.15389193836386483,0.11784934858805635,0.11540242047483631,0.11150056213213412,0.11937041200978771,0.11460882216784604,0.07578863831757159,0.0430527081542226,0.27164870048277234,0.5522055419615105,0.1761457575557172,1.0,0.48905495668275906,0.5109450433172409,,2877.0,1,,1,-0.8359739000944403,-0.852640626335884,1.6081460060963126,-1.2955386055080154,-0.22608738271862147,-0.6014632902715165,0,0,0,0,0,0 +498,US_ID_16049,16049,Idaho County,ID,Idaho,45.85,-115.46,google,16373.0,22021.0,0.7435175514281822,9.703449989936393,0.5559046538613232,0.10437916081353447,0.11219690954620412,0.08972088193977891,0.09625603127099493,0.09637818359494289,0.14126916264581935,0.1791974592316619,0.12038111525071764,0.06022109570634581,0.19413668845049778,0.5356623709766078,0.2702009405728944,1.0,0.47486715934770657,0.5251328406522934,2877.0,2877.0,0,,1,-0.7759738329956599,-1.994498064797372,-0.9402180048770532,-1.840210254355782,1.9971075532893177,-1.2957117611430233,0,0,0,0,0,0 +499,US_ID_16051,16051,Jefferson County,ID,Idaho,43.82,-112.31,google,28439.0,2863.0,9.933286762137618,10.255551883917176,2.3918119671523326,0.18372657266429904,0.18439466929216922,0.11220507050177574,0.13488519286894757,0.11100952916769226,0.11034143253982208,0.09057983754703049,0.049474313442807415,0.02338338197545624,0.3312423080980344,0.5506100777101867,0.1181476141917789,0.9999999999999999,0.49217623685783607,0.5078237631421639,,2877.0,1,,1,-0.3595235671979793,-0.7132877276430267,3.5674062671713043,-1.3480680840003358,-1.5969972516731237,-0.44873035100439745,0,0,0,0,0,0 +500,US_ID_16053,16053,Jerome County,ID,Idaho,42.69,-114.26,google,23768.0,1559.0,15.245670301475304,10.076137489633352,2.7878264302873728,0.1743099966341299,0.15811174688657018,0.1294177044766072,0.13450858296869742,0.10817064961292494,0.11763715920565466,0.0946650959272972,0.05528441602154157,0.02789464826657691,0.300799394143386,0.5686889936048468,0.13051161225176708,1.0,0.4898603163917873,0.5101396836082127,,2877.0,1,,1,-0.4948557821423991,-0.43692419874475846,2.5665339600651222,-0.7528331717388892,-1.3047477764819726,-0.5620547948376972,0,0,0,0,0,0 +501,US_ID_16055,16055,Kootenai County,ID,Idaho,47.68,-116.7,google,157320.0,3408.0,46.16197183098591,11.96604358299643,3.8535878863087896,0.12396389524535978,0.12806381896770913,0.1209445715738622,0.12473302822273075,0.11732773963895245,0.13243071446732774,0.1321573862191711,0.08172514619883041,0.03865369946605644,0.22641495041952706,0.5871275108060005,0.1864575387744724,1.0,0.5064200355962369,0.493579964403763,,2877.0,1,,1,0.930699723995939,0.3068304475328915,0.1209950765792031,-0.14575865286790182,0.017653568618122516,0.2482584246320512,0,0,0,0,0,0 +502,US_ID_16057,16057,Latah County,ID,Idaho,46.84,-116.676667,google,39741.0,2789.0,14.2491932592327,10.590163841965762,2.72452660062019,0.10762185148838731,0.145315920585793,0.26023502176593444,0.11393774691125035,0.09209632369593115,0.09823607860899324,0.09924259580785587,0.05347122618957752,0.029843234946277143,0.22387458795702173,0.6431896530031956,0.13293575903978258,1.0,0.48919252157721244,0.5108074784227875,,2877.0,1,,1,-0.10712588411148379,-0.48109875784291084,0.037475527743589046,1.7000458459401564,-1.2474478947490146,-0.594731856535576,0,0,0,0,0,0 +503,US_ID_16063,16063,Lincoln County,ID,Idaho,42.98,-114.13,google,5376.0,3123.0,1.7214217098943323,8.589885876809678,1.0011544312155476,0.15513392857142858,0.16908482142857142,0.11755952380952381,0.13653273809523808,0.11607142857142858,0.11365327380952381,0.10788690476190477,0.052455357142857144,0.03162202380952381,0.2904017857142857,0.571577380952381,0.13802083333333334,1.0,0.48400297619047616,0.5159970238095238,,2877.0,1,,1,-1.6159348545938226,-1.6837750706505101,2.224691574269747,-0.6577351581520028,-1.1272513138058722,-0.848670777720949,0,0,0,0,0,0 +504,US_ID_16065,16065,Madison County,ID,Idaho,43.79,-111.66,google,39370.0,1226.0,32.11256117455139,10.580784783666008,3.4999127020725522,0.16210312420624842,0.18348996697993397,0.34058928117856235,0.08930657861315723,0.06797053594107189,0.060375920751841505,0.05194310388620777,0.02821945643891288,0.01600203200406401,0.3088950977901956,0.6209118618237236,0.07019304038608078,0.9999999999999999,0.4935483870967742,0.5064516129032258,,2877.0,1,,1,-0.11420050451117442,0.060013901426236874,2.832696575073039,0.9665660756178364,-2.7305059241699547,-0.38158721506213106,0,0,0,0,0,0 +505,US_ID_16067,16067,Minidoka County,ID,Idaho,42.85,-113.64,google,20722.0,1976.0,10.486842105263158,9.938999473537487,2.441202215553271,0.1610365794807451,0.14882733326898948,0.1280281826078564,0.11717015732072193,0.10529871634012161,0.11996911495029437,0.10703600038606312,0.0692018144966702,0.04343210114853779,0.2800984460959367,0.5537496380658238,0.16615191583823954,1.0,0.5002412894508252,0.4997587105491748,,2877.0,1,,1,-0.5982989397854649,-0.6788201396837686,1.8859484661008625,-1.244700385200479,-0.4623131555556541,-0.054084846987525914,0,0,0,0,0,0 +506,US_ID_16069,16069,Nez Perce County,ID,Idaho,46.33,-116.75,google,40289.0,2218.0,18.164562669071234,10.603858578185394,2.953062879322024,0.11871726774057435,0.12080220407555411,0.13723348804884708,0.1176003375611209,0.11338082354985232,0.13045744496016282,0.1282980466132195,0.08036933157933927,0.05314105587132964,0.21535903100101766,0.5869815582417037,0.19765941075727866,1.0,0.5052247511727767,0.4947752488272233,,2877.0,1,,1,-0.09679594936416087,-0.32161192505574593,-0.242490613130665,-0.15056403291998527,0.28243371434848485,0.1897698260393956,0,0,0,0,0,0 +507,US_ID_16073,16073,Owyhee County,ID,Idaho,42.56,-116.17,google,11618.0,19934.0,0.5828233169459215,9.360396968182862,0.4592101618749604,0.13590979514546395,0.15458770872783612,0.11266999483559993,0.11137889481838527,0.11344465484592874,0.13212256842830092,0.12472026166293682,0.0755723876742985,0.039593733861249786,0.2595799621277328,0.5628937855052505,0.1775262523670167,1.0,0.4914787398863832,0.5085212601136168,,2877.0,1,,1,-1.0347386074865954,-2.061977496782825,1.2113618474160996,-0.9436361051005574,-0.19345644229393763,-0.4828608220305315,0,0,0,0,0,0 +508,US_ID_16075,16075,Payette County,ID,Idaho,44.01,-116.76,google,23163.0,1062.0,21.810734463276837,10.05035462834568,3.1272312349570828,0.14130294003367438,0.14726071752363684,0.11181625868842551,0.11315460000863446,0.11729914087121703,0.12718559772050253,0.11630617795622329,0.08448819237577171,0.04118637482191426,0.25911151405258387,0.5570608297716185,0.1838276561757976,1.0,0.5024824072874844,0.49751759271251567,,2877.0,1,,1,-0.5143037854065382,-0.20006641127661953,1.1959606704317856,-1.1356818513479203,-0.04450931797794567,0.05557929568382943,0,0,0,0,0,0 +509,US_ID_16081,16081,Teton County,ID,Idaho,43.75,-111.21,google,11445.0,1167.0,9.80719794344473,9.345395602969047,2.3802123883783954,0.1436435124508519,0.13053735255570117,0.11061598951507208,0.1544779379641765,0.15919615552643077,0.12643075578855395,0.11157710790738314,0.04525993883792049,0.018261249453910004,0.24807339449541282,0.6326168632590651,0.11930974224552206,1.0,0.4763652249890782,0.5236347750109218,,2877.0,1,,1,-1.0460541320278653,-0.7213826353348338,0.8330601871285849,1.3519445763521338,-1.5695278754920927,-1.2224072335813079,0,0,0,0,0,0 +510,US_ID_16083,16083,Twin Falls County,ID,Idaho,42.35,-114.66,google,85374.0,4995.0,17.09189189189189,11.354808596873092,2.8954638761330016,0.15687445826598262,0.14551268536088272,0.13215967390540445,0.13922271417527585,0.10875676435448732,0.11257525710403636,0.10244336683299365,0.0653711902921264,0.037083889708810644,0.2732846065546888,0.5730386300278774,0.1536767634174339,1.0,0.5075784196593811,0.49242158034061895,,2877.0,1,,1,0.46964538744847883,-0.3618080927823595,1.6619297236092683,-0.609624614891933,-0.7571900012346122,0.30494138573785184,0,0,0,0,0,0 +511,US_ID_16085,16085,Valley County,ID,Idaho,44.74,-115.56,google,10667.0,9670.0,1.103102378490176,9.275003885301905,0.7434135776517353,0.10096559482516171,0.09824692978344426,0.0802474922658667,0.11887128527233524,0.11709009093465829,0.13715196400112498,0.20408737226961657,0.10537170713415206,0.037967563513640196,0.17956313865191714,0.5750539045654823,0.24538295678260055,1.0,0.48317240086247304,0.516827599137527,,2877.0,1,,1,-1.0991505800785528,-1.8636426726271018,-1.4193529008125008,-0.543273193735738,1.41048155231251,-0.8893131436775837,0,0,0,0,0,0 +512,US_ID_16087,16087,Washington County,ID,Idaho,44.45,-116.78,google,10051.0,3817.0,2.633219806130469,9.215526898663482,1.2901192540596844,0.11660531290418864,0.13869266739627897,0.09163267336583425,0.09471694358770272,0.11182966868968262,0.12486319769177197,0.15321858521540146,0.11073525022385833,0.057705700925281066,0.2275594468212118,0.5273903094219481,0.24505024375684012,1.0,0.5039299572181872,0.49607004278181277,,2877.0,1,,1,-1.1440140503264529,-1.4821174404304827,0.15862270827488767,-2.1125617527751923,1.4026171700393992,0.12641194871431374,0,0,0,0,0,0 +513,US_IL_17001,17001,Adams County,IL,Illinois,39.99,-91.19,google,66057.0,2257.0,29.26761187416925,11.098288422979353,3.4100782257742854,0.12499810769486958,0.12336315606218871,0.11738347185006888,0.11977534553491681,0.10972342068213815,0.13830479737196663,0.12549767624929983,0.07838684772242155,0.06256717683212983,0.22368863254462057,0.5726085047761782,0.2037028626792013,1.0,0.5074405437728022,0.4925594562271977,,222.5,1,,1,0.2761523098749521,-0.002678184842468163,0.031361867832251665,-0.6237861701504651,0.4252835954270435,0.298194734290347,0,0,0,0,0,0 +514,US_IL_17005,17005,Bond County,IL,Illinois,38.88,-89.44,google,16648.0,991.0,16.799192734611502,9.720105433544852,2.8791531042814893,0.09911100432484382,0.11586977414704469,0.12686208553580008,0.13575204228736185,0.12349831811629025,0.14578327727054302,0.12896444017299374,0.07322200864968766,0.050937049495434886,0.19180682364247956,0.619551898125901,0.1886412782316194,1.0,0.4784959154252763,0.5215040845747236,,222.5,1,,1,-0.7634106376990282,-0.37319076409252666,-1.0168170180043967,0.9217902783814924,0.0692709101292576,-1.1181466114214116,0,0,0,0,0,0 +515,US_IL_17011,17011,Bureau County,IL,Illinois,41.41,-89.53,google,33137.0,2262.0,14.649425287356323,10.408435939129243,2.7504341934592307,0.11090321996559736,0.1268370703443281,0.10848900021124423,0.10873042218667954,0.11642574765368018,0.14310287593928236,0.13537737272535233,0.08854150949090141,0.06159278148293448,0.21237287624105983,0.569804146422428,0.21782297733651207,1.0,0.5089778797115008,0.4910221202884993,,222.5,1,,1,-0.24420317774916428,-0.46301882781819537,-0.34066648448212444,-0.7161175913689884,0.7590426334191523,0.373420866962852,0,0,0,0,0,0 +516,US_IL_17015,17015,Carroll County,IL,Illinois,42.06,-89.92,google,14475.0,1206.0,12.002487562189055,9.580247384683632,2.5651406900939007,0.10100172711571676,0.11281519861830742,0.10044905008635578,0.10162348877374784,0.11060449050086356,0.1408635578583765,0.15924006908462868,0.1094300518134715,0.06397236614853195,0.1912538860103627,0.5557236614853195,0.25302245250431776,0.9999999999999999,0.5013471502590674,0.49865284974093266,,222.5,1,,1,-0.8689055151069783,-0.5923281617919492,-1.034995959887788,-1.1797071265475847,1.591057334075374,2.8004851853968344e-05,0,0,0,0,0,0 +517,US_IL_17019,17019,Champaign County,IL,Illinois,40.14,-88.2,google,210425.0,2584.0,81.43382352941177,12.256889326355523,4.411995832417541,0.10724961387667815,0.1495354639420221,0.24212427230604727,0.12496613995485327,0.0989045978377094,0.10215516217179518,0.09421884281810622,0.04878222644647737,0.03206368064631104,0.22687798503029585,0.6451666864678627,0.12795532850184152,1.0,0.5010003564215278,0.49899964357847215,,222.5,1,,1,1.1500845666283281,0.6965222515386067,0.13621827498394767,1.7651382081003573,-1.3651709972501038,-0.016941584277014386,0,0,0,0,0,0 +518,US_IL_17021,17021,Christian County,IL,Illinois,39.55,-89.28,google,33007.0,1854.0,17.803128371089535,10.404505235311033,2.9340232587100354,0.10782561274881086,0.11700548368527888,0.12073196594661738,0.12003514406035083,0.12221649953040264,0.14730208743599843,0.12721543914927136,0.08167964371193989,0.05598812373132972,0.20142999969703398,0.5972945132850608,0.2012754870179053,1.0,0.49150180264792315,0.5084981973520768,,222.5,1,,1,-0.24716810626636707,-0.3348989567958446,-0.7004356612867295,0.18898237164081058,0.367907392384659,-0.4817322968229128,0,0,0,0,0,0 +519,US_IL_17023,17023,Clark County,IL,Illinois,39.33,-87.79,google,15812.0,1308.0,12.08868501529052,9.668587665523317,2.571748117678589,0.122818112825702,0.12661269921578547,0.10941057424740704,0.11744244877308374,0.11579812800404755,0.1456488742727043,0.12825701998482164,0.08265874019731849,0.05135340247912978,0.2241082721983304,0.5777510751328105,0.1981406526688591,1.0,0.5047432329876044,0.4952567670123956,,222.5,1,,1,-0.8022704721241175,-0.5877170877675605,0.04515836934283296,-0.4544708509762391,0.293808893753803,0.16620779904830155,0,0,0,0,0,0 +520,US_IL_17027,17027,Clinton County,IL,Illinois,38.61,-89.42,google,37645.0,1304.0,28.868865030674847,10.535981985884124,3.3968166345417647,0.11531411874086864,0.11802364191791738,0.12413335104263515,0.13459954841280383,0.12291140921769159,0.1497410014610174,0.11943153141187408,0.06866781777128436,0.04717758002390756,0.20973303227520254,0.6147058042236685,0.17556116350112896,1.0,0.4802762651082481,0.5197237348917519,,222.5,1,,1,-0.1479952392298253,-0.01193294822361262,-0.4274566887458816,0.762236226826993,-0.23990551054623493,-1.0310291388616604,0,0,0,0,0,0 +521,US_IL_17031,17031,Cook County,IL,Illinois,41.8,-87.716667,google,5200821.0,4235.0,1228.056906729634,15.464327247981892,7.114002411772862,0.12272485440279525,0.12110703290884266,0.14971059376971443,0.15078638545721915,0.12728874921863298,0.12778982395279515,0.10522127179535692,0.058410008727468224,0.03696127976717522,0.21961048072986938,0.6324075948778087,0.1479819243923219,1.0,0.5145235723359831,0.4854764276640169,950.0,950.0,0,,1,3.5694538706527665,2.5821505376003193,-0.10271561310928742,1.3450545699334964,-0.8917996726622582,0.6447870652209989,0,0,0,0,0,0 +522,US_IL_17033,17033,Crawford County,IL,Illinois,39.0,-87.76,google,18975.0,1154.0,16.442807625649912,9.850930301797453,2.858927393232987,0.10972332015810277,0.10993412384716733,0.12532279314888012,0.13217391304347825,0.12469038208168642,0.14160737812911725,0.12737812911725954,0.07762845849802372,0.051541501976284584,0.19767061923583665,0.6094703557312253,0.1928590250329381,1.0,0.4768379446640316,0.5231620553359684,,222.5,1,,1,-0.6647294852691498,-0.38730552352729686,-0.8240328898928286,0.5898629638389628,0.1689663551781803,-1.199275742220314,0,0,0,0,0,0 +523,US_IL_17035,17035,Cumberland County,IL,Illinois,39.27,-88.24,google,10880.0,899.0,12.102335928809788,9.294773427951013,2.5727905294871642,0.12068014705882353,0.12279411764705882,0.11001838235294117,0.11663602941176471,0.11810661764705882,0.14604779411764707,0.1349264705882353,0.07720588235294118,0.05358455882352941,0.2189154411764706,0.5828308823529411,0.19825367647058822,1.0,0.49917279411764703,0.500827205882353,,222.5,1,,1,-1.0842384209632172,-0.5869896279578797,-0.12556644277613893,-0.28722196157394,0.2964804524663797,-0.10636930197897221,0,0,0,0,0,0 +524,US_IL_17037,17037,DeKalb County,IL,Illinois,41.89,-88.77,google,104309.0,1645.0,63.409726443768996,11.555122513670018,4.165264653441707,0.11759292103270091,0.14827100250218103,0.21892645888657739,0.12013344965439224,0.10642418199771832,0.11567554094085841,0.09184250639925606,0.05030246670948815,0.030831471876827502,0.23620972303444576,0.6367350851796105,0.12705519178594368,1.0,0.5041559213490686,0.4958440786509314,,222.5,1,,1,0.6207421049249776,0.5243378854142309,0.44301801693499165,1.4875339821457116,-1.3864476491506526,0.13746900349396107,0,0,0,0,0,0 +525,US_IL_17039,17039,De Witt County,IL,Illinois,40.17463,-88.90409,google,15906.0,1030.0,15.442718446601942,9.674514542898361,2.7998827315910195,0.11153024016094555,0.12592732302275872,0.10455174148120207,0.11976612599019237,0.12441845844335471,0.14944046271847103,0.13340877656230354,0.08248459700741859,0.048472274613353454,0.21227209857915252,0.5900666415189237,0.1976612599019238,1.0,0.5028291210863824,0.4971708789136175,,222.5,1,,1,-0.7977998305901955,-0.4285105616584775,-0.3439797537417029,-0.04898995156825439,0.2824774228276895,0.07254496829886872,0,0,0,0,0,0 +526,US_IL_17041,17041,Douglas County,IL,Illinois,39.77,-88.22,google,19629.0,1081.0,18.1581868640148,9.884814287270506,2.9527301367504215,0.13398542972133068,0.13938560293443375,0.11640939426358958,0.12140200723419431,0.11304702226297825,0.13199857353915126,0.11977176626420093,0.0724438331040807,0.051556370676040554,0.2454939120688777,0.5706200010189006,0.18388608691222172,1.0,0.5038972948188905,0.4961027051811096,,222.5,1,,1,-0.6391708068614479,-0.32184413352251456,0.7482544904323963,-0.6892561831972241,-0.04312818284899077,0.12481368647308759,0,0,0,0,0,0 +527,US_IL_17043,17043,DuPage County,IL,Illinois,41.85195,-88.08567,google,930265.0,848.0,1097.010613207547,13.743225845738463,7.0012552879677035,0.12153633642026734,0.13175707997183597,0.12434736338570192,0.13161840980795794,0.12951900802459515,0.1459766840631433,0.11687852386148033,0.06196191407824652,0.03640468038677151,0.22694200039773615,0.6162521432065057,0.1568058563957582,1.0,0.5087152585553579,0.4912847414446421,232.0,232.0,0,,1,2.2712276840677506,2.5034685804787222,0.138322909533573,0.8131482922483165,-0.6832272121511214,0.36057008175884986,0,0,0,0,0,0 +528,US_IL_17049,17049,Effingham County,IL,Illinois,39.06,-88.59,google,34123.0,1243.0,27.4521319388576,10.437756228028585,3.3482230941042115,0.133223925211734,0.12545790229464,0.1246666471295021,0.12361164024265159,0.10890015532045834,0.14562025613222754,0.12079828854438356,0.0721507487618322,0.0455704363625707,0.23359024704744602,0.5882894235559594,0.17812032939659467,1.0,0.5020660551534156,0.49793394484658443,,222.5,1,,1,-0.2220868940730558,-0.04584454380188697,0.35689745113030613,-0.10750353636605849,-0.17941416411863292,0.03520602521800492,0,0,0,0,0,0 +529,US_IL_17051,17051,Fayette County,IL,Illinois,39.0,-89.02,google,21514.0,1879.0,11.449707291112293,9.9765056452727,2.521697111880302,0.11257785627963186,0.1214557962257135,0.12875336989867064,0.12187412847448173,0.12642930184995815,0.1367481639862415,0.12159524030863623,0.07757739146602212,0.05298875151064423,0.20974249326020264,0.5988937436088129,0.19136376313098447,1.0,0.4736915496885749,0.5263084503114251,,222.5,1,,1,-0.5700080475453331,-0.6226457933451786,-0.4271456397477912,0.24163584527777685,0.133622649687524,-1.3532376186753623,0,0,0,0,0,0 +530,US_IL_17053,17053,Ford County,IL,Illinois,40.59,-88.22,google,13298.0,1260.0,10.553968253968254,9.495444123413163,2.4470289497326796,0.11964205143630621,0.13408031282899685,0.11129493156865694,0.11535569258535118,0.1164084824785682,0.1438562189802978,0.12595879079560837,0.07346969469093097,0.0599338246352835,0.22690630169950368,0.5767107835764776,0.19638291472401864,1.0,0.5092495112046924,0.4907504887953076,,222.5,1,,1,-0.932872585464151,-0.6747538820854333,0.13714924269885903,-0.4887216797796979,0.25226100694479375,0.38671255307419355,0,0,0,0,0,0 +531,US_IL_17055,17055,Franklin County,IL,Illinois,37.99,-88.92,google,38995.0,1117.0,34.91047448522829,10.571214355749163,3.581029021328874,0.12098987049621747,0.12250288498525452,0.11127067572765739,0.11288626747018848,0.12414412104115913,0.13788947300936016,0.13027311193742788,0.09024233876137966,0.049801256571355305,0.2189921784844211,0.5758276702141301,0.2051801513014489,1.0,0.5069624310809078,0.4930375689190922,,222.5,1,,1,-0.12141947494619783,0.11662191534433264,-0.12304354872716769,-0.5177975329899636,0.4602024641022894,0.27479934757785685,0,0,0,0,0,0 +532,US_IL_17063,17063,Grundy County,IL,Illinois,41.29,-88.43,google,50622.0,1115.0,45.40089686098655,10.832161297455611,3.837318787945981,0.1333017265220655,0.1451147722334163,0.11783414325787207,0.1384378333530876,0.13458575322982103,0.1367587215044842,0.1032752558176287,0.05985539883844969,0.030836395243174903,0.24939354430879854,0.6082770337007626,0.14232942199043894,1.0,0.5020544427324088,0.49794555726759115,,222.5,1,,1,0.0754127120423236,0.29547685857569833,0.8764627796470781,0.5505737200457583,-1.0254086276663,0.03463779708951631,0,0,0,0,0,0 +533,US_IL_17073,17073,Henry County,IL,Illinois,41.35,-90.14,google,49219.0,2138.0,23.021047708138447,10.804055323945047,3.1789304338578974,0.11786098864259736,0.1274507812023812,0.1051423230866129,0.1159105223592515,0.12003494585424328,0.14214023039882973,0.13460249090798268,0.0842763973262358,0.05258132022186554,0.21982161360450236,0.576019423393405,0.20415896300209269,1.0,0.5012495174627685,0.49875048253723153,,222.5,1,,1,0.054212386039847286,-0.1639874940160383,-0.09577419325523943,-0.5114842016206167,0.4360644997391275,-0.004749440014092913,0,0,0,0,0,0 +534,US_IL_17075,17075,Iroquois County,IL,Illinois,40.74,-87.82,google,27777.0,2896.0,9.591505524861878,10.231999619476165,2.3600523142739123,0.11325917125679519,0.12675954926737948,0.1046909313460777,0.10811102710875904,0.11423119847355725,0.14663210569895957,0.13529178817006876,0.09140655938366274,0.05961766929474025,0.2146668106706988,0.5666630665658638,0.21867012276343736,1.0,0.5093782625913525,0.49062173740864745,,222.5,1,,1,-0.37728903203976083,-0.7354515892267166,-0.2652487551424375,-0.8195353186111637,0.7790667231374048,0.39301271730691384,0,0,0,0,0,0 +535,US_IL_17077,17077,Jackson County,IL,Illinois,37.79,-89.38,google,57904.0,1561.0,37.09417040358744,10.966559015618477,3.6400612626459137,0.10570945012434374,0.12829856313898866,0.24511260016579164,0.1104586902459243,0.09571014092290688,0.10781638574191765,0.10754006631666206,0.05990950538822879,0.039444597955236256,0.2083483006355347,0.6385275628626693,0.15312413650179607,1.0,0.5025904946117712,0.4974095053882288,,222.5,1,,1,0.17678886391162948,0.15781828580009585,-0.47298253929297296,1.546549981922625,-0.7702525175248979,0.06086830974532223,0,0,0,0,0,0 +536,US_IL_17079,17079,Jasper County,IL,Illinois,39.01,-88.15,google,9523.0,1290.0,7.3821705426356585,9.161570207606754,2.1261068955898192,0.12317546991494277,0.1259057019846687,0.10322377402079176,0.11739997899821485,0.11036438097238266,0.15499317441982569,0.13231124645594874,0.07718156043263677,0.05544471280058805,0.2239000315026777,0.5773180720361231,0.1987818964611992,1.0,0.4993174419825685,0.5006825580174314,,222.5,1,,1,-1.1847135635451482,-0.8987132564024225,0.038312035716498535,-0.46872715714899105,0.3089660590066383,-0.09929127875485598,0,0,0,0,0,0 +537,US_IL_17083,17083,Jersey County,IL,Illinois,39.09,-90.36,google,21912.0,976.0,22.450819672131146,9.994835346995403,3.1549054483168537,0.10555859802847754,0.1292898868200073,0.11988864549105513,0.11208470244614822,0.11664841182913473,0.15585067542898867,0.13225629791894852,0.079728002920774,0.048694779116465865,0.20899050748448336,0.5964585615188025,0.19455093099671414,1.0,0.5128696604600219,0.4871303395399781,,222.5,1,,1,-0.5561819599378933,-0.18075362354901098,-0.4518686915350286,0.16145927904262453,0.20895816264913702,0.5638565469928118,0,0,0,0,0,0 +538,US_IL_17085,17085,Jo Daviess County,IL,Illinois,42.36,-90.21,google,21495.0,1602.0,13.417602996254681,9.975622150295328,2.668449890317855,0.09746452663410095,0.11281693417073738,0.08597348220516399,0.09551058385671087,0.10783903233310072,0.14421958595022097,0.17041172365666435,0.12198185624563852,0.06378227494766224,0.18771807397069085,0.5413119330076762,0.27096999302163294,1.0,0.5016050244242847,0.49839497557571527,,222.5,1,,1,-0.5706744674981881,-0.5202325748895741,-1.1512429249093417,-1.6542026099000746,2.0152857488412605,0.01264650655803848,0,0,0,0,0,0 +539,US_IL_17089,17089,Kane County,IL,Illinois,41.95,-88.433333,google,532272.0,1357.0,392.2417096536478,13.184911794598031,5.974424460097979,0.13465671686656447,0.1509284726605946,0.12199589683470105,0.1283986382901975,0.13903605675293834,0.1370915622087955,0.10260355607659243,0.055881203595154354,0.029407896714461777,0.2553994949950401,0.6080096266570475,0.13659087834791234,1.0,0.5027016262362101,0.49729837376378994,,222.5,1,,1,1.8500915902942605,1.786882148445205,1.0739205436659756,0.5417695412370692,-1.1610513509790146,0.06630628989898156,0,0,0,0,0,0 +540,US_IL_17091,17091,Kankakee County,IL,Illinois,41.14,-87.86,google,110540.0,1765.0,62.62889518413598,11.61314177184534,4.1530676939654985,0.12058078523611362,0.14338700922742897,0.140157409082685,0.11784874253663832,0.11896146191423919,0.13330920933598697,0.11503528134611905,0.06679934865207166,0.04392075266871721,0.23529039261805682,0.5964718653880948,0.1682377419938484,1.0,0.5070562692238104,0.49294373077618964,,222.5,1,,1,0.6645060111023007,0.5158260883046273,0.4127931719607281,0.16189729908304595,-0.41301020384383186,0.27939110947585294,0,0,0,0,0,0 +541,US_IL_17093,17093,Kendall County,IL,Illinois,41.59,-88.43,google,126152.0,836.0,150.89952153110048,11.745250734999278,5.02321925970276,0.1498906081552413,0.1633981228993595,0.11205529837022005,0.15432177056249605,0.15823768152704673,0.11919747606062528,0.0801334897583867,0.043281121187139324,0.019484431479485066,0.2806091064747289,0.6165585959794534,0.10283229754581774,1.0,0.5033927325765742,0.4966072674234257,,222.5,1,,1,0.764155755867763,1.1230719840220784,1.902737457858711,0.823238022765382,-1.9590074388675989,0.10012404953260963,0,0,0,0,0,0 +542,US_IL_17095,17095,Knox County,IL,Illinois,40.93,-90.21,google,50577.0,1864.0,27.133583690987123,10.831271978121498,3.3369640118629427,0.1088637127548095,0.11851236728157068,0.1312651995966546,0.1145975443383356,0.11279830753109121,0.1340530280562311,0.1362279296913617,0.08624473574945134,0.0574371750004943,0.20367360658006606,0.5845305178243074,0.21179587559562646,1.0,0.4955414516479823,0.5044585483520178,,222.5,1,,1,0.0747418987792132,-0.05370183183051087,-0.6266725517301049,-0.23126272283584823,0.6165792237557594,-0.284061011075138,0,0,0,0,0,0 +543,US_IL_17097,17097,Lake County,IL,Illinois,42.43,-87.78,google,702475.0,3543.0,198.27123906294102,13.462366515905378,5.294666907035604,0.12407558987864337,0.15109007437987118,0.1279262607210221,0.11762411473717926,0.13351080109612443,0.1473006156802733,0.10893910815331506,0.05683191572653831,0.03270151962703299,0.24494764938254032,0.6110493611872309,0.14400298943022882,1.0,0.5002768781807182,0.4997231218192818,,222.5,1,,1,2.0593755896700854,1.3125050394063622,0.7302950008784399,0.6418505486887492,-0.9858502903386362,-0.0523433912333335,0,0,0,0,0,0 +544,US_IL_17099,17099,LaSalle County,IL,Illinois,41.34399,-88.88595,google,109622.0,2973.0,36.87251934073326,11.604802485494377,3.634225765730342,0.1127054788272427,0.12543102661874442,0.1198025943697433,0.11989381693455693,0.11691083906515115,0.14990604075824196,0.1293535969057306,0.07501231504624985,0.05098429147433909,0.21305030012223825,0.5962762949043076,0.19067340497345422,1.0,0.49604094068708837,0.5039590593129116,147.0,147.0,0,,1,0.6582156903204223,0.15374591301932597,-0.31839480563252665,0.155458285790638,0.11730456161817533,-0.25961962010885054,0,0,0,0,0,0 +545,US_IL_17103,17103,Lee County,IL,Illinois,41.75,-89.3,google,34540.0,1889.0,18.284806776071996,10.44990230322135,2.959317572220419,0.1067458019687319,0.11236247828604516,0.1203242617255356,0.12310364794441228,0.12359583092067168,0.15153445280833816,0.13193398957730168,0.0794151708164447,0.05098436595251882,0.19663578459756803,0.6069976838448177,0.19636653155761435,1.0,0.46954255935147654,0.5304574406485234,,222.5,1,,1,-0.21292511379739928,-0.31724701123948995,-0.8580551695412312,0.508452073831342,0.25187375585009186,-1.5562592808240585,0,0,0,0,0,0 +546,US_IL_17105,17105,Livingston County,IL,Illinois,40.89,-88.56,google,36124.0,2708.0,13.3397341211226,10.494740425414733,2.663034293934217,0.11574022810320009,0.12401727383456981,0.12465396966005979,0.12025246373602037,0.11596168752076182,0.14613553316354777,0.12573358432067325,0.07349684420329974,0.054008415457867345,0.21495404717085595,0.5946739010076404,0.1903720518215037,1.0,0.4982006422323109,0.501799357767689,,222.5,1,,1,-0.17910373388749243,-0.5240119149566576,-0.25580527482955806,0.10270065385914177,0.11018143687507581,-0.15393940351841268,0,0,0,0,0,0 +547,US_IL_17107,17107,Logan County,IL,Illinois,40.13,-89.36,google,29034.0,1603.0,18.11228945726762,10.27625727780615,2.9503315552242033,0.10384376937383757,0.11965282083075016,0.1430391954260522,0.13801060825239375,0.11989391747606255,0.1328098091892264,0.11748295102293863,0.0725700902390301,0.05269683818970862,0.1995660260384377,0.6164255700213542,0.18400840394020804,0.9999999999999999,0.49200936832678926,0.5079906316732107,,222.5,1,,1,-0.3439054958192762,-0.32351801293007,-0.7617175615293817,0.8188582416458162,-0.04023695890488275,-0.4568956933602262,0,0,0,0,0,0 +548,US_IL_17111,17111,McHenry County,IL,Illinois,42.32,-88.45,google,307815.0,1563.0,196.93857965451056,12.637257480842276,5.287956778806297,0.11843802283839319,0.14407355067166966,0.11549144778519566,0.11933141659763169,0.13840780988580803,0.16012215129217225,0.11372415249419295,0.060913210857170705,0.029498237577765866,0.2336968633757289,0.619029611942238,0.14727352468203303,1.0,0.5023439403537839,0.49765605964621606,,222.5,1,,1,1.436996132706917,1.3078222944830313,0.3604026783441872,0.9045943927144887,-0.9085442113262903,0.0488037226531726,0,0,0,0,0,0 +549,US_IL_17113,17113,McLean County,IL,Illinois,40.49,-88.85,google,172754.0,3072.0,56.235026041666664,12.059629684771117,4.047166054365823,0.11953413524433587,0.14588374219989117,0.19455410583835975,0.12609259409333504,0.11347928267941697,0.11896685460249835,0.09811060814800236,0.05110735496717876,0.032271322226981716,0.23624112900424885,0.6313248897275895,0.13243398126816167,1.0,0.5142572675596513,0.4857427324403487,,222.5,1,,1,1.0012916878778697,0.4419213359271899,0.4440505516489992,1.3094073049729842,-1.2593084830237218,0.6317560302133745,0,0,0,0,0,0 +550,US_IL_17115,17115,Macon County,IL,Illinois,39.86,-88.96,google,105399.0,1516.0,69.52440633245382,11.5655179150894,4.255958839021418,0.12330287763641021,0.12558942684465696,0.12563686562491105,0.11271454188369909,0.11265761534739419,0.13410943177829013,0.1332934847579199,0.07890017931858936,0.05379557680812911,0.22377441911213578,0.5768830823821858,0.19934249850567842,1.0,0.5206785643127544,0.4793214356872456,,222.5,1,,1,0.628583352584827,0.5876299303030474,0.034182274573721104,-0.4830488692474734,0.3222170844836105,0.9459679791562938,0,0,0,0,0,0 +551,US_IL_17117,17117,Macoupin County,IL,Illinois,39.26,-89.92,google,45505.0,2247.0,20.2514463729417,10.725599464377073,3.0564249576631566,0.10976815734534666,0.12556861883309525,0.10906493791891,0.11739369300076914,0.1190638391385562,0.1479178112295352,0.13866608065047797,0.079002307438743,0.053554554444566534,0.2102230524118229,0.5878870453796285,0.20188990220854852,1.0,0.5063839138556203,0.49361608614437974,,222.5,1,,1,-0.004966841430083374,-0.24947943651359433,-0.41134628665367906,-0.12075153972420999,0.38243040639224346,0.246490887177428,0,0,0,0,0,0 +552,US_IL_17119,17119,Madison County,IL,Illinois,38.83,-89.91,google,265251.0,1918.0,138.29562043795622,12.488435596504354,4.936598440506568,0.11863857252187551,0.1237054714214084,0.12864041982876595,0.12868188998344965,0.12140199282943326,0.14366392586644347,0.12143969297005477,0.07022028192165157,0.04360775265691741,0.21760294965900223,0.6078491692774014,0.17454788106359637,1.0,0.5127935427199144,0.48720645728008566,,222.5,1,,1,1.324739837329679,1.062622587604566,-0.16871725334252635,0.5364866008853441,-0.2638566029964707,0.5601318937976834,0,0,0,0,0,0 +553,US_IL_17121,17121,Marion County,IL,Illinois,38.65,-88.92,google,37726.0,1481.0,25.473328831870358,10.538131297472674,3.276137766997347,0.13046705190054605,0.12071250596405662,0.1194136669670784,0.1120182367597943,0.11474844934527911,0.13998303557228436,0.1294597890049303,0.08111117001537402,0.05208609447065684,0.22703705667179136,0.5750357843397127,0.197927158988496,1.0,0.5129353761331708,0.48706462386682925,,222.5,1,,1,-0.1463740142492699,-0.09615016956951412,0.14144807660727304,-0.5438697887450291,0.2887625150872889,0.5670721980567832,0,0,0,0,0,0 +554,US_IL_17123,17123,Marshall County,IL,Illinois,41.03,-89.34,google,11668.0,1032.0,11.306201550387597,9.364691031806107,2.5101033264051744,0.1087589989715461,0.11064449777168324,0.10627356873500171,0.10713061364415495,0.11364415495371957,0.1473260198834419,0.14715461090161125,0.09633184778882413,0.06273568735001714,0.1972745971888927,0.5700805622214604,0.2326448405896469,1.0,0.5048851559821734,0.4951148440178265,,222.5,1,,1,-1.0314995967953646,-0.6307366581126684,-0.837052914860878,-0.7070168059655171,1.1093889967934447,0.17315248677073206,0,0,0,0,0,0 +555,US_IL_17125,17125,Mason County,IL,Illinois,40.24,-89.91,google,13677.0,1459.0,9.374228923920494,9.523543981658042,2.339324742768874,0.10572493967975433,0.12466184104701324,0.10265409080938802,0.10777217225999854,0.11932441324851942,0.15047159464794913,0.13672589018059517,0.09453827593770564,0.058126782189076555,0.20545441251736493,0.5735175842655553,0.22102800321707977,1.0,0.5101996051765738,0.4898003948234262,,222.5,1,,1,-0.9116768722044456,-0.7499165781093833,-0.5681249583680523,-0.5938554014444776,0.8348002586650806,0.43320329942375396,0,0,0,0,0,0 +556,US_IL_17127,17127,Massac County,IL,Illinois,37.22,-88.71,google,14291.0,627.0,22.792663476874004,9.5674552191433,3.169377275882188,0.11895598628507452,0.12392414806521587,0.1005527954656777,0.10992932614932475,0.1256035266951228,0.14449653628157583,0.12805262053040375,0.08676789587852494,0.06171716464907984,0.21809530473724723,0.5693933244699461,0.21251137079280666,1.0,0.5184381778741866,0.48156182212581344,,222.5,1,,1,-0.8785546411061456,-0.17065428196461224,-0.15253008532659246,-0.7296435998014366,0.6334914793920969,0.8363396258322559,0,0,0,0,0,0 +557,US_IL_17129,17129,Menard County,IL,Illinois,40.03,-89.8,google,12293.0,817.0,15.046511627906977,9.416866617466955,2.7754914818977428,0.11396729846253965,0.12820304238184332,0.10192792646221427,0.11665175303017977,0.11746522411128284,0.1569185715447816,0.13674448873342554,0.0802895957048727,0.04783209956886033,0.21652973236801434,0.5869763279915399,0.19649393964044579,1.0,0.5131375579598145,0.4868624420401855,,222.5,1,,1,-0.9921435707546966,-0.44553229310259945,-0.2040014402524092,-0.1507362350318557,0.2548853177382399,0.5769655183989525,0,0,0,0,0,0 +558,US_IL_17131,17131,Mercer County,IL,Illinois,41.2,-90.74,google,15608.0,1453.0,10.741913282863042,9.655602949958412,2.4631647724046264,0.10898257303946694,0.12564069707842132,0.10231932342388518,0.10821373654536136,0.11981035366478729,0.15056381342901076,0.13666068682726806,0.09174782162993336,0.05606099436186571,0.20949513070220402,0.5743657098923629,0.2161391594054331,1.0,0.501922091235264,0.498077908764736,,222.5,1,,1,-0.8120648385395676,-0.6634933011965599,-0.43527818364567794,-0.5659314935065792,0.719242003858414,0.02816146941577943,0,0,0,0,0,0 +559,US_IL_17133,17133,Monroe County,IL,Illinois,38.28,-90.18,google,34179.0,1030.0,33.18349514563107,10.439395956669582,3.5317429294996634,0.1152169460780011,0.1294069457854238,0.10073436905702332,0.12434535826092045,0.1260715644108956,0.15869393487229,0.12923139939729072,0.06629801925158724,0.050001462886567774,0.21874250270634013,0.6003423154568595,0.1809151818368004,1.0,0.5045495772257819,0.4954504227742181,,222.5,1,,1,-0.22085004733185779,0.08222701432052837,-0.13125214440919405,0.2893290002158495,-0.1133518633220886,0.15673168282351083,0,0,0,0,0,0 +560,US_IL_17135,17135,Montgomery County,IL,Illinois,39.23,-89.48,google,28781.0,1838.0,15.658868335146899,10.26750547073012,2.8129427073695386,0.1088217921545464,0.11274799346791287,0.12126055383760119,0.12428338139744971,0.12032243493971717,0.14467878114033564,0.1301205656509503,0.07845453597859699,0.05930996143288975,0.19902018692887669,0.5981550328341614,0.20282478023696188,1.0,0.47524408463917167,0.5247559153608283,,222.5,1,,1,-0.3505069808399924,-0.4193964980838685,-0.7796631251409658,0.2173143402883026,0.4045282433415808,-1.2772677559847359,0,0,0,0,0,0 +561,US_IL_17137,17137,Morgan County,IL,Illinois,39.71,-90.2,google,34245.0,1482.0,23.10728744939271,10.441325048548917,3.1825141785800732,0.1029347349978099,0.11981311140312455,0.1343261790042342,0.12416411154913126,0.11604613812235363,0.14177252153599065,0.12717184990509564,0.07963206307490145,0.05413929040735874,0.19878522412030952,0.6038574974448824,0.197357278434808,0.9999999999999999,0.49379471455686963,0.5062052854431304,,222.5,1,,1,-0.2193949340010473,-0.16148653399995597,-0.7873880022222169,0.4050637629867658,0.2752921722476264,-0.36953372582300686,0,0,0,0,0,0 +562,US_IL_17139,17139,Moultrie County,IL,Illinois,39.64,-88.62,google,14701.0,892.0,16.480941704035875,9.595738817934032,2.861111242004876,0.1351608734099721,0.14135092850826475,0.11121692401877423,0.12155635671042786,0.11067274335079247,0.13148765390109515,0.12203251479491191,0.07101557717162098,0.055506428134140536,0.24824161621658392,0.5642201210801987,0.18753826270321747,1.0,0.5103734439834025,0.4896265560165975,,222.5,1,,1,-0.8572203324168776,-0.38578149799448813,0.8385908161092634,-0.8999674888968215,0.04319878461296912,0.4417097168026335,0,0,0,0,0,0 +563,US_IL_17141,17141,Ogle County,IL,Illinois,42.04,-89.32,google,50993.0,1977.0,25.793120890237734,10.839463257726681,3.2881451713679555,0.11519228129351088,0.13437138430765008,0.11134861647677133,0.11462357578491165,0.12215402114015649,0.1528248975349558,0.12301688467044496,0.07979526601690429,0.04667307277469457,0.22268938873963093,0.5893338301335478,0.18797678112682134,1.0,0.5034808699233229,0.4965191300766772,,222.5,1,,1,0.08092057812444386,-0.08777065580504252,-0.0014902912597275345,-0.07311722353633078,0.05356410322092151,0.10443685558430908,0,0,0,0,0,0 +564,US_IL_17143,17143,Peoria County,IL,Illinois,40.79,-89.76,google,182525.0,1634.0,111.70440636474908,12.114647907610825,4.724768518460202,0.1353841939460348,0.1286837419531571,0.1337022325708807,0.13014107656485413,0.117309957540063,0.12617997534584305,0.1175400630050678,0.06824270647856458,0.04281605259553486,0.23833118750856047,0.5918400219148062,0.16982879057663333,1.0,0.5152116148472812,0.4847883851527188,,222.5,1,,1,1.042791914149707,0.9147944898135616,0.5127654480059513,0.009397284176398806,-0.3754023757718361,0.6784549031582612,0,0,0,0,0,0 +565,US_IL_17147,17147,Piatt County,IL,Illinois,40.01,-88.59,google,16422.0,1140.0,14.405263157894737,9.70643807033756,2.7347092145314,0.11575934721714773,0.12952137376689807,0.10236268420411643,0.11825599805139447,0.11819510412860797,0.15071245889660212,0.13457556935817805,0.08220679576178297,0.0484106686152722,0.2193764462306662,0.5827183047131896,0.1979052490561442,1.0,0.5059067105102911,0.49409328948970893,,222.5,1,,1,-0.7737199249927033,-0.47399269638335517,-0.1104099701445197,-0.29092849696082473,0.28824462708696585,0.22313999732710207,0,0,0,0,0,0 +566,US_IL_17149,17149,Pike County,IL,Illinois,39.62,-90.89,google,15668.0,2199.0,7.125056844020009,9.659439517104408,2.094952724378406,0.12152157263211641,0.12292570845034465,0.11169262190451877,0.11450089354097523,0.1154582588715854,0.13486086290528465,0.13262701046719427,0.0868649476640286,0.059548123563952005,0.21986213939239216,0.5674112841460301,0.21272657646157775,1.0,0.5010211896859842,0.4989788103140158,,222.5,1,,1,-0.8091709172813366,-0.9204545752111527,-0.09444182609475738,-0.7949008090931287,0.6385783245575007,-0.015922154576228857,0,0,0,0,0,0 +567,US_IL_17157,17157,Randolph County,IL,Illinois,38.05,-89.82,google,32297.0,1547.0,20.877181641887525,10.382760587789011,3.0854441594713253,0.10759513267486144,0.10654240331919373,0.12821624299470538,0.13592593739356595,0.12694677524228257,0.14298541660216119,0.12295259621636684,0.07570362572375143,0.05313186983311143,0.19282905533021644,0.6168591510047373,0.1903117936650463,1.0,0.44836981763012046,0.5516301823698796,,222.5,1,,1,-0.26357008629749884,-0.2292280321733903,-0.9832090858193755,0.8331335743098999,0.1087571067744707,-2.592300550450387,0,0,0,0,0,0 +568,US_IL_17161,17161,Rock Island County,IL,Illinois,41.47,-90.57,google,143828.0,1168.0,123.14041095890411,11.876380372921329,4.8214132714271365,0.12604638874210863,0.12295936813416025,0.12479489390104848,0.1233834858302973,0.11441443946936619,0.1307742581416692,0.1298912590038101,0.07871902550268377,0.04901688127485608,0.22441388324943684,0.5829045804711183,0.1926815362794449,1.0,0.5062088049614818,0.4937911950385182,,222.5,1,,1,0.8630667959528607,0.9822392108169348,0.055205950144516985,-0.28479550563141504,0.16477102978189295,0.2379223208862167,0,0,0,0,0,0 +569,US_IL_17163,17163,St. Clair County,IL,Illinois,38.47,-89.93,google,262600.0,1746.0,150.40091638029782,12.478391048916697,5.019931393695056,0.12898324447829398,0.1294059405940594,0.12835491241431835,0.13096725057121097,0.12172886519421174,0.14227722772277226,0.11688499619192688,0.06166031987814166,0.039737242955064735,0.23250799695354152,0.6076519421172887,0.15984006092916983,1.0,0.5171401370906321,0.4828598629093679,,222.5,1,,1,1.3171632385925571,1.1207775065799153,0.32131629257348254,0.5299930427522512,-0.6115073139264682,0.7728228721156585,0,0,0,0,0,0 +570,US_IL_17165,17165,Saline County,IL,Illinois,37.75,-88.54,google,23963.0,1002.0,23.915169660678643,10.084307983203816,3.2154768412898997,0.11759796352710429,0.12197971873304678,0.11667988148395443,0.11647122647414765,0.11968451362517214,0.14067520761173477,0.13065976714100905,0.08513124400116846,0.051120477402662436,0.2151817385135417,0.5832366565121229,0.20158160497433544,1.0,0.5062805157951843,0.49371948420481576,,222.5,1,,1,-0.48869278169589725,-0.1384831373152631,-0.2483194618813798,-0.273862147996299,0.37514314344829075,0.24143133186707424,0,0,0,0,0,0 +571,US_IL_17167,17167,Sangamon County,IL,Illinois,39.76,-89.66,google,197072.0,2271.0,86.77763099955966,12.19132949745596,4.474806695966534,0.11900219209223024,0.1279227896403345,0.1221989932613461,0.12789234391491436,0.12037732402370707,0.1418770804579037,0.12744580660875213,0.07006576276690753,0.04321770723390436,0.22134042380449784,0.6016532028903142,0.17700637330518795,1.0,0.519759275797678,0.480240724202322,,222.5,1,,1,1.1006328105873977,0.7403555796603325,-0.0458402391275085,0.3324889978055027,-0.2057448931854013,0.9009846296757693,0,0,0,0,0,0 +572,US_IL_17177,17177,Stephenson County,IL,Illinois,42.35,-89.67,google,44997.0,1463.0,30.756664388243337,10.714373323320329,3.458102605304276,0.11531879903104651,0.12125252794630753,0.10685156788230327,0.10267351156743783,0.11076293975153899,0.14578749694424073,0.14140942729515302,0.08985043447340933,0.0660932951085628,0.21232082138809252,0.5610307353823588,0.22664844322954864,1.0,0.51490099339956,0.48509900660044003,,222.5,1,,1,-0.013434715708243224,0.030836214846343482,-0.3423778929518614,-1.004975650176136,0.9676513506838497,0.6632553298906366,0,0,0,0,0,0 +573,US_IL_17179,17179,Tazewell County,IL,Illinois,40.51,-89.51,google,133489.0,1704.0,78.33861502347418,11.801781847649778,4.3737249587134315,0.1226842661193057,0.12580811902104294,0.11098292743222288,0.12986088741394422,0.12578564525915992,0.13577148678917364,0.1240252005783248,0.07524215478428935,0.04983931260253654,0.22333076133614005,0.5895751709878717,0.1870940676759883,1.0,0.5081467386825881,0.4918532613174119,,222.5,1,,1,0.8067971543954754,0.6698144549920925,0.01959612876363389,-0.06517125470248973,0.03269928736617251,0.33275081968386977,0,0,0,0,0,0 +574,US_IL_17183,17183,Vermilion County,IL,Illinois,40.18,-87.74,google,77689.0,2337.0,33.24304664099272,11.260481827944467,3.5334835263161004,0.13142143675423806,0.12815199062930402,0.11928329621954202,0.11629703046763377,0.1141345621645278,0.13492257591164772,0.12806188778334127,0.08011430189602131,0.04761291817374403,0.23394302925768126,0.5742988067808827,0.191758163961436,1.0,0.5031471636911274,0.49685283630887256,,222.5,1,,1,0.3984947385910247,0.08344171106360058,0.3684958790991324,-0.5681342288876137,0.14294515484768122,0.0881076794655057,0,0,0,0,0,0 +575,US_IL_17189,17189,Washington County,IL,Illinois,38.35,-89.42,google,13963.0,1461.0,9.557152635181383,9.544237868224927,2.3568036050996275,0.11072119172097687,0.12046121893575878,0.1068538279739311,0.11831268352073336,0.11695194442455059,0.15498102127050062,0.13227816371839862,0.08415097042182912,0.055288978013320916,0.20709016686958392,0.5873308028360668,0.20557903029434935,1.0,0.5000358089235838,0.49996419107641626,,222.5,1,,1,-0.8960674807947752,-0.7377187405945275,-0.5143462289467048,-0.13906541338468098,0.469630820186975,-0.06413958194478431,0,0,0,0,0,0 +576,US_IL_17195,17195,Whiteside County,IL,Illinois,41.75,-89.91,google,55955.0,697.0,80.27977044476327,10.932320946596322,4.3978971595737635,0.11766598159235099,0.1269591636136181,0.11103565365025467,0.10803324099722991,0.11886337235278349,0.14136359574658208,0.13623447413099812,0.0836028951836297,0.05624162273255295,0.21923331248324548,0.5728049325350728,0.2079617549816817,1.0,0.5050486998480922,0.4949513001519078,,222.5,1,,1,0.15096310040651062,0.6866833205333016,-0.11511578129712986,-0.6173189317102509,0.5259516021880155,0.18115514399462737,0,0,0,0,0,0 +577,US_IL_17197,17197,Will County,IL,Illinois,41.44503,-87.97866,google,690479.0,849.0,813.2850412249705,13.445142286893539,6.702310478201161,0.12644700273288542,0.15308213573475804,0.12327529150053804,0.12574169525792964,0.14666919631154604,0.14344679563027984,0.09966559446413287,0.054414399279340865,0.027257889088589227,0.24891271132069187,0.6195822030793116,0.13150508559999652,0.9999999999999999,0.5039096047816082,0.4960903952183919,213.0,213.0,0,,1,2.0463833597423426,2.2948462945175887,0.8606544236251803,0.9227880465214382,-1.2812649141240398,0.12541604726183053,0,0,0,0,0,0 +578,US_IL_17199,17199,Williamson County,IL,Illinois,37.73,-88.93,google,67049.0,444.0,151.01126126126127,11.113193888709825,5.023954605347092,0.1209712299959731,0.11666094945487629,0.11715312681770049,0.13205267789228772,0.1256543721755731,0.1355874062252979,0.12379006398305717,0.0836999806111948,0.044430192844039436,0.21429998955987412,0.5956748049933631,0.19002520544676282,1.0,0.5024832585124313,0.4975167414875688,,222.5,1,,1,0.2873954974694312,1.1235851539594057,-0.27730874033417313,0.13565467608011836,0.10198298274250737,0.05562094849319592,0,0,0,0,0,0 +579,US_IL_17201,17201,Winnebago County,IL,Illinois,42.33,-89.16,google,284681.0,519.0,548.5183044315992,12.559128046820593,6.309042084356389,0.12729335642350562,0.1307428314499387,0.12465180324644075,0.120966977072583,0.12170815755178603,0.13825650464906333,0.12139903962681035,0.07228792929630007,0.042693400683572136,0.23188762158345658,0.5924315286232661,0.1756808497932774,1.0,0.5115234244645761,0.48847657553542384,,222.5,1,,1,1.3780631279125433,2.02039914360625,0.30092019879436,0.028872204341061906,-0.2370764696568525,0.49798146721835324,0,0,0,0,0,0 +580,US_IL_17203,17203,Woodford County,IL,Illinois,40.79,-89.21,google,38670.0,543.0,71.21546961325967,10.562845244106652,4.279654283519726,0.12666149469873286,0.14127230411171451,0.11031807602792863,0.11892940263770364,0.11761055081458495,0.14054822860098268,0.12534264287561417,0.06883889319886216,0.05047840703387639,0.2396793379881045,0.5783320403413499,0.18198862167054564,1.0,0.5012412723041118,0.4987587276958883,,222.5,1,,1,-0.127732292935073,0.6041660855952653,0.5570886190006095,-0.43534300188690256,-0.08797882245462461,-0.005152898609838168,0,0,0,0,0,0 +581,US_IN_18001,18001,Adams County,IN,Indiana,40.75,-84.94,google,35385.0,880.0,40.21022727272727,10.474071540672949,3.7186864603252605,0.18256323300833688,0.15636569167726438,0.12267910131411615,0.10741839762611276,0.10679666525363855,0.1155857001554331,0.10275540483255617,0.06118411756393952,0.044651688568602514,0.3076557863501484,0.5351307051010314,0.15721350854882013,0.9999999999999999,0.5009467288399039,0.49905327116009607,,694.0,1,,1,-0.19469426642922166,0.21268784010619357,2.7919517074144777,-1.8577149594301938,-0.6735914837067409,-0.019565731328156453,0,0,0,0,0,0 +582,US_IN_18003,18003,Allen County,IN,Indiana,41.09,-85.06,google,371723.0,1710.0,217.38187134502925,12.825906922401069,5.386245233763552,0.14228067674047612,0.1411561835022315,0.1388883657992645,0.1289481683942075,0.12147217148252866,0.12531374168399587,0.1088982925457935,0.058468268038297334,0.034574131813205,0.25520562354226134,0.5973028303333396,0.14749154612439908,1.0,0.5111736427393516,0.4888263572606484,,694.0,1,,1,1.5792943405853306,1.3764140929918722,1.0675466279326202,0.18925620429379636,-0.903390809343958,0.4808656724165805,0,0,0,0,0,0 +583,US_IN_18005,18005,Bartholomew County,IN,Indiana,39.21,-85.9,google,82213.0,1060.0,77.55943396226415,11.3170808828438,4.363855458855591,0.13179180908128885,0.12629389512607495,0.13904127084524345,0.13098901633561602,0.12601413401773442,0.12731563134784035,0.11118679527568633,0.06961186187099364,0.037755586099521975,0.23282692518214881,0.6042122292094924,0.16296084560835877,0.9999999999999999,0.4980477540048411,0.5019522459951589,,694.0,1,,1,0.4411873859333019,0.6629269039981691,0.33180170249327545,0.41674304353734,-0.5377409092204466,-0.16142065065132416,0,0,0,0,0,0 +584,US_IN_18009,18009,Blackford County,IN,Indiana,40.47,-85.32,google,12028.0,428.0,28.102803738317757,9.395075679994072,3.3708345179320376,0.11656135683405387,0.12296308613235783,0.11232125041569671,0.10442301296973729,0.1194712337878284,0.14175257731958762,0.13726305287662122,0.09053874293315597,0.054705686730961094,0.21493182573994013,0.5711922181576322,0.21387595610242766,1.0,0.5075656800798137,0.4924343199201862,,694.0,1,,1,-1.0085804672795953,-0.030064885571723984,-0.25653584927000256,-0.6704163578253951,0.665746364798531,0.3043180025991354,0,0,0,0,0,0 +585,US_IN_18011,18011,Boone County,IN,Indiana,40.05,-86.47,google,65723.0,1096.0,59.96624087591241,11.093219434571722,4.110320282711633,0.14253762001125939,0.14593064832706967,0.11359797939838413,0.12955890631894465,0.14014880635394003,0.140513975320664,0.10319066384675075,0.05486663725027768,0.029654763172709705,0.2592821386729151,0.604601128980722,0.13611673234636276,1.0,0.502944174794212,0.49705582520578795,,694.0,1,,1,0.27232877368951613,0.48599428536526046,1.201570299577486,0.42954728039286816,-1.1722588034102208,0.07817486692530723,0,0,0,0,0,0 +586,US_IN_18013,18013,Brown County,IN,Indiana,39.2,-86.23,google,15010.0,820.0,18.304878048780488,9.616538544660177,2.960357812616759,0.0871419053964024,0.11392405063291139,0.09007328447701532,0.09793471019320453,0.12131912058627582,0.1614257161892072,0.17668221185876082,0.10752831445702865,0.04397068620919387,0.1782811459027315,0.5818787475016656,0.23984010659560293,1.0,0.5063291139240507,0.4936708860759494,,694.0,1,,1,-0.8415311058120446,-0.31652106677635305,-1.461501002747891,-0.31857029617333144,1.279464461372043,0.2438093737756191,0,0,0,0,0,0 +587,US_IN_18015,18015,Carroll County,IN,Indiana,40.58,-86.56,google,20067.0,971.0,20.666323377960865,9.906881785604144,3.0757591370078945,0.11621069417451538,0.1291672895799073,0.1110280560123586,0.10813773857577116,0.12612747296556537,0.1463596950216774,0.13459909303832163,0.08277271141675388,0.04559724921512932,0.21954452583844125,0.5847859670105148,0.195669507151044,1.0,0.49872925698908654,0.5012707430109135,,694.0,1,,1,-0.6225253005758762,-0.23598684336494022,-0.10488401342888079,-0.2228522476267513,0.23539809676091508,-0.12807281000111576,0,0,0,0,0,0 +588,US_IN_18017,18017,Cass County,IN,Indiana,40.76,-86.35,google,37828.0,1075.0,35.18883720930233,10.540831283230636,3.5887507068937388,0.12546262028127314,0.13170138521729935,0.11710901977371259,0.11658031088082901,0.1267315216241937,0.14050438828381093,0.12202601247752987,0.07330548799830813,0.04657925346304325,0.23082372845511262,0.5882785238447711,0.18089774770011632,1.0,0.5014803849000741,0.498519615099926,,694.0,1,,1,-0.1443374159350601,0.12201058790657998,0.2659425625711548,-0.10786240128199902,-0.11376395634180662,0.00654754721643734,0,0,0,0,0,0 +589,US_IN_18019,18019,Clark County,IN,Indiana,38.48,-85.72,google,116545.0,974.0,119.65605749486653,11.666041323840638,4.792943997979095,0.12661203826848,0.12046848856664807,0.12914324938864816,0.1362907031618688,0.1326354626968124,0.1377150456905058,0.11755116049594577,0.06615470419151401,0.03342914753957699,0.22298682912179846,0.6186537388991377,0.15835943197906388,1.0,0.5125402205156806,0.48745977948431934,,694.0,1,,1,0.704408124696185,0.9623715806981137,0.008288662291501216,0.8922190512319066,-0.6465051383778984,0.547736132230621,0,0,0,0,0,0 +590,US_IN_18021,18021,Clay County,IN,Indiana,39.4,-87.11,google,26167.0,933.0,28.04608788853162,10.17229256921822,3.3688838060204485,0.1237436465777506,0.12710666106164253,0.1175908587151756,0.12022776779913631,0.1241258073145565,0.14078801543929376,0.12982000229296442,0.07215194710895402,0.04444529369052624,0.22542897542706464,0.5930637826269729,0.18150724194596246,1.0,0.5059808155310124,0.4940191844689877,,694.0,1,,1,-0.42232603919551254,-0.03142621369969901,0.08857915650910154,0.04968869901453561,-0.09935725936431371,0.2267661625523779,0,0,0,0,0,0 +591,US_IN_18023,18023,Clinton County,IN,Indiana,40.3,-86.48,google,32195.0,1050.0,30.66190476190476,10.379597500213624,3.4551142156849863,0.14058083553346792,0.1447429725112595,0.11899363255163846,0.11793756794533312,0.11998757571051405,0.1320701972355956,0.1135580059015375,0.0650411554589222,0.04708805715173164,0.25637521354247556,0.5747165708961018,0.16890821556142258,1.0,0.5026246311539059,0.4973753688460941,,694.0,1,,1,-0.2659560021508456,0.02875073065879205,1.1059992623823516,-0.5543796548900728,-0.39716213048581306,0.06253870590465392,0,0,0,0,0,0 +592,US_IN_18025,18025,Crawford County,IN,Indiana,38.29,-86.46,google,10535.0,800.0,13.16875,9.262553243423117,2.651038835273702,0.1134314190792596,0.1252017085904129,0.10669197911722829,0.10612244897959183,0.12358803986710963,0.1574750830564784,0.143046986236355,0.08628381585192216,0.038158519221642144,0.21359278595158993,0.5904413858566683,0.19596582819174183,1.0,0.49254864736592313,0.5074513526340769,,694.0,1,,1,-1.1085420948991003,-0.5323830922614693,-0.3005594878832308,-0.03665177187332438,0.24240227681754936,-0.43050726678136875,0,0,0,0,0,0 +593,US_IN_18029,18029,Dearborn County,IN,Indiana,39.15,-84.98,google,49564.0,795.0,62.34465408805031,10.811040218466998,4.14859051627741,0.11391332418690986,0.13647001856185942,0.11157291582600275,0.11407473166007587,0.1301751271083851,0.1531756920345412,0.13130497942054717,0.07249213138568315,0.03682107981599548,0.2230893390363974,0.6019449600516503,0.1749657009119522,0.9999999999999999,0.5018763618755548,0.49812363812444516,,694.0,1,,1,0.05948108953814834,0.5127016351834218,0.011658882858387702,0.34209488619734174,-0.2539805393790231,0.025923804378545513,0,0,0,0,0,0 +594,US_IN_18031,18031,Decatur County,IN,Indiana,39.3,-85.5,google,26620.0,967.0,27.528438469493278,10.189455656983572,3.350901430797023,0.130954169797145,0.13779113448534935,0.12280240420736288,0.11769346356123216,0.12013523666416229,0.1432381667918858,0.11803155522163787,0.06806912096168294,0.0412847483095417,0.24118707738542447,0.590443275732532,0.1683696468820436,1.0,0.5026296018031555,0.4973703981968445,,694.0,1,,1,-0.40937992808864015,-0.043975433835186935,0.6066585981214845,-0.03658954911060651,-0.40989235036608457,0.06278193362769734,0,0,0,0,0,0 +595,US_IN_18033,18033,DeKalb County,IN,Indiana,41.366944,-85.058889,google,42806.0,942.0,45.44161358811041,10.664456919598685,3.8381959018787533,0.12862682801476427,0.13755081063402327,0.12374433490632154,0.11928234359669206,0.123674251273186,0.14322758491800214,0.11991309629491193,0.06685978601130682,0.03712096435079194,0.23866747652198295,0.5973952249684623,0.16393729850955474,1.0,0.5037144325561838,0.4962855674438163,,694.0,1,,1,-0.051086641601231754,0.2960889632442697,0.5238216288045447,0.19229822920563946,-0.5146603614446512,0.11586572624598603,0,0,0,0,0,0 +596,US_IN_18035,18035,Delaware County,IN,Indiana,40.23,-85.4,google,115246.0,1025.0,112.43512195121951,11.654832930151336,4.731231060724012,0.1001162730159832,0.14064696388594833,0.2055516026586606,0.10143519080922549,0.10594727799663328,0.12100203043923434,0.10931398920569911,0.07228016590597504,0.043706506082640616,0.21263384412474187,0.6167224892837929,0.1706436665914652,1.0,0.5180136403866512,0.48198635961334885,,694.0,1,,1,0.6959536372510883,0.9193044538475561,-0.3320866380124147,0.8286340883921705,-0.35614104246160583,0.8155658232053411,0,0,0,0,0,0 +597,US_IN_18037,18037,Dubois County,IN,Indiana,38.36,-86.88,google,42538.0,1127.0,37.744454303460515,10.658176581190668,3.656987630808057,0.13061262870844892,0.13578447505759556,0.11408622878367577,0.11596690018336546,0.11608444214584607,0.15003056091024497,0.12308994310969015,0.06911467393859608,0.045230147162537024,0.23924020875452534,0.5848699985894965,0.17588979265597818,1.0,0.5017631294372091,0.4982368705627909,,694.0,1,,1,-0.055823898668871726,0.1696305585127873,0.5426513581725263,-0.2200855701426684,-0.23213765927585986,0.020383025544586243,0,0,0,0,0,0 +598,US_IN_18039,18039,Elkhart County,IN,Indiana,41.6,-85.86,google,204194.0,1212.0,168.47689768976898,12.226830698614684,5.132716620715728,0.15165969617128808,0.15092020333604317,0.12980303045143343,0.12284396211445978,0.12149720363967599,0.12387239585884012,0.1032939263641439,0.059335729747201194,0.03677385231691431,0.2723958588401227,0.5798475959136898,0.14775654524618745,0.9999999999999999,0.5054898772735732,0.4945101227264268,,694.0,1,,1,1.127411354221957,1.1994860544957433,1.6327103467507236,-0.3854444574506418,-0.897126989672278,0.20274318516762163,0,0,0,0,0,0 +599,US_IN_18041,18041,Fayette County,IN,Indiana,39.64,-85.18,google,23154.0,557.0,41.56912028725314,10.049966018914853,3.7511291145396934,0.11090956206271055,0.13194264489936944,0.11151420920791225,0.10723849010970027,0.13038783795456507,0.13885289798738878,0.1376867927787855,0.08370044052863436,0.04776712447093375,0.2164636779822061,0.583225360628833,0.20031096138896087,1.0,0.506780685842619,0.493219314157381,,694.0,1,,1,-0.5145969133644817,0.23532834251246448,-0.2061731116507806,-0.2742340565851838,0.3451087711377312,0.2659060464691359,0,0,0,0,0,0 +600,US_IN_18043,18043,Floyd County,IN,Indiana,38.32,-85.9,google,77006.0,384.0,200.53645833333334,11.251651605794748,5.305970299676778,0.11980884606394307,0.13015868893332988,0.12450977845882139,0.12643170662026335,0.128080928758798,0.1467807703295847,0.12358777238137288,0.06513778147157365,0.035503726982313064,0.223935797210607,0.6136288081448199,0.16243539464457316,1.0,0.5152975092849907,0.4847024907150092,,694.0,1,,1,0.3918341051076139,1.3203932499886415,0.039487905630390605,0.7267769288118554,-0.5501610639034197,0.6826579574187635,0,0,0,0,0,0 +601,US_IN_18045,18045,Fountain County,IN,Indiana,40.12,-87.24,google,16419.0,1031.0,15.925315227934044,9.70625538300642,2.8288104436136132,0.11894756075278641,0.12625616663621414,0.11297886594798709,0.10786284182958768,0.1227236737925574,0.1463548328156404,0.12589073634204276,0.08599792922833303,0.052987392654851084,0.21995249406175774,0.5781168158840368,0.2019306900542055,1.0,0.5005176929167428,0.4994823070832572,,694.0,1,,1,-0.7738577259827752,-0.4083230045823343,-0.0914712337749662,-0.44242910769721167,0.3833945141533086,-0.040559654949243656,0,0,0,0,0,0 +602,US_IN_18047,18047,Franklin County,IN,Indiana,39.42,-85.06,google,22694.0,1014.0,22.380670611439843,10.029899914890565,3.1519096387566004,0.11575746893452014,0.13933198202167973,0.10623953467876972,0.11060192121265533,0.12664140301401253,0.15083281924737815,0.13254604741341325,0.07583502247290033,0.042213801004670835,0.22722305455186395,0.5884550982638582,0.18432184718427777,1.0,0.5005287741253195,0.4994712258746805,,694.0,1,,1,-0.5297327686215357,-0.1828442858329702,0.1475631327291161,-0.1020488193468127,-0.03282805903793478,-0.04001742052566614,0,0,0,0,0,0 +603,US_IN_18049,18049,Fulton County,IN,Indiana,41.04,-86.26,google,19995.0,962.0,20.784823284823286,9.903287532533462,3.0812135477542366,0.12553138284571141,0.13478369592398098,0.10987746936734183,0.11252813203300825,0.11607901975493873,0.14063515878969743,0.1322830707676919,0.08117029257314329,0.04711177794448612,0.2333583395848962,0.5722180545136284,0.19442360590147537,0.9999999999999999,0.5020755188797199,0.4979244811202801,,694.0,1,,1,-0.6252364444117311,-0.2321804162208747,0.3492730247227965,-0.6366414557840432,0.205948562349812,0.03566911172539827,0,0,0,0,0,0 +604,US_IN_18051,18051,Gibson County,IN,Indiana,38.31,-87.58,google,33721.0,1293.0,26.079659706109823,10.425905722337927,3.2987828817210203,0.13012662732421934,0.129266629103526,0.11936182201002343,0.11909492601049791,0.12164526556151953,0.14267073930191868,0.12158595533940275,0.07063847454108715,0.045609560807805226,0.23353993060704015,0.5894190563743661,0.17704101301859376,1.0,0.4998962071112956,0.5001037928887043,,694.0,1,,1,-0.2310257263765061,-0.08034699973627883,0.35524319648604247,-0.07031121269633127,-0.20492610964835264,-0.07097068774811476,0,0,0,0,0,0 +605,US_IN_18053,18053,Grant County,IN,Indiana,40.52,-85.65,google,66305.0,1074.0,61.7364990689013,11.102035669816837,4.138943400582433,0.11189201417690973,0.1355101425231883,0.14662544302842923,0.10156096825277128,0.11196742327124651,0.13596259708920896,0.12615941482542795,0.08121559460070885,0.04910640223210919,0.22030012819546038,0.5862981675590077,0.19340170424553202,1.0,0.5215896237086193,0.4784103762913807,,694.0,1,,1,0.2789788568556698,0.5059692776931237,-0.08004205922399656,-0.1730641648651222,0.18179373628162537,0.9905486548958361,0,0,0,0,0,0 +606,US_IN_18055,18055,Greene County,IN,Indiana,39.04,-86.97,google,32172.0,1414.0,22.752475247524753,10.37888287047015,3.1676867459984352,0.1118674623896556,0.12983339549919184,0.10906999875668283,0.11137013552157156,0.1257615317667537,0.1505035434539351,0.13079696630610468,0.08426582121099092,0.04653114509511376,0.21573417878900908,0.588070371751834,0.19619544945915704,1.0000000000000002,0.4990675121223424,0.5009324878776575,,694.0,1,,1,-0.2664950471167499,-0.17183403888733503,-0.23015687160276452,-0.11471565473471616,0.24782986541544724,-0.11152104347375368,0,0,0,0,0,0 +607,US_IN_18057,18057,Hamilton County,IN,Indiana,40.07,-86.05,google,322933.0,1043.0,309.61936720997124,12.685203246960358,5.738568262956,0.1427788426701514,0.15412794604453556,0.10506204073290744,0.14268594414321237,0.1501518890915453,0.13466570465080993,0.0947843670358867,0.049892702201385426,0.025850563429565886,0.2660811995057798,0.6107833513453255,0.12313544914889467,0.9999999999999999,0.5121991248958763,0.4878008751041238,,694.0,1,,1,1.4731616073438205,1.6222870211898248,1.425103162170145,0.6330923717145424,-1.4790991299260425,0.5310453727788298,0,0,0,0,0,0 +608,US_IN_18059,18059,Hancock County,IN,Indiana,39.82,-85.77,google,74998.0,794.0,94.455919395466,11.225230059096225,4.558664563916397,0.12218992506466839,0.13597695938558363,0.11173631296834582,0.12800341342435798,0.1334435584948932,0.14756393503826767,0.11720312541667778,0.06968185818288487,0.03420091202432065,0.2309714925731353,0.6065441745113203,0.16248433291554443,1.0,0.5089069041841116,0.49109309581588845,,694.0,1,,1,0.37190434166114206,0.7988768168117303,0.2708006065131105,0.4935206150034478,-0.5490043034495014,0.3699478365695066,0,0,0,0,0,0 +609,US_IN_18061,18061,Harrison County,IN,Indiana,38.2,-86.12,google,39777.0,1261.0,31.544012688342587,10.591069274623191,3.482593409748773,0.11946602307866355,0.12637956608090103,0.1087563164642884,0.12386555044372376,0.12404153153832617,0.1543354199663122,0.13150815798074264,0.0745908439550494,0.037056590491992863,0.22056967594338436,0.6020288106192021,0.1774015134374136,1.0,0.4992835055434045,0.5007164944565955,,694.0,1,,1,-0.10644291657422428,0.04792742178928456,-0.07118013238145271,0.3448556040141937,-0.19640491305036603,-0.1009518833180618,0,0,0,0,0,0 +610,US_IN_18063,18063,Hendricks County,IN,Indiana,39.77,-86.51,google,163622.0,1059.0,154.50613786591123,12.005320280066453,5.046685202646801,0.13016587011526567,0.1467956631748787,0.11444671254476782,0.14105682609917983,0.14203468971165248,0.134645707789906,0.10433193580325384,0.057174463091760275,0.02934813166933542,0.24760240065516861,0.6137090366821087,0.13868856266272261,1.0,0.4995110681937637,0.5004889318062363,,694.0,1,,1,0.9603261228777278,1.1394479788521692,0.8175753129729673,0.7294183939656421,-1.1114681063727305,-0.08981660852463055,0,0,0,0,0,0 +611,US_IN_18065,18065,Henry County,IN,Indiana,39.93,-85.4,google,48170.0,1023.0,47.08699902248289,10.782512459217795,3.8730118499837585,0.10575046709570272,0.12296034876479137,0.12466265310359145,0.11457338592484949,0.13221922358314303,0.1464189329458169,0.12709155075773304,0.08112933361013079,0.04519410421424123,0.20411874610753583,0.6060120406892257,0.18986921320323852,1.0,0.4800705833506332,0.5199294166493669,,694.0,1,,1,0.03796261070033407,0.32038569777276893,-0.6120376903463839,0.47600050313659714,0.0982957732264043,-1.0410937205820052,0,0,0,0,0,0 +612,US_IN_18067,18067,Howard County,IN,Indiana,40.48,-86.12,google,82210.0,761.0,108.02890932982918,11.317044392042519,4.691613070273128,0.12375623403478896,0.12488748327454081,0.12211409804160078,0.1132222357377448,0.11837975915338766,0.1397761829461136,0.12597007663301302,0.08440579004987228,0.04748814012893809,0.2236662206544216,0.5814548108502615,0.19487896849531688,1.0,0.515545554068848,0.48445444593115194,,694.0,1,,1,0.44115986093464005,0.8916565554294357,0.030625031658044748,-0.33252809635190506,0.21671202886171084,0.6947954800964481,0,0,0,0,0,0 +613,US_IN_18069,18069,Huntington County,IN,Indiana,40.83,-85.49,google,36222.0,1005.0,36.04179104477612,10.497449555174734,3.612046762949553,0.11735961570316382,0.12920324664568494,0.13135663408977968,0.11810501904919662,0.11896085252056761,0.1467616365744575,0.12335045000276075,0.0707028877477776,0.04419965766661145,0.2207222130197118,0.6027000165645188,0.17657777041576941,1.0,0.5064601623322842,0.49353983766771575,,694.0,1,,1,-0.17706023825573824,0.13826802509720434,-0.06616516779131859,0.3669545625080452,-0.21587583698612353,0.25022193767667605,0,0,0,0,0,0 +614,US_IN_18071,18071,Jackson County,IN,Indiana,38.91,-86.04,google,43955.0,1331.0,33.02404207362885,10.690944412566814,3.527067394537355,0.13468319872596973,0.1330679103628711,0.11725628483676487,0.12838129905585258,0.12710726879763395,0.13634398816971904,0.11304743487657831,0.07054942554885678,0.039563189625753614,0.24113752701626665,0.5922261403708338,0.16663633261289956,1.0,0.5015356614719599,0.49846433852804006,,694.0,1,,1,-0.031107134906629117,0.07896413515333449,0.605029529617371,0.022109948289403592,-0.4508629314872498,0.009252383957512676,0,0,0,0,0,0 +615,US_IN_18073,18073,Jasper County,IN,Indiana,41.03,-87.12,google,33424.0,1454.0,22.987620357634114,10.417059401970144,3.177537878835941,0.12048228817616084,0.14510531354715175,0.12215773097175682,0.1131223073240785,0.12221756821445667,0.14172450933460987,0.1210806606031594,0.07500598372426999,0.03910363810435615,0.23656653901388225,0.5887835088559119,0.17464995213020584,1.0,0.5032611297271422,0.49673887027285785,696.0,696.0,0,,1,-0.2376985027401796,-0.16495930554283514,0.45474906321666403,-0.09123614390289722,-0.26144393554828044,0.0936843552782524,0,0,0,0,0,0 +616,US_IN_18075,18075,Jay County,IN,Indiana,40.43,-85.01,google,20883.0,994.0,21.009054325955734,9.946738594530443,3.0914539289613328,0.14260403198774121,0.14049705502083035,0.11516544557774266,0.10841354211559642,0.11722453670449648,0.13690561700905043,0.12086386055643346,0.0749413398458076,0.04338457118230139,0.25500167600440554,0.5662404826892687,0.17875784130632572,1.0,0.5020830340468323,0.49791696595316765,,694.0,1,,1,-0.5924613235235131,-0.22503404114847855,1.0608414405433169,-0.8334485796813412,-0.16434520987397452,0.03603684980009099,0,0,0,0,0,0 +617,US_IN_18077,18077,Jefferson County,IN,Indiana,38.79,-85.44,google,32013.0,940.0,34.056382978723406,10.373928586106643,3.5569577075630447,0.11104863649142536,0.12523037516009122,0.13247743104363852,0.11523443601037078,0.12510542592071972,0.14678411895167587,0.12851029269359324,0.07678130759379002,0.03882797613469528,0.21123293661949835,0.6089026333052198,0.1798644300752819,1.0,0.5171961390685034,0.4828038609314966,,694.0,1,,1,-0.2702320620817654,0.09982345509397175,-0.37814430282414196,0.5711711235537781,-0.13818862319296857,0.775563204993606,0,0,0,0,0,0 +618,US_IN_18079,18079,Jennings County,IN,Indiana,39.0,-85.63,google,27652.0,980.0,28.216326530612246,10.22748950016072,3.3747276807812443,0.12400549688991755,0.1306596267901056,0.12787501808187474,0.1074424996383625,0.13706061044409085,0.15026037899609432,0.11590481701142774,0.07514827137277592,0.031643280775350786,0.228533198322002,0.6067228410241573,0.1647439606538406,0.9999999999999999,0.49750470128742946,0.5024952987125705,,694.0,1,,1,-0.3806910134641561,-0.02734799433733613,0.19063675635832322,0.4994030775754446,-0.49559318049069917,-0.18799373382711634,0,0,0,0,0,0 +619,US_IN_18081,18081,Johnson County,IN,Indiana,39.49,-86.1,google,153820.0,833.0,184.6578631452581,11.9435448676951,5.223905534400317,0.13429332986607723,0.1376218957222728,0.12946950981666883,0.13656221557664802,0.13143934468859705,0.13125081263814847,0.10426472500325056,0.062352099856975686,0.03274606683136133,0.24439084644389544,0.6083786243661423,0.1472305291899623,1.0,0.5063385775581849,0.4936614224418151,,694.0,1,,1,0.9137289509022476,1.263123351433757,0.711988979232969,0.5539185174410353,-0.9095605015207963,0.244272455772875,0,0,0,0,0,0 +620,US_IN_18083,18083,Knox County,IN,Indiana,38.69,-87.42,google,37044.0,1357.0,27.298452468680914,10.519888668850758,3.3428071200685374,0.11923658352229781,0.14042759961127307,0.1429381276320052,0.11537630925386028,0.10587409567001403,0.13543353849476297,0.12093726379440665,0.07482993197278912,0.04494655004859086,0.2315786632113163,0.5881762228701004,0.1802451139185833,1.0,0.49549184753266384,0.5045081524673362,,694.0,1,,1,-0.16013442264719832,-0.049624147418055604,0.29076256805032263,-0.11123058508445514,-0.12919034829201884,-0.28648827870488425,0,0,0,0,0,0 +621,US_IN_18085,18085,Kosciusko County,IN,Indiana,41.24,-85.86,google,79026.0,1436.0,55.032033426183844,11.27754484521026,4.025923552658515,0.13060258649052212,0.13595525523245514,0.1317161440538557,0.12197251537468681,0.11553159719585959,0.13563890365196266,0.12015033027105003,0.07087540809353883,0.037557259636069144,0.23936679067648622,0.5921253764583808,0.168507832865133,1.0,0.5015311416495837,0.4984688583504163,,694.0,1,,1,0.41136536655503075,0.42709699671496987,0.54681299461967,0.018792371121750123,-0.4066260298085505,0.009031216450025376,0,0,0,0,0,0 +622,US_IN_18087,18087,LaGrange County,IN,Indiana,41.641667,-85.416667,google,39248.0,1002.0,39.169660678642714,10.577681245178987,3.693112001201899,0.18192009783938035,0.17506624541377905,0.12466877293110477,0.11259172441907868,0.10859152058703628,0.1106043620057073,0.09740623726049735,0.06007949449653485,0.02907154504688137,0.3219730941704036,0.5401727476559315,0.1378541581736649,0.9999999999999999,0.4937831227068895,0.5062168772931105,,694.0,1,,1,-0.11654150250796524,0.19484039151291702,3.262662130567652,-1.6917094436530644,-1.1311910368391636,-0.37010094735382104,0,0,0,0,0,0 +623,US_IN_18089,18089,Lake County,IN,Indiana,41.48,-87.38,google,484601.0,1622.0,298.7675709001233,13.091083214471192,5.7030074107054665,0.12502863180224555,0.13628737868885948,0.12499148784257565,0.12482846713069103,0.12380288113313839,0.1376658323032763,0.12032785735068643,0.06624418851797664,0.040823275230550495,0.23405853475333316,0.5987100728227965,0.16723139242387036,1.0,0.5164248526107045,0.4835751473892955,663.0,663.0,0,,1,1.7793167250759911,1.5974704462072182,0.37229335565110694,0.2355886207187139,-0.4367974231767666,0.7378220087187015,0,0,0,0,0,0 +624,US_IN_18091,18091,LaPorte County,IN,Indiana,41.6,-86.716667,google,109842.0,1588.0,69.17002518891688,11.606807352523354,4.250921228234018,0.11932594089692468,0.1187523897962528,0.12999581216656653,0.12554396314706578,0.1236139181733763,0.140183172192786,0.12812949509295168,0.0750077383878662,0.03944757014621001,0.21432785273392693,0.607152091185521,0.17852005608055208,1.0,0.48500573551100673,0.5149942644889933,778.0,778.0,0,,1,0.6597279608201425,0.5841143720999444,-0.27639268218878377,0.5135358211329843,-0.16996577104709898,-0.7996029690618454,0,0,0,0,0,0 +625,US_IN_18093,18093,Lawrence County,IN,Indiana,38.84,-86.49,google,45592.0,1171.0,38.934244235695985,10.72750947494687,3.687234207329776,0.11376995964204246,0.12686436216880154,0.11037024039305142,0.11309001579224426,0.1243200561502018,0.1454641165116687,0.13372960168450607,0.0858045271100193,0.046587120547464465,0.21526144937708372,0.5854821021231795,0.19925644849973678,1.0,0.5047596069485875,0.49524039305141254,502.0,502.0,0,,1,-0.0035261211243920406,0.19073850128452244,-0.245698806184176,-0.1999325147664693,0.32018310898841673,0.16700902260021483,0,0,0,0,0,0 +626,US_IN_18095,18095,Madison County,IN,Indiana,40.16,-85.72,google,129418.0,1173.0,110.3307757885763,11.770810481800382,4.712505732085836,0.11718617193898839,0.12624209924430912,0.12550031680291768,0.12315133907184472,0.1275015840145884,0.1361093510949018,0.1233522384830549,0.07733081951505973,0.04362607983433525,0.2181798513344357,0.5991871300746419,0.18263301859092243,1.0,0.5004713409263009,0.4995286590736992,,694.0,1,,1,0.7834354639526109,0.906236754599255,-0.14975044511501232,0.25129537731299123,-0.07274712629281754,-0.04282778704376073,0,0,0,0,0,0 +627,US_IN_18097,18097,Marion County,IN,Indiana,39.78,-86.14,google,950537.0,1044.0,910.4760536398468,13.764783419069927,6.8150653223966,0.14294025377234132,0.12835902232106694,0.16027782190488113,0.14633728092646578,0.11838781657105404,0.1250261694179185,0.09949218178776839,0.04913433143580944,0.030045121862694455,0.24562747162919488,0.625446984178417,0.12892554419238808,1.0,0.5182260132956423,0.4817739867043576,,694.0,1,,1,2.287488554102284,2.373533639407818,0.7526455308390372,1.1158816193495376,-1.3422378792563339,0.8259578216135334,0,0,0,0,0,0 +628,US_IN_18099,18099,Marshall County,IN,Indiana,41.33,-86.26,google,46433.0,1165.0,39.85665236051502,10.745787228498514,3.710069656530257,0.1309844291775246,0.14539228565890638,0.11593048047724679,0.11039562380203734,0.11991471582710572,0.13677772274029246,0.12301595847780673,0.07040251545237224,0.04718626838670773,0.2472982577046497,0.573604979217367,0.17909676307798333,1.0,0.5029181831886804,0.4970818168113195,,694.0,1,,1,0.010260781995761773,0.20667449835660426,0.8075759989444403,-0.5909779874016884,-0.15633407064399238,0.07690302521727502,0,0,0,0,0,0 +629,US_IN_18101,18101,Martin County,IN,Indiana,38.71,-86.8,google,10181.0,882.0,11.543083900226758,9.228376734462282,2.52916943002812,0.12405461153128376,0.12140261270994991,0.10725861899616934,0.1108928396031824,0.12002750220999901,0.14743149003044886,0.1409488262449661,0.08250662999705334,0.04547686867694725,0.2211767016992437,0.5803653865042726,0.19845791179648364,0.9999999999999999,0.493861113839505,0.5061388861604951,,694.0,1,,1,-1.134321423671466,-0.6174311448799852,-0.05122293414330462,-0.3683965858552897,0.3013079901705135,-0.3662846238413574,0,0,0,0,0,0 +630,US_IN_18103,18103,Miami County,IN,Indiana,40.77,-86.05,google,35864.0,977.0,36.70829068577277,10.487517168560535,3.6298799823663095,0.1104171313852331,0.1275094802587553,0.12756524648672765,0.12711911666294892,0.1344802587552978,0.13905308944902967,0.11928396163283515,0.07425273254517065,0.04031898282400179,0.21242471559223733,0.6133615882221726,0.17421369618559002,0.9999999999999999,0.4627481597144769,0.5372518402855231,,694.0,1,,1,-0.18455223400975504,0.15071315503164134,-0.3389621610691553,0.7179789108256953,-0.2717557756379025,-1.8887281938683018,0,0,0,0,0,0 +631,US_IN_18105,18105,Monroe County,IN,Indiana,39.16,-86.52,google,146638.0,1065.0,137.68826291079813,11.895729063068622,4.932228701611783,0.08752847147396992,0.14594443459403428,0.27237141804989157,0.11913010270189173,0.09642111867319522,0.10054010556608792,0.09485263028682879,0.052155648604045333,0.03105607005005524,0.20428401914919733,0.6650779470532877,0.13063803379751496,1.0,0.5023527325795496,0.49764726742045035,,694.0,1,,1,0.877661506173068,1.059573111957221,-0.606604005162481,2.4207017118323964,-1.301759533502767,0.04923395076746124,0,0,0,0,0,0 +632,US_IN_18107,18107,Montgomery County,IN,Indiana,40.04,-86.89,google,38343.0,1309.0,29.291825821237587,10.554353340839468,3.410877901242888,0.12458597397178103,0.13293169548548628,0.12792426257726314,0.10990272018360588,0.12017838979735546,0.14456354484521294,0.11801371827973815,0.07670239678689722,0.04519729807265994,0.23093133036017005,0.5881621156404038,0.18090655399942623,1.0,0.4938319901937772,0.5061680098062228,,694.0,1,,1,-0.13413773260355275,-0.0021201215517316577,0.2694801926128876,-0.11169505517102761,-0.11355580066762982,-0.36770972500648,0,0,0,0,0,0 +633,US_IN_18109,18109,Morgan County,IN,Indiana,39.48,-86.45,google,69793.0,1060.0,65.84245283018868,11.153303325170315,4.202338400094398,0.11610046852836245,0.13507085237774563,0.11393692777212615,0.11343544481538263,0.1310589887237975,0.1558895591248406,0.12833665267290417,0.07232817044689295,0.033842935537947934,0.22415715043055895,0.6055034172481482,0.17033943232129298,1.0,0.5040763400341008,0.49592365996589916,,694.0,1,,1,0.31765003138259995,0.5502102522295921,0.046765339987322956,0.4592544531473221,-0.3633322685813131,0.1335748679265028,0,0,0,0,0,0 +634,US_IN_18111,18111,Newton County,IN,Indiana,40.95,-87.4,google,14027.0,1045.0,13.422966507177033,9.548810611260068,2.668821832417233,0.11363798388821558,0.12590004990375703,0.10829115277678762,0.11549155200684394,0.12012547230341485,0.15356098952021102,0.13459756184501317,0.08569187994581878,0.042703357809937975,0.21435802381122124,0.5899479575105155,0.19569401867826336,1.0000000000000002,0.494902687673772,0.505097312326228,692.0,692.0,0,,1,-0.8926182623204856,-0.5199730105536754,-0.2754007470611407,-0.05289753461932421,0.23597747900695187,-0.31531751283300397,0,0,0,0,0,0 +635,US_IN_18113,18113,Noble County,IN,Indiana,41.4,-85.42,google,47329.0,1082.0,43.74214417744917,10.764899622900293,3.800915880203035,0.1326670751547677,0.13993534619366563,0.12216611379915063,0.11745441484079529,0.12472268587969321,0.14046356356567855,0.12330706332269856,0.06368188636987893,0.035601850873671535,0.2446153521097002,0.5944473789854,0.16093726890489973,1.0,0.49793995224914955,0.5020600477508504,,694.0,1,,1,0.024677254417658293,0.27007264488523003,0.7193700566169264,0.09524258409327906,-0.5855724623091495,-0.1666956910454524,0,0,0,0,0,0 +636,US_IN_18115,18115,Ohio County,IN,Indiana,38.95,-84.97,google,5854.0,227.0,25.788546255506606,8.675051276031818,3.287974417638707,0.09788179022890331,0.1105227195080287,0.10317731465664502,0.10351896139391868,0.11855141783395969,0.17099419200546634,0.14998291766313632,0.09993167065254527,0.04543901605739665,0.18629996583532626,0.5933378886231636,0.22036214554151007,1.0,0.5008541168431841,0.49914588315681585,,694.0,1,,1,-1.5516946237061882,-0.08788981838010126,-1.1978660951907028,0.05871343587063794,0.8190612917635093,-0.024097494475645027,0,0,0,0,0,0 +637,US_IN_18117,18117,Orange County,IN,Indiana,38.54,-86.5,google,19423.0,1057.0,18.375591296121097,9.874264693859224,2.9640140932832066,0.11980641507491119,0.13108170725428617,0.1116717293929877,0.10832518148586727,0.11841631055964578,0.15023425835349843,0.13293517994130669,0.0848993461360243,0.04262987180147248,0.2246717808783401,0.5813314112135098,0.19399680790815013,1.0000000000000002,0.5008495083148844,0.4991504916851156,,694.0,1,,1,-0.647128361486933,-0.31396948666581187,0.06368485578482992,-0.3365909379726614,0.195860281119359,-0.024323002611229112,0,0,0,0,0,0 +638,US_IN_18119,18119,Owen County,IN,Indiana,39.31,-86.84,google,20791.0,1004.0,20.70816733067729,9.942323576321327,3.0776885644208183,0.10860468471934973,0.1259679669087586,0.10600740705112789,0.1069693617430619,0.12250493001779617,0.1652157183396662,0.14227309893704007,0.08445962195180606,0.03799721033139339,0.20937905824635664,0.5970275600019239,0.1935933817517195,1.0,0.4974748689336732,0.5025251310663268,,694.0,1,,1,-0.5957915702166207,-0.2346403688842674,-0.4390943001596397,0.18019313256299574,0.1863244431223618,-0.18945351405153554,0,0,0,0,0,0 +639,US_IN_18121,18121,Parke County,IN,Indiana,39.78,-87.21,google,16907.0,1166.0,14.5,9.73554216168668,2.740840023925201,0.11953628674513515,0.1183533447684391,0.12172472940202284,0.11770272668125628,0.12048264032649199,0.14425977405808246,0.1320163245992784,0.08428461583959307,0.04163955757970072,0.21421896255988646,0.5938487017211806,0.19193233571893298,1.0,0.5251670905542083,0.4748329094457917,,694.0,1,,1,-0.7517667190532158,-0.46971423618354236,-0.2799726666763214,0.07553157869246364,0.14706207596612908,1.1656040795322988,0,0,0,0,0,0 +640,US_IN_18127,18127,Porter County,IN,Indiana,41.51,-87.07,google,168495.0,1351.0,124.71872686898594,12.034667289620378,4.834047085159876,0.11348704709338556,0.1355351790854328,0.12375441407756907,0.12908394907860768,0.12877533457966112,0.14007537315647348,0.12635983263598327,0.06690406243508709,0.036024807857799934,0.22191519036173182,0.6119760230273895,0.16610878661087866,1.0,0.5054215258613015,0.4945784741386985,843.0,843.0,0,,1,0.9824625619342556,0.9910558720039596,-0.026943627224874984,0.6723602032685235,-0.46333260686909356,0.1993985600414728,0,0,0,0,0,0 +641,US_IN_18129,18129,Posey County,IN,Indiana,38.02,-87.86,google,25569.0,1086.0,23.544198895027623,10.149175068285233,3.2004755287629805,0.11897219288982752,0.12307872814736595,0.11204974774140561,0.11584340412217921,0.11717313934842974,0.15393640736829756,0.14087371426336578,0.07477805154679494,0.04329461457233368,0.2174351754077203,0.5940553013414682,0.18850952325081152,1.0,0.5024834760843209,0.49751652391567913,,694.0,1,,1,-0.4397635620750402,-0.1489519864457341,-0.17423317084647177,0.08233371813332713,0.06615660003246653,0.055631594892217785,0,0,0,0,0,0 +642,US_IN_18133,18133,Putnam County,IN,Indiana,39.67,-86.84,google,37363.0,1250.0,29.8904,10.52846295299274,3.4304454560211406,0.10502368653480716,0.13561544843829457,0.1595696277065546,0.11597034499371035,0.12062735861681342,0.13930894200144528,0.1125980247838771,0.06926638653213071,0.04202018039236678,0.21351604528544282,0.6188983753981212,0.16758557931643606,1.0,0.4761930251853438,0.5238069748146562,,694.0,1,,1,-0.15366684311363196,0.011535335492987471,-0.30308249233970097,0.9002735267246227,-0.4284254602429575,-1.2308334499702056,0,0,0,0,0,0 +643,US_IN_18135,18135,Randolph County,IN,Indiana,40.15,-85.01,google,24907.0,1174.0,21.215502555366268,10.122944315992342,3.1007903584757344,0.1208094110089533,0.1329746657566146,0.11020998112980286,0.10603444814710723,0.12289717750030112,0.13963945878668646,0.12875898341831613,0.08608021841249448,0.052595655839723775,0.227189143614245,0.5697554904243787,0.20305536596137633,1.0,0.509816517444895,0.49018348255510497,,694.0,1,,1,-0.4595494093679818,-0.21851849980313603,0.14644824213679708,-0.7177195540584917,0.409978628938516,0.41445774888853554,0,0,0,0,0,0 +644,US_IN_18137,18137,Ripley County,IN,Indiana,39.1,-85.26,google,28428.0,1160.0,24.50689655172414,10.255165029914568,3.238948868607348,0.12498241170676798,0.13958069508934853,0.11414802307584072,0.11238919375263824,0.12558041367665682,0.14267623469818488,0.12132404671450682,0.07570001407063459,0.04361896721542142,0.2366469677782468,0.5833720275784438,0.1799810046433094,1.0,0.5045729562403264,0.49542704375967356,,694.0,1,,1,-0.3598153710370304,-0.12210289643089277,0.4573933213539486,-0.26940515592588105,-0.1354331345426652,0.15787568317217082,0,0,0,0,0,0 +645,US_IN_18139,18139,Rush County,IN,Indiana,39.62,-85.47,google,16643.0,1058.0,15.73062381852552,9.719805070102831,2.817240801722912,0.11602475515231629,0.13447094874722104,0.11692603496965691,0.10749263954815838,0.1252778946103467,0.14901159646698312,0.12708045424502795,0.0767289551162651,0.04698672114402452,0.22360151415009313,0.5891425824671033,0.18725590338280357,1.0,0.5086222435858919,0.491377756414108,,694.0,1,,1,-0.7636372017384367,-0.41639702045461086,0.028497674586757595,-0.07941391127024139,0.03652461960534608,0.3560186000316337,0,0,0,0,0,0 +646,US_IN_18141,18141,St. Joseph County,IN,Indiana,41.61672,-86.28986,google,270057.0,1194.0,226.178391959799,12.506392029725928,5.425735576513408,0.12958375454070808,0.14186264381223224,0.14598029304924515,0.12434411994504864,0.115431186749464,0.12590305009683142,0.11513125006942979,0.06046131001973657,0.04130239171730413,0.24307386959049387,0.5975968036377506,0.1593293267717556,1.0,0.5143988121026302,0.48560118789736983,246.0,246.0,0,,1,1.3382843686370887,1.403972910903103,0.6686907041850181,0.19893505755456845,-0.6235796054896268,0.6386821992445962,0,0,0,0,0,0 +647,US_IN_18143,18143,Scott County,IN,Indiana,38.69,-85.74,google,23793.0,499.0,47.6813627254509,10.077188727036472,3.8852962612659474,0.12255705459588954,0.12600344639179592,0.12285125877358886,0.11721935022905897,0.13411507586264867,0.1486571680746438,0.12028747951078048,0.07455974446265709,0.03374942209893666,0.22335981170932626,0.6081872819736898,0.16845290631698398,1.0,0.507628294036061,0.492371705963939,,694.0,1,,1,-0.49406283413639046,0.328958524193065,0.02055121847930596,0.5476187109234868,-0.40792433597074224,0.3073818780093445,0,0,0,0,0,0 +648,US_IN_18145,18145,Shelby County,IN,Indiana,39.52,-85.79,google,44367.0,1070.0,41.464485981308414,10.70027376785556,3.74866810263283,0.12137399418486713,0.1285189442603737,0.11815087790474903,0.11555886131584285,0.12694119503234386,0.15371785335947888,0.1243491784434377,0.0707282439651092,0.04066085153379764,0.2241891495931661,0.6022471656862083,0.1735636847206257,1.0,0.5035048572136949,0.49649514278630513,,694.0,1,,1,-0.024070005470782294,0.23361089530142795,0.04781737711332871,0.3520447828293712,-0.2871201835407808,0.10561062056472457,0,0,0,0,0,0 +649,US_IN_18147,18147,Spencer County,IN,Indiana,38.01,-87.01,google,20440.0,1039.0,19.672762271414822,9.925297966799977,3.0288170015050357,0.11423679060665362,0.12832681017612524,0.10454990215264189,0.11022504892367906,0.12093933463796477,0.15753424657534246,0.13551859099804306,0.08356164383561644,0.04510763209393347,0.2168982387475538,0.5866731898238747,0.19642857142857142,0.9999999999999999,0.49554794520547946,0.5044520547945206,,694.0,1,,1,-0.6086339815320584,-0.2687459858439535,-0.19188604844653792,-0.16071683462558192,0.25334020057453793,-0.2837432632065679,0,0,0,0,0,0 +650,US_IN_18149,18149,Starke County,IN,Indiana,41.28,-86.65,google,22935.0,809.0,28.34981458590853,10.040463007563206,3.379286228908615,0.1222585567909309,0.12674950948332242,0.11423588402005669,0.1143666884674079,0.12260736865053412,0.1422280357532156,0.13773708306082408,0.08201438848920864,0.03780248528449967,0.22365816437758884,0.5876564203182908,0.18868541530412034,0.9999999999999999,0.49976019184652276,0.5002398081534772,712.0,712.0,0,,1,-0.5217650315079227,-0.024166755861449417,0.030360165279211888,-0.12834469901266127,0.07031418401301946,-0.07762629378432767,0,0,0,0,0,0 +651,US_IN_18151,18151,Steuben County,IN,Indiana,41.64,-85.0,google,34384.0,835.0,41.17844311377245,10.445375701753937,3.741909263837708,0.10885877152163798,0.12921707771056307,0.1261633317822243,0.09899953466728711,0.11706026058631921,0.14800488599348535,0.1434097254536994,0.08466147045137273,0.04362494183341089,0.2122324336900884,0.5877762912982782,0.19999127501163333,1.0,0.49307817589576547,0.5069218241042345,,694.0,1,,1,-0.21633952770326778,0.22889415711493002,-0.3452838171138184,-0.12439803580169981,0.3375523014952712,-0.40459595980085356,0,0,0,0,0,0 +652,US_IN_18153,18153,Sullivan County,IN,Indiana,39.09,-87.41,google,20700.0,1176.0,17.602040816326532,9.937937287265354,2.923271296008091,0.10589371980676328,0.1129951690821256,0.13483091787439613,0.13280193236714977,0.13772946859903382,0.13584541062801933,0.12280193236714976,0.07410628019323671,0.042995169082125605,0.19628985507246377,0.625207729468599,0.1785024154589372,1.0,0.4577777777777778,0.5422222222222223,,694.0,1,,1,-0.5991001465195461,-0.3424023452614286,-0.8694283016403146,1.1080043352780562,-0.17038274477873352,-2.1319428365440505,0,0,0,0,0,0 +653,US_IN_18155,18155,Switzerland County,IN,Indiana,38.82,-85.03,google,10686.0,579.0,18.4559585492228,9.276783328524896,2.9681533752933498,0.13840539023020776,0.1346621748081602,0.10406138873292158,0.11510387422796182,0.12137376005989145,0.1501029384241063,0.11884708965000935,0.07944974733295901,0.03799363653378252,0.2461351300767359,0.5769979412315179,0.17686692869174622,1.0,0.4879281302638967,0.5120718697361033,,694.0,1,,1,-1.0978083466769544,-0.3110808381695619,0.769335828041508,-0.47926722672515437,-0.20904096415685028,-0.6566020478783832,0,0,0,0,0,0 +654,US_IN_18157,18157,Tippecanoe County,IN,Indiana,40.39,-86.89,google,191199.0,1303.0,146.73752877973905,12.161075279599437,4.995437245141549,0.11787195539725626,0.1511827990732169,0.2581917269441786,0.11745354316706677,0.09894403213405928,0.09797645385174608,0.08439897698209718,0.045617393396408974,0.02836311905396995,0.23881819465582982,0.6450018044027427,0.11618000094142752,1.0,0.4890663654098609,0.5109336345901391,,694.0,1,,1,1.0778120646250797,1.1036839659096662,0.5287767919854013,1.7597095882573845,-1.6435059891384944,-0.6009050294535744,0,0,0,0,0,0 +655,US_IN_18159,18159,Tipton County,IN,Indiana,40.31,-86.05,google,15137.0,674.0,22.458456973293767,9.624963417869113,3.155231068397838,0.10332298341811455,0.12875734954086016,0.11019356543568738,0.10226597080002643,0.12783246350003302,0.15102067780934134,0.13305146330184317,0.09334742683490785,0.050208099359186104,0.20632886305080267,0.5835898791041818,0.21008125784501552,1.0,0.5030058796326882,0.4969941203673119,,694.0,1,,1,-0.8351762268930905,-0.18052638559929415,-0.5393756302269983,-0.26223255583391347,0.576050574742856,0.08119425666888504,0,0,0,0,0,0 +656,US_IN_18161,18161,Union County,IN,Indiana,39.62,-84.92,google,7159.0,420.0,17.045238095238094,8.87626525995469,2.892881832534615,0.10643944685011873,0.13130325464450343,0.11789356055314988,0.10867439586534432,0.12599525073334264,0.15323369185640454,0.1352144154211482,0.07906132141360525,0.042184662662383014,0.21148205056572147,0.5996647576477162,0.18885319178656237,1.0,0.5018857382315965,0.4981142617684034,,694.0,1,,1,-1.399918985910953,-0.3636100034372639,-0.3699541784996408,0.26702091131121775,0.07427993915995534,0.026382615615453697,0,0,0,0,0,0 +657,US_IN_18163,18163,Vanderburgh County,IN,Indiana,38.02,-87.58,google,180954.0,611.0,296.1603927986907,12.106003660552659,5.694272036125143,0.12103075919847033,0.12382152370215635,0.1461973761287399,0.12950252550371918,0.11184610453485416,0.13475247853045524,0.12276600683046521,0.06570730682935995,0.04437591874177968,0.22008797816019543,0.6084457928534324,0.17146622898637223,1.0,0.515517755893763,0.48448224410623697,,694.0,1,,1,1.036271561612899,1.5913743583872053,-0.08701692028902507,0.5561299901240093,-0.33669802515788233,0.6934352379045106,0,0,0,0,0,0 +658,US_IN_18165,18165,Vermillion County,IN,Indiana,39.85,-87.46,google,15503.0,673.0,23.035661218424963,9.648853334130548,3.179538611615525,0.11217183770883055,0.13216796749016319,0.11178481584209508,0.11088176481971232,0.12442753015545378,0.13790879184673935,0.13810230278010707,0.0850803070373476,0.047474682319551056,0.21790621170096108,0.5804876475520866,0.2016061407469522,1.0,0.5018383538669935,0.4981616461330065,,694.0,1,,1,-0.8171560714010947,-0.1635630697413167,-0.15874690096281463,-0.36437123143179545,0.3757230987860277,0.024063966575576766,0,0,0,0,0,0 +659,US_IN_18167,18167,Vigo County,IN,Indiana,39.43,-87.39,google,107569.0,410.0,262.36341463414635,11.58589707742605,5.573534883056787,0.11489369613922226,0.12936812650484805,0.17999609552938114,0.12089914380537144,0.1131087952848869,0.12223781944612296,0.11137967258224954,0.0672498582305311,0.04086679247738661,0.21838819734310075,0.6178053156578568,0.1638064869990425,1.0,0.4942130167613346,0.5057869832386654,,694.0,1,,1,0.6439553476175551,1.5071164617766897,-0.14290064911060907,0.8642853445579598,-0.5177523706079238,-0.34906503297704156,0,0,0,0,0,0 +660,US_IN_18169,18169,Wabash County,IN,Indiana,40.85,-85.79,google,31380.0,420.0,74.71428571428571,10.353957893210753,4.326966857490854,0.10920968769917144,0.13377947737412366,0.12479286169534735,0.1041427660930529,0.11504142766093053,0.13903760356915232,0.12944550669216062,0.08247291268323773,0.06207775653282346,0.21623326959847036,0.5744933078393881,0.2092734225621415,1.0,0.5150732950924155,0.48492670490758444,,694.0,1,,1,-0.28529594875799374,0.6371837430828471,-0.21374825281334234,-0.5617304256303396,0.5569556641552481,0.6716865319982388,0,0,0,0,0,0 +661,US_IN_18171,18171,Warren County,IN,Indiana,40.35,-87.36,google,8204.0,949.0,8.644889357218124,9.01249900352419,2.2664281747748514,0.1166504144319844,0.12554851292052657,0.1022671867381765,0.10714285714285714,0.1250609458800585,0.15212091662603608,0.13432471964895173,0.08898098488542175,0.04790346172598732,0.21708922476840564,0.5788639687957094,0.20404680643588494,1.0,0.5035348610433935,0.49646513895660654,,694.0,1,,1,-1.2971579207186896,-0.800788338236313,-0.18560699711788428,-0.4178296516005836,0.4334134399885174,0.10707879158497939,0,0,0,0,0,0 +662,US_IN_18173,18173,Warrick County,IN,Indiana,38.1,-87.27,google,62401.0,391.0,159.5933503836317,11.041352605125939,5.078875395821283,0.12434095607442189,0.14041441643563404,0.10509446963990962,0.12241790996939152,0.1310235412894024,0.14155221871444368,0.12256213842726879,0.07366869120687168,0.03892565824265637,0.23667248922292913,0.5894520921139085,0.17387541866316245,1.0,0.5078604509543116,0.49213954904568835,,694.0,1,,1,0.23320564235403232,1.1619122982388663,0.45823239041474734,-0.06922353544607025,-0.27975168666269884,0.3187419631368322,0,0,0,0,0,0 +663,US_IN_18175,18175,Washington County,IN,Indiana,38.6,-86.11,google,27771.0,1337.0,20.771129394166042,10.231783597873164,3.080584752365034,0.11893702063303446,0.13215224514781607,0.1174966691872817,0.1142918872204818,0.1290194807533038,0.15116488423175256,0.12743509416297577,0.07417809945626733,0.03532461920708653,0.22465881675128732,0.602120917503871,0.17322026574484173,1.0,0.5012423031219617,0.4987576968780382,,694.0,1,,1,-0.3774519770594543,-0.23261922876155655,0.06325863391355069,0.34788815495552233,-0.2952376237859665,-0.005102457819122978,0,0,0,0,0,0 +664,US_IN_18177,18177,Wayne County,IN,Indiana,39.86,-85.01,google,66179.0,1047.0,63.20821394460363,11.100133581475603,4.162131145574262,0.11926744133335349,0.12807688239471735,0.12253131658078847,0.11370676498587165,0.12077849468864746,0.13845781894558698,0.12739690838483506,0.07928496955227489,0.05049940313392466,0.22172894724912737,0.5847882258722555,0.1934828268786171,1.0,0.5154958521585398,0.4845041478414603,,694.0,1,,1,0.27754411228421716,0.5221511286851407,-0.033066745861702974,-0.22277787627738996,0.18371124280582646,0.6923634270852544,0,0,0,0,0,0 +665,US_IN_18179,18179,Wells County,IN,Indiana,40.73,-85.22,google,27958.0,959.0,29.153284671532848,10.238494430329037,3.40629386156864,0.134630517204378,0.13398669432720509,0.11359896988339652,0.11667501251877817,0.11367050575863796,0.1416768009156592,0.1235782244795765,0.07353887974819372,0.04864439516417483,0.24181987266614208,0.5742077401817012,0.1839723871521568,1.0,0.5059374776450389,0.494062522354961,,694.0,1,,1,-0.3723899984818743,-0.005319149614888325,0.6274630215574687,-0.5711325291999569,-0.04108829253943805,0.22464551899105994,0,0,0,0,0,0 +666,US_IN_18181,18181,White County,IN,Indiana,40.75,-86.86,google,24163.0,1318.0,18.33308042488619,10.092619201258632,2.9618176403213425,0.12601912014236644,0.13110954765550636,0.1102925961180317,0.10387782973968464,0.11803170136158589,0.13756569962339113,0.13835202582460787,0.08384720440342673,0.050904275131399244,0.23090675826677148,0.5651657492860986,0.2039274924471299,1.0,0.502089972271655,0.497910027728345,,694.0,1,,1,-0.4824236328199996,-0.3155023081865067,0.26867233539373664,-0.8688333807760436,0.4305931992842209,0.036376356480370554,0,0,0,0,0,0 +667,US_IN_18183,18183,Whitley County,IN,Indiana,41.14,-85.5,google,33722.0,875.0,38.53942857142857,10.425935376129907,3.677298365726776,0.1237174544807544,0.12795800960797105,0.1141094834232845,0.117549374295712,0.12404365102900183,0.1449795385801554,0.13258406974675285,0.0724452879425894,0.04261313089377854,0.22608386216713125,0.5925656841231244,0.18135045370974437,1.0,0.5009192811814246,0.4990807188185754,,694.0,1,,1,-0.23100335853157258,0.18380465289362916,0.1101098813076596,0.03328917478623811,-0.1030632838661428,-0.02090882176554015,0,0,0,0,0,0 +668,US_IA_19001,19001,Adair County,IA,Iowa,41.330556,-94.471111,google,7051.0,1477.0,4.773865944482059,8.861066543517762,1.753341863874246,0.11289178839880867,0.1211175719756063,0.09899305063111616,0.11558644163948376,0.10112040845270175,0.1523188200255283,0.13912920153169764,0.08339242660615516,0.07545029073890229,0.20978584597929373,0.5618068359098001,0.22840731811090625,1.0,0.504183803715785,0.495816196284215,,358.0,1,,1,-1.4113833724108895,-1.1588518856818828,-0.4257203315121649,-0.9794231152758545,1.0092261114133216,0.1388333654170967,0,0,0,0,0,0 +669,US_IA_19005,19005,Allamakee County,IA,Iowa,43.286667,-91.374167,google,13803.0,1706.0,8.090855803048065,9.532713684217894,2.2072690515078284,0.13250742592190104,0.11924943852785626,0.09968847352024922,0.102803738317757,0.1009925378540897,0.14250525248134463,0.1508367746142143,0.09171919148011302,0.059697167282474824,0.22790697674418606,0.545258277186119,0.226834746069695,1.0,0.49112511772803014,0.5088748822719699,,358.0,1,,1,-0.9047601687662412,-0.8420732548102489,0.17004845668760082,-1.5242721514314532,0.9720550158247879,-0.5001645399301626,0,0,0,0,0,0 +670,US_IA_19007,19007,Appanoose County,IA,Iowa,40.738056,-92.867222,google,12353.0,1337.0,9.239341810022438,9.421735176255844,2.3262373411805513,0.11843276936776491,0.11972800129523192,0.10013761839229338,0.10628997004776168,0.10709949000242856,0.141261232089371,0.1475754877357727,0.09625192260989233,0.06322350845948353,0.21421517040395044,0.5525216546587873,0.2332631749372622,1.0,0.506354731644135,0.493645268355865,,358.0,1,,1,-0.9884712185606739,-0.759049781120265,-0.2800973414648861,-1.285130829138865,1.124004648438363,0.24506292022654286,0,0,0,0,0,0 +671,US_IA_19009,19009,Audubon County,IA,Iowa,41.684722,-94.908056,google,5550.0,1149.0,4.830287206266319,8.621733370690162,1.763066262659512,0.11531531531531532,0.10972972972972973,0.1,0.09351351351351352,0.09801801801801802,0.15945945945945947,0.14270270270270272,0.09927927927927928,0.08198198198198198,0.2030990990990991,0.5442882882882883,0.2526126126126126,1.0,0.5099099099099099,0.4900900900900901,,358.0,1,,1,-1.5919123010831127,-1.1520655952433092,-0.6455606459769885,-1.5562083172866925,1.5813698937601859,0.4190277025251973,0,0,0,0,0,0 +672,US_IA_19011,19011,Benton County,IA,Iowa,42.079722,-92.0675,google,25656.0,1855.0,13.830727762803235,10.152571717850691,2.696701228634454,0.12320704708450265,0.1325615840349236,0.10169161209853446,0.11315091986280013,0.12262238852510134,0.1585983785469286,0.120088868101029,0.07596663548487684,0.0521125662613034,0.22925631431244153,0.5826200498908638,0.18812363579669472,1.0,0.5005067040848145,0.49949329591518554,,358.0,1,,1,-0.4372014704941594,-0.5005170334634725,0.21441065562219697,-0.29416346419487543,0.05703532668695838,-0.04109736912592093,0,0,0,0,0,0 +673,US_IA_19013,19013,Black Hawk County,IA,Iowa,42.468889,-92.305278,google,132238.0,1481.0,89.2896691424713,11.792366170457845,4.503023047925381,0.12460866014307537,0.1270134152059166,0.1857635475430663,0.12156112463890864,0.10328347373674739,0.11520137933120586,0.11583659764969222,0.0638318788850406,0.04289992286634704,0.22621939230780866,0.6091305071159576,0.16465010057623375,1.0,0.5089006185816483,0.49109938141835174,,358.0,1,,1,0.7996949123782033,0.760046705429452,0.11456570852526113,0.5786736999544622,-0.4978117636940376,0.3696402645204001,0,0,0,0,0,0 +674,US_IA_19015,19015,Boone County,IA,Iowa,42.036389,-93.932222,google,26443.0,1485.0,17.806734006734008,10.182784568453469,2.934214997548072,0.1131868547441667,0.12506145293650495,0.11307340316908067,0.12865408614756269,0.11938887418220323,0.14748704761184434,0.13580153537798284,0.06981053586960632,0.04753620996104829,0.21323601709337067,0.6015164693869833,0.18524751351964602,1.0,0.4945354158000227,0.5054645841999773,,358.0,1,,1,-0.4144119278368931,-0.33476514950636543,-0.3122889849596767,0.3279871485058777,-0.010947960108693556,-0.33328914935438364,0,0,0,0,0,0 +675,US_IA_19017,19017,Bremer County,IA,Iowa,42.774167,-92.316944,google,24823.0,1139.0,21.79367866549605,10.119566206128216,3.1264832460057574,0.11884139709140716,0.14546992708375298,0.128912701929662,0.11400717076904483,0.11384602989163276,0.12379647907182854,0.11811626314305282,0.08101357611892197,0.055996454900696935,0.23521733875840956,0.5687144986504452,0.19606816259114532,1.0,0.5045320871772146,0.4954679128227853,,358.0,1,,1,-0.46209751645862357,-0.2005884045001213,0.41039137871724657,-0.7519934370077005,0.24482116869819892,0.15587584599510773,0,0,0,0,0,0 +676,US_IA_19019,19019,Buchanan County,IA,Iowa,42.471944,-91.839167,google,21126.0,1485.0,14.226262626262626,9.958307122300235,2.7230217412747795,0.14153176181009183,0.14446653412856197,0.10371106693174288,0.12321310233835085,0.11024330209220866,0.14020638076304082,0.1187162737858563,0.07374798826091072,0.044163589889236014,0.25710498911294144,0.5656252958439837,0.17726971504307487,1.0,0.5025560920193127,0.4974439079806873,,358.0,1,,1,-0.5837351870672854,-0.48214894231319716,1.1299921087954787,-0.8537031508077991,-0.19952024931858955,0.05918489500205593,0,0,0,0,0,0 +677,US_IA_19023,19023,Butler County,IA,Iowa,42.731667,-92.791389,google,14592.0,1506.0,9.689243027888446,9.588297240667746,2.3692379112938404,0.11855811403508772,0.12979714912280702,0.09532620614035088,0.11567982456140351,0.10868969298245613,0.13589638157894737,0.1396655701754386,0.08950109649122807,0.0668859649122807,0.22239583333333332,0.5513843201754386,0.22621984649122806,1.0,0.5013020833333334,0.4986979166666667,,358.0,1,,1,-0.8628335115497259,-0.7290413081794834,-0.011141518379518957,-1.3225767244211124,0.9575205522774525,-0.002177245444499563,0,0,0,0,0,0 +678,US_IA_19027,19027,Carroll County,IA,Iowa,42.037222,-94.858889,google,20274.0,1477.0,13.726472579553148,9.917143878983614,2.6896467299400344,0.13574035710762553,0.13080793134063332,0.10762553023576996,0.10954917628489691,0.10589918121732268,0.14239913189306502,0.12868698826082667,0.07408503502022294,0.06520666863963698,0.2403867021801322,0.5559781000295946,0.20363519779027325,1.0,0.5073493143928184,0.4926506856071816,,358.0,1,,1,-0.6147846071239719,-0.5054401015210481,0.580344646064699,-1.171329925975384,0.42368419140076163,0.2937306264336704,0,0,0,0,0,0 +679,US_IA_19031,19031,Cedar County,IA,Iowa,41.768056,-91.128611,google,18490.0,1507.0,12.269409422694094,9.825039406206987,2.5854613426585074,0.11460248783126015,0.13039480800432665,0.09864791779340183,0.11952406706327745,0.12136289886425095,0.1515413737155219,0.13401838831800975,0.07366143861546783,0.056246619794483504,0.21891833423472148,0.5841644131963224,0.1969172525689562,1.0,0.5010816657652786,0.4989183342347215,,358.0,1,,1,-0.6842589787701536,-0.5781471462608186,-0.12547132764062777,-0.24331644648758247,0.26489122202571735,-0.012962891444474217,0,0,0,0,0,0 +680,US_IA_19033,19033,Cerro Gordo County,IA,Iowa,43.079444,-93.266944,google,42999.0,1490.0,28.858389261744968,10.668955394675699,3.396465847646857,0.11421195841763762,0.11779343705667573,0.11432824019163236,0.11404916393404498,0.10583967069001604,0.14623595897579014,0.14318937649712785,0.08142049815111979,0.06293169608595549,0.20844670806297821,0.5756064094513826,0.2159468824856392,1.0,0.5109188585781065,0.4890811414218935,,358.0,1,,1,-0.04769344342181751,-0.012177749141741847,-0.4697471962805232,-0.525082379684768,0.714697128598122,0.46839837321787364,0,0,0,0,0,0 +681,US_IA_19041,19041,Clay County,IA,Iowa,43.080833,-95.149444,google,16141.0,1483.0,10.884018880647336,9.689179849884317,2.475194546344247,0.12304070379778205,0.1226689796171241,0.107985874481135,0.12173966916547921,0.10804782851124466,0.1352456477293848,0.13629886624124898,0.07967288272102101,0.0652995477355802,0.22117588749148132,0.565702248931293,0.2131218635772257,1.0,0.5085806331701878,0.4914193668298123,,358.0,1,,1,-0.7867377946528249,-0.6550981765551949,-0.05124970286862473,-0.8511695274180081,0.6479217789593409,0.3539824864057665,0,0,0,0,0,0 +682,US_IA_19043,19043,Clayton County,IA,Iowa,42.843611,-91.343333,google,17648.0,2053.0,8.596200681928885,9.778434403532566,2.2613672578401487,0.11559383499546691,0.11995693563009972,0.09661151405258386,0.10029465095194923,0.10499773345421577,0.15174524025385314,0.1521985494106981,0.09145512239347235,0.06714641885766093,0.2115593834995467,0.553739800543971,0.23470081595648232,1.0,0.494616953762466,0.505383046237534,,358.0,1,,1,-0.7194131160097906,-0.8043201609189066,-0.3674117020465572,-1.24502427831946,1.1579863614200254,-0.32929926957196015,0,0,0,0,0,0 +683,US_IA_19045,19045,Clinton County,IA,Iowa,41.892778,-90.5275,google,46874.0,1839.0,25.48885263730288,10.755239763272712,3.276723989295842,0.12475999487989077,0.1266800358407646,0.11080769723087426,0.11225839484575671,0.11426377096044715,0.14863250416008875,0.12945342833980458,0.08017237701070956,0.052971796731663606,0.22610402355250248,0.576025088535222,0.19787088791227547,1.0,0.5103682211887187,0.4896317788112813,,358.0,1,,1,0.017390825674462724,-0.09574106718004965,0.11077272758843996,-0.5112976810232479,0.2874324281353094,0.4414541509006664,0,0,0,0,0,0 +684,US_IA_19047,19047,Crawford County,IA,Iowa,42.037222,-95.378611,google,17076.0,1852.0,9.220302375809935,9.745487807887239,2.324376171012043,0.14277348325134692,0.13920121808386038,0.12303818224408526,0.11706488639025533,0.11314125087842586,0.1294214101663153,0.11261419536191146,0.0722651674865308,0.05048020613726868,0.25413445771843524,0.5668130709768096,0.1790524713047552,1.0,0.48723354415553993,0.51276645584446,,358.0,1,,1,-0.7442647215978399,-0.7603486214494215,1.0323298871507338,-0.8145965345099295,-0.15738100120952636,-0.6905900822594432,0,0,0,0,0,0 +685,US_IA_19049,19049,Dallas County,IA,Iowa,41.682778,-94.035,google,87208.0,1533.0,56.887149380300066,11.376062815580356,4.05849541487296,0.16060453169433997,0.14036556279240436,0.11614760113751033,0.16655582056692048,0.13947114943583158,0.1133267590129346,0.08625355471975048,0.04644069351435648,0.030834327125951747,0.2728969819282635,0.606701220071553,0.12040179800018347,1.0,0.5070521053114393,0.4929478946885607,,358.0,1,,1,0.4856774371959308,0.44982766850182965,1.6491857808080175,0.4986912237285989,-1.5437148076130138,0.2791873576369855,0,0,0,0,0,0 +686,US_IA_19057,19057,Des Moines County,IA,Iowa,40.927778,-91.183889,google,39326.0,1113.0,35.333333333333336,10.579666584865919,3.592735593561034,0.1231755072979708,0.12365864822254996,0.1101815592737629,0.11880181050704369,0.11300411941209378,0.1383308752479276,0.1334231805929919,0.08310023902761532,0.05632406041804404,0.22210242587601078,0.5717616843818338,0.20613588974215533,1.0,0.5132482327213548,0.48675176727864516,,358.0,1,,1,-0.11504396147552966,0.12479148972747586,-0.020787881377819447,-0.6516671042764792,0.48279338140600253,0.5823811429775161,0,0,0,0,0,0 +687,US_IA_19059,19059,Dickinson County,IA,Iowa,43.375833,-95.149722,google,17141.0,987.0,17.36676798378926,9.749286871458828,2.910542943834306,0.1017443556385275,0.10973688816288431,0.09462691791610758,0.10676156583629894,0.10839507613324777,0.13995682865643777,0.17029344845691616,0.09946910915349162,0.06901581004608832,0.18953386616883497,0.556834490403127,0.253631643428038,1.0,0.5016043404702176,0.4983956595297824,,358.0,1,,1,-0.7413990892726845,-0.3512849812539624,-1.0915450875311816,-1.1431339073744176,1.6054568613872235,0.012613038779074515,0,0,0,0,0,0 +688,US_IA_19061,19061,Dubuque County,IA,Iowa,42.470833,-90.878333,google,97066.0,1597.0,60.780212899185976,11.483156740696597,4.123583133570383,0.12616158078008777,0.1347021614159438,0.13555724970638536,0.12077349432345003,0.10771021778995735,0.1350421362784085,0.12168009395668926,0.0688500607833845,0.049523004965693444,0.2339233099128428,0.5868635773597346,0.17921311272742257,1.0,0.5066243586837822,0.4933756413162178,,358.0,1,,1,0.566458347506533,0.4952499277919504,0.36784756579402306,-0.1544484660539523,-0.15358389842443085,0.2582565228387108,0,0,0,0,0,0 +689,US_IA_19065,19065,Fayette County,IA,Iowa,42.865,-91.849444,google,19687.0,1894.0,10.39440337909187,9.887764592070893,2.4331223031954403,0.11113933052267994,0.1275460964087977,0.1207395743383959,0.10453598821557374,0.10174226647025957,0.14720373850764465,0.13790826433687206,0.0854878854066135,0.063696855793163,0.2131762076497181,0.5686849189820694,0.21813887336821253,1.0,0.4942855691573119,0.5057144308426881,,358.0,1,,1,-0.6369453929809664,-0.6844588051878548,-0.31425534126658194,-0.7529673256751949,0.7665095101552617,-0.3455148420082949,0,0,0,0,0,0 +690,US_IA_19075,19075,Grundy County,IA,Iowa,42.401667,-92.7875,google,12298.0,1302.0,9.44546850998464,9.41727323724241,2.346168248955629,0.12205236623841274,0.13067165392746788,0.10335013823385916,0.11692958204586111,0.11367702065376484,0.13555049601561228,0.1285574890226053,0.08716864530818019,0.06204260855423646,0.2265896893803871,0.5599203122458936,0.2134899983737193,1.0,0.506586436818995,0.49341356318100504,,358.0,1,,1,-0.99183685760009,-0.7451407537497465,0.12673997298293974,-1.0415355092992264,0.6566234303631064,0.2564009002907278,0,0,0,0,0,0 +691,US_IA_19077,19077,Guthrie County,IA,Iowa,41.683333,-94.5,google,10645.0,1536.0,6.930338541666667,9.272939513732704,2.0706957259923415,0.1121653358384218,0.1312353217472992,0.09365899483325504,0.10211366838891499,0.11263503992484734,0.14776890558947864,0.1457961484264913,0.0886801315171442,0.06594645373414748,0.21715359323626118,0.5553217472992015,0.22752465946453734,1.0,0.5027712541099107,0.49722874589008925,,358.0,1,,1,-1.1007077348321803,-0.937382617741171,-0.18349075367865766,-1.1929398533717217,0.9883625909790186,0.06971337584087808,0,0,0,0,0,0 +692,US_IA_19081,19081,Hancock County,IA,Iowa,43.083333,-93.736389,google,10756.0,1484.0,7.247978436657682,9.283311984432006,2.109968132338991,0.10970621048716996,0.13192636667906285,0.09659724804760134,0.1087764968389736,0.10812569728523615,0.14577910003718855,0.14735961323912236,0.08320937151357381,0.0685198958720714,0.2152473038304202,0.5593436221643734,0.2254090740052064,1.0,0.4992562290814429,0.500743770918557,,358.0,1,,1,-1.0928837838064782,-0.9099758894101762,-0.24616386961225256,-1.0605226029986388,0.9383562146263448,-0.10228659663263961,0,0,0,0,0,0 +693,US_IA_19083,19083,Hardin County,IA,Iowa,42.373889,-93.244722,google,17073.0,1476.0,11.567073170731707,9.745312117570252,2.5310801530662608,0.10349674925320682,0.1275698471270427,0.11157968722544369,0.11204826333977626,0.1070110701107011,0.14408715515726586,0.1411585544426873,0.08311368827973994,0.06993498506413635,0.20555262695484097,0.5708194224799391,0.22362795056521995,1.0,0.49639782112106834,0.5036021788789317,,358.0,1,,1,-0.7443972447425794,-0.6160977234756568,-0.5648959602907256,-0.6826903793317756,0.8962555617419655,-0.2421564657006307,0,0,0,0,0,0 +694,US_IA_19085,19085,Harrison County,IA,Iowa,41.682222,-95.824167,google,14107.0,1815.0,7.772451790633609,9.554497291355943,2.171616332949572,0.12178351173176437,0.1294392854611186,0.1021478698518466,0.10831502091160417,0.12043666264974835,0.15226483306160063,0.1320620968313603,0.07910966186999362,0.05444105763096335,0.22533494010065927,0.5750832919827036,0.19958176791663712,1.0,0.5015240660664918,0.4984759339335082,,358.0,1,,1,-0.8883288015103472,-0.8669539398174946,0.08548755515224615,-0.5423056347950801,0.32787272754038743,0.008684988446759304,0,0,0,0,0,0 +695,US_IA_19087,19087,Henry County,IA,Iowa,40.986667,-91.541944,google,20044.0,1131.0,17.72236958443855,9.905735025076607,2.9297190434041345,0.11654360407104371,0.12971462781879864,0.13101177409698664,0.11978646976651366,0.11858910397126322,0.13545200558770704,0.12277988425463979,0.07698064258631011,0.049141887846737176,0.22031530632608262,0.5921722211135502,0.18751247256036718,1.0,0.48283775693474357,0.5171622430652565,,358.0,1,,1,-0.6233903016412692,-0.3379027060065675,-0.0795430475119091,0.02033469668884254,0.042589179558315156,-0.9056882038526142,0,0,0,0,0,0 +696,US_IA_19089,19089,Howard County,IA,Iowa,43.3575,-92.315556,google,9229.0,1227.0,7.52159739201304,9.130214327496898,2.142603810593146,0.13425073139018312,0.13446743959258858,0.09914400260049842,0.11149637013760971,0.10109437642214758,0.14486943330805072,0.12623252790118106,0.08408278253331888,0.06436233611442194,0.241824683064254,0.5466139343374147,0.21156138259833135,1.0,0.49853721963376313,0.5014627803662368,,358.0,1,,1,-1.2083652929603792,-0.887200682820736,0.627621173114956,-1.4796381440490503,0.6110364814273477,-0.13746973308473664,0,0,0,0,0,0 +697,US_IA_19095,19095,Iowa County,IA,Iowa,41.686111,-92.066944,google,16133.0,1521.0,10.606837606837606,9.68868412549692,2.4515943733208854,0.12539515279241306,0.1289902683939751,0.10301865741027708,0.11535362300873984,0.11256430917994173,0.15589165065393912,0.1263249240686791,0.072522159548751,0.059939254943283955,0.22858736750759315,0.5757887559660324,0.1956238765263745,1.0,0.4993491601066138,0.5006508398933862,,358.0,1,,1,-0.7871117193850974,-0.6715678454852455,0.19241767778514332,-0.519078755779377,0.2343195195848589,-0.09773922253377151,0,0,0,0,0,0 +698,US_IA_19097,19097,Jackson County,IA,Iowa,42.170278,-90.575,google,19382.0,1683.0,11.516339869281046,9.872151672226275,2.527034980222311,0.11717057063254566,0.1286244969559385,0.09988649262202043,0.10592302136002477,0.10881230007223197,0.15860076359508823,0.13651841915179033,0.08574966463729233,0.05871427097306779,0.22007016819729644,0.5672066866164482,0.2127231451862553,1.0,0.499948405737282,0.500051594262718,,358.0,1,,1,-0.6487222129666538,-0.618920696741096,-0.08760245880490904,-0.8016370311807355,0.6384972190439476,-0.06841646347941138,0,0,0,0,0,0 +699,US_IA_19099,19099,Jasper County,IA,Iowa,41.688056,-93.061389,google,36995.0,1898.0,19.491570073761853,10.51856507767415,3.020013585657857,0.11944857413163941,0.12571969185025003,0.10987971347479389,0.12531423165292607,0.12112447628057846,0.14288417353696445,0.12317880794701987,0.07760508176780646,0.054845249358021354,0.22002432761183943,0.5859359372888229,0.19403973509933775,1.0,0.4870928503851872,0.5129071496148128,,358.0,1,,1,-0.16113280700942406,-0.2748895570929047,-0.08910956067412572,-0.18499032815655952,0.1968749568767591,-0.697474620614613,0,0,0,0,0,0 +700,US_IA_19101,19101,Jefferson County,IA,Iowa,41.031389,-91.944722,google,18219.0,1131.0,16.108753315649867,9.810275170813949,2.8395902223418075,0.08502113178549865,0.09007080520335912,0.1944124265876283,0.11422141720182227,0.09808441736648554,0.11636203962895877,0.17695812064328448,0.07969701959492838,0.04517262198803447,0.15707777594818598,0.629573522147209,0.2133487019046051,1.0,0.4514517811076349,0.5485482188923652,,358.0,1,,1,-0.6953956363704339,-0.4008002043631656,-2.1586046320669063,1.2517448248707757,0.653283586831537,-2.4414914867869246,0,0,0,0,0,0 +701,US_IA_19103,19103,Johnson County,IA,Iowa,41.666667,-91.583333,google,149325.0,1614.0,92.5185873605948,11.91388711438036,4.538160211837953,0.11626318432948267,0.1400770132261845,0.2418884982420894,0.13584463418717563,0.10464423237903901,0.09968859869412355,0.09047379876109157,0.04505608571906915,0.026063954461744518,0.2283247949104303,0.6553182655282103,0.11635693956135945,1.0,0.503103967855349,0.49689603214465095,,358.0,1,,1,0.8913581179354697,0.7845676043316823,0.18378507311737952,2.0993714279742264,-1.6393236673227467,0.08599398681618432,0,0,0,0,0,0 +702,US_IA_19105,19105,Jones County,IA,Iowa,42.12,-91.134722,google,20618.0,1494.0,13.80053547523427,9.933968259789715,2.694663360874634,0.11198952371714037,0.12256280919584829,0.10767290716849355,0.11999223979047434,0.11950722669512077,0.1486565137258706,0.13158405276942478,0.07905713454263265,0.058977592394994664,0.21003977107381902,0.5861334756038413,0.2038267533223397,1.0,0.48079348142399847,0.5192065185760015,,358.0,1,,1,-0.6020939825581629,-0.5019391843644103,-0.4173720309661562,-0.17848652547871136,0.4282120151228916,-1.0057203028359059,0,0,0,0,0,0 +703,US_IA_19107,19107,Keokuk County,IA,Iowa,41.336111,-92.179722,google,10141.0,1502.0,6.751664447403462,9.224440496354964,2.047907587712936,0.12069815600039444,0.12760082832067843,0.10018735824869342,0.11162607237944976,0.10472340005916576,0.14337836505275614,0.14032146731091608,0.08391677349373829,0.06754757913420767,0.22277881865693716,0.5555960950596588,0.221625086283404,1.0,0.49186470762252243,0.5081352923774776,,358.0,1,,1,-1.1372905267010107,-0.9532855983092587,0.0014498979676226074,-1.1839071566062498,0.8489135909328587,-0.46397434484929967,0,0,0,0,0,0 +704,US_IA_19109,19109,Kossuth County,IA,Iowa,43.205,-94.205556,google,14939.0,2524.0,5.91877971473851,9.611797458686809,1.9342394122787414,0.1155365151616574,0.12336836468304438,0.10161322712363612,0.10475935470915054,0.0942499497958364,0.14920677421514159,0.1417096191177455,0.09096994444072562,0.07858625075306246,0.2142312069080929,0.5453577883392463,0.24041100475266083,1.0,0.4980253028984537,0.5019746971015463,,358.0,1,,1,-0.8451073053058423,-1.0326103225572958,-0.2795701089889507,-1.5209958204365022,1.2929588574386117,-0.16251924586739072,0,0,0,0,0,0 +705,US_IA_19111,19111,Lee County,IA,Iowa,40.642778,-91.474444,google,34216.0,1395.0,24.527598566308242,10.440477875572727,3.239760163621504,0.12009001636661211,0.11561842412906242,0.11447860649988309,0.11699205050268881,0.11354337152209493,0.1461889174655132,0.13972995090016366,0.08443418283843816,0.04892447977554361,0.21258475566986207,0.5841916062660744,0.2032236380640636,1.0,0.49620060790273557,0.5037993920972644,,358.0,1,,1,-0.2200339562810963,-0.12153672429840368,-0.33370052015132623,-0.2424211348116921,0.41395609912745207,-0.25180665818857323,0,0,0,0,0,0 +706,US_IA_19113,19113,Linn County,IA,Iowa,42.078611,-91.599722,google,224379.0,1877.0,119.54128929142249,12.321096322098956,4.791992343961049,0.12871971084638045,0.1322539096796046,0.13597529180538287,0.13462935479701754,0.12317106324566916,0.13180377842846255,0.10971169316201605,0.06335708778450747,0.04037811025095932,0.23452283859006412,0.606886116793461,0.1585910446164748,0.9999999999999999,0.5073424874876883,0.49265751251231177,,358.0,1,,1,1.1985158810920926,0.9617074573208121,0.3875582824238679,0.5047788113186744,-0.6410304795011689,0.29339656693624266,0,0,0,0,0,0 +707,US_IA_19115,19115,Louisa County,IA,Iowa,41.218056,-91.26,google,11195.0,1082.0,10.346580406654343,9.323311850635344,2.428916412774413,0.12157213041536401,0.12889682894149174,0.11460473425636444,0.12184010719071015,0.11621259490844127,0.15033497096918266,0.123537293434569,0.07360428762840554,0.04939705225547119,0.2246895935685574,0.5905404198302814,0.18476998660116123,1.0,0.4897722197409558,0.5102277802590443,,358.0,1,,1,-1.0627118987000097,-0.6873939371770069,0.06427048396681323,-0.03339115166036624,-0.022235327725521063,-0.5663656095247347,0,0,0,0,0,0 +708,US_IA_19119,19119,Lyon County,IA,Iowa,43.383333,-96.216667,google,11785.0,1522.0,7.743101182654402,9.374667665397858,2.168264953122111,0.15146372507424694,0.1535850657615613,0.1003818413237166,0.12201951633432329,0.10810352142554094,0.12023759015697921,0.11701315231226135,0.06576156130674586,0.06143402630462452,0.274331777683496,0.5399660585490029,0.18570216376750107,0.9999999999999999,0.4914722104369962,0.5085277895630038,,358.0,1,,1,-1.0239742255616342,-0.8692927411543532,1.6963575903103865,-1.698514529375287,-0.0002013314141165769,-0.4831803261893174,0,0,0,0,0,0 +709,US_IA_19121,19121,Madison County,IA,Iowa,41.33,-94.01,google,16000.0,1456.0,10.989010989010989,9.680406499268875,2.483990479316221,0.1285,0.14575,0.0940625,0.118875,0.136625,0.1424375,0.1224375,0.0693125,0.042,0.2451,0.58236875,0.17253125,1.0,0.50025,0.49975,,358.0,1,,1,-0.7933555299577943,-0.6489598273220799,0.7353038352565514,-0.30243732692874725,-0.3115239810671184,-0.053658615536498214,0,0,0,0,0,0 +710,US_IA_19123,19123,Mahaska County,IA,Iowa,41.333889,-92.645556,google,22211.0,1485.0,14.956902356902356,10.008387962361498,2.76989148527078,0.13515825491873396,0.1368240961685651,0.12147134302822926,0.11872495610283193,0.11354734140741074,0.12962045833145738,0.12255188870379542,0.07163117374274008,0.0504704875962361,0.2446175318535861,0.57200486245554,0.18337760569087388,1.0,0.4936292827878078,0.5063707172121922,,358.0,1,,1,-0.5459592269007553,-0.4494403191312299,0.7194417201014148,-0.6436606463555603,-0.05514722146113384,-0.377628763410059,0,0,0,0,0,0 +711,US_IA_19127,19127,Marshall County,IA,Iowa,42.034167,-93.001111,google,40078.0,1484.0,27.006738544474395,10.598607785347687,3.3324451435233344,0.13937821248565296,0.13867957482908327,0.119117720445132,0.11919257447976446,0.10788961525026199,0.1318928090224063,0.12133839013922851,0.07161035979839313,0.05090074355007735,0.2503218723489196,0.5664978292329956,0.18318029841808472,0.9999999999999999,0.4942362393333001,0.5057637606666999,,358.0,1,,1,-0.10075662056770444,-0.056855379281970826,0.9069834396815118,-0.8249756353815503,-0.05981099984772512,-0.34792868779984515,0,0,0,0,0,0 +712,US_IA_19129,19129,Mills County,IA,Iowa,41.033056,-95.618889,google,15060.0,1139.0,13.222124670763828,9.619863900211849,2.654798827472956,0.12337317397078353,0.1352589641434263,0.09508632138114209,0.10936254980079681,0.13240371845949536,0.14926958831341303,0.14063745019920318,0.07370517928286853,0.040903054448871184,0.2315803452855246,0.5834926958831341,0.1849269588313413,1.0,0.4964807436918991,0.5035192563081009,315.0,315.0,0,,1,-0.8390227912808618,-0.5297591357913203,0.2908178696386036,-0.2654322413897651,-0.018524954133812874,-0.2380988331703325,0,0,0,0,0,0 +713,US_IA_19131,19131,Mitchell County,IA,Iowa,43.355556,-92.789722,google,10563.0,1216.0,8.686677631578947,9.265207273417023,2.270751501432672,0.12486982864716463,0.13689292814541323,0.10659850421281833,0.10016093912714191,0.1031903815204014,0.147117296222664,0.12553251917069014,0.08084824387011266,0.07478935908359367,0.23438417116349525,0.5472119662974534,0.21840386253905142,1.0,0.5066742402726498,0.4933257597273502,366.0,366.0,0,,1,-1.1065401610016674,-0.797771251935281,0.38299931059360154,-1.459948384810316,0.7727730946150184,0.2606973680226528,0,0,0,0,0,0 +714,US_IA_19133,19133,Monona County,IA,Iowa,42.047222,-95.968611,google,8724.0,1795.0,4.86016713091922,9.073947747070628,1.7681781238168948,0.10900962861072902,0.1284961027051811,0.10052728106373224,0.10052728106373224,0.10167354424575882,0.13984410820724438,0.13950022925263642,0.09674461256304448,0.08367721228794131,0.21180651077487392,0.5380215497478221,0.250171939477304,1.0,0.509743237047226,0.490256762952774,386.0,386.0,0,,1,-1.2508071549237474,-1.14849822051283,-0.3592868935418887,-1.7625360410857502,1.523679376546714,0.41087193476777406,0,0,0,0,0,0 +715,US_IA_19137,19137,Montgomery County,IA,Iowa,41.029167,-95.151389,google,10112.0,1100.0,9.192727272727273,9.221577003902171,2.321674453498217,0.12074762658227849,0.12984572784810128,0.10116693037974683,0.10047468354430379,0.11451740506329114,0.14339398734177214,0.14438291139240506,0.08089398734177215,0.06457674050632911,0.2246242088607595,0.5577136075949367,0.2176621835443038,1.0,0.5130537974683544,0.48694620253164556,369.0,369.0,0,,1,-1.1394504580580234,-0.7622340480075739,0.06212082958613812,-1.114189625118593,0.755241929054847,0.5728668840766296,0,0,0,0,0,0 +716,US_IA_19139,19139,Muscatine County,IA,Iowa,41.481111,-91.119722,google,42872.0,1163.0,36.86328460877042,10.665997536149904,3.6339818987208954,0.13465665236051502,0.13936835230453443,0.12520992722522858,0.12301735398395224,0.11781582384773279,0.1346333271132674,0.11923866392983766,0.0674332897928718,0.03862660944206009,0.24615133420414256,0.5881694345960067,0.16567923119985073,1.0,0.5012595633513716,0.4987404366486285,199.0,199.0,0,,1,-0.0499245550747365,0.15357572744888237,0.7698685714709415,-0.11145408397997132,-0.47348606555044764,-0.0042578666826912385,0,0,0,0,0,0 +717,US_IA_19141,19141,O'Brien County,IA,Iowa,43.081389,-95.626111,google,13774.0,1485.0,9.275420875420876,9.530610634021116,2.3297547206549356,0.12610715841440395,0.12922898214026426,0.10969943371569624,0.11115144475098011,0.10512559895455205,0.13612603455786265,0.13140699869319006,0.07506897052417598,0.0760853782488747,0.22949034412661537,0.5536518077537389,0.2168578481196457,1.0,0.49927399448235804,0.5007260055176419,464.0,464.0,0,,1,-0.906346498795141,-0.7565951349027512,0.22210485862762355,-1.24792137574934,0.7362297450838147,-0.10141728604633163,0,0,0,0,0,0 +718,US_IA_19145,19145,Page County,IA,Iowa,40.738056,-95.148056,google,15213.0,1387.0,10.968276856524874,9.629971335557247,2.482259554029803,0.10293827647406822,0.11214093209754815,0.113652796949977,0.12062052192204036,0.12324985210017748,0.13238677446920397,0.14481035956090185,0.08525603102609611,0.06494445539998685,0.19265102215210675,0.5847433116413594,0.22260566620653388,1.0,0.4711759679221718,0.5288240320778281,328.0,328.0,0,,1,-0.8313987563300406,-0.6501677746698277,-0.989062286271262,-0.22425664405542095,0.8720916896778825,-1.4763320464737373,0,0,0,0,0,0 +719,US_IA_19149,19149,Plymouth County,IA,Iowa,42.738333,-96.220278,google,25060.0,2238.0,11.197497765862376,10.129068131883756,2.5012308295442702,0.1332801276935355,0.1397047086991221,0.10466879489225858,0.11568236233040702,0.1174780526735834,0.13950518754988028,0.12430167597765363,0.07206703910614524,0.053312051077414206,0.24504389465283322,0.5674261771747806,0.18752992817238628,1.0000000000000002,0.5034716679968076,0.49652833200319235,358.0,358.0,0,,1,-0.4549302171799469,-0.6369284383906079,0.7334592586058576,-0.7944104671548597,0.043001780193398696,0.10398657967033936,0,0,0,0,0,0 +720,US_IA_19153,19153,Polk County,IA,Iowa,41.685,-93.570278,google,480487.0,1533.0,313.42922374429224,13.082557533095198,5.750759007076014,0.1418206944204526,0.13228869875771873,0.14188104985150482,0.1504119778474756,0.1263697040710779,0.12543315427888788,0.09983412662569435,0.0513041976161686,0.03065639653101957,0.24765165342662757,0.620470689113337,0.13187765746003535,0.9999999999999999,0.5072416111153891,0.4927583888846108,279.0,279.0,0,,1,1.7728858065918338,1.6307944808372115,0.819194597351425,0.9520407909664121,-1.2724583832560268,0.28846040485541463,0,0,0,0,0,0 +721,US_IA_19155,19155,Pottawattamie County,IA,Iowa,41.333333,-95.533333,google,93416.0,2486.0,37.57683024939662,11.444828620502571,3.652651843640761,0.12992420998544146,0.1341204932773829,0.11945491136422026,0.12297679198424252,0.1163076988952642,0.13936584739230967,0.12501070480431617,0.06947418001198938,0.04336516228483343,0.23722060460734778,0.5874347006936713,0.1753446946989809,1.0,0.5086923011047358,0.4913076988952642,359.0,359.0,0,,1,0.5375474598310003,0.16660477649306055,0.4762527911615596,-0.1356446533946602,-0.24502221256414924,0.359446709707988,0,0,0,0,0,0 +722,US_IA_19157,19157,Poweshiek County,IA,Iowa,41.684167,-92.53,google,18334.0,1518.0,12.077733860342557,9.816567080505427,2.5709110787517564,0.10826879022580997,0.13984946001963566,0.14257663357696085,0.10155994327479001,0.0998690956692484,0.13434056943383876,0.12937711355950693,0.08159703283516963,0.06256136140503982,0.22014835824151852,0.5710046907385186,0.20884695101996292,1.0,0.5160903239882186,0.48390967601178136,293.0,293.0,0,,1,-0.6906496510877199,-0.5883012256038743,-0.08503180311571097,-0.6765905591720422,0.546875099294195,0.7214525907506454,0,0,0,0,0,0 +723,US_IA_19163,19163,Scott County,IA,Iowa,41.635833,-90.633889,google,172448.0,1186.0,145.40303541315345,12.057856819565918,4.986363335008674,0.13081044720727408,0.1322137687882724,0.12454768973835591,0.13537994061978104,0.12201939135275561,0.13384904434960104,0.11673084060122471,0.06522545926888106,0.03922341807385415,0.236581462237892,0.6006042401187605,0.16281429764334757,1.0,0.5095391074410837,0.4904608925589163,,358.0,1,,1,0.9999544162727949,1.0973516269203907,0.45523969435881934,0.29795267566487366,-0.5412048830626504,0.40088330414547113,0,0,0,0,0,0 +724,US_IA_19165,19165,Shelby County,IA,Iowa,41.681389,-95.312778,google,11574.0,1532.0,7.554830287206267,9.356602878954435,2.1464960692989057,0.11361672714705374,0.1334888543286677,0.09676861931916364,0.09175738724727839,0.1088646967340591,0.1556937964402972,0.13495766372904786,0.08821496457577328,0.07663729047865907,0.2204078106099879,0.5472611024710559,0.2323310869189563,1.0,0.5064800414722654,0.49351995852773456,,358.0,1,,1,-1.0376004876664402,-0.8844844225538935,-0.07650178227076265,-1.45833061269646,1.1019727593309554,0.2511946794073551,0,0,0,0,0,0 +725,US_IA_19167,19167,Sioux County,IA,Iowa,43.081389,-96.179444,google,34781.0,1959.0,17.75446656457376,10.456855290567788,2.931431940824576,0.14930565538656163,0.16615393461947614,0.1422040769385584,0.11834047324688766,0.09901957965555908,0.11397027112503953,0.10221097725769816,0.059112733963945834,0.04968229780627354,0.28222880308214254,0.557870676518789,0.15990052039906846,1.0,0.49739800465771544,0.5026019953422846,,358.0,1,,1,-0.20768047787044372,-0.3367073396252328,1.955988256474413,-1.1090182471635792,-0.6100782253531376,-0.19321469732672134,0,0,0,0,0,0 +726,US_IA_19169,19169,Story County,IA,Iowa,42.037778,-93.466389,google,97278.0,1486.0,65.46298788694482,11.485338417541895,4.196645219588841,0.09196323937580954,0.16401447398178418,0.29917350274471105,0.10577931289705791,0.08498324389892885,0.09036986780155842,0.08627850079154588,0.04543678940767697,0.03200106910092724,0.22317481856123686,0.656248072534386,0.12057710890437714,1.0,0.4762844630851786,0.5237155369148214,,358.0,1,,1,0.5681039855889496,0.5462371966934005,0.014469194951502435,2.12998463481505,-1.5395709603317942,-1.2263591386559913,0,0,0,0,0,0 +727,US_IA_19171,19171,Tama County,IA,Iowa,42.078611,-92.531389,google,17029.0,1871.0,9.101549973276322,9.742731773656734,2.3126888747736443,0.12719478536614012,0.13758881907334547,0.10470374067766751,0.10605437782606142,0.112866286922309,0.14299136766692114,0.13318456750249574,0.07563568031005931,0.059780374655000294,0.23726584062481648,0.5607258206588761,0.20200833871630747,1.0,0.5019672323683129,0.49803276763168713,,358.0,1,,1,-0.7463435972553123,-0.7685047438449362,0.4777400166366123,-1.0150147415540134,0.3852299059609176,0.030370350882895022,0,0,0,0,0,0 +728,US_IA_19173,19173,Taylor County,IA,Iowa,40.735833,-94.6925,google,6095.0,1385.0,4.40072202166065,8.715388097366482,1.686532652347084,0.12715340442986053,0.1269893355209188,0.09942575881870386,0.11632485643970468,0.10418375717801477,0.13601312551271533,0.13568498769483184,0.08728465955701395,0.06694011484823625,0.2287448728465956,0.5491878589007383,0.22206726825266612,1.0,0.49286300246103365,0.5071369975389663,,358.0,1,,1,-1.5212685734618485,-1.205475509764676,0.1975959840492466,-1.3948935846659272,0.8593655052593456,-0.4151249957397633,0,0,0,0,0,0 +729,US_IA_19177,19177,Van Buren County,IA,Iowa,40.75,-91.951667,google,7155.0,1271.0,5.629425649095201,8.87570644462861,1.891518171349508,0.12382948986722572,0.12508735150244585,0.0957372466806429,0.10761705101327743,0.106638714185884,0.14437456324248776,0.1512229210342418,0.08819007686932215,0.0573025856044724,0.2238993710691824,0.5549965059399021,0.22110412299091545,1.0,0.4879105520614955,0.5120894479385045,,358.0,1,,1,-1.4003405001162386,-1.0624238622160482,0.038290322630914,-1.2036481841750926,0.8365995119363292,-0.6574621983196056,0,0,0,0,0,0 +730,US_IA_19179,19179,Wapello County,IA,Iowa,41.029444,-92.408889,google,35022.0,436.0,80.3256880733945,10.463760267504872,4.398461933109291,0.12623493803894695,0.12320826908800182,0.1308891553880418,0.1220090228998915,0.11604134544000913,0.13434412654902633,0.12654902632630918,0.07224030609331278,0.04848381017646051,0.22480155330934842,0.5911998172577237,0.18399862943292788,1.0,0.5029981154702758,0.49700188452972416,,358.0,1,,1,-0.20247205617849454,0.6870774546416147,0.06795138666342984,-0.011680979869312722,-0.040468000240300055,0.08081433456011351,0,0,0,0,0,0 +731,US_IA_19181,19181,Warren County,IA,Iowa,41.33,-93.56,google,50078.0,573.0,87.39616055846422,10.821357037523498,4.481828536103817,0.12979751587523464,0.14766963536882463,0.11841527217540637,0.12756100483246136,0.12582371500459283,0.13628739166899637,0.11188545868445225,0.0653181037581373,0.037241902631894246,0.24793322417029434,0.593564040097448,0.15850273573225768,1.0,0.507887695195495,0.49211230480450496,,358.0,1,,1,0.06726306254912248,0.7452558565450106,0.8284518044718472,0.06615930561956629,-0.6431178484041687,0.3200750997989194,0,0,0,0,0,0 +732,US_IA_19183,19183,Washington County,IA,Iowa,41.334722,-91.719722,google,22204.0,571.0,38.8861646234676,10.008072767726203,3.6860295124721487,0.13772293280490003,0.13407494145199064,0.11115114393802919,0.11394343361556476,0.11164655017114034,0.13691226805980905,0.12461718609259592,0.07399567645469285,0.05593586741127725,0.24498288596649254,0.5627769771212394,0.19224013691226807,1.0,0.5047739146099802,0.49522608539001983,,358.0,1,,1,-0.5461969781040706,0.1898977902673948,0.7314534747724742,-0.9474819346078879,0.15433761392552903,0.16770913635354098,0,0,0,0,0,0 +733,US_IA_19187,19187,Webster County,IA,Iowa,42.426111,-94.188611,google,36637.0,718.0,51.02646239554318,10.508841232145404,3.9517524813616776,0.1177771105712804,0.13655594071566995,0.14438955154625105,0.11373747850533614,0.10464830635696154,0.13396293364631384,0.12599284875945083,0.07129404700166499,0.05164178289707127,0.22702186314381634,0.587045882577722,0.18593225427846166,1.0,0.4836367606518001,0.5163632393481999,,358.0,1,,1,-0.16846750029552082,0.3753358088949957,0.14094855867610206,-0.14844620181057738,0.005237348756200607,-0.8665907248227515,0,0,0,0,0,0 +734,US_IA_19191,19191,Winneshiek County,IA,Iowa,43.283333,-91.866667,google,20129.0,690.0,29.172463768115943,9.909966518633837,3.4069297126844686,0.09170848030205177,0.1471508768443539,0.14705151771076555,0.09737195091658801,0.10079984102538626,0.14138804709622932,0.13517810124695712,0.07809627900044712,0.061254905857220925,0.20942918177753492,0.5836305827413185,0.2069402354811466,1.0,0.5037508072929604,0.4962491927070396,,358.0,1,,1,-0.62019848752898,-0.0048754131492218045,-0.4374463877960121,-0.2608924187360388,0.5018058091783069,0.11764564350792416,0,0,0,0,0,0 +735,US_IA_19193,19193,Woodbury County,IA,Iowa,42.391389,-96.050833,google,102132.0,878.0,116.32346241457859,11.534031164467565,4.7649347562426225,0.1447832217130772,0.14674147182078096,0.13344495358947245,0.1282066345513649,0.11508635882974974,0.12447616809618925,0.11019073356049035,0.05943289076880899,0.037637567070066186,0.2621763991697019,0.5856577762111778,0.15216582461912034,1.0,0.5054928915521091,0.494507108447891,,358.0,1,,1,0.6048329075881205,0.9428249893267359,1.2967249613520035,-0.1941485755653846,-0.7929042636205045,0.20289068221842518,0,0,0,0,0,0 +736,US_IA_19197,19197,Wright County,IA,Iowa,42.733056,-93.735556,google,12765.0,582.0,21.932989690721648,9.454540665816003,3.1325764717427136,0.13051312181746966,0.1320015667841755,0.09847238542890717,0.10278104191147669,0.10262436349392871,0.13051312181746966,0.14343909126517823,0.08405797101449275,0.07559733646690169,0.23611437524481002,0.5325107716412064,0.23137485311398354,1.0,0.4980023501762632,0.5019976498237367,,358.0,1,,1,-0.9637260492433831,-0.19633617251417806,0.4398832656975653,-1.9439743276454302,1.0793701330358496,-0.16364238654291477,0,0,0,0,0,0 +737,US_KS_20005,20005,Atchison County,KS,Kansas,39.5333,-95.3,google,16298.0,1127.0,14.461401952085183,9.698859035219632,2.7383467215889485,0.12314394404221377,0.1610013498588784,0.1393422505828936,0.11068842802797889,0.10762056694072893,0.12498466069456375,0.11338814578475886,0.07184930666339429,0.04798134740458952,0.2519450239293165,0.5715302491103202,0.17652472696036323,1.0,0.5143575898883298,0.48564241011167014,,201.5,1,,1,-0.7794367885350351,-0.47145421766503187,0.9603478275149183,-0.6592869391347345,-0.21712963223338663,0.6366650813954952,0,0,0,0,0,0 +738,US_KS_20009,20009,Barton County,KS,Kansas,38.4667,-98.7667,google,26394.0,2332.0,11.318181818181818,10.180929877257716,2.511076367521385,0.1307494127453209,0.13450026521179057,0.11635220125786164,0.12093657649465787,0.09619610517541866,0.13832689247556262,0.13253012048192772,0.07149352125483065,0.058914904902629385,0.23834962491475337,0.5649768886868227,0.19667348639842389,1.0,0.5058725467909373,0.49412745320906265,,201.5,1,,1,-0.4158109207580636,-0.6300576094877516,0.513371614987891,-0.8750514760918612,0.2591292884616891,0.22146827131068358,0,0,0,0,0,0 +739,US_KS_20011,20011,Bourbon County,KS,Kansas,37.85,-94.85,google,14609.0,1655.0,8.827190332326284,9.589461504744746,2.2851530674970193,0.1406667123006366,0.1446368676843042,0.11951536723937299,0.11047984119378465,0.10130741323841468,0.12499144363063865,0.12711342323225408,0.07645971661304675,0.0548292148675474,0.25637620644807996,0.5487781504551988,0.1948456430967212,1.0,0.5029776165377507,0.4970223834622493,,201.5,1,,1,-0.8619553075630864,-0.7877209431973212,1.1060319061602928,-1.4083829317072218,0.21592431195955095,0.07981126465264567,0,0,0,0,0,0 +740,US_KS_20015,20015,Butler County,KS,Kansas,37.7833,-96.8333,google,66845.0,3746.0,17.844367325146823,11.110146745287372,2.9362140535976518,0.13157304211234946,0.15514997382003143,0.11547610142867828,0.127070087515895,0.12255217293739247,0.13624055651133218,0.11288802453437057,0.05943600867678959,0.039614032463161045,0.25569302116837467,0.5888129254244895,0.1554940534071359,1.0,0.49747924302490837,0.5025207569750916,,201.5,1,,1,0.2850970382501473,-0.33337008383135525,1.0835708096930405,-0.09026762517542865,-0.7142344747791952,-0.1892394775749953,0,0,0,0,0,0 +741,US_KS_20019,20019,Chautauqua County,KS,Kansas,37.15,-96.2333,google,3315.0,1670.0,1.9850299401197604,8.106514516255185,1.0936097769851378,0.106184012066365,0.12156862745098039,0.09411764705882353,0.10346907993966817,0.09411764705882353,0.13846153846153847,0.15052790346907993,0.1191553544494721,0.07239819004524888,0.20343891402714934,0.5297435897435897,0.26681749622926093,1.0,0.4850678733031674,0.5149321266968325,,201.5,1,,1,-1.9805417030334906,-1.6192539786173625,-0.634388543610788,-2.0350817415875375,1.9171326269776343,-0.7965623936876602,0,0,0,0,0,0 +742,US_KS_20021,20021,Cherokee County,KS,Kansas,37.1667,-94.85,google,20129.0,1531.0,13.147615937295885,9.909966518633837,2.649546124897298,0.11923096030602613,0.1359232947488698,0.10224054846241741,0.11401460579263749,0.12052262904267474,0.1495851756172686,0.12926623279845,0.0850017387848378,0.044214814446818025,0.22796959610512196,0.5781807342639973,0.19384966963088082,1.0000000000000002,0.5047443986288439,0.49525560137115604,,201.5,1,,1,-0.62019848752898,-0.5334247984253815,0.17210719470271996,-0.4403246423902577,0.19238235398738668,0.16626483712327672,0,0,0,0,0,0 +743,US_KS_20027,20027,Clay County,KS,Kansas,39.35,-97.1667,google,8006.0,1698.0,4.714958775029446,8.988071438072634,1.7430870837525934,0.12702972770422183,0.12815388458656007,0.09018236322757932,0.11603797152135899,0.11154134399200599,0.12715463402448163,0.1336497626779915,0.0971771171621284,0.06907319510367224,0.22955283537346993,0.5373719710217337,0.2330751936047964,1.0,0.5013739695228578,0.49862603047714216,,201.5,1,,1,-1.3155836248070099,-1.1660083092126297,0.22415938463346005,-1.7839229394088036,1.1195613085500584,0.0013403461855164755,0,0,0,0,0,0 +744,US_KS_20029,20029,Cloud County,KS,Kansas,39.57,-97.66,google,8912.0,1861.0,4.788823213326169,9.095266164130717,1.7559290262519418,0.1294883303411131,0.1359964093357271,0.11815529622980252,0.11074955116696589,0.09896768402154399,0.12814183123877917,0.12802962298025133,0.08146319569120287,0.069008078994614,0.2382854578096948,0.5472284560143627,0.21448608617594256,1.0,0.5019075403949731,0.4980924596050269,,201.5,1,,1,-1.2347266803811827,-1.157046402824331,0.5112619917574742,-1.4594054730973078,0.6801680909196397,0.027449456241127494,0,0,0,0,0,0 +745,US_KS_20031,20031,Coffey County,KS,Kansas,38.19,-95.75,google,8228.0,1695.0,4.8542772861356935,9.015419779605713,1.767172554099691,0.11400097228974235,0.12591152163344677,0.10464268351968886,0.10962566844919786,0.11521633446767136,0.14645114244044724,0.1437773456490034,0.08835683033543996,0.05201750121536218,0.21473018959649978,0.5730068060281964,0.21226300437530385,1.0,0.5060768108896451,0.4939231891103549,,201.5,1,,1,-1.2949547803405337,-1.1491999696191622,-0.26316504489765435,-0.6106723965049602,0.6276208091753813,0.23146348302909892,0,0,0,0,0,0 +746,US_KS_20035,20035,Cowley County,KS,Kansas,37.25,-96.98,google,35297.0,2933.0,12.034435731333106,10.471581584092512,2.5675947577130076,0.13162591721676062,0.13975691985154545,0.12828285690001984,0.11839533104796442,0.11202085163045018,0.12890613933195455,0.1151655948097572,0.07550216732300195,0.050344221888545766,0.243431453097997,0.5731393602855767,0.18342918661642632,1.0,0.498824262685214,0.5011757373147859,,201.5,1,,1,-0.19657243980818073,-0.5906155607369213,0.680446984502695,-0.6063081457821107,-0.053927996227561815,-0.12342391646937466,0,0,0,0,0,0 +747,US_KS_20037,20037,Crawford County,KS,Kansas,37.5167,-94.85,google,38925.0,1541.0,25.25957170668397,10.56941768680252,3.268030559019024,0.1213102119460501,0.14098908156711626,0.20089916506101477,0.11321772639691714,0.10332691072575466,0.11298651252408477,0.10456005138086064,0.06193962748876044,0.04077071290944123,0.23410147719974314,0.6109081567116249,0.15499036608863198,1.0,0.5003211303789339,0.49967886962106617,,201.5,1,,1,-0.12277470170512979,-0.10180788365567234,0.37370517534337333,0.6372014959392392,-0.7261401992688794,-0.050178007825435335,0,0,0,0,0,0 +748,US_KS_20043,20043,Doniphan County,KS,Kansas,39.854444,-94.971667,google,7657.0,1028.0,7.448443579766537,8.943506132037239,2.133982232660095,0.11584171346480344,0.14640198511166252,0.12341648165077707,0.11100953375995821,0.10630795350659528,0.13673762570197207,0.1307300509337861,0.07600888076270079,0.053545775107744546,0.2329633015541335,0.5721170171085281,0.1949196813373384,1.0,0.49562491837534284,0.5043750816246572,,201.5,1,,1,-1.3491992195842326,-0.89321735626086,0.33628535127494025,-0.6399680374944952,0.2176743637518165,-0.279976751449048,0,0,0,0,0,0 +749,US_KS_20045,20045,Douglas County,KS,Kansas,38.8667,-95.2333,google,120281.0,1229.0,97.86899918633036,11.697594264832532,4.593795733336623,0.10259309450370382,0.14065396862347337,0.2604650776099301,0.12928060125871915,0.101304445423633,0.09900981867460364,0.09175181450104339,0.047106359275363524,0.02783482012953002,0.21511626940248252,0.6640666439421022,0.12081708665541524,1.0,0.5017916379145501,0.4982083620854499,,201.5,1,,1,0.7282084970659093,0.8233935323842765,-0.25047189118980945,2.387405306109639,-1.5338985741458566,0.02177802480581163,0,0,0,0,0,0 +750,US_KS_20055,20055,Finney County,KS,Kansas,37.960556,-100.855833,google,36720.0,3374.0,10.88322465915827,10.51110407747908,2.475127713058508,0.17464596949891067,0.1659313725490196,0.14534313725490197,0.13082788671023965,0.11157407407407408,0.11781045751633987,0.0849400871459695,0.04264705882352941,0.02627995642701525,0.3073910675381264,0.5812118736383441,0.11139705882352942,1.0,0.48589324618736385,0.5141067538126362,,201.5,1,,1,-0.1667606368506699,-0.6551448169797603,2.7832485415967256,-0.340526624076866,-1.7565610314511355,-0.7561745978078528,0,0,0,0,0,0 +751,US_KS_20057,20057,Ford County,KS,Kansas,37.7,-99.9,google,34218.0,2847.0,12.018967334035827,10.440536324342396,2.5664073198127824,0.17622304050499737,0.15708106844350928,0.1500379917002747,0.12747676661406276,0.11540709568063592,0.116955988076451,0.08404933076158747,0.040066631597404874,0.032702086621076626,0.3018878952598048,0.58331872114092,0.11479338359927524,1.0,0.48120872055643227,0.5187912794435677,,201.5,1,,1,-0.2199898683945489,-0.5914442287755982,2.6023206336174867,-0.27116023088985075,-1.6762816486435188,-0.9854014946424768,0,0,0,0,0,0 +752,US_KS_20059,20059,Franklin County,KS,Kansas,38.5833,-95.2833,google,25631.0,1494.0,17.15595716198126,10.151596849868087,2.898998725149998,0.12921852444305723,0.14420038234949864,0.11868440560259061,0.11845031407280246,0.11532909367562717,0.1461901603526979,0.11915258866216691,0.0713198860754555,0.037454644766103544,0.24457883032265618,0.5870703445047014,0.1683508251726425,1.0,0.5023604229253639,0.4976395770746362,,201.5,1,,1,-0.43793681307294674,-0.3593412552312103,0.7181693290744564,-0.14764081098713366,-0.4103372416276314,0.04961026082433243,0,0,0,0,0,0 +753,US_KS_20063,20063,Gove County,KS,Kansas,38.92,-100.496667,google,2622.0,2775.0,0.9448648648648649,7.872073979866873,0.665192496438108,0.13615560640732266,0.12051868802440885,0.08848207475209764,0.11289092295957284,0.09115179252479023,0.13348588863463004,0.13577421815408086,0.09229595728451563,0.08924485125858124,0.2325705568268497,0.5180015255530129,0.2494279176201373,0.9999999999999999,0.49122807017543857,0.5087719298245614,,201.5,1,,1,-2.1573801177484047,-1.9182302093228625,0.32337307481264405,-2.421680506080414,1.5060928324343061,-0.49512678970735685,0,0,0,0,0,0 +754,US_KS_20073,20073,Greenwood County,KS,Kansas,37.8667,-96.2667,google,6067.0,2985.0,2.03249581239531,8.710784340468424,1.1093859809267257,0.11142244931597164,0.12263062469095104,0.08521509807153453,0.0990604911818032,0.1046645788692929,0.15131036756222185,0.15773858579198946,0.10631283995384869,0.06164496456238668,0.20952694906873248,0.5436459535190374,0.2468270974122301,1.0,0.5002472391626833,0.4997527608373166,,201.5,1,,1,-1.5247411856821047,-1.608244362050835,-0.4342320905560632,-1.5773567136974789,1.4446168974544082,-0.05379371100199901,0,0,0,0,0,0 +755,US_KS_20079,20079,Harvey County,KS,Kansas,38.123889,-97.645278,google,34373.0,1400.0,24.552142857142858,10.445055743636633,3.240721182296996,0.12975300381113083,0.14543391615512175,0.12032700084368544,0.11756320367730486,0.10618799639251739,0.12696011404299887,0.1177377592878131,0.07438978267826492,0.06164722311116283,0.24610013673522826,0.5589939778314374,0.1949058854333343,1.0,0.507258604136968,0.492741395863032,,201.5,1,,1,-0.21658087199939868,-0.12086606568055024,0.768185351234318,-1.0720343836303141,0.21734826812438135,0.289291920767858,0,0,0,0,0,0 +756,US_KS_20085,20085,Jackson County,KS,Kansas,39.4,-95.8333,google,13332.0,1704.0,7.823943661971831,9.497997444115459,2.1774688972948075,0.13433843384338434,0.1401140114011401,0.1041104110411041,0.10853585358535854,0.11843684368436844,0.13846384638463846,0.13043804380438043,0.08175817581758175,0.043804380438043806,0.24642964296429642,0.5627887788778878,0.1907815781578158,1.0,0.5011251125112511,0.49887488748874886,,201.5,1,,1,-0.9309466165502049,-0.8628696563225207,0.7790185342924383,-0.947093370513444,0.11986146563951541,-0.010836921059961124,0,0,0,0,0,0 +757,US_KS_20087,20087,Jefferson County,KS,Kansas,39.2167,-95.4,google,18932.0,1442.0,13.128987517337032,9.84866171025235,2.6482285393051175,0.11789562645256708,0.1351679695753222,0.09718994295372914,0.11319459116839214,0.11768434396788506,0.16311007817451934,0.1340587365307416,0.07907246989224594,0.04262624128459751,0.22603000211282484,0.5852419184449609,0.18872807944221423,1.0,0.4918128037185717,0.5081871962814283,,201.5,1,,1,-0.6664406830792728,-0.5343442916201446,0.10833912319643454,-0.2078403844343258,0.07132264194927343,-0.4665141475472856,0,0,0,0,0,0 +758,US_KS_20089,20089,Jewell County,KS,Kansas,39.6125,-97.996667,google,2857.0,2368.0,1.2065033783783783,7.957877358489813,0.7914090808291154,0.10920546027301366,0.09800490024501225,0.08820441022051102,0.0840042002100105,0.08365418270913545,0.1400070003500175,0.18025901295064753,0.12355617780889044,0.09310465523276164,0.18760938046902345,0.5056002800140007,0.3067903395169759,1.0,0.48687434371718585,0.5131256562828141,,201.5,1,,1,-2.0926586592215735,-1.8301484246535733,-1.1548164433952317,-2.8299823281231213,2.8619760680760056,-0.7081667609485014,0,0,0,0,0,0 +759,US_KS_20091,20091,Johnson County,KS,Kansas,38.8667,-94.8667,google,591305.0,1244.0,475.3255627009646,13.290088928890874,6.166101575694748,0.13218389832658273,0.13573367382315388,0.12277927634638638,0.14505204589847878,0.13262867724778243,0.131791545818148,0.10863936547128808,0.05699258419935566,0.03419893286882404,0.24077083738510582,0.6137179628110704,0.14551119980382374,1.0,0.5094325263611842,0.49056747363881587,,201.5,1,,1,1.9294266659562493,1.9206463641660354,0.5929738670852431,0.7297122801488776,-0.9502005200926043,0.39566799482037723,0,0,0,0,0,0 +760,US_KS_20099,20099,Labette County,KS,Kansas,37.104722,-95.450833,google,20129.0,1692.0,11.896572104018913,9.909966518633837,2.5569615476849603,0.13244572507327737,0.12802424362859555,0.1153062745292861,0.11247453922201799,0.10994088131551492,0.14397138456952654,0.12693129315912366,0.08043121863977346,0.0504744398628844,0.23486511997615384,0.5707635749416264,0.19437130508221967,0.9999999999999999,0.5039992051269313,0.4960007948730687,,201.5,1,,1,-0.62019848752898,-0.5980360761989173,0.3988114745816707,-0.6845291181566726,0.20471232089252733,0.12980044191176365,0,0,0,0,0,0 +761,US_KS_20103,20103,Leavenworth County,KS,Kansas,39.268611,-95.125556,google,81109.0,1213.0,66.86644682605112,11.30356153706439,4.217541756701211,0.1331664796754984,0.12629917764982923,0.12368541099014906,0.15168476987757215,0.13056504210383557,0.13529941190250158,0.10896447989742199,0.05920428065935963,0.031130947243832374,0.2342058217953618,0.6209767103527353,0.144817467851903,1.0,0.4658915779999753,0.5341084220000246,,201.5,1,,1,0.4309897481337794,0.5608201002884113,0.3771357147558127,0.968701165393211,-0.9665983549910321,-1.734911975150181,0,0,0,0,0,0 +762,US_KS_20107,20107,Linn County,KS,Kansas,38.2167,-94.85,google,9697.0,1570.0,6.176433121019108,9.179674957665297,1.9708024798218122,0.11580901309683407,0.13488707847787976,0.09044034237393009,0.10683716613385583,0.11436526760853873,0.1467464164174487,0.14416829947406415,0.09569970093843456,0.051046715479014126,0.22371867587913788,0.5574507579663814,0.21883056615448077,1.0,0.4954109518407755,0.5045890481592245,,201.5,1,,1,-1.171057156899416,-1.007094339394572,0.03234960315799277,-1.1228437544094574,0.7828591450225282,-0.29044673039877933,0,0,0,0,0,0 +763,US_KS_20111,20111,Lyon County,KS,Kansas,38.45,-96.15,google,33257.0,2215.0,15.014446952595938,10.412050618647859,2.773491249376857,0.12292149021258682,0.14276693628409057,0.20155155305649938,0.11191628830020747,0.095889587154584,0.11495324292630123,0.10942057311242746,0.058363652764831464,0.0422166761884716,0.23713503923985926,0.6075743452506239,0.15529061550951678,1.0,0.5128243678022671,0.4871756321977328,,201.5,1,,1,-0.24147662625076718,-0.44692817979247673,0.4734396568179089,0.5274382234041177,-0.7190431635645472,0.5616402509994748,0,0,0,0,0,0 +764,US_KS_20113,20113,McPherson County,KS,Kansas,38.4,-97.6667,google,28687.0,2334.0,12.290916880891174,10.264234195844914,2.587080860630699,0.12298253564332276,0.1350437480391815,0.11939205912085614,0.11970579007912992,0.10471642207271586,0.13514832502527277,0.12591069125387808,0.07498169902743403,0.06211872973820894,0.231017534074668,0.56892669153275,0.20005577439258201,1.0,0.507790985463799,0.4922090145362011,,201.5,1,,1,-0.3529745023433486,-0.5770169458677173,0.27231431390427274,-0.7450071435586283,0.33907688198622166,0.31534282305695405,0,0,0,0,0,0 +765,US_KS_20115,20115,Marion County,KS,Kansas,38.4,-97.15,google,11945.0,2470.0,4.836032388663968,9.388151773292252,1.7640511804504797,0.11142737547090834,0.134282126412725,0.11318543323566346,0.09945583926329007,0.09694432817078276,0.1453327752197572,0.13336123901213898,0.09250732524068649,0.07350355797404771,0.2188530766010883,0.548455420678108,0.2326915027208037,1.0,0.5057346169945584,0.4942653830054416,,201.5,1,,1,-1.0138031676864725,-1.151378258335885,-0.1276168042013814,-1.419008570527055,1.1104919558262516,0.21471898190639244,0,0,0,0,0,0 +766,US_KS_20121,20121,Miami County,KS,Kansas,38.5833,-94.85,google,33429.0,1528.0,21.87761780104712,10.417208979414145,3.1301590440039355,0.12674623829609022,0.14418618564719254,0.09970384995064166,0.11732328218014298,0.12551975829369708,0.15378862664153878,0.12091297974812289,0.07056747135720483,0.04125160788536899,0.24209518681384426,0.5856292440695204,0.17227556911663525,0.9999999999999999,0.5027969726883843,0.49720302731161564,,201.5,1,,1,-0.2375856765264127,-0.1980232039813027,0.6365145304439096,-0.1950879751917219,-0.31756754429134537,0.07097185757391929,0,0,0,0,0,0 +767,US_KS_20123,20123,Mitchell County,KS,Kansas,39.4,-98.2,google,6137.0,1861.0,3.297689414293391,8.722254235179681,1.458077532764513,0.12872739123350171,0.1358970180870132,0.10281896692194883,0.1041225354407691,0.09613817826299495,0.1290532833632068,0.1363858562815708,0.0910868502525664,0.07576992015642822,0.23744500570311228,0.5275052957471077,0.23504969854978003,1.0,0.49470425289229264,0.5052957471077073,,201.5,1,,1,-1.5160894481074805,-1.3649057046694155,0.48363043059415634,-2.1087759132056934,1.1662329459228609,-0.32502747981071106,0,0,0,0,0,0 +768,US_KS_20125,20125,Montgomery County,KS,Kansas,37.2,-95.7333,google,32390.0,1687.0,19.19976289270895,10.38563588541525,3.005670866353563,0.13013275702377278,0.14112380364309973,0.11225686940413708,0.11469589379438098,0.10493979623340537,0.1343624575486261,0.12719975301018832,0.0828959555418339,0.052392713800555726,0.24303179993825255,0.5580796542142636,0.19888854584748378,1.0,0.5036739734485952,0.49632602655140473,,201.5,1,,1,-0.2614012503022797,-0.2848987989007736,0.667307579364554,-1.1021378113589517,0.31148694480910305,0.11388594933538872,0,0,0,0,0,0 +769,US_KS_20127,20127,Morris County,KS,Kansas,38.7,-96.6333,google,5467.0,1820.0,3.003846153846154,8.60666819784384,1.3872554375994413,0.10700567038595207,0.11194439363453448,0.09438448875068593,0.10938357417230657,0.09310407901957198,0.1538320834095482,0.1547466617889153,0.0982257179440278,0.07737333089445765,0.19656118529357963,0.5504664349734772,0.2529723797329431,1.0,0.49972562648618984,0.5002743735138101,,201.5,1,,1,-1.603275955699297,-1.414329768600924,-0.8605077723900456,-1.352797414690318,1.5898737572837403,-0.0793176732133926,0,0,0,0,0,0 +770,US_KS_20133,20133,Neosho County,KS,Kansas,37.6825,-95.2975,google,16094.0,1497.0,10.750835003340013,9.686263943732909,2.463924302179277,0.1375667950789114,0.1399900584068597,0.11283708214241332,0.10948179445756183,0.10817696035789735,0.1332794830371567,0.12501553373928173,0.07947061016527898,0.054181682614638994,0.24955884180439916,0.554281098546042,0.19616005964955885,1.0,0.5014912389710451,0.4985087610289549,,201.5,1,,1,-0.7889372616443965,-0.6629632540685735,0.8818972688036395,-1.2272024426160695,0.2469933517544126,0.0070786671638401995,0,0,0,0,0,0 +771,US_KS_20139,20139,Osage County,KS,Kansas,38.65,-95.7333,google,15842.0,1863.0,8.50348899624262,9.670483041375043,2.2516589939444156,0.11968185835121828,0.13476833733114504,0.1007448554475445,0.10648907966165888,0.11330640070698145,0.15313723014770864,0.13861886125489206,0.08420653957833607,0.049046837520515085,0.22749652821613434,0.5699406640575685,0.20256280772629717,1.0,0.49798005302360815,0.5020199469763919,,201.5,1,,1,-0.8008407907811564,-0.8110951914277936,0.15655413200398308,-0.71162284936961,0.39833596408168404,-0.1647334483737262,0,0,0,0,0,0 +772,US_KS_20141,20141,Osborne County,KS,Kansas,39.5325,-98.665,google,3539.0,2316.0,1.5280656303972366,8.17188200612782,0.9274544373389318,0.12093811811246115,0.11048318734105679,0.10596213619666572,0.10822266176886126,0.08674766883300368,0.14523876801356314,0.14297824244136761,0.09155128567391918,0.08787793161910144,0.20932466798530658,0.539756993500989,0.25091833851370443,1.0,0.49307714043515116,0.5069228595648488,,201.5,1,,1,-1.9312350282533934,-1.7352075113403769,-0.44088248988886125,-1.7053978411975537,1.5413221103624957,-0.4046466277749692,0,0,0,0,0,0 +773,US_KS_20143,20143,Ottawa County,KS,Kansas,39.1333,-97.6667,google,5817.0,1870.0,3.1106951871657755,8.668711839055147,1.4135921595004997,0.11242908715832904,0.13907512463469143,0.09437854564208355,0.11191335740072202,0.11655492521918515,0.15248409833247378,0.14130995358432183,0.07856283307546845,0.05329207495272477,0.2236891868660822,0.5738009283135638,0.20250988482035415,1.0,0.4835826027161767,0.5164173972838233,,201.5,1,,1,-1.5564764588035225,-1.3959503656201118,0.03138009227032608,-0.5845265085761874,0.397085018278199,-0.8692408235734024,0,0,0,0,0,0 +774,US_KS_20149,20149,Pottawatomie County,KS,Kansas,39.3333,-96.3,google,23916.0,2233.0,10.7102552619794,10.082344782138865,2.4604649760039266,0.16114734905502592,0.15153035624686403,0.12171767854156214,0.13723030607124936,0.11172436862351563,0.12050510118748954,0.10436527847466132,0.056322127446061215,0.03545743435357083,0.2823716340525172,0.5736661649105201,0.1439622010369627,1.0,0.5035959190500083,0.4964040809499916,,201.5,1,,1,-0.4901736235735049,-0.665377387082458,1.9606841132198631,-0.5889634937833825,-0.9868144110436121,0.11006653004259573,0,0,0,0,0,0 +775,US_KS_20151,20151,Pratt County,KS,Kansas,37.656667,-98.74,google,9500.0,1906.0,4.984260230849948,9.15915233520675,1.7891327275023368,0.13705263157894737,0.1425263157894737,0.11652631578947369,0.11463157894736842,0.09726315789473684,0.12463157894736843,0.12989473684210526,0.07526315789473684,0.06221052631578947,0.2510736842105263,0.5465052631578947,0.20242105263157895,0.9999999999999999,0.5054736842105263,0.4945263157894737,,201.5,1,,1,-1.1865373638519836,-1.1338747944507401,0.9317007736908984,-1.4832160621268713,0.3949852799553948,0.20195081345596344,0,0,0,0,0,0 +776,US_KS_20155,20155,Reno County,KS,Kansas,37.784444,-98.000278,google,62714.0,3293.0,19.04464014576374,11.046355932458775,2.9979617936142304,0.11893676053193865,0.1346110916222853,0.12198233249354211,0.12126478936122716,0.11051758777944319,0.1309595943489492,0.12757916892559876,0.0767133335459387,0.05743534139107695,0.2266256338297669,0.5754361067704181,0.19793825939981502,1.0,0.4980068246324585,0.5019931753675415,,201.5,1,,1,0.23697965041368438,-0.29027866944870573,0.12792171938316965,-0.5306894692886167,0.28902489699374423,-0.1634234389291171,0,0,0,0,0,0 +777,US_KS_20161,20161,Riley County,KS,Kansas,39.113056,-96.628056,google,73977.0,1611.0,45.919925512104285,11.211523030687408,3.848442436232955,0.10312664747151142,0.13825918866674777,0.3520283331305676,0.1314462603241548,0.0738878300012166,0.07203590305094827,0.0695891966421996,0.03521364748502913,0.024412993227624802,0.21373399840490964,0.6918447625613366,0.09442123903375374,1.0,0.47103829568649713,0.5289617043135029,,201.5,1,,1,0.3615651349198104,0.3032396323655106,-0.29591684315622535,3.301979282527757,-2.157820753462629,-1.4830687327148404,0,0,0,0,0,0 +778,US_KS_20169,20169,Saline County,KS,Kansas,38.7833,-97.6667,google,54508.0,1868.0,29.179871520342612,10.9061211046323,3.4071751962180703,0.12895354810303075,0.1318705511117634,0.12721068467014016,0.12238570485066412,0.11431349526674983,0.13636530417553386,0.1193219343949512,0.07063183385925002,0.04894694356791664,0.23444998899244152,0.5863102663829163,0.17923974462464226,1.0,0.5044213693402804,0.4955786306597197,,201.5,1,,1,0.13120056876383884,-0.004704099467657009,0.38516320470716464,-0.1726658200512142,-0.15295439670920608,0.15045811361744532,0,0,0,0,0,0 +779,US_KS_20173,20173,Sedgwick County,KS,Kansas,37.7167,-97.45,google,513176.0,2614.0,196.31828615149198,13.148376093883773,5.2848180906978355,0.145108111057415,0.13805789826492276,0.14286716448158138,0.1340514755171715,0.11376214008449342,0.1256469515331972,0.1085378115890065,0.05642508613029448,0.03554336134191778,0.2555544296693532,0.5982082170639312,0.14623735326671553,0.9999999999999999,0.5057056448469921,0.49429435515300796,,201.5,1,,1,1.8225327240062792,1.3056319226594908,1.0790143341343095,0.21906539165251088,-0.9330363336046483,0.2133012939686009,0,0,0,0,0,0 +780,US_KS_20177,20177,Shawnee County,KS,Kansas,38.903333,-95.831389,google,178056.0,1441.0,123.56419153365718,12.08985900273233,4.824821177679361,0.12983555735274296,0.13295817046322506,0.12234914858246844,0.12537066990160398,0.11215572628835872,0.13323336478411285,0.1262299501280496,0.07202228512378128,0.045845127375657095,0.236202093723323,0.5828155187132138,0.1809823875634632,1.0,0.5154221143909781,0.4845778856090219,,201.5,1,,1,1.024093651857852,0.9846174598095684,0.4427671879165719,-0.2877277980299748,-0.11176331257565941,0.688755232580762,0,0,0,0,0,0 +781,US_KS_20185,20185,Stafford County,KS,Kansas,38.0667,-98.7167,google,4186.0,2058.0,2.0340136054421767,8.339739766019143,1.1098863652413278,0.12876254180602006,0.14046822742474915,0.09388437649307214,0.10726230291447683,0.09388437649307214,0.1478738652651696,0.13282369804108934,0.08337314859053989,0.0716674629718108,0.24113712374581941,0.5374104156712852,0.22145246058289536,1.0,0.489010989010989,0.510989010989011,,201.5,1,,1,-1.8046199785948647,-1.6078951627466127,0.605016271286598,-1.7826571778036253,0.8448332141701499,-0.6036147510073371,0,0,0,0,0,0 +782,US_KS_20189,20189,Stevens County,KS,Kansas,37.2,-101.3,google,5551.0,1885.0,2.9448275862068964,8.62191350218664,1.3724052489592236,0.15600792649972978,0.1606917672491443,0.11547468924518105,0.1190776436678076,0.11475409836065574,0.1307872455413439,0.09800036029544226,0.05962889569446946,0.04557737344622591,0.2845613402990452,0.5612322104125383,0.1542064492884165,1.0,0.5062150963790308,0.4937849036209692,,201.5,1,,1,-1.5917764279582336,-1.424693154081661,2.032675130443516,-0.9983422340680824,-0.7446697454840231,0.2382301774836778,0,0,0,0,0,0 +783,US_KS_20191,20191,Sumner County,KS,Kansas,37.2333,-97.4833,google,23117.0,3069.0,7.532420984033887,10.048366813854212,2.1438731411679623,0.13159146948133407,0.13695548730371587,0.10996236535882684,0.11489380109875849,0.11009213998356188,0.1400268200891119,0.13271618289570447,0.07293333910109444,0.05082839468789203,0.2411558593243068,0.5687243154388546,0.19011982523683868,1.0,0.4997188216464074,0.5002811783535926,,201.5,1,,1,-0.5158031931831706,-0.8863148649790906,0.6056322412851853,-0.7516702265219835,0.1042195233710484,-0.07965065299185412,0,0,0,0,0,0 +784,US_KS_20207,20207,Woodson County,KS,Kansas,37.842778,-95.724444,google,3130.0,1309.0,2.3911382734912148,8.049107721326406,1.2211656389241354,0.10766773162939297,0.12140575079872204,0.09552715654952076,0.11661341853035144,0.08849840255591054,0.1501597444089457,0.1597444089456869,0.09361022364217253,0.06677316293929712,0.2047923322683706,0.5549520766773163,0.2402555910543131,1.0,0.4894568690095847,0.5105431309904154,,201.5,1,,1,-2.0238436283978603,-1.5302375627570637,-0.589892184307316,-1.2051109847307908,1.289285323072198,-0.5817965998238221,0,0,0,0,0,0 +785,US_KS_20209,20209,Wyandotte County,KS,Kansas,39.063611,-94.818611,google,165087.0,403.0,409.64516129032256,12.014233944044376,6.017729487066306,0.16124225408421014,0.14116193279906958,0.14133154033933623,0.1419554537910314,0.11836183345751028,0.12091806138581475,0.09803921568627451,0.048816684536032516,0.02817302392072059,0.2741718003234658,0.5998188833766438,0.12600931629989037,1.0,0.5038313131863805,0.4961686868136195,,201.5,1,,1,0.9670496965030094,1.8171030903200485,1.6910980113602005,0.2720953867537714,-1.4111691478464121,0.12158502127623923,0,0,0,0,0,0 +786,US_KY_21003,21003,Allen County,KY,Kentucky,36.75,-86.19,google,20903.0,912.0,22.919956140350877,9.947695807200448,3.1747130954833787,0.12682390087547243,0.1280199014495527,0.12175285844137206,0.11256757403243553,0.12921590202363298,0.14418982921111803,0.12031765775247572,0.08084963880782663,0.03626273740611396,0.2292398220351146,0.593488972874707,0.17727120509017844,1.0,0.5049036023537291,0.4950963976462709,,368.0,1,,1,-0.5917392983408525,-0.16693061509932725,0.21386843868191832,0.06368777292356359,-0.19948502887598565,0.17405511914862903,0,0,0,0,0,0 +787,US_KY_21005,21005,Anderson County,KY,Kentucky,38.0,-84.99,google,22545.0,529.0,42.61814744801512,10.023312945604477,3.775473289628936,0.12907518296739853,0.13320026613439787,0.11714349079618541,0.11740962519405633,0.14273674872477268,0.14695054335772897,0.11523619427811045,0.06506986027944112,0.03317808826790863,0.2356353958749168,0.6084985584386782,0.15586604568640497,0.9999999999999999,0.5094255932579286,0.4905744067420714,,368.0,1,,1,-0.5347013172534085,0.252317222369325,0.4241358511197275,0.5578672579274117,-0.7054416435393261,0.3953287387526498,0,0,0,0,0,0 +788,US_KY_21009,21009,Barren County,KY,Kentucky,36.96,-85.93,google,43746.0,1272.0,34.39150943396226,10.68617831800606,3.566471944873716,0.1285603255154757,0.128606043981164,0.11902802541946693,0.11884515155671375,0.12462853746628264,0.14159008823663877,0.12108535637544005,0.07518401682439538,0.042472454624422805,0.23144516070040688,0.590355689663055,0.17819914963653818,1.0,0.5157957298953048,0.4842042701046953,,368.0,1,,1,-0.03470219836915719,0.10646308178118213,0.2863734032582327,-0.0394732555609402,-0.17755107956894517,0.7070372806286191,0,0,0,0,0,0 +789,US_KY_21011,21011,Bath County,KY,Kentucky,38.14,-83.74,google,12381.0,735.0,16.844897959183672,9.423999084079178,2.8817176387517023,0.13851869800500768,0.13779177772393184,0.1158226314514175,0.10847265972053953,0.13019949923269525,0.13787254664405138,0.12163799370002423,0.06986511590340037,0.03981907761893223,0.24875212018415316,0.5807446894435021,0.1705031903723447,1.0,0.5031096034246022,0.4968903965753978,,368.0,1,,1,-0.9867635536802457,-0.37140107239652503,0.8553746655321229,-0.35590831758365826,-0.35946149763440793,0.0862697509284065,0,0,0,0,0,0 +790,US_KY_21015,21015,Boone County,KY,Kentucky,38.97,-84.73,google,130952.0,666.0,196.62462462462463,11.782593759180886,5.286369396095193,0.13945567841651904,0.14767242959252244,0.11747815993646527,0.13237674873235994,0.13920367768342598,0.1369051255421834,0.10427484879956014,0.05698271122243265,0.025650620074531127,0.257593622090537,0.6076356222127192,0.13477075569674385,1.0,0.5053989247968721,0.49460107520312785,,368.0,1,,1,0.7923235859651925,1.306714520074289,1.146056905231943,0.5294557219847256,-1.204073833432237,0.19829262696041408,0,0,0,0,0,0 +791,US_KY_21017,21017,Bourbon County,KY,Kentucky,38.2,-84.21,google,20092.0,755.0,26.611920529801324,9.908126774684552,3.318247582733412,0.12178976707147124,0.12557236711128808,0.1169619749153892,0.10959585904837746,0.13025084610790363,0.14388811467250648,0.1244774039418674,0.08092773243081823,0.04653593470037826,0.22224766076050168,0.5880499701373681,0.1897023691021302,1.0,0.5124925343420267,0.4875074656579733,,368.0,1,,1,-0.6215862057473601,-0.06676332044803031,-0.016012991098615318,-0.11538736277668665,0.09435205690171157,0.5454027148326186,0,0,0,0,0,0 +792,US_KY_21019,21019,Boyd County,KY,Kentucky,38.36,-82.69,google,47808.0,419.0,114.10023866348449,10.77496918527507,4.745803389257264,0.11740712851405623,0.11514809236947791,0.11351656626506024,0.12345214190093708,0.12671519410977242,0.14164993306559573,0.13278112449799198,0.08193189424364124,0.0473979250334672,0.20952560240963855,0.594754016064257,0.1957203815261044,1.0,0.5022172021419009,0.49778279785809904,,368.0,1,,1,0.03227272179996795,0.9294739312596507,-0.43427636469474246,0.10533838274586756,0.2366006211660423,0.04260206867384794,0,0,0,0,0,0 +793,US_KY_21021,21021,Boyle County,KY,Kentucky,37.62,-84.87,google,29972.0,474.0,63.232067510548525,10.308052255401128,4.162502579924123,0.10733351127719204,0.1300547177365541,0.14603630054717737,0.11147070599225944,0.12354864540237555,0.13068864273321767,0.12201387962097958,0.07800613906312559,0.05084745762711865,0.21137728546643533,0.5987621780328306,0.189860536500734,0.9999999999999999,0.5040037368210329,0.49599626317896706,,368.0,1,,1,-0.319922555324382,0.522410338681839,-0.37339854281978885,0.23730414615750164,0.09809068084924358,0.13002219033586523,0,0,0,0,0,0 +794,US_KY_21023,21023,Bracken County,KY,Kentucky,38.69,-84.08,google,8285.0,541.0,15.314232902033272,9.022322622637347,2.792037910983011,0.12939046469523235,0.13023536511768255,0.1132166566083283,0.11671695835847917,0.12673506336753168,0.15087507543753773,0.12987326493663248,0.06819553409776705,0.03476161738080869,0.2335787567893784,0.5985274592637296,0.16789378394689197,1.0,0.49897404948702473,0.5010259505129753,,368.0,1,,1,-1.2897479682527206,-0.43398516551420546,0.35651968567991194,0.2295762045737257,-0.42114038618639377,-0.11609443073892198,0,0,0,0,0,0 +795,US_KY_21025,21025,Breathitt County,KY,Kentucky,37.52,-83.32,google,12929.0,1283.0,10.077162899454404,9.467305471765902,2.4048855925252814,0.11346585196070849,0.11052672287106505,0.12645989635702684,0.11779720009281461,0.1337303735787764,0.15708871529120583,0.13589604764482946,0.07363291824580401,0.03140227395776936,0.2018872302575605,0.6251295537164514,0.1729832160259881,1.0,0.5004254002629747,0.4995745997370253,,368.0,1,,1,-0.9540975605737237,-0.7041641385322673,-0.6854032827609625,1.1054304565542599,-0.30084079968368665,-0.045075791755967515,0,0,0,0,0,0 +796,US_KY_21027,21027,Breckinridge County,KY,Kentucky,37.77,-86.43,google,20131.0,1517.0,13.27027027027027,9.91006586789625,2.658178371062037,0.12031195668372162,0.13327703541801203,0.10511151954696736,0.10809199741691917,0.11817594754358948,0.1517559982117133,0.13928766578908153,0.08469524613779743,0.0392926332521981,0.2269335850181312,0.5794347026973324,0.1936317122845363,1.0,0.497094034076797,0.502905965923203,,368.0,1,,1,-0.6201235484150412,-0.5274006800295026,0.13804623692552634,-0.39903866071171434,0.18723046705128465,-0.20808882514296764,0,0,0,0,0,0 +797,US_KY_21029,21029,Bullitt County,KY,Kentucky,37.97,-85.7,google,80269.0,778.0,103.17352185089975,11.293151231125622,4.646057988111616,0.11374254070687313,0.13016232916817203,0.12405785546101235,0.12892897631713363,0.1375001557263701,0.1499084328943926,0.1180655047403107,0.06929200563106554,0.028342199354669924,0.21787240404141078,0.6254606386026984,0.1566669573558908,1.0,0.5034571254157894,0.4965428745842106,,368.0,1,,1,0.4231372580001629,0.859865385062224,-0.15985839607995017,1.1163311811532681,-0.6865103873270512,0.10327497064491771,0,0,0,0,0,0 +798,US_KY_21031,21031,Butler County,KY,Kentucky,37.21,-86.68,google,12778.0,1118.0,11.429338103756708,9.455558477608703,2.5200596542058964,0.12333698544373141,0.12427609954609485,0.10870245734856786,0.125136954139928,0.12662388480200346,0.13992800125215213,0.13014556268586633,0.08209422444827047,0.039755830333385506,0.2227578650806073,0.5903192987948036,0.18692283612458913,1.0,0.4977304742526217,0.5022695257473783,,368.0,1,,1,-0.9629583141636398,-0.6237885131785347,0.0007610068084307591,-0.040671397938333104,0.028651864292359608,-0.17694603331749792,0,0,0,0,0,0 +799,US_KY_21033,21033,Caldwell County,KY,Kentucky,37.15,-87.87,google,12666.0,902.0,14.042128603104214,9.446755465483632,2.7108548379690607,0.12079583135954523,0.12213800726354018,0.11258487288804674,0.1049265750828991,0.12932259592610137,0.1323227538291489,0.13611242696984052,0.0893731249013106,0.05242381177956735,0.21850623717037743,0.5716406126638244,0.2098531501657982,1.0,0.5158692562766461,0.48413074372335385,,368.0,1,,1,-0.9695984231349625,-0.4906397643572038,-0.13901985128577454,-0.6556533008972616,0.570658763031556,0.710635131416131,0,0,0,0,0,0 +800,US_KY_21035,21035,Calloway County,KY,Kentucky,36.62,-88.27,google,38832.0,1064.0,36.49624060150376,10.567025679591955,3.624240677324369,0.10153996703749485,0.1313607334157396,0.2130716934487021,0.10705088586732592,0.10298207663782448,0.11753193242686444,0.11117119901112485,0.07475793160280181,0.04053358055212196,0.20662855377008654,0.6224943345694273,0.1708771116604862,1.0,0.5127214668314792,0.4872785331685208,,368.0,1,,1,-0.12457899190860522,0.14677769714561703,-0.5295226922961941,1.0186678184122298,-0.3506230701539161,0.5566050196711978,0,0,0,0,0,0 +801,US_KY_21037,21037,Campbell County,KY,Kentucky,38.95,-84.38,google,92878.0,413.0,224.88619854721549,11.43905284973328,5.420031326199037,0.11632464092680721,0.12472275458127867,0.14861431124701222,0.13353000710609617,0.11713215185512177,0.1406253364628868,0.11995305669803398,0.06216757466784384,0.03693016645491936,0.21610284459183016,0.6248228859363897,0.1590742694717802,1.0,0.5101746376967635,0.4898253623032365,,368.0,1,,1,0.5331907979570206,1.3999921301656555,-0.21803623843438993,1.0953336470872517,-0.6296084289899078,0.43198157104192936,0,0,0,0,0,0 +802,US_KY_21041,21041,Carroll County,KY,Kentucky,38.67,-85.13,google,10714.0,356.0,30.09550561797753,9.279399907907678,3.437063294850652,0.1522307261526974,0.1291767780474146,0.11965652417397797,0.12478999439985067,0.11788314355049467,0.1407504200112003,0.11480306141497107,0.0630950158670898,0.03761433638230353,0.25557214859062904,0.586316968452492,0.15811088295687886,1.0,0.4953332088855703,0.5046667911144297,,368.0,1,,1,-1.0958346617624122,0.01615367513170951,1.0795968794728799,-0.17244515937558844,-0.6523801248459012,-0.2942509098987843,0,0,0,0,0,0 +803,US_KY_21047,21047,Christian County,KY,Kentucky,36.9,-87.49,google,71024.0,1875.0,37.879466666666666,11.17078720672239,3.660466262077029,0.165831268303672,0.13156116242396937,0.23334365848164002,0.12293027708943456,0.08937823834196891,0.09053277765262446,0.08215532777652625,0.052982090560937146,0.0312851993692273,0.2710801982428475,0.603574847938725,0.12534495381842758,1.0,0.46491326875422395,0.5350867312457761,,368.0,1,,1,0.3308381171307535,0.1720581638219933,1.589455346282464,0.39575773739437703,-1.426872772644973,-1.7827833734978538,0,0,0,0,0,0 +804,US_KY_21049,21049,Clark County,KY,Kentucky,37.97,-84.15,google,35899.0,661.0,54.31013615733737,10.48849257447637,4.0129561857164004,0.12345747792417616,0.1224825204044681,0.11677205493189226,0.11518426697122483,0.13727401877489623,0.14468369592467756,0.12398674057773197,0.0766595169781888,0.039499707512744085,0.22144349424775064,0.6004039109724505,0.1781525947797989,1.0,0.5103206217443382,0.4896793782556617,,368.0,1,,1,-0.1838164856681199,0.41804756134770776,-0.04245159004856114,0.2913569869343098,-0.17865150294200344,0.4391249774077633,0,0,0,0,0,0 +805,US_KY_21053,21053,Clinton County,KY,Kentucky,36.72,-85.13,google,10212.0,532.0,19.195488721804512,9.2314166975781,3.0054592488614293,0.12142577359968665,0.12436349392871132,0.1128084606345476,0.11075205640423032,0.12397179788484136,0.14659224441833138,0.13121817469643557,0.08832745789267528,0.04054054054054054,0.2209165687426557,0.5846063454759107,0.1944770857814336,1.0,0.5073443008225617,0.4926556991774383,,368.0,1,,1,-1.1320283805549696,-0.2850464787517559,-0.059775330697801624,-0.22876615358290905,0.20721267342256125,0.2934852984661119,0,0,0,0,0,0 +806,US_KY_21055,21055,Crittenden County,KY,Kentucky,37.36,-88.09,google,8999.0,961.0,9.36420395421436,9.104979856318357,2.3383579416083515,0.11923547060784531,0.1290143349261029,0.1080120013334815,0.11312368040893432,0.1184576064007112,0.14046005111679075,0.13434826091787977,0.09523280364484943,0.04211579064340482,0.22244693854872766,0.5730303367040782,0.20452272474719413,1.0,0.4987220802311368,0.5012779197688632,,368.0,1,,1,-1.2273996457567364,-0.7505912721050261,-0.009461331163765312,-0.6098976664340002,0.4446627847424669,-0.12842398877219416,0,0,0,0,0,0 +807,US_KY_21057,21057,Cumberland County,KY,Kentucky,36.78,-85.39,google,6710.0,805.0,8.335403726708075,8.811503250158239,2.2338140247685114,0.12384500745156483,0.10983606557377049,0.10789865871833085,0.09865871833084948,0.11058122205663189,0.15678092399403876,0.14381520119225039,0.09672131147540984,0.051862891207153504,0.2117138599105812,0.5677943368107302,0.22049180327868853,1.0,0.5119225037257824,0.4880774962742176,,368.0,1,,1,-1.44876894728106,-0.8235485210751303,-0.3623329779094424,-0.7822890838883224,0.8221260290322334,0.5175095278683669,0,0,0,0,0,0 +808,US_KY_21059,21059,Daviess County,KY,Kentucky,37.73,-87.09,google,100461.0,1234.0,81.41085899513776,11.517534825527127,4.4117172121542625,0.13533610057634307,0.13178248275450175,0.12536208080747752,0.12305272692885796,0.1192900727645554,0.13449995520649805,0.11809557937906252,0.06946974447795662,0.043111257104747114,0.24076208677994446,0.5876091219478206,0.171628791272235,1.0,0.5121290849185256,0.4878709150814744,,368.0,1,,1,0.592389724887006,0.6963278129855985,0.5926861732596954,-0.12990196281990524,-0.3328555186726209,0.527618121456636,0,0,0,0,0,0 +809,US_KY_21061,21061,Edmonson County,KY,Kentucky,37.21,-86.25,google,12226.0,798.0,15.320802005012531,9.41140190014419,2.792440490792513,0.09774251594961557,0.1171274333387862,0.12138066415835105,0.11786356944217243,0.12604285947979715,0.14657287747423522,0.13741207263209554,0.09332569932929821,0.04253230819564862,0.19144446262064455,0.6039914935383608,0.2045640438409946,0.9999999999999999,0.4982823490920988,0.5017176509079012,,368.0,1,,1,-0.9962656051226022,-0.43370422027817446,-1.0287303687588498,0.4094754850949791,0.4456394496869271,-0.14994125911813327,0,0,0,0,0,0 +810,US_KY_21067,21067,Fayette County,KY,Kentucky,38.04,-84.46,google,321964.0,739.0,435.67523680649526,12.682198122966572,6.079189753608912,0.11883316147146886,0.1261724913344349,0.18856766595023047,0.14238237815407934,0.12115640257917035,0.11863127554633437,0.10062926289895764,0.05395634294517399,0.029671019120150077,0.21977115453901677,0.6462868519461803,0.1339419935148029,1.0,0.5095569691021357,0.49044303089786434,,368.0,1,,1,1.470894843364904,1.859993887828499,-0.09743313698717725,1.8020188266114276,-1.223663395930983,0.40175732500859257,0,0,0,0,0,0 +811,US_KY_21071,21071,Floyd County,KY,Kentucky,37.56,-82.75,google,36296.0,1024.0,35.4453125,10.499490372209587,3.595812849361827,0.12183160678862684,0.1195999559180075,0.11623870398942032,0.11893872603041658,0.1303724928366762,0.14257769451179192,0.1382245977518184,0.07747410182940269,0.03474212034383954,0.21751157152303285,0.6011599074278158,0.18132852104915143,1.0,0.5113235618249945,0.4886764381750055,,368.0,1,,1,-0.17552085067914244,0.12693899026494962,-0.17172149419486332,0.3162476101553753,-0.10358170909694064,0.4882016311636709,0,0,0,0,0,0 +812,US_KY_21073,21073,Franklin County,KY,Kentucky,38.24,-84.88,google,50492.0,549.0,91.97085610200364,10.829589991794276,4.5322860687937,0.11548364097282737,0.12471282579418522,0.12976313079299692,0.12100926879505665,0.12691119385249147,0.14105204784916422,0.12879268002851937,0.0738532836885051,0.03842192822625366,0.21525390160817556,0.608074546462806,0.17667155192901846,1.0,0.5181216826427949,0.4818783173572051,,368.0,1,,1,0.07347317708005505,0.7804682618780975,-0.24594695433753164,0.5439069777465289,-0.21365911081901423,0.8208526319569681,0,0,0,0,0,0 +813,US_KY_21081,21081,Grant County,KY,Kentucky,38.64,-84.61,google,24973.0,675.0,36.99703703703704,10.125590562675091,3.6375081839768044,0.14479638009049775,0.14487646658391062,0.12581588115164377,0.12373363232290874,0.1321827573779682,0.1366676010090898,0.10399231169663237,0.06210707564169303,0.02582789412565571,0.26069755335762623,0.5993713210267089,0.13993112561566493,1.0,0.5006206703239499,0.49937932967605014,,368.0,1,,1,-0.4575533464194357,0.1560365886747832,1.2481049172264145,0.2573597279539133,-1.0820974797253091,-0.03552068337391554,0,0,0,0,0,0 +814,US_KY_21083,21083,Graves County,KY,Kentucky,36.72,-88.65,google,37190.0,1441.0,25.80846634281749,10.523822075506256,3.2887177459423715,0.13366496369991934,0.12799139553643452,0.11809626243613874,0.11648292551761226,0.11976337725194945,0.13772519494487764,0.12261360580801291,0.08058617908039796,0.04307609572465717,0.23605808012906696,0.5789728421618715,0.18496907770906157,1.0,0.510190911535359,0.48980908846464105,,368.0,1,,1,-0.1571674553807724,-0.08737107764648146,0.4380324500214934,-0.4142450766773594,-0.017529384589910865,0.43277789532633465,0,0,0,0,0,0 +815,US_KY_21085,21085,Grayson County,KY,Kentucky,37.46,-86.35,google,26286.0,1323.0,19.868480725623584,10.176829799383084,3.038239921392011,0.1272160085216465,0.1312485733850719,0.1201780415430267,0.12055847219051967,0.12242258236323518,0.13878110020543255,0.12774861142813665,0.07635243095183748,0.035494179411093355,0.23221486722970403,0.5920642166932968,0.17572091607699916,0.9999999999999999,0.49783154530929014,0.5021684546907099,,368.0,1,,1,-0.418903608066869,-0.2621700861359619,0.31167906062467193,0.016778731165912105,-0.23612941755172143,-0.17200034478781442,0,0,0,0,0,0 +816,US_KY_21091,21091,Hancock County,KY,Kentucky,37.84,-86.78,google,8778.0,515.0,17.044660194174757,9.080117784926209,2.892849806893603,0.13180678970152654,0.14456596035543404,0.11244019138755981,0.11107313738892687,0.1289587605377079,0.13932558669400774,0.11950330371383003,0.07814992025518341,0.03417634996582365,0.24745955798587377,0.5804625199362041,0.17207792207792208,1.0,0.4840510366826156,0.5159489633173844,,368.0,1,,1,-1.2461530975242852,-0.36363235292191465,0.8128790716018778,-0.36519853956920206,-0.3222393537705086,-0.8463190438760684,0,0,0,0,0,0 +817,US_KY_21093,21093,Hardin County,KY,Kentucky,37.7,-85.96,google,108161.0,1631.0,66.31575720416922,11.591385382230092,4.209394343037163,0.13377280165678943,0.13574208818335629,0.13907970525420438,0.13013932933312378,0.12654283891606033,0.13842327641201543,0.10658185482752563,0.058597831011177784,0.031120274405746988,0.24236647220347443,0.6146244949658379,0.14300903283068758,0.9999999999999999,0.501752017825279,0.498247982174721,,368.0,1,,1,0.6480951740143492,0.5551343281735114,0.6454335857685031,0.7595591797500102,-1.009344575372436,0.0198393034001806,0,0,0,0,0,0 +818,US_KY_21097,21097,Harrison County,KY,Kentucky,38.44,-84.33,google,18735.0,803.0,23.331257783312576,9.838202085837498,3.191761852266126,0.11929543634907927,0.13274619695756606,0.11641313050440352,0.10632506004803843,0.13082465972778223,0.15089404857219108,0.1293301307712837,0.07456631972244462,0.0396050173472111,0.22549239391513212,0.5956712036295703,0.17883640245529758,1.0,0.5087269815852682,0.4912730184147318,,368.0,1,,1,-0.6743303741221737,-0.15503293199323895,0.09066416744333235,0.1355361038452704,-0.1624882494922237,0.3611437222892986,0,0,0,0,0,0 +819,US_KY_21101,21101,Henderson County,KY,Kentucky,37.8,-87.57,google,45867.0,1210.0,37.90661157024793,10.733522985158196,3.661164199427733,0.12571129570279285,0.1262781520483136,0.11973750190768963,0.12414153966904311,0.12126365360716855,0.14197571238581114,0.12745546907362593,0.07314627073931149,0.040290404866243704,0.22673381734144374,0.5961017725161881,0.17716441014236814,1.0,0.5168421741121068,0.48315782588789324,,368.0,1,,1,0.001009867527678288,0.17254522792481286,0.13147847091767004,0.14971226545483826,-0.20200935533569517,0.7582427130301831,0,0,0,0,0,0 +820,US_KY_21103,21103,Henry County,KY,Kentucky,38.46,-85.12,google,15972.0,754.0,21.183023872679044,9.678655075789957,3.099327305933515,0.12402955171550213,0.13442273979464062,0.11044327573253193,0.11357375406962184,0.12778612572001002,0.14913598797896319,0.13317054845980467,0.07312797395442024,0.03431004257450539,0.23156774355121465,0.5944089656899574,0.17402329075882794,1.0,0.5048209366391184,0.4951790633608815,,368.0,1,,1,-0.7946766280762246,-0.21953950888530538,0.290403562160971,0.09397785479890693,-0.2762564141671855,0.1700100553091436,0,0,0,0,0,0 +821,US_KY_21107,21107,Hopkins County,KY,Kentucky,37.31,-87.54,google,45293.0,1435.0,31.563066202090592,10.72092985236768,3.483178707526424,0.12381604221402866,0.12467710242200782,0.11803148389375842,0.1199964674453006,0.12315368820789084,0.14061775550305786,0.13013048373920916,0.07767204645309429,0.041904930121652355,0.2235577241516349,0.5918000574040139,0.18464221844435122,1.0,0.5121100390788864,0.48788996092111364,,368.0,1,,1,-0.00848912813781772,0.04833587899058803,0.02705798990840032,0.008081482265838116,-0.025255400730442072,0.5266861554344473,0,0,0,0,0,0 +822,US_KY_21111,21111,Jefferson County,KY,Kentucky,38.19,-85.66,google,769828.0,1032.0,745.9573643410853,13.553923691244835,6.616008107655315,0.12466421070680724,0.12151285741750105,0.14149394410179936,0.13537179733654792,0.12092961025060144,0.13494053217082258,0.11851868209522128,0.06389998804927854,0.03866837787142063,0.2218744966408081,0.6162977963908821,0.1618277069683098,1.0,0.5164465309133989,0.4835534690866012,,368.0,1,,1,2.128437135050563,2.23461913137935,-0.02828151552316115,0.8146513895222406,-0.5645250587541486,0.7388827884959465,0,0,0,0,0,0 +823,US_KY_21113,21113,Jessamine County,KY,Kentucky,37.87,-84.58,google,53259.0,452.0,117.82964601769912,10.882940859367924,4.7776909214007475,0.13426838656377327,0.13898120505454478,0.1336675491466231,0.1250868397829475,0.12889840214799378,0.13496310482735313,0.10914587205918248,0.06002741320715747,0.03496122721042453,0.24545335060740908,0.6049850729454177,0.14956157644717324,1.0,0.5130963780769447,0.48690362192305525,,368.0,1,,1,0.11371571785705899,0.9517270349500201,0.7469209504309313,0.4421883509897191,-0.8544612258447272,0.574950471944745,0,0,0,0,0,0 +824,US_KY_21117,21117,Kenton County,KY,Kentucky,38.93,-84.54,google,165608.0,426.0,388.7511737089202,12.017384867282594,5.965508519373814,0.13438964301241485,0.12701681078208782,0.1355731607168736,0.14181078208782186,0.12164871262257862,0.13795227283706102,0.11314066953287281,0.05737645524370803,0.031091493164581423,0.2360030916380851,0.618958625187189,0.14503828317472586,1.0,0.505591517318004,0.49440848268199605,,368.0,1,,1,0.9694264368010779,1.7806600503367886,0.43622459227452226,0.9022572063942731,-0.9613789136828046,0.20771671585452148,0,0,0,0,0,0 +825,US_KY_21123,21123,Larue County,KY,Kentucky,37.576667,-85.686667,google,14196.0,683.0,20.784773060029284,9.560785953663574,3.0812112422569076,0.11742744435052127,0.13052972668357285,0.11390532544378698,0.12602141448295295,0.12102000563539025,0.1490560721329952,0.12559876021414482,0.07297830374753451,0.043462947309101156,0.22185122569737956,0.5989081431389124,0.1792406311637081,1.0,0.5025359256128487,0.4974640743871513,,368.0,1,,1,-0.8835852657281357,-0.2321820251403386,-0.02904659480803405,0.2421099391385666,-0.15293344146677829,0.05819809652164164,0,0,0,0,0,0 +826,US_KY_21125,21125,Laurel County,KY,Kentucky,37.11067,-84.1178,google,60317.0,1149.0,52.49521322889469,11.007385845633475,3.9795921775419623,0.1256859591823201,0.12789097601008007,0.1229835701377721,0.12586832899514233,0.13294759354742444,0.13916474625727407,0.1204635509060464,0.07087554089228576,0.03411973407165476,0.22799873999038414,0.6067742095926522,0.1652270504169637,1.0,0.5105691596067443,0.48943084039325563,368.0,368.0,0,,1,0.20758452753240034,0.39476408082963843,0.17306535881683363,0.5010943496372867,-0.48417432317141207,0.4512866277932534,0,0,0,0,0,0 +827,US_KY_21127,21127,Lawrence County,KY,Kentucky,38.06,-82.73,google,15756.0,1088.0,14.481617647058824,9.665039989962045,2.7396533618659307,0.13575780654988576,0.12293729372937294,0.11278243208936278,0.11735211982736735,0.1289032749428789,0.13994668697638996,0.13226707286113226,0.07628839807057629,0.03376491495303376,0.23410764153338412,0.5897055090124397,0.17618684945417618,1.0,0.5034272658035034,0.49657273419649656,,368.0,1,,1,-0.8049464825608922,-0.47054236279213485,0.3739078402670469,-0.06087997180311198,-0.22511608802082428,0.10181385658465893,0,0,0,0,0,0 +828,US_KY_21135,21135,Lewis County,KY,Kentucky,38.53,-83.39,google,13363.0,1284.0,10.407320872274143,9.500319803476646,2.4342553310684005,0.11711442041457756,0.12586993938486868,0.1141959140911472,0.11127740776771683,0.1305844495996408,0.148619322008531,0.132829454463818,0.07962283918281823,0.039886253086881686,0.21781037192247252,0.5962658085759186,0.1859238195016089,1.0,0.502207588116441,0.4977924118835591,,368.0,1,,1,-0.9291948616951892,-0.6836681078511149,-0.1618978273278563,0.15511303119711506,0.005037974808015667,0.04213162760982133,0,0,0,0,0,0 +829,US_KY_21137,21137,Lincoln County,KY,Kentucky,37.46,-84.66,google,24495.0,871.0,28.12284730195178,10.106265117897465,3.371522996774872,0.1288426209430496,0.12680138803837518,0.11786078791590121,0.11194121249234537,0.12810777709736682,0.1419065115329659,0.12520922637272913,0.07879159012043274,0.04053888548683405,0.23028373137374974,0.5877811798326189,0.18193508879363135,1.0,0.5089610124515207,0.4910389875484793,,368.0,1,,1,-0.47213052266542244,-0.02958442220412051,0.24818906744058297,-0.12423708443015151,-0.08924418622350955,0.37259550491598764,0,0,0,0,0,0 +830,US_KY_21141,21141,Logan County,KY,Kentucky,36.86,-86.88,google,27003.0,1443.0,18.713097713097714,10.20374028216176,2.9812832733563024,0.12946709624856498,0.12868940488093916,0.11676480391067659,0.11835721956819613,0.11865348294633929,0.1435396067103655,0.12061622782653779,0.08321297633596267,0.04069918157241788,0.2324186201533163,0.5833611080250343,0.18422027182164943,1.0,0.5063141132466763,0.4936858867533237,,368.0,1,,1,-0.3986050403059081,-0.301917978474928,0.3183778496774954,-0.2697646741322547,-0.03522900946484795,0.24307534881859064,0,0,0,0,0,0 +831,US_KY_21143,21143,Lyon County,KY,Kentucky,37.058964,-88.113643,google,8261.0,664.0,12.441265060240964,9.01942196795671,2.598329457171406,0.0700883670257838,0.0867933664205302,0.1142718799176855,0.11548238712020337,0.12734535770487834,0.14792398014768188,0.16995521123350685,0.11475608279869265,0.053383367631037404,0.13952306016220795,0.6073598837913086,0.2531170560464835,1.0,0.4420772303595206,0.5579227696404794,,368.0,1,,1,-1.2919359310652168,-0.569166975413273,-2.73575138337592,0.5203772387376231,1.593293490649891,-2.9002143856477853,0,0,0,0,0,0 +832,US_KY_21145,21145,McCracken County,KY,Kentucky,37.06,-88.72,google,65364.0,694.0,94.18443804034582,11.08774222599596,4.555816462472549,0.12222324215164311,0.11917875283030414,0.11535401750198886,0.12089223425738939,0.12080044060950983,0.1365889480447953,0.13259592436203416,0.08191053179120004,0.05045590845113518,0.21756624441588643,0.5837693531607613,0.19866440242335232,1.0,0.520852457009975,0.4791475429900251,,368.0,1,,1,0.26819731717383755,0.7968892344404932,-0.16992401237403482,-0.2563235054824572,0.3061888367252823,0.9544770335422652,0,0,0,0,0,0 +833,US_KY_21147,21147,McCreary County,KY,Kentucky,36.74,-84.48,google,17372.0,1115.0,15.580269058295965,9.7626725558939,2.8082133774582263,0.11996315910660833,0.12065392585770204,0.13015196868524062,0.14022565047202395,0.1408012894312687,0.13608104996546166,0.11109831913423901,0.0717246143218973,0.02930002302555837,0.21648629979276998,0.6269399032926549,0.15657379691457518,1.0,0.455272852866682,0.5447271471333179,,368.0,1,,1,-0.7313022721785133,-0.42269691871312387,-0.2054293739204262,1.1650348751727637,-0.6887124331338341,-2.2545157947071686,0,0,0,0,0,0 +834,US_KY_21151,21151,Madison County,KY,Kentucky,37.72,-84.28,google,91170.0,1148.0,79.41637630662021,11.42049214303914,4.387217840849589,0.1144345727761325,0.14776790610946583,0.19217944499287046,0.11544367664802019,0.1219589777339037,0.12017110891740704,0.10038389821213119,0.05773829110453,0.029922123505539102,0.23264889766370514,0.6294987386201601,0.13785236371613468,1.0,0.5138532411977624,0.48614675880223757,,368.0,1,,1,0.5191904633803095,0.679230627554672,0.3259486881143447,1.2492826326452644,-1.1312334526717214,0.611985894137345,0,0,0,0,0,0 +835,US_KY_21155,21155,Marion County,KY,Kentucky,37.55,-85.27,google,19276.0,898.0,21.465478841870823,9.866667954397592,3.111979857312581,0.1343639759286159,0.13218510064328698,0.12118696825067442,0.12092757833575431,0.12123884623365844,0.14691844781074911,0.11656982776509649,0.06692259804938784,0.03968665698277651,0.24011205644324546,0.594993774642042,0.1648941689147126,1.0,0.5036833367918655,0.49631666320813445,,368.0,1,,1,-0.6528585794095376,-0.21070977140298272,0.5713151125343606,0.11323225629687413,-0.49204268774585797,0.11434412382111954,0,0,0,0,0,0 +836,US_KY_21157,21157,Marshall County,KY,Kentucky,36.88,-88.34,google,31318.0,881.0,35.548240635641314,10.351980221114811,3.5986330492134546,0.1106073184749984,0.11552461843029567,0.10843604317006195,0.11223577495370075,0.12082508461587585,0.1433361006449965,0.1415160610511527,0.09796283287566256,0.04955616578325563,0.20302701321923494,0.5786959575962705,0.21827702918449454,0.9999999999999999,0.5103135576984482,0.48968644230155184,,368.0,1,,1,-0.2867877061292232,0.12890710116934448,-0.6479306149292674,-0.4233612958728237,0.7697751176559363,0.43877931395194325,0,0,0,0,0,0 +837,US_KY_21159,21159,Martin County,KY,Kentucky,37.8,-82.52,google,11492.0,598.0,19.217391304347824,9.349493433368758,3.0065431896582067,0.10442046641141664,0.11399234249912983,0.1333101287852419,0.1554124608423251,0.13374521406195614,0.1371388792203272,0.12295509919944309,0.063783501566307,0.035241907413853114,0.1956143404107205,0.6438827010093978,0.16050295857988164,1.0,0.4511834319526627,0.5488165680473372,,368.0,1,,1,-1.0429631399886077,-0.28429003743054077,-0.8916372110433448,1.7228639381072077,-0.5958383135282136,-2.4546225589399526,0,0,0,0,0,0 +838,US_KY_21161,21161,Mason County,KY,Kentucky,38.6,-83.83,google,17192.0,639.0,26.90453834115806,9.752257603219848,3.328789340156512,0.12895532805956259,0.12959516053978595,0.1201721731037692,0.11167985109353187,0.1245928338762215,0.14117031177291764,0.12918799441600745,0.07736156351791532,0.0372847836202885,0.23263145649139136,0.5881281991624011,0.17924034434620753,1.0,0.5150069799906933,0.48499302000930666,,368.0,1,,1,-0.739158267342932,-0.059406626303140204,0.32537527433410224,-0.11281173008260754,-0.15294022101038596,0.6684415492233186,0,0,0,0,0,0 +839,US_KY_21163,21163,Meade County,KY,Kentucky,37.98,-86.22,google,28033.0,840.0,33.37261904761905,10.241173338223003,3.537260289518605,0.1147219348624835,0.13559019726750615,0.121642350087397,0.1361609531623444,0.13826561552456035,0.1488959440659223,0.11390147326365355,0.06335390432704313,0.027467627439089645,0.22319409267648843,0.6290336389255521,0.14777226839795954,1.0,0.4964862840224022,0.5035137159775979,,368.0,1,,1,-0.3703692991931152,0.08607737138316159,0.015102870434342526,1.2339695697643962,-0.8967553394316803,-0.23782772935562027,0,0,0,0,0,0 +840,US_KY_21165,21165,Menifee County,KY,Kentucky,37.95,-83.6,google,6465.0,534.0,12.106741573033707,8.774312958285378,2.573126721729345,0.10440835266821345,0.11709203402938902,0.11384377416860016,0.10549110595514308,0.1251353441608662,0.1605568445475638,0.14261407579273008,0.08894044856921887,0.041918020108275326,0.19808197989172466,0.599752513534416,0.20216550657385923,1.0,0.49126063418406807,0.5087393658159319,,368.0,1,,1,-1.4768215714513466,-0.5867550120963736,-0.8105085771636105,0.2699102088678062,0.3889449036229655,-0.4935333419957363,0,0,0,0,0,0 +841,US_KY_21167,21167,Mercer County,KY,Kentucky,37.8,-84.88,google,21542.0,656.0,32.83841463414634,9.977806216778427,3.5215966847678355,0.11883761953393371,0.12129792962584718,0.11461331352706342,0.1075573298672361,0.12162287624176028,0.1586667904558537,0.132392535512023,0.08388264785071024,0.04112895738557237,0.21587596323461145,0.5929161637730944,0.19120787299229414,1.0,0.509005663355306,0.4909943366446941,,368.0,1,,1,-0.5690270269128126,0.07514633353691455,-0.2254954214737389,0.04482845761242545,0.12993785363703286,0.37478039809876196,0,0,0,0,0,0 +842,US_KY_21173,21173,Montgomery County,KY,Kentucky,38.03,-83.91,google,27913.0,515.0,54.2,10.23688363406859,4.01096295328305,0.13133665317235696,0.12718088345932002,0.12664349944470318,0.12116218249561136,0.14136782144520474,0.13452513165908359,0.11639737756600867,0.06785368824562032,0.03353276251209114,0.233081359939813,0.6073335005194712,0.1595851395407158,1.0,0.5095833482606671,0.4904166517393329,,368.0,1,,1,-0.37360502153852865,0.4166565597543963,0.3401667592447651,0.5195085890581412,-0.6175329248679474,0.4030481307651759,0,0,0,0,0,0 +843,US_KY_21177,21177,Muhlenberg County,KY,Kentucky,37.21,-87.15,google,30925.0,1242.0,24.89935587761675,10.339352533035376,3.254218098806152,0.10919967663702507,0.12381568310428456,0.12433306386418755,0.11983831851253031,0.12772837510105092,0.1396928051738076,0.12640258690379952,0.08397736459175424,0.045012126111560226,0.20825222312045275,0.599556992724333,0.19219078415521423,1.0,0.4881487469684721,0.5118512530315279,,368.0,1,,1,-0.2963127668370825,-0.11144707768150908,-0.4761412817288762,0.2634728310453108,0.15317105620866098,-0.6458066575733793,0,0,0,0,0,0 +844,US_KY_21179,21179,Nelson County,KY,Kentucky,37.8,-85.47,google,45591.0,1098.0,41.521857923497265,10.727487541514835,3.7500182478036437,0.129455374964357,0.13189006602180256,0.12261191901910465,0.12767870851703186,0.1262749226821083,0.14634467329078107,0.1203965694983659,0.06406966287205808,0.03127810313439056,0.23496742778179908,0.6094865214625693,0.1555460507556316,1.0,0.5058454519532364,0.4941545480467636,,368.0,1,,1,-0.0035426655045160817,0.23455311059573086,0.40217505040833657,0.5903952085672558,-0.7130054065008381,0.22014244537744324,0,0,0,0,0,0 +845,US_KY_21181,21181,Nicholas County,KY,Kentucky,38.34,-84.01,google,7160.0,510.0,14.03921568627451,8.87640491500694,2.7106611686429303,0.12932960893854747,0.1303072625698324,0.11424581005586593,0.11550279329608938,0.12877094972067038,0.1504189944134078,0.11773743016759776,0.07681564245810056,0.03687150837988827,0.23357541899441342,0.5938687150837989,0.1725558659217877,1.0,0.5048882681564246,0.49511173184357543,,368.0,1,,1,-1.3998136441538183,-0.49077491886137276,0.35640994892632066,0.07619050382998539,-0.31094213123271214,0.17330477413176174,0,0,0,0,0,0 +846,US_KY_21183,21183,Ohio County,KY,Kentucky,37.47,-86.84,google,24116.0,1546.0,15.598965071151358,10.090672264996071,2.8093403483075963,0.1287526953060209,0.138538729474208,0.11577376015923038,0.12037651351799634,0.1217863658981589,0.1353458284956046,0.12211809586996185,0.07762481340189085,0.03968319787692818,0.2395836788853873,0.5820492619008127,0.17836705921379997,1.0,0.5009537236689335,0.4990462763310665,,368.0,1,,1,-0.4838922061628451,-0.42191044834425967,0.5539436327166126,-0.3129562359051681,-0.17358217844196033,-0.01922345484624958,0,0,0,0,0,0 +847,US_KY_21185,21185,Oldham County,KY,Kentucky,38.4,-85.44,google,66557.0,509.0,130.76031434184677,11.105829026966715,4.88098447158183,0.12161004852983158,0.1589765163694277,0.10392595820124104,0.1284613188695404,0.15748906951935934,0.1461604339137882,0.10434665023964422,0.056778400468771126,0.022251603888396414,0.2487912616253738,0.6200054088976366,0.13120332947698965,1.0,0.471235181874183,0.528764818125817,,368.0,1,,1,0.28184018482892076,1.0238117002788722,0.8566615194987413,0.9367217845623137,-1.288397563947875,-1.4734345427480202,0,0,0,0,0,0 +848,US_KY_21191,21191,Pendleton County,KY,Kentucky,38.69,-84.36,google,14602.0,730.0,20.002739726027396,9.588982266040471,3.044652892358009,0.11813450212299685,0.1295712916038899,0.12375017120942337,0.1100534173400904,0.13046158060539653,0.16162169565812903,0.12827009998630326,0.0662238049582249,0.03191343651554582,0.22179153540610877,0.6159361731269689,0.16227229146692235,1.0,0.4884947267497603,0.5115052732502396,,368.0,1,,1,-0.8623167971503374,-0.25769471603746885,-0.031009033739636715,0.8027452114626009,-0.5540163555201917,-0.6288769024860016,0,0,0,0,0,0 +849,US_KY_21193,21193,Perry County,KY,Kentucky,37.24,-83.23,google,26586.0,887.0,29.97294250281849,10.188177653501853,3.4331140008640815,0.13198675994884526,0.11528624087865794,0.11453396524486571,0.12280899721658016,0.13273903558263747,0.14624238320920785,0.1321372150756037,0.06943504099902204,0.034830361844579855,0.2242157526517716,0.6054502369668247,0.17033401038140375,1.0,0.5084254870984729,0.4915745129015271,,368.0,1,,1,-0.41034392566853395,0.013397612097685451,0.04869200641728526,0.4575035317827847,-0.3634604276993797,0.3463907566603995,0,0,0,0,0,0 +850,US_KY_21197,21197,Powell County,KY,Kentucky,37.83,-83.83,google,12297.0,467.0,26.33190578158458,9.417191926513414,3.308054729729237,0.13190208994063593,0.13019435634707652,0.12206229161584126,0.12482719362446125,0.1310888834675124,0.13905830690412296,0.12279417744165244,0.06936651215743678,0.02870618850126047,0.23605757501829716,0.6044726356021793,0.15946978937952347,1.0,0.502073676506465,0.497926323493535,,368.0,1,,1,-0.9918981902545725,-0.07387652738364323,0.43801584348434447,0.42531673109728596,-0.6202594720501865,0.035578959266575914,0,0,0,0,0,0 +851,US_KY_21199,21199,Pulaski County,KY,Kentucky,37.1,-84.58,google,64314.0,1754.0,36.66704675028506,11.071548164512816,3.6287856207088525,0.1192586373106944,0.12473178468140685,0.11473396150138383,0.11639767391236745,0.12861896321174238,0.14205305221258202,0.129100973349504,0.08483378424604285,0.040271169574276205,0.2190440650558199,0.591300494449109,0.18965544049507105,1.0,0.5121435457287682,0.48785645427123175,,368.0,1,,1,0.25598214225318383,0.14994944138554997,-0.12133767285401371,-0.008366257928565598,0.09324279914237293,0.5283257292100734,0,0,0,0,0,0 +852,US_KY_21203,21203,Rockcastle County,KY,Kentucky,37.36,-84.32,google,16778.0,824.0,20.361650485436893,9.727883383489697,3.0615972810242855,0.11085945881511503,0.1240314697818572,0.11783287638574323,0.10746215281916796,0.13559423053999284,0.15335558469424246,0.12921683156514482,0.08254857551555608,0.039098819883180355,0.2100846346406008,0.6036595541780904,0.18625581118130885,1.0,0.5122779830730719,0.4877220169269281,,368.0,1,,1,-0.7575437327722274,-0.24586986749591652,-0.4158970505599845,0.39854662757177733,0.012885306527851657,0.5349041231994144,0,0,0,0,0,0 +853,US_KY_21207,21207,Russell County,KY,Kentucky,36.99,-85.06,google,17723.0,732.0,24.211748633879782,9.782674932319381,3.2273101015027876,0.127517914574282,0.11696665350110026,0.11013936692433561,0.10590757772386165,0.12706652372623145,0.1440501043841336,0.13660215539129944,0.08531287028155504,0.04643683349320093,0.22109123737516223,0.5788579811544321,0.2000507814704057,1.0,0.5073068893528184,0.49269311064718163,,368.0,1,,1,-0.7162144866269812,-0.13022515217776065,-0.05403274648078698,-0.4180267902537607,0.3389588636171942,0.29165465097031457,0,0,0,0,0,0 +854,US_KY_21209,21209,Scott County,KY,Kentucky,38.3,-84.58,google,54782.0,739.0,74.12990527740189,10.911135205830144,4.319218685597656,0.13769121244204302,0.14291190537037712,0.1351721368332664,0.1380745500346829,0.14398890146398452,0.13102843999853966,0.09851776130845898,0.049286261910846625,0.023328830637800738,0.25202073673834474,0.6261052900587785,0.12187397320287685,1.0,0.5088167646307181,0.4911832353692819,,368.0,1,,1,0.1349827035461029,0.6317765867129437,0.9628370390917889,1.1375558527616119,-1.5089168055194275,0.3655370569656972,0,0,0,0,0,0 +855,US_KY_21211,21211,Shelby County,KY,Kentucky,38.22,-85.19,google,47209.0,999.0,47.25625625625626,10.762361013540332,3.876525482721529,0.12573873625791693,0.12910673812196827,0.1237899553051325,0.12984812218009278,0.13450825054544685,0.14342604164460165,0.11533817704251308,0.06841915736406194,0.02982482153826601,0.22902412675549152,0.615062805820924,0.1559130674235845,1.0,0.5143510771251244,0.48564892287487554,,368.0,1,,1,0.022762382264096957,0.32283772928438476,0.20677702054534128,0.7739902399358395,-0.704330184450881,0.6363463937380863,0,0,0,0,0,0 +856,US_KY_21213,21213,Simpson County,KY,Kentucky,36.74,-86.58,google,18046.0,612.0,29.486928104575163,9.800734744961298,3.4172980050085804,0.13099855923750417,0.13349218663415716,0.12578964867560677,0.11808711071705641,0.12329602127895378,0.14258007314640364,0.11587055303114263,0.07508589161032916,0.034799955668846284,0.23779230854482986,0.5943865676604233,0.16782112379474676,0.9999999999999999,0.5089216446858029,0.4910783553141971,,368.0,1,,1,-0.7025919762589139,0.0023602262581279344,0.4950487132517312,0.09324041626983653,-0.422857863917199,0.37066913040514854,0,0,0,0,0,0 +857,US_KY_21215,21215,Spencer County,KY,Kentucky,38.03,-85.32,google,18619.0,497.0,37.46277665995976,9.831991550831058,3.6496909336014203,0.11337880659541329,0.13749395778505827,0.09941457650786831,0.12455019066544927,0.15376765669477416,0.16563725226918738,0.1211665502980826,0.062033406735055585,0.022557602449111123,0.22337397282345992,0.631451742843332,0.145174284333208,1.0,0.49186315054514207,0.5081368494548579,,368.0,1,,1,-0.6790149785083849,0.16453846926593424,0.021016793719418135,1.3135838498310428,-0.95816423611662,-0.4640505369857405,0,0,0,0,0,0 +858,US_KY_21217,21217,Taylor County,KY,Kentucky,37.37,-85.33,google,25544.0,718.0,35.57660167130919,10.148196881764898,3.599408737370726,0.12691825869088633,0.13772314437832758,0.14277325399310992,0.11337300344503602,0.10581741309113686,0.13232070153460695,0.11924522392734106,0.07841371750704666,0.04341528343250861,0.23709677419354838,0.5814516129032258,0.1814516129032258,1.0,0.5102568117757594,0.4897431882242405,,368.0,1,,1,-0.4405014078256788,0.12944842462195552,0.47218161610473175,-0.33263338638889206,-0.10067217048499592,0.43600257778039186,0,0,0,0,0,0 +859,US_KY_21225,21225,Union County,KY,Kentucky,37.66,-87.95,google,14620.0,941.0,15.536663124335814,9.590214130417438,2.8055799234341303,0.09924760601915185,0.1415184678522572,0.16703146374829,0.11244870041039672,0.11518467852257182,0.13344733242134063,0.12872777017783857,0.06703146374829001,0.035362517099863204,0.21246238030095757,0.6207797537619698,0.1667578659370725,0.9999999999999999,0.4785225718194254,0.5214774281805745,,368.0,1,,1,-0.861387602281043,-0.42453470676139105,-0.337723857667271,0.9622165155554284,-0.44799023205495847,-1.1168422397532844,0,0,0,0,0,0 +860,US_KY_21227,21227,Warren County,KY,Kentucky,36.99,-86.42,google,129074.0,548.0,235.53649635036496,11.76814890974785,5.466102514632291,0.1272448362954584,0.14828702914607125,0.19242450067403194,0.12418457628957033,0.11463966406867378,0.11567008072888421,0.09490679765095991,0.05443389063637913,0.028208624509971025,0.2458744596123154,0.6240296264158545,0.13009591397183012,1.0,0.5105985713621644,0.48940142863783564,,368.0,1,,1,0.7814278410829908,1.4321434715968628,0.7607657598309667,1.0692161650514067,-1.3145736923030524,0.4527258269686999,0,0,0,0,0,0 +861,US_KY_21229,21229,Washington County,KY,Kentucky,37.75,-85.17,google,11880.0,301.0,39.46843853820598,9.382695764458287,3.7005223749510834,0.12626262626262627,0.1303030303030303,0.11473063973063972,0.10774410774410774,0.12558922558922558,0.1494949494949495,0.12685185185185185,0.0723905723905724,0.04663299663299663,0.23050505050505052,0.5870454545454545,0.18244949494949494,1.0,0.5095117845117845,0.4904882154882155,,368.0,1,,1,-1.0179186332443184,0.20001181132311036,0.2554653810642306,-0.1484602944558787,-0.07708509914206295,0.39954631705454136,0,0,0,0,0,0 +862,US_KY_21231,21231,Wayne County,KY,Kentucky,36.81,-84.83,google,20628.0,484.0,42.6198347107438,9.934453131793008,3.7755119714665284,0.11295326740352918,0.11503781268179174,0.11736474694589878,0.11300174520069808,0.12415163854954431,0.1416036455303471,0.13961605584642234,0.09341671514446384,0.04285437269730463,0.20498351754896255,0.5889373666860578,0.20607911576497964,0.9999999999999999,0.5025208454527826,0.49747915454721736,,368.0,1,,1,-0.6017282437754299,0.25234421696203946,-0.5836065819120962,-0.0861704888292616,0.4814514073169089,0.05746018225495953,0,0,0,0,0,0 +863,US_KY_21233,21233,Webster County,KY,Kentucky,37.52,-87.68,google,13012.0,336.0,38.726190476190474,9.473704136776757,3.6820106799080605,0.12742084229941592,0.12181063633569013,0.11520135259760221,0.12419305256686136,0.12688287734399017,0.13902551490931447,0.1318014140793114,0.0740086074392868,0.03965570242852751,0.22486935136796804,0.5955656317245619,0.17956501690747004,1.0,0.5063787273286198,0.4936212726713803,,368.0,1,,1,-0.9492710497908912,0.1870931988879028,0.07018038482861945,0.13206022708467918,-0.14526589227161027,0.2462370959542925,0,0,0,0,0,0 +864,US_KY_21239,21239,Woodford County,KY,Kentucky,38.04,-84.74,google,26385.0,497.0,53.08853118712273,10.180588845443722,3.990622170534465,0.11946181542543112,0.1294296001516013,0.10756111426947129,0.1119196513170362,0.12889899564146295,0.15156338828880045,0.1379571726359674,0.07689975364790601,0.036308508622323286,0.22300549554671215,0.5948076558650749,0.182186848588213,1.0,0.5198787189691112,0.48012128103088875,,368.0,1,,1,-0.4160681609362473,0.40246149612856336,0.008902358726626298,0.10710443344932624,-0.08329330629909237,0.9068293169915846,0,0,0,0,0,0 +865,US_LA_22001,22001,Acadia Parish,LA,Louisiana,30.266667,-92.4,google,62559.0,1703.0,36.73458602466236,11.043881375219193,3.6305770750833686,0.14252145974200356,0.14240956537029045,0.1305327770584568,0.12524177176745152,0.1138605156732045,0.13476877827331,0.11123899039306895,0.06296456145398743,0.036461580268226795,0.2564491120382359,0.5885052510430154,0.1550456369187487,1.0,0.5129078150226186,0.4870921849773813,,29.0,1,,1,0.23511309275215367,0.15119962969655792,1.1084288247446639,-0.10039757624820819,-0.7248337552677869,0.5657235560932372,0,0,0,0,0,0 +866,US_LA_22003,22003,Allen Parish,LA,Louisiana,30.66,-92.83,google,25583.0,1983.0,12.901159858799799,10.149722435073736,2.631972279734588,0.12406676308486105,0.11929797130907244,0.1413047727006215,0.1487315795645546,0.13462064652308173,0.12981276629011454,0.103310792323027,0.06422233514443185,0.03463237306023531,0.219505140132119,0.6299847555017003,0.15051010436618067,1.0,0.4337255208536919,0.5662744791463081,,29.0,1,,1,-0.4393506834976508,-0.5456889208693692,-0.10617889810425996,1.2652843784095986,-0.8320407446064487,-3.308886811441437,0,0,0,0,0,0 +867,US_LA_22005,22005,Ascension Parish,LA,Louisiana,30.2,-90.91,google,123177.0,784.0,157.11352040816325,11.72138574270721,5.063313258637163,0.14655333382043725,0.14636661064971546,0.1250882875861565,0.14687806976951867,0.13652711139254894,0.1301785235880075,0.09646281367463082,0.05075622884142332,0.02118902067756156,0.26364662234020964,0.6161767213034901,0.12017665635630029,1.0,0.5057762406942855,0.49422375930571455,,29.0,1,,1,0.7461544005171553,1.1510520707730432,1.3450615187137318,0.8106650819670339,-1.5490365107505664,0.21675574555653276,0,0,0,0,0,0 +868,US_LA_22007,22007,Assumption Parish,LA,Louisiana,29.9,-91.06,google,22568.0,944.0,23.906779661016948,10.02433256222833,3.2151400419532528,0.11582772066643035,0.12544310528181496,0.1292538107054236,0.12061325771003191,0.119549805033676,0.14742112725983694,0.12694966323998583,0.07705600850762141,0.03788550159517901,0.2161822048918823,0.6054014533853244,0.17841634172279333,1.0,0.5140021269053527,0.4859978730946473,,29.0,1,,1,-0.5339322207901561,-0.13871817684505577,-0.21542710822024017,0.4558973685026789,-0.1724172811878899,0.6192712868158704,0,0,0,0,0,0 +869,US_LA_22009,22009,Avoyelles Parish,LA,Louisiana,31.07,-92.0,google,40836.0,2242.0,18.214094558429974,10.617343812185764,2.9556441013051953,0.13245665589186012,0.12694681163679106,0.13081594671368402,0.1302527181898325,0.11876775394259967,0.1326525614653737,0.11649035165050446,0.06986482515427564,0.04175237535507885,0.23401410520129298,0.5961235184641003,0.1698623763346067,1.0,0.4956411009893231,0.5043588990106769,,29.0,1,,1,-0.08662404206765442,-0.3198105877750525,0.37083264435650515,0.15042823467959454,-0.374608504720256,-0.27918489103934496,0,0,0,0,0,0 +870,US_LA_22011,22011,Beauregard Parish,LA,Louisiana,30.65,-93.34,google,36847.0,3020.0,12.200993377483444,10.514556622060466,2.5802920826307023,0.13317230710776998,0.13683610606019486,0.12788015306537845,0.1315168127663039,0.12543762043042853,0.13005129318533395,0.11262789372269112,0.068146660515103,0.03433115314679621,0.24264119195592587,0.5985670475208295,0.15879176052324476,1.0,0.4911661736369311,0.508833826363069,,29.0,1,,1,-0.16415638367879726,-0.5817545774939294,0.6544655527100819,0.23087961861020317,-0.6362861307774444,-0.49815555986781596,0,0,0,0,0,0 +871,US_LA_22013,22013,Bienville Parish,LA,Louisiana,32.35,-93.06,google,13631.0,2128.0,6.4055451127819545,9.520175249069098,2.0022290591605363,0.12273494241068153,0.12596287873230136,0.11635243195656958,0.11437165285012105,0.10776905582862592,0.14635756730980853,0.12214804489765975,0.08972195730320592,0.054581468711026336,0.22350524539652267,0.5711173061404152,0.20537744846306213,1.0,0.5221187000220087,0.47788129997799134,,29.0,1,,1,-0.9142179060196927,-0.9851629172477763,0.025332644799141057,-0.6728827804945029,0.4648660034896635,1.016437833664794,0,0,0,0,0,0 +872,US_LA_22015,22015,Bossier Parish,LA,Louisiana,32.68,-93.6,google,126959.0,2245.0,56.55189309576837,11.751627355200291,4.0526870294273625,0.14002158177049284,0.13222378878220528,0.1434951441016391,0.14922140218495736,0.119692184090927,0.12040895092116352,0.1018123961278838,0.05913720177380099,0.033987350246930115,0.24580061279625703,0.6101686371190699,0.144030750084673,0.9999999999999999,0.5047771327751479,0.4952228672248521,,29.0,1,,1,0.7689656382582323,0.44577421579144416,0.7583378965432768,0.612853361219495,-0.985194108037983,0.16786661014555498,0,0,0,0,0,0 +873,US_LA_22017,22017,Caddo Parish,LA,Louisiana,32.58,-93.88,google,245935.0,2427.0,101.33292130201896,12.412826618464713,4.628231432546346,0.13634090308414826,0.1268993839835729,0.1343241100290727,0.13137211051700654,0.11359912171915343,0.12733852440685547,0.1211336328704739,0.06779026978673226,0.04120194360298453,0.23786041027100654,0.5925805599040397,0.16955902982495374,1.0,0.5263138634191962,0.4736861365808039,,29.0,1,,1,1.2677080116022428,0.8474249055779197,0.4972876951014293,0.03377894885231226,-0.38177874672587725,1.2217188723470938,0,0,0,0,0,0 +874,US_LA_22019,22019,Calcasieu Parish,LA,Louisiana,30.23,-93.36,google,202466.0,2834.0,71.44177840508115,12.218332189285862,4.282783182756399,0.14060632402477452,0.1328618138354094,0.1446909604575583,0.1340521371489534,0.1143154900081989,0.12733989904477788,0.11039878300554166,0.062158584651250084,0.03357600782353581,0.24689577509310204,0.6021702409293412,0.15093398397755672,1.0,0.5113006628273389,0.48869933717266106,,29.0,1,,1,1.1210009316034917,0.6063496261350945,0.7943435698612739,0.3495120921984018,-0.8220214455603116,0.48708111937939086,0,0,0,0,0,0 +875,US_LA_22021,22021,Caldwell Parish,LA,Louisiana,32.09,-92.12,google,9959.0,1400.0,7.113571428571428,9.206332350578643,2.0935381446280714,0.12852696053820664,0.12340596445426248,0.125213374836831,0.121397730695853,0.13123807611205945,0.12742243197108144,0.1260166683401948,0.07601164775579877,0.04076714529571242,0.22725173210161662,0.5929611406767747,0.17978712722160858,1.0,0.48378351240084344,0.5162164875991565,,29.0,1,,1,-1.150949494735477,-0.9214417569635958,0.14850596512110922,0.046309288845445266,-0.14001584108051568,-0.8594097526841561,0,0,0,0,0,0 +876,US_LA_22025,22025,Catahoula Parish,LA,Louisiana,31.67,-91.85,google,9830.0,1915.0,5.133159268929504,9.193295937366925,1.8137099954782667,0.12207527975584945,0.11831129196337742,0.14109867751780264,0.13743641912512716,0.11169888097660224,0.13316378433367243,0.12563580874872837,0.07324516785350967,0.03733468972533062,0.21672431332655137,0.6098779247202442,0.17339776195320447,1.0,0.471617497456765,0.528382502543235,,29.0,1,,1,-1.1607828566678626,-1.116723247876568,-0.1976041980836729,0.6032818708593095,-0.29104212217793085,-1.454726775620409,0,0,0,0,0,0 +877,US_LA_22027,22027,Claiborne Parish,LA,Louisiana,32.82,-92.99,google,15953.0,1988.0,8.024647887323944,9.677464860471074,2.199959488202865,0.1001692471635429,0.09766188177772206,0.1471196640130383,0.1335798909296057,0.12681000438788942,0.1370902024697549,0.12756221400363568,0.07841785244154705,0.051589042813263965,0.17829875258572056,0.6279132451576506,0.19378800225662884,1.0,0.4323951607848054,0.5676048392151947,,29.0,1,,1,-0.7955744070755522,-0.8471743228209293,-1.4609221474697793,1.1970814349879018,0.19092471401736116,-3.3739850378765674,0,0,0,0,0,0 +878,US_LA_22029,22029,Concordia Parish,LA,Louisiana,31.44,-91.64,google,19846.0,1939.0,10.235172769468798,9.895808141192258,2.419049283308891,0.1328227350599617,0.13075682757230675,0.135493298397662,0.1270785044845309,0.10939232087070443,0.12445832913433437,0.12602035674695153,0.06988813866774161,0.04408948906580671,0.2374281971178071,0.5855839967751688,0.17698780610702408,1.0,0.4939534414995465,0.5060465585004535,,29.0,1,,1,-0.6308781466880816,-0.6942798339637056,0.4830778143899835,-0.19657770883727818,-0.20618376853080608,-0.3617667740800974,0,0,0,0,0,0 +879,US_LA_22031,22031,De Soto Parish,LA,Louisiana,32.06,-93.74,google,27267.0,2317.0,11.768234786361674,10.213469132482675,2.54696042919453,0.1297172406205303,0.13276121318810283,0.11585432940917592,0.12190560017603697,0.1203652767081087,0.1366486962262075,0.12663659368467378,0.07628268603073313,0.03982836395643085,0.2359262111710126,0.5846444419994865,0.17942934682950087,0.9999999999999999,0.5157516411779807,0.4842483588220193,,29.0,1,,1,-0.39126657190682684,-0.6050154788628108,0.43369699158015684,-0.22751185376757588,-0.14847274404344468,0.7048798967964359,0,0,0,0,0,0 +880,US_LA_22033,22033,East Baton Rouge Parish,LA,Louisiana,30.54,-91.09,google,444511.0,1220.0,364.3532786885246,13.004732330197116,5.9008647722999426,0.12945461417152782,0.13194949056378807,0.18395945207205222,0.13379421431640612,0.10761038534479461,0.11771812171127374,0.10703447158787971,0.057566629397247764,0.030912620835029953,0.23501420662255826,0.6229893073512242,0.14199648602621756,1.0,0.521789112080466,0.47821088791953403,,29.0,1,,1,1.7141822832277347,1.7355476220655761,0.403712999316386,1.0349644305576347,-1.0332782795656186,1.00031017698701,0,0,0,0,0,0 +881,US_LA_22035,22035,East Carroll Parish,LA,Louisiana,32.73,-91.24,google,7111.0,1146.0,6.205061082024433,8.86953877719374,1.9747837071427436,0.14709604837575588,0.12614259597806216,0.1622837856841513,0.12614259597806216,0.11236113064266628,0.12797074954296161,0.10504851638306849,0.05934467726058219,0.03360990015468992,0.24801012515820559,0.606511039234988,0.14547883560680636,1.0,0.45858529039516244,0.5414147096048376,,29.0,1,,1,-1.4049927695081863,-1.004315991293221,0.8309800798302485,0.4924296605781193,-0.9509655169445467,-2.092428993303304,0,0,0,0,0,0 +882,US_LA_22037,22037,East Feliciana Parish,LA,Louisiana,30.85,-91.05,google,19380.0,1180.0,16.423728813559322,9.872048483700748,2.857833002109391,0.09871001031991744,0.10712074303405572,0.12678018575851394,0.12982456140350876,0.13147574819401445,0.15712074303405574,0.13988648090815273,0.07554179566563468,0.033539731682146544,0.18440660474716203,0.6365686274509804,0.17902476780185758,1.0,0.4569143446852425,0.5430856553147575,,29.0,1,,1,-0.6488000480354182,-0.38806925773669304,-1.26011416655861,1.4820534847489817,-0.15803583261143267,-2.174193024507442,0,0,0,0,0,0 +883,US_LA_22039,22039,Evangeline Parish,LA,Louisiana,30.73,-92.41,google,33663.0,1760.0,19.126704545454544,10.424184296097382,3.002047517628746,0.1410153581083088,0.1381635623681787,0.14318391111903275,0.12411252710691263,0.11413124201645723,0.13103407301785344,0.10614027270296765,0.06796779847310103,0.03425125508718772,0.25154620800285177,0.5931646020853757,0.15528918991177257,1.0,0.49196447137807087,0.5080355286219291,,29.0,1,,1,-0.23232419758850847,-0.28742739705371007,0.9472359481125032,0.05300810499143693,-0.7190768606090274,-0.45909262620740865,0,0,0,0,0,0 +884,US_LA_22041,22041,Franklin Parish,LA,Louisiana,32.14,-91.67,google,20256.0,1646.0,12.306196840826246,9.916255691813806,2.5882298545986893,0.14208135860979462,0.13571287519747235,0.12085308056872038,0.12040876777251185,0.10890600315955766,0.13112164296998421,0.12174170616113744,0.07375592417061612,0.04541864139020537,0.25065165876777257,0.5693029225908373,0.1800454186413902,1.0,0.5140205371248026,0.4859794628751975,,29.0,1,,1,-0.6154545663959421,-0.5762151063965959,0.9178258345449392,-0.7326200146978349,-0.13391057225797853,0.6201721501704566,0,0,0,0,0,0 +885,US_LA_22043,22043,Grant Parish,LA,Louisiana,31.59,-92.56,google,22296.0,1721.0,12.95525857059849,10.012207419250371,2.635856395702224,0.11674739863652674,0.11423573735199138,0.14146035163257983,0.16648726228919986,0.12688374596340152,0.12957481162540366,0.10782203085755293,0.06606566200215286,0.030722999641191247,0.20813598851811985,0.6411643344097596,0.15069967707212056,1.0,0.4372981700753498,0.5627018299246501,,29.0,1,,1,-0.5430782119034955,-0.5429783431117586,-0.4799627291361713,1.6333637316867546,-0.8275597892105732,-3.1340671265726368,0,0,0,0,0,0 +886,US_LA_22045,22045,Iberia Parish,LA,Louisiana,29.79,-91.78,google,71982.0,2670.0,26.95955056179775,11.184185259008464,3.330758842908725,0.14531410630435387,0.1404101025256314,0.13257481036925897,0.12364202161651525,0.1107776944236059,0.13918757467144563,0.11074990969964714,0.0638076185713095,0.03353616181823234,0.25764218832485897,0.5896390764357756,0.1527187352393654,1.0,0.5115028757189297,0.4884971242810703,,29.0,1,,1,0.3409442632906165,-0.058032184757577626,1.1476536183148531,-0.06306721517391664,-0.7798350413664864,0.4969759598160106,0,0,0,0,0,0 +887,US_LA_22047,22047,Iberville Parish,LA,Louisiana,30.26,-91.35,google,32906.0,1691.0,19.459491425192194,10.401440680079444,3.0184469031858097,0.11599708259891812,0.11769889989667538,0.1406430438217954,0.14112927733544034,0.12715006381814867,0.1428918738224032,0.11350513584148787,0.06640126420713548,0.0345833586579955,0.2101562025162584,0.6321066066978666,0.15773719078587492,0.9999999999999999,0.49504649607974227,0.5049535039202577,,29.0,1,,1,-0.2494796992072007,-0.2759828855870471,-0.41354411204263875,1.3351447570927537,-0.6612131366539805,-0.30828056667528897,0,0,0,0,0,0 +888,US_LA_22049,22049,Jackson Parish,LA,Louisiana,32.3,-92.55,google,15898.0,1503.0,10.577511643379907,9.67401149314871,2.4490645650626037,0.1206441061768776,0.11731035350358536,0.1256132846898981,0.125424581708391,0.11674424455906403,0.13479682978991067,0.12190212605359164,0.08837589633916215,0.04918857717951944,0.21449238897974587,0.5869920744747767,0.1985155365454774,1.0,0.4857214743992955,0.5142785256007045,,29.0,1,,1,-0.7981792808406581,-0.6733333030702032,-0.27098322065692376,-0.15021779373689412,0.3026700740668179,-0.7645798701971525,0,0,0,0,0,0 +889,US_LA_22051,22051,Jefferson Parish,LA,Louisiana,29.733333,-90.1,google,436126.0,1663.0,262.2525556223692,12.985688764319775,5.573113858934177,0.12631899955517442,0.1135979051925361,0.13116163677469356,0.13837514846626892,0.11866295520101988,0.13881080238279764,0.12335196709207889,0.07014486639182255,0.03957571894360804,0.21719732370920328,0.6114061074093267,0.17139656888147003,1.0,0.515341896607861,0.484658103392139,,29.0,1,,1,1.6998177281377815,1.5068226449515296,-0.1820530260219162,0.6535961537596551,-0.3383445903709027,0.6848299528526584,0,0,0,0,0,0 +890,US_LA_22053,22053,Jefferson Davis Parish,LA,Louisiana,30.2425,-92.673333,google,31480.0,1706.0,18.452520515826496,10.357139468227567,2.9679766511711088,0.14059720457433292,0.13799237611181703,0.1249682337992376,0.12287166454891994,0.11296060991105464,0.13792884371029224,0.11264294790343075,0.06785260482846252,0.04218551461245235,0.25099110546378656,0.5826493011435832,0.16635959339263023,1.0,0.5100063532401525,0.4899936467598475,23.0,23.0,0,,1,-0.28289608783403597,-0.31120416725627587,0.9289858305389237,-0.29320038836956647,-0.45740425343635704,0.423746943501474,0,0,0,0,0,0 +891,US_LA_22055,22055,Lafayette Parish,LA,Louisiana,30.21,-92.06,google,241756.0,700.0,345.36571428571426,12.395688368428912,5.847495194554474,0.13529757275931104,0.1267186750277139,0.15461457006237694,0.15088353546551067,0.1197157464551035,0.1265739009579907,0.10494465494134582,0.0513244759178676,0.029926868412779827,0.23667251278148216,0.6296038154171975,0.13372367180132033,1.0,0.5126284352818544,0.4873715647181456,,29.0,1,,1,1.2547806355860958,1.698303010530975,0.45823316494977884,1.2527422083427036,-1.2288238954618422,0.5520527266305958,0,0,0,0,0,0 +892,US_LA_22057,22057,Lafourche Parish,LA,Louisiana,29.49,-90.4,google,98123.0,3831.0,25.612894805533802,11.493987263949977,3.281395865451361,0.1297657022308735,0.12895039898902397,0.1368690317254874,0.13241543776688441,0.11756672747470012,0.1445634560704422,0.1078136624440753,0.0661720493666113,0.035883533931901794,0.2329260214220927,0.6111115640573566,0.15596241452055074,1.0,0.5091568745350223,0.4908431254649776,,29.0,1,,1,0.5746278074137929,-0.09248074135585216,0.3350596916084418,0.6438985321053113,-0.7031637605222602,0.38217958261047064,0,0,0,0,0,0 +893,US_LA_22059,22059,LaSalle Parish,LA,Louisiana,31.68,-92.16,google,14887.0,1716.0,8.675407925407926,9.608310798322087,2.2695874008598786,0.12487405118559818,0.1293746221535568,0.1370323100691879,0.13669644656411634,0.12285887015516894,0.1217169342379257,0.11600725465170955,0.07120306307516626,0.04023644790757036,0.2283737489084436,0.6021831127829651,0.1694431383085914,1.0000000000000002,0.4837777927050447,0.5162222072949554,,29.0,1,,1,-0.8477372920011698,-0.7985836337350335,0.1853945347151305,0.3499358884429933,-0.38451808999264864,-0.859689633342751,0,0,0,0,0,0 +894,US_LA_22061,22061,Lincoln Parish,LA,Louisiana,32.6,-92.66,google,47471.0,1223.0,38.81520850367948,10.767895342530602,3.6842489625079398,0.1129953023951465,0.15929725516631207,0.24954182553559015,0.11128899749320638,0.08807482462977397,0.09776495123338459,0.09087653514777443,0.05521265614796402,0.03494765225084789,0.24043310652819616,0.6239683174991048,0.13559857597269911,1.0,0.5135767099913632,0.4864232900086369,,29.0,1,,1,0.026936924688488975,0.1886552117322753,0.5818702827687192,1.0671976143874735,-1.1845065348912056,0.5984544514012252,0,0,0,0,0,0 +895,US_LA_22063,22063,Livingston Parish,LA,Louisiana,30.44,-90.73,google,137712.0,1820.0,75.66593406593407,11.832927088394202,4.3394574645477,0.13905106308818405,0.14119321482514233,0.1292334727547345,0.1452524108283955,0.134280237016382,0.12802079702567679,0.10033983966538863,0.05868769606134542,0.023941268734750783,0.25200563494829786,0.6151954804229116,0.13279888462879053,1.0,0.5070799930289299,0.4929200069710701,,29.0,1,,1,0.8302899986109302,0.6459004657423792,0.9623405372303648,0.7783584529157312,-1.2506832135015284,0.28055198138842086,0,0,0,0,0,0 +896,US_LA_22065,22065,Madison Parish,LA,Louisiana,32.37,-91.24,google,11342.0,1685.0,6.731157270029674,9.336356092559043,2.045258562911102,0.13745371186739552,0.1220243343325692,0.16002468700405573,0.13895256568506437,0.12228883794745195,0.11682242990654206,0.1116205254805149,0.05880797037559513,0.032004937400811145,0.23507317933345087,0.6183036501498854,0.14662317051666374,1.0,0.5022923646623171,0.497707635337683,,29.0,1,,1,-1.052872631572911,-0.9551342526149076,0.4056518463431629,0.8806926385222581,-0.9239167196844593,0.046279980306886,0,0,0,0,0,0 +897,US_LA_22067,22067,Morehouse Parish,LA,Louisiana,32.82,-91.8,google,25655.0,2085.0,12.304556354916068,10.15253274137299,2.588106559635921,0.13615279672578445,0.12831806665367373,0.12157474176573767,0.1167413759501072,0.11412979925940363,0.12804521535763008,0.13354122003508087,0.07499512765542779,0.04650165659715455,0.23880725004872347,0.5729253556811538,0.1882673942701228,1.0,0.5183005262132138,0.4816994737867862,,29.0,1,,1,-0.4372308704376756,-0.5763011492919394,0.5284169659128636,-0.6133540888397268,0.06043336494366078,0.8296039463686662,0,0,0,0,0,0 +898,US_LA_22069,22069,Natchitoches Parish,LA,Louisiana,31.73,-93.1,google,39042.0,3365.0,11.602377414561664,10.572418881836954,2.533885479854273,0.12998821781671022,0.15521745812202245,0.17924286665642128,0.10601403616618,0.10053275959223401,0.11267353106910506,0.10780697710158291,0.07066748629680857,0.0378566671789355,0.25416218431432813,0.5834101736591363,0.16242764202653553,1.0,0.5195430561958916,0.4804569438041084,,29.0,1,,1,-0.12051090133888019,-0.6141399919203234,1.0332414550131555,-0.268149224479193,-0.5503443135724878,0.8904044018667773,0,0,0,0,0,0 +899,US_LA_22071,22071,Orleans Parish,LA,Louisiana,29.966667,-90.05,google,391493.0,907.0,431.6350606394708,12.877725468625057,6.069894556558208,0.11614000761188578,0.10908751880621109,0.15454427026792306,0.16602851136546504,0.11784629610235688,0.12968558824806573,0.11840058442935122,0.056647245289187804,0.0316199778795534,0.20341002265685468,0.6491224619597286,0.14746751538341682,1.0,0.5256083761395478,0.4743916238604522,,29.0,1,,1,1.6183810519034776,1.8535071210614447,-0.6353384057851301,1.895379185576348,-0.9039588271814281,1.1871974132686565,0,0,0,0,0,0 +900,US_LA_22073,22073,Ouachita Parish,LA,Louisiana,32.48,-92.16,google,155841.0,1639.0,95.0829774252593,11.956597952469576,4.565212166313844,0.13966157814695748,0.13911615043537964,0.14641846497391572,0.1304213910331684,0.11849898293773782,0.12361958662996259,0.1063648205542829,0.06078631425619702,0.03511271103239841,0.2509544984952612,0.599964065939002,0.1490814355657369,1.0,0.5198182763200955,0.4801817236799045,,29.0,1,,1,0.9235748881885972,0.8034461410986672,0.9277823024831428,0.2768754150624759,-0.8658103800533236,0.9038716896965487,0,0,0,0,0,0 +901,US_LA_22075,22075,Plaquemines Parish,LA,Louisiana,29.39,-89.48,google,23348.0,6290.0,3.7119236883942768,10.058309435627498,1.5500962510556375,0.1401404831248929,0.14125406887099537,0.1295185883159157,0.13495802638341614,0.13054651362001027,0.13679972588658557,0.1006510193592599,0.05555079664211068,0.03058077779681343,0.25314373822168923,0.6103991776597567,0.13645708411855406,1.0,0.4959739592256296,0.5040260407743704,,29.0,1,,1,-0.5083034770522297,-1.3006893184538468,0.9997579819158919,0.6204437377281308,-1.1642138630664354,-0.2628972097231038,0,0,0,0,0,0 +902,US_LA_22077,22077,Pointe Coupee Parish,LA,Louisiana,30.71,-91.6,google,22164.0,1530.0,14.486274509803922,10.006269747179154,2.7399541161282235,0.12082656560187692,0.12434578595921314,0.11469048908139325,0.11410395235517054,0.10557661072008663,0.14776213679841185,0.1397762136798412,0.08536365277025808,0.04755459303374842,0.22030319436924745,0.5768904529868255,0.2028063526439271,1.0,0.5193105937556398,0.48068940624436024,,29.0,1,,1,-0.5475569958729708,-0.4703324777576327,-0.07994125256544807,-0.4828061975501433,0.4040926678612774,0.8790293666961574,0,0,0,0,0,0 +903,US_LA_22079,22079,Rapides Parish,LA,Louisiana,31.2,-92.54,google,131253.0,3527.0,37.21377941593422,11.784889656179956,3.643196168264156,0.13606546136088318,0.13781780225975787,0.13073224992952542,0.12766184391975802,0.1145497626720913,0.13342933113909777,0.1122717195035542,0.06929365424028402,0.03817817497504819,0.24631970316868948,0.5900726078642012,0.1636076889671093,1.0,0.5162091533145909,0.4837908466854091,,29.0,1,,1,0.7940553802697061,0.16000601796664815,0.7754040413751101,-0.048793514070095474,-0.5224513862677144,0.7272672409165909,0,0,0,0,0,0 +904,US_LA_22081,22081,Red River Parish,LA,Louisiana,32.09,-93.33,google,8527.0,1041.0,8.191162343900096,9.051110146405625,2.218242407575444,0.13111293538172863,0.12384191392048786,0.11574997068136507,0.10707165474375513,0.1210273249677495,0.1491732144951331,0.12184824674563152,0.08537586489973027,0.044798874164418905,0.23018646651811894,0.5787146710449161,0.19109886243696494,1.0,0.5165943473671866,0.48340565263281343,,29.0,1,,1,-1.2680335491288954,-0.8344153642809593,0.24499128878507795,-0.42274516943982166,0.12736115656617591,0.7461158596054569,0,0,0,0,0,0 +905,US_LA_22083,22083,Richland Parish,LA,Louisiana,32.42,-91.76,google,20413.0,1462.0,13.962380300957593,9.923976218963444,2.7055390709160916,0.1259001616616862,0.1352569441042473,0.12918238377504532,0.12541027776416988,0.11198745897222358,0.13471807181697937,0.12398961446137266,0.07313966589918189,0.04041542154509381,0.23410571694508403,0.590344388379954,0.17554989467496204,1.0,0.5131533826483123,0.48684661735168766,,29.0,1,,1,-0.6096309754635099,-0.4943494373068474,0.37384456553799134,-0.0398453419346069,-0.2401718732969669,0.5777398645171115,0,0,0,0,0,0 +906,US_LA_22085,22085,Sabine Parish,LA,Louisiana,31.56,-93.56,google,23909.0,2620.0,9.125572519083969,10.082052060452371,2.315064156488702,0.12614496633067046,0.13304613325525952,0.11196620519469656,0.11451754569409009,0.11096239909657452,0.13375716257476264,0.13379898782885105,0.0908862771341336,0.04492032289096156,0.2325818729348781,0.5647120331256013,0.2027060939395207,1.0,0.5066711280271028,0.4933288719728972,,29.0,1,,1,-0.4903944234393885,-0.7668471244951169,0.32374511472862233,-0.8837716492296863,0.40172283946079096,0.2605450771729181,0,0,0,0,0,0 +907,US_LA_22087,22087,St. Bernard Parish,LA,Louisiana,29.89,-89.35,google,46110.0,11929.0,3.865370106463241,10.73880681223516,1.58214278807085,0.1515506397744524,0.13673823465625679,0.14189980481457384,0.15595315549772285,0.11663413576230752,0.1313164172630666,0.09856864020819779,0.04454565170245066,0.02279332032097159,0.2609412274994578,0.622435480373021,0.11662329212752115,1.0,0.5078507915853394,0.4921492084146606,,29.0,1,,1,0.004995456446355532,-1.278325251272106,1.2561161969902508,1.0167300875970509,-1.633027856105461,0.3182693032883586,0,0,0,0,0,0 +908,US_LA_22089,22089,St. Charles Parish,LA,Louisiana,29.91,-90.36,google,52620.0,1062.0,49.548022598870055,10.870870558594627,3.9229238269737667,0.12996959331052832,0.1395477004941087,0.12622576966932725,0.13249714937286203,0.12603572786012923,0.15199543899657925,0.11225769669327253,0.05408589889775751,0.027385024705435197,0.2416077537058153,0.6207924743443557,0.13759977194982898,1.0,0.5096541239072596,0.4903458760927404,,29.0,1,,1,0.1046110941995415,0.35521738039882533,0.6204891821438207,0.9626353313065771,-1.1372039980230135,0.4065113804339886,0,0,0,0,0,0 +909,US_LA_22091,22091,St. Helena Parish,LA,Louisiana,30.82,-90.71,google,10322.0,1060.0,9.737735849056603,9.24212969446559,2.373764252056956,0.1180003875217981,0.11848478976942453,0.13660143383065299,0.11993799651230382,0.11005619066072467,0.13970160821546213,0.13224181360201512,0.08099205580313892,0.04398372408447975,0.21278821933733774,0.5961150939740361,0.19109668668862623,1.0,0.5164696764192986,0.4835303235807014,,29.0,1,,1,-1.1239475707444528,-0.7258825460060316,-0.3270112409784444,0.15015086458542293,0.12730972811179952,0.7400153626157333,0,0,0,0,0,0 +910,US_LA_22093,22093,St. James Parish,LA,Louisiana,30.03,-90.8,google,21380.0,668.0,32.0059880239521,9.97025795616998,3.4966890002767395,0.12525724976613659,0.12436856875584659,0.13372310570626755,0.1264733395696913,0.10650140318054256,0.14883068288119738,0.12408793264733396,0.0714686623012161,0.03928905519176801,0.22475210477081387,0.6024462114125351,0.17280168381665106,1.0,0.5179139382600562,0.4820860617399439,,29.0,1,,1,-0.5747206772533912,0.05776420176286195,0.06632566604680816,0.3585982159077968,-0.30513170078635865,0.8106871202399246,0,0,0,0,0,0 +911,US_LA_22095,22095,St. John the Baptist Parish,LA,Louisiana,30.12,-90.5,google,43328.0,901.0,48.08879023307436,10.676577435769277,3.8936307039095914,0.13300867799113736,0.14014032496307238,0.1319931683899557,0.12848504431314622,0.11805299113737075,0.14554098966026588,0.11562961595273265,0.06035358197932053,0.026795605612998524,0.2451209379615953,0.6099150664697194,0.1449639955686854,1.0,0.512786189069424,0.4872138109305761,,29.0,1,,1,-0.04194414048707366,0.3347748167652184,0.7359922130497936,0.6045047354447158,-0.9631348597589201,0.5597720591815172,0,0,0,0,0,0 +912,US_LA_22097,22097,St. Landry Parish,LA,Louisiana,30.6,-92.0,google,83535.0,2432.0,34.34827302631579,11.333032955650333,3.5652495375796396,0.15194828514993716,0.14201233016101036,0.12601903393787037,0.12010534506494285,0.10872089543305201,0.13192075178069074,0.1154486143532651,0.06710959478063087,0.03671514933860059,0.26555814927874544,0.5728927994253905,0.161549051295864,1.0,0.5171245585682648,0.4828754414317352,,29.0,1,,1,0.4532200288797066,0.10561000992398896,1.4079068291172654,-0.6144259794417805,-0.5711116801395779,0.7720605715924309,0,0,0,0,0,0 +913,US_LA_22099,22099,St. Martin Parish,LA,Louisiana,30.13,-91.61,google,54066.0,2115.0,25.563120567375886,10.897979297204449,3.2795238089482397,0.13733214959493953,0.13069211704213368,0.1345022749972256,0.1278437465320164,0.11879924536677394,0.14090186068878777,0.11510006288610217,0.06471719749935265,0.030111345392668222,0.24188584322864645,0.6057355824362816,0.15237857433507196,1.0,0.5082121851070913,0.4917878148929087,,29.0,1,,1,0.12505920626469103,-0.09378717884655349,0.6296319370953574,0.46689831996953385,-0.7878754701402517,0.3359532956611043,0,0,0,0,0,0 +914,US_LA_22101,22101,St. Mary Parish,LA,Louisiana,29.64,-91.47,google,50708.0,2898.0,17.497584541062803,10.833858688618287,2.9176401582119253,0.13609292419342114,0.12775104519996844,0.1295653545791591,0.11838368699219058,0.11601719649759407,0.1465449238778891,0.11686518892482449,0.07050169598485446,0.0382779837500986,0.23829376035339594,0.5944939654492387,0.1672122741973653,0.9999999999999999,0.5068233809260866,0.4931766190739134,,29.0,1,,1,0.07669305360348389,-0.3463321035352574,0.5115349546571955,0.09677640890208813,-0.43724932325274346,0.26799523591208385,0,0,0,0,0,0 +915,US_LA_22103,22103,St. Tammany Parish,LA,Louisiana,30.4,-89.96,google,255921.0,2212.0,115.69665461121157,12.452627989535033,4.759577872311022,0.1250503084936367,0.1382340644183166,0.11014727200972176,0.12456578397239773,0.12737915216023696,0.14269247150487846,0.12616002594550663,0.07176824098061511,0.03400268051469008,0.23563756002829,0.5955115055036515,0.1688509344680585,1.0,0.5138851442437314,0.48611485575626856,,29.0,1,,1,1.2977301718992038,0.9390866224612541,0.4242070020346102,0.13027816136003278,-0.3985160913480526,0.6135469991036111,0,0,0,0,0,0 +916,US_LA_22105,22105,Tangipahoa Parish,LA,Louisiana,30.62665,-90.40568,google,132353.0,2132.0,62.079268292682926,11.793235430092388,4.144392162355445,0.14221815901415155,0.13498749556111309,0.1490257115441282,0.13479860675617478,0.113484394006936,0.12461372239390116,0.11186750583666408,0.060346195401690936,0.02865820948524023,0.25020815546304204,0.6048536867316948,0.1449381578052632,1.0,0.5155984375118056,0.48440156248819444,35.0,35.0,0,,1,0.8003505946169337,0.5097717626321704,0.9032447672898092,0.43786255723895534,-0.9637455904273989,0.6973832143684174,0,0,0,0,0,0 +917,US_LA_22109,22109,Terrebonne Parish,LA,Louisiana,29.34,-90.84,google,111823.0,5387.0,20.75793577130128,11.624681485716911,3.079978554036692,0.14246621893528166,0.135133201577493,0.133881223004212,0.13678760183504288,0.11647872083560627,0.1373331067848296,0.10606941326918434,0.06131117927438899,0.03053933448396126,0.2505727801972761,0.6045419994097815,0.1448852203929424,0.9999999999999999,0.5063448485553061,0.49365515144469385,,29.0,1,,1,0.6732104132451633,-0.23304227166737992,0.9152325421632812,0.42760048307515625,-0.9649968791200747,0.244579313141884,0,0,0,0,0,0 +918,US_LA_22111,22111,Union Parish,LA,Louisiana,32.83,-92.38,google,22398.0,2345.0,9.551385927505331,10.016771593989466,2.3562572188301667,0.11920707206000536,0.12393963746763104,0.11594785248682918,0.112420751852844,0.11179569604428967,0.14291454594160194,0.13996785427270292,0.08665952317171176,0.04714706670238414,0.2183587820341102,0.5778507009554424,0.20379051701044737,1.0,0.5034378069470489,0.4965621930529512,,29.0,1,,1,-0.5396354564919208,-0.7381000429246857,-0.14386773682821333,-0.45119074457280217,0.4273554925739541,0.10232966412087238,0,0,0,0,0,0 +919,US_LA_22113,22113,Vermilion Parish,LA,Louisiana,29.81,-92.31,google,59936.0,3984.0,15.04417670682731,11.001049289568058,2.7753459617356673,0.13886478910838226,0.14210157501334758,0.12171316070475173,0.1295214895888948,0.11819273892151629,0.13834757074212492,0.11071809930592633,0.0625,0.03804057661505606,0.2525460491190603,0.5915543246129205,0.15589962626801923,1.0,0.5160170848905499,0.4839829151094501,,29.0,1,,1,0.20280486550541832,-0.44563384612467505,0.9801077450176896,-9.08783241924626e-06,-0.7046478948420385,0.7178687975540138,0,0,0,0,0,0 +920,US_LA_22115,22115,Vernon Parish,LA,Louisiana,31.11,-93.19,google,49789.0,3474.0,14.33189407023604,10.815569439636228,2.729935238430786,0.15409026090100222,0.12354134447367893,0.2142842796601659,0.14503203518849545,0.10675048705537368,0.09590471790957843,0.08172487898933499,0.05346562493723513,0.02520637088513527,0.25292333647994536,0.6275422282030167,0.1195344353170379,1.0,0.47000341440880516,0.5299965855911949,,29.0,1,,1,0.0628974794841826,-0.4773242739009968,0.9925118293275413,1.1848659766205005,-1.5642167753195604,-1.5337083582750501,0,0,0,0,0,0 +921,US_LA_22117,22117,Washington Parish,LA,Louisiana,30.85,-90.04,google,46649.0,676.0,69.00739644970415,10.75042820627549,4.2486009000345595,0.1291774743295676,0.13535124011232824,0.11978820553495252,0.1211601534866771,0.11530793800510193,0.13406503890758645,0.12759115951038608,0.07794379300735278,0.03961499710604729,0.23745846641943022,0.5811871637119767,0.1813543698685931,1.0,0.5054556367767797,0.4945443632232202,,29.0,1,,1,0.013761469911985565,0.5824951027320326,0.48407297884090145,-0.3413401800964328,-0.102970717095851,0.20106770221707163,0,0,0,0,0,0 +922,US_LA_22119,22119,Webster Parish,LA,Louisiana,32.7,-93.33,google,39264.0,615.0,63.84390243902439,10.578088815808975,4.171982880729191,0.12571312143439284,0.12387938060309699,0.12286063569682151,0.1173339445802771,0.11336083944580277,0.13829462102689485,0.12352281988590057,0.08613488182559087,0.0488997555012225,0.22481662591687043,0.5783873268133659,0.19679604726976366,1.0,0.5139568052159739,0.4860431947840261,,29.0,1,,1,-0.11623407212411656,0.5290262823642096,0.06844692909038455,-0.4335227357541626,0.2620262761637442,0.6170535702242428,0,0,0,0,0,0 +923,US_LA_22121,22121,West Baton Rouge Parish,LA,Louisiana,30.46,-91.31,google,26184.0,204.0,128.35294117647058,10.172942006713589,4.862544646498545,0.1392071494042163,0.1245798961197678,0.13989459211732355,0.14997708524289644,0.11270241368774825,0.1392835319278949,0.1085777574091048,0.05575924228536511,0.03001833180568286,0.23887106630003058,0.6210624809043691,0.14006645279560037,1.0,0.5058814543232508,0.4941185456767492,,29.0,1,,1,-0.42183616871958407,1.0109432431726837,0.5305150541172899,0.9715250972635651,-1.0788987330801425,0.2219041416957664,0,0,0,0,0,0 +924,US_LA_22125,22125,West Feliciana Parish,LA,Louisiana,30.87,-91.42,google,15371.0,426.0,36.082159624413144,9.640302951684735,3.6131359812997266,0.08542059722854727,0.09264198815952118,0.09914774575499317,0.17513499447010605,0.17968902478693644,0.161212673215796,0.11209420336998244,0.06414676989135384,0.030512003122763646,0.15953418775616418,0.6897599375447271,0.1507058746991087,0.9999999999999999,0.3473423980222497,0.6526576019777504,,29.0,1,,1,-0.823605621893589,0.13902814942350206,-2.0778451306237598,3.2333379633760595,-0.8274132950728414,-7.535853797124874,0,0,0,0,0,0 +925,US_LA_22127,22127,Winn Parish,LA,Louisiana,31.95,-92.64,google,14350.0,957.0,14.994775339602926,9.571574905170932,2.772262127638753,0.11275261324041812,0.11874564459930313,0.13052264808362368,0.1259233449477352,0.1262020905923345,0.13721254355400697,0.12278745644599304,0.08034843205574912,0.045505226480836235,0.2077491289198606,0.6050034843205574,0.18724738675958189,0.9999999999999999,0.46710801393728224,0.5328919860627178,,29.0,1,,1,-0.8754471633743808,-0.44778593740642564,-0.4926815200907005,0.4427945318763244,0.03632331104359596,-1.6753883740269804,0,0,0,0,0,0 +926,US_ME_23001,23001,Androscoggin County,ME,Maine,44.135071,-70.217667,google,107399.0,1288.0,83.38431677018633,11.584315461056901,4.4353815640767325,0.1227758172794905,0.12134191193586533,0.12055047067477351,0.12345552565666347,0.12248717399603348,0.148744401716962,0.12555982830380172,0.07124833564558329,0.04383653479082673,0.21984934682818275,0.6022858685835064,0.17786478458831087,1.0,0.5101257926051453,0.4898742073948547,,201.5,1,,1,0.6427623349427152,0.7128422699440915,-0.09486240749091258,0.35331904705028716,-0.18545451091797838,0.42959144455755127,0,0,0,0,0,0 +927,US_ME_23003,23003,Aroostook County,ME,Maine,46.637363,-68.261665,google,67609.0,17686.0,3.8227411511930343,11.121511180084724,1.5733424699789396,0.09704329305270008,0.1094676744220444,0.10264905559910663,0.09945421467556094,0.11565028324631337,0.15746424292623762,0.1592687364108329,0.09803428537620731,0.06096821429099676,0.18461743259033558,0.5767456995370438,0.2386368678726205,0.9999999999999999,0.5056131580115073,0.49438684198849264,,201.5,1,,1,0.29366922744854645,-1.284466660714716,-1.253182775230116,-0.4875720976451709,1.2510233468057714,0.20877565530921374,0,0,0,0,0,0 +928,US_ME_23005,23005,Cumberland County,ME,Maine,43.784477,-70.32798,google,292181.0,3152.0,92.69701776649747,12.585132174758566,4.5400663612725305,0.09931515054024731,0.11486715426396651,0.12947796057923,0.13008717199270314,0.12782829821240943,0.14893507791403274,0.1315930878462323,0.07409448252966483,0.04380161612151372,0.19120887395142055,0.6250984834742848,0.1836926425742947,1.0,0.5146227851913711,0.4853772148086289,,201.5,1,,1,1.3976780325337232,0.7858978339909148,-1.036475822273765,1.1044074918489777,-0.04770065252777697,0.6496418267824503,0,0,0,0,0,0 +929,US_ME_23007,23007,Franklin County,ME,Maine,44.879196,-70.387917,google,29799.0,4518.0,6.595617529880478,10.302263672493496,2.0275714401658345,0.09278834860230209,0.12010470150005034,0.11856102553776972,0.10010403033658848,0.1103392731299708,0.15933420584583374,0.1564146447867378,0.09470116446860632,0.04765260579214067,0.1888721098023424,0.5905667975435417,0.22056109265411591,1.0,0.5073324608208329,0.4926675391791671,,201.5,1,,1,-0.324288881389837,-0.9674774272031352,-1.1133016651787855,-0.0325226849929156,0.8237638312630916,0.29290593417853733,0,0,0,0,0,0 +930,US_ME_23009,23009,Hancock County,ME,Maine,44.512741,-68.41571,google,54539.0,6089.0,8.956971588109706,10.90668965639958,2.2982729679429736,0.09065072700269532,0.10097361521113332,0.10278883001155137,0.10552081996369571,0.11617374722675516,0.1554300592236748,0.17162030840316103,0.1033755661086562,0.053466326848677095,0.171429619171602,0.5859183336694842,0.2426520471589138,1.0,0.5150259447367939,0.48497405526320614,,201.5,1,,1,0.13162942716332085,-0.7785650604617922,-1.6867587877549728,-0.18556991428183328,1.3459306764190793,0.6693695471126193,0,0,0,0,0,0 +931,US_ME_23011,23011,Kennebec County,ME,Maine,44.39996,-69.784554,google,121913.0,10607.0,11.493636277929669,11.711071157111068,2.525219416908362,0.10281102097397324,0.11609918548473092,0.11726395052209362,0.11595974178307482,0.12094690475995176,0.15665269495459877,0.14337273301452674,0.07962235364563254,0.04727141486141757,0.195690369361758,0.6057294956239285,0.19858013501431349,1.0,0.5118158030726829,0.488184196927317,,201.5,1,,1,0.7383741122045497,-0.6201877097698855,-0.8891376056591459,0.4666979161821596,0.30419699671141065,0.5122883674932965,0,0,0,0,0,0 +932,US_ME_23013,23013,Knox County,ME,Maine,44.119938,-69.127899,google,39759.0,2958.0,13.441176470588236,10.590616660770511,2.6700836031783592,0.09346311526949873,0.10543524736537639,0.09809099826454387,0.10845343192736236,0.11672828793480722,0.1470358912447496,0.1696471239216278,0.10299554817777107,0.058150355894262935,0.17781131316179985,0.5762192208053523,0.24596946603284792,1.0,0.5063004602731457,0.4936995397268543,,201.5,1,,1,-0.1067843230452168,-0.5190924684203274,-1.476947703417571,-0.5049060198500135,1.4243449498759768,0.24240727076724547,0,0,0,0,0,0 +933,US_ME_23015,23015,Lincoln County,ME,Maine,44.013474,-69.541817,google,34215.0,1812.0,18.882450331125828,10.440448649906745,2.989837449725868,0.08747625310536314,0.0977933654829753,0.09568902528130936,0.09568902528130936,0.11129621511033172,0.15396755808855764,0.17372497442642115,0.12053193043986556,0.06383165278386672,0.1657109454917434,0.5630629840713137,0.27122607043694286,1.0,0.5103609527984801,0.4896390472015198,,201.5,1,,1,-0.22005600119073854,-0.29594834203893444,-1.874771739736973,-0.9380653676618618,2.021338684944091,0.4410984883062793,0,0,0,0,0,0 +934,US_ME_23017,23017,Oxford County,ME,Maine,44.324516,-70.705177,google,57534.0,5634.0,10.211927582534612,10.960148737257558,2.4169781743568355,0.09455278617860743,0.11349810546807106,0.09875899468140578,0.10821427329926651,0.12095456599575903,0.16769214725205966,0.15814996349984356,0.08803490110195711,0.05014426252302986,0.18535127055306427,0.597394584072027,0.21725414537490875,0.9999999999999999,0.505422880383773,0.4945771196162269,,201.5,1,,1,0.17195359318289918,-0.6957251826365586,-1.2290563694631602,0.19227712816530623,0.7455970762907909,0.19946484060161937,0,0,0,0,0,0 +935,US_ME_23019,23019,Penobscot County,ME,Maine,45.171928,-68.722466,google,151645.0,9210.0,16.465255157437568,11.929304136243967,2.860213487796368,0.09569718751030366,0.12150087375119523,0.14246430808796862,0.11831580335652346,0.11892248343169903,0.1509314517458538,0.13354874872234496,0.07375778957433479,0.044861353819776455,0.19289788651125986,0.6217085957334564,0.18539351775528373,1.0,0.5049622473540176,0.4950377526459824,,201.5,1,,1,0.9029871721425022,-0.38640800673152353,-0.9809461216670476,0.9927979493440473,-0.007496838470386991,0.17692478248065113,0,0,0,0,0,0 +936,US_ME_23023,23023,Sagadahoc County,ME,Maine,43.949341,-69.8573,google,35436.0,959.0,36.95099061522419,10.475511751023127,3.63629560666892,0.10077322496895812,0.1079692967603567,0.10051924596455582,0.11714076080821763,0.1213173044361666,0.15718478383564735,0.15029913082740715,0.09625804266847274,0.04853820973021786,0.18714866237724348,0.5929055198103623,0.21994581781239417,1.0,0.5132351281182977,0.4867648718817022,,201.5,1,,1,-0.19360791626510254,0.15519037679348982,-1.1699634815576205,0.04447801302493651,0.8092204975680303,0.5817398982219791,0,0,0,0,0,0 +937,US_ME_23025,23025,Somerset County,ME,Maine,45.132915,-69.853996,google,50351.0,10607.0,4.746959555010842,10.826793619304189,1.7486709419179003,0.0971380906039602,0.11584675577446327,0.10289765843776688,0.10738614923238864,0.12903418005600684,0.16377033226748228,0.1513177493992175,0.08893567158547,0.043673412643244425,0.18981549522353083,0.601916545848146,0.20826795892832317,1.0,0.5030684594149073,0.49693154058509265,,201.5,1,,1,0.07136387428746853,-1.1621115456065354,-1.082285963317859,0.34115936959731946,0.5331893858137687,0.08425645984863901,0,0,0,0,0,0 +938,US_ME_23027,23027,Waldo County,ME,Maine,44.474743,-69.117981,google,39772.0,853.0,46.626025791324736,10.590943569100782,3.8633793721403595,0.09883837875892587,0.11246605652217641,0.10366589560494821,0.1106808810218244,0.12109021422106005,0.15063361158604044,0.16448757920144824,0.093080559187368,0.04505682389620839,0.188811223976667,0.5908076033390325,0.22038117268430052,1.0,0.5061852559589661,0.49381474404103387,,201.5,1,,1,-0.10653773620587242,0.3136635554859395,-1.1153034097195538,-0.02459433257476273,0.8195110388815464,0.23677000255230177,0,0,0,0,0,0 +939,US_ME_23029,23029,Washington County,ME,Maine,44.940006,-67.550331,google,31374.0,8430.0,3.7217081850533806,10.353766676434086,1.5521706377391515,0.1008159622617454,0.11273666092943202,0.09772423025435073,0.09899917128832791,0.11155734047300313,0.15496908267992604,0.16564671383948493,0.10617071460444955,0.0513801236692803,0.191005291005291,0.5686205138012368,0.2403741951934723,1.0000000000000002,0.5085102314017976,0.4914897685982023,,201.5,1,,1,-0.28544018350584754,-1.2992416823760706,-1.043169022973399,-0.7550878185402238,1.292088784966692,0.3505375316395505,0,0,0,0,0,0 +940,US_ME_23031,23031,York County,ME,Maine,43.445782,-70.663216,google,204282.0,1270.0,160.851968503937,12.227261566379221,5.086682142818754,0.09856472914892159,0.11289296169021255,0.11329926278379887,0.11719094193320997,0.1223455811084677,0.1596665393916253,0.14532362126863846,0.08249380757971823,0.04822255509540733,0.18887909850109166,0.6077427281894635,0.2033781733094448,1.0,0.5127617704937293,0.48723822950627077,,201.5,1,,1,1.127736357626259,1.167360331960557,-1.1130718975865217,0.5329821069207232,0.41760886938364816,0.5585771902080923,0,0,0,0,0,0 +941,US_MD_24001,24001,Allegany County,MD,Maryland,39.63,-78.69,google,71352.0,1113.0,64.1078167115903,11.17539466827194,4.176044614381072,0.09308779011099899,0.11797847292297342,0.15220316178943827,0.12038905706917816,0.11866520910415966,0.1333529543670815,0.12296782150465299,0.08780412602309676,0.053551407108420226,0.18747056844937776,0.6096899876667787,0.20283944388384348,1.0,0.47986041035990584,0.5201395896400942,,141.0,1,,1,0.33431352376833645,0.5318608127916906,-1.1593801690150531,0.5970941826051035,0.4048748499234278,-1.0513780708574674,0,0,0,0,0,0 +942,US_MD_24003,24003,Anne Arundel County,MD,Maryland,39.0,-76.6,google,571339.0,1523.0,375.14051214707814,13.25573975801511,5.929962776099324,0.1244690105173986,0.12173683224845494,0.13440881858231277,0.14189474200080862,0.1282215987356018,0.14488071005130054,0.10846975263372534,0.06382200409914254,0.032096531131254824,0.22185847631616254,0.6279881121365773,0.15015341154726003,0.9999999999999999,0.5048456345532162,0.49515436544678376,,141.0,1,,1,1.903517098361758,1.7558540193376124,-0.028808216065444463,1.1995463748046706,-0.8404719404565483,0.1712185930892628,0,0,0,0,0,0 +943,US_MD_24005,24005,Baltimore County,MD,Maryland,39.4,-76.6,google,828645.0,1766.0,469.2214043035108,13.627548322411577,6.153203656770251,0.11921269059730041,0.12383107362018718,0.13168365222743153,0.13153642392097942,0.12086478528199651,0.13935883279329508,0.11952524905116184,0.06659546609223492,0.04739182641541311,0.21827754949345016,0.6079725334733209,0.17374991703322895,1.0,0.5259900198516856,0.4740099801483144,,141.0,1,,1,2.183972168624843,1.9116453939459093,-0.1465384207352671,0.5405482756429575,-0.28271818546880856,1.2058723039026507,0,0,0,0,0,0 +944,US_MD_24009,24009,Calvert County,MD,Maryland,38.53,-76.53,google,91435.0,894.0,102.27628635346755,11.42339455297994,4.637407788818597,0.11601684256575709,0.14187127467599933,0.11501066331273582,0.11952753322032045,0.12797068956089025,0.16988024279542846,0.11299830480669328,0.06443921911740581,0.03228522994476951,0.22951386230655654,0.6172625362279215,0.15322360146552197,1.0,0.5051019850166785,0.4948980149833215,,141.0,1,,1,0.5213797501849321,0.853828737856546,0.22287806631239798,0.8464147339396382,-0.7679014508789986,0.18376253582138774,0,0,0,0,0,0 +945,US_MD_24011,24011,Caroline County,MD,Maryland,38.8667,-75.8167,google,33096.0,844.0,39.21327014218009,10.407197922816518,3.69419704419226,0.1262992506647329,0.13225163161711384,0.12055837563451777,0.12104181774232535,0.12364031907179115,0.14974619289340102,0.11817138022721779,0.07185158327290307,0.0364394488759971,0.232100555958424,0.600522721779067,0.16737672226250908,1.0,0.5088530335992265,0.4911469664007735,,141.0,1,,1,-0.24513701302145166,0.1955976020133835,0.3079208466118896,0.2952687447224497,-0.43336224235049114,0.36731179869144964,0,0,0,0,0,0 +946,US_MD_24013,24013,Carroll County,MD,Maryland,39.57,-77.02,google,167547.0,1172.0,142.95819112627987,12.02902515635891,4.969522918018523,0.10946182265274819,0.13379529326099543,0.11671351919162981,0.11391430464287633,0.12751645806848227,0.168131927160737,0.11899944493186987,0.0718007484467045,0.03966648164395662,0.21649805726154456,0.6125349901818594,0.17096695255659605,1.0,0.5047538899532669,0.49524611004673313,,141.0,1,,1,0.9782067027857524,1.0855993362826382,-0.20504282337813354,0.6907637827246453,-0.34849948888098,0.16672927408354443,0,0,0,0,0,0 +947,US_MD_24015,24015,Cecil County,MD,Maryland,39.57,-75.95,google,102394.0,1082.0,94.63401109057301,11.536593162270412,4.5605285213338975,0.11885462038791335,0.1314530148250874,0.12357169365392504,0.11988007109791589,0.12765396409945895,0.15833935582163017,0.1217454147703967,0.06700587925073735,0.031495986092935135,0.22401703224798328,0.6166083950231459,0.15937457272887084,1.0,0.5029982225521027,0.49700177744789736,,141.0,1,,1,0.6067654216359815,0.8001776022566316,0.0421586716220358,0.8248776193858725,-0.62251012075198,0.08081957437238269,0,0,0,0,0,0 +948,US_MD_24017,24017,Charles County,MD,Maryland,38.48,-77.01,google,159450.0,1666.0,95.70828331332532,11.97949194397702,4.571699058700941,0.12700533082470994,0.1391909689557855,0.128447789275635,0.127826904985889,0.14308560677328316,0.15682659140796487,0.09885857635622453,0.05366572593289432,0.025092505487613673,0.23835810598933832,0.6334543744120414,0.12818751959862026,1.0,0.5177296958294136,0.4822703041705864,,141.0,1,,1,0.9408438179865035,0.8079730981635407,0.5136504474511442,1.3795190106027582,-1.359682665251958,0.8016716245486234,0,0,0,0,0,0 +949,US_MD_24019,24019,Dorchester County,MD,Maryland,38.42,-76.08,google,32105.0,2546.0,12.609976433621366,10.376798207539359,2.610803085113115,0.11608783678554742,0.11372060426724809,0.11714686185952344,0.10618283756424234,0.11107304158230805,0.150661890671235,0.14240772465348076,0.09278928515807507,0.04992991745833982,0.2070643201993459,0.5790126148574989,0.21392306494315527,1.0,0.5243420028033017,0.4756579971966983,,141.0,1,,1,-0.26806750763733767,-0.5604621018365744,-0.5151959904547747,-0.4129355901390012,0.666859882765188,1.1252302360191464,0,0,0,0,0,0 +950,US_MD_24021,24021,Frederick County,MD,Maryland,39.47,-77.4,google,250622.0,1728.0,145.03587962962962,12.431705096961254,4.983852342404408,0.12248326164502717,0.1362091117300157,0.12090718292887297,0.1309741363487643,0.13552680929846542,0.15240082674306327,0.10805914883769183,0.05987104085036429,0.033568481617735076,0.23145055102903977,0.6210803520840149,0.1474690968869453,1.0,0.5076130587099297,0.4923869412900703,269.0,269.0,0,,1,1.281948041338518,1.0955993000693487,0.2865506212033644,0.972113492613732,-0.9039214449710811,0.30663637103457375,0,0,0,0,0,0 +951,US_MD_24023,24023,Garrett County,MD,Maryland,39.283333,-79.366667,google,29242.0,1699.0,17.211300765155976,10.283395507779986,2.902042322553381,0.09667601395253403,0.11223582518295602,0.11397989193625607,0.10611449285274605,0.12160590930852883,0.15358046645236303,0.1459886464674099,0.09811230421995759,0.05170644962724848,0.18646467409889886,0.5907222488201902,0.22281307708091103,1.0,0.5068736748512414,0.49312632514875865,,141.0,1,,1,-0.33852113144317425,-0.35721724361737756,-1.1924509782276242,-0.027404566873668417,0.8769942882460448,0.27045625785990635,0,0,0,0,0,0 +952,US_MD_24025,24025,Harford County,MD,Maryland,39.54,-76.3,google,251858.0,1364.0,184.6466275659824,12.436624686092175,5.223845014909925,0.11657362482033527,0.1304901968569591,0.12024235878947662,0.12580501711281755,0.12878288559426343,0.15495239380920994,0.11830475903088249,0.06922154547403696,0.03562721851201868,0.22096578230590253,0.6150330741926006,0.1640011435014969,0.9999999999999999,0.5112523723685569,0.48874762763144314,,141.0,1,,1,1.2856588857017124,1.263081117168373,-0.058157335368538794,0.7730113480996476,-0.5131512488341391,0.4847181326256801,0,0,0,0,0,0 +953,US_MD_24027,24027,Howard County,MD,Maryland,39.25,-76.93,google,319251.0,657.0,485.92237442922374,12.673736038558014,6.188104714955251,0.12736373574397575,0.1407857767086086,0.11529799436806776,0.13500349254974925,0.14191654842114826,0.1472603061540919,0.10483287444675193,0.059345154752843375,0.02819411685476318,0.23999235711086261,0.620051934058155,0.13995570883098252,1.0,0.5106076410097384,0.48939235899026157,,141.0,1,,1,1.4645118960510717,1.9360015235830261,0.5673797551260795,0.9382535910047175,-1.0815164029781097,0.4531696301053637,0,0,0,0,0,0 +954,US_MD_24029,24029,Kent County,MD,Maryland,39.23,-76.1,google,19442.0,1073.0,18.1192917054986,9.875242387095826,2.9506978622455877,0.08373624112745602,0.11675753523300073,0.1295648595823475,0.09582347495113672,0.09114288653430717,0.14098343791790968,0.1516304906902582,0.11871206665980866,0.07164900730377533,0.1771422693138566,0.5566814113774303,0.2661763193087131,1.0,0.5217055858450776,0.47829441415492235,19.0,19.0,0,,1,-0.6463908878200425,-0.32326238110216,-1.498943871742447,-1.1481739208885338,1.9019770423822935,0.996223005467247,0,0,0,0,0,0 +955,US_MD_24031,24031,Montgomery County,MD,Maryland,39.136389,-77.204167,google,1046822.0,491.0,2132.020366598778,13.8612704211201,7.66529426676087,0.1281984902877471,0.12679041900151125,0.11794650857547892,0.13844760618328616,0.1372611580574348,0.14007825590214956,0.11049347453530782,0.06129886456341193,0.03948522289367247,0.2296308254889561,0.6143383497863056,0.1560308247247383,1.0,0.516808970388471,0.483191029611529,141.0,141.0,0,,1,2.3602686660488197,2.9668762905216326,0.22672346726150322,0.7501380617014856,-0.7015467393795412,0.7566179622801535,0,0,0,0,0,0 +956,US_MD_24033,24033,Prince George's County,MD,Maryland,38.83,-76.85,google,909705.0,1291.0,704.6514329976762,13.720876749369364,6.55912139460645,0.1289912663995471,0.1238236571196157,0.1444874986946318,0.14144255555372345,0.13311677961536983,0.14130075134246817,0.1068269384031087,0.054098856222621616,0.02591169664891366,0.2280501920952397,0.6385257858316706,0.13342402207308962,1.0,0.5186307649182977,0.4813692350817023,167.0,167.0,0,,1,2.254369768482383,2.194920044024941,0.17475695072452546,1.5464914744934877,-1.2359067561507318,0.8457634467204724,0,0,0,0,0,0 +957,US_MD_24035,24035,Queen Anne's County,MD,Maryland,39.03,-76.08,google,49586.0,1370.0,36.1941605839416,10.811483981585463,3.616151775407507,0.10934537974428266,0.12848384624692455,0.10515064736014197,0.1052918162384544,0.12584197152422055,0.1700076634533941,0.1298955350300488,0.08770620739724923,0.03827693300528375,0.21213245674182227,0.5969366353406204,0.19093090791755737,1.0,0.5034888879925785,0.49651111200742143,,141.0,1,,1,0.05981581990341387,0.1411327581679877,-0.3485707612945768,0.17719950545013263,0.12339119313568253,0.10482920206266819,0,0,0,0,0,0 +958,US_MD_24037,24037,St. Mary's County,MD,Maryland,38.252222,-76.563611,google,112487.0,1582.0,71.10429835651074,11.630601828270652,4.278113659109061,0.13269088872491933,0.13879826113239752,0.1370291678149475,0.13427329380283945,0.12750806759892255,0.14807933361188405,0.09792242659151724,0.05542862730804449,0.028269933414527902,0.24372949763083734,0.6236107283508318,0.132659774018331,1.0000000000000002,0.5002089130299501,0.49979108697004987,,141.0,1,,1,0.6776761255656589,0.603090942037458,0.6902458007279979,1.0554242565966565,-1.2539713895998312,-0.055669115507442364,0,0,0,0,0,0 +959,US_MD_24039,24039,Somerset County,MD,Maryland,38.08,-75.86,google,25896.0,1582.0,16.369152970922883,10.161882410862972,2.8546958151562944,0.09897281433426011,0.1230691998764288,0.1922690763052209,0.11893728761198641,0.11075069508804448,0.13113994439295645,0.11920759962928637,0.06676706827309237,0.03888631448872413,0.19742817423540315,0.6373146431881372,0.1652571825764597,1.0,0.4617701575532901,0.5382298424467099,,141.0,1,,1,-0.4301784180069311,-0.39025858196063123,-0.832003759149685,1.5066155002171415,-0.4834620852887828,-1.9365845657122591,0,0,0,0,0,0 +960,US_MD_24041,24041,Talbot County,MD,Maryland,38.75,-76.18,google,37033.0,1235.0,29.986234817813767,10.519591688597762,3.4335430677359806,0.09723759889827992,0.10325925525882321,0.09394323981313964,0.09426727513298949,0.10282720816569006,0.1423595171873734,0.15675208597737153,0.13158534280236545,0.07776847676396727,0.1798450031053385,0.532425134339643,0.2877298625550185,1.0,0.5265843976993493,0.4734156023006508,,141.0,1,,1,-0.16035843474830705,0.013697041653648294,-1.4100860373904476,-1.9467938723559326,2.4114410257702485,1.2349568687660726,0,0,0,0,0,0 +961,US_MD_24043,24043,Washington County,MD,Maryland,39.6,-77.81,google,150169.0,467.0,321.5610278372591,11.919523264674327,5.776292351937311,0.11768740552311063,0.12374724477089147,0.1257649714654822,0.12555187821720862,0.13199128981347683,0.1441109683090385,0.11618243445717824,0.07062709347468518,0.04433671396892834,0.2166852013398238,0.6102597739879736,0.17305502467220266,1.0,0.4913863713549401,0.5086136286450599,,141.0,1,,1,0.8956094641336767,1.6486132373406535,-0.19889008367431793,0.6158539751103815,-0.29914344911240937,-0.48738067174339444,0,0,0,0,0,0 +962,US_MD_24045,24045,Wicomico County,MD,Maryland,38.37,-75.63,google,102252.0,400.0,255.63,11.535205413327944,5.547635358831709,0.12057465868638266,0.1499628369127254,0.1630285960176818,0.11133278566678402,0.10902476235183664,0.12787035950397058,0.113797285138677,0.06717717012870164,0.03723154559324023,0.240544928216563,0.5981477134921567,0.16130735829128037,1.0,0.5258381254156398,0.4741618745843602,,141.0,1,,1,0.6057186430933752,1.489042162532755,0.5855466467129515,0.21707335637525332,-0.576824610002898,1.1984396857542259,0,0,0,0,0,0 +963,US_MD_24047,24047,Worcester County,MD,Maryland,38.23,-75.28,google,51659.0,695.0,74.3294964028777,10.852439066649831,4.321871776601898,0.09185233937939179,0.09963413925937398,0.1008343173503165,0.09520122340734431,0.10666098840473102,0.15064170812443137,0.16274027758957782,0.12398613987882073,0.0684488666060125,0.17155965078689098,0.554635203933487,0.27380514527962213,1.0,0.5137923691902669,0.48620763080973306,,141.0,1,,1,0.09070822626312915,0.6336280786675962,-1.6824837356694557,-1.215543785069609,2.082300621818775,0.6090072571350941,0,0,0,0,0,0 +964,US_MD_24510,24510,Baltimore,MD,Maryland,39.286389,-76.615,google,610481.0,238.0,2565.046218487395,13.32200408806875,7.850121556894662,0.12271307378935627,0.11124179130882042,0.17152704179163644,0.15849305711398062,0.11096168431122344,0.12998930351640756,0.10764135165549787,0.05482070695074867,0.03261198956232872,0.2117065068364126,0.6470401208227611,0.14125337234082633,1.0,0.5301753862937585,0.46982461370624146,10.0,10.0,0,,1,1.9535002593771484,3.09586027189875,-0.3625747250798485,1.8268196463217108,-1.050843357100349,1.4106739502630217,0,0,0,0,0,0 +965,US_MA_25001,25001,Barnstable County,MA,Massachusetts,41.698997,-70.301811,google,213581.0,3382.0,63.15227675931401,12.271776112854369,4.161259581613672,0.07757244324167412,0.09422654636882494,0.09779896151811257,0.0876482458645666,0.09848722498724137,0.1564371362621207,0.18201993623028265,0.12971659464090907,0.07609291088626798,0.15295368033673407,0.5502268460209475,0.29681947364231837,1.0,0.5217364840505476,0.47826351594945243,,201.5,1,,1,1.1613136644849156,0.5215428971324287,-2.294192608155841,-1.360685703455463,2.6262933783075475,0.9977349407869888,0,0,0,0,0,0 +966,US_MA_25003,25003,Berkshire County,MA,Massachusetts,42.39613,-73.209892,google,126353.0,2451.0,51.5516115871073,11.746842770407833,3.9617957645426745,0.08637705475928549,0.11228067398478865,0.12092312806185844,0.10543477400615735,0.11152881213742452,0.156134005524206,0.1523351246112083,0.09341289878356668,0.061573528131504594,0.1762015939471164,0.5926444168322081,0.2311539892206754,1.0,0.5170435209294595,0.48295647907054046,,201.5,1,,1,0.7653566276203874,0.38234463670308116,-1.5298704750876388,0.03588139090454092,1.074149543660568,0.7680951740402249,0,0,0,0,0,0 +967,US_MA_25005,25005,Bristol County,MA,Massachusetts,41.75,-71.09,google,560941.0,1790.0,313.37486033519554,13.23737279235078,5.750586096592102,0.10958728279801262,0.1241307018028634,0.1310743910678663,0.12384368409511874,0.13072319548758246,0.15019404892849694,0.1176505193950879,0.06880402751804557,0.04399214890692604,0.20889184424030335,0.619486719637181,0.17162143612251557,1.0,0.5156317687599944,0.4843682312400056,,201.5,1,,1,1.889662902576163,1.6306738131445742,-0.45511244503957604,0.9196443249271716,-0.33302937332991084,0.6990142052502905,0,0,0,0,0,0 +968,US_MA_25007,25007,Dukes County,MA,Massachusetts,41.414841,-70.612679,google,17311.0,1272.0,13.609276729559749,9.759155181646207,2.681656719373583,0.09670151926520709,0.09710588643059326,0.10028305701577032,0.11241407197735544,0.11871064640979724,0.15672115995609728,0.17023857662757785,0.10195829241522732,0.045866789902374215,0.1743862284096817,0.5926694009589278,0.23294437063139045,1.0,0.5097336953382242,0.49026630466177573,,201.5,1,,1,-0.7339554263450385,-0.5110160279622143,-1.5895542851328952,0.03670397476756556,1.1164690284368353,0.4104050323496209,0,0,0,0,0,0 +969,US_MA_25009,25009,Essex County,MA,Massachusetts,42.635475,-70.970825,google,784453.0,2146.0,365.54193849021436,13.57274321336213,5.904112944494217,0.1141789246774504,0.127116602269352,0.12780243048340692,0.1217039134275731,0.12533064441081876,0.15066167125372712,0.12148465236285666,0.06763056550233093,0.044090595612484115,0.215872206492932,0.6116643062108247,0.17246348729624336,1.0,0.5180960490940821,0.48190395090591787,,201.5,1,,1,2.1426326940105653,1.7378143986953294,-0.22561893194706278,0.6620971580151745,-0.31312569715558153,0.8195983109671354,0,0,0,0,0,0 +970,US_MA_25011,25011,Franklin County,MA,Massachusetts,42.58707,-72.573944,google,70605.0,1877.0,37.615876398508256,11.164870405705935,3.653663497568634,0.09150909992210184,0.10244316974718504,0.11156433680334255,0.11902839742227887,0.11922668366263013,0.15612208767084484,0.16903901989944056,0.0847532044472771,0.04631400042489909,0.17346363571984988,0.6109496494582537,0.21558671482189645,1.0,0.5119750725869273,0.48802492741307274,,201.5,1,,1,0.3263750761905968,0.16731077154010388,-1.6198863839381177,0.6385676138825375,0.706183797376381,0.5200818687753759,0,0,0,0,0,0 +971,US_MA_25013,25013,Hampden County,MA,Massachusetts,42.12756,-72.571312,google,467705.0,1642.0,284.8386114494519,13.05559517236806,5.655427355913864,0.11464705316385328,0.13319720764156895,0.1426882329673619,0.12230572690050352,0.11772591697758203,0.1399621556322896,0.11842935183502422,0.06700804994601298,0.04403630493580355,0.22120481927710844,0.608536149923563,0.17025903079932864,1.0,0.5167894292342395,0.48321057076576046,,201.5,1,,1,1.7525481073124678,1.5642661239628153,-0.050298511958567174,0.5591049297179967,-0.3652327301055421,0.7556617591343201,0,0,0,0,0,0 +972,US_MA_25015,25015,Hampshire County,MA,Massachusetts,42.322254,-72.620728,google,161077.0,1413.0,113.99646142958245,11.989643998697597,4.744901357712295,0.07345555231348982,0.15596888444656903,0.20672721741775674,0.09995840498643506,0.10167807942785127,0.1302482663570839,0.12498991165715775,0.06727217417756726,0.0397015092160892,0.19823065987074506,0.6323007009070196,0.16946863922223532,1.0,0.5332232410586242,0.4667767589413759,,201.5,1,,1,0.9485015093164372,0.9288444375311344,-0.8056204224408288,1.3415351651365126,-0.383915321487415,1.5598139795414714,0,0,0,0,0,0 +973,US_MA_25017,25017,Middlesex County,MA,Massachusetts,42.459084,-71.275566,google,1603943.0,2195.0,730.7257403189066,14.28797615408093,6.595405772058852,0.10878441440874145,0.11977545336710843,0.1479404193291158,0.14530877967608574,0.1290444859948265,0.13991581995120775,0.10846333067945681,0.06087934546302456,0.03988795113043294,0.20460477710242822,0.6403962609643858,0.1549989619331859,1.0,0.5109639182938546,0.48903608170614543,,201.5,1,,1,2.6821326513861297,2.2202415399047597,-0.5960584393486724,1.6080754825167678,-0.7259370181419073,0.4706032707095178,0,0,0,0,0,0 +974,US_MA_25019,25019,Nantucket County,MA,Massachusetts,41.2833,-70.0833,google,11205.0,272.0,41.19485294117647,9.32420462812523,3.742298245384671,0.12190986166889782,0.10236501561802766,0.11798304328424811,0.1538598839803659,0.15287817938420348,0.142793395805444,0.11477019187862561,0.060151717983043286,0.03328871039714413,0.20380187416331993,0.6453726015171798,0.15082552431950022,1.0,0.4876394466755913,0.5123605533244088,,201.5,1,,1,-1.062038476951208,0.22916561263739774,-0.6224554957620234,1.7719178085491751,-0.82458512099868,-0.670728140534893,0,0,0,0,0,0 +975,US_MA_25021,25021,Norfolk County,MA,Massachusetts,42.199158,-71.154442,google,700599.0,1150.0,609.2165217391305,13.459692389745523,6.413813847856912,0.11024423386273746,0.1265616993458455,0.12454057171077892,0.12830163902603345,0.1313690142292524,0.1495534535447524,0.11657167652251858,0.066561613704844,0.046296098053237304,0.21149359333941387,0.6173628566412456,0.1711435500193406,1.0,0.5189730502041824,0.48102694979581756,,201.5,1,,1,2.057358497241696,2.0935153981507857,-0.36957468649197295,0.8497177092270353,-0.34432523104328266,0.8625124198496655,0,0,0,0,0,0 +976,US_MA_25023,25023,Plymouth County,MA,Massachusetts,41.978878,-70.818954,google,515461.0,2832.0,182.01306497175142,13.152818864882118,5.2095575435813,0.11055734575457697,0.13181598607848122,0.11471672929668782,0.11175239251854166,0.12937933228702075,0.15633384484956184,0.12842484688463338,0.07566818828194567,0.041351334048550716,0.21601013461736193,0.602757919609825,0.18123194577281307,1.0,0.5143415311730665,0.4856584688269336,,201.5,1,,1,1.8258839046186093,1.2531104308349674,-0.22108426616839727,0.3688609773779068,-0.10586447181571383,0.6358792836953696,0,0,0,0,0,0 +977,US_MA_25025,25025,Suffolk County,MA,Massachusetts,42.334949,-71.073494,google,800806.0,311.0,2574.9389067524116,13.593375248203685,7.853969370620186,0.09856694380411735,0.11094197595922109,0.22653052050059566,0.17461532506000205,0.11265150361011281,0.11083208667267727,0.08784899214041852,0.04756457868697288,0.030448073565882375,0.18732052457149426,0.6907423271054413,0.12193714832306451,1.0,0.5164309458220843,0.48356905417791574,,201.5,1,,1,2.1581954306854216,3.0985455156934103,-1.164313164668759,3.265682411869842,-1.5074235267571368,0.7381201665358182,0,0,0,0,0,0 +978,US_MA_25027,25027,Worcester County,MA,Massachusetts,42.35,-71.91,google,825749.0,192.0,4300.776041666667,13.624047343253036,8.366783249352762,0.11196380498190128,0.13045610712214,0.13315910767073288,0.12457538549849893,0.13023327911992627,0.15212370829392466,0.11608127893585096,0.06194981768067536,0.03945751069634962,0.2163286906796133,0.6242233414754362,0.15944796784495047,1.0,0.506819868991667,0.493180131008333,,201.5,1,,1,2.181331381268338,3.4564189430238055,-0.2106110919695291,1.0755940898764196,-0.6207752705803936,0.2678233871717166,0,0,0,0,0,0 +979,US_MI_26005,26005,Allegan County,MI,Michigan,42.59,-85.9,google,116368.0,4748.0,24.508845829823084,11.664521455785145,3.2390252872973013,0.13039667262477658,0.1364206654750447,0.11606283514368211,0.11944864567578715,0.12289461020211742,0.14675855905403548,0.12510312113295752,0.06888491681561941,0.03402997387597965,0.23953320500481232,0.5950003437371099,0.16546645125807782,1.0,0.5010827718960539,0.4989172281039461,,201.5,1,,1,0.7032616887527697,-0.12204956671494731,0.5522842019086762,0.11344853888534169,-0.47851557348247936,-0.012908765382393796,0,0,0,0,0,0 +980,US_MI_26009,26009,Antrim County,MI,Michigan,45.01,-85.18,google,23270.0,1559.0,14.926234765875561,10.05496322915898,2.7679677347711586,0.09127632144391921,0.10876665234207133,0.09458530296519123,0.09217877094972067,0.0980232058444349,0.15818650623119898,0.17619252256123766,0.11856467554791578,0.06222604211431027,0.1782896433175763,0.5528233777395789,0.26888697894284486,1.0,0.5017619252256124,0.49823807477438764,,201.5,1,,1,-0.5108275194227065,-0.4507828319086328,-1.4612216330655794,-1.2751968202320991,1.966049266565221,0.02032410011451969,0,0,0,0,0,0 +981,US_MI_26011,26011,Arenac County,MI,Michigan,44.05,-83.75,google,15014.0,1763.0,8.516165626772548,9.616804980417431,2.2529919973725305,0.09278007193286267,0.10623418143066471,0.09910749966697749,0.09790861862261889,0.10476888237644864,0.16344744904755562,0.17510323697881977,0.10883175702677501,0.05181830291727721,0.17776741707739444,0.5740309044891435,0.2482016784334621,1.0,0.4972026108964966,0.5027973891035034,,201.5,1,,1,-0.8413301334134056,-0.8101649387079537,-1.4783908758857922,-0.5769547133705987,1.4771080528326026,-0.2027758587064994,0,0,0,0,0,0 +982,US_MI_26015,26015,Barry County,MI,Michigan,42.6,-85.31,google,60682.0,1494.0,40.61713520749665,11.013418871923953,3.728511986484404,0.1150917899871461,0.1303681487096668,0.1118453577667183,0.11281763949770937,0.11927754523581952,0.15602649879700736,0.13539435087834942,0.07911736594047658,0.04006130318710656,0.2193863089548795,0.5937378464783626,0.18687584456675785,1.0,0.496275666589763,0.5037243334102369,,201.5,1,,1,0.2121352371561592,0.21954470351751096,-0.11008571315806884,0.07188175194859227,0.02754111855720389,-0.2481338274126719,0,0,0,0,0,0 +983,US_MI_26017,26017,Bay County,MI,Michigan,43.72,-83.94,google,104045.0,1634.0,63.6750305997552,11.552588388026605,4.169375201203101,0.10578115238598683,0.11939064827718776,0.12214907011389303,0.11554615791244173,0.1169590081214859,0.14828199336825412,0.13942044307751453,0.08306021433033783,0.04941131241289826,0.201293671007737,0.5965245807102696,0.20218174828199337,1.0,0.5089144120332548,0.4910855879667452,,201.5,1,,1,0.6188306148372426,0.5272064813641127,-0.7049177424036913,0.1636329120120712,0.389328811049623,0.37031521655557204,0,0,0,0,0,0 +984,US_MI_26021,26021,Berrien County,MI,Michigan,41.94,-86.59,google,154128.0,4096.0,37.62890625,11.945545193090133,3.6540008627904284,0.11858974358974358,0.12499351188622444,0.11803825391882072,0.11482663759991696,0.11709747742136406,0.1419988580919755,0.1339665732378283,0.08160100695525797,0.04888793729886847,0.21858455309872313,0.5839432160282363,0.19747223087304058,1.0,0.5104912799750856,0.48950872002491436,,201.5,1,,1,0.915237795649069,0.1675462059797566,-0.13644505690165956,-0.2505991993752765,0.27800931839909143,0.4474757603334027,0,0,0,0,0,0 +985,US_MI_26023,26023,Branch County,MI,Michigan,41.92,-85.05,google,43375.0,1345.0,32.24907063197026,10.677661571738447,3.504026815793041,0.1249106628242075,0.130835734870317,0.11407492795389049,0.12020749279538905,0.1204149855907781,0.14236311239193083,0.1288299711815562,0.07755619596541787,0.04080691642651297,0.2295792507204611,0.58764265129683,0.18277809798270894,1.0,0.4834121037463977,0.5165878962536024,,201.5,1,,1,-0.041126377104183195,0.06288498592421746,0.22502784253881822,-0.12879803384362593,-0.0693178653122719,-0.8775838134159337,0,0,0,0,0,0 +986,US_MI_26025,26025,Calhoun County,MI,Michigan,42.25,-85.0,google,134180.0,1861.0,72.10102095647501,11.80694491376462,4.291842333231047,0.1258533313459532,0.13092115069309881,0.1286555373379043,0.11860933074973916,0.11923535549262185,0.13637650916679087,0.12489938888060814,0.07133700998658518,0.044112386346698465,0.23059025190043225,0.59151065732598,0.17789909077358773,1.0,0.510776568788195,0.48922343121180506,,201.5,1,,1,0.8106916533626016,0.612671664916644,0.25826654908945385,-0.0014468009044955946,-0.1846436110299059,0.4614357371769274,0,0,0,0,0,0 +987,US_MI_26027,26027,Cass County,MI,Michigan,41.91,-85.99,google,51481.0,1317.0,39.089597570235384,10.84898751099427,3.6911168884457735,0.10765136652357181,0.12602707795108875,0.1059419980186865,0.10413550630329636,0.12004428818399021,0.15378489151337388,0.14962801810376644,0.09197568034808959,0.04081117305413648,0.20847302888444283,0.5839261086614479,0.20760086245410928,1.0,0.49845574095297296,0.501544259047027,,201.5,1,,1,0.08810471903766072,0.1934480777133959,-0.46888184609284195,-0.25116244675297583,0.5174211372630192,-0.14145671205062937,0,0,0,0,0,0 +988,US_MI_26029,26029,Charlevoix County,MI,Michigan,45.47,-85.46,google,26212.0,3602.0,7.277068295391449,10.174010749897112,2.1134888350944743,0.09575766824355257,0.11742713261101785,0.09858080268579276,0.10037387456126964,0.10571493972226462,0.15668396154433084,0.16652678162673584,0.10540973599877919,0.05352510300625667,0.18969937433236683,0.5681023958492294,0.24219822981840378,1.0,0.5064092781931939,0.493590721806806,,201.5,1,,1,-0.42103001610953095,-0.9075189240003664,-1.0861036722407198,-0.7721464682679597,1.3352037352667747,0.24773203491581872,0,0,0,0,0,0 +989,US_MI_26031,26031,Cheboygan County,MI,Michigan,45.48,-84.5,google,25454.0,2293.0,11.100741386829482,10.144667466336436,2.4932667223644653,0.08320892590555512,0.10407008721615463,0.0944448809617349,0.09259841282313193,0.11232026400565727,0.15148896047772453,0.18217176082344622,0.118488253319714,0.06120845446688143,0.16646499567847886,0.5627524161232026,0.2707825881983185,1.0,0.50161074880176,0.49838925119823996,,201.5,1,,1,-0.44316364465065244,-0.6424862878370923,-1.8499808162663722,-0.9482905872724994,2.0108560359768455,0.012926616304119199,0,0,0,0,0,0 +990,US_MI_26033,26033,Chippewa County,MI,Michigan,46.32,-84.52,google,37679.0,6988.0,5.3919576416714365,10.5368847286903,1.8550405816697129,0.0968709360651822,0.11428116457443138,0.15764749595265268,0.1285596751506144,0.12288011889912152,0.1375567292125587,0.12439289790068739,0.07587780992064545,0.04193317232410627,0.1882958677247273,0.6316967010801773,0.1800074311950954,1.0,0.4477825844634942,0.5522174155365057,,201.5,1,,1,-0.147314300646427,-1.0878801936081004,-1.132246787795282,1.3216489183044988,-0.13480848660491082,-2.62103550615546,0,0,0,0,0,0 +991,US_MI_26035,26035,Clare County,MI,Michigan,43.99,-84.84,google,30565.0,1490.0,20.513422818791945,10.327643559087782,3.0686770574818527,0.10816293145754949,0.11048584982823491,0.10420415507933911,0.09775887452969083,0.11130377883199738,0.15115327989530508,0.16394568951415017,0.10341894323572715,0.04956649762800589,0.19655161132013743,0.5684901030590546,0.23495828562080812,1.0,0.5004743988221823,0.49952560117781775,,201.5,1,,1,-0.30514484179617163,-0.24092915904265744,-0.8608225361114668,-0.7593814956131791,1.1640722062989861,-0.04267815567466163,0,0,0,0,0,0 +992,US_MI_26037,26037,Clinton County,MI,Michigan,42.94,-84.61,google,78506.0,1488.0,52.759408602150536,11.270943071769437,3.984518695450341,0.1167299314702061,0.13167146460143173,0.12367207601966729,0.12262756986727129,0.12536621404733397,0.1476829796448679,0.12520062160853948,0.07042773800728606,0.03662140473339617,0.22206710315135147,0.6082834433036965,0.16964945354495198,1.0,0.5048021807250401,0.49519781927495987,,201.5,1,,1,0.4063856511544126,0.3982021115105425,-0.02194918732164947,0.5507847514738738,-0.37964138916676904,0.16909227615279188,0,0,0,0,0,0 +993,US_MI_26039,26039,Crawford County,MI,Michigan,44.68,-84.61,google,13906.0,1459.0,9.531185743660041,9.540147589478611,2.3543409260417993,0.09398820652955558,0.10844239896447577,0.0903207248669639,0.09592981446857472,0.10585358837911693,0.1666906371350496,0.171005321443981,0.11175032360132317,0.0560189846109593,0.1807421257011362,0.5659859053645908,0.25327196893427295,1.0,0.4959010499065152,0.5040989500934848,,201.5,1,,1,-0.8991527766245144,-0.7394373512472227,-1.3805913193897075,-0.8418303494954913,1.5969551872901813,-0.26646486593584146,0,0,0,0,0,0 +994,US_MI_26041,26041,Delta County,MI,Michigan,45.78,-86.87,google,35890.0,5158.0,6.958123303606049,10.48824184666795,2.0741932061805106,0.10551685706324881,0.11607690164391195,0.09657286152131513,0.10284201727500697,0.10955697966007244,0.14928949568124825,0.1643076065756478,0.0929506826414043,0.06288659793814433,0.19837837837837838,0.5636305377542491,0.23799108386737253,1.0,0.5031206464196155,0.4968793535803845,,201.5,1,,1,-0.18400560956643905,-0.9349418584835361,-0.8007638780325802,-0.9193790831172515,1.235758863933413,0.0868101154558086,0,0,0,0,0,0 +995,US_MI_26043,26043,Dickinson County,MI,Michigan,46.0,-87.87,google,25424.0,2013.0,12.629905613512172,10.14348822091676,2.612266320777066,0.10655286343612334,0.11351478917558212,0.1014002517306482,0.11080081812460667,0.10824417872876023,0.157803650094399,0.15182504719949655,0.08735840151038389,0.0625,0.19736469477658905,0.5768643801132788,0.22577092511013216,1.0,0.5018879798615481,0.49811202013845185,,201.5,1,,1,-0.4440531490588404,-0.5594409649606682,-0.8340907746204042,-0.48366462759586143,0.9469093375724019,0.026492304817334104,0,0,0,0,0,0 +996,US_MI_26045,26045,Eaton County,MI,Michigan,42.59,-84.85,google,109456.0,1500.0,72.97066666666667,11.60328705705026,4.303668618221954,0.11161562637041368,0.1231545095746236,0.13074660137406813,0.12345600058470983,0.11640293816693466,0.1445420991083175,0.1326925888028066,0.07687107148077767,0.04051856453734834,0.21013923403011256,0.6061248355503581,0.18373593041952932,1.0,0.5092914047653851,0.4907085952346148,,201.5,1,,1,0.6570726031743168,0.6209247823103112,-0.4141019853100335,0.47971419037652496,-0.04667745194244932,0.38876252177359366,0,0,0,0,0,0 +997,US_MI_26047,26047,Emmet County,MI,Michigan,45.58,-84.98,google,33081.0,2285.0,14.47746170678337,10.406744606802166,2.7393848822866174,0.10048063843293734,0.11813427647289985,0.11239079834346,0.1096399746077809,0.1148695625887972,0.14603548864907348,0.1587315981983616,0.08977963181282307,0.04993803089386657,0.1949880596112572,0.5859284785828723,0.21908346180587043,1.0,0.5060004232036517,0.49399957679634837,,201.5,1,,1,-0.24547894913274873,-0.4707297245450081,-0.9122274577453834,-0.1852359005242789,0.7888368733461789,0.22772562062932397,0,0,0,0,0,0 +998,US_MI_26049,26049,Genesee County,MI,Michigan,43.02,-83.71,google,407488.0,1682.0,242.2639714625446,12.917769217433683,5.494147156056137,0.1210857743050102,0.13006027171352286,0.12860501413538558,0.114241400973771,0.12381223496152034,0.14364840191613004,0.12440857154075703,0.07161192476833673,0.0425264056855662,0.22513399167582848,0.59852339209989,0.17634261622428146,1.0,0.5176029723574682,0.4823970276425318,,201.5,1,,1,1.6485860376437882,1.4517147670723458,0.07888096966344034,0.22944229621742127,-0.221434208050072,0.795470691835532,0,0,0,0,0,0 +999,US_MI_26051,26051,Gladwin County,MI,Michigan,43.99,-84.39,google,25241.0,1338.0,18.864723467862483,10.136264552818576,2.988945468598942,0.09888673190444118,0.10728576522324788,0.09389485361118814,0.0901707539320946,0.105740660037241,0.15324273998652985,0.17214056495384494,0.12016164177330534,0.05847628857810705,0.1847153440830395,0.5505764430886256,0.26470821282833484,1.0,0.49665227209698504,0.503347727903015,,201.5,1,,1,-0.44950195938229837,-0.296570821960492,-1.2499637370742824,-1.3491754789973853,1.8672752132220514,-0.22970547018876983,0,0,0,0,0,0 +1000,US_MI_26053,26053,Gogebic County,MI,Michigan,46.48,-89.79,google,15340.0,3824.0,4.0115062761506275,9.638284261844774,1.6117365238317207,0.08448500651890482,0.09256844850065189,0.11342894393741851,0.11082138200782268,0.11114732724902217,0.15221642764015644,0.16479791395045632,0.10123859191655801,0.06929595827900913,0.15853976531942635,0.5885267275097783,0.2529335071707953,1.0,0.45880052151238593,0.5411994784876141,,201.5,1,,1,-0.8251283189348059,-1.2576729013972778,-2.1105387774927373,-0.09969047949064991,1.588954921335052,-2.081897134799292,0,0,0,0,0,0 +1001,US_MI_26055,26055,Grand Traverse County,MI,Michigan,44.73,-85.55,google,91791.0,1557.0,58.95375722543353,11.427280426841651,4.093573552160776,0.10917192317329585,0.11649290235426131,0.11666721138237954,0.1259600614439324,0.11867176520573912,0.14488348530901723,0.14339096425575493,0.07866784325260646,0.04609384362301315,0.20236624505670492,0.6011765859397981,0.19645716900349708,1.0,0.5096687039034328,0.4903312960965672,,201.5,1,,1,0.5243108634816068,0.4743073749531899,-0.6696547033749057,0.31679673780629586,0.25401616527650667,0.4072248202872292,0,0,0,0,0,0 +1002,US_MI_26057,26057,Gratiot County,MI,Michigan,43.29,-84.6,google,40979.0,1480.0,27.688513513513513,10.62083942179289,3.3564968166437876,0.10288196393274604,0.1308963127455526,0.14578198589521463,0.12806559457282998,0.12513726542863418,0.1373386368627834,0.11227701993704092,0.0701334830034896,0.04748773762170868,0.20759901412918813,0.6186412552770931,0.17375973059371874,1.0,0.46328607335464506,0.5367139266453549,,201.5,1,,1,-0.08398730496190658,-0.040070625495820716,-0.4976168471456254,0.8918080372244473,-0.2824862210274537,-1.8624065800667697,0,0,0,0,0,0 +1003,US_MI_26059,26059,Hillsdale County,MI,Michigan,41.89,-84.59,google,45820.0,1572.0,29.147582697201017,10.732497780300108,3.4061047440783736,0.11536446966390222,0.13522479266695767,0.11896551724137931,0.10519423832387603,0.11582278481012659,0.14327804452204276,0.14070274989087736,0.08275862068965517,0.04268878219118289,0.22354430379746834,0.5806569183762549,0.19579877782627675,1.0,0.502226102138804,0.49777389786119597,,201.5,1,,1,0.00023655586129461094,-0.005451127564816185,0.026616768648934547,-0.35879811494852265,0.23845368499467864,0.04303757033029523,0,0,0,0,0,0 +1004,US_MI_26061,26061,Houghton County,MI,Michigan,46.98,-88.65,google,36198.0,3889.0,9.307791205965543,10.496786773122912,2.332900037051944,0.10693960992320017,0.16197027460080668,0.2015028454610752,0.09583402397922537,0.09246367202607879,0.11102823360406652,0.11481297309243604,0.07166141775788717,0.043786949555224046,0.23651582960384557,0.5906293165368252,0.17285485385932925,1.0,0.45939002154815184,0.5406099784518482,,201.5,1,,1,-0.17756017452593886,-0.7544001374471091,0.45308188890178025,-0.030464293455580674,-0.30387491337882283,-2.0530512548685107,0,0,0,0,0,0 +1005,US_MI_26063,26063,Huron County,MI,Michigan,43.866667,-83.033333,google,31306.0,5533.0,5.658051689860835,10.351596993696585,1.8958269026944654,0.10244042675525458,0.11084137226090846,0.09806426883025618,0.09755318469303009,0.10643327157733341,0.1527502715134479,0.16239698460359037,0.10387785089120297,0.06564236887497604,0.19111352456398134,0.5581677633680444,0.2507187120679742,1.0,0.5032901041333929,0.496709895866607,,201.5,1,,1,-0.2870767744369415,-1.0594169614323237,-1.0396106260422089,-1.099236882745438,1.5366035133750264,0.09510215373977055,0,0,0,0,0,0 +1006,US_MI_26065,26065,Ingham County,MI,Michigan,42.6,-84.37,google,292018.0,1453.0,200.97591190640054,12.584574147626707,5.308148442302482,0.11013019745358163,0.14490887548027861,0.2184522871877761,0.12157127300371895,0.10507571451074933,0.11268825894294188,0.10354498695285907,0.05367134902642988,0.029957057441664554,0.22605729783780454,0.6385418022176715,0.13540089994452398,1.0,0.5129718031080276,0.4870281968919724,,201.5,1,,1,1.3972571128630633,1.3219132934176563,0.10923652530699678,1.5470188021370004,-1.1891790295981572,0.5688546714735945,0,0,0,0,0,0 +1007,US_MI_26067,26067,Ionia County,MI,Michigan,42.94,-85.07,google,64284.0,1503.0,42.77045908183633,11.07108160151835,3.778959139652171,0.11987430775931802,0.12888121461016738,0.1394126065583971,0.13140128181195943,0.13482359529587457,0.1399259535809844,0.11302968079148777,0.062021653910770955,0.030629705681040384,0.22297927944745194,0.6278545205649928,0.14916619998755523,0.9999999999999999,0.46151452927633624,0.5384854707236637,,201.5,1,,1,0.25563021394941376,0.2547498653743431,0.008040451493009415,1.1951479712801272,-0.8638067920819327,-1.9490931698454939,0,0,0,0,0,0 +1008,US_MI_26069,26069,Iosco County,MI,Michigan,44.28,-83.34,google,25128.0,4897.0,5.131304880539106,10.131777836669867,1.813407595245867,0.08954154727793696,0.09467526265520534,0.09121298949379178,0.0865966252785737,0.09797835084368035,0.15468799745304043,0.18334129258198026,0.13160617637695002,0.07035975803884113,0.16528175740210124,0.5410816618911175,0.2936365807067813,1.0,0.501870423432028,0.49812957656797197,,201.5,1,,1,-0.4528862878061986,-1.1169342815714085,-1.8888821653717387,-1.6617841158188922,2.551058912442448,0.025633219783877066,0,0,0,0,0,0 +1009,US_MI_26073,26073,Isabella County,MI,Michigan,43.65,-84.84,google,71077.0,1496.0,47.51136363636363,11.171533144562654,3.8817980722797554,0.0936308510488625,0.1629922478438876,0.2689196223813611,0.10401395669485206,0.09073258578724482,0.10670118322382768,0.09600855410329642,0.0489469167241161,0.02805408219255174,0.2240246493239726,0.6509700747077114,0.12500527596831607,1.0,0.5127537740760021,0.4872462259239979,,201.5,1,,1,0.331400777783132,0.32651727029207445,0.04240909838572158,1.9562104665196665,-1.4349017834024564,0.5581859031993724,0,0,0,0,0,0 +1010,US_MI_26075,26075,Jackson County,MI,Michigan,42.25,-84.42,google,158563.0,1875.0,84.56693333333334,11.973913576289009,4.449298915682508,0.11635753612128932,0.12610760391768572,0.13062946589052932,0.1163764560458619,0.12417777161128385,0.1451788878868336,0.12704729350478988,0.07238763141464276,0.04173735360708362,0.21724361925543792,0.6051077489704407,0.17764863177412132,1.0,0.4892692494465922,0.5107307505534078,,201.5,1,,1,0.9366360571877869,0.7225546637093127,-0.18053096639787247,0.4462273682303896,-0.19056374388627,-0.5909773480144723,0,0,0,0,0,0 +1011,US_MI_26077,26077,Kalamazoo County,MI,Michigan,42.24,-85.53,google,262998.0,1503.0,174.98203592814372,12.479905508871305,5.1703819212387065,0.12060928219986464,0.1307424391060008,0.19483037893824287,0.12298952843747861,0.11033163750294679,0.11685259963954099,0.10713389455433121,0.060125932516597085,0.036384307104996995,0.22520323348466528,0.624719579616575,0.15007718689875968,1.0,0.5109240374451517,0.4890759625548483,,201.5,1,,1,1.3183055952073641,1.2257712444030489,0.08115743403416173,1.0919323630407276,-0.8422736726642673,0.46865178961804305,0,0,0,0,0,0 +1012,US_MI_26079,26079,Kalkaska County,MI,Michigan,44.69,-85.08,google,17571.0,1478.0,11.888362652232747,9.77406200509567,2.5563247842305508,0.1119458198167435,0.11746627966535769,0.10836036651300439,0.11348244266120312,0.12008422969665927,0.15201183768709806,0.14649137783848387,0.09373399351203687,0.036423652609413236,0.20591884354902965,0.5906778214102782,0.20340333504069205,1.0,0.4880769449661374,0.5119230550338626,,201.5,1,,1,-0.7227112146235984,-0.5984804493512031,-0.552855849804843,-0.028867306431451,0.4182036205892236,-0.6493201296895351,0,0,0,0,0,0 +1013,US_MI_26081,26081,Kent County,MI,Michigan,43.03,-85.55,google,649278.0,2259.0,287.4183266932271,13.383617795450832,5.664411949484847,0.13513933938929087,0.13492525543757836,0.1533688189034589,0.1397382939203238,0.11793561463656554,0.12804068519185927,0.10433897344434895,0.053068177267672705,0.03344484180890158,0.2430795437393536,0.6182379504618977,0.13868250579874877,1.0,0.5068399052485992,0.49316009475140077,,201.5,1,,1,1.9999754573357003,1.5705361322987146,0.6688772532935741,0.8785295249681679,-1.1116112732762735,0.26880381707275836,0,0,0,0,0,0 +1014,US_MI_26087,26087,Lapeer County,MI,Michigan,43.09,-83.22,google,88122.0,1717.0,51.323238206173556,11.386488844821573,3.9574405975535236,0.10398084473797689,0.13050089648441932,0.11370599850207666,0.10590998842513788,0.12615464923628605,0.16747236785365743,0.13942034906152834,0.07767640316833481,0.0351785025305826,0.20838156192551235,0.6090533578448061,0.18256508022968157,1.0,0.4929302557817571,0.5070697442182429,,201.5,1,,1,0.4935417874110925,0.37930533023802276,-0.47188900717949456,0.5761336173570046,-0.07435299442072044,-0.4118341032939061,0,0,0,0,0,0 +1015,US_MI_26089,26089,Leelanau County,MI,Michigan,45.13,-86.03,google,21645.0,6559.0,3.300045738679677,9.982575958855092,1.4586256595451956,0.08482328482328483,0.09697389697389698,0.08842688842688842,0.08838068838068838,0.09221529221529222,0.14686994686994687,0.20092400092400092,0.1276969276969277,0.0736890736890737,0.1624024024024024,0.5357495957495957,0.30184800184800187,1.0,0.5073689073689074,0.4926310926310926,,201.5,1,,1,-0.5654292121303071,-1.3645231877022475,-1.9835467788124725,-1.8373384433246915,2.745153371811648,0.29468936536744444,0,0,0,0,0,0 +1016,US_MI_26091,26091,Lenawee County,MI,Michigan,41.89,-84.07,google,98427.0,1972.0,49.91227180527383,11.497080595408391,3.93010399086822,0.11005110386377721,0.13076696434921312,0.12316742357280015,0.11562884167962043,0.12444756012069859,0.1416887642618387,0.1331951598646713,0.0783016855131214,0.042752496774259095,0.21466467534314773,0.5976835624371362,0.18765176221971613,1.0,0.4946406981824093,0.5053593018175907,,201.5,1,,1,0.5769611062524703,0.3602281454507632,-0.26531895835017366,0.20179152675001596,0.045881587859156005,-0.32813738891860206,0,0,0,0,0,0 +1017,US_MI_26093,26093,Livingston County,MI,Michigan,42.6,-83.91,google,189869.0,1516.0,125.2434036939314,12.15409490643746,4.8382118188216365,0.10694742164334357,0.1335815746646372,0.11211940864490781,0.10980202139369775,0.13089551216891646,0.16811064470766687,0.1324966160879343,0.07295029731025075,0.033096503378645274,0.21381268137505333,0.6138922098920835,0.1722951087328632,1.0,0.4988808072934497,0.5011191927065503,,201.5,1,,1,1.072546771587028,0.9939622822460855,-0.2933299815313824,0.7354492362021596,-0.31710568377014936,-0.12065703117516058,0,0,0,0,0,0 +1018,US_MI_26095,26095,Luce County,MI,Michigan,46.28,-85.33,google,6370.0,4952.0,1.2863489499192247,8.759511722116487,0.8269562002321732,0.08618524332810047,0.09623233908948195,0.12841444270015698,0.12951334379905807,0.13437990580847722,0.1423861852433281,0.1392464678178964,0.0858712715855573,0.057770800627943486,0.16317111459968603,0.623563579277865,0.21326530612244898,1.0,0.4097331240188383,0.5902668759811617,,201.5,1,,1,-1.4879861387239295,-1.8053414333062718,-1.9582738121200558,1.0538719082991088,0.6513123495788274,-4.4829016653178275,0,0,0,0,0,0 +1019,US_MI_26097,26097,Mackinac County,MI,Michigan,46.01,-85.01,google,10768.0,5440.0,1.9794117647058824,9.284426915328881,1.0917258866384763,0.07652303120356613,0.099925705794948,0.09388930163447251,0.08952451708766716,0.11320579494799406,0.15945393759286774,0.18768573551263001,0.11859212481426448,0.061199851411589894,0.15646359583952454,0.5699015601783061,0.2736348439821694,1.0,0.49210624071322434,0.5078937592867756,,201.5,1,,1,-1.092042791820376,-1.6205686745002834,-2.178797044109014,-0.7129103156246372,2.0782751872818683,-0.4521554574684949,0,0,0,0,0,0 +1020,US_MI_26099,26099,Macomb County,MI,Michigan,42.67,-82.91,google,871364.0,1476.0,590.3550135501355,13.677816226607513,6.382416536804647,0.11187517501296818,0.12173098727971318,0.13276082096575026,0.12144752365257229,0.13001110901988147,0.15007275948971957,0.12074517652783452,0.06901478601365216,0.04234166203790838,0.20925996483673873,0.6190109988477835,0.1717290363154778,1.0,0.5132229470118114,0.48677705298818863,,201.5,1,,1,2.2218892312028213,2.0716044012350956,-0.4430097366327378,0.9039815703688849,-0.33048601318288473,0.5811438427278118,0,0,0,0,0,0 +1021,US_MI_26101,26101,Manistee County,MI,Michigan,44.3,-86.31,google,24393.0,3317.0,7.353934277962014,10.102092479403183,2.122732598909972,0.08563932275652851,0.10941663592014102,0.10785881195424916,0.09683105809043578,0.1065879555610216,0.1516008691017915,0.17632107571844383,0.10687492313368589,0.0588693477637027,0.17317263149264137,0.5729225597507481,0.2539048087566105,1.0,0.4849751978026483,0.5150248021973517,,201.5,1,,1,-0.47527794242428645,-0.9010680505445605,-1.629453735890619,-0.6134461427769975,1.6119137067804683,-0.8010972642530642,0,0,0,0,0,0 +1022,US_MI_26103,26103,Marquette County,MI,Michigan,46.66,-87.6,google,66493.0,8871.0,7.495547288918949,11.104866997009465,2.1395421778773045,0.09946911704991503,0.12102025777149475,0.1746800415081287,0.11474892093904622,0.103755282510941,0.12777284826974267,0.13792429278269894,0.07509061104176379,0.04553862812626893,0.19628532326711082,0.6141232911735071,0.18959138555938218,1.0,0.49763132961364354,0.5023686703863565,,201.5,1,,1,0.281114525968174,-0.8893372805976002,-0.8695772938979455,0.7430574161989507,0.09172872406345042,-0.18179745685987042,0,0,0,0,0,0 +1023,US_MI_26107,26107,Mecosta County,MI,Michigan,43.64,-85.32,google,43258.0,1479.0,29.24814063556457,10.674960583197336,3.409434715994795,0.09866383096768228,0.15123214203153174,0.18595404318276387,0.09545055249895973,0.0958204262795321,0.12744463451847057,0.12561838272689443,0.0823662675112118,0.037449720282953444,0.21964954459290767,0.5977252762494799,0.18262517915761248,1.0,0.4974571177585649,0.5025428822414351,,201.5,1,,1,-0.043163731817372,-0.0031272660000920827,-0.101431309682163,0.20316492311820494,-0.07293242802608488,-0.1903221285294631,0,0,0,0,0,0 +1024,US_MI_26111,26111,Midland County,MI,Michigan,43.64,-84.39,google,83314.0,1367.0,60.94659839063643,11.330383883972724,4.126272697619036,0.11157788606956814,0.12918597114530572,0.12224836161989582,0.12057997455409655,0.12029190772259164,0.14926662985812708,0.12452889070264302,0.07306095014043258,0.049259428187339464,0.21492666298581273,0.6004885133350937,0.18458482367909354,1.0,0.5068775956021797,0.4931224043978203,,201.5,1,,1,0.4512218350385241,0.4971268729060232,-0.25670558524344494,0.2941424570475869,-0.026612048470428213,0.27064811113207693,0,0,0,0,0,0 +1025,US_MI_26113,26113,Missaukee County,MI,Michigan,44.34,-85.1,google,15020.0,1486.0,10.107671601615074,9.617204500998055,2.407636004874925,0.1266311584553928,0.12456724367509987,0.1095872170439414,0.10798934753661785,0.10712383488681758,0.14633821571238348,0.14154460719041279,0.09007989347536619,0.046138482023968044,0.22628495339547272,0.5667243675099868,0.2069906790945406,1.0,0.49247669773635155,0.5075233022636485,,201.5,1,,1,-0.8410287751789811,-0.7022447296883189,0.11672116175041802,-0.8175170304400606,0.5029981516123334,-0.43402796270972327,0,0,0,0,0,0 +1026,US_MI_26115,26115,Monroe County,MI,Michigan,41.92,-83.5,google,149449.0,1761.0,84.86598523566155,11.914717167712084,4.4527877696105085,0.110713353719329,0.12655822387570342,0.11850196388065494,0.11254006383448534,0.12545416831159795,0.15603316181439822,0.13491558993368977,0.07354348306111115,0.04173999156903024,0.21195993281989173,0.605298797583122,0.18274126959698625,0.9999999999999999,0.5064470153697918,0.4935529846302083,,201.5,1,,1,0.891984226873677,0.724989403025952,-0.3542428338179517,0.452517502266612,-0.07018838278949677,0.24957862015589144,0,0,0,0,0,0 +1027,US_MI_26117,26117,Montcalm County,MI,Michigan,43.31,-85.15,google,63527.0,1967.0,32.29639044229791,11.059236032575047,3.505448995985033,0.12037401419868718,0.12737890975490737,0.1214759078816881,0.12185370000157414,0.12534827711051993,0.1427739386402632,0.12575755190706314,0.0745824610008343,0.04045523950446267,0.22227714200261306,0.5998063815385585,0.17791647645882852,1.0,0.48434523903222254,0.5156547609677775,,201.5,1,,1,0.24669510543276968,0.06387747173768141,-0.015043735696444079,0.27168377299666435,-0.1842326632634304,-0.8319229028460026,0,0,0,0,0,0 +1028,US_MI_26121,26121,Muskegon County,MI,Michigan,43.29,-86.45,google,173645.0,3780.0,45.93783068783069,12.064774023066718,3.8488239747795503,0.12583719657922773,0.12934435198249303,0.12862449249906419,0.12490425868870396,0.11820092717901466,0.13997523683377006,0.1252497912407498,0.06863428258803882,0.03922946240893777,0.22931267816522216,0.6001986812174264,0.1704886406173515,1.0,0.5023006709090385,0.49769932909096143,,201.5,1,,1,1.005172060457484,0.30350589369928377,0.21626373116726405,0.2845999492923953,-0.35980541213846196,0.04668642811191564,0,0,0,0,0,0 +1029,US_MI_26123,26123,Newaygo County,MI,Michigan,43.55,-85.8,google,48320.0,2231.0,21.658449125952487,10.785621527758789,3.1205328122140856,0.1185637417218543,0.12897350993377482,0.11320364238410596,0.10869205298013244,0.1126862582781457,0.15465645695364238,0.13892798013245033,0.08137417218543046,0.042922185430463576,0.2217425496688742,0.5844971026490067,0.1937603476821192,1.0,0.4977028145695364,0.5022971854304635,,201.5,1,,1,0.04030778001490456,-0.2047409873833913,-0.03261953882841733,-0.23236289272735264,0.19027103914230317,-0.17829949870985276,0,0,0,0,0,0 +1030,US_MI_26125,26125,Oakland County,MI,Michigan,42.66,-83.38,google,1256016.0,2532.0,496.0568720379147,14.04345616095053,6.208704450209728,0.1109954013324671,0.12355575088215437,0.12692831938446644,0.12651988509700512,0.13259624081221896,0.14839381026993287,0.12311626603482759,0.06819419497840792,0.03970013120851964,0.20984000203819062,0.6207075387574681,0.16945245920434135,1.0,0.5105731137182966,0.48942688628170344,,201.5,1,,1,2.4976913059710992,1.950377300377209,-0.42393984165194143,0.9598388900319181,-0.3842977707336178,0.45148011349325384,0,0,0,0,0,0 +1031,US_MI_26127,26127,Oceana County,MI,Michigan,43.66,-86.53,google,26422.0,3384.0,7.807919621749409,10.181990121970616,2.1756512737826244,0.12152751494966316,0.130345923851336,0.11089243811974869,0.10464764211641814,0.10828097797290137,0.14790704715767164,0.1424570433729468,0.08905457573234427,0.04488683672696995,0.22580425403073198,0.5690258118234804,0.2051699341457876,1.0,0.49500416319733553,0.5049958368026645,,201.5,1,,1,-0.41501117854143393,-0.8641381070858053,0.10091719886666535,-0.7417436814185288,0.4599609598279056,-0.3103520326107271,0,0,0,0,0,0 +1032,US_MI_26129,26129,Ogemaw County,MI,Michigan,44.33,-84.13,google,20882.0,1488.0,14.033602150537634,9.946690709836776,2.710287839091138,0.09639881237429365,0.1080356287711905,0.09596781917440858,0.09639881237429365,0.10305526290585193,0.1519969351594675,0.1748395747533761,0.11564984196916005,0.05765731251795805,0.18282731539124605,0.5564457427449478,0.2607269418638061,1.0,0.5027296235992721,0.4972703764007279,,201.5,1,,1,-0.592497442931221,-0.4910354514478812,-1.3120364951372283,-1.1559331360204497,1.7731693791437826,0.06767627891385317,0,0,0,0,0,0 +1033,US_MI_26133,26133,Osceola County,MI,Michigan,43.98,-85.33,google,23267.0,1484.0,15.678571428571429,10.054834305030653,2.8141247474936932,0.11587226544032321,0.13267718227532557,0.10779215197490007,0.10697554476296901,0.10994111832208707,0.14458245583874157,0.14325009670348562,0.09103021446684145,0.04787897021532643,0.22201401126058368,0.5674517557055057,0.2105342330339107,1.0,0.49507886706494175,0.5049211329350582,,201.5,1,,1,-0.510924766847675,-0.4185715969491356,-0.023694690504444546,-0.7935683129803168,0.5867576098448458,-0.3066965641381354,0,0,0,0,0,0 +1034,US_MI_26135,26135,Oscoda County,MI,Michigan,44.68,-84.13,google,8238.0,1480.0,5.566216216216216,9.01663425631559,1.8819377482076876,0.10597232337946104,0.10415149308084487,0.08958485069191552,0.0829084729303229,0.09031318281136198,0.15647001699441612,0.1896091284292304,0.12163146394756008,0.05935906773488711,0.18929351784413695,0.5349113862588007,0.2757950958970624,1.0,0.4927166788055353,0.5072833211944647,,201.5,1,,1,-1.2940387009824519,-1.0691096774937323,-1.0994470243368364,-1.8649358698306362,2.1293373506164976,-0.4222850200679277,0,0,0,0,0,0 +1035,US_MI_26137,26137,Otsego County,MI,Michigan,45.02,-84.61,google,24528.0,1362.0,18.008810572687224,10.107611370013084,2.9449025860361258,0.11391063274624919,0.12124918460534899,0.11505218525766471,0.10510437051532942,0.1130952380952381,0.14933953033268102,0.1450587084148728,0.08883724722765819,0.0483529028049576,0.21090998043052842,0.5793705153294194,0.20971950424005217,1.0,0.5013861709067189,0.49861382909328117,,201.5,1,,1,-0.4711150451648151,-0.3273066853720294,-0.3887621400794749,-0.40115198224773013,0.567499756416446,0.001937393908147651,0,0,0,0,0,0 +1036,US_MI_26139,26139,Ottawa County,MI,Michigan,42.92,-86.23,google,286581.0,4227.0,67.79772888573456,12.565779987100314,4.231170734012678,0.1298934681643235,0.15458805712870008,0.15428447803587816,0.12032898203300288,0.1132978110900583,0.1251443745398334,0.1049999825529257,0.06108220712468726,0.03638063933059065,0.2535639138672836,0.5964732484009756,0.14996283773174077,1.0,0.5061919666691093,0.49380803333089074,,201.5,1,,1,1.3830806841422205,0.570331248530962,1.0135721052426656,0.16194283375755522,-0.8449765592133982,0.23709837630513378,0,0,0,0,0,0 +1037,US_MI_26143,26143,Roscommon County,MI,Michigan,44.33,-84.61,google,23731.0,1502.0,15.799600532623169,10.074579627378533,2.821355108306467,0.07707218406303991,0.08587922969954911,0.07943196662593233,0.07736715688340146,0.09215793687581644,0.15532425940752603,0.2168471619400784,0.14655935274535417,0.06936075175930217,0.1457755678226792,0.5298807467026253,0.32434368547469555,1.0,0.5020016012810248,0.49799839871897517,,201.5,1,,1,-0.49603087709709603,-0.4135258013647846,-2.5301875606532467,-2.030565950322547,3.276886853333537,0.03205211758228335,0,0,0,0,0,0 +1038,US_MI_26145,26145,Saginaw County,MI,Michigan,43.33,-84.05,google,191965.0,2113.0,90.84950307619498,12.16507355199548,4.520151401479869,0.114729247519079,0.13003933008621363,0.13444117417237517,0.11027531060349544,0.11462506186023494,0.1393431094209882,0.13024770140390177,0.07811840700127627,0.0481806579324356,0.2187607115880499,0.5898163727762874,0.19142291563566274,1.0,0.5142187377907431,0.4857812622092569,,201.5,1,,1,1.0808279600969426,0.7719999361146692,-0.1306534906313776,-0.057229864510651776,0.13502084534920183,0.6298706612222738,0,0,0,0,0,0 +1039,US_MI_26147,26147,St. Clair County,MI,Michigan,42.93,-82.67,google,159005.0,2167.0,73.3756345177665,11.976697216339446,4.309128395160717,0.10648721738310116,0.12633564982233264,0.11487060155341026,0.10748718593754913,0.1261972893934153,0.16216471180151568,0.13700827018018302,0.07817364233829124,0.04127543159020156,0.20755573724096726,0.6044910537404484,0.1879532090185843,1.0,0.5028080877959813,0.49719191220401876,,201.5,1,,1,0.9387357559055923,0.6247349543172852,-0.49903966228817453,0.42592313465491605,0.05300692614696882,0.0715157507710486,0,0,0,0,0,0 +1040,US_MI_26149,26149,St. Joseph County,MI,Michigan,41.92,-85.53,google,60710.0,1350.0,44.97037037037037,11.013880179739768,3.827997066569896,0.1327787843847801,0.13551309504200296,0.11910723109866579,0.11439631032778784,0.11472574534673036,0.1398945807939384,0.127656069840224,0.0736946137374403,0.04223356942843024,0.24118926041838248,0.579054521495635,0.17975621808598255,1.0,0.5028001976610114,0.49719980233898864,,201.5,1,,1,0.21248320148050806,0.2889715814842836,0.6067303697408647,-0.4115558451244526,-0.14074644445181136,0.07112966447389567,0,0,0,0,0,0 +1041,US_MI_26151,26151,Sanilac County,MI,Michigan,43.46,-82.64,google,41242.0,4119.0,10.01262442340374,10.62723668039297,2.3990422895779258,0.1132098346345958,0.1250424324717521,0.10482032879103827,0.1020076620920421,0.11337956452160419,0.15227195577324087,0.14924106493380535,0.08981135735415353,0.05021579942776781,0.21324378061199747,0.5721085301391785,0.21464768924882402,1.0,0.5034430919935987,0.49655690800640123,,201.5,1,,1,-0.0791618550342299,-0.7082419588476384,-0.3120337435983916,-0.6402474646728518,0.6839879243594169,0.10258827618016976,0,0,0,0,0,0 +1042,US_MI_26155,26155,Shiawassee County,MI,Michigan,42.95,-84.14,google,68400.0,1400.0,48.857142857142854,11.133142723386813,3.909161773147114,0.10793859649122807,0.13100877192982457,0.11961988304093567,0.11058479532163742,0.12434210526315789,0.15535087719298246,0.13271929824561404,0.07744152046783626,0.040994152046783625,0.2127456140350877,0.6024590643274853,0.1847953216374269,1.0,0.5055847953216375,0.4944152046783626,,201.5,1,,1,0.3024428964987758,0.3456133630851326,-0.3284119763752422,0.3590213886105896,-0.021636480086054625,0.2073877898353191,0,0,0,0,0,0 +1043,US_MI_26157,26157,Tuscola County,MI,Michigan,43.466667,-83.45,google,52815.0,2367.0,22.313054499366288,10.874569454092974,3.149013482616769,0.1054056612704724,0.1208558174760958,0.1131307393732841,0.10784814920003787,0.11990911672820222,0.15609201931269526,0.14143709173530247,0.08878159613746095,0.04653980876644893,0.20209031525134907,0.5918697339770899,0.20603995077156112,1.0,0.49771845119757646,0.5022815488024236,,201.5,1,,1,0.1074011697820358,-0.1848654037606033,-0.678726453250666,0.010375531815226057,0.4805256591311769,-0.1775343549140945,0,0,0,0,0,0 +1044,US_MI_26159,26159,Van Buren County,MI,Michigan,42.27,-86.31,google,75303.0,2824.0,26.665368271954673,11.229288533227056,3.3201813880978954,0.12536021141255993,0.13328818240973136,0.1101018551717727,0.11493565993386717,0.11954371007795174,0.146767061073264,0.13829462305618634,0.07392799755653826,0.037780699308128496,0.231990757340345,0.5871532342668951,0.18085600839275992,1.0,0.5039108667649363,0.49608913323506365,,201.5,1,,1,0.3749656472805292,-0.0654137907604018,0.3043109951910463,-0.1449117269748933,-0.11475055393027007,0.12547779962374817,0,0,0,0,0,0 +1045,US_MI_26161,26161,Washtenaw County,MI,Michigan,42.25,-83.84,google,368807.0,1871.0,197.1175841795831,12.818031462403278,5.288860713922611,0.0999899676524578,0.14409704804952184,0.21189673731789255,0.12343583500313172,0.11268766590655817,0.11884806958653171,0.10286681109631866,0.0559886336213792,0.030189231766208344,0.2152676060920753,0.6471211229721778,0.13761127093574688,1.0,0.5042176531356509,0.4957823468643491,,201.5,1,,1,1.57335388385965,1.3084531166420557,-0.2454963917389954,1.8294865820816868,-1.1369321949554758,0.14048971188349035,0,0,0,0,0,0 +1046,US_MI_26163,26163,Wayne County,MI,Michigan,42.28,-83.26,google,1757217.0,1741.0,1009.3147616312464,14.379242434600611,6.918017206463485,0.13061335054236328,0.13029125031228356,0.1432230623764737,0.12091335333086352,0.12432215258559415,0.13639123682504778,0.1152384708320031,0.0612605045364346,0.03774661865893626,0.23484635079219016,0.6085272905964374,0.15662635861137242,1.0,0.5182490267280592,0.4817509732719408,,201.5,1,,1,2.750974774905651,2.4453798688667345,0.39819439973514936,0.5588132429357243,-0.6874700252792212,0.8270839330096571,0,0,0,0,0,0 +1047,US_MI_26165,26165,Wexford County,MI,Michigan,44.34,-85.58,google,33234.0,1491.0,22.2897384305835,10.411358816475682,3.148012852857806,0.12742974062706866,0.12652705061082026,0.11244508635734489,0.11596557742071373,0.11352831437684299,0.1449720166094963,0.13528314376842993,0.08015887344285973,0.043690196786423545,0.22865138111572486,0.5798579767707769,0.19149064211349823,0.9999999999999999,0.49993982066558346,0.5000601793344166,,201.5,1,,1,-0.24199845238761555,-0.18556370545675432,0.19452225449394409,-0.38510267542159715,0.13662170516072336,-0.06883655496777155,0,0,0,0,0,0 +1048,US_MN_27003,27003,Anoka County,MN,Minnesota,45.27,-93.24,google,350203.0,1156.0,302.9437716262976,12.766271120813203,5.7168427225430865,0.12878244903670158,0.13276014197479746,0.11933078814287713,0.13904221265951464,0.13107540483662333,0.15284277975916824,0.10933658478082713,0.05832902630759874,0.02850061250189176,0.23499056261653953,0.6235115061835564,0.14149793119990406,1.0,0.4997187345625252,0.5002812654374749,,260.0,1,,1,1.534311076276534,1.6071255875184305,0.40293565484507643,1.0521574402467913,-1.0450626866511916,-0.07965491424894981,0,0,0,0,0,0 +1049,US_MN_27007,27007,Beltrami County,MN,Minnesota,48.02,-94.92,google,46477.0,7914.0,5.872757139246904,10.746734361340112,1.9275653560352928,0.14830991673300772,0.14271575187727262,0.16311293758202983,0.11868235901628763,0.09484261032338576,0.11683198141015987,0.11338941842201519,0.06263313036555716,0.03948189427028423,0.2624825182348259,0.5787077479183251,0.158809733846849,1.0,0.5008283667190223,0.4991716332809777,,260.0,1,,1,0.010975203967374572,-1.0372678942048141,1.3067892441409714,-0.42297310825390677,-0.635861292924406,-0.025357519827144858,0,0,0,0,0,0 +1050,US_MN_27009,27009,Benton County,MN,Minnesota,45.7,-94.0,google,40135.0,1070.0,37.50934579439252,10.60002896616409,3.650900959741532,0.14336613927993025,0.1311573439641211,0.13474523483244052,0.15211162327145883,0.11942195091565964,0.12806777127195715,0.09801918524978198,0.0519496698642083,0.04116108135044226,0.24829201445122712,0.6095876417092313,0.14212034383954156,1.0,0.49909056932851625,0.5009094306714837,,260.0,1,,1,-0.09968462437426638,0.16538290078364476,0.8402477599043471,0.5937245177747552,-1.0303506358724832,-0.11039279010568395,0,0,0,0,0,0 +1051,US_MN_27011,27011,Big Stone County,MN,Minnesota,45.43,-96.41,google,5004.0,1367.0,3.6605705925384053,8.518192691749322,1.5391378853925386,0.11830535571542766,0.11091127098321343,0.09452438049560352,0.09892086330935251,0.08653077537969624,0.15487609912070344,0.14928057553956833,0.09612310151878498,0.09052757793764989,0.2070343725019984,0.5316746602717826,0.26129096722621903,1.0,0.4998001598721023,0.5001998401278976,,260.0,1,,1,-1.6700129990446488,-1.3083367477462942,-0.5161805815153201,-1.9715026750596025,1.7865013220444455,-0.07567054688527979,0,0,0,0,0,0 +1052,US_MN_27013,27013,Blue Earth County,MN,Minnesota,44.03,-94.06,google,66916.0,1984.0,33.72782258064516,11.111208324448542,3.547541169156932,0.11279813497519278,0.1400860780680256,0.23614681092713252,0.12195887381194333,0.09525375097136708,0.10465359555263315,0.09815290812361767,0.05255843146631598,0.03839141610377189,0.22486699742961325,0.6351067009384901,0.1400263016318967,1.0,0.4953972144180764,0.5046027855819236,,260.0,1,,1,0.28589778704064167,0.09325200878032532,0.07010299434900052,1.4339206373777582,-1.0798477915047542,-0.2911189407833336,0,0,0,0,0,0 +1053,US_MN_27015,27015,Brown County,MN,Minnesota,44.23,-94.72,google,25172.0,1602.0,15.712858926342072,10.13352727053818,2.8161784187175383,0.11945812807881774,0.12871444462100748,0.11985539488320356,0.11409502621960908,0.09840298744636898,0.1425790560940728,0.12899253138407754,0.08044652788812967,0.06745590338471318,0.22242968377562372,0.5651716192594947,0.21239869696488162,1.0,0.5006753535674558,0.4993246464325441,,260.0,1,,1,-0.45156669045035364,-0.41713841740784924,-0.010028616693358758,-0.8686401162506862,0.6308281930571181,-0.03284487984431928,0,0,0,0,0,0 +1054,US_MN_27017,27017,Carlton County,MN,Minnesota,46.59,-92.68,google,35509.0,2267.0,15.66343184825761,10.477569625937134,2.8132166088177653,0.1176321495958771,0.1295727843645273,0.11042270973556,0.12892506125207695,0.12822101439071784,0.14658255653496297,0.1254048269452815,0.06789827930947084,0.04534061787152553,0.22129037708749896,0.602768312258864,0.1759413106536371,1.0,0.47754090512264497,0.5224590948773551,,260.0,1,,1,-0.19205566193621895,-0.4192053526135666,-0.04748562606978266,0.36920314764823053,-0.23091992147732002,-1.1648779275384171,0,0,0,0,0,0 +1055,US_MN_27019,27019,Carver County,MN,Minnesota,44.82,-93.8,google,102118.0,974.0,104.84394250513347,11.533894078906377,4.661965768783522,0.14109167825456825,0.15534969349184277,0.10047200297694824,0.13643040404238235,0.14224720421473197,0.1530190563857498,0.09802385475626237,0.045770579133943085,0.02759552674357116,0.26537143304804245,0.6122505336963121,0.12237803325564543,1.0,0.5037211852954425,0.4962788147045575,,260.0,1,,1,0.6047295039971954,0.8709668240567091,1.4017681557669985,0.6813982636745255,-1.4970022706600954,0.11619615660059848,0,0,0,0,0,0 +1056,US_MN_27021,27021,Cass County,MN,Minnesota,46.95,-94.32,google,29324.0,6253.0,4.689588997281305,10.286195673521677,1.738638013065607,0.1165257127267767,0.11407038603191924,0.08856226981312236,0.09712181148547265,0.0979743554767426,0.14779702632655844,0.17088391761014868,0.11683262856363388,0.05023189196562543,0.2077820215523121,0.5397114991133543,0.2525064793343337,1.0,0.490042286181967,0.509957713818033,,260.0,1,,1,-0.3364089674022274,-1.1691131475198966,-0.49160010833827894,-1.7068957102064017,1.5788612072716541,-0.5531505057790318,0,0,0,0,0,0 +1057,US_MN_27025,27025,Chisago County,MN,Minnesota,45.5033133319524,-92.90482528770261,geometry_centroid,55257.0,1146.0,48.217277486910994,10.919768405278106,3.89624473028621,0.11915232459235933,0.13368442007347486,0.11071900392710426,0.12872577230034205,0.13315959968872723,0.1614637059558065,0.11517092857013592,0.0642814485042619,0.03364279638778797,0.22609986065113924,0.618390430171743,0.15550970917711784,1.0,0.48301572651428776,0.5169842734857122,260.0,260.0,0,,1,0.14149472287439238,0.3365990469924592,0.1106358637948529,0.8835498064518738,-0.71386441725098,-0.8969796562505884,0,0,0,0,0,0 +1058,US_MN_27027,27027,Clay County,MN,Minnesota,46.9,-96.49,google,63766.0,2727.0,23.38320498716538,11.062991094138104,3.193894575099907,0.1441206912774833,0.14758648809710503,0.17123545463099457,0.13988645986889564,0.10806699495028699,0.10914907631025939,0.08996957626321236,0.05063827117899821,0.03934698742276448,0.26218988175516733,0.6028400715114638,0.13497004673336888,1.0,0.5051281247059561,0.49487187529404386,,260.0,1,,1,0.2495275470582572,-0.15354458532064633,1.2971682285911588,0.3715657678780102,-1.199363164554631,0.18504162367988458,0,0,0,0,0,0 +1059,US_MN_27029,27029,Clearwater County,MN,Minnesota,47.57,-95.38,google,8845.0,2667.0,3.3164604424446944,9.087720658428273,1.4624357243851895,0.1370265686828717,0.1327303561334087,0.09971735443753534,0.10864895421141887,0.1100056529112493,0.13793103448275862,0.13284341435839458,0.08558507631430187,0.05551158846806105,0.24321085358959862,0.5492707744488412,0.2075183719615602,1.0,0.49214245336348217,0.5078575466365178,,260.0,1,,1,-1.2404182526971255,-1.3618642874283127,0.6731943299359843,-1.3921636516717302,0.5154712984617869,-0.4503834715517248,0,0,0,0,0,0 +1060,US_MN_27033,27033,Cottonwood County,MN,Minnesota,44.01,-95.18,google,11249.0,1681.0,6.6918500892326,9.328123407632566,2.0401613383572874,0.13387856698373188,0.12827806916170326,0.10196461907725131,0.10178682549559961,0.10383145168459419,0.130233798559872,0.13254511512134412,0.09031913947906481,0.07716241443683883,0.2365010223130945,0.5297448662103298,0.23375411147657568,0.9999999999999999,0.5027113521201885,0.49728864787981153,,260.0,1,,1,-1.0590825429375326,-0.958691413012857,0.45259506929975096,-2.035039714865777,1.1356089810555634,0.06678220451211185,0,0,0,0,0,0 +1061,US_MN_27035,27035,Crow Wing County,MN,Minnesota,46.49,-94.07,google,64278.0,2995.0,21.46176961602671,11.070988262792044,3.1118147358782684,0.11814306605681571,0.11892093717912816,0.10411027101029902,0.11591835464700208,0.1034413018451103,0.14286381032390555,0.14631755810697283,0.09785618718690688,0.05242851364385948,0.21327981580011826,0.563276704315629,0.22344347988425278,1.0,0.5019602352282274,0.4980397647717726,,260.0,1,,1,0.25555980858076194,-0.2108250034122436,-0.3108490139787111,-0.9310287869501225,0.8918952035925031,0.03002796131458641,0,0,0,0,0,0 +1062,US_MN_27037,27037,Dakota County,MN,Minnesota,44.68,-93.06,google,421518.0,1519.0,277.4970375246873,12.95162013251368,5.629407422056498,0.13346760992413134,0.13410577958711134,0.11925943850559169,0.13989438173458785,0.1291546268486755,0.14675767108403437,0.10915785328265934,0.056801844761077816,0.03140079427213073,0.24075223359382042,0.6164662007316414,0.14278156567453823,1.0,0.5068466827039415,0.49315331729605855,,260.0,1,,1,1.6741197710655578,1.546107795386646,0.5923622298572011,0.8201959776811962,-1.0147212469543414,0.26913545685423107,0,0,0,0,0,0 +1063,US_MN_27039,27039,Dodge County,MN,Minnesota,44.03,-92.86,google,20696.0,1139.0,18.170324846356454,9.937744041214218,2.953363502472479,0.13727290297642056,0.14935253189022032,0.10818515655199072,0.13045999226903748,0.13186122922303828,0.13896405102435253,0.10717046772323154,0.05880363355237727,0.03793003478933127,0.2567549284885968,0.5929261693080788,0.1503189022033243,1.0,0.49898531117124084,0.5010146888287592,,260.0,1,,1,-0.5992459119484234,-0.3214021315192409,1.118483158461855,0.045157882439294764,-0.836560215693315,-0.11554336513924937,0,0,0,0,0,0 +1064,US_MN_27041,27041,Douglas County,MN,Minnesota,45.94,-95.45,google,37520.0,1865.0,20.117962466487935,10.532656055217016,3.050123980059509,0.11633795309168443,0.11703091684434969,0.10852878464818763,0.11772388059701493,0.10610341151385927,0.13712686567164178,0.14248400852878465,0.09301705756929637,0.06164712153518124,0.2099626865671642,0.5641311300639659,0.22590618336886994,1.0,0.500772921108742,0.499227078891258,,260.0,1,,1,-0.15050398757038075,-0.2538766506766014,-0.41990633987405845,-0.902897452178251,0.9501064551180046,-0.028070628088037862,0,0,0,0,0,0 +1065,US_MN_27043,27043,Faribault County,MN,Minnesota,43.68,-93.95,google,13768.0,1869.0,7.366506153023007,9.530174967444372,2.1242363723879474,0.11533991865194654,0.12674317257408482,0.09536606624055781,0.11047356188262639,0.10241138872748402,0.14199593259732712,0.14294015107495642,0.09071760604299825,0.07401220220801859,0.2167344567112144,0.5470656595002905,0.23619988378849507,1.0,0.5000726321905868,0.49992736780941316,,260.0,1,,1,-0.9066751219418139,-0.9000186238601234,-0.1972707138178537,-1.4647654277170878,1.1934200281883365,-0.06233771684862869,0,0,0,0,0,0 +1066,US_MN_27045,27045,Fillmore County,MN,Minnesota,43.68,-92.09,google,20980.0,2233.0,9.395432154052843,9.951372545256701,2.341366493707289,0.13555767397521448,0.12897998093422308,0.09551954242135367,0.11434699714013347,0.1059580552907531,0.14008579599618684,0.13493803622497616,0.08093422306959008,0.06367969494756912,0.23874165872259295,0.5491754051477598,0.2120829361296473,1.0,0.49761677788369874,0.5023832221163013,,260.0,1,,1,-0.5889659361091911,-0.7484917172848448,0.5262605185370243,-1.3953036152565166,0.6233645119779544,-0.18250951356776782,0,0,0,0,0,0 +1067,US_MN_27047,27047,Freeborn County,MN,Minnesota,43.67,-93.35,google,30582.0,1872.0,16.33653846153846,10.32819957800675,2.8528163240619446,0.1188934667451442,0.12105159897979204,0.10414622980838402,0.1135635341050291,0.10571578052449153,0.14475835458766595,0.13344450984239095,0.09080504872147015,0.06762147668563206,0.21573474592897784,0.5591164737427246,0.2251487803282977,1.0,0.49937871950820745,0.5006212804917926,,260.0,1,,1,-0.3047254369197947,-0.3915702077716064,-0.23013822573036755,-1.0680012965009635,0.9322036181843958,-0.09629279861949877,0,0,0,0,0,0 +1068,US_MN_27049,27049,Goodhue County,MN,Minnesota,44.41,-92.72,google,46307.0,2021.0,22.912914398812468,10.743070011325619,3.174418664414956,0.1192260349407217,0.12546699203144232,0.10473578508648801,0.12034897531690673,0.11352495303085927,0.1526982961539292,0.1326797244477077,0.07830349623167124,0.05301574276027383,0.21959962856587556,0.5827412702183256,0.1976591012157989,1.0,0.5026237933789708,0.4973762066210292,,260.0,1,,1,0.008211186031286314,-0.1671360874157734,-0.10307239992771665,-0.29017237471797186,0.2824263976751427,0.06249771124185415,0,0,0,0,0,0 +1069,US_MN_27053,27053,Hennepin County,MN,Minnesota,44.975833,-93.266667,google,1247847.0,1571.0,794.3010821133037,14.036931025622117,6.678720762597526,0.1262983362543645,0.11735573351540694,0.14912485264619782,0.1584304806598886,0.12172325613636928,0.13085819014670869,0.1073817543336643,0.05406111486424217,0.034766281443157694,0.22018292306669004,0.637298803459078,0.14251827347423202,1.0,0.505406512176573,0.49459348782342705,,260.0,1,,1,2.492769398671904,2.278383923425591,-0.08389541464890102,1.5060939888725575,-1.0209447198947348,0.19866389859834677,0,0,0,0,0,0 +1070,US_MN_27059,27059,Isanti County,MN,Minnesota,45.56310987429357,-93.29670491586451,geometry_centroid,39543.0,1170.0,33.797435897435896,10.585169254986795,3.5495437029576786,0.12821485471512026,0.13155299294438966,0.11524163568773234,0.13223579394583113,0.12032470980957438,0.15413600384391674,0.11508990213185646,0.06613054143590522,0.03707356548567382,0.23345724907063198,0.6057936929418608,0.16074905798750727,1.0,0.4950307260450649,0.5049692739549352,,260.0,1,,1,-0.11089329932526444,0.09464950144645484,0.35252487391602805,0.468811565315188,-0.5900212289270605,-0.3090522384296723,0,0,0,0,0,0 +1071,US_MN_27061,27061,Itasca County,MN,Minnesota,47.51,-93.63,google,45088.0,7583.0,5.9459316893050245,10.716393593302708,1.9381561197363828,0.10887597586941093,0.12193931866572037,0.09406050390347764,0.10827714691270404,0.10945262597586941,0.1442734208658623,0.16374645138396027,0.09375,0.05562455642299503,0.20642743080198725,0.5623247870830376,0.23124778211497515,1.0,0.49485450674237047,0.5051454932576295,,260.0,1,,1,-0.011910826766151872,-1.0298770004304045,-0.5361350162476222,-0.9623699566155614,1.0763665388430945,-0.31767514010669146,0,0,0,0,0,0 +1072,US_MN_27063,27063,Jackson County,MN,Minnesota,43.68,-95.16,google,9965.0,1863.0,5.348899624261943,9.20693457884135,1.8482815103707793,0.11359759157049674,0.12473657802308079,0.10005017561465128,0.11590566984445559,0.10918213748118415,0.1457099849473156,0.13517310587054693,0.08329152032112393,0.072353236327145,0.21338685398896137,0.5633818364274963,0.2232313095835424,1.0,0.4890115403913698,0.5109884596086302,,260.0,1,,1,-1.1504952341672567,-1.092597094050222,-0.30732991724653,-0.9275673900528868,0.8868801058277742,-0.6035877704283792,0,0,0,0,0,0 +1073,US_MN_27067,27067,Kandiyohi County,MN,Minnesota,45.15,-95.01,google,42778.0,2232.0,19.165770609318997,10.663802606954118,3.003986642785777,0.13506942821076254,0.12948244424704286,0.12190845761840198,0.11992145495348076,0.10358128009724625,0.13408761512927206,0.13051101033241386,0.07293468605357895,0.05250362335780074,0.23865538360839686,0.5706508018140165,0.1906938145775866,1.0,0.4978259853195568,0.5021740146804432,,260.0,1,,1,-0.05158018940049762,-0.2860741548838915,0.523424049836297,-0.688242089836472,0.11778698615978461,-0.1722724105834609,0,0,0,0,0,0 +1074,US_MN_27071,27071,Koochiching County,MN,Minnesota,48.26,-93.77,google,12506.0,8170.0,1.5307221542227663,9.434043766548907,0.9285046984618813,0.09227570766032304,0.1144250759635375,0.09139612985766832,0.0982728290420598,0.10698864545018391,0.1570446185830801,0.17703502318886935,0.0986726371341756,0.06388933312010235,0.18381576843115305,0.5651047497201344,0.2510794818487126,1.0,0.5000799616184232,0.49992003838157684,,260.0,1,,1,-0.9791868532016241,-1.7344745737908105,-1.279539104250415,-0.8708417462945457,1.5451310769166957,-0.06197906751444641,0,0,0,0,0,0 +1075,US_MN_27073,27073,Lac qui Parle County,MN,Minnesota,45.0,-96.18,google,6683.0,2015.0,3.316625310173697,8.807471889715284,1.4624739187768003,0.1041448451294329,0.11461918300164596,0.08813407152476432,0.09786024240610504,0.0975609756097561,0.14409696244201706,0.15621726769414934,0.10160107736046686,0.09576537483166243,0.1958401915307497,0.5286847224300464,0.27547508603920395,1.0,0.49887774951369146,0.5011222504863085,,260.0,1,,1,-1.4518098010551523,-1.361837633005729,-0.8842118991332276,-2.0699441634355,2.1217732348214797,-0.12080665686202946,0,0,0,0,0,0 +1076,US_MN_27079,27079,Le Sueur County,MN,Minnesota,44.37,-93.73,google,28210.0,1227.0,22.991035044824777,10.247467251790306,3.177680220765609,0.12495568947181851,0.13753987947536334,0.1020560085076214,0.12332506203473946,0.12435306628855015,0.1488479262672811,0.12364409783764622,0.0738390641616448,0.041439205955334985,0.23498759305210917,0.5879120879120879,0.1771003190358029,1.0,0.4966678482807515,0.5033321517192485,,260.0,1,,1,-0.3656218023875668,-0.16485997048905499,0.4028380244143319,-0.11992703289547536,-0.2035242853904586,-0.22894328409980136,0,0,0,0,0,0 +1077,US_MN_27081,27081,Lincoln County,MN,Minnesota,44.41,-96.27,google,5665.0,1420.0,3.98943661971831,8.642238680390461,1.6073230015294744,0.1293909973521624,0.12109443954104149,0.0910856134157105,0.10679611650485436,0.10203000882612533,0.13097969991173875,0.1327449249779347,0.09355692850838482,0.09232127096204766,0.22626654898499562,0.5214827890556045,0.2522506619593998,1.0,0.493909973521624,0.506090026478376,,260.0,1,,1,-1.5764451531380441,-1.2607529318301665,0.11611607956930416,-2.3070624843141796,1.5728144177779595,-0.3638937834031023,0,0,0,0,0,0 +1078,US_MN_27083,27083,Lyon County,MN,Minnesota,44.41,-95.84,google,25929.0,1869.0,13.873194221508829,10.16315587853271,2.6995605471891406,0.1485980947973312,0.14238883103860542,0.1340583902194454,0.129237533263913,0.10721585869104092,0.12322110378340854,0.10737012611361796,0.05931582398087084,0.04859423811176675,0.2625091596282155,0.575895715222338,0.16159512514944657,1.0,0.5006363531181303,0.49936364688186974,,260.0,1,,1,-0.4292178417884311,-0.49852162309446285,1.3076651337784138,-0.5155572015051305,-0.5700226263024445,-0.034753280540225535,0,0,0,0,0,0 +1079,US_MN_27085,27085,McLeod County,MN,Minnesota,44.83,-94.27,google,35876.0,1310.0,27.38625954198473,10.487851700636917,3.345905209144811,0.12161333481993533,0.13178726725387446,0.11500724718474746,0.12172482996989631,0.12066562604526702,0.1444977143494258,0.11631731519678894,0.07732188649793734,0.051064778682127325,0.2270431486230349,0.5864115285985059,0.18654532277845914,0.9999999999999999,0.49988850485003905,0.500111495149961,,260.0,1,,1,-0.184299896581382,-0.047462108124889275,0.14164836181337997,-0.1693318366219493,0.01972853085694106,-0.07134758086079093,0,0,0,0,0,0 +1080,US_MN_27087,27087,Mahnomen County,MN,Minnesota,47.33,-95.81,google,5567.0,1510.0,3.6867549668874173,8.624791202014256,1.5447404382668148,0.19615591880725705,0.14657804921860967,0.10328722830968205,0.10364648823423747,0.09466499012035208,0.12035207472606431,0.11693910544278786,0.07131309502425004,0.04706305011675947,0.3134183581821448,0.5097359439554517,0.17684569786240345,1.0,0.4964972157355847,0.5035027842644153,,260.0,1,,1,-1.5896057799833538,-1.3044269378092612,2.9814078998455797,-2.6938186567129603,-0.20954280010855406,-0.23729281015838802,0,0,0,0,0,0 +1081,US_MN_27091,27091,Martin County,MN,Minnesota,43.68,-94.56,google,19866.0,1890.0,10.511111111111111,9.896815342768063,2.443312752489163,0.11733615221987315,0.12050739957716702,0.09966777408637874,0.10983590053357495,0.10077519379844961,0.1420517467029095,0.14859559045605558,0.08506996879089902,0.07616027383469244,0.21374207188160677,0.5507298902647739,0.23552803785361925,1.0,0.5040773180308064,0.4959226819691936,,260.0,1,,1,-0.6301184148912365,-0.6773472757109333,-0.2956514112970986,-1.3441233444023917,1.1775395160009257,0.13362272403138525,0,0,0,0,0,0 +1082,US_MN_27093,27093,Meeker County,MN,Minnesota,45.12,-94.53,google,23047.0,1671.0,13.792339916217834,10.045334276764365,2.694109473554287,0.13094979823838243,0.13624332884974183,0.10031674404477806,0.11094719486267193,0.11133770121924763,0.14205753460320214,0.13598299127869137,0.0785351672668894,0.05362953963639519,0.2399444613181759,0.5598993361391938,0.20015620254263028,1.0,0.4909966590011715,0.5090033409988285,,260.0,1,,1,-0.5180906348508716,-0.5023257213945261,0.5658050841665766,-1.0422261320723916,0.34145071559599915,-0.5064503835030313,0,0,0,0,0,0 +1083,US_MN_27099,27099,Mower County,MN,Minnesota,43.67,-92.75,google,39773.0,1843.0,21.58057514921324,10.590968711469447,3.1170900300186095,0.13554421341110803,0.13662534885475072,0.11558092173082242,0.12546199683202172,0.11238780076936615,0.1309431021044427,0.11434893017876449,0.06821210368843185,0.06089558243029191,0.2448444924949086,0.5688733562969853,0.186282151208106,0.9999999999999999,0.4977245870314032,0.5022754129685968,,260.0,1,,1,-0.10651877132596968,-0.20714357497889904,0.7269035097658726,-0.7467631666833449,0.013507909262876565,-0.17723411146184154,0,0,0,0,0,0 +1084,US_MN_27103,27103,Nicollet County,MN,Minnesota,44.34,-94.25,google,34052.0,1209.0,28.165425971877585,10.43567341342345,3.372983965683634,0.11987548455303654,0.14316339715728885,0.1471866557030424,0.13643838834723365,0.11059555973217432,0.12430987900857512,0.11253377187830377,0.06407846822506755,0.04181839539527781,0.2344062022788676,0.6034300481616351,0.16216374955949725,1.0,0.4945377657699988,0.5054622342300011,,260.0,1,,1,-0.22365796040224678,-0.02856486721100297,0.38372362802601623,0.39099031200705125,-0.556581975097882,-0.33317415877311285,0,0,0,0,0,0 +1085,US_MN_27109,27109,Olmsted County,MN,Minnesota,44.0,-92.4,google,154727.0,1695.0,91.28436578171092,11.949424015658566,4.524874742348046,0.13777815119533113,0.12798671207998605,0.12736626445287508,0.14636101003703297,0.11647611599785429,0.13357074072398484,0.10618056318548152,0.06252302442366232,0.04175741790379184,0.24016752085931997,0.6024617552204852,0.1573707239201949,1.0,0.5119274593315969,0.48807254066840305,,260.0,1,,1,0.9181635901576861,0.7752961772170393,0.5731386172803745,0.35910998426909113,-0.6698753629541059,0.5177520194741954,0,0,0,0,0,0 +1086,US_MN_27111,27111,Otter Tail County,MN,Minnesota,46.41,-95.71,google,58219.0,5762.0,10.103956959389102,10.971984217299614,2.407301527621229,0.12202202030265034,0.1164568268091173,0.09522664422267645,0.10596197117779418,0.09761418093749463,0.1472028032085745,0.15486353252374654,0.09519229117642007,0.06545972964152597,0.21518748174994418,0.5467287311702366,0.2380837870798193,1.0,0.4960236348958244,0.5039763651041756,,260.0,1,,1,0.18088109164485647,-0.702478148724169,-0.24813064138026175,-1.4758585433743874,1.237950102160292,-0.26046644071380426,0,0,0,0,0,0 +1087,US_MN_27119,27119,Polk County,MN,Minnesota,47.77,-96.4,google,31637.0,5174.0,6.114611519134132,10.362114208758525,1.9621506297889229,0.13607484906912792,0.13237664759616904,0.12200904004804501,0.123052122514777,0.10579384897430225,0.13553750355596295,0.12254638556120998,0.06922274551948668,0.05338685716091918,0.24197616714606315,0.574141037392926,0.18388279546101083,1.0,0.49796124790593294,0.5020387520940671,,260.0,1,,1,-0.27914364278905646,-1.0131321385892254,0.632601518382694,-0.5733286691043369,-0.04320598332132447,-0.16565363519922596,0,0,0,0,0,0 +1088,US_MN_27123,27123,Ramsey County,MN,Minnesota,45.02,-93.1,google,544886.0,441.0,1235.5691609977325,13.208333712698044,7.120096018270503,0.1356907683442041,0.12543357693168847,0.1588956222035435,0.14693165175834946,0.11037905176495634,0.12270823621821812,0.10780236599949347,0.05535469804693092,0.03680402873261563,0.2360376298895549,0.6179024603311519,0.14605990977929328,1.0,0.5125934599163862,0.48740654008361384,,260.0,1,,1,1.8677587349365525,2.586403035304756,0.4373601070771945,0.8674837609576166,-0.9372305890407647,0.5503412845074044,0,0,0,0,0,0 +1089,US_MN_27129,27129,Renville County,MN,Minnesota,44.72,-94.96,google,14693.0,2557.0,5.746186937817755,9.595194526180222,1.9089774471683192,0.12761178792622338,0.1255699993194038,0.10025182059484108,0.10835091540189205,0.10569659021302662,0.15027564146192066,0.13462192880963725,0.08051453072891854,0.06710678554413667,0.2280677873817464,0.5569999319403798,0.21493228067787382,1.0,0.4920710542435173,0.5079289457564827,,260.0,1,,1,-0.8576308914966724,-1.0502396933877256,0.17533543132025314,-1.1376868673259535,0.6907148500172962,-0.45387722951052356,0,0,0,0,0,0 +1090,US_MN_27131,27131,Rice County,MN,Minnesota,44.36,-93.3,google,66196.0,1337.0,49.51084517576664,11.1003904236777,3.9221880691803297,0.11784699981872017,0.14849839869478518,0.1539065804580337,0.11975043809293613,0.11789231977763007,0.1326817330352287,0.10849598163030999,0.06134811771103994,0.039579430781316094,0.23664571877454832,0.6081787419179406,0.15517553930751102,1.0,0.49040727536407036,0.5095927246359296,,260.0,1,,1,0.27773784826755177,0.35470392283821267,0.457352257833711,0.5473375359147551,-0.7217632351368658,-0.5352905677226945,0,0,0,0,0,0 +1091,US_MN_27137,27137,St. Louis County,MN,Minnesota,47.58,-92.46,google,199778.0,17767.0,11.244329374683401,12.204967034567556,2.505062921626554,0.10389031825326112,0.12274124277948523,0.1496411016228013,0.11691978095686212,0.10503158505941596,0.13675680004805335,0.14116669503148493,0.0746128202304558,0.04923965601818018,0.20208331247684932,0.6034808637587722,0.19443582376437846,1.0,0.49904393877203695,0.500956061227963,,260.0,1,,1,1.1109196000675063,-0.6342541661366627,-0.6789566836116673,0.3926633778966002,0.20623735760876152,-0.11267455321289013,0,0,0,0,0,0 +1092,US_MN_27139,27139,Scott County,MN,Minnesota,44.65,-93.53,google,145535.0,955.0,152.39267015706807,11.888178757670154,5.033001105243086,0.1486652695227952,0.15483560655512418,0.10690211976500498,0.14313395403167622,0.1498127598172261,0.1435737107912186,0.08650152884185934,0.04381076716940942,0.022764283505685916,0.27253375476689456,0.6176404301370805,0.10982581509602501,1.0,0.5017074930429106,0.4982925069570894,,260.0,1,,1,0.8719663134480908,1.1298983643801626,1.6372439539663248,0.8588566109400629,-1.7937007295109868,0.017660581689886178,0,0,0,0,0,0 +1093,US_MN_27141,27141,Sherburne County,MN,Minnesota,45.44,-93.77,google,94476.0,1168.0,80.88698630136986,11.45611169761521,4.4053400808143195,0.1400884880816292,0.14990050383166095,0.12057030356916042,0.14506329649858166,0.14093526398238707,0.14223718192980228,0.09205512511113934,0.04554595876201363,0.02360387823362547,0.26000889114695797,0.6248137093018333,0.11517739955120877,1.0000000000000002,0.48697023582708837,0.5130297641729117,,260.0,1,,1,0.5460582809562355,0.6918774540077917,1.2254637555874464,1.0950315131928947,-1.6672046122453335,-0.7034744927199449,0,0,0,0,0,0 +1094,US_MN_27143,27143,Sibley County,MN,Minnesota,44.58,-94.23,google,14899.0,1555.0,9.581350482315113,9.60911649193355,2.3590930631155413,0.12457211893415665,0.13638499228136117,0.10410094637223975,0.11765890328209946,0.11739042888784482,0.15249345593664004,0.12014229142895497,0.0727565608430096,0.054500302033693535,0.2336801127592456,0.5789918786495738,0.18732800859118062,1.0,0.4965433921739714,0.5034566078260286,,260.0,1,,1,-0.8471295575914469,-0.7361210143611636,0.3598519679821615,-0.4136183144227383,0.03822898005610815,-0.23503326831526672,0,0,0,0,0,0 +1095,US_MN_27145,27145,Stearns County,MN,Minnesota,45.55,-94.61,google,158301.0,3600.0,43.9725,11.97225988002808,3.806051191854704,0.12744707866659086,0.1454633893658284,0.17210883064541602,0.11992975407609555,0.10510988559769048,0.1264489801075167,0.10368854271293296,0.05977852319315734,0.04002501563477173,0.24381779015925362,0.6045343996563508,0.15164781018439555,1.0,0.4956570078521298,0.5043429921478702,,260.0,1,,1,0.9353886746757528,0.273656384829505,0.6931485959974613,0.42735026682364674,-0.8051486400718145,-0.27840652390319975,0,0,0,0,0,0 +1096,US_MN_27147,27147,Steele County,MN,Minnesota,44.02,-93.22,google,36787.0,1119.0,32.87488829311886,10.512926984022588,3.52267398157432,0.135836029031995,0.13779324217794328,0.11153396580313697,0.12420148421996902,0.11656291624758747,0.13760295756653165,0.11634544812025988,0.06942669964933265,0.05069725718324408,0.24607062277434966,0.5756326963329437,0.17829668089270667,1.0,0.5034930817951994,0.4965069182048006,,260.0,1,,1,-0.16538561908158672,0.07589813826837313,0.7672150201365651,-0.5242169035837242,-0.17524572022711418,0.10503441651477097,0,0,0,0,0,0 +1097,US_MN_27155,27155,Traverse County,MN,Minnesota,45.77,-96.47,google,3304.0,1518.0,2.176548089591568,8.103191752285786,1.1557951007855412,0.11047215496368039,0.11864406779661017,0.10441888619854721,0.09231234866828088,0.0950363196125908,0.14800242130750604,0.1410411622276029,0.09624697336561744,0.09382566585956416,0.20538740920096854,0.5340193704600484,0.2605932203389831,1.0,0.4984866828087167,0.5015133171912833,,260.0,1,,1,-1.9830480627350697,-1.5758571910477615,-0.5703278277768522,-1.894304829164253,1.7700085855831813,-0.13994264080131993,0,0,0,0,0,0 +1098,US_MN_27157,27157,Wabasha County,MN,Minnesota,44.28,-92.24,google,21590.0,550.0,39.25454545454546,9.980031840175913,3.6952229280361113,0.11894395553496989,0.11834182491894396,0.10078740157480315,0.11083835108846689,0.11315423807318203,0.152292728114868,0.14080592867068087,0.08994905048633627,0.05488652153774896,0.21361741547012505,0.5711440481704493,0.21523853635942566,1.0,0.49939786938397407,0.500602130616026,,260.0,1,,1,-0.5673482399614301,0.19631352758105594,-0.29974974269668614,-0.6720023189671767,0.697953856508043,-0.09535574181960282,0,0,0,0,0,0 +1099,US_MN_27161,27161,Waseca County,MN,Minnesota,44.02,-93.59,google,18713.0,433.0,43.21709006928406,9.837027185835858,3.7891113675038084,0.12226794207235611,0.13568107732592316,0.11286271575909795,0.13359696467696253,0.1198097579223,0.13332977074760863,0.12477956500828301,0.06802757441350933,0.04964463207395928,0.23081280393309464,0.5891252070752953,0.1800619889916101,1.0,0.5203868968097045,0.47961310319029554,,260.0,1,,1,-0.6752166007830548,0.2618347215511767,0.2655833968364798,-0.07998598317314834,-0.13351889667440078,0.9316958752339314,0,0,0,0,0,0 +1100,US_MN_27163,27163,Washington County,MN,Minnesota,45.04,-92.89,google,255464.0,423.0,603.9338061465721,12.450840692941046,6.405119040717006,0.1285738890802618,0.14112360254282405,0.11004681677261767,0.1297247361663483,0.13255096608524097,0.15041649704067891,0.11409435380327561,0.06095575110387374,0.03251338740487897,0.24147277111452106,0.6080109134750884,0.1505163154103905,1.0,0.5056876898506247,0.49431231014937527,,260.0,1,,1,1.2963820147026066,2.087447620814444,0.6160513567185312,0.5418119087677405,-0.8318939333240539,0.2124227059483344,0,0,0,0,0,0 +1101,US_MN_27165,27165,Watonwan County,MN,Minnesota,43.98,-94.61,google,10934.0,440.0,24.85,9.299723933110869,3.2523106009544382,0.1357234314980794,0.13023596122187672,0.11660874336930675,0.10892628498262301,0.10508505578928114,0.13243094933235777,0.1251143222974209,0.07783062008414121,0.06804463142491311,0.23991220047558073,0.5516553868666545,0.20843241265776477,1.0,0.5053045546003293,0.49469544539967075,,260.0,1,,1,-1.0805042566501952,-0.11277824835010587,0.5647444437822325,-1.3136520544296693,0.5370766006037864,0.19367483019475182,0,0,0,0,0,0 +1102,US_MN_27167,27167,Wilkin County,MN,Minnesota,46.36,-96.47,google,6322.0,751.0,8.418109187749668,8.751949058058614,2.2426343452718553,0.12416956659285036,0.12970578930718127,0.09743751977222398,0.11689338816830117,0.10945903195191395,0.16308130338500473,0.12527681113571654,0.07529262891490035,0.05868396077190762,0.22793419803859538,0.5754508067067384,0.19661499525466625,1.0,0.4829167984814932,0.5170832015185068,,260.0,1,,1,-1.49369065358138,-0.8173931527054487,0.17094341174277278,-0.5302054847755602,0.25774672547651534,-0.9018204806486262,0,0,0,0,0,0 +1103,US_MN_27169,27169,Winona County,MN,Minnesota,43.98,-91.77,google,50718.0,642.0,79.0,10.834055872828415,4.382026634673881,0.0959817027485311,0.14470207815765607,0.20377380811546197,0.10623447296817698,0.09702669663630269,0.12269805591703142,0.11820261051303285,0.06682045821996135,0.04456011672384558,0.21174336527465595,0.6177747545250207,0.17048188020032334,1.0,0.5040025237588233,0.4959974762411767,,260.0,1,,1,0.07684178958431316,0.6756078809342593,-0.3613629294489862,0.8632791419002188,-0.35996520901961365,0.1299628318206387,0,0,0,0,0,0 +1104,US_MN_27171,27171,Wright County,MN,Minnesota,45.18,-93.97,google,134205.0,714.0,187.96218487394958,11.807131211909255,5.24154691500895,0.15020304757646882,0.15398085019187063,0.10403487202414217,0.1395179017175217,0.13945829141984278,0.1386535524011773,0.09393092656756455,0.053082970083081854,0.027137588018330168,0.27338772772996534,0.5994262508848404,0.1271860213851943,1.0,0.49565962520025336,0.5043403747997467,,260.0,1,,1,0.810832177988032,1.275434604313369,1.6653200406060018,0.25916825283869854,-1.3833552124214528,-0.27827844976388033,0,0,0,0,0,0 +1105,US_MN_27173,27173,Yellow Medicine County,MN,Minnesota,44.72,-95.86,google,9836.0,1976.0,4.977732793522267,9.193906065512758,1.788041364556,0.12850752338348922,0.129117527450183,0.10847905652704351,0.11254575030500204,0.10349735664904433,0.142842618950793,0.13043920292801953,0.0758438389589264,0.06872712484749899,0.23180154534363562,0.5584078893859292,0.20979056527043513,1.0,0.49766165107767385,0.5023383489223261,,260.0,1,,1,-1.1603226372205593,-1.1346364154096584,0.2980902684905471,-1.0913309115013563,0.5691794354923566,-0.18031374310638856,0,0,0,0,0,0 +1106,US_MS_28001,28001,Adams County,MS,Mississippi,31.48,-91.35,google,31462.0,1259.0,24.98967434471803,10.35656753125214,3.2576993185525054,0.11153137117792893,0.11159493992753163,0.12592969296293943,0.13050664293433348,0.11874642425783485,0.14484139596974127,0.1358464179009599,0.07418473078634544,0.046818384082385096,0.20080732311995422,0.6102663530608353,0.18892632381921048,1.0,0.48394889072531944,0.5160511092746806,,201.5,1,,1,-0.2833274996948414,-0.10901766597175419,-0.7209074118954665,0.6160705862103184,0.07600857079329715,-0.85131733028966,0,0,0,0,0,0 +1107,US_MS_28003,28003,Alcorn County,MS,Mississippi,34.88,-88.58,google,37165.0,1039.0,35.76997112608277,10.523149643833596,3.604681510055401,0.12175433875958563,0.13286694470604063,0.12140454728911611,0.12156598950625588,0.1282120274451769,0.13262478138033096,0.11801426072918068,0.08279295035651824,0.040764159827794966,0.22804789452441812,0.5893878649266783,0.18256424054890355,0.9999999999999999,0.5103188483788511,0.48968115162114895,,201.5,1,,1,-0.1576746703566004,0.13312809342667334,0.17468141344145363,-0.07133816800360439,-0.0743728420675345,0.43903820169137425,0,0,0,0,0,0 +1108,US_MS_28005,28005,Amite County,MS,Mississippi,31.17,-90.8,google,12448.0,1895.0,6.568865435356201,9.429395577381786,2.0240431797776863,0.11262853470437018,0.11311053984575835,0.1050771208226221,0.09921272493573265,0.10612146529562982,0.15151028277634962,0.1567320051413882,0.10049807197943444,0.055109254498714656,0.20311696658097686,0.56290970437018,0.2339733290488432,1.0,0.515745501285347,0.484254498714653,,201.5,1,,1,-0.9826929806669152,-0.9699396667991877,-0.6449732164084585,-0.9431119882660745,1.1407906561202972,0.7045794547354477,0,0,0,0,0,0 +1109,US_MS_28007,28007,Attala County,MS,Mississippi,33.09,-89.58,google,18467.0,1909.0,9.673651126244106,9.82379478362688,2.367778192933545,0.13960036822440028,0.1391130124004982,0.11636974061840039,0.10895110196566848,0.11577408350029783,0.12557535062543998,0.12210970921102507,0.08344614718145882,0.04906048627281096,0.2508907781447989,0.5555477337954188,0.19356148805978232,1.0,0.5291601234634754,0.4708398765365246,,201.5,1,,1,-0.68519779714762,-0.7300599904620829,0.9256873672127596,-1.1854994154034302,0.18557056766190594,1.360994310019267,0,0,0,0,0,0 +1110,US_MS_28009,28009,Benton County,MS,Mississippi,34.82,-89.19,google,8255.0,1058.0,7.802457466918715,9.018695487721343,2.1750309401034134,0.11629315566323441,0.12295578437310721,0.12004845548152634,0.11302241066020594,0.1241671714112659,0.15529981829194428,0.12113870381586916,0.08322228952150212,0.04385221078134464,0.21465778316172016,0.5976983646274985,0.18764385221078134,1.0,0.5076923076923077,0.49230769230769234,,201.5,1,,1,-1.2924839148530165,-0.864571014518842,-0.2655455527404705,0.20227887790165186,0.045694617920408374,0.3105142446420655,0,0,0,0,0,0 +1111,US_MS_28011,28011,Bolivar County,MS,Mississippi,33.79,-90.88,google,31718.0,2346.0,13.52003410059676,10.364671149400635,2.67552935791984,0.13982596632826785,0.1382811022132543,0.14859070559303866,0.12648969039662022,0.11094646572923891,0.12217037644239864,0.11870231414338861,0.06545179393404377,0.029541585219749037,0.2504508480988713,0.5952046156756416,0.1543445362254871,1.0,0.5349328457027556,0.4650671542972445,,201.5,1,,1,-0.27721494335577257,-0.5152920819749544,0.9112237780606566,0.12017404112883386,-0.7414057660904778,1.6434697001550371,0,0,0,0,0,0 +1112,US_MS_28013,28013,Calhoun County,MS,Mississippi,33.94,-89.34,google,14508.0,1523.0,9.525935653315823,9.582524425515684,2.3538422737945117,0.12448304383788254,0.13502894954507857,0.11517783291976841,0.10959470636889991,0.12531017369727046,0.13599393438103116,0.12854976564653983,0.07733664185277088,0.0485249517507582,0.2325062034739454,0.5773573200992556,0.190136476426799,1.0,0.51895505927764,0.4810449407223601,,201.5,1,,1,-0.8671879440026612,-0.7397853418071192,0.3212573283079795,-0.46743494374685884,0.10461310977437882,0.8616320736657812,0,0,0,0,0,0 +1113,US_MS_28015,28015,Carroll County,MS,Mississippi,33.45,-89.92,google,10094.0,1643.0,6.143639683505782,9.219795530746937,1.966222406062856,0.09550227858133545,0.11640578561521696,0.1093719041014464,0.1093719041014464,0.1184862294432336,0.14751337428175154,0.14642361799088568,0.10639984148999405,0.050525064394689914,0.18862690707350901,0.5812363780463642,0.2301367148801268,1.0,0.4956409748365366,0.5043590251634634,,201.5,1,,1,-1.1407942226368029,-1.0102905997953135,-1.1213632003288634,-0.339719834596633,1.0501040940650317,-0.2791910640468309,0,0,0,0,0,0 +1114,US_MS_28017,28017,Chickasaw County,MS,Mississippi,33.92,-88.95,google,17144.0,1306.0,13.127105666156202,9.74946186489702,2.648095339632297,0.14022398506766215,0.13217452169855343,0.13689920671955202,0.11467568828744751,0.11584227718152124,0.12919972001866542,0.11648390107326179,0.07267848810079328,0.041822211852543166,0.24596360242650492,0.5812937470835278,0.17274265048996734,1.0,0.5088660755949603,0.49113392440503967,,201.5,1,,1,-0.7412670917833764,-0.534437246638346,0.7636965099632538,-0.3378310015492558,-0.30652707942184526,0.36794997989614925,0,0,0,0,0,0 +1115,US_MS_28019,28019,Choctaw County,MS,Mississippi,33.35,-89.25,google,8240.0,1087.0,7.580496780128795,9.016876974763383,2.149491811605654,0.11820388349514563,0.12111650485436894,0.11213592233009709,0.10898058252427184,0.11614077669902913,0.14016990291262135,0.13495145631067962,0.0950242718446602,0.05327669902912621,0.21509708737864078,0.569126213592233,0.21577669902912622,1.0,0.5099514563106796,0.4900485436893204,,201.5,1,,1,-1.2938556185420562,-0.8823938072036139,-0.2511025389814778,-0.7384380275639194,0.7106744794832626,0.42106068372188504,0,0,0,0,0,0 +1116,US_MS_28021,28021,Claiborne County,MS,Mississippi,31.97,-90.91,google,9026.0,1299.0,6.948421862971516,9.107975365298154,2.072973401158634,0.11655218258364725,0.16264125858630624,0.19499224462663417,0.10203855528473299,0.09483713715931753,0.10779968978506536,0.12331043651672945,0.0596055838688234,0.03822291158874363,0.24666518945269222,0.593851096831376,0.15948371371593176,1.0,0.5282517172612453,0.4717482827387547,,201.5,1,,1,-1.2251401343795134,-0.9357931143132977,0.7867626010273989,0.07561043592125546,-0.6199303406488418,1.3165434624398247,0,0,0,0,0,0 +1117,US_MS_28023,28023,Clarke County,MS,Mississippi,32.04,-88.69,google,15805.0,1796.0,8.800111358574611,9.668144893764921,2.282393748731825,0.11660866814299273,0.1299588737741221,0.11913951281240114,0.1122429610882632,0.11471053464093642,0.13856374565011073,0.13331224296108826,0.08889591901297057,0.04656754191711484,0.2205757671622904,0.57730465042708,0.20211958241062955,1.0,0.5276178424549194,0.47238215754508067,,201.5,1,,1,-0.8026044547068287,-0.7896465674921195,-0.07097987125242068,-0.4691690536834789,0.3878593880367167,1.2855262012946773,0,0,0,0,0,0 +1118,US_MS_28025,28025,Clay County,MS,Mississippi,33.65,-88.77,google,19621.0,1077.0,18.218198700092852,9.884406664723336,2.95585767907173,0.12155343764334131,0.13414199072422406,0.13123694001325112,0.11885225014015595,0.11380663574741348,0.13179756383466693,0.12945313694510982,0.07542938688140258,0.04372865807043474,0.22886703022272056,0.5872483563528872,0.18388461342439225,1.0,0.531879109117782,0.46812089088221803,,201.5,1,,1,-0.6394782764064085,-0.3196615399226421,0.20161215461210344,-0.14177990276377855,-0.04316301187781904,1.4940418570236413,0,0,0,0,0,0 +1119,US_MS_28027,28027,Coahoma County,MS,Mississippi,34.23,-90.6,google,23214.0,1510.0,15.373509933774834,10.052553900454022,2.7956647809701938,0.15843887309382268,0.14486947531661928,0.13961402601878176,0.11617989144481779,0.10334281037305075,0.12746618419919015,0.11389678642198674,0.06155768070991643,0.034634272421814424,0.2743344533471181,0.5725252003101576,0.15314034634272422,0.9999999999999999,0.5382097010424743,0.46179029895752566,,201.5,1,,1,-0.5126448752233531,-0.431454110005328,1.6964455581582243,-0.6265289079789752,-0.7698693633476488,1.8038153658804967,0,0,0,0,0,0 +1120,US_MS_28029,28029,Copiah County,MS,Mississippi,31.86,-90.44,google,28528.0,2019.0,14.129767211490837,10.258676392769557,2.7166641417923327,0.12587633202467752,0.1434029725182277,0.12854038137969714,0.1169377453729669,0.10943634324172742,0.13740886146943354,0.12594643858665172,0.07224481211441391,0.04020611329220415,0.24059871003925967,0.5839771452607965,0.1754241446999439,1.0,0.5191040381379697,0.48089596186203026,,201.5,1,,1,-0.35716675126192254,-0.48658567074574344,0.5873148328019367,-0.2494821045293393,-0.2431442422690455,0.8689220245675012,0,0,0,0,0,0 +1121,US_MS_28031,28031,Covington County,MS,Mississippi,31.63,-89.55,google,19014.0,1075.0,17.687441860465118,9.85298342036236,2.9278517400003863,0.13653097717471338,0.1346902282528663,0.12979909540338697,0.12485536972756917,0.11712422425581151,0.1313242873672031,0.11470495424424108,0.07326180708951299,0.03770905648469549,0.24428315977700643,0.5873934995266646,0.168323340696329,1.0,0.5143052487640686,0.4856947512359314,,201.5,1,,1,-0.6631808186527307,-0.33920582648883035,0.7084485624747591,-0.13700117129491396,-0.4109868958688847,0.6341038842890018,0,0,0,0,0,0 +1122,US_MS_28033,28033,DeSoto County,MS,Mississippi,34.88,-89.99,google,179005.0,1287.0,139.08702408702408,12.095174603814197,4.942263830117261,0.13189017066562386,0.15368844445685875,0.126387531074551,0.1347224937850898,0.14394569984078656,0.12947124382000502,0.09777939163710511,0.0570654450992989,0.025049579620680988,0.2548409262311109,0.6141543532303567,0.13100472053853243,1.0,0.517225775816318,0.48277422418368204,,201.5,1,,1,1.0281032078973298,1.0665762489254171,1.0555564669463768,0.7440801114087354,-1.2930921099798929,0.7770134136740674,0,0,0,0,0,0 +1123,US_MS_28035,28035,Forrest County,MS,Mississippi,31.19,-89.26,google,75155.0,1218.0,61.70361247947455,11.227321232313413,4.138419061281802,0.1332047102654514,0.13340429778457855,0.19570221542146232,0.13062337835140708,0.10816312953229991,0.1148825760095802,0.09399241567427317,0.056536491251413745,0.03349078570953363,0.23992814849311422,0.6230483667088018,0.13702348479808396,1.0,0.5241301310624709,0.4758698689375291,,201.5,1,,1,0.37348171288848536,0.5056033611093823,0.5652687670821076,1.03690891615239,-1.1508257744775017,1.1148627611660011,0,0,0,0,0,0 +1124,US_MS_28037,28037,Franklin County,MS,Mississippi,31.48,-90.9,google,7754.0,1468.0,5.282016348773842,8.956093075610639,1.83769100359219,0.1181325767345886,0.14431261284498323,0.10330152179520248,0.10691256125870519,0.1217436161980913,0.134640185710601,0.1376063966984782,0.0865359814289399,0.046814547330410114,0.2335826670105752,0.5642636058808357,0.20215372710858912,1.0,0.510575187000258,0.48942481299974205,,201.5,1,,1,-1.3397048924430452,-1.0999878085281272,0.35664824210247953,-0.8985357840510952,0.3886664708274797,0.4515815649587175,0,0,0,0,0,0 +1125,US_MS_28039,28039,George County,MS,Mississippi,30.87,-88.64,google,23951.0,1253.0,19.11492418196329,10.08380710665941,3.001462036165878,0.15047388418020125,0.13840758214688323,0.13819882259613378,0.11961922257943301,0.12446244415682017,0.12872113899210888,0.10538182121832074,0.06955868230971567,0.025176401820383283,0.26119994989770784,0.5913740553630329,0.14742599473925933,1.0,0.4941756085340904,0.5058243914659095,,201.5,1,,1,-0.48907059269840186,-0.2878359824419857,1.2646222185893106,-0.00594431933443399,-0.9049402561986241,-0.35089552180832234,0,0,0,0,0,0 +1126,US_MS_28043,28043,Grenada County,MS,Mississippi,33.77,-89.8,google,21037.0,449.0,46.85300668151448,9.95408560529922,3.8681339514842334,0.12853543756239008,0.1304843846556068,0.12924846698673764,0.11284879022674335,0.12183296097352284,0.136901649474735,0.12406711983647858,0.07733992489423397,0.03874126538955174,0.23292294528687552,0.5889623045110995,0.178114750202025,1.0,0.5243143033702524,0.4756856966297476,,201.5,1,,1,-0.5869194758667069,0.3169815967400331,0.33495855744775055,-0.0853494294146809,-0.17954604028660584,1.1238748255502542,0,0,0,0,0,0 +1127,US_MS_28045,28045,Hancock County,MS,Mississippi,30.39,-89.47,google,46949.0,1431.0,32.808525506638716,10.75683848463641,3.5207130046075674,0.10790432171079256,0.12343180898421692,0.11610470936548169,0.11440073270996187,0.12226032503354704,0.15141962555112995,0.13838420413640334,0.08619991906110887,0.03989435344735777,0.2066497688981661,0.5980638565251656,0.1952863745766683,1.0,0.509893714456112,0.4901062855438881,,201.5,1,,1,0.018596740640715866,0.07452964654630383,-0.5288252020947575,0.21431242786160298,0.2263419408761706,0.4182352138274266,0,0,0,0,0,0 +1128,US_MS_28047,28047,Harrison County,MS,Mississippi,30.42,-89.09,google,204966.0,2528.0,81.07832278481013,12.230604269552826,4.407673947305425,0.13443693100319076,0.13305621420137975,0.14391655201350467,0.1346369641794249,0.11835133631919441,0.13196822887698448,0.10928153937726257,0.06287872134890665,0.03147351268015183,0.2408819023642946,0.6101250939180156,0.14899300371768975,1.0,0.5086599728735498,0.49134002712645025,,201.5,1,,1,1.1302577574626065,0.6935061712378476,0.5966253526862922,0.611419733583295,-0.8679006554688135,0.35786479924388515,0,0,0,0,0,0 +1129,US_MS_28049,28049,Hinds County,MS,Mississippi,32.26,-90.44,google,239929.0,2272.0,105.60255281690141,12.388102493114467,4.669107459070721,0.1337312288218598,0.14515127391853425,0.15822180728465504,0.1302218572994511,0.11292090576795635,0.12470355813594855,0.10797360885928754,0.0555622705050244,0.03151348940728299,0.2498522479566872,0.6090851877013617,0.14106256434195116,1.0,0.5332827628173334,0.46671723718266656,,201.5,1,,1,1.24905861248592,0.8759507398320174,0.891543588896294,0.5771815918032908,-1.0553535112804924,1.5627265451069097,0,0,0,0,0,0 +1130,US_MS_28051,28051,Holmes County,MS,Mississippi,33.12,-90.09,google,17849.0,1979.0,9.019201616978272,9.789758787207784,2.3045034135378986,0.13961566474312287,0.15737576334808673,0.15552692027564569,0.11081853325116253,0.1040394419855454,0.1294190150708723,0.10572020841503725,0.06196425570059947,0.035520197209927724,0.2655162754215923,0.5841391674603619,0.15034455711804584,1.0,0.5211496442377724,0.47885035576222756,,201.5,1,,1,-0.7108711373588288,-0.7742170679223506,1.406530141455935,-0.24414764364105093,-0.83595380704402,0.9690192329822869,0,0,0,0,0,0 +1131,US_MS_28053,28053,Humphreys County,MS,Mississippi,33.13,-90.52,google,8333.0,1117.0,7.460161145926589,9.0280988119824,2.1353682214185876,0.13992559702388097,0.14748589943597745,0.11952478099123964,0.11664466578663146,0.10716428657146286,0.14028561142445697,0.12156486259450378,0.06948277931117244,0.03792151686067443,0.2579143165726629,0.5738989559582384,0.16818672746909877,1.0,0.5273010920436817,0.47269890795631825,,201.5,1,,1,-1.2853909906471908,-0.8922501270812029,1.1566003843049297,-0.5812990209980018,-0.4142160409859008,1.2700267207582314,0,0,0,0,0,0 +1132,US_MS_28057,28057,Itawamba County,MS,Mississippi,34.28,-88.36,google,23499.0,1400.0,16.785,10.06475570013225,2.8783554054004186,0.11638793140133623,0.14315502787352655,0.13796331758798247,0.11047278607600323,0.12817566704966168,0.13034597216902846,0.11221754117196477,0.08119494446572195,0.04008681220477467,0.2309119537001575,0.5916975190433635,0.177390527256479,1.0,0.5068300778756543,0.49316992212434574,,201.5,1,,1,-0.5034410619877745,-0.3737474479975176,0.2688431457638351,0.004705482705866821,-0.19666459487795218,0.2683229363216023,0,0,0,0,0,0 +1133,US_MS_28059,28059,Jackson County,MS,Mississippi,30.46,-88.62,google,142246.0,2702.0,52.644707623982235,11.865320262135256,3.9823828178731344,0.12261856220913066,0.13506882443091545,0.12756773476934324,0.12824262193664496,0.12808796029413833,0.14088972624889276,0.11620713411976435,0.06988597218902465,0.03143146380214558,0.23067362175386302,0.6099053751950846,0.1594210030510524,1.0,0.5078877437678389,0.4921122562321612,,201.5,1,,1,0.8547241582498791,0.39671156326172724,0.2610075014723521,0.6041856574070418,-0.6214126410189132,0.3200774765790934,0,0,0,0,0,0 +1134,US_MS_28061,28061,Jasper County,MS,Mississippi,32.02,-89.12,google,16574.0,1755.0,9.443874643874643,9.715650815054063,2.3460156480718815,0.12742850247375406,0.12187763967660191,0.12507541933148306,0.10806081814890793,0.11463738385422952,0.13708217690358393,0.13334137806202487,0.0882104501025703,0.04428623144684445,0.2249306142150356,0.5759020152045372,0.1991673705804272,1.0,0.5141184988536261,0.48588150114637385,,201.5,1,,1,-0.7667707548707701,-0.745247248139905,0.0721945247094386,-0.515349779258494,0.3180775623001173,0.6249656906217064,0,0,0,0,0,0 +1135,US_MS_28063,28063,Jefferson County,MS,Mississippi,31.73,-91.03,google,7227.0,1365.0,5.294505494505494,8.885717651712119,1.8396771091295858,0.1335270513352705,0.11885983118859832,0.14196762141967623,0.12536322125363222,0.10765186107651861,0.14362806143628062,0.12314930123149301,0.0646187906461879,0.041234260412342606,0.22861491628614916,0.6039573820395738,0.167427701674277,1.0,0.5092016050920161,0.49079839490798394,,201.5,1,,1,-1.3927890501097517,-1.0986017805261854,0.1933233995433295,0.4083523892685552,-0.4321572351786649,0.384368373446762,0,0,0,0,0,0 +1136,US_MS_28067,28067,Jones County,MS,Mississippi,31.62,-89.17,google,68364.0,1812.0,37.728476821192054,11.132616276743182,3.65657516461469,0.13811362705517524,0.14349657714586625,0.1253291205897841,0.12104323913170674,0.11491428237083845,0.12728921654672049,0.11750336434380668,0.07104616464806038,0.04126440816804166,0.25291088877186824,0.5760268562401264,0.1710622549880054,1.0,0.5144374232051957,0.4855625767948043,,201.5,1,,1,0.3020457979793562,0.1693427139430519,0.9921025857735276,-0.5112394806488576,-0.34624681256797124,0.6405715481182624,0,0,0,0,0,0 +1137,US_MS_28069,28069,Kemper County,MS,Mississippi,32.76,-88.65,google,10093.0,1987.0,5.079516859587318,9.219696466900208,1.804925228936989,0.09670068364212821,0.15109481819082532,0.1525809967304072,0.09957396215198652,0.11701179034974735,0.12305558307738036,0.12107401169127117,0.08055087684533835,0.05835727732091549,0.21757653819478848,0.5829783017933221,0.19944516001188942,1.0,0.5023283463786783,0.4976716536213217,,201.5,1,,1,-1.140868946461791,-1.1228538044796663,-0.16958558359373205,-0.2823682857135014,0.32464370823160266,0.048040665984386235,0,0,0,0,0,0 +1138,US_MS_28071,28071,Lafayette County,MS,Mississippi,34.36,-89.49,google,54178.0,1759.0,30.800454803865833,10.900048658473553,3.459480591692218,0.1006497102144782,0.15836686477906162,0.23452323821477353,0.12724722211967956,0.10557790985270774,0.1010373214219794,0.09463250765993576,0.05201373251135147,0.025951493226032706,0.22734320203772748,0.6473753183949205,0.12528147956735206,1.0,0.5139355457934955,0.48606445420650446,,201.5,1,,1,0.12662012474721265,0.0317978594739934,0.15151322408858262,1.8378557780575453,-1.4283731220040534,0.6160132874235628,0,0,0,0,0,0 +1139,US_MS_28073,28073,Lamar County,MS,Mississippi,31.21,-89.51,google,61536.0,1296.0,47.48148148148148,11.027393898906492,3.8811818999055707,0.1356441757670307,0.13622919916796672,0.13860179407176287,0.14695462818512742,0.1314840093603744,0.12267615704628185,0.10103029121164847,0.05900611024440978,0.028373634945397817,0.2446275351014041,0.6174775741029641,0.13789489079563183,1.0,0.5189970098803952,0.4810029901196048,,201.5,1,,1,0.2226765951280461,0.3260872668765648,0.7197705970853024,0.8534946966669215,-1.1302282344078434,0.8636848335923002,0,0,0,0,0,0 +1140,US_MS_28075,28075,Lauderdale County,MS,Mississippi,32.4,-88.66,google,76309.0,1853.0,41.18132757690232,11.242559270283678,3.741977648640259,0.1275341047582854,0.13392915645598816,0.13428298103762334,0.1228033390556815,0.11895058250009828,0.1303515967972323,0.11900300095663684,0.07056834711501919,0.04257689132343498,0.23467742992307591,0.5926758311601514,0.1726467389167726,1.0,0.5142774770996869,0.4857225229003132,,201.5,1,,1,0.3849757596072836,0.22894188028444884,0.3926407848531897,0.03691568437910706,-0.30879415410067684,0.632744939339673,0,0,0,0,0,0 +1141,US_MS_28077,28077,Lawrence County,MS,Mississippi,31.55,-90.11,google,12629.0,1129.0,11.186005314437555,9.443830215344537,2.5002881879362975,0.1348483648744952,0.12970148071898013,0.11592366774883206,0.11616121624831736,0.11584448491567029,0.14070789452846622,0.12795945838942116,0.07997466149338824,0.03887877108242933,0.23860954944967933,0.5785572887797926,0.18283316177052816,1.0,0.5165096207142291,0.4834903792857708,,201.5,1,,1,-0.9718049382931826,-0.6375862723474874,0.521917159259126,-0.42792686392405643,-0.06801631519764663,0.7419699483079757,0,0,0,0,0,0 +1142,US_MS_28079,28079,Leake County,MS,Mississippi,32.75,-89.52,google,22819.0,1516.0,15.052110817941953,10.035392623416067,2.775840356065238,0.1297602874797318,0.1540383014154871,0.12857706297383759,0.12450151189797976,0.11902362066698803,0.12252947105482273,0.11564923966869714,0.06555940225250888,0.040361102589946976,0.25299092861212147,0.5832639467110741,0.1637451246768044,1.0,0.48236119023620666,0.5176388097637933,,201.5,1,,1,-0.5255896204991821,-0.4452888270046516,0.9947340572448199,-0.27296363841348076,-0.5192028000227118,-0.9290079408007953,0,0,0,0,0,0 +1143,US_MS_28081,28081,Lee County,MS,Mississippi,34.29,-88.68,google,85071.0,1174.0,72.46252129471891,11.35125323574412,4.296775361810687,0.13909557898696384,0.13773201208402394,0.1292097189406496,0.13005607081143986,0.12644732047348686,0.1329595279237343,0.10667560038085834,0.06382903692210036,0.033995133476742954,0.24928118865418297,0.5995568407565446,0.1511619705892725,1.0,0.5213645072939075,0.47863549270609257,,201.5,1,,1,0.466963579790672,0.616114239148991,0.8727688604835239,0.2634678276184593,-0.8166324955377324,0.9795330812313031,0,0,0,0,0,0 +1144,US_MS_28083,28083,Leflore County,MS,Mississippi,33.55,-90.3,google,29292.0,1570.0,18.657324840764332,10.285103858612302,2.9784500342887963,0.15335245118120988,0.1535914242796668,0.15215758568892532,0.11883790796121808,0.10719650416495971,0.11702854021575856,0.1053871364195002,0.057968045882834905,0.03448040420592653,0.27622559060494334,0.5786323910965451,0.14514201829851153,1.0,0.5327734535026628,0.46722654649733714,,201.5,1,,1,-0.33723252300703155,-0.30389518895534784,1.7586205166104194,-0.42545417578372496,-0.958926912692659,1.537804620684073,0,0,0,0,0,0 +1145,US_MS_28085,28085,Lincoln County,MS,Mississippi,31.54,-90.45,google,34340.0,1523.0,22.547603414313855,10.444095254586585,3.1590240494373862,0.1311881188118812,0.13127548048922538,0.12018054746651136,0.12483983692486895,0.1264705882352941,0.13308095515433896,0.12294700058241118,0.07023878858474082,0.03977868375072802,0.2362085032032615,0.5923005241700641,0.17149097262667443,1.0,0.5228596389050669,0.477140361094933,,201.5,1,,1,-0.21730536855438068,-0.1778794074641136,0.44297791252010266,0.024558979772624365,-0.33611315642387335,1.0526940385163792,0,0,0,0,0,0 +1146,US_MS_28087,28087,Lowndes County,MS,Mississippi,33.47,-88.44,google,59147.0,1338.0,44.205530642750375,10.987798056493379,3.8112194387057747,0.1322805890408643,0.1319762625323347,0.14707423876105297,0.1259066393899944,0.1141224406985984,0.13113091111975247,0.11527211861971022,0.06468629009079074,0.037550509746901786,0.23786159906673202,0.6022655417857202,0.15987285914754765,0.9999999999999999,0.523238710331885,0.47676128966811504,,201.5,1,,1,0.19280946502543095,0.27726310900485956,0.4973267791629026,0.35264980229206633,-0.6107320580536012,1.0712430600596536,0,0,0,0,0,0 +1147,US_MS_28089,28089,Madison County,MS,Mississippi,32.63,-90.03,google,104584.0,1922.0,54.414151925078045,11.55775541688802,4.014835011042621,0.1313585252046202,0.14490744282108162,0.12630995180907215,0.13656964736479768,0.1335672760651725,0.1376309951809072,0.11147020576761264,0.05183393253270099,0.026352023254035035,0.24728447946148552,0.6187944618679722,0.13392105867054233,1.0,0.5209879140212652,0.4790120859787348,,201.5,1,,1,0.6227281029027252,0.41935872254426393,0.8071230113610526,0.8968522507276856,-1.2241582356437262,0.9611053226794904,0,0,0,0,0,0 +1148,US_MS_28091,28091,Marion County,MS,Mississippi,31.23,-89.82,google,25108.0,1421.0,17.66924700914849,10.130981626587596,2.9268776251467443,0.12661303170304286,0.12975943922255856,0.1218336785088418,0.12597578461048273,0.11988210928787638,0.13198980404651903,0.12195316233869682,0.07451808188625139,0.047474908395730445,0.23042058308108967,0.5866098454675801,0.18296957145133025,1.0,0.5156523817110085,0.48434761828899153,,201.5,1,,1,-0.4534868687931642,-0.33988562443452536,0.2526883438324811,-0.16280240062859794,-0.06479198133476669,0.700022854400241,0,0,0,0,0,0 +1149,US_MS_28093,28093,Marshall County,MS,Mississippi,34.77,-89.51,google,35590.0,1838.0,19.363438520130575,10.479848075889779,3.0137410634801713,0.1168867659454903,0.12371452655240237,0.13604945209328462,0.11241921888170835,0.12194436639505479,0.14754144422590615,0.13329586962629952,0.07344759763978646,0.034700758640067435,0.21585838718741218,0.6093453217195841,0.17479629109300365,1.0,0.5036246136555212,0.4963753863444788,,201.5,1,,1,-0.19033702793273094,-0.27926691328943004,-0.22607326953836046,0.5857463116357775,-0.2579849019193381,0.1114706370740927,0,0,0,0,0,0 +1150,US_MS_28095,28095,Monroe County,MS,Mississippi,33.89,-88.49,google,35851.0,2000.0,17.9255,10.487154632477253,2.9405102190537686,0.11882513737413182,0.13059607821260216,0.1218654988703244,0.11452958076483222,0.12270229561239575,0.1368720537781373,0.12627262837856684,0.08164346880142813,0.04669325820758138,0.22330199994421357,0.5852249588574936,0.19147304119829295,1.0000000000000002,0.5226911383225015,0.47730886167749853,,201.5,1,,1,-0.18482569485075187,-0.33037195230660227,0.01865053989077091,-0.20839876628735818,0.13620566997480132,1.0444488353305394,0,0,0,0,0,0 +1151,US_MS_28097,28097,Montgomery County,MS,Mississippi,33.5,-89.61,google,10143.0,1056.0,9.605113636363637,9.224637676677007,2.3613363033164867,0.1271813073055309,0.1233362910381544,0.11978704525288376,0.10371684905846397,0.10716750468303263,0.13930789707187222,0.13250517598343686,0.0945479641131815,0.05244996549344375,0.22585034013605443,0.5608991422656019,0.21325051759834368,1.0,0.5248940155772454,0.4751059844227546,,201.5,1,,1,-1.1371417936529622,-0.734555541794349,0.10243237269753878,-1.0093082560560136,0.6509627912573479,1.152241759736441,0,0,0,0,0,0 +1152,US_MS_28099,28099,Neshoba County,MS,Mississippi,32.75,-89.12,google,29435.0,1481.0,19.87508440243079,10.28997369404649,3.0385563139589626,0.15107864786818415,0.1576014948190929,0.12131815865466282,0.11866825208085613,0.11350433157805334,0.12094445388143367,0.11578053337863088,0.06383556989977918,0.037268557839306944,0.2771598437234585,0.56384576184814,0.15899439442840158,1.0,0.5234244946492271,0.47657550535077287,,201.5,1,,1,-0.3335592078399064,-0.26194928771959164,1.7893359755688616,-0.9122929892723485,-0.6314964460694165,1.0803340045650458,0,0,0,0,0,0 +1153,US_MS_28101,28101,Newton County,MS,Mississippi,32.41,-89.12,google,21396.0,1501.0,14.254497001998667,9.97100600426695,2.7248743449602353,0.13624041876986354,0.1536268461394653,0.12885586090858103,0.11114226958309964,0.12778089362497663,0.11880725369227893,0.11160964666292765,0.07249018508132361,0.03944662553748364,0.2591418956814358,0.5731164703682932,0.16774163395027109,1.0,0.520845017760329,0.47915498223967096,,201.5,1,,1,-0.5741564248351169,-0.4808560802088454,1.1969595278673117,-0.607061779350921,-0.4247367759987384,0.9541130103208181,0,0,0,0,0,0 +1154,US_MS_28103,28103,Noxubee County,MS,Mississippi,33.11,-88.57,google,10711.0,1813.0,5.9078874793160505,9.279119887371008,1.9326638716914453,0.1345345906077864,0.13434786667911494,0.1434039772196807,0.11679581738399776,0.10801979273643918,0.1345345906077864,0.11838297077770517,0.06694052842871814,0.04303986555877136,0.2420128839510783,0.5888152366725796,0.16917187937634207,1.0,0.5274017365325366,0.47259826346746336,,201.5,1,,1,-1.0960458811554192,-1.0337098327953325,0.6338086575350049,-0.09019152904432418,-0.3909298736411212,1.2749515361357784,0,0,0,0,0,0 +1155,US_MS_28105,28105,Oktibbeha County,MS,Mississippi,33.43,-88.88,google,49678.0,1196.0,41.53678929765886,10.813337587580296,3.750369332021481,0.10119167438302669,0.15127420588590523,0.31714239703691777,0.1064253794436169,0.08031724304521116,0.09020089375578727,0.07866661298764041,0.046841660292282296,0.027939933169612303,0.22221103909175088,0.6636740609525343,0.1141148999557148,1.0,0.49977857401666737,0.5002214259833326,,201.5,1,,1,0.06121399425790987,0.2347981190042973,-0.017217002454009447,2.3744798020189983,-1.6923190572385591,-0.07672680296043059,0,0,0,0,0,0 +1156,US_MS_28107,28107,Panola County,MS,Mississippi,34.36,-89.95,google,34158.0,1826.0,18.706462212486308,10.43878137346933,2.9809466130441833,0.140201416944786,0.1347854089817905,0.13551730194976286,0.1186544879676796,0.11719070203173487,0.134931787575385,0.11724925346917267,0.06680719011651735,0.034662450963171144,0.24802974413021842,0.5918759880555068,0.16009426781427485,1.0,0.5180923941682768,0.48190760583172315,,201.5,1,,1,-0.22131362722515255,-0.30215292098475627,0.8316250931759087,0.010581442713836568,-0.6054985917961776,0.8194194652596881,0,0,0,0,0,0 +1157,US_MS_28109,28109,Pearl River County,MS,Mississippi,30.77,-89.59,google,55255.0,2121.0,26.05139085337105,10.919732210768808,3.297738421840177,0.12181703013301963,0.1358429101438784,0.12172654058456249,0.11186317980273279,0.12083974300968238,0.13611437878924984,0.12997918740385486,0.08373902814224957,0.03807800199077006,0.23049135824812234,0.5827020179169307,0.18680662383494706,1.0,0.5069224504569723,0.4930775495430278,,201.5,1,,1,0.14146742136867108,-0.08107588881820141,0.25501522045208896,-0.2914647276617539,0.025904938864688688,0.27284298420613456,0,0,0,0,0,0 +1158,US_MS_28111,28111,Perry County,MS,Mississippi,31.17,-88.99,google,12014.0,1684.0,7.134204275534442,9.39391114817057,2.0960779209555787,0.12260695854836025,0.12884967537872483,0.12468786415848176,0.11536540702513734,0.12152488763109705,0.14374895954719494,0.1241884468120526,0.08040619277509573,0.038621608123855504,0.2256866988513401,0.5931912768436824,0.18112202430497754,1.0,0.5095721658065591,0.490427834193441,,201.5,1,,1,-1.0094588732273277,-0.9196693430398073,0.09705233482028952,0.05388635164697928,-0.10846270024727073,0.40250094211553905,0,0,0,0,0,0 +1159,US_MS_28113,28113,Pike County,MS,Mississippi,31.18,-90.4,google,39510.0,1064.0,37.13345864661654,10.584334393133231,3.641092076459685,0.14049607694254618,0.1496076942546191,0.12581624905087319,0.11447734750696026,0.11617312072892938,0.12409516578081499,0.1187800556821058,0.07109592508225765,0.039458364970893445,0.26018223234624144,0.5698734497595546,0.169944317894204,1.0,0.527436092128575,0.47256390787142494,,201.5,1,,1,-0.11152303532981638,0.15853765180747756,1.231162697755133,-0.7138358303367294,-0.3726716411205965,1.2766326512132113,0,0,0,0,0,0 +1160,US_MS_28115,28115,Pontotoc County,MS,Mississippi,34.23,-89.04,google,31709.0,1298.0,24.429121725731896,10.364387367532393,3.2358950419021797,0.14330316313980257,0.1467091362073859,0.12242580970702324,0.1316660884922262,0.12163739001545303,0.13153994134157496,0.10467059825286196,0.06190671418209341,0.03614115866157873,0.2606704721057113,0.5889463559241856,0.15038317197010312,1.0000000000000002,0.5110221072881517,0.4889778927118484,,201.5,1,,1,-0.2774289999198718,-0.12423404668788804,1.2472145663512064,-0.08587452482348193,-0.8350410626231968,0.47345062039730257,0,0,0,0,0,0 +1161,US_MS_28117,28117,Prentiss County,MS,Mississippi,34.61,-88.52,google,25215.0,1083.0,23.282548476454295,10.135233992657605,3.1897579226458737,0.12262542137616499,0.1321435653380924,0.13940115010906207,0.11604203846916518,0.1174301011302796,0.13119175094189967,0.11445568114217727,0.08074558794368432,0.04596470354947452,0.22834027364663892,0.5877215942891136,0.18393813206424747,1.0,0.5093000198294666,0.4906999801705334,,201.5,1,,1,-0.45027931055177556,-0.15643139874905518,0.18429396784550167,-0.126198894306754,-0.041897984632202574,0.38918408087285083,0,0,0,0,0,0 +1162,US_MS_28119,28119,Quitman County,MS,Mississippi,34.25,-90.29,google,7208.0,1053.0,6.845204178537512,8.883085524404578,2.0599024124285297,0.129023307436182,0.1334628190899001,0.1309655937846837,0.1048834628190899,0.12708102108768035,0.13776359600443952,0.1234739178690344,0.076165371809101,0.03718091009988901,0.2357935627081021,0.5891231964483906,0.1750832408435072,1.0,0.5321864594894562,0.46781354051054386,,201.5,1,,1,-1.3947744628185095,-0.9449148634106517,0.42933590534166133,-0.08005218157443218,-0.2512022323019525,1.509081367422441,0,0,0,0,0,0 +1163,US_MS_28121,28121,Rankin County,MS,Mississippi,32.26,-89.95,google,152904.0,2088.0,73.22988505747126,11.937572092494321,4.307166832663637,0.12478417830795793,0.1309318265055198,0.12569978548631822,0.14620284623031446,0.13867524721393815,0.12783184220164287,0.10845367027677497,0.06420368335687751,0.0332169204206561,0.2295296395123738,0.6188229215717052,0.1516474389159211,1.0,0.5173115157222833,0.4826884842777167,,201.5,1,,1,0.909223688654404,0.6233660539757273,0.2233967738319712,0.8977892653890294,-0.8051574157943828,0.7812089062655775,0,0,0,0,0,0 +1164,US_MS_28123,28123,Scott County,MS,Mississippi,32.4,-89.55,google,28436.0,1581.0,17.986084756483237,10.25544639312115,2.94370632960656,0.15156843437895626,0.13511042340694893,0.13089042059361372,0.11858207905471937,0.12498241665494443,0.12969475312983542,0.11052890701927134,0.06351104234069489,0.035131523421015616,0.2596567731045154,0.5864362076241385,0.15390701927134617,1.0,0.5129413419608947,0.48705865803910536,,201.5,1,,1,-0.35960313886857675,-0.32814150752909116,1.213887163476776,-0.1685192979861853,-0.7517474128308398,0.5673641226365485,0,0,0,0,0,0 +1165,US_MS_28125,28125,Sharkey County,MS,Mississippi,32.88,-90.81,google,4415.0,1126.0,3.9209591474245116,8.392989587956931,1.593503460167714,0.1347678369195923,0.13590033975084936,0.1087202718006795,0.107361268403171,0.1028312570781427,0.14858437146092865,0.14178935447338617,0.06840317100792752,0.051642129105322766,0.2434881087202718,0.5655719139297848,0.19093997734994336,1.0,0.5223103057757644,0.4776896942242356,,201.5,1,,1,-1.764453656505698,-1.270397067522224,0.6823096525594124,-0.8554607107853816,0.12360556852155907,1.0258136372806572,0,0,0,0,0,0 +1166,US_MS_28127,28127,Simpson County,MS,Mississippi,31.92,-89.92,google,26905.0,1529.0,17.596468279921517,10.200104589045488,2.922971685266581,0.12369448057981788,0.13800408845939416,0.126036052778294,0.11659542835904108,0.11994053149972124,0.13692622189184167,0.12414049433190857,0.07444712878647092,0.0402155733135105,0.23409775134733318,0.5891692993867311,0.1767329492659357,1.0,0.516595428359041,0.4834045716409589,,201.5,1,,1,-0.4013474423536782,-0.3426114322759889,0.37358268041719617,-0.07853427648443655,-0.2122078537575736,0.7461687555500683,0,0,0,0,0,0 +1167,US_MS_28129,28129,Smith County,MS,Mississippi,32.02,-89.5,google,16073.0,1651.0,9.735311932162325,9.684958338772663,2.373538488399252,0.12430784545511106,0.13326696945187583,0.11995271573446152,0.10918932371057052,0.11970385117899583,0.13426242767373855,0.12673427487090153,0.08548497480246375,0.047097617121881416,0.23092142101661173,0.5731288496235923,0.19594972935979593,1.0,0.5179493560629628,0.4820506439370373,,201.5,1,,1,-0.7899220790099027,-0.7260400979313987,0.26915440292127324,-0.6066542015412336,0.24202174657445563,0.812420212060231,0,0,0,0,0,0 +1168,US_MS_28133,28133,Sunflower County,MS,Mississippi,33.61,-90.6,google,26142.0,1832.0,14.269650655021834,10.17133674723419,2.7258672411051736,0.12248489021497973,0.13258358197536532,0.1639889832453523,0.1414581898860072,0.12615714176421086,0.12611888914390637,0.10393236936730166,0.052444342437456964,0.03083161196541963,0.22855175579527198,0.6362061051182006,0.13524213908652744,1.0,0.4681738199066636,0.5318261800933364,,201.5,1,,1,-0.42304701538422784,-0.4801631755096777,0.1912468707880213,1.4701177055129755,-1.1929316812247,-1.6232355171024835,0,0,0,0,0,0 +1169,US_MS_28135,28135,Tallahatchie County,MS,Mississippi,33.95,-90.17,google,14094.0,1689.0,8.344582593250443,9.553575403548212,2.2347967735911167,0.11033063715056052,0.10756350219951752,0.17773520647083865,0.14467149141478644,0.13154533844189017,0.12296012487583369,0.10841492833829998,0.060380303675322836,0.03639846743295019,0.19638143891017457,0.6526323258124025,0.15098623527742303,1.0,0.4455796792961544,0.5544203207038456,,201.5,1,,1,-0.8890241811617322,-0.8228626978087634,-0.8664172979276018,2.0109388526807823,-0.8207863745994548,-2.728829796402486,0,0,0,0,0,0 +1170,US_MS_28137,28137,Tate County,MS,Mississippi,34.65,-89.94,google,28581.0,1064.0,26.861842105263158,10.26053242804174,3.3272580862398784,0.11707078128826844,0.158496903537315,0.13386515517301703,0.11560127357335293,0.11777054686679962,0.13526468633007943,0.11689583989363563,0.07284559672509709,0.03218921661243483,0.24386830411812044,0.5926489625975299,0.16348273328434973,1.0,0.5194709772226305,0.4805290227773696,,201.5,1,,1,-0.35576674450436996,-0.060475230547263,0.6948093444602208,0.036031056860077154,-0.5254049804474821,0.8868773767911592,0,0,0,0,0,0 +1171,US_MS_28139,28139,Tippah County,MS,Mississippi,34.77,-88.91,google,21953.0,1191.0,18.432409739714526,9.996704634247262,2.966942277300671,0.12845624743770784,0.14285063544845808,0.12959504395754567,0.11652165990980731,0.12421992438391108,0.1348335079487997,0.11419851500933813,0.07311073657358903,0.036213729330843165,0.2427367557964743,0.5908395207944245,0.16642372340910125,1.0,0.5135061267252767,0.48649387327472327,,201.5,1,,1,-0.5547719572167001,-0.311926017692675,0.6576074070578005,-0.023543474001684588,-0.4558884036629487,0.5950006154468193,0,0,0,0,0,0 +1172,US_MS_28141,28141,Tishomingo County,MS,Mississippi,34.74,-88.24,google,19518.0,1151.0,16.95742832319722,9.879143629146611,2.888003863489953,0.11420227482324008,0.12470540014345732,0.11886463777026335,0.10784916487345014,0.12321959217132902,0.14094681832154934,0.13157085766984322,0.09283738087918844,0.04580387334767907,0.21396659493800593,0.5816067220002049,0.20442668306178913,1.0,0.5143969669023466,0.48560303309765346,,201.5,1,,1,-0.6434481823037175,-0.3670141537007849,-0.28826976216221173,-0.32752653428175904,0.4423926345839257,0.6385919084513839,0,0,0,0,0,0 +1173,US_MS_28143,28143,Tunica County,MS,Mississippi,34.66,-90.38,google,9984.0,1245.0,8.019277108433736,9.208839245849916,2.199364187673731,0.1681690705128205,0.14933894230769232,0.1335136217948718,0.13591746794871795,0.11929086538461539,0.11979166666666667,0.10256410256410256,0.04757612179487179,0.023838141025641024,0.28764022435897435,0.5896634615384615,0.1226963141025641,1.0,0.5280448717948718,0.4719551282051282,,201.5,1,,1,-1.1490585445079367,-0.8475897605645009,2.1338996648939457,-0.06226435373342504,-1.4894790237278275,1.3064219372061843,0,0,0,0,0,0 +1174,US_MS_28145,28145,Union County,MS,Mississippi,34.49,-89.0,google,28486.0,1080.0,26.375925925925927,10.257203121842208,3.30966401134277,0.13575089517657796,0.13778698307940743,0.1263076599031103,0.12363968265112688,0.1301692059257179,0.1257459804816401,0.11047532121041916,0.07070139717756091,0.039422874394439374,0.24598048164010392,0.5886575861826863,0.16536193217720985,1.0,0.5098293898757285,0.4901706101242716,,201.5,1,,1,-0.35827803900785404,-0.07275347055842961,0.7642514482152928,-0.09538205463039448,-0.4809861049709934,0.4150876328100137,0,0,0,0,0,0 +1175,US_MS_28147,28147,Walthall County,MS,Mississippi,31.14,-90.1,google,14505.0,404.0,35.90346534653465,9.582317635923358,3.608305458467249,0.11933815925542916,0.13547052740434332,0.12209582902447431,0.11589107204412272,0.11975180972078593,0.12699069286452946,0.13071354705274044,0.0798345398138573,0.04991382281971734,0.22771458117890384,0.5771802826611513,0.19510513615994485,1.0,0.5180282661151328,0.4819717338848673,,201.5,1,,1,-0.8673439253199275,0.13565711007852768,0.1637230637377708,-0.4732637702401614,0.22205798418878517,0.816281500867906,0,0,0,0,0,0 +1176,US_MS_28149,28149,Warren County,MS,Mississippi,32.36,-90.85,google,46682.0,619.0,75.4151857835218,10.75113535168762,4.336181443220996,0.12968596032732102,0.13401310997815002,0.12585150593376462,0.1237521957071248,0.11974636905016924,0.13722633991688446,0.1265155734544364,0.0693200805449638,0.03388886508718564,0.23689644830984102,0.5966368193307914,0.16646673235936763,1.0,0.5246347628636305,0.47536523713636947,,201.5,1,,1,0.014294869449370412,0.6436142542554889,0.46559549791322224,0.16732828544197714,-0.45487179535527295,1.139555801814579,0,0,0,0,0,0 +1177,US_MS_28151,28151,Washington County,MS,Mississippi,33.29,-90.95,google,46197.0,1972.0,23.426470588235293,10.7406917860895,3.195667404437188,0.14723899820334654,0.13734658094681473,0.13332034547697902,0.11615472866203433,0.11158733251076909,0.13273589194103513,0.12695629586336776,0.061540792692166155,0.03311903370348724,0.2571162629607983,0.5847457627118644,0.15813797432733728,1.0,0.5354460246336342,0.4645539753663658,,201.5,1,,1,0.006417291566321314,-0.15230739471930643,1.1303627593229308,-0.22417594437489285,-0.6517397625003017,1.6685809756851555,0,0,0,0,0,0 +1178,US_MS_28153,28153,Wayne County,MS,Mississippi,31.64,-88.7,google,20430.0,814.0,25.0982800982801,9.924808634239811,3.2618694155397496,0.13666177190406265,0.13255017131669114,0.12887909936368086,0.11820851688693099,0.11629955947136564,0.1364659813999021,0.11688693098384728,0.07454723445912874,0.039500734214390605,0.24270190895741556,0.5848066568771415,0.17249143416544296,1.0,0.5179148311306901,0.48208516886930985,,201.5,1,,1,-0.609003084911283,-0.10610751286744732,0.6564617468146305,-0.2221710490959311,-0.31246511327185783,0.8107308108888458,0,0,0,0,0,0 +1179,US_MS_28155,28155,Webster County,MS,Mississippi,33.61,-89.28,google,9732.0,423.0,23.00709219858156,9.183277452426493,3.178349294968207,0.12351006987258528,0.13584052609946567,0.11508425811755035,0.12186600904233456,0.1163173037402384,0.14436909165639128,0.12618166872174272,0.0752157829839704,0.04161528976572133,0.23218249075215786,0.5878956021372791,0.17992190711056308,1.0,0.5132552404438965,0.4867447595561036,,201.5,1,,1,-1.168339796359285,-0.16439304888659384,0.3106146185076696,-0.12046981481774756,-0.13683003082543785,0.5827240503749065,0,0,0,0,0,0 +1180,US_MS_28157,28157,Wilkinson County,MS,Mississippi,31.16,-91.32,google,8855.0,688.0,12.87063953488372,9.088850474388472,2.62977434248391,0.11643139469226425,0.11767363071710898,0.14285714285714285,0.1370976849237719,0.10976849237718803,0.13754940711462452,0.12885375494071147,0.06809712027103332,0.041671372106154715,0.21057029926595142,0.6152343308865048,0.17419536984754377,1.0,0.4624505928853755,0.5375494071146245,,201.5,1,,1,-1.2395660329129565,-0.5472227782191379,-0.3999298447012194,0.7796375756475896,-0.2721889577405043,-1.9032889682582317,0,0,0,0,0,0 +1181,US_MS_28159,28159,Winston County,MS,Mississippi,33.09,-89.04,google,18237.0,610.0,29.89672131147541,9.81126260849361,3.430650071849271,0.116905192740034,0.13417777046663376,0.1147666831167407,0.1172890278006251,0.11712452706037177,0.13116192356198936,0.13401326972638045,0.08323737456818556,0.05132423095903932,0.22424740911334104,0.5741843504962438,0.2015682403904151,1.0,0.5111586335471843,0.48884136645281573,,201.5,1,,1,-0.6946508124735463,0.011678129147246672,0.049732776554238134,-0.5719026172656433,0.37482724299134157,0.48013123080699716,0,0,0,0,0,0 +1182,US_MS_28161,28161,Yalobusha County,MS,Mississippi,34.03,-89.72,google,12449.0,495.0,25.14949494949495,9.429475901892854,3.2638298767295826,0.12338340428950116,0.12458832034701582,0.11968832837978954,0.1061129407984577,0.12177684954614829,0.13583420355048598,0.14049321230620934,0.08538838460920556,0.0427343561731866,0.22305406056711383,0.5785765924973894,0.19836934693549682,1.0,0.5225319302755241,0.47746806972447586,,201.5,1,,1,-0.9826323919162719,-0.10473938108659976,0.010499031899453996,-0.4272913033231355,0.29921457071038454,1.0366583418131716,0,0,0,0,0,0 +1183,US_MS_28163,28163,Yazoo County,MS,Mississippi,32.78,-90.4,google,28659.0,934.0,30.684154175588866,10.263257701382162,3.455816687629484,0.11954359886946508,0.12216057782895426,0.1533200739732719,0.17948986356816357,0.1261383858473778,0.11915977528874001,0.09400188422485083,0.053316584667992606,0.03286925573118392,0.2172720611326285,0.6495411563557696,0.13318678251160193,1.0,0.42384591227886526,0.5761540877211347,,201.5,1,,1,-0.35371107177554273,0.02924095928326329,-0.1795958822175413,1.9091643883807625,-1.2415144193841747,-3.79232359756868,0,0,0,0,0,0 +1184,US_MO_29001,29001,Adair County,MO,Missouri,40.19,-92.6,google,25429.0,1475.0,17.24,10.143684858416165,2.9036169846461855,0.09898147784026112,0.16650281175036377,0.25400133705611705,0.09351527783239608,0.08741987494592787,0.10417240158873727,0.09402650517126115,0.06260568642101538,0.038774627393920326,0.23218372724055217,0.6194227063588815,0.14839356640056628,1.0,0.520114829525345,0.4798851704746549,,142.0,1,,1,-0.4439048254617185,-0.35611834644744933,0.3106552705619956,0.917536735162708,-0.8820696354774932,0.9183828646460179,0,0,0,0,0,0 +1185,US_MO_29005,29005,Atchison County,MO,Missouri,40.43,-95.43,google,5243.0,1415.0,3.7053003533568907,8.56483984488359,1.5486896080576322,0.10757200076292199,0.10852565325195498,0.10185008582872401,0.09956131985504482,0.11558268167079916,0.14075910738127026,0.14266641235933625,0.11558268167079916,0.06790005721914934,0.19439252336448598,0.5507915315658974,0.25481594506961663,1.0,0.5042914362006485,0.4957085637993515,,142.0,1,,1,-1.6348270677278707,-1.30167096144676,-0.9318069151573523,-1.3420938502291941,1.6334503576284953,0.14410012291778468,0,0,0,0,0,0 +1186,US_MO_29009,29009,Barry County,MO,Missouri,36.71,-93.83,google,35631.0,2048.0,17.39794921875,10.480999389497148,2.9122392029005963,0.12390895568465662,0.12719261317392158,0.11178468187813982,0.10561028318037664,0.11282310347730909,0.1423198899834414,0.13805394179225955,0.09241952232606439,0.045887008503830935,0.2256630462237939,0.5670034520501811,0.20733350172602508,1.0000000000000002,0.4970390951699363,0.5029609048300637,,142.0,1,,1,-0.18946859248081013,-0.3501012261512456,0.09627470689884449,-0.8083283787109403,0.5111014959875817,-0.21077713899314945,0,0,0,0,0,0 +1187,US_MO_29013,29013,Bates County,MO,Missouri,38.26,-94.34,google,16293.0,2205.0,7.389115646258503,9.698552220870587,2.126935109233259,0.12545264837660344,0.1342294236788805,0.10783772172098448,0.1169213772785859,0.10961762720186584,0.14515436076842816,0.12551402442766832,0.08383968575461855,0.05143313079236482,0.23283618731970787,0.5691339839194746,0.19802982876081754,1.0,0.5050021481617872,0.4949978518382127,,142.0,1,,1,-0.7796682184913591,-0.8981352773978915,0.33210621397996426,-0.7381821952960553,0.2911893342224412,0.1788772402248953,0,0,0,0,0,0 +1188,US_MO_29015,29015,Benton County,MO,Missouri,38.3,-93.29,google,19072.0,1949.0,9.785531041559775,9.856029001376427,2.378205517531083,0.09034186241610738,0.09941275167785235,0.07927852348993289,0.07843959731543625,0.10077600671140939,0.15063968120805368,0.1936346476510067,0.14183095637583892,0.06564597315436242,0.16987206375838926,0.525833682885906,0.3042942533557047,1.0,0.49916107382550334,0.5008389261744967,,142.0,1,,1,-0.6608835379575465,-0.7227831546618698,-1.7379665690531199,-2.163812528264363,2.8029757457592215,-0.10694280854287144,0,0,0,0,0,0 +1189,US_MO_29017,29017,Bollinger County,MO,Missouri,37.32,-90.03,google,12280.0,1609.0,7.632069608452455,9.415808631610384,2.1554842919238357,0.11563517915309446,0.1230456026058632,0.10423452768729642,0.10838762214983713,0.12052117263843648,0.15268729641693812,0.14030944625407166,0.08957654723127036,0.04560260586319218,0.21407166123778504,0.5805944625407166,0.20533387622149837,0.9999999999999999,0.4989413680781759,0.5010586319218241,,142.0,1,,1,-0.9929416091167865,-0.8782118816383818,-0.28481549526727257,-0.36085442706388837,0.4638360805902803,-0.11769362317051711,0,0,0,0,0,0 +1190,US_MO_29019,29019,Boone County,MO,Missouri,38.948333,-92.333889,google,178012.0,1790.0,99.44804469273743,12.089611860315255,4.609640625593514,0.11553715479855291,0.13516504505314247,0.23176527425117407,0.13178886816619104,0.10610520639058041,0.1090319753724468,0.09574073657955644,0.04688447969799789,0.027981259690357953,0.2236691908410669,0.653594701480799,0.12273610767813406,0.9999999999999999,0.5150944880120442,0.4849055119879559,,142.0,1,,1,1.0239072324189713,0.8344510839304028,0.030722682545362805,2.0426243585970827,-1.4885384176617413,0.6727235606291134,0,0,0,0,0,0 +1191,US_MO_29021,29021,Buchanan County,MO,Missouri,39.67,-94.81,google,88660.0,1074.0,82.5512104283054,11.392575387278974,4.425459742408697,0.1270471464019851,0.1263365666591473,0.14219490187232123,0.13373561921949018,0.11677193773967967,0.13435596661403112,0.11378299120234604,0.06412136250845928,0.04165350778254004,0.22811639972930298,0.6092172343785247,0.16266636589217234,1.0,0.4954996616286939,0.5045003383713061,,142.0,1,,1,0.49813286426087044,0.7059182055360134,0.1769336604689238,0.5815291308235246,-0.544701565643423,-0.286105913205011,0,0,0,0,0,0 +1192,US_MO_29023,29023,Butler County,MO,Missouri,36.72,-90.4,google,42618.0,1810.0,23.54585635359116,10.66005544221451,3.200543056027139,0.12816180956403397,0.12856070205077666,0.11976160307851143,0.12023088835703225,0.11696935567131259,0.13271387676568586,0.12485334835046225,0.0788164625275705,0.04993195363461448,0.23101037120465534,0.5778145384579285,0.19117509033741611,1.0,0.514407058050589,0.48559294194941105,,142.0,1,,1,-0.054406674454815396,-0.1489048617198542,0.27207882007980694,-0.4523813680128511,0.12916296564069135,0.6390856964630919,0,0,0,0,0,0 +1193,US_MO_29025,29025,Caldwell County,MO,Missouri,39.66,-93.98,google,9059.0,1113.0,8.1392632524708,9.111624399037025,2.2125797752664655,0.11910806932332486,0.1404128491003422,0.10707583618500938,0.10619273650513301,0.11723148250358759,0.1440556352798322,0.1310299150016558,0.08477756926813114,0.050115906832983774,0.23143834860359863,0.5681532177944585,0.20040843360194283,0.9999999999999999,0.49398388343084226,0.5060161165691578,,142.0,1,,1,-1.2223876695047773,-0.8383671013851394,0.2861494418116096,-0.7704731933721829,0.3474127348678681,-0.3602771655275253,0,0,0,0,0,0 +1194,US_MO_29027,29027,Callaway County,MO,Missouri,38.84,-91.92,google,44982.0,2194.0,20.502278942570648,10.714039919598678,3.0681589268451646,0.11315637366057534,0.13038548752834467,0.1438130807878707,0.1292961629096083,0.1221155128718154,0.14027833355564448,0.11911431239162332,0.06680449957760883,0.03503623671690899,0.21746476368325107,0.6211373438264195,0.16139789249032946,1.0,0.4867502556578187,0.5132497443421813,,142.0,1,,1,-0.013686202019037124,-0.24129074283445098,-0.17326039650437416,0.9739899035106843,-0.5746846410356938,-0.7142387355781513,0,0,0,0,0,0 +1195,US_MO_29029,29029,Camden County,MO,Missouri,38.03,-92.77,google,45473.0,1836.0,24.767429193899783,10.724896013040084,3.2491112600410643,0.09460559013040705,0.10155476876388186,0.08825017043080509,0.09398984012490928,0.10003738482176236,0.15305785850944517,0.18622039451982494,0.13014316187627822,0.05214083082268599,0.17584940514151254,0.5487564048996108,0.2753941899588767,1.0,0.5044092098607965,0.4955907901392035,,142.0,1,,1,-0.005497454527880342,-0.115010947474196,-1.5414493936802163,-1.4090988880149988,2.1198610833551053,0.14986311639279493,0,0,0,0,0,0 +1196,US_MO_29031,29031,Cape Girardeau County,MO,Missouri,37.38,-89.68,google,78261.0,1518.0,51.555335968379445,11.267817451277368,3.9618666329554735,0.1183348027753287,0.13576366261611786,0.16837249715694919,0.12011091092625957,0.10826593066789333,0.12407201543552983,0.11347925531235226,0.06682766639833378,0.044773258711235484,0.226945732868223,0.6047137143660316,0.1683405527657454,1.0,0.5151735858218014,0.4848264141781986,,142.0,1,,1,0.4040279967089269,0.3823940930903391,0.13844562204240002,0.43325407079651457,-0.410580051882863,0.676594036938891,0,0,0,0,0,0 +1197,US_MO_29035,29035,Carter County,MO,Missouri,36.94,-90.97,google,6179.0,1318.0,4.688163884673748,8.729073550451737,1.7383875044406094,0.12429195662728597,0.13497329664994337,0.10988833144521767,0.10325295355235475,0.1165237093380806,0.1407994821168474,0.13885742029454604,0.08933484382586179,0.042078006149862436,0.23227059394724067,0.5668878459297622,0.20084156012299725,1.0,0.5162647677617738,0.48373523223822623,,142.0,1,,1,-1.5109456409795436,-1.1692879680228543,0.31351118906124176,-0.812134624580184,0.3576506043543703,0.729988610837745,0,0,0,0,0,0 +1198,US_MO_29037,29037,Cass County,MO,Missouri,38.65,-94.35,google,103477.0,1820.0,56.855494505494505,11.547114308706927,4.057948427616887,0.1274582757520995,0.13865883239753762,0.11261439740232129,0.1226842680015849,0.12779651516762178,0.14180929095354522,0.11486610551136968,0.07207398745614968,0.04203832735777033,0.23838534167012962,0.5900692907602656,0.17154536756960484,1.0,0.5120751471341457,0.48792485286585424,,142.0,1,,1,0.6147015187183356,0.44944594676582583,0.5145458754876917,-0.04890272725973569,-0.33482741588530834,0.5249787953199829,0,0,0,0,0,0 +1199,US_MO_29039,29039,Cedar County,MO,Missouri,37.72,-93.86,google,14070.0,1291.0,10.898528272656856,9.551871220788255,2.476414717902503,0.12906894100923952,0.13297796730632552,0.09715707178393745,0.09772565742714996,0.10810234541577825,0.1337597725657427,0.14171997157071783,0.10028429282160625,0.059203980099502486,0.23545131485429993,0.5342004264392324,0.23034825870646766,1.0,0.5019189765458422,0.4980810234541578,,142.0,1,,1,-0.8903096456223495,-0.6542466649335449,0.41808381562556496,-1.888343695182995,1.0551043837713296,0.028009058980440156,0,0,0,0,0,0 +1200,US_MO_29041,29041,Chariton County,MO,Missouri,39.52,-92.96,google,7457.0,1990.0,3.7472361809045225,8.917042560738766,1.5575625920505962,0.12417862411157302,0.12404452192570739,0.09521255196459702,0.09856510661123777,0.10178355907201288,0.14255062357516426,0.14335523669035805,0.09494434759286577,0.07536542845648384,0.22341424165213894,0.5345983639533325,0.24198739439452863,1.0,0.5011398685798578,0.4988601314201421,,142.0,1,,1,-1.3691606821717683,-1.2954788412177645,0.022340712826652103,-1.8752418973389728,1.3302201901642714,-0.010114865491761459,0,0,0,0,0,0 +1201,US_MO_29043,29043,Christian County,MO,Missouri,36.97,-93.19,google,85392.0,1461.0,58.4476386036961,11.35501940920405,4.085095901636315,0.13484869777028294,0.14070404721753793,0.11454234588720255,0.1373664980326026,0.12893479482855535,0.13012928611579538,0.11270376616076447,0.06709059396664793,0.03367997002061083,0.2474119355443133,0.5954656173880457,0.157122447067641,1.0,0.511043189057523,0.48895681094247706,,142.0,1,,1,0.469804403116091,0.4683911430126727,0.8113133876129642,0.12876732914942843,-0.6757439161121496,0.4744822101362642,0,0,0,0,0,0 +1202,US_MO_29045,29045,Clark County,MO,Missouri,40.41,-91.74,google,6720.0,1326.0,5.067873303167421,8.812992231969966,1.8030081817639256,0.12113095238095238,0.12544642857142857,0.10193452380952381,0.10386904761904762,0.11428571428571428,0.1519345238095238,0.13779761904761906,0.08601190476190476,0.05758928571428571,0.22148809523809526,0.5660119047619048,0.2125,1.0,0.49166666666666664,0.5083333333333333,,142.0,1,,1,-1.4476458088205295,-1.1241916392587754,-0.040985242373304455,-0.8409743386003029,0.6332227064422686,-0.473665040841491,0,0,0,0,0,0 +1203,US_MO_29047,29047,Clay County,MO,Missouri,39.31,-94.42,google,242527.0,1059.0,229.0151085930123,12.398872446611756,5.438144996300569,0.13216260457598536,0.13248421825198844,0.13092975215130687,0.1445034985795396,0.1336634683973331,0.1304926874121232,0.10525013709813753,0.058950137510462755,0.0315634960231232,0.2381499791775761,0.6187113187397693,0.14313870208265472,1.0,0.5100957831499173,0.4899042168500827,,142.0,1,,1,1.2571823846473158,1.4126329760350933,0.5068078579878154,0.8941148248272968,-1.0062795659271124,0.42812299826446343,0,0,0,0,0,0 +1204,US_MO_29049,29049,Clinton County,MO,Missouri,39.6,-94.4,google,20551.0,1097.0,18.733819507748404,9.93071353878972,2.982333890135339,0.11979952313756022,0.13848474526787016,0.10899712909347477,0.11434966668288647,0.12315702398910029,0.15050362512773102,0.12495742299644787,0.07347574327283343,0.046275120432095765,0.23058731935185636,0.5871831054449905,0.18222957520315314,1.0,0.49681280716266846,0.5031871928373315,,142.0,1,,1,-0.6045490174716869,-0.3011847927264185,0.2581701356297166,-0.14392824056584347,-0.0822833715892705,-0.22185004194716257,0,0,0,0,0,0 +1205,US_MO_29051,29051,Cole County,MO,Missouri,38.51,-92.28,google,76632.0,1034.0,74.11218568665377,11.246783072356434,4.318982805083526,0.12182900093955527,0.12824929533354212,0.12861467794133,0.13556999686814908,0.12548282701743396,0.13554389811044995,0.11907558200229669,0.06602985697880781,0.03960486480843512,0.224428437206389,0.6103990500052198,0.16517251278839126,1.0,0.49420607579079234,0.5057939242092077,,142.0,1,,1,0.38816177203552094,0.6316119746157813,0.0556844408860383,0.6204395347970735,-0.48546343638957445,-0.34940467401303443,0,0,0,0,0,0 +1206,US_MO_29053,29053,Cooper County,MO,Missouri,38.85,-92.81,google,17647.0,1477.0,11.947867298578199,9.778377741493284,2.5609310872146143,0.11356037853459512,0.12682042273474245,0.1476738255794186,0.12308041026803422,0.11526038420128067,0.1347537825126084,0.11832039440131467,0.07281690938969797,0.04771349237830793,0.2150167167223891,0.6052926843089477,0.17969059896866324,1.0,0.4774749249164164,0.5225250750835836,,142.0,1,,1,-0.7194558561662313,-0.5952658845654308,-0.25374488669714323,0.4523162272433758,-0.14229749230106128,-1.1681065229433423,0,0,0,0,0,0 +1207,US_MO_29055,29055,Crawford County,MO,Missouri,37.98,-91.3,google,24107.0,1926.0,12.516614745586708,10.090299014602934,2.6039196506223123,0.12042145434935911,0.13037706890114906,0.1100095407972788,0.11278881652632015,0.1146969759820799,0.14950014518604554,0.1311237399925333,0.0850375409632057,0.04604471730202846,0.22472310947027832,0.5786327622682209,0.19664412826150082,1.0,0.5062015182312192,0.49379848176878083,,142.0,1,,1,-0.48417374880402364,-0.5652657906507619,0.0653723869558026,-0.4254419552312765,0.25843534625410164,0.23756576086333134,0,0,0,0,0,0 +1208,US_MO_29063,29063,DeKalb County,MO,Missouri,39.9,-94.4,google,12532.0,1103.0,11.361740707162285,9.436120444611522,2.5146062760261865,0.09360038301947016,0.09296201723587616,0.1469039259495691,0.1548834982444941,0.1500957548675391,0.14075965528247686,0.10429300989466965,0.06591126715608044,0.05059048834982445,0.1679699968081711,0.6633817427385892,0.16864826045323972,1.0,0.37216725183530164,0.6278327481646984,,142.0,1,,1,-0.9776204156643129,-0.627594219733367,-1.800500863226513,2.3648554413856564,-0.4033067241335228,-6.321104502902858,0,0,0,0,0,0 +1209,US_MO_29069,29069,Dunklin County,MO,Missouri,36.27,-90.09,google,30121.0,1417.0,21.256880733944953,10.313011080771794,3.1026512072748518,0.14498190631121144,0.13595166163141995,0.11566681053085887,0.1092925201686531,0.11530161681219082,0.13332890674280404,0.1193851465754789,0.07884864380332658,0.047242787424056305,0.2537432356163474,0.5604727598685303,0.18578400451512234,1.0,0.5210318382523821,0.4789681617476179,,142.0,1,,1,-0.316182115079252,-0.21721988374553305,1.0194676700682648,-1.023346580598787,0.0017331492793873908,0.9632546577430636,0,0,0,0,0,0 +1210,US_MO_29071,29071,Franklin County,MO,Missouri,38.41,-91.08,google,103315.0,2410.0,42.86929460580913,11.545547531787484,3.7812146358559886,0.12542225233509172,0.12769684944102985,0.1181241833228476,0.11916953007791704,0.117688622174902,0.1547306780235203,0.12399941925180274,0.07347432609011276,0.03969413928277598,0.2275797318879156,0.5972520931132943,0.17516817499879012,1.0,0.503227992063108,0.496772007936892,,142.0,1,,1,0.6135196994352262,0.2563238909424221,0.15928962082937895,0.18758571891192694,-0.24919463231796665,0.09206283700866297,0,0,0,0,0,0 +1211,US_MO_29073,29073,Gasconade County,MO,Missouri,38.44,-91.51,google,14683.0,1363.0,10.772560528246515,9.594513744616725,2.4657714446170687,0.10719880133487707,0.1216372675883675,0.10372539671729211,0.10270380712388477,0.10992304025062997,0.1518763195532248,0.14772185520670164,0.09248791118981135,0.06272560103521078,0.20450861540557108,0.5664169447660561,0.22907443982837294,1.0,0.5003745828509161,0.499625417149084,,142.0,1,,1,-0.8581444047922426,-0.6616742031625925,-0.5992199494305269,-0.8276386965331481,1.0249949566422123,-0.04756242937716899,0,0,0,0,0,0 +1212,US_MO_29077,29077,Greene County,MO,Missouri,37.26,-93.34,google,289512.0,1755.0,164.96410256410257,12.575955479995622,5.111771515357384,0.11895879963524827,0.12228508662853353,0.18059355052640305,0.12843681781756888,0.11148069855480948,0.11990176572991793,0.10734270082069138,0.06800063555223963,0.04299994473458786,0.2167868689380751,0.6185412003647517,0.16467193069717317,1.0,0.5129562850589958,0.4870437149410042,,142.0,1,,1,1.3907560548791686,1.184869256957205,-0.1955475559592864,0.8885138033602102,-0.4972957622067394,0.5680953300792401,0,0,0,0,0,0 +1213,US_MO_29081,29081,Harrison County,MO,Missouri,40.35,-93.98,google,8506.0,1882.0,4.519659936238044,9.048644632975885,1.7083162526373141,0.1295556078062544,0.13437573477545262,0.10216317893251822,0.10533740888784388,0.10098753820832354,0.13613919586174464,0.13272983776158007,0.0887608746766988,0.06995062308958383,0.2370561956266165,0.5378673877263109,0.22507641664707265,1.0,0.5101105102280743,0.4898894897719257,,142.0,1,,1,-1.2698932850478215,-1.1902735582989175,0.4708475137265996,-1.767611711434732,0.9304931481763684,0.4288436352491505,0,0,0,0,0,0 +1214,US_MO_29083,29083,Henry County,MO,Missouri,38.39,-93.79,google,21695.0,1897.0,11.43647865050079,9.984883190740122,2.520633980560098,0.12081124683106706,0.1205807789813321,0.10403318737036184,0.11246831067066144,0.10993316432357686,0.1436736575247753,0.13772758700161328,0.09868633325651072,0.0520857340401014,0.21727587001613277,0.5630882691864485,0.21963586079741876,1.0,0.5085503572251671,0.4914496427748329,,142.0,1,,1,-0.5636888679252731,-0.6233877125190589,-0.17947065747637198,-0.9372328739782547,0.8018940021642882,0.3525010000243055,0,0,0,0,0,0 +1215,US_MO_29091,29091,Howell County,MO,Missouri,36.77,-91.89,google,40074.0,2404.0,16.669717138103163,10.598507977477754,2.871852278173094,0.13193092778360033,0.12861206767480163,0.11858062584219195,0.11461296601287618,0.11688376503468584,0.13018415930528524,0.12619154564056495,0.08309627189699056,0.049907670809003345,0.23482058192344166,0.569079702550282,0.1960997155262764,1.0,0.5123771023606328,0.48762289763936717,,142.0,1,,1,-0.10083190560913531,-0.37828573474389077,0.3973471961082479,-0.739969369162954,0.2455669896444702,0.5397543062262763,0,0,0,0,0,0 +1216,US_MO_29095,29095,Jackson County,MO,Missouri,39.01,-94.34,google,698072.0,1596.0,437.38847117794484,13.45607896080315,6.083105437792457,0.1329977423532243,0.12611593073493851,0.14259847121786864,0.14122182239081355,0.11783741505174251,0.1328559231712488,0.10959327977629815,0.05990069792227736,0.03687871738158815,0.23389048694117515,0.6145334578668102,0.15157605519201459,0.9999999999999999,0.5161287087864862,0.4838712912135138,,142.0,1,,1,2.0546328890525225,1.862726495851067,0.3667684442806219,0.7565618507083783,-0.8068447224202536,0.7233308659242081,0,0,0,0,0,0 +1217,US_MO_29097,29097,Jasper County,MO,Missouri,37.2,-94.34,google,120048.0,1661.0,72.27453341360626,11.695655271752148,4.294213118969808,0.14001899240303878,0.1368202718912435,0.13989404238304678,0.13249700119952018,0.11853591896574703,0.12305910968945755,0.10574936691989871,0.06429095028655205,0.0391343462614954,0.24947520991603359,0.5942248100759696,0.1562999800079968,1.0,0.5119368919099027,0.4880631080900973,,142.0,1,,1,0.7267459152626062,0.6143261466945035,0.8791477014928099,0.087914667638064,-0.6951846799635196,0.5182135818231991,0,0,0,0,0,0 +1218,US_MO_29099,29099,Jefferson County,MO,Missouri,38.26,-90.54,google,223769.0,1720.0,130.0982558139535,12.318374017617318,4.87594708643976,0.12514244600458507,0.13000460296108934,0.11731294325844956,0.13425005250950758,0.12911082410879077,0.15207200282434116,0.11925244336793747,0.06442804856794283,0.0284266363973562,0.22914612837345658,0.6183729649772757,0.15248090664926778,1.0,0.5029517046597161,0.49704829534028394,,142.0,1,,1,1.1964624477724088,1.0202962995451181,0.21078807024397642,0.8829747778629384,-0.7854566275479348,0.07854332423327218,0,0,0,0,0,0 +1219,US_MO_29101,29101,Johnson County,MO,Missouri,38.75,-93.81,google,53735.0,2158.0,24.900370713623726,10.8918384469467,3.2542572818703834,0.12353214850655997,0.13877361124034615,0.236028659160696,0.12271331534381688,0.09464966967525822,0.11100772308551224,0.09009025774634782,0.05327998511212431,0.02992463012933842,0.23455103749883688,0.6371992183865265,0.12824974411463663,1.0,0.48517725876988926,0.5148227412301107,,142.0,1,,1,0.12042716506007906,-0.11141973330166415,0.38848537852653775,1.5028152241353292,-1.3582118560475587,-0.7912098578983601,0,0,0,0,0,0 +1220,US_MO_29107,29107,Lafayette County,MO,Missouri,39.06,-93.78,google,32579.0,1655.0,19.685196374622357,10.391453882156036,3.0294182934444462,0.12050707510973327,0.13171061112986893,0.11369286963995212,0.11378495349765186,0.12026151815586728,0.14724208846189263,0.1229319500291599,0.07885447681021517,0.05101445716565886,0.2258755640136284,0.5827895269959177,0.19133490899045397,1.0,0.5045888455753706,0.49541115442462935,,142.0,1,,1,-0.25701273739274993,-0.2683263669215585,0.10326165863840632,-0.28858355606626535,0.1329406205100511,0.15865319262604424,0,0,0,0,0,0 +1221,US_MO_29113,29113,Lincoln County,MO,Missouri,39.06,-90.96,google,56045.0,1659.0,33.78239903556359,10.933928061100904,3.549111483993064,0.13826389508430725,0.13951289142653225,0.1259880453207244,0.1315371576411812,0.12250869836738336,0.1471674547238826,0.11019716299402266,0.057186189669015966,0.02763850477295031,0.24987420822553308,0.6102025158354893,0.1399232759389776,1.0,0.4989561959139977,0.5010438040860024,,142.0,1,,1,0.1521753463160015,0.0943478721640999,0.8922655771060032,0.6139687928589235,-1.0822830235826568,-0.11696805583243691,0,0,0,0,0,0 +1222,US_MO_29115,29115,Linn County,MO,Missouri,39.87,-93.11,google,12168.0,1610.0,7.55776397515528,9.4066470133368,2.1468389381746324,0.12483563445101907,0.13732741617357003,0.10823471400394477,0.10922090729783038,0.10560486522024984,0.13971071663379356,0.13404010519395135,0.08464825772518081,0.05637738330046022,0.2346975673898751,0.5572567389875082,0.2080456936226167,1.0,0.5120808678500987,0.4879191321499014,,142.0,1,,1,-0.9998522145806826,-0.8842451473221378,0.39330284476258603,-1.1292316855519882,0.5279356710662613,0.5252587258975655,0,0,0,0,0,0 +1223,US_MO_29117,29117,Livingston County,MO,Missouri,39.78,-93.55,google,15157.0,1395.0,10.865232974910395,9.626283724371975,2.473612525169913,0.11222537441446197,0.11618394141320842,0.1269380484264696,0.1351850630071914,0.12990697367552945,0.1267401200765323,0.11446856238041829,0.0791053638582833,0.05924655274790526,0.2051725275450287,0.5992412746585737,0.19558619779639771,1.0,0.5615887048888303,0.4384112951111698,,142.0,1,,1,-0.8341803201591237,-0.6562022093500314,-0.5773924963908912,0.2530780476265144,0.2334289024068103,2.9478151910493864,0,0,0,0,0,0 +1224,US_MO_29119,29119,McDonald County,MO,Missouri,36.62,-94.35,google,22722.0,1398.0,16.253218884120173,10.031132906371798,2.8479987280473664,0.13880820350321274,0.14373734706451896,0.11442654695889447,0.11856350673356218,0.12881788574949388,0.14202094886013555,0.11359035296188716,0.07002024469676965,0.030014963471525394,0.25379808115482794,0.5893715341959335,0.15683038464923862,1.0,0.49335445823431034,0.5066455417656897,,142.0,1,,1,-0.5288027235778873,-0.39493222597885824,1.0212708279629163,-0.07187584521493105,-0.6826474345442154,-0.3910766948625463,0,0,0,0,0,0 +1225,US_MO_29121,29121,Macon County,MO,Missouri,39.83,-92.56,google,15262.0,2104.0,7.253802281368821,9.633186877915122,2.11067397676299,0.12278862534399161,0.13281352378456296,0.10024898440571353,0.10601493906434281,0.11427073778010746,0.1323548683003538,0.13458262350936967,0.09657974053204037,0.060345957279517755,0.229039444371642,0.5467435460621151,0.22421700956624296,1.0,0.5070108766871969,0.49298912331280303,,142.0,1,,1,-0.8289732738525845,-0.9094833072597032,0.2072806181260044,-1.4753707740347413,0.9101792281054141,0.277169926131554,0,0,0,0,0,0 +1226,US_MO_29125,29125,Maries County,MO,Missouri,38.18,-91.92,google,8790.0,1373.0,6.40203932993445,9.081483749851179,2.0017555473697954,0.10466439135381114,0.12457337883959044,0.10398179749715586,0.1080773606370876,0.11649601820250284,0.15938566552901023,0.13731513083048918,0.09294653014789533,0.05255972696245734,0.2043230944254835,0.5815130830489192,0.21416382252559726,1.0,0.49908987485779294,0.500910125142207,,142.0,1,,1,-1.2451227506584692,-0.9854933632330772,-0.6053193265017719,-0.3306095273814305,0.6725507019302818,-0.1104267724939534,0,0,0,0,0,0 +1227,US_MO_29135,29135,Moniteau County,MO,Missouri,38.63,-92.58,google,16047.0,1085.0,14.789861751152074,9.683339510201717,2.7593680727607017,0.135975571757961,0.13267277372717642,0.12357449990652458,0.13734654452545647,0.13030472985604785,0.1301800959680937,0.10257368978625288,0.06680376394341621,0.040568330529070856,0.2421137907397021,0.5992272698946843,0.1586589393656135,0.9999999999999999,0.46849878481959245,0.5315012151804076,,142.0,1,,1,-0.7911431608355606,-0.4567842110545551,0.6371261720962924,0.25261695115073607,-0.6394256422383554,-1.6073340781010717,0,0,0,0,0,0 +1228,US_MO_29139,29139,Montgomery County,MO,Missouri,38.94,-91.47,google,11378.0,1399.0,8.132952108649034,9.339524830357009,2.2118889839258418,0.11715591492353665,0.12568113904025313,0.1023905783090174,0.10994902443311654,0.11214624714361048,0.15301458955879768,0.13561258569168572,0.08621901915978203,0.057830901740200384,0.21770082615573916,0.5704429600984355,0.21185621374582528,1.0,0.5009667779926174,0.49903322200738265,,142.0,1,,1,-1.0504824537586475,-0.8388491785575634,-0.16549936574981777,-0.6950851243446776,0.6180054446791252,-0.018584670400593677,0,0,0,0,0,0 +1229,US_MO_29141,29141,Morgan County,MO,Missouri,38.43,-92.89,google,20162.0,1590.0,12.680503144654088,9.911604520638075,2.6159716910980295,0.12518599345303044,0.11923420295605594,0.09984128558674735,0.09765896240452336,0.09770856065866482,0.14676123400456303,0.15097708560658665,0.10956254339847238,0.05307013193135602,0.2205733558178752,0.541305426049003,0.2381212181331217,0.9999999999999999,0.4971728995139371,0.5028271004860629,,142.0,1,,1,-0.6189629431892861,-0.5568551270352813,-0.07105914907226614,-1.6544168466937799,1.2388348649716743,-0.2042297194730632,0,0,0,0,0,0 +1230,US_MO_29143,29143,New Madrid County,MO,Missouri,36.59,-89.66,google,17544.0,1808.0,9.70353982300885,9.772524288017316,2.3705745113377414,0.1291609667122663,0.12329001367989056,0.11354309165526676,0.11274509803921569,0.12118103055175558,0.1434108527131783,0.1306999544003648,0.08065435476516188,0.045314637482900134,0.22779297765617876,0.5808880528955769,0.19131896944824442,1.0,0.5191518467852257,0.48084815321477425,,142.0,1,,1,-0.7238711140787247,-0.7281085455173982,0.16630050633068552,-0.3511881821333666,0.13256385541975216,0.8712614349402416,0,0,0,0,0,0 +1231,US_MO_29145,29145,Newton County,MO,Missouri,36.91,-94.33,google,58191.0,1623.0,35.8539741219963,10.97150316722677,3.6069634587361676,0.1280266707910158,0.13710023886855355,0.1194170919901703,0.11493186231547833,0.11912495059373443,0.13881871767111753,0.1204138096956574,0.0806825797803784,0.04148407829389424,0.23770686188585866,0.57991957519204,0.18237356292210136,1.0,0.5025347562337819,0.49746524376621815,,142.0,1,,1,0.1805182357429259,0.13472057917880711,0.4922394816904417,-0.3830745930360377,-0.07887991462555854,0.05814087554435928,0,0,0,0,0,0 +1232,US_MO_29147,29147,Nodaway County,MO,Missouri,40.36,-94.88,google,22401.0,2273.0,9.855257369115707,10.016905519571685,2.384649512778867,0.08861211553055667,0.15847506807731798,0.2582473996696576,0.10160260702647203,0.08454979688406768,0.10803089147805901,0.09530824516762644,0.060265166733627966,0.044908709432614616,0.21539216999241106,0.6317798312575331,0.1528279987500558,1.0,0.4972545868488014,0.5027454131511986,,142.0,1,,1,-0.5395344364720293,-0.7182861338894895,-0.2414011018302522,1.3243859178078428,-0.7772523651559373,-0.200232530481718,0,0,0,0,0,0 +1233,US_MO_29151,29151,Osage County,MO,Missouri,38.46,-91.86,google,13658.0,1589.0,8.595342983008182,9.522153924002891,2.261277874835191,0.11949040855176453,0.1388929565090057,0.11700102504026944,0.11458485869087714,0.12424952408844633,0.14972909650021965,0.11729389368868062,0.07416898521013325,0.04458925172060331,0.23060477375896912,0.591990042465954,0.17740518377507689,1.0,0.4840386586615903,0.5159613413384098,,142.0,1,,1,-0.9127253922082219,-0.8043825379403872,0.2587439845307168,0.014336599681828538,-0.19631815678830025,-0.846924734947509,0,0,0,0,0,0 +1234,US_MO_29155,29155,Pemiscot County,MO,Missouri,36.21,-89.78,google,16783.0,1327.0,12.647324792765637,9.728181330636078,2.6135435165452514,0.14788774355002085,0.13912888041470536,0.12095572901149973,0.11279270690579753,0.11618900077459333,0.13233629267711375,0.11744026693678127,0.07036882559733063,0.04290055413215754,0.25919084788178515,0.568819638920336,0.1719895131978788,1.0,0.528093904546267,0.47190609545373297,,142.0,1,,1,-0.7573189913437761,-0.558549658297787,1.1985689303632279,-0.748531771513582,-0.32432908628822044,1.308821246406539,0,0,0,0,0,0 +1235,US_MO_29157,29157,Perry County,MO,Missouri,37.71,-89.83,google,19262.0,1254.0,15.360446570972886,9.865941436462158,2.794866627316293,0.12226144740940713,0.1334233205274634,0.11805627660679058,0.11608348042778528,0.12418232789949123,0.14032810715398195,0.12548022012252102,0.07237047035614162,0.047814349496417816,0.22900010383137784,0.5880749662548022,0.18292492991381995,0.9999999999999999,0.5014017236008722,0.4985982763991278,,142.0,1,,1,-0.653406591634485,-0.43201111127909175,0.2059872183760443,-0.11456438412827653,-0.06584717932540136,0.0026984305848697324,0,0,0,0,0,0 +1236,US_MO_29159,29159,Pettis County,MO,Missouri,38.73,-93.28,google,42445.0,1778.0,23.872328458942633,10.655987958795587,3.213755878641538,0.1386735775709742,0.13417363647072683,0.12745906467192838,0.12858993992225232,0.10931794086464837,0.13495111320532455,0.1148073978089292,0.06549652491459536,0.0465308045706208,0.24601248674755566,0.5845564848627636,0.16943102838968077,1.0,0.5046059606549652,0.49539403934503473,,142.0,1,,1,-0.05747477577706399,-0.13968413211438777,0.7653036807900762,-0.23040777733208065,-0.3848043337650163,0.15949068117742177,0,0,0,0,0,0 +1237,US_MO_29163,29163,Pike County,MO,Missouri,39.34,-91.17,google,18557.0,1774.0,10.46054114994363,9.828656241913125,2.438909930934698,0.12340356738696988,0.11585924448994989,0.13741445276714986,0.12970846580805087,0.12351134342835587,0.13466616371180687,0.11521258824163388,0.07819151802554292,0.042032656140539956,0.2160909629789298,0.6060785687341704,0.17783046828689983,1.0,0.45028830091070754,0.5497116990892924,,142.0,1,,1,-0.681530800860262,-0.6804198384963143,-0.21842687046565482,0.478190889729818,-0.18626564992246702,-2.4984238159237724,0,0,0,0,0,0 +1238,US_MO_29165,29165,Platte County,MO,Missouri,39.38,-94.77,google,101141.0,1106.0,91.44755877034358,11.524280749008362,4.526641551539045,0.12930463412463788,0.1316676718640314,0.12502348206958602,0.14058591471312326,0.13450529458874244,0.13710562482079472,0.11041021939668384,0.060549134376761155,0.030848024045639254,0.234638771615863,0.6187589602633947,0.14660226812074234,1.0,0.5071039439989717,0.49289605600102826,,142.0,1,,1,0.5974781726127603,0.7765291665857835,0.3913698148932623,0.8956833866979551,-0.9244107924114711,0.28172396911384046,0,0,0,0,0,0 +1239,US_MO_29169,29169,Pulaski County,MO,Missouri,37.82,-92.21,google,51862.0,1428.0,36.317927170868344,10.85636090547197,3.6194738323912983,0.12990243338089547,0.16929543789286955,0.23946241949789826,0.15423624233542862,0.0961976013265975,0.08727006285912614,0.0652886506498014,0.03756122016119702,0.020785931896186032,0.2653387836951911,0.6436697389225252,0.09099147738228375,1.0,0.43260961783193863,0.5673903821680614,,142.0,1,,1,0.09366646791689219,0.14345109620032526,1.4006947423229852,1.715852319167597,-2.2388904881721956,-3.363491056779725,0,0,0,0,0,0 +1240,US_MO_29173,29173,Ralls County,MO,Missouri,39.53,-91.53,google,10226.0,1253.0,8.16121308858739,9.232786560806012,2.2149786031694285,0.11060043027576764,0.12556229219636222,0.0967142577743008,0.10737336201838452,0.1224330138861725,0.15176999804420105,0.14991198904752592,0.09651867787991394,0.03911597887737141,0.2110502640328574,0.5783590846860943,0.2105906512810483,1.0,0.49657735184823,0.50342264815177,,142.0,1,,1,-1.1309950932006057,-0.836693050040564,-0.3841500332055619,-0.43445258687170385,0.5880911754954692,-0.23337152679411774,0,0,0,0,0,0 +1241,US_MO_29175,29175,Randolph County,MO,Missouri,39.43,-92.5,google,24899.0,1263.0,19.714172604908946,10.1226230824528,3.0308181328976813,0.11703281256275352,0.1227358528454958,0.1422547090244588,0.1317321980802442,0.13189284710229326,0.13534680107634844,0.10944214627093457,0.06723161572753926,0.04233101730993213,0.21522149483915018,0.6204947989879112,0.16428370617293866,1.0,0.47515964496566127,0.5248403550343387,,142.0,1,,1,-0.45979171571466204,-0.26734947186544245,-0.24701239234811803,0.9528345907252244,-0.5064722771910825,-1.2813996245779429,0,0,0,0,0,0 +1242,US_MO_29177,29177,Ray County,MO,Missouri,39.35,-93.99,google,22877.0,1486.0,15.395020188425303,10.03793102908562,2.7969776416728163,0.11845958823272282,0.1293001704768982,0.11247104078331949,0.11076627180137255,0.12256851859946671,0.1545657210298553,0.12711456921799186,0.08226603138523408,0.04248808847313896,0.22189972461424137,0.5897888709183897,0.18831140446736896,1.0,0.5020326091707829,0.4979673908292171,,142.0,1,,1,-0.5236749019892248,-0.4305379141324392,-0.027452094922643628,-0.058135342807477584,0.06147363986006318,0.03356942005997725,0,0,0,0,0,0 +1243,US_MO_29179,29179,Reynolds County,MO,Missouri,37.36,-90.97,google,6260.0,2109.0,2.968231389284021,8.74209519574531,1.3783205015540994,0.09936102236421725,0.12172523961661341,0.09648562300319488,0.10271565495207667,0.1159744408945687,0.1560702875399361,0.1440894568690096,0.10255591054313098,0.0610223642172524,0.19674121405750797,0.5676357827476038,0.2356230031948882,1.0,0.4838658146964856,0.5161341853035144,,142.0,1,,1,-1.501123418482657,-1.4205651228261784,-0.8545889630222283,-0.7875093589536871,1.1797842244692172,-0.8553824719477999,0,0,0,0,0,0 +1244,US_MO_29181,29181,Ripley County,MO,Missouri,36.66,-90.87,google,13565.0,1636.0,8.29156479217604,9.515321941506025,2.229106976981327,0.12878732030962034,0.11647622558053815,0.10998894213048287,0.10998894213048287,0.11994102469590859,0.14154072981938814,0.13203096203464798,0.08897899004791743,0.05226686325101364,0.22196830077405086,0.570770364909694,0.20726133431625507,0.9999999999999999,0.5070401769259123,0.4929598230740877,,142.0,1,,1,-0.9178787542194089,-0.8268333918519721,-0.02519751510865962,-0.6843055634883224,0.5093956652741781,0.2786036684837988,0,0,0,0,0,0 +1245,US_MO_29183,29183,St. Charles County,MO,Missouri,38.76,-90.616667,google,395130.0,1534.0,257.58148631029985,12.886972634470643,5.555210871780728,0.1261888492394908,0.13427732644952295,0.12248373952876268,0.13883785083390277,0.1276820286994154,0.14264672386303243,0.11083440892870701,0.062483233366233897,0.034565839090932096,0.23361071039910916,0.6139230126793713,0.1524662769215195,1.0,0.508516184546858,0.491483815453142,,142.0,1,,1,1.625356185871056,1.494328826750096,0.35757022516306547,0.7364633951536984,-0.7858024323786923,0.3508288356212346,0,0,0,0,0,0 +1246,US_MO_29186,29186,Ste. Genevieve County,MO,Missouri,37.893333,-90.203333,google,17792.0,1318.0,13.499241274658573,9.786560400506836,2.674096322171866,0.11196043165467626,0.12455035971223022,0.10926258992805755,0.1086443345323741,0.11673785971223022,0.15911645683453238,0.14298561151079137,0.07851843525179857,0.04822392086330935,0.21160071942446043,0.590164118705036,0.1982351618705036,1.0,0.4936488309352518,0.5063511690647482,,142.0,1,,1,-0.7132836793302568,-0.5162921434707195,-0.36605269999450635,-0.04578058743043084,0.2960428203888065,-0.3766722180668417,0,0,0,0,0,0 +1247,US_MO_29187,29187,St. Francois County,MO,Missouri,37.781944,-90.422222,google,66674.0,1172.0,56.889078498293514,11.107585349050215,4.058528739814166,0.11383747787743348,0.11901190869004409,0.13915469298377178,0.14074451810300867,0.13183549809520953,0.13482016978132405,0.11133275339712631,0.06962234154243033,0.03964063952965174,0.20904700482946875,0.626023637399886,0.16492935777064524,1.0,0.4649188589255182,0.5350811410744818,,142.0,1,,1,0.28316497796307594,0.44985092471898713,-0.4500112271640049,1.1348674994590704,-0.49121092405348293,-1.7825098308343033,0,0,0,0,0,0 +1248,US_MO_29189,29189,St. Louis County,MO,Missouri,38.64,-90.44,google,996227.0,1356.0,734.6806784660766,13.811731426032193,6.60079616380427,0.11896385060834529,0.12607568355404944,0.1263266303764102,0.1256018959534323,0.11743207120465517,0.140744027214681,0.12432407473397128,0.07198459788783079,0.048547168466624574,0.21982439745158483,0.5974817988269742,0.182693803721441,1.0,0.5257546723788855,0.4742453276211145,,142.0,1,,1,2.322901419356442,2.224003290607283,-0.09568266865755443,0.19514860935983097,-0.07131034003587305,1.1943560960476616,0,0,0,0,0,0 +1249,US_MO_29195,29195,Saline County,MO,Missouri,39.14,-93.2,google,22910.0,1980.0,11.570707070707071,10.039372423556493,2.5313692716730567,0.12378873854212134,0.13998254037538194,0.1359231776516805,0.11645569620253164,0.11047577477084243,0.1300742034046268,0.11763422086425142,0.07704059362723702,0.04862505456132693,0.2357747708424269,0.5797424705368834,0.18448275862068966,1.0,0.5003928415539066,0.49960715844609344,,142.0,1,,1,-0.5225876586432792,-0.6158959585254282,0.42871808478804496,-0.3889056326009888,-0.0290245739018594,-0.046668980145273965,0,0,0,0,0,0 +1250,US_MO_29201,29201,Scott County,MO,Missouri,37.05,-89.57,google,38576.0,1090.0,35.39082568807339,10.560411522938548,3.594316701338444,0.13293239319784322,0.12712567399419328,0.12448154292824554,0.11849336374948154,0.11846744089589382,0.13570613853172958,0.1215004147656574,0.07805371215263376,0.043239319784321856,0.23463293239319785,0.5833238282870178,0.18204323931978433,1.0,0.512909581086686,0.487090418913314,,142.0,1,,1,-0.1295680479621512,0.12589488509711544,0.3911778386498161,-0.27099208188815477,-0.08668781777727522,0.5658099745308086,0,0,0,0,0,0 +1251,US_MO_29205,29205,Shelby County,MO,Missouri,39.79,-92.07,google,5995.0,1301.0,4.607993850883935,8.698847859222488,1.724193053241662,0.1311092577147623,0.13194328607172645,0.09824854045037532,0.11959966638865721,0.09908256880733946,0.14178482068390325,0.13461217681401166,0.08607172643869891,0.057547956630525435,0.2366638865721435,0.5524103419516263,0.21092577147623018,0.9999999999999999,0.5027522935779817,0.4972477064220184,,142.0,1,,1,-1.5337448693168725,-1.1791937391228802,0.4579495608882479,-1.2887957175573208,0.596012456354029,0.06878558416273331,0,0,0,0,0,0 +1252,US_MO_29207,29207,Stoddard County,MO,Missouri,36.86,-89.95,google,29364.0,2147.0,13.67675826734979,10.28755876795662,2.6862651723258035,0.11694592017436317,0.12440403214820869,0.11531126549516414,0.11953412341642827,0.12256504563410979,0.13714071652363438,0.1250170276529083,0.08530854107069881,0.053773327884484405,0.2164691458929301,0.5819404713254325,0.20159038278163738,1.0,0.5061980656586296,0.4938019343413704,,142.0,1,,1,-0.33538078574603647,-0.5077999627949101,-0.20599334303764658,-0.31653808500323666,0.3753506256530657,0.23739681686277234,0,0,0,0,0,0 +1253,US_MO_29209,29209,Stone County,MO,Missouri,36.74,-93.47,google,31642.0,1323.0,23.916855631141345,10.36227223407451,3.2155445074324445,0.08422350041084635,0.09961443650843815,0.08077871183869541,0.0829593578155616,0.10413374628658113,0.1476834586941407,0.1977119019025346,0.14234245622906264,0.060552430314139434,0.16391504961759687,0.5343341128879338,0.3017508374944694,1.0,0.5108716263194488,0.4891283736805512,,142.0,1,,1,-0.27902444434840246,-0.13843591567140556,-1.9338154452625753,-1.8839421678996688,2.742856684996479,0.4660871671458871,0,0,0,0,0,0 +1254,US_MO_29213,29213,Taney County,MO,Missouri,36.65,-93.04,google,55100.0,1687.0,32.661529342027265,10.916923143796645,3.5163556227283608,0.11509981851179674,0.12466424682395644,0.12836660617059892,0.11165154264972776,0.1118874773139746,0.13130671506352087,0.13361161524500909,0.09682395644283122,0.04658802177858439,0.21483121597096191,0.574950998185118,0.21021778584392015,1.0,0.5169328493647913,0.4830671506352087,,142.0,1,,1,0.1393485431326876,0.07148879439317354,-0.25984359871030444,-0.5466613100721506,0.5792777053065447,0.7626797058935242,0,0,0,0,0,0 +1255,US_MO_29219,29219,Warren County,MO,Missouri,38.77,-91.16,google,34448.0,438.0,78.64840182648402,10.447235248444299,4.377621971201634,0.13028332559219694,0.13158964235949838,0.11388179284718997,0.11759753831862517,0.11289479795633998,0.15402926149558754,0.12209707385044125,0.07916279609846726,0.03846377148165351,0.2355550394797956,0.585769856014863,0.17867510450534138,1.0,0.49991291221551326,0.5000870877844867,,142.0,1,,1,-0.21493687228420963,0.6725340327440623,0.42149397226754226,-0.19045843106216495,-0.16630087070062216,-0.07015326043470134,0,0,0,0,0,0 +1256,US_MO_29225,29225,Webster County,MO,Missouri,37.28,-92.87,google,38745.0,594.0,65.22727272727273,10.56478280364689,4.193092352836889,0.14912891986062718,0.1460833655955607,0.1140534262485482,0.12285456187895212,0.12319008904374758,0.13377209962575817,0.10698154600593625,0.06839592205445864,0.03554006968641115,0.26599561233707575,0.5765776229190863,0.1574267647438379,1.0,0.4889663182346109,0.5110336817653891,,142.0,1,,1,-0.12627079245060077,0.543757785245895,1.422289311067484,-0.4931058957736677,-0.6685507185130859,-0.6058006166114727,0,0,0,0,0,0 +1257,US_MO_29229,29229,Wright County,MO,Missouri,37.27,-92.46,google,18210.0,683.0,26.661786237188874,9.80978108609582,3.320051902502528,0.1354200988467875,0.1414058209774849,0.10280065897858319,0.11048874244920373,0.1072487644151565,0.13948380010982978,0.12707303679297088,0.08736957715540912,0.04870950027457441,0.2485447556287754,0.5518396485447556,0.19961559582646898,1.0,0.5066447007138934,0.49335529928610655,,142.0,1,,1,-0.6957683243007503,-0.06550415386429934,0.8485571367875957,-1.3075853751864697,0.32867232236782185,0.2592519150737175,0,0,0,0,0,0 +1258,US_MO_29510,29510,St. Louis,MO,Missouri,38.626389,-90.199444,google,308233.0,171.0,1802.53216374269,12.638614513758913,7.497502334253152,0.11769992181239516,0.09990494204059916,0.17746964147252242,0.16536516206895432,0.11503635236979817,0.1288959975083784,0.1122235451752408,0.05097442519133253,0.03243001236077902,0.19762387544487447,0.6628599144153935,0.13951621013973195,0.9999999999999999,0.5166870516784381,0.4833129483215619,142.0,142.0,0,,1,1.438019742161967,2.8497806414855016,-0.8255696864679822,2.347674630435334,-1.0919048923034873,0.7506521399603051,0,0,0,0,0,0 +1259,US_MT_30001,30001,Beaverhead County,MT,Montana,45.12,-112.9,google,9450.0,14432.0,0.6547949002217295,9.153875834995056,0.5036770737909251,0.09333333333333334,0.12783068783068782,0.15947089947089946,0.10455026455026455,0.09322751322751323,0.1295238095238095,0.14507936507936509,0.09587301587301587,0.051111111111111114,0.1955978835978836,0.5848783068783069,0.2195238095238095,1.0,0.4894179894179894,0.5105820105820106,,201.5,1,,1,-1.1905174261187474,-2.030945719309299,-0.8921782620168562,-0.21981202588869309,0.7992454312289063,-0.5836990866141031,0,0,0,0,0,0 +1260,US_MT_30007,30007,Broadwater County,MT,Montana,46.33,-111.5,google,5917.0,3209.0,1.8438765970707385,8.685753832960154,1.045168120377491,0.10038871049518337,0.11847219874936624,0.08686834544532702,0.10123373331079939,0.11779618049687342,0.15970931215142808,0.16494845360824742,0.10275477437890823,0.04782829136386683,0.1951664694946764,0.5717762379584248,0.23305729254689878,1.0,0.48217001859050196,0.5178299814094981,,201.5,1,,1,-1.5436216887532144,-1.6530595802102575,-0.9063618723453024,-0.6511879385490821,1.119138178851189,-0.9383625022996813,0,0,0,0,0,0 +1261,US_MT_30009,30009,Carbon County,MT,Montana,45.23,-109.02,google,10680.0,5341.0,1.99962553828871,9.276221741089696,1.098487460306944,0.08632958801498128,0.11132958801498127,0.08033707865168539,0.10290262172284644,0.11582397003745318,0.16226591760299625,0.18127340823970037,0.10777153558052434,0.05196629213483146,0.1753932584269663,0.5742322097378277,0.25037453183520597,1.0,0.49213483146067416,0.5078651685393258,,201.5,1,,1,-1.098231951883181,-1.6158500277490253,-1.5564461385794375,-0.5703268871924972,1.528468079196725,-0.4507564325015206,0,0,0,0,0,0 +1262,US_MT_30013,30013,Cascade County,MT,Montana,47.31,-111.35,google,81633.0,7023.0,11.623665100384452,11.310001120837414,2.5355732349481106,0.13062119485992185,0.11586000759496771,0.15050286036284347,0.12581921526833512,0.10114782012176449,0.12931045043058567,0.12236472994989771,0.07625592591231488,0.04811779549936913,0.22330920093589604,0.5911347126774711,0.18555608638663285,1.0,0.49355040241078973,0.5064495975892103,,201.5,1,,1,0.43584712392462566,-0.6129621714186264,0.018887287042158064,-0.013824499942104116,-0.0036541819960161422,-0.38148860012983493,0,0,0,0,0,0 +1263,US_MT_30023,30023,Deer Lodge County,MT,Montana,46.12062,-112.98746,google,9100.0,1920.0,4.739583333333333,9.116139576577355,1.7473866176850783,0.07692307692307693,0.09758241758241758,0.11692307692307692,0.10296703296703297,0.1279120879120879,0.15725274725274727,0.17362637362637362,0.09571428571428571,0.0510989010989011,0.154989010989011,0.6113846153846154,0.23362637362637362,1.0,0.46703296703296704,0.532967032967033,,201.5,1,,1,-1.2189818726631172,-1.1630078269555102,-2.2272770005138436,0.6528885447681725,1.1325896244119864,-1.6790606282419278,0,0,0,0,0,0 +1264,US_MT_30029,30029,Flathead County,MT,Montana,48.29,-114.02,google,100091.0,13614.0,7.352064051711474,11.513845042029612,2.122508700137633,0.12132959007303354,0.11935139023488625,0.10865112747399866,0.12548580791479755,0.11763295401184921,0.13825418868829364,0.15175190576575318,0.0789681389935159,0.038574896843872074,0.21681070226094257,0.5897703090187929,0.19341898872026456,1.0,0.5020831043750187,0.49791689562498126,,201.5,1,,1,0.5896065224835568,-0.9012243010369029,-0.19476398731405445,-0.05874647960031917,0.1822022917217856,0.03604029115428462,0,0,0,0,0,0 +1265,US_MT_30031,30031,Gallatin County,MT,Montana,45.56,-111.17,google,108576.0,6816.0,15.929577464788732,11.595214877680064,2.8290622380538375,0.1146570144414972,0.12213564692012968,0.21176871500147362,0.14991342469790744,0.11505305039787798,0.10924145299145299,0.10324565281461834,0.049532124963159445,0.024452917771883288,0.21236553197760097,0.6620265988800471,0.1256078691423519,1.0,0.48192049808429116,0.5180795019157088,,201.5,1,,1,0.6509837610947397,-0.4081472867575193,-0.3409079419826454,2.3202383337868993,-1.4206582079820065,-0.9505722361855714,0,0,0,0,0,0 +1266,US_MT_30035,30035,Glacier County,MT,Montana,48.7,-113.02,google,13732.0,7866.0,1.7457411645054666,9.527556974530281,1.0100510438009502,0.18256626856976405,0.15605884066414216,0.13566851150597145,0.12540052432274978,0.09976696766676377,0.12780367025924846,0.09547043402272065,0.050975822895426744,0.026288960093212934,0.30741334110107776,0.5675866588989222,0.125,1.0,0.5131808913486746,0.4868191086513254,,201.5,1,,1,-0.9086498730825294,-1.6775664609197485,2.783980829983173,-0.7891267252786546,-1.4350264921709321,0.579085941903979,0,0,0,0,0,0 +1267,US_MT_30041,30041,Hill County,MT,Montana,48.63,-110.11,google,16469.0,7553.0,2.1804580961207467,9.709295823171686,1.1570252418009876,0.16576598457708422,0.14111360738356912,0.14087072682008622,0.12374764709454127,0.10030967271844071,0.11828283441617585,0.11306090230129334,0.05780557410893193,0.03904305057987734,0.2786568704839395,0.5679640536766045,0.15337907583945595,1.0,0.49438338696945777,0.5056166130305423,,201.5,1,,1,-0.7715643230280461,-1.5749987221186725,1.8385537551084432,-0.7767012818123242,-0.7642264823156404,-0.3407283438012424,0,0,0,0,0,0 +1268,US_MT_30043,30043,Jefferson County,MT,Montana,46.18,-112.11,google,11921.0,4296.0,2.774906890130354,9.386140711779872,1.3283757175306738,0.09806224310041103,0.12758996728462377,0.07969130106534687,0.10183709420350642,0.12431842966194111,0.16408019461454576,0.18479993289153596,0.08975757067360121,0.029863266504487878,0.20013421692811006,0.5878449794480328,0.21202080362385706,1.0,0.4938344098649442,0.5061655901350558,,201.5,1,,1,-1.01532011068286,-1.4554197002411176,-0.7430371379841759,-0.12213652935790661,0.6218958776315717,-0.36759132375165365,0,0,0,0,0,0 +1269,US_MT_30047,30047,Lake County,MT,Montana,47.65,-114.09,google,30221.0,4283.0,7.056035489143124,10.316325414973706,2.086421560712308,0.1292809635683796,0.13351642897323054,0.10634988914992886,0.10446378346183118,0.10194897587770094,0.13225902518116542,0.1498626782700771,0.09569504649085073,0.046623209026835644,0.23609410674696404,0.5466562986003111,0.21724959465272492,1.0,0.5068660864961451,0.49313391350385494,,201.5,1,,1,-0.31368211394834367,-0.926408151951019,0.4392168978777534,-1.4782433320782948,0.7454895102621072,0.2700849384931564,0,0,0,0,0,0 +1270,US_MT_30049,30049,Lewis and Clark County,MT,Montana,47.11,-112.38,google,67850.0,9059.0,7.48978915995143,11.125069403547922,2.1388641660869063,0.11898305084745762,0.1199852616064849,0.11638909358879881,0.13065585851142225,0.11263080324244658,0.14331613854089903,0.14511422254974207,0.07370670596904938,0.039218865143699336,0.21497126013264553,0.5995460574797347,0.18548268238761975,1.0,0.5065880619012527,0.4934119380987472,,201.5,1,,1,0.29635319416406,-0.889810439404846,-0.2552393639314051,0.2631127962181672,-0.005389242134688555,0.2564804200953774,0,0,0,0,0,0 +1271,US_MT_30051,30051,Liberty County,MT,Montana,48.55,-111.03,google,2407.0,3748.0,0.6422091782283885,7.786551806428712,0.49604239526024113,0.11591192355629414,0.11632737847943499,0.11632737847943499,0.1250519318653926,0.09887827170751974,0.14374740340673037,0.13253012048192772,0.08018280016618197,0.07104279185708351,0.20897382633984213,0.5735355213959286,0.21749065226422934,1.0,0.5151641046946406,0.48483589530535937,,201.5,1,,1,-2.221889463302574,-2.0362736729502853,-0.4524171178698767,-0.5932648347154686,0.751187421254263,0.676130098959084,0,0,0,0,0,0 +1272,US_MT_30053,30053,Lincoln County,MT,Montana,48.54,-115.41,google,19556.0,9518.0,2.0546333263290606,9.88108855759265,1.1166595613052144,0.09500920433626509,0.10533851503374923,0.07240744528533442,0.09188995704643076,0.09971364287175291,0.15555328287993456,0.19906933933319698,0.1270198404581714,0.053998772755164653,0.17928001636326446,0.540166700756801,0.28055328287993453,0.9999999999999999,0.49565350787482104,0.504346492125179,,201.5,1,,1,-0.6419811234561739,-1.6031684051647883,-1.4286611181092792,-1.6919085333271568,2.2418072524928063,-0.27857778754880336,0,0,0,0,0,0 +1273,US_MT_30057,30057,Madison County,MT,Montana,45.3,-111.92,google,8291.0,9331.0,0.8885435644625442,9.02304647355567,0.6358059311926532,0.0812929682788566,0.08901218188397057,0.09009769629718972,0.10818960318417561,0.10047038957906164,0.14545893137136653,0.21143408515257509,0.12181883970570498,0.05222530454709926,0.15250271378603306,0.5677360993848752,0.2797611868290918,1.0,0.47352550958871065,0.5264744904112894,,201.5,1,,1,-1.2892019677578481,-1.9387379827237137,-2.309019044701969,-0.7842065079900276,2.2230843722370333,-1.3613624235842485,0,0,0,0,0,0 +1274,US_MT_30059,30059,Meagher County,MT,Montana,46.813,-111.21,google,1852.0,6203.0,0.2985652103820732,7.52456122628536,0.2612599706379572,0.11177105831533478,0.09449244060475162,0.08207343412526998,0.09071274298056156,0.0988120950323974,0.1376889848812095,0.20032397408207345,0.11879049676025918,0.06533477321814254,0.18736501079913606,0.5283477321814255,0.28428725701943847,1.0,0.4929805615550756,0.5070194384449244,,201.5,1,,1,-2.4195088663995414,-2.2001194549407788,-1.162850590049239,-2.081039317715744,2.3300676984547657,-0.4093725015824066,0,0,0,0,0,0 +1275,US_MT_30063,30063,Missoula County,MT,Montana,47.04,-113.93,google,117834.0,6781.0,17.377083026102344,11.677040619822195,2.911104400638672,0.10547040752244684,0.11773342159308858,0.19375562231613966,0.1417078262640664,0.11130064327783153,0.11710541948843288,0.11850569445151654,0.06363188892849263,0.03078907615798496,0.1996571447969177,0.6466690428908465,0.15367381231223587,1.0,0.49889675305938863,0.5011032469406114,,201.5,1,,1,0.7127048898133618,-0.35089316176699165,-0.7587218482360882,1.814602180322514,-0.7572597569027358,-0.11987676040031423,0,0,0,0,0,0 +1276,US_MT_30065,30065,Musselshell County,MT,Montana,46.49,-108.4,google,4632.0,4846.0,0.9558398679323153,8.440959885416648,0.6708197011510626,0.09822970639032816,0.10988773747841106,0.08052677029360968,0.09434369602763386,0.10664939550949913,0.15177029360967184,0.19818652849740934,0.10751295336787564,0.05289291882556131,0.186139896373057,0.5543609671848014,0.2594991364421416,1.0,0.501727115716753,0.49827288428324695,,201.5,1,,1,-1.728269677886367,-1.91430319579918,-1.203128702188093,-1.2245728268547371,1.7441475782362332,0.01862077381751243,0,0,0,0,0,0 +1277,US_MT_30067,30067,Park County,MT,Montana,45.5,-110.52,google,16386.0,7287.0,2.248662000823384,9.704243616546224,1.1782432195188624,0.09593555474185281,0.10277065787867692,0.09398266813133163,0.11998047113389479,0.1268155742707189,0.1544611253509093,0.16532405712193335,0.095020139143171,0.04570975222751129,0.17815208104479432,0.5984559990235566,0.22339191993164897,0.9999999999999999,0.4954839497131698,0.5045160502868302,,201.5,1,,1,-0.7753752007210538,-1.5601914972719448,-1.465744270732104,0.22722342910657892,0.8906764740993218,-0.2868747410272227,0,0,0,0,0,0 +1278,US_MT_30081,30081,Ravalli County,MT,Montana,46.08,-114.12,google,42524.0,6217.0,6.8399549622004185,10.657847417264062,2.0592330897285227,0.09806227071771235,0.1168046279747907,0.08679804345781206,0.10318878750823064,0.10998494967547738,0.14704637381243532,0.17387828050042328,0.11353588561753362,0.05070078073558461,0.1915059730975449,0.5573182202991253,0.2511758066033299,1.0,0.5057849684883831,0.49421503151161694,,201.5,1,,1,-0.05607218690374414,-0.945381958430064,-1.0267080875469334,-1.1272074589147631,1.5474079180200537,0.21718282084970295,0,0,0,0,0,0 +1279,US_MT_30085,30085,Roosevelt County,MT,Montana,48.3,-105.03,google,11160.0,6137.0,1.8184780837542773,9.320180837655714,1.0361970526548263,0.2007168458781362,0.16137992831541217,0.1314516129032258,0.12580645161290321,0.09740143369175627,0.11424731182795698,0.10098566308243728,0.041666666666666664,0.026344086021505377,0.329820788530466,0.5516756272401434,0.11850358422939068,1.0,0.4989247311827957,0.5010752688172043,,201.5,1,,1,-1.0650736206969789,-1.6593201493677419,3.5206709391633377,-1.3129856551274097,-1.5885831403014565,-0.1185077128353897,0,0,0,0,0,0 +1280,US_MT_30093,30093,Silver Bow County,MT,Montana,45.9,-112.66,google,34811.0,1862.0,18.695488721804512,10.457717433909405,2.9803896106265206,0.11496366091178076,0.11275171641147913,0.15753641090459913,0.11438912987274137,0.10637442187814197,0.1377725431616443,0.13260176381028985,0.07747551061446095,0.046134842434862544,0.20516503404096406,0.6049237310045675,0.1899112349544684,1.0,0.49435523254143804,0.5056447674585619,,201.5,1,,1,-0.20703016344898156,-0.30254163192357275,-0.5776388604778727,0.4401687130317439,0.09928904697846758,-0.34210601844229965,0,0,0,0,0,0 +1281,US_MT_30101,30101,Toole County,MT,Montana,48.65,-111.69,google,4860.0,5040.0,0.9642857142857143,8.488999457045455,0.675128675057267,0.11460905349794238,0.10020576131687242,0.1242798353909465,0.13786008230452676,0.12016460905349795,0.15288065843621398,0.13415637860082305,0.06358024691358025,0.05226337448559671,0.19477366255144032,0.6223045267489712,0.1829218106995885,1.0,0.4353909465020576,0.5646090534979424,,201.5,1,,1,-1.6920334457854862,-1.9112961257411276,-0.919276194282739,1.012418536540794,-0.0659209086092245,-3.2273928922358457,0,0,0,0,0,0 +1282,US_MT_30111,30111,Yellowstone County,MT,Montana,45.94,-108.27,google,159266.0,6861.0,23.213234222416556,11.978337318129457,3.186899352379349,0.13075609357929502,0.1264362764180679,0.13073097836324138,0.1354212449612598,0.11640902640864968,0.13075609357929502,0.11970539851569073,0.06762899802845554,0.04215589014604498,0.2319051147137493,0.5984572978539048,0.1696375874323459,1.0,0.5080117539211131,0.4919882460788869,,201.5,1,,1,0.9399728841129612,-0.1584262869160335,0.30149532079814306,0.22726619213356766,-0.3799218700569199,0.32614563904646066,0,0,0,0,0,0 +1283,US_NE_31001,31001,Adams County,NE,Nebraska,40.52,-98.5,google,31808.0,1461.0,21.77138945927447,10.367504547593908,3.125504899701593,0.12949572434607645,0.14383174044265593,0.1374496981891348,0.11273893360160966,0.10572811871227364,0.1293699698189135,0.12229627766599598,0.07001383299798793,0.04907570422535211,0.2445611167002012,0.5752012072434608,0.18023767605633803,1.0,0.5005344567404426,0.49946554325955733,,376.0,1,,1,-0.2750777120882047,-0.20127115541523433,0.7175869579453281,-0.5384233621909004,-0.12936615803634094,-0.03973935432788965,0,0,0,0,0,0 +1284,US_NE_31003,31003,Antelope County,NE,Nebraska,42.18,-98.07,google,6341.0,2223.0,2.852451641925326,8.754949455098293,1.3487097357453768,0.13546759186248225,0.1231666929506387,0.09272985333543605,0.10487304841507648,0.09131051884560795,0.1414603374862009,0.14508752562687274,0.09761867213373285,0.06828575934395206,0.23400094622299325,0.5275508594858854,0.23844819429112127,1.0,0.49771329443305473,0.5022867055669453,,376.0,1,,1,-1.4914274551422952,-1.4412293573278572,0.3704000163567797,-2.107275760861842,1.246563644134511,-0.17778668977618126,0,0,0,0,0,0 +1285,US_NE_31019,31019,Buffalo County,NE,Nebraska,40.86,-99.07,google,49350.0,2526.0,19.536817102137768,10.806713308080846,3.0222192315451957,0.1347112462006079,0.13872340425531915,0.18310030395136778,0.13146909827760891,0.10403242147922999,0.11110435663627154,0.10265450861195542,0.05608915906788247,0.03811550151975684,0.2456899696048632,0.6087781155015197,0.14553191489361703,1.0,0.5001215805471124,0.4998784194528875,,376.0,1,,1,0.05621730254512975,-0.27335032017691097,0.7547002780682217,0.5670714671146289,-0.9497108747455851,-0.059942537324489294,0,0,0,0,0,0 +1286,US_NE_31025,31025,Cass County,NE,Nebraska,40.91,-96.14,google,25935.0,1466.0,17.69099590723056,10.163387243975457,2.928041905613954,0.12889917100443415,0.13568536726431463,0.09839984576826682,0.11891266628108733,0.1241565452091768,0.15257374204742627,0.13236938500096396,0.06886446886446887,0.04013880855986119,0.23744746481588588,0.587364565259302,0.17518796992481203,0.9999999999999999,0.49647194910352804,0.5035280508964719,,376.0,1,,1,-0.4290433229157754,-0.33907311709325777,0.4837112788953019,-0.13795381061218745,-0.24872673700503597,-0.23852917689348838,0,0,0,0,0,0 +1287,US_NE_31031,31031,Cherry County,NE,Nebraska,42.54,-101.12,google,5790.0,15565.0,0.37198843559267586,8.66406026722579,0.31626110039985833,0.1319516407599309,0.11778929188255613,0.10207253886010363,0.11675302245250432,0.10949913644214163,0.13281519861830743,0.13402417962003454,0.08998272884283247,0.06511226252158894,0.2261830742659758,0.5517098445595855,0.2221070811744387,1.0,0.4913644214162349,0.5086355785837651,,376.0,1,,1,-1.559985137809758,-2.1617362449083526,0.11337167951828188,-1.3118590752343118,0.8603065686142094,-0.48845474342781237,0,0,0,0,0,0 +1288,US_NE_31037,31037,Colfax County,NE,Nebraska,41.58,-97.09,google,10700.0,1084.0,9.870848708487085,9.278092474027002,2.3860847761428747,0.17130841121495327,0.1519626168224299,0.1194392523364486,0.135607476635514,0.11654205607476635,0.11906542056074766,0.09495327102803738,0.050560747663551404,0.0405607476635514,0.2928785046728972,0.5685233644859813,0.1385981308411215,1.0,0.468785046728972,0.5312149532710281,,376.0,1,,1,-1.09682085868196,-0.7172845178246734,2.306118714321188,-0.7582863877729868,-1.1136056554305096,-1.5933264849446278,0,0,0,0,0,0 +1289,US_NE_31039,31039,Cuming County,NE,Nebraska,41.92,-96.79,google,8947.0,1488.0,6.012768817204301,9.09918532261002,1.9477326041182639,0.12585224097462835,0.13948809656868225,0.10618084274058344,0.10238068626355203,0.10036883871688834,0.13848217279535038,0.1257404716664804,0.0827092880295071,0.0787973622443277,0.23744271822957416,0.5381803956633509,0.22437688610707499,1.0,0.49837934503185427,0.5016206549681458,,376.0,1,,1,-1.2317704605090838,-1.023193933864441,0.4835552252796799,-1.7573061569962536,0.9139582512763041,-0.14519497741804016,0,0,0,0,0,0 +1290,US_NE_31047,31047,Dawson County,NE,Nebraska,40.87,-99.81,google,23657.0,2640.0,8.960984848484848,10.071456603105682,2.29867594707813,0.14976539713404066,0.14845500274760112,0.1244874667117555,0.12296571839201928,0.11489199814008538,0.11696326668639304,0.11252483408716236,0.06568880246861394,0.044257513632328695,0.2685293993321216,0.5652618675233546,0.1662087331445238,1.0,0.48277465443631906,0.5172253455636809,,376.0,1,,1,-0.49838657321533214,-0.7782838365514771,1.505592678124433,-0.8656687590225521,-0.46097015729062796,-0.9087759849933238,0,0,0,0,0,0 +1291,US_NE_31053,31053,Dodge County,NE,Nebraska,41.58,-96.65,google,36789.0,1409.0,26.110007097232078,10.51298134809882,3.2999029253044196,0.13368126342113132,0.1347685449455,0.1205523390143793,0.11652939737421512,0.10951643154203702,0.13275707412541793,0.11552366196417407,0.0779580852972356,0.058713202315909645,0.2414960993775313,0.5640707820272364,0.19443311859523227,0.9999999999999999,0.5050150860311506,0.49498491396884936,,376.0,1,,1,-0.16534461227787206,-0.07956536364456226,0.6168183205004681,-0.9048843665793762,0.20617341516397616,0.17951032623604715,0,0,0,0,0,0 +1292,US_NE_31055,31055,Douglas County,NE,Nebraska,41.29535,-96.15448,google,560733.0,880.0,637.1965909090909,13.23700191876093,6.45864637210172,0.14755329185191526,0.13575980011877312,0.1432428624675202,0.15077764283536013,0.11977714883910881,0.12191542142160351,0.1000743669446956,0.05093154852666064,0.029967916994362735,0.25616113194693374,0.6129022190596951,0.13093664899337118,1.0,0.5068205366903678,0.4931794633096322,376.0,376.0,0,,1,1.889383152756874,2.124802322652549,1.0989608973704441,0.7028545214698242,-1.2947011261939285,0.2678560595302983,0,0,0,0,0,0 +1293,US_NE_31067,31067,Gage County,NE,Nebraska,40.27,-96.69,google,21621.0,2227.0,9.70857656039515,9.981466593852717,2.3710449681005397,0.12238101845428057,0.12339854770824661,0.10147541741825078,0.11359326580639194,0.11313075250913464,0.1488367790573979,0.12996623652930023,0.08098607834975255,0.06623190416724481,0.22109985662087783,0.5666990425974747,0.21220110078164747,1.0,0.49956061236760557,0.5004393876323945,,376.0,1,,1,-0.5662660057641314,-0.7277802315206525,-0.0537493713624346,-0.8183508344228314,0.6261575856557119,-0.0873922739984141,0,0,0,0,0,0 +1294,US_NE_31073,31073,Gosper County,NE,Nebraska,40.5,-99.82,google,2028.0,1198.0,1.692821368948247,7.615298339825815,0.9905894800097594,0.11439842209072978,0.13313609467455623,0.08185404339250493,0.10601577909270217,0.10108481262327416,0.14990138067061143,0.14940828402366865,0.09467455621301775,0.0695266272189349,0.22090729783037474,0.5401873767258383,0.23890532544378698,1.0,0.490138067061144,0.5098619329388561,,376.0,1,,1,-2.3510658933476285,-1.6911479508598726,-0.06008013067120225,-1.6912277923641723,1.2573689143077909,-0.5484636803799211,0,0,0,0,0,0 +1295,US_NE_31079,31079,Hall County,NE,Nebraska,40.87,-98.5,google,61201.0,1430.0,42.797902097902096,11.021935147705008,3.7795859189271166,0.15288965866570808,0.14352706655120015,0.12398490220748026,0.13159915687652163,0.11754709890361269,0.12517769317494812,0.10486756752340648,0.05991732161239195,0.04048953448473064,0.2677113119066682,0.579448048234506,0.15284063985882584,1.0,0.49504093070374666,0.5049590692962533,,376.0,1,,1,0.21855906100333872,0.2551872709450713,1.4786964010417625,-0.3985992687871717,-0.7769535655778431,-0.3085528960357621,0,0,0,0,0,0 +1296,US_NE_31081,31081,Hamilton County,NE,Nebraska,40.88,-98.02,google,9194.0,1416.0,6.492937853107344,9.126415137038421,2.0139609573543638,0.12769197302588645,0.13802479878181423,0.10811398738307591,0.10920165325212094,0.1145312160104416,0.14009136393299979,0.12801827278659997,0.07994344137480966,0.05438329345225147,0.2381118120513378,0.5635523167283011,0.19833587122036112,1.0,0.5003262997607135,0.4996737002392865,,376.0,1,,1,-1.211231020996269,-0.9769756688330239,0.5055530365948747,-0.9219544524473846,0.2984233007560711,-0.04992505556574975,0,0,0,0,0,0 +1297,US_NE_31099,31099,Kearney County,NE,Nebraska,40.51,-98.95,google,6492.0,1337.0,4.855646970830217,8.778479952508487,1.7674064898059711,0.12954405422057919,0.13585951940850277,0.10258780036968576,0.1138324091189156,0.11367837338262476,0.14032655576093653,0.12492298213185458,0.08102279728897104,0.05822550831792976,0.23823166974738139,0.5600585335797905,0.2017097966728281,1.0,0.5018484288354899,0.49815157116451014,,376.0,1,,1,-1.4736784091642572,-1.149036714729906,0.5094936005284812,-1.0369846742804565,0.3781732277645912,0.024556962867213906,0,0,0,0,0,0 +1298,US_NE_31105,31105,Kimball County,NE,Nebraska,41.2,-103.71,google,3568.0,2466.0,1.4468775344687754,8.18004072349016,0.8948127359947168,0.1219170403587444,0.11827354260089686,0.09725336322869955,0.10061659192825112,0.10117713004484305,0.14237668161434977,0.1415358744394619,0.10818385650224215,0.06866591928251121,0.2165358744394619,0.5358464125560538,0.2476177130044843,1.0,0.499719730941704,0.5002802690582959,,376.0,1,,1,-1.9250809105965667,-1.7579869212167643,-0.20379950724332588,-1.834150821697747,1.463304783912589,-0.0796061586384082,0,0,0,0,0,0 +1299,US_NE_31107,31107,Knox County,NE,Nebraska,42.63,-97.88,google,8439.0,2952.0,2.858739837398374,9.040737587590003,1.350340663179549,0.1298732077260339,0.13496859817513923,0.08768811470553384,0.09373148477307738,0.0945609669392108,0.13781253703045385,0.146699845953312,0.09100604337006754,0.08365920132717146,0.2378480862661453,0.5141367460599597,0.248015167673895,1.0,0.5066951060552198,0.49330489394478017,,376.0,1,,1,-1.2758575666207066,-1.4400911947023896,0.49688251854058324,-2.5489255077089035,1.4726994730725178,0.26171838892538046,0,0,0,0,0,0 +1300,US_NE_31109,31109,Lancaster County,NE,Nebraska,40.78,-96.69,google,313772.0,2193.0,143.07888736890104,12.656425073514228,4.970360978523204,0.12942200068839793,0.13763178358808306,0.18578776946317707,0.13401450734928547,0.1119921471641829,0.11089580969621253,0.1041074410718611,0.05350381805897276,0.03264472291982714,0.2395274275588644,0.6222703109264052,0.13820226151473045,1.0,0.49768303099065564,0.5023169690093444,,376.0,1,,1,1.4514542411647262,1.0861841870395283,0.5520942566996302,1.0112920059312316,-1.1229628716255247,-0.17926756436951713,0,0,0,0,0,0 +1301,US_NE_31111,31111,Lincoln County,NE,Nebraska,41.05,-100.75,google,35265.0,6669.0,5.287899235267656,10.470674605967869,1.8386270300728778,0.12695306961576633,0.1337586842478378,0.10775556500779811,0.12394725648660145,0.1178789167730044,0.13044094711470297,0.13197221040691903,0.07486176095278604,0.052431589394583866,0.2339600170140366,0.5727605274351341,0.19327945555082943,1.0,0.5060541613497802,0.49394583865021974,,376.0,1,,1,-0.1972565730908198,-1.0993345910186019,0.3690543859136,-0.6187809367286938,0.17890412754048082,0.23035517790986285,0,0,0,0,0,0 +1302,US_NE_31119,31119,Madison County,NE,Nebraska,41.92,-97.6,google,35132.0,1489.0,23.59435862995299,10.466896138710247,3.2025170926539004,0.14556529659569623,0.13409427302743937,0.1313047933507913,0.12780371171581464,0.10204372082431971,0.1344358419674371,0.11451098713423659,0.06094159171126039,0.049299783673004666,0.2528407150176477,0.5796624160309689,0.16749686895138335,1.0,0.5033018330866447,0.49669816691335533,,376.0,1,,1,-0.2001066696235426,-0.14752725615457424,0.9897954818152919,-0.39154136790070565,-0.4305223190021453,0.09567608411582891,0,0,0,0,0,0 +1303,US_NE_31121,31121,Merrick County,NE,Nebraska,41.17,-98.03,google,7859.0,1281.0,6.135050741608119,8.969541885423252,1.9650193625514614,0.12367985748823006,0.1282605929507571,0.11057386435933325,0.11184629087670186,0.11184629087670186,0.14467489502481232,0.1235526148364932,0.08576154727064512,0.05980404631632523,0.22628833184883573,0.5663697671459473,0.20734190100521696,1.0,0.4965008270772363,0.5034991729227637,,376.0,1,,1,-1.3295604598986417,-1.0111301584003078,0.11683223523099633,-0.8291919847241968,0.5113000308728107,-0.23711609714506982,0,0,0,0,0,0 +1304,US_NE_31127,31127,Nemaha County,NE,Nebraska,40.39,-95.85,google,6957.0,1067.0,6.520149953139644,8.847647355711887,2.017586078340018,0.1197355181831249,0.14273393704182838,0.13109098749460973,0.1201667385367256,0.09429351732068421,0.12706626419433664,0.13482823055914905,0.07460112117291937,0.05548368549662211,0.23392266781658763,0.5685784102342963,0.197498921949116,1.0,0.5032341526520052,0.49676584734799484,,376.0,1,,1,-1.4215054610859559,-0.9744458338862205,0.3678264555822592,-0.7564740472897639,0.27864021893284124,0.09236429179551782,0,0,0,0,0,0 +1305,US_NE_31131,31131,Otoe County,NE,Nebraska,40.65,-96.14,google,15956.0,1603.0,9.953836556456643,9.677652883410428,2.3936897653497775,0.13198796690899975,0.13136124341940336,0.10466282276259714,0.1151917773878165,0.11324893457006768,0.142704938581098,0.12440461268488343,0.07577086989220357,0.06066683379293056,0.23707696164452244,0.5642830283279018,0.19864001002757584,1.0,0.5021935322135873,0.49780646778641263,,376.0,1,,1,-0.7954325814380686,-0.7119772832408289,0.4715302385236371,-0.8978963143703549,0.3056122704050885,0.041443833103569985,0,0,0,0,0,0 +1306,US_NE_31141,31141,Platte County,NE,Nebraska,41.57,-97.53,google,33231.0,1785.0,18.616806722689077,10.411268546115894,2.9763866846569917,0.1472420330414372,0.13830459510697843,0.1192561162769703,0.12238572417321177,0.10803165718756583,0.13108242303872888,0.11666817128584756,0.06701573831663206,0.05001354157262797,0.2578857091270199,0.5667509253407963,0.17536336553218382,1.0,0.4922211188348229,0.5077788811651771,,376.0,1,,1,-0.24206654328847504,-0.3053351226918134,1.15565985672719,-0.8166426335357405,-0.24458088758347057,-0.44653415076577346,0,0,0,0,0,0 +1307,US_NE_31153,31153,Sarpy County,NE,Nebraska,41.11,-96.11,google,181376.0,640.0,283.4,12.108333017003709,5.6503816979290855,0.15316249117854622,0.145713876146789,0.13186419371912492,0.1522913726182075,0.129835259350741,0.12371537579393084,0.0900063955539873,0.04763033697953423,0.025780698659139026,0.2697335920959774,0.6118521744883557,0.1184142334156669,1.0,0.4987319160197601,0.5012680839802399,,376.0,1,,1,1.038028594370354,1.5607449499247559,1.5451829483448336,0.6682825818726926,-1.5906951374315097,-0.1279426962184399,0,0,0,0,0,0 +1308,US_NE_31155,31155,Saunders County,NE,Nebraska,41.23,-96.63,google,21032.0,1965.0,10.703307888040712,9.953847911875078,2.4598715273179605,0.12946937999239255,0.13541270445036135,0.10189235450741727,0.11701217192848992,0.1094522632179536,0.1560003803727653,0.12809052871814378,0.07403004944845949,0.04864016736401674,0.2377995435526816,0.5754849752757702,0.18671548117154813,1.0,0.49410422213769495,0.5058957778623051,,376.0,1,,1,-0.5870987679335179,-0.6657915324946615,0.49528657875341386,-0.529080509953604,0.02375058754429645,-0.35438865716740625,0,0,0,0,0,0 +1309,US_NE_31157,31157,Scotts Bluff County,NE,Nebraska,41.85,-103.71,google,36160.0,1931.0,18.726048679440705,10.49573646899098,2.981940030309387,0.1380254424778761,0.13606194690265486,0.11767146017699115,0.11908185840707965,0.1079646017699115,0.12688053097345134,0.12549778761061947,0.07270464601769912,0.05611172566371681,0.246875,0.5615597345132743,0.19156526548672567,1.0,0.5141592920353982,0.48584070796460177,,376.0,1,,1,-0.17835241856581616,-0.301459652615448,0.793660546698828,-0.9875587456940542,0.13838558781072882,0.6269618147133074,0,0,0,0,0,0 +1310,US_NE_31177,31177,Washington County,NE,Nebraska,41.53,-96.22,google,20328.0,393.0,51.725190839694655,9.919803717021065,3.9650933458878215,0.12544273907910272,0.14103699330972058,0.09450019677292404,0.11727666273120818,0.12121212121212122,0.15358126721763085,0.13085399449035812,0.07329791420700511,0.04279811097992916,0.2382723337268792,0.5802046438410075,0.18152302243211335,1.0,0.5007378984651711,0.4992621015348288,,376.0,1,,1,-0.6127782922213216,0.3846458941121147,0.5108305110172974,-0.37368891895882317,-0.09898425390333879,-0.029784383660575803,0,0,0,0,0,0 +1311,US_NE_31185,31185,York County,NE,Nebraska,40.87,-97.6,google,13762.0,576.0,23.89236111111111,9.529739110979532,3.2145609737169263,0.13028629559657026,0.13057695102456038,0.12672576660369134,0.11633483505304462,0.0992588286586252,0.13057695102456038,0.12701642203168145,0.07884028484231943,0.060383665164946955,0.2347478564162186,0.5625199825606743,0.2027321610231071,0.9999999999999999,0.5103182676936492,0.4896817323063508,,376.0,1,,1,-0.9070038883210115,-0.13912228668487622,0.394956198114158,-0.9559432901228418,0.40233899060065115,0.439009787145834,0,0,0,0,0,0 +1312,US_NV_32003,32003,Clark County,NV,Nevada,36.2,-115.02,google,2181635.0,20880.0,104.48443486590038,14.59558561202753,4.658563405215385,0.12943870079092057,0.12683469049588955,0.1373740336949123,0.14438574738670767,0.13530861028540522,0.12619617855415777,0.10592468492667197,0.06575985442111078,0.028777499444224173,0.2309064531876322,0.6215938504836969,0.14749969632867094,1.0,0.5008711356390964,0.49912886436090365,,1463.0,1,,1,2.914162358076832,0.8685924430938488,0.26866230530061086,0.9890200470034983,-0.9031981618759145,-0.0232647173532279,0,0,0,0,0,0 +1313,US_NV_32005,32005,Douglas County,NV,Nevada,38.92,-119.61,google,48030.0,1910.0,25.146596858638745,10.779601914762763,3.2637190427930887,0.08336456381428274,0.10483031438684155,0.08619612742036227,0.10054132833645638,0.1014366021236727,0.1534457630647512,0.184613783052259,0.12769102644180721,0.05788049135956694,0.167228815323756,0.5548927753487404,0.27787840932750363,1.0,0.4966895690193629,0.5033104309806371,,1463.0,1,,1,0.035767188034466,-0.10481672790259396,-1.8248687021067216,-1.2070634370414013,2.1785809087075854,-0.22788042781485102,0,0,0,0,0,0 +1314,US_NV_32007,32007,Elko County,NV,Nevada,41.13,-115.35,google,52357.0,44555.0,1.1751094153293682,10.865860022197287,0.7770789691739082,0.1507343812670703,0.14804133162709857,0.13824321485188226,0.1426552323471551,0.1211490345130546,0.1316920373589014,0.09845865882308001,0.047577210306167274,0.021448898905590465,0.26916744656874914,0.6125771148079531,0.11825543862329775,1.0,0.4802032201997823,0.5197967798002178,,1463.0,1,,1,0.10083164834505295,-1.8401488680595728,1.5265697702226948,0.6921507048312031,-1.5944485911693547,-1.0346034298393063,0,0,0,0,0,0 +1315,US_NV_32013,32013,Humboldt County,NV,Nevada,41.41,-118.12,google,16719.0,25014.0,0.6683857040057568,9.724360886638692,0.5118565146188283,0.15485375919612418,0.1411567677492673,0.12458879119564567,0.13314193432621568,0.11992344039715294,0.13033076140917518,0.11567677492673006,0.05580477301274,0.02452299778694898,0.26777917339553803,0.594054668341408,0.138166158263054,1.0,0.4783180812249537,0.5216819187750463,,1463.0,1,,1,-0.7602007509166419,-2.0252375966470133,1.480927484604591,0.08231287707529444,-1.123816249012349,-1.1268485345407688,0,0,0,0,0,0 +1316,US_NV_32019,32019,Lyon County,NV,Nevada,39.01,-119.19,google,53895.0,5222.0,10.320758330141707,10.894811542640495,2.426638060826491,0.1155394749049077,0.1211986269598293,0.10694869653956768,0.11921328509138139,0.11132758140829391,0.13940068652008536,0.1491232952964097,0.10036181463957695,0.03688653863994805,0.21249837647277114,0.575691622599499,0.21181000092772984,1.0,0.4890435105297337,0.5109564894702663,,1463.0,1,,1,0.12266977010349875,-0.6889839129052047,-0.3365404107875238,-0.5222767999122797,0.6169131061192217,-0.6020233824442156,0,0,0,0,0,0 +1317,US_NV_32023,32023,Nye County,NV,Nevada,38.05,-116.45,google,43977.0,47031.0,0.9350641066530586,10.691444787858716,0.6601404559862173,0.08931941696796053,0.09607294722241172,0.09627759965436478,0.08734111012574755,0.09509516338085817,0.14639470632376014,0.18291379584782955,0.14709962025604292,0.05948564022102463,0.1661777747458899,0.5357800668531277,0.2980421584009823,1.0,0.4875275712304159,0.5124724287695841,,1463.0,1,,1,-0.030729701998713513,-1.9217558374435335,-1.859423784763992,-1.8363352048150878,2.6551941414191274,-0.676202517910526,0,0,0,0,0,0 +1318,US_NV_32031,32031,Washoe County,NV,Nevada,40.63,-119.68,google,456629.0,16967.0,26.912771851240645,13.031628713941823,3.3290843565273804,0.12069097670099796,0.12122313738286443,0.1448593935120196,0.13471987105505784,0.12086617363329968,0.1329503820388105,0.12262471284127816,0.07168401481290063,0.03038133802277122,0.21766948660728952,0.6189528041363995,0.16337770925631093,1.0,0.49681251081293565,0.5031874891870644,,1463.0,1,,1,1.734470216092296,-0.05920074552623483,-0.1665297167276244,0.9020655526094916,-0.5278874474397836,-0.22186454316563836,0,0,0,0,0,0 +1319,US_NV_32510,32510,Carson City,NV,Nevada,39.160833,-119.753889,google,54532.0,407.0,133.985257985258,10.906561301994556,4.905165572366464,0.11165920927162033,0.1140064549255483,0.1259994131885865,0.11763735054646812,0.11725225555637057,0.14077972566566418,0.13665370791461895,0.08959876769603169,0.04641311523509132,0.20286437321205897,0.5927968898995085,0.2043387368884325,1.0,0.48587985036308956,0.5141201496369104,1463.0,1463.0,0,,1,0.13153260948044102,1.0406867767409336,-0.6532777337843312,0.04090145368737504,0.44031383912602895,-0.7568300928293041,0,0,0,0,0,0 +1320,US_NH_33001,33001,Belknap County,NH,New Hampshire,43.515202,-71.436073,google,60872.0,1214.0,50.14168039538715,11.016545005635734,3.9345998280519323,0.09561046129583388,0.10888421605992903,0.10589433565514522,0.10804639243001708,0.11683532658693652,0.16370416611906952,0.16013930871336576,0.09143777106058615,0.04944802207911683,0.18271783414377712,0.596326718359837,0.22095544749638585,0.9999999999999999,0.5067354448679195,0.49326455513208045,,201.5,1,,1,0.21449327872309443,0.363365620328844,-1.3156359123580084,0.1571184407082697,0.8330852493944519,0.2636922794717558,0,0,0,0,0,0 +1321,US_NH_33003,33003,Carroll County,NH,New Hampshire,43.822605,-71.181587,google,48132.0,2570.0,18.7284046692607,10.781723291541018,2.982059458643723,0.08219064240006649,0.09567439541261531,0.08927532618632095,0.09056345051109449,0.10830632427491066,0.1649214659685864,0.1908709382531372,0.1172193135543921,0.06097814343887642,0.15873015873015872,0.5676369151500041,0.27363292611983714,1.0,0.5034904013961605,0.4965095986038394,,201.5,1,,1,0.0373673417973732,-0.3013763080939719,-2.1042792094191487,-0.7874720754435856,2.078229854513505,0.10490325711841851,0,0,0,0,0,0 +1322,US_NH_33005,33005,Cheshire County,NH,New Hampshire,42.9118,-72.242081,google,75963.0,1888.0,40.23463983050848,11.238014822834137,3.7192786756893566,0.09692876795281914,0.12387609757381883,0.1364216789752906,0.11293656122059424,0.10990877137553809,0.1503100193515264,0.1436093887813804,0.08125008227689796,0.044758632492134326,0.1960296460118742,0.6061569448284033,0.1978134091597225,1.0,0.5104063820544212,0.48959361794557876,,201.5,1,,1,0.3815478844833286,0.2131011248296698,-0.8779832002676338,0.4807713645683502,0.28607379517639564,0.4433214684296286,0,0,0,0,0,0 +1323,US_NH_33007,33007,Coos County,NH,New Hampshire,44.613773,-71.339943,google,31396.0,4743.0,6.61943917351887,10.3544676259307,2.0307027677142564,0.0828449484010702,0.09994903809402472,0.10756147279908268,0.10510893107402217,0.12316855650401325,0.16170849789782138,0.1656898968021404,0.09590393680723659,0.05806472162058861,0.16280417887628995,0.6003822142948145,0.2368136068288954,0.9999999999999999,0.4768441839724806,0.5231558160275195,,201.5,1,,1,-0.28491145754537084,-0.9652921920362995,-1.9703375654316546,0.2906426398968958,1.2079266817480903,-1.19897043546637,0,0,0,0,0,0 +1324,US_NH_33009,33009,Grafton County,NH,New Hampshire,43.896069,-71.89463,google,89853.0,4533.0,19.821972203838516,11.405941409862962,3.0360087851097104,0.08556197344551657,0.12435867472427187,0.150512503756135,0.11010205557966901,0.10804313712396915,0.14414655047689004,0.14356782745150412,0.08494986255328148,0.04875741488876276,0.18504891322493408,0.6094598956072697,0.2054911911677963,1.0,0.5067610430369603,0.49323895696303965,,201.5,1,,1,0.5082148504276361,-0.26372711183534725,-1.2389969775477527,0.5895185720069926,0.4675545550086866,0.26494486923562116,0,0,0,0,0,0 +1325,US_NH_33011,33011,Hillsborough County,NH,New Hampshire,42.895584,-71.582741,google,413204.0,2311.0,178.79878840328863,12.931699116832046,5.191838383434663,0.10804106446210589,0.12226164315931114,0.13351274431031646,0.12777949874638192,0.13059650923030755,0.1589650632617303,0.11826845819498359,0.0627244653972372,0.03785055323762597,0.20585037898955483,0.6344403732780902,0.15970924773235495,1.0,0.5031243647205739,0.49687563527942613,,201.5,1,,1,1.6590933558946928,1.2407448985549803,-0.5551067605323329,1.4119822928007675,-0.6145993629491013,0.08699206228614571,0,0,0,0,0,0 +1326,US_NH_33013,33013,Merrimack County,NH,New Hampshire,43.3,-71.68,google,149830.0,2477.0,60.48849414614453,11.917263271245712,4.118850070254946,0.09952612961356204,0.12283921778015083,0.12597610625375424,0.11982246546085563,0.12465460855636389,0.15763198291396915,0.1353800974437696,0.07130080758192618,0.042868584395648404,0.19779750383768271,0.620343055462858,0.1818594406994594,1.0,0.5072215177200827,0.4927784822799172,,201.5,1,,1,0.8939047518798182,0.49194690176103717,-0.8198613022328854,0.9478385475804048,-0.09103229033948408,0.2874771790144577,0,0,0,0,0,0 +1327,US_NH_33015,33015,Rockingham County,NH,New Hampshire,42.962872,-71.077621,google,306669.0,2056.0,149.1580739299611,12.633527529863258,5.011688565410967,0.09746012802076506,0.11948061264751246,0.11473934437455367,0.11676758981181665,0.13283703276170725,0.17201282164157447,0.13627722397764364,0.072351623411561,0.03807362335286579,0.19304461813877505,0.6283915231079764,0.17856385875324862,1.0,0.5047559420743538,0.49524405792564624,,201.5,1,,1,1.4341826319861994,1.115025148207296,-0.9761220229367042,1.212828382175309,-0.16893040141622184,0.16682969008844023,0,0,0,0,0,0 +1328,US_NH_33017,33017,Strafford County,NH,New Hampshire,43.258289,-70.976105,google,129841.0,994.0,130.62474849094568,11.774073605643467,4.879955059652281,0.0998760021872906,0.13710615291009773,0.18055929945086682,0.12010073859566701,0.11476344143991497,0.14086459592886685,0.11176746944339615,0.05975770365292935,0.0352045963909705,0.20956092451536878,0.6395930407190332,0.15084603476559794,1.0,0.5099005706980075,0.49009942930199246,,201.5,1,,1,0.7858968371277426,1.0230933125935133,-0.43311507909945635,1.5816300509956056,-0.8241003128420537,0.41857070885456216,0,0,0,0,0,0 +1329,US_NH_33019,33019,Sullivan County,NH,New Hampshire,43.344208,-72.24733,google,43027.0,1429.0,30.109867039888034,10.669606345551896,3.4375250370298898,0.0985195342459386,0.11002393845724777,0.10670044390731401,0.10876891254328677,0.12345736398075627,0.16124758872335976,0.15627396750877356,0.0869454063727427,0.048062844260580564,0.18653868501173684,0.6003160806005531,0.21314523438771005,1.0,0.5057289608850257,0.49427103911497433,,201.5,1,,1,-0.04720243140325856,0.016475907549902236,-1.190017719926742,0.2884652370077731,0.6484741979314,0.2144422127010412,0,0,0,0,0,0 +1330,US_NJ_34001,34001,Atlantic County,NJ,New Jersey,39.47,-74.64,google,265498.0,1739.0,152.6728004600345,12.489366353178694,5.034825669757728,0.11471649503951066,0.12484839810469382,0.12876556508900255,0.11193681308333772,0.1223926357260695,0.1520124445381886,0.125827689850771,0.0762830605126969,0.04321689805572923,0.21459521352326574,0.6029909829829226,0.18241380349381162,1.0,0.5158607597797347,0.48413924022026533,,201.5,1,,1,1.325441906764049,1.131171659006771,-0.2676026560285447,0.37653441627465356,-0.07792874285194162,0.7102193741389963,0,0,0,0,0,0 +1331,US_NJ_34003,34003,Bergen County,NJ,New Jersey,40.96,-74.07,google,932420.0,639.0,1459.1862284820031,13.745539708412634,7.28631926032289,0.11125565732180777,0.12484395444113168,0.11344351258016773,0.12617489972330065,0.1384150919113704,0.15080006863859635,0.1169719654233071,0.06966174041740847,0.048433109542909844,0.21113082087471313,0.6122883464533151,0.17658083267197186,1.0,0.5149621415242058,0.48503785847579417,,201.5,1,,1,2.2729730298747177,2.7024039545510914,-0.3815015642619697,0.6826432206856748,-0.21580345402684742,0.6662474780747079,0,0,0,0,0,0 +1332,US_NJ_34005,34005,Burlington County,NJ,New Jersey,39.88,-74.67,google,445610.0,2122.0,209.99528746465597,13.007201653107398,5.351835798935922,0.10841543053342609,0.12319741477974012,0.1267835102443841,0.12287650636206549,0.1305042525975629,0.15643724332936873,0.11839276497385606,0.06984582931262763,0.04354704786696888,0.2069733623572182,0.6204373779762572,0.17258925966652455,1.0,0.5081349161823119,0.4918650838176881,,201.5,1,,1,1.7160448926365022,1.3524010487179916,-0.51818641329785,0.9509440464562562,-0.31015279882367575,0.33217231179115025,0,0,0,0,0,0 +1333,US_NJ_34007,34007,Camden County,NJ,New Jersey,39.8,-74.96,google,506224.0,589.0,859.4634974533107,13.13473651346747,6.757471194592985,0.12452590157716742,0.12691417238218655,0.13036718922848384,0.13305374695786845,0.12737246752425804,0.1413168873858213,0.11312185909794874,0.06371487720850849,0.0396128986377572,0.22605723948291667,0.6140540551218433,0.15988870539524005,1.0,0.5174389203198584,0.4825610796801416,,201.5,1,,1,1.8122443932621433,2.3333408740284454,0.10923460677215033,0.7407778704907052,-0.6103574981782772,0.7874431683543082,0,0,0,0,0,0 +1334,US_NJ_34009,34009,Cape May County,NJ,New Jersey,39.08,-74.86,google,93129.0,1607.0,57.95208462974487,11.441751645515703,4.0767249890340445,0.09555562714084764,0.10081714610916041,0.11134018404578595,0.09652202858400713,0.10026951862470337,0.1516498620193495,0.16663982218213447,0.11353069398361412,0.0636751173103974,0.17620934402817598,0.5632649335867453,0.26052572238507876,1.0,0.5117739909158264,0.4882260090841736,,201.5,1,,1,0.5352264986730972,0.462549399434551,-1.5296156755135273,-0.9314163294784005,1.768413127422374,0.5102423821105092,0,0,0,0,0,0 +1335,US_NJ_34011,34011,Cumberland County,NJ,New Jersey,39.33,-75.13,google,151423.0,1752.0,86.42865296803653,11.927839127898004,4.470823066097519,0.13268129676469229,0.12728581523282462,0.13400870409382987,0.13824187871063182,0.13052178334863263,0.1303566829345608,0.10565105697285089,0.06371555179860391,0.0375372301433732,0.23450994895095195,0.6114117406206455,0.15407831042840256,1.0,0.4890340304973485,0.5109659695026515,,201.5,1,,1,0.9018821168588238,0.7375755549114631,0.3871345094941418,0.6537816230690244,-0.7476985808501381,-0.6024872668536007,0,0,0,0,0,0 +1336,US_NJ_34013,34013,Essex County,NJ,New Jersey,40.79,-74.25,google,796349.0,336.0,2370.0863095238096,13.587794066679928,7.771103487563896,0.13328703872297196,0.12925363125966127,0.13450760910103485,0.13707432294132346,0.14053386141000992,0.13545066296309785,0.09966610116921099,0.055004778055852396,0.03522199437683729,0.23668994373070099,0.6232502332520038,0.1400598230172952,1.0,0.518694692904744,0.481305307095256,,201.5,1,,1,2.1539855474113847,3.040716547313287,0.4588062426251186,1.0435552225366593,-1.079055442036333,0.8488916212910643,0,0,0,0,0,0 +1337,US_NJ_34015,34015,Gloucester County,NJ,New Jersey,39.71,-75.14,google,290961.0,873.0,333.2886597938144,12.580947953434332,5.812004870606631,0.11329009729826334,0.13220672186306756,0.1271888672365025,0.12204728468763855,0.13338901089836783,0.1526871298902602,0.1181636026821464,0.06498809118747874,0.036039194256274894,0.2190554747887174,0.6208354384264557,0.16010908678482683,0.9999999999999999,0.5142063713006211,0.485793628699379,,201.5,1,,1,1.394521875850272,1.6735356545856344,-0.12096255483129063,0.9640498918802427,-0.6051483138079675,0.6292655343900725,0,0,0,0,0,0 +1338,US_NJ_34017,34017,Hudson County,NJ,New Jersey,40.73,-74.08,google,672826.0,162.0,4153.246913580247,13.419243517632328,8.3318864426263,0.12632240727914795,0.09801642623798723,0.16565947213692694,0.19385101051386242,0.13194050170474983,0.11802308472026943,0.0874802697874339,0.04880459435277471,0.029902233266847596,0.20473554826953774,0.6728174892171229,0.12244696251333925,1.0,0.5026336675455467,0.49736633245445333,,201.5,1,,1,2.026847927134246,3.4320657803189447,-0.5917590730027681,2.675520403820167,-1.4953729805802527,0.06298088173580679,0,0,0,0,0,0 +1339,US_NJ_34019,34019,Hunterdon County,NJ,New Jersey,40.57,-74.92,google,124712.0,1134.0,109.9753086419753,11.733770376434935,4.70930773190096,0.09032811597921611,0.1317595740586311,0.10578773494130476,0.09492270190518956,0.13114215151709538,0.1862370902559497,0.14100487523253577,0.07596702803258708,0.04285072807749054,0.19573577522612098,0.6149440310475335,0.1893201937263455,1.0,0.5063586503303612,0.49364134966963885,,201.5,1,,1,0.7554961254124111,0.9040049911189194,-0.8876447961242622,0.7700796685149695,0.08531852644803853,0.2452546724665913,0,0,0,0,0,0 +1340,US_NJ_34021,34021,Mercer County,NJ,New Jersey,40.28,-74.7,google,368168.0,593.0,620.8566610455312,12.816297350863486,6.432709617701995,0.11540655352991026,0.1342376306468786,0.14242682688337932,0.12314215249559983,0.1338628017644119,0.14151420003911258,0.10847765150692075,0.060586471393494275,0.04034571174029247,0.22279665804741317,0.6220323330653397,0.15517100888724714,1.0,0.5112530149279677,0.48874698507203235,,201.5,1,,1,1.5720458441308562,2.106702041876613,0.002036403974560233,1.0034567611589869,-0.7218703212863532,0.4847495748487293,0,0,0,0,0,0 +1341,US_NJ_34023,34023,Middlesex County,NJ,New Jersey,40.44,-74.41,google,827363.0,835.0,990.8538922155689,13.626000022273168,6.899575810364198,0.11874836075579885,0.12816623416807374,0.1324533487719417,0.1377799103899981,0.1365748770491308,0.1390755931797772,0.10842157553576846,0.06063239472879498,0.03814770542071618,0.22128134809025785,0.6257277639923468,0.15299088791739537,1.0,0.507013245697475,0.49298675430252503,,201.5,1,,1,2.1828042863712134,2.4325103154078453,-0.04778247259745195,1.1251260867104704,-0.7734021321295046,0.27728584840787224,0,0,0,0,0,0 +1342,US_NJ_34025,34025,Monmouth County,NJ,New Jersey,40.29,-74.15,google,621990.0,1723.0,360.9924550203134,13.340680902163257,5.891623369123241,0.10609816878084857,0.13207447065065356,0.1146545764401357,0.10723484300390682,0.13094744288493385,0.1662052444573064,0.12733966784031897,0.07049148700139873,0.044954098940497435,0.21175774530137143,0.6091268348365729,0.17911541986205565,1.0,0.5136770687631634,0.4863229312368366,,201.5,1,,1,1.9675881737254044,1.7290983960103805,-0.3608901570154273,0.5785527928762898,-0.15589307774449226,0.6033652858468749,0,0,0,0,0,0 +1343,US_NJ_34027,34027,Morris County,NJ,New Jersey,40.87,-74.55,google,493920.0,1247.0,396.08660785886127,13.110130864353309,5.984154412710442,0.10655166828636216,0.1327401198574668,0.11242711370262391,0.11625769355361192,0.13682782636864269,0.1628968253968254,0.11690962099125364,0.07018343051506316,0.045205701328150306,0.2127437641723356,0.6134122934888241,0.1738439423388403,1.0,0.5089366699060577,0.4910633300939423,,201.5,1,,1,1.7936843607293198,1.7936723146899065,-0.3284727943509229,0.7196483441657455,-0.28049569674903696,0.3714043563137259,0,0,0,0,0,0 +1344,US_NJ_34029,34029,Ocean County,NJ,New Jersey,39.87,-74.25,google,595424.0,2372.0,251.02192242833053,13.297030715261425,5.529516077490902,0.13616347342398022,0.12211130219809749,0.11050276777556833,0.1033817917987854,0.105991696673295,0.13210586069758692,0.1275427258558607,0.0985281077014027,0.06367227387542322,0.2338525151824582,0.5401757403127855,0.22597174450475627,1.0,0.5175421212446929,0.48245787875530716,,201.5,1,,1,1.9346628529910053,1.4763974007914686,0.3655200459896919,-1.6916109126432242,0.9516561324523709,0.7924930772701815,0,0,0,0,0,0 +1345,US_NJ_34031,34031,Passaic County,NJ,New Jersey,41.03,-74.3,google,504402.0,510.0,989.0235294117647,13.1311308307158,6.897728709928794,0.13392294241497854,0.13350066018770743,0.13968422012601062,0.1293392968307025,0.12704945658423242,0.1360264233686623,0.10422044321790952,0.059793577345054146,0.03646297992474257,0.24072347056514445,0.610909750556104,0.14836677887875147,0.9999999999999999,0.5131601381437821,0.48683986185621786,,201.5,1,,1,1.8095246280219124,2.431221293813743,0.5914165871728917,0.6372539720879299,-0.8827028157120796,0.5780704297408127,0,0,0,0,0,0 +1346,US_NJ_34033,34033,Salem County,NJ,New Jersey,39.58,-75.36,google,62883.0,965.0,65.16373056994819,11.049047038311404,4.192132436216859,0.11403718015997964,0.12308573064262202,0.12170220886408091,0.11551611723359255,0.12119332729036464,0.151233242688803,0.12998743698614887,0.07512364231986388,0.048121113814544474,0.21250576467407725,0.59925576069844,0.18823847462748278,1.0,0.5105354388308446,0.48946456116915543,,201.5,1,,1,0.23900955061840243,0.5430878957109034,-0.3362975087414967,0.253554989757286,0.059749787484067785,0.44963657623471276,0,0,0,0,0,0 +1347,US_NJ_34035,34035,Somerset County,NJ,New Jersey,40.56,-74.61,google,330573.0,790.0,418.44683544303797,12.708585816388307,6.0389367847246564,0.11042644136090969,0.13532563155490618,0.11130673103974009,0.11855172685004522,0.1426220532227375,0.16371270490935436,0.11354829341779274,0.062134536093389356,0.04237188155112487,0.21868694660483465,0.6200324890417548,0.1612805643534106,1.0,0.5108735438163431,0.48912645618365685,,201.5,1,,1,1.4907990712965187,1.8319028619568214,-0.13307866349900438,0.9376133782453732,-0.5774579418946335,0.46618099561378157,0,0,0,0,0,0 +1348,US_NJ_34037,34037,Sussex County,NJ,New Jersey,41.14,-74.69,google,141197.0,1388.0,101.72694524495677,11.857918439635014,4.632074451021983,0.09673718280133431,0.12617831823622314,0.11578149677401078,0.1062699632428451,0.13151129273284842,0.17835364774039109,0.13782162510534926,0.07230323590444557,0.03504323746255232,0.19767983739031283,0.6260628766900146,0.17625728591967252,0.9999999999999999,0.5028081333172801,0.49719186668271986,,201.5,1,,1,0.8491409661231731,0.8501068029488904,-0.8237298244388584,1.1361594240165491,-0.2234511718686419,0.07151797825508764,0,0,0,0,0,0 +1349,US_NJ_34039,34039,Union County,NJ,New Jersey,40.65,-74.29,google,554738.0,273.0,2032.007326007326,13.226253011846557,7.6172714171670215,0.12887525282205292,0.12980001370016117,0.12434698902905515,0.13467258417487174,0.1383103374926542,0.14376336216376018,0.10392113033540158,0.05770471826339641,0.03860561201864664,0.23271526378218185,0.6190138407680743,0.14827089544974384,1.0,0.5123643954443359,0.4876356045556641,,201.5,1,,1,1.8812752560256218,2.9333629585174408,0.3281306083540571,0.9040751384890523,-0.8849692251429975,0.5391325213924276,0,0,0,0,0,0 +1350,US_NJ_34041,34041,Warren County,NJ,New Jersey,40.9,-75.0,google,105715.0,362.0,292.0303867403315,11.568511532209774,5.68027631265103,0.09685475098141229,0.12752211133708555,0.11752353024641725,0.10756278673792745,0.13132478834602468,0.17114884358889468,0.12756940831480867,0.07350896277727853,0.04698481767015088,0.19887244005108076,0.6168490753440855,0.18427848460483376,1.0,0.5103060114458686,0.4896939885541314,,201.5,1,,1,0.6308414369331481,1.581607271856653,-0.7845206022756329,0.8328018406473837,-0.033853026125761965,0.4384100547786923,0,0,0,0,0,0 +1351,US_NM_35001,35001,Bernalillo County,NM,New Mexico,35.05,-106.67,google,678203.0,3027.0,224.05120581433764,13.427203406621484,5.416327957708758,0.11891719735831308,0.12674671153032352,0.14279647834055584,0.14216982230983938,0.11933742552008764,0.12954823260882067,0.11735276900868914,0.0663945750756042,0.03673678824776652,0.2203145665825719,0.6178776855897128,0.1618077478277153,1.0,0.5096217504198596,0.4903782495801405,,201.5,1,,1,2.032852068618624,1.3974076892422562,-0.07956736807449877,0.8666680709498336,-0.5649968356288873,0.40492725545718705,0,0,0,0,0,0 +1352,US_NM_35003,35003,Catron County,NM,New Mexico,33.92,-108.42,google,3553.0,17946.0,0.19798283740109215,8.175829008714597,0.18063917354814485,0.06107514776245426,0.0804953560371517,0.07233323951590205,0.0591049817056009,0.06557838446383338,0.14128905150576976,0.2594990149169716,0.18519560934421617,0.0754292147481002,0.12547143259217564,0.4841542358570223,0.39037433155080214,1.0,0.4728398536448072,0.5271601463551928,,201.5,1,,1,-1.9282578055807529,-2.256381662664071,-3.197727031487872,-3.5360774439206675,4.837662062828615,-1.3949134801265413,0,0,0,0,0,0 +1353,US_NM_35005,35005,Chaves County,NM,New Mexico,33.36,-104.47,google,65080.0,15734.0,4.136265412482522,11.083387926918672,1.636326241937682,0.1418100799016595,0.1564535955746773,0.13054701905347266,0.12612169637369391,0.10968039336201597,0.12240319606637984,0.10769821757836509,0.06439766441303012,0.04088813767670559,0.26697295636140134,0.5738921327596804,0.15913491087891826,1.0,0.5037645974185617,0.4962354025814382,,201.5,1,,1,0.2649128709006601,-1.2405126663478327,1.4544214706209497,-0.5815236697556286,-0.6281750399417237,0.11832043279238832,0,0,0,0,0,0 +1354,US_NM_35006,35006,Cibola County,NM,New Mexico,34.92,-107.99,google,26921.0,11756.0,2.2899795848928206,10.200699075204039,1.1908813595582777,0.13420749600683482,0.1300100293451209,0.13866498272723896,0.13261022993202332,0.11845770959474017,0.12395527654990528,0.11704617213327885,0.06563649195795104,0.03941161175290665,0.23821551948293154,0.5982132907395713,0.16357118977749713,1.0,0.4884291073882842,0.5115708926117157,,201.5,1,,1,-0.4008990216519186,-1.5513718169189765,0.508962627952585,0.21923243866418207,-0.5233141224924621,-0.6320878407513648,0,0,0,0,0,0 +1355,US_NM_35009,35009,Curry County,NM,New Mexico,34.57,-103.35,google,49794.0,3646.0,13.657158529895776,10.81566985636574,2.684928852971919,0.15774992971040688,0.13585974213760693,0.18954090854319797,0.14310961159979113,0.09810418925975017,0.10545447242639676,0.08497007671607021,0.05243603647025746,0.032775033136522476,0.26643772342049243,0.6058661686146926,0.12769610796481504,1.0,0.48170462304695344,0.5182953769530465,,201.5,1,,1,0.06297322378818174,-0.5087325295740397,1.4368246062338952,0.4711977731503513,-1.3712982277411794,-0.9611356034956449,0,0,0,0,0,0 +1356,US_NM_35013,35013,Doña Ana County,NM,New Mexico,32.312222,-106.778333,google,216174.0,9888.0,21.862257281553397,12.283843543828631,3.1294873972168196,0.13557134530517084,0.15034185424704175,0.17745889885000046,0.11733603486080657,0.10294947588516658,0.10974030179392526,0.10237123798421642,0.0670385892845578,0.03719226178911433,0.25584482870280423,0.5887387012314155,0.15541647006578035,1.0,0.5095848714461498,0.49041512855385017,,201.5,1,,1,1.1704161234540233,-0.19849192089328388,1.0885617891192205,-0.09271140174419604,-0.7160683225915877,0.40312266447659534,0,0,0,0,0,0 +1357,US_NM_35015,35015,Eddy County,NM,New Mexico,32.47,-104.3,google,57108.0,10872.0,5.252759381898454,10.952717001437316,1.8330228674191273,0.1487532394760804,0.14101351824613015,0.13481473698956364,0.13576031379141276,0.10989703719268754,0.12362541150101562,0.11000210128178188,0.05818799467675282,0.037945646844575194,0.26156405407298455,0.5873012537647965,0.15113469216221895,1.0,0.4960951180219934,0.5039048819780065,,201.5,1,,1,0.16634783744936452,-1.1032455243598982,1.276592879035255,-0.14003829466514373,-0.8172772793650802,-0.2569685720972759,0,0,0,0,0,0 +1358,US_NM_35017,35017,Grant County,NM,New Mexico,32.73,-108.38,google,27642.0,10276.0,2.6899571817827947,10.227127810341964,1.3056148541322095,0.11015845452572173,0.11837059547066059,0.10209102091020911,0.10151219159250416,0.0953259532595326,0.1256783156066855,0.16641342884017077,0.1175747051588163,0.0628753346356993,0.2048549309022502,0.5314883148831488,0.263656754214601,1.0,0.5078141957890168,0.4921858042109833,,201.5,1,,1,-0.3809638359681172,-1.4713036467004823,-0.5878341277360523,-1.9776379589283921,1.8424217453908516,0.3164785689666501,0,0,0,0,0,0 +1359,US_NM_35025,35025,Lea County,NM,New Mexico,32.8,-103.42,google,69046.0,11380.0,6.067311072056239,11.142542711115903,1.9554800782942734,0.16888740839440372,0.15973409031660052,0.14057295136575615,0.1418619471077253,0.11486545201749558,0.11254815630159604,0.08752136256988095,0.04567969179966978,0.02832894012687194,0.29667468064768415,0.5855560061408337,0.1177693132114822,1.0,0.48648726935666076,0.5135127306433392,,201.5,1,,1,0.3095333039597048,-1.0177872644049972,2.430925669783016,-0.19749927973620177,-1.6059392025226464,-0.7271073883455533,0,0,0,0,0,0 +1360,US_NM_35027,35027,Lincoln County,NM,New Mexico,33.74,-105.46,google,19468.0,12513.0,1.5558219451770159,9.87657873597891,0.938373872577473,0.09739058968563798,0.10545510581467023,0.08932607355660571,0.09584959934251079,0.09549003492911444,0.1446989932196425,0.18322375179782208,0.12928908978837067,0.059276761865625645,0.18175467433737416,0.5380675981097185,0.2801777275529073,1.0,0.5118656256420793,0.4881343743579207,,201.5,1,,1,-0.645382880324277,-1.7275872501200933,-1.347301737087618,-1.7610199328847456,2.2329302010167043,0.5147263246899956,0,0,0,0,0,0 +1361,US_NM_35028,35028,Los Alamos County,NM,New Mexico,35.87,-106.31,google,18742.0,283.0,66.226148409894,9.838575628358985,4.208062285086649,0.11503574858606339,0.13333689040657348,0.0990822751040444,0.12677409027851883,0.11941094867143315,0.1570803542844947,0.13013552449044927,0.07512538683171487,0.044018781346707926,0.22170526091132214,0.5940828086650304,0.18421193042364742,1.0,0.49204994130829155,0.5079500586917085,,201.5,1,,1,-0.6740486111286829,0.5542047352667611,-0.03384548207602619,0.08323937638310665,-0.03542617620465346,-0.4549103442816157,0,0,0,0,0,0 +1362,US_NM_35031,35031,McKinley County,NM,New Mexico,35.58,-108.26,google,72423.0,14129.0,5.125840469955411,11.190293015155277,1.8125159666016015,0.1598111097303343,0.15965922427957968,0.15169214199908868,0.12577496099305469,0.11184292282838325,0.11921627107410629,0.09510790770887702,0.050122198749016196,0.026773262637559893,0.28753848915399804,0.5880120956049874,0.12444941524101459,1.0,0.5173080375018986,0.4826919624981014,,201.5,1,,1,0.3455513416189081,-1.117556515508637,2.1305549144712286,-0.11663435369638483,-1.4480407377313917,0.7810387072469127,0,0,0,0,0,0 +1363,US_NM_35035,35035,Otero County,NM,New Mexico,32.62,-105.73,google,66121.0,17162.0,3.852756089033912,11.099256799511375,1.5795468093277247,0.1347529529196473,0.12226070386110313,0.16168841971537032,0.13187943316041803,0.10264515055731159,0.11872173742078916,0.11206727060994238,0.07271517369670755,0.043269158058710545,0.23256151600852984,0.5954205169310809,0.1720179670603893,1.0,0.48201025392840396,0.517989746071596,,201.5,1,,1,0.2768827559548324,-1.2801368867379308,0.3230758396431258,0.12728243001604983,-0.32365651853582306,-0.9461802325464198,0,0,0,0,0,0 +1364,US_NM_35039,35039,Rio Arriba County,NM,New Mexico,36.51,-106.7,google,39235.0,15171.0,2.586184167161031,10.577349971684207,1.2770887311316395,0.1314387664075443,0.12891550911176244,0.11558557410475341,0.11250159296546451,0.11426022683828214,0.13796355295017204,0.13373263667643687,0.08224799286351472,0.04335414808206958,0.23457117369695424,0.572960367019243,0.19246845928380274,1.0,0.5100038231171148,0.48999617688288516,,201.5,1,,1,-0.11679138198937411,-1.4912109499737352,0.3891473967254556,-0.6122013664709111,0.15973450034783807,0.42362313752873626,0,0,0,0,0,0 +1365,US_NM_35041,35041,Roosevelt County,NM,New Mexico,34.02,-103.48,google,18900.0,6358.0,2.9726329034287513,9.846970109700957,1.3794290747353675,0.1374074074074074,0.15433862433862433,0.20322751322751323,0.11195767195767196,0.10105820105820106,0.10301587301587302,0.09608465608465608,0.05682539682539683,0.03608465608465609,0.2608783068783069,0.5981693121693121,0.14095238095238094,1.0,0.49947089947089945,0.5005291005291005,,201.5,1,,1,-0.6677166567843649,-1.419791491494656,1.2540475544368572,0.21778447681944918,-1.0579579307911107,-0.0917821761012443,0,0,0,0,0,0 +1366,US_NM_35043,35043,Sandoval County,NM,New Mexico,35.69,-106.85,google,142689.0,9620.0,14.832536382536382,11.86842972392462,2.7620670873711566,0.1217472965680606,0.13814659854648922,0.11363875281205979,0.12909194121480982,0.12471178577185348,0.13388558333158126,0.1301081372775757,0.07568207780557716,0.03298782667199294,0.23226457540525197,0.5940114514783901,0.17372397311635795,1.0,0.5099482090420425,0.49005179095795753,,201.5,1,,1,0.8570696241915583,-0.454900670750526,0.3133133173327134,0.08088999387717813,-0.28333142530054944,0.42090178581598925,0,0,0,0,0,0 +1367,US_NM_35045,35045,San Juan County,NM,New Mexico,36.51,-108.32,google,126917.0,14281.0,8.887122750507668,11.751296487615205,2.291233178182082,0.14622942553007084,0.14856165840667523,0.13103839517164761,0.1348203944310061,0.11156109898595144,0.12546782542921753,0.10997738679609509,0.058211271933625915,0.034132543315710265,0.265078752255411,0.5875887390972052,0.14733250864738373,1.0,0.5042665679144638,0.4957334320855362,,201.5,1,,1,0.7687160649543634,-0.7834778637104919,1.3921456833386658,-0.13057305307599987,-0.9071499994512318,0.1428832483565513,0,0,0,0,0,0 +1368,US_NM_35047,35047,San Miguel County,NM,New Mexico,35.47,-104.83,google,27715.0,12265.0,2.2596820220138607,10.229765142747272,1.1816296513618014,0.09687894641890672,0.12368753382644777,0.130182211798665,0.10658488183294244,0.10932707919898972,0.14688796680497926,0.14768176077936135,0.09446148295147032,0.04430813638823742,0.19582897348006492,0.5915605267905466,0.21261049972938842,0.9999999999999999,0.5044560707198268,0.4955439292801732,,201.5,1,,1,-0.37897449705593117,-1.5578282344580587,-0.8845807152159071,0.0001951142711051005,0.6358346033194638,0.15215614884576886,0,0,0,0,0,0 +1369,US_NM_35049,35049,Santa Fe County,NM,New Mexico,35.51,-105.98,google,149491.0,4944.0,30.23685275080906,11.91499815867539,3.4415985756841883,0.0953836685820551,0.10975242656748567,0.10822725113886454,0.11476945100373935,0.11606049862533531,0.14252363018509476,0.1677559184164933,0.10173856620130978,0.04378858927962218,0.18318560983604362,0.5874092754747777,0.22940511468917862,1.0,0.5150945541872086,0.4849054458127914,,201.5,1,,1,0.8921961782591574,0.019318676242472806,-1.3002568413195255,-0.13648175989073202,1.032811162537788,0.672726798764368,0,0,0,0,0,0 +1370,US_NM_35053,35053,Socorro County,NM,New Mexico,34.02,-106.93,google,16832.0,17220.0,0.9774680603948896,9.731096524419081,0.6818172690222258,0.12309885931558935,0.14187262357414449,0.13569391634980987,0.10961264258555133,0.10343393536121673,0.13183222433460076,0.1318916349809886,0.0835907794676806,0.03897338403041825,0.23659695817490495,0.5748930608365019,0.18850998098859315,1.0,0.49495009505703425,0.5050499049429658,,201.5,1,,1,-0.755120061691443,-1.9066284087671306,0.4557491545981388,-0.5485688543530723,0.06616741964160956,-0.31299773742596976,0,0,0,0,0,0 +1371,US_NM_35055,35055,Taos County,NM,New Mexico,36.57,-105.63,google,32790.0,5710.0,5.742556917688266,10.397909366476442,1.9084392176258198,0.09411405916437939,0.10680085391887771,0.0973162549557792,0.10448307410795975,0.11457761512656298,0.14266544678255566,0.17587679170478804,0.11192436718511742,0.052241537053979874,0.17955474229948157,0.5683409576090271,0.2521043000914913,1.0,0.5093321134492224,0.4906678865507777,,201.5,1,,1,-0.25214336782456703,-1.0506153034463706,-1.4196289478639095,-0.7642919990625306,1.5693548427378532,0.3907545111457107,0,0,0,0,0,0 +1372,US_NM_35057,35057,Torrance County,NM,New Mexico,34.64,-105.85,google,15535.0,8666.0,1.7926378952227093,9.650915190531107,1.0269866313052294,0.108400386224654,0.1283553266816865,0.11734792404248472,0.11367878982941744,0.11297071129707113,0.1376890891535243,0.1528162214354683,0.0894110074026392,0.03933054393305439,0.2110846475700032,0.583765690376569,0.20514966205342774,1.0,0.4712584486643064,0.5287415513356936,,201.5,1,,1,-0.8156008138382956,-1.6657477543765684,-0.38301960494889586,-0.25644409993845385,0.45948178567044856,-1.4722960338531028,0,0,0,0,0,0 +1373,US_NM_35061,35061,Valencia County,NM,New Mexico,34.72,-106.8,google,75884.0,2765.0,27.444484629294756,11.236974315394146,3.347954279890989,0.12387328026988562,0.1383954456802488,0.1259949396447209,0.11831216066628011,0.11605872120605135,0.13952875441463286,0.12480891887617943,0.07631384745137315,0.0367139317906278,0.23458963681408462,0.5899781245058247,0.17543223868009067,1.0,0.4986953771546044,0.5013046228453956,,201.5,1,,1,0.3807630300847609,-0.04603213908311992,0.389754409006415,-0.051904308647665494,-0.24295292377816413,-0.12973064473945892,0,0,0,0,0,0 +1374,US_NY_36001,36001,Albany County,NY,New York,42.662094,-73.849075,google,307717.0,1381.0,222.82186821144097,12.636939058136697,5.4108505042920525,0.10147960626159751,0.12497847047774416,0.17440375409873357,0.1243220231576416,0.11226549069437178,0.13422397852572332,0.11832300457888255,0.06566098070629832,0.04434269149900721,0.20146238264379285,0.6293724428614604,0.1691651744947468,1.0000000000000002,0.5157336123776067,0.4842663876223933,,87.5,1,,1,1.4367559465713138,1.3935851814892994,-0.6993710064812886,1.2451244383549296,-0.3910883578238207,0.7039976973404055,0,0,0,0,0,0 +1375,US_NY_36003,36003,Allegany County,NY,New York,42.232937,-78.026093,google,46639.0,2679.0,17.40910787607316,10.750213821024374,2.912845535411032,0.10817127296897447,0.1537768820086194,0.14142670297390597,0.10311113017002937,0.10396878149188447,0.13422243187032312,0.13312892643495786,0.07712429511781985,0.04506957696348549,0.23119277857586998,0.5800488861253458,0.18875833529878427,1.0,0.4922060936126418,0.5077939063873582,,87.5,1,,1,0.013599759191946826,-0.34967808960480956,0.2780758309682108,-0.37881712635555675,0.07203780367618028,-0.4472693767686124,0,0,0,0,0,0 +1376,US_NY_36005,36005,Bronx County,NY,New York,40.84676,-73.873207,google,1440625.0,148.0,9733.952702702703,14.180588299310077,9.183478059315062,0.14335583514099784,0.1332845119305857,0.1615437744034707,0.13987817787418655,0.12231913232104122,0.12457718004338394,0.0896541431670282,0.05239462039045553,0.032992624728850325,0.2499834446854664,0.6198022386117137,0.13021431670281997,1.0,0.5283949674620391,0.47160503253796093,90.0,90.0,0,,1,2.6011300300397138,4.026359388954228,0.8958569464419496,0.9300325534148226,-1.3117749911203855,1.3235530940623033,0,0,0,0,0,0 +1377,US_NY_36007,36007,Broome County,NY,New York,42.136986,-75.888313,google,193100.0,1853.0,104.20939017808958,12.1709686470671,4.655952556568151,0.1054738477472812,0.1311962713619886,0.15856033143448992,0.10803210771620922,0.10271361988606939,0.1394251683065769,0.12334541688244433,0.07501812532366649,0.05623511134127395,0.21043086483687207,0.5966431900569653,0.19292594510616262,1.0,0.507892283790782,0.492107716209218,,87.5,1,,1,1.0852746282504926,0.8667704304838627,-0.4045140332887699,0.16753803688156996,0.1705481538960978,0.3202996325566258,0,0,0,0,0,0 +1378,US_NY_36009,36009,Cattaraugus County,NY,New York,42.230316,-78.638206,google,77176.0,3425.0,22.533138686131387,11.253856764162524,3.1584095846693194,0.1186638333160568,0.13356483880999273,0.11707007359800975,0.10882916969005908,0.1142842334404478,0.1472867212604955,0.13679123043433192,0.07717425106250649,0.04633564838809993,0.22551570436405102,0.5825787809681766,0.19190551466777236,1.0,0.503563283922463,0.49643671607753703,,87.5,1,,1,0.3934974552942339,-0.17830821920584206,0.0914305455510226,-0.29552221290071395,0.14642810319391303,0.10846960228418387,0,0,0,0,0,0 +1379,US_NY_36011,36011,Cayuga County,NY,New York,43.0,-76.566667,google,77457.0,2237.0,34.62539114886008,11.257491132957457,3.573058618145664,0.10577481699523607,0.11567708535058162,0.12563099526188723,0.12134474611720052,0.11975676827142802,0.1537627328711414,0.13421640394025072,0.07677808332365055,0.047058367868623885,0.19831648527570137,0.6107388615618988,0.19094465316239978,1.0,0.4870573350375047,0.5129426649624953,,87.5,1,,1,0.39623885840687934,0.11105967215499057,-0.802798738840011,0.6316275785549975,0.12371609132574021,-0.6992124855727002,0,0,0,0,0,0 +1380,US_NY_36013,36013,Chautauqua County,NY,New York,42.3,-79.41,google,128372.0,3885.0,33.04298584298584,11.762695367752148,3.5276240155747627,0.10888667310628486,0.12919483999626086,0.12643722930234008,0.10827906397033621,0.11211167544324308,0.14456423519147477,0.13631477269186426,0.0806016888418035,0.053609821456392356,0.21224254510329355,0.5853885582525784,0.202368896644128,1.0,0.5062318885738323,0.4937681114261677,,87.5,1,,1,0.7773142362603849,0.07935257994128295,-0.3449513839742769,-0.20301237740504158,0.39375246190684265,0.2390518663821141,0,0,0,0,0,0 +1381,US_NY_36015,36015,Chemung County,NY,New York,42.14,-76.76,google,84736.0,1064.0,79.6390977443609,11.347307621146507,4.389983615574464,0.11639680891238671,0.12282854984894259,0.12143598942598187,0.12124716767371602,0.11896950528700906,0.1438703738670695,0.1301335913897281,0.07476161253776435,0.050356401057401814,0.2146596487915408,0.595155541918429,0.1901848092900302,1.0,0.5035404078549849,0.4964595921450151,,87.5,1,,1,0.4639874040777739,0.6811607572197685,-0.26548421639055375,0.1185583240283726,0.10575556012460277,0.10735021253740651,0,0,0,0,0,0 +1382,US_NY_36017,36017,Chenango County,NY,New York,42.5,-75.62,google,47805.0,2328.0,20.53479381443299,10.774906433614746,3.069669944020164,0.10996757661332497,0.11931806296412509,0.11417215772408744,0.10561656730467524,0.11791653592720426,0.1557786842380504,0.14034096851793745,0.08858905972178642,0.0483003869888087,0.20542202698462506,0.587518042045811,0.20705993096956385,1.0,0.4998849492730886,0.5001150507269114,,87.5,1,,1,0.03222538824450209,-0.24023626104759171,-0.569189698192844,-0.13290070111800353,0.5046350674411252,-0.07152156515184331,0,0,0,0,0,0 +1383,US_NY_36019,36019,Clinton County,NY,New York,44.74,-73.68,google,80531.0,2895.0,27.81727115716753,11.296409899946239,3.3609749003551417,0.09837205548173995,0.11810358743837776,0.15808818964125615,0.12282226720145037,0.1199910593436068,0.1500788516223566,0.12221380586358048,0.06839602140790503,0.04193416199972681,0.19285492543244215,0.6357079882281357,0.1714370863394221,1.0,0.48534104878866524,0.5146589512113348,,87.5,1,,1,0.4255952707534028,-0.036945540095215924,-0.9823585539373654,1.453717575932123,-0.3373868738001692,-0.7831951557290315,0,0,0,0,0,0 +1384,US_NY_36021,36021,Columbia County,NY,New York,42.25,-73.63,google,60338.0,1679.0,35.93686718284693,11.00773393982133,3.609210162913894,0.08853458848486857,0.10650004971991117,0.10734528820975173,0.10278762968610163,0.1185985614372369,0.16311445523550663,0.15638569392422685,0.099390102423017,0.05734363087937949,0.1737346282607975,0.5913387914746925,0.23492658026450994,1.0,0.4991050415989923,0.5008949584010076,,87.5,1,,1,0.2078470948567206,0.13628846912411752,-1.6109769566056729,-0.007105356733169854,1.1633227825532093,-0.10968462157107782,0,0,0,0,0,0 +1385,US_NY_36023,36023,Cortland County,NY,New York,42.6,-76.066667,google,47815.0,1299.0,36.80908391070054,10.77511559050409,3.632549388852392,0.10260378542298441,0.150622189689428,0.17990170448603995,0.1049043187284325,0.1067656593119314,0.13288716929833735,0.11538220223779148,0.06684094949283698,0.040092021332217925,0.22310153717452683,0.6122743908815226,0.16462407194395065,1.0,0.5126424762103943,0.4873575237896058,,87.5,1,,1,0.03238315521308234,0.15257603294452746,0.012059921296106765,0.6821837438232415,-0.49842700595530065,0.5527397884019338,0,0,0,0,0,0 +1386,US_NY_36025,36025,Delaware County,NY,New York,42.2,-74.96,google,45028.0,3802.0,11.843240399789584,10.715062005631752,2.5528176340073316,0.08734565159456338,0.12128009238695922,0.11317402505107933,0.095163009682864,0.10744425690681354,0.1531047348316603,0.15876787776494625,0.10486808208225992,0.05885226969885405,0.18436972550413075,0.5725259838322821,0.2431042906635871,1.0,0.49573598649729056,0.5042640135027094,,87.5,1,,1,-0.012915242881271716,-0.6009279569608802,-1.2613266461889119,-0.6265031110934894,1.3566204166032916,-0.2745418786492886,0,0,0,0,0,0 +1387,US_NY_36027,36027,Dutchess County,NY,New York,41.76,-73.75,google,293545.0,2138.0,137.29887745556596,12.589789635100736,4.92941712190289,0.09579451191469791,0.129264678328706,0.13568618099439608,0.11254492496891448,0.12631112776575992,0.16027866255599652,0.12342570985709175,0.07169599209661211,0.0449982115178252,0.19920625457766272,0.6223866868793541,0.1784070585429832,1.0,0.502761075814611,0.49723892418538895,,87.5,1,,1,1.4011911532431158,1.0576110167246955,-0.7735457752316984,1.0151235979662017,-0.17263670895020874,0.06921532348073912,0,0,0,0,0,0 +1388,US_NY_36029,36029,Erie County,NY,New York,42.75,-78.78,google,919034.0,3178.0,289.18628067967273,13.731079485487477,5.670523063935165,0.10977939880352632,0.12071479401197344,0.14150074970022872,0.12514770944274098,0.11424822150214246,0.1439217700324471,0.12491268005318629,0.07148484169247275,0.04828983476128196,0.20635123401310504,0.611417749506547,0.18223101648034784,1.0,0.5161190989669587,0.4838809010330412,,87.5,1,,1,2.2620656887727777,1.5748008481417197,-0.5386401396400882,0.6539794611857136,-0.0822493039275228,0.722860630668182,0,0,0,0,0,0 +1389,US_NY_36031,36031,Essex County,NY,New York,44.11,-73.77,google,37487.0,4964.0,7.551772763900081,10.531776160747578,2.1461386022635613,0.08461600021340732,0.09880758663003174,0.11171872915944193,0.11622695867900873,0.1197215034545309,0.1581614959852749,0.15826819964254274,0.09603329154106757,0.05644623469469416,0.16366206951743273,0.6047243044255342,0.23161362605703312,1.0,0.48254061407954757,0.5174593859204524,,87.5,1,,1,-0.15116769166135835,-0.8847338852895988,-1.9421326772095708,0.43360274066010435,1.085014041014282,-0.9202282320175605,0,0,0,0,0,0 +1390,US_NY_36033,36033,Franklin County,NY,New York,44.6,-74.31,google,50465.0,4396.0,11.47975432211101,10.829055121190493,2.5241076770192308,0.10329931635787179,0.11790349747349649,0.14471415832755374,0.1312394729020113,0.1251956801743783,0.14764688397899534,0.1203011988506886,0.07050430991776478,0.03919548201723967,0.19762211433666899,0.6325274943029823,0.16985039136034877,1.0,0.4504309917764788,0.5495690082235213,,87.5,1,,1,0.0730697243704353,-0.6209635510271592,-0.8256275864586111,1.3490021696811367,-0.3748917951591633,-2.491441554123044,0,0,0,0,0,0 +1391,US_NY_36035,36035,Fulton County,NY,New York,43.11,-74.42,google,53802.0,1380.0,38.98695652173913,10.893084506677013,3.688553313979502,0.10715215047767741,0.11601799189621204,0.11822980558343556,0.11895468569941638,0.12423329987732798,0.15490130478420877,0.13306196795658154,0.07867737258837962,0.048771421136760716,0.19996654399464706,0.6060536783019219,0.1939797777034311,1.0,0.5017657336158508,0.4982342663841493,,87.5,1,,1,0.12136706747944441,0.19165905596786778,-0.7485497244601088,0.4773713906878445,0.19545773589350376,0.0205104552644451,0,0,0,0,0,0 +1392,US_NY_36037,36037,Genesee County,NY,New York,43.0,-78.19,google,57798.0,1283.0,45.049103663289166,10.964726753472743,3.8297082980881934,0.10816983286618914,0.12014256548669504,0.12396622720509361,0.11595556939686494,0.11945050001730163,0.15680473372781065,0.1282916363888024,0.0766635523720544,0.050555382539188204,0.2042838852555452,0.6043513616388111,0.1913647531056438,1.0,0.502526038963286,0.4974739610367141,,87.5,1,,1,0.17540678921505398,0.29016578529546433,-0.6066084071868313,0.4213238756978967,0.1336460498509047,0.05771431520035181,0,0,0,0,0,0 +1393,US_NY_36039,36039,Greene County,NY,New York,42.29,-74.13,google,47442.0,1705.0,27.825219941348973,10.767284269446213,3.361250696354945,0.08728552759158552,0.10429577167910291,0.12665992158846592,0.10768938914885544,0.12160111293790313,0.15935247249272796,0.14584123772184984,0.09575903208127819,0.051515534758231105,0.17072214493486784,0.6090826693646979,0.22019518570043423,1.0,0.4765608532523924,0.5234391467476076,,87.5,1,,1,0.026475992474362917,-0.03675307248896173,-1.7100184327611359,0.5770986774343191,0.8151148396777299,-1.2128345973603498,0,0,0,0,0,0 +1394,US_NY_36041,36041,Hamilton County,NY,New York,43.65,-74.5,google,4471.0,4682.0,0.9549337889790688,8.405591014834934,0.6703563253339233,0.06374412883023932,0.08857078953254305,0.08096622679490047,0.07872959069559382,0.09751733392976962,0.17401028852605682,0.21874301051218967,0.13196152985909193,0.0657571013196153,0.13460076045627375,0.5583091031089241,0.30709013643480204,1.0,0.49630955043614405,0.503690449563856,,87.5,1,,1,-1.754948404612907,-1.9146265682715313,-2.897581931866965,-1.0945833764869992,2.869062407905042,-0.24647579636093428,0,0,0,0,0,0 +1395,US_NY_36043,36043,Herkimer County,NY,New York,43.41,-74.96,google,62163.0,3777.0,16.45830023828435,11.037531333035503,2.859815193913265,0.10982417193507392,0.12481701333590721,0.11640364847256407,0.10889114103244696,0.11537409713173431,0.1511349194858678,0.1392629055869247,0.08197802551356917,0.052314077505911875,0.2096777826037997,0.5863986615832569,0.20392355581294339,1.0,0.505847529881119,0.494152470118881,,87.5,1,,1,0.2303232581508681,-0.3866859609814807,-0.4292731333269157,-0.16975547356663093,0.43050014853563234,0.22024412418078687,0,0,0,0,0,0 +1396,US_NY_36045,36045,Jefferson County,NY,New York,43.99,-76.05,google,113157.0,4810.0,23.525363825363826,11.636540351169531,3.199707840218611,0.14821884638157604,0.11800418887033061,0.19510944970262556,0.14095460289686013,0.10205289995316243,0.11251623850049047,0.09393144038813331,0.056046024549961555,0.03316630875685994,0.24262219747784053,0.6211997490212714,0.13617805350088816,1.0,0.4738460722712691,0.5261539277287309,,87.5,1,,1,0.6821555513141415,-0.14948772727079665,0.6538410708640972,0.9760445483189661,-1.1708093470821617,-1.3456763979856972,0,0,0,0,0,0 +1397,US_NY_36047,36047,Kings County,NY,New York,40.692778,-73.990278,google,2594676.0,251.0,10337.354581673308,14.768972596700202,9.243616004033463,0.13743218806509946,0.11170835973354669,0.15822245243722144,0.16331673010425965,0.12358999736383271,0.11667237065437072,0.0981459727534382,0.05517259187659654,0.03573933701163459,0.2267988758519368,0.6332162088831129,0.13998491526495022,1.0,0.5259693310455718,0.47403066895442825,,87.5,1,,1,3.0449481000567453,4.068327388030562,0.13361740090285792,1.371677587005155,-1.0808260465935606,1.2048599429512294,0,0,0,0,0,0 +1398,US_NY_36049,36049,Lewis County,NY,New York,43.79,-75.45,google,26605.0,3341.0,7.963184675246932,10.188892033243851,2.1931255963409075,0.12678068032324752,0.12448787821838,0.11415147528660026,0.11588047359518887,0.11403871452734449,0.1513249389212554,0.13354632587859425,0.07280586355948131,0.04698364968990791,0.22637098289795152,0.5870663409133622,0.18656267618868633,1.0,0.49246382258973875,0.5075361774102612,,87.5,1,,1,-0.40980506927865534,-0.8519434377066039,0.11954955546967308,-0.14777262626596027,0.02013871573460481,-0.43465797952185375,0,0,0,0,0,0 +1399,US_NY_36051,36051,Livingston County,NY,New York,42.73,-77.77,google,63483.0,1659.0,38.265822784810126,11.05854318462745,3.6703544912694626,0.0921821590031977,0.13663500464691336,0.1571759368649875,0.10607564229793803,0.11333742891797804,0.15122158688152734,0.12828631287116235,0.07195627175779343,0.04312965675850228,0.2014901627207284,0.6192807523273948,0.1792290849518769,1.0,0.49725123261345555,0.5027487673865444,,87.5,1,,1,0.24617249046788722,0.17895878531076947,-0.6984576803215298,0.9128630038411227,-0.15320636081954267,-0.2003966625668343,0,0,0,0,0,0 +1400,US_NY_36053,36053,Madison County,NY,New York,42.91,-75.67,google,70942.0,1713.0,41.41389375364857,11.169632016691976,3.7474759914306763,0.09862986665163091,0.1431028163852161,0.13492712356572975,0.1056919737250148,0.11220433593639875,0.15629669307321473,0.1314313100842942,0.07539962222660765,0.042316258351893093,0.2131121197598038,0.6034563446195483,0.18343153562064785,1.0,0.5066674184545121,0.49333258154548787,147.0,147.0,0,,1,0.3299667576942846,0.23277896594193373,-0.3163623601390739,0.3918561034023952,-0.05387247250071945,0.26036355744594186,0,0,0,0,0,0 +1401,US_NY_36055,36055,Monroe County,NY,New York,43.3,-77.69,google,742724.0,3537.0,209.986994628216,13.518081134057613,5.351796494743339,0.11299352114648241,0.12770019549657746,0.1433601176210813,0.12595796015747437,0.11531336000990947,0.14133110011255864,0.11923002353498742,0.06972172704800168,0.04439199487292723,0.21515367754374437,0.6111175887678331,0.17372873368842262,1.0,0.5174640916410402,0.4825359083589597,,87.5,1,,1,2.101401106682933,1.3523736198072474,-0.2492420229615222,0.6440968912344084,-0.2832188990221759,0.7886748712626335,0,0,0,0,0,0 +1402,US_NY_36057,36057,Montgomery County,NY,New York,42.91,-74.44,google,49163.0,1063.0,46.24929444967074,10.802916927334872,3.8554377215461635,0.12493135081260297,0.12548054431177919,0.11740536582389195,0.12338547281492179,0.1156154018265769,0.13921038179118442,0.12954864430567703,0.0730427353904359,0.05138010292292985,0.22531578626202634,0.5854870532717694,0.18919716046620427,1.0,0.5073530907389704,0.4926469092610296,,87.5,1,,1,0.05335369387439882,0.3081213776419433,0.08485783400626637,-0.19976950186715223,0.0824103728287256,0.2939154135771289,0,0,0,0,0,0 +1403,US_NY_36059,36059,Nassau County,NY,New York,40.747222,-73.638056,google,1357293.0,1173.0,1157.1125319693094,14.121003569735507,7.054546831277893,0.11366153070855003,0.12718329793198668,0.12300439182991439,0.11587696982154921,0.12786922204711879,0.15126800182421923,0.12132236738861837,0.06951557254034317,0.050298645907700106,0.21540816905413937,0.6041164288035081,0.18047540214235247,1.0,0.5132429033377466,0.4867570966622535,,87.5,1,,1,2.5561852893327086,2.540658734729772,-0.2408751003493362,0.413588886143009,-0.12374699475761161,0.5821203613823676,0,0,0,0,0,0 +1404,US_NY_36061,36061,New York County,NY,New York,40.728333,-73.994167,google,1630698.0,33.0,49415.09090909091,14.3045193152156,10.808031377043196,0.08769802869691384,0.07721969365265671,0.18567999715459269,0.1852918198219413,0.12742212230590827,0.11912751472069016,0.10428172475835501,0.06900848593669705,0.04427061295224499,0.1494737836190392,0.6851062551128412,0.16541996126811953,0.9999999999999999,0.52644757030425,0.4735524296957499,85.0,85.0,0,,1,2.6946111520519995,5.160073759425692,-2.4086012439887674,3.0801189169367533,-0.47961446359076254,1.2282615229292464,0,0,0,0,0,0 +1405,US_NY_36063,36063,Niagara County,NY,New York,43.32,-78.79,google,210848.0,2952.0,71.42547425474255,12.258897516455374,4.282558091852719,0.10778380634390651,0.11757284868720595,0.1255881013810897,0.11567574745788435,0.11683772196084383,0.1553109348914858,0.13609804219153135,0.07590302018515709,0.04922977690089543,0.20184208529367126,0.6049760965245106,0.19318181818181818,1.0,0.5127437775079678,0.48725622249203215,,87.5,1,,1,1.1515993437192469,0.6061925436993386,-0.6868875146656142,0.44189280898143646,0.17659625999519832,0.5576967432608815,0,0,0,0,0,0 +1406,US_NY_36065,36065,Oneida County,NY,New York,43.24,-75.44,google,230011.0,3256.0,70.64219901719902,12.345886760457365,4.2716842721038715,0.11619444287447123,0.12479837920795092,0.13061549230254205,0.11803783297320562,0.11682049988913573,0.14309750403241583,0.12436796501036906,0.07385733725778332,0.0522105464521262,0.21603314624083195,0.5957149875440739,0.18825186621509407,0.9999999999999999,0.5014108020920739,0.49858919790792616,,87.5,1,,1,1.2172153000873107,0.5986041158055562,-0.22032771255112515,0.1369776567934616,0.06006632623087028,0.0031426664648832887,0,0,0,0,0,0 +1407,US_NY_36067,36067,Onondaga County,NY,New York,43.01,-76.2,google,461795.0,2087.0,221.2721609966459,13.042878514106683,5.4039025814440045,0.11588475405753636,0.13114910295693977,0.1386047921696857,0.12321268095150445,0.11447503762492015,0.14423932697409023,0.12068775105837005,0.06636278002143808,0.045383774185515216,0.22080403642308818,0.6071055338407735,0.17209042973613833,1.0,0.5179614331034333,0.48203856689656666,,87.5,1,,1,1.7429559364274445,1.38873648868753,-0.06347505807860795,0.5120029550486785,-0.32194370858099663,0.8130111753141698,0,0,0,0,0,0 +1408,US_NY_36069,36069,Ontario County,NY,New York,42.85,-77.29,google,109538.0,1716.0,63.833333333333336,11.604035929210776,4.171819874390391,0.10504117292629042,0.12603845240920958,0.11958407128119922,0.11119428873998065,0.11819642498493674,0.15323449396556446,0.13789735069108439,0.08214500903795943,0.046668735963775125,0.20587193485365812,0.5963656447990652,0.19776242034727676,1.0,0.5104164764739177,0.48958352352608225,,87.5,1,,1,0.6576374771834362,0.5289125264001805,-0.5543980679456484,0.1584000648816248,0.28486856579949094,0.4438154165129208,0,0,0,0,0,0 +1409,US_NY_36071,36071,Orange County,NY,New York,41.4,-74.31,google,379758.0,2172.0,174.84254143646407,12.847292119979684,5.169588943669974,0.13600240152939502,0.14987966020465665,0.13463310845327814,0.11570263167596206,0.12708356374322594,0.14244861201080689,0.10377398237825142,0.057473443614091076,0.03300259639033279,0.2559061296931203,0.60173083911333,0.14236303119354957,0.9999999999999999,0.4986017411088114,0.5013982588911886,,87.5,1,,1,1.5954251876496954,1.225217855323526,1.0905771830364048,0.3350451129323384,-1.024614202438876,-0.13431251746255107,0,0,0,0,0,0 +1410,US_NY_36073,36073,Orleans County,NY,New York,43.37,-78.23,google,40786.0,2117.0,19.265942371280115,10.61611868216876,3.00894176140618,0.10172608247928211,0.11886431618692689,0.13180993478154268,0.11663315843671848,0.12359633207473153,0.16012847545726475,0.13176089834747218,0.07365272397391262,0.04182807826214878,0.1968175354288236,0.6218212131613788,0.18136125140979747,1.0,0.5013975383710096,0.49860246162899036,,87.5,1,,1,-0.0875481572115801,-0.282616164846853,-0.8520797437305407,0.9965057947269849,-0.10280805718635193,0.00249363562172547,0,0,0,0,0,0 +1411,US_NY_36075,36075,Oswego County,NY,New York,43.47,-76.2,google,118427.0,3399.0,34.84171815239777,11.682060459960008,3.5791125264776946,0.11282055612318137,0.13567851925658844,0.13822016938704856,0.11289655230648417,0.11759142763052345,0.15667879790926056,0.12300404468575578,0.06730728634517466,0.03580264635598301,0.22136337152845215,0.6140246734275123,0.16461195504403556,1.0,0.49824786577385227,0.5017521342261477,,87.5,1,,1,0.7164913534760396,0.115284466009795,-0.04508578633592619,0.7398104999719697,-0.4987134147386043,-0.15162862399922528,0,0,0,0,0,0 +1412,US_NY_36077,36077,Otsego County,NY,New York,42.63,-75.04,google,59920.0,2597.0,23.07277628032345,11.0007823069704,3.181081587076451,0.0860981308411215,0.13130841121495326,0.16346795727636848,0.09554405874499332,0.10255340453938584,0.1415053404539386,0.1391355140186916,0.0881675567423231,0.0522196261682243,0.19114485981308413,0.5989002002670226,0.2099549399198932,1.0,0.5146862483311081,0.48531375166889185,,87.5,1,,1,0.20260348062525343,-0.1624862854743756,-1.038580416414117,0.2418484259659872,0.5730647810582306,0.6527472551078389,0,0,0,0,0,0 +1413,US_NY_36079,36079,Putnam County,NY,New York,41.43,-73.75,google,98856.0,638.0,154.94670846394985,11.501429640456744,5.049514336476148,0.09631180707291413,0.12758962531358745,0.11637128752933559,0.10923970219308894,0.13654204094845027,0.174789592943271,0.1273873108359634,0.07340980820587521,0.03835882495751396,0.1983835073237841,0.626154204094845,0.1754622885813709,1.0,0.5003237031641984,0.49967629683580156,,87.5,1,,1,0.580241589413456,1.1414223244420099,-0.8005952535891747,1.139166311161666,-0.2422426302439787,-0.05005211427102531,0,0,0,0,0,0 +1414,US_NY_36081,36081,Queens County,NY,New York,40.704167,-73.917778,google,2295808.0,461.0,4980.060737527115,14.646595844807958,8.513398146840961,0.11816232019402319,0.10305260718666369,0.14233289543376448,0.15075868713760035,0.13390666815343444,0.13770925094781444,0.11097879265165031,0.06235538860392507,0.040743389691123996,0.20060440594335416,0.6408074194357717,0.1585881746208742,1.0,0.5149751198706513,0.4850248801293488,,87.5,1,,1,2.9526393588468203,3.558735939575216,-0.727578724076611,1.6216125705848188,-0.6410983179708939,0.6668825447423093,0,0,0,0,0,0 +1415,US_NY_36083,36083,Rensselaer County,NY,New York,42.71,-73.49,google,159200.0,1723.0,92.39698200812536,11.977922833779727,4.536859032165897,0.10665201005025125,0.12184045226130653,0.1427386934673367,0.12888819095477386,0.11983668341708542,0.14571608040201006,0.125678391959799,0.06735552763819096,0.04129396984924623,0.20412437185929647,0.6243869346733668,0.1714886934673367,1.0,0.5063128140703518,0.4936871859296482,,87.5,1,,1,0.9396602387127269,0.7836595602086135,-0.611852732390248,1.0809802747220243,-0.33616702921785935,0.24301177649968933,0,0,0,0,0,0 +1416,US_NY_36085,36085,Richmond County,NY,New York,40.576281,-74.144839,google,475671.0,265.0,1794.9849056603773,13.072483820061573,7.493308844406102,0.11736263089404231,0.12456508805455872,0.13264840614626497,0.12647397045436867,0.1309833897799109,0.14437920327285036,0.11843900511067523,0.06654599502597383,0.038602311261355014,0.2170147013376893,0.6186174898196443,0.16436780884266647,1.0,0.5154676236306186,0.48453237636938135,,87.5,1,,1,1.7652872083690052,2.846854163388324,-0.1880571054795757,0.8910255771443267,-0.5044843311423309,0.6909821265294728,0,0,0,0,0,0 +1417,US_NY_36087,36087,Rockland County,NY,New York,41.15,-74.03,google,324622.0,516.0,629.1124031007752,12.690419787991123,6.445898221091325,0.1555655500859461,0.15054740590594598,0.1255953077733487,0.11236453475118753,0.11323323742691499,0.1310231592436742,0.10350191915520206,0.06460745112777322,0.04356143453000721,0.2760034748107029,0.5640766799539156,0.15991984523538147,1.0,0.5093554965467528,0.49064450345324717,,87.5,1,,1,1.4770964424213515,2.1159058698001205,1.751318011082949,-0.9046901817128769,-0.6096214416135066,0.39189871128625414,0,0,0,0,0,0 +1418,US_NY_36089,36089,St. Lawrence County,NY,New York,44.5,-75.07,google,108699.0,7308.0,14.873973727422003,11.596347073109301,2.7646808955975146,0.10879584908784809,0.1428348006881388,0.14612829924838314,0.11325771166248079,0.11363490004507862,0.13946770439470466,0.12108667053054765,0.07177618929336976,0.04301787504944848,0.22306368963835915,0.6015989107535488,0.17533739960809208,1.0,0.4896825177784524,0.5103174822215476,,87.5,1,,1,0.6518377757115728,-0.45307659276210843,0.010815607072479699,0.33070146942424555,-0.24519464760283038,-0.5707549765865482,0,0,0,0,0,0 +1419,US_NY_36091,36091,Saratoga County,NY,New York,43.11,-73.87,google,229276.0,2185.0,104.93180778032037,12.342686158538156,4.662795564263979,0.10742511209197649,0.12000383816884454,0.11830283152183395,0.1238768994574225,0.13359880667841378,0.1545342731031595,0.1262801165407631,0.07589542734520839,0.040082695092377746,0.2034281826270521,0.6174536366649801,0.1791181807079677,0.9999999999999999,0.504745372389609,0.49525462761039096,,87.5,1,,1,1.214801087177522,0.8715459069655187,-0.63474136007211,0.8527065742550911,-0.15582781926054828,0.1663124859517892,0,0,0,0,0,0 +1420,US_NY_36093,36093,Schenectady County,NY,New York,42.81,-74.07,google,154710.0,543.0,284.9171270718232,11.949314139398513,5.655702003346588,0.1175424988688514,0.12405791480835111,0.13143946739060178,0.12835627949065995,0.12187964578889535,0.14350074332622326,0.11839570809902399,0.06600736862516968,0.048820373602223514,0.2167888307155323,0.6091855730075626,0.17402559627690517,1.0,0.5123262878934781,0.4876737121065219,,87.5,1,,1,0.9180807105331045,1.5644577900275076,-0.19548305856154982,0.580486703640583,-0.2762019183281499,0.5372678127074301,0,0,0,0,0,0 +1421,US_NY_36095,36095,Schoharie County,NY,New York,42.59,-74.44,google,31255.0,1622.0,19.269420468557335,10.349966636734907,3.0091133694561436,0.09214525675891858,0.1254839225723884,0.11895696688529835,0.10254359302511598,0.11505359142537194,0.1551751719724844,0.14989601663733804,0.09115341545352744,0.04959206526955687,0.19253239481682932,0.5917741161414174,0.2156934890417533,1.0,0.498384258518637,0.501615741481363,,87.5,1,,1,-0.2883065521237026,-0.28249640607365095,-0.9929623996086991,0.0072273854131543755,0.7087076338866839,-0.14495454681383893,0,0,0,0,0,0 +1422,US_NY_36097,36097,Schuyler County,NY,New York,42.39,-76.88,google,17913.0,886.0,20.21783295711061,9.79333780903514,3.0548420053088803,0.1032211243231173,0.10841288449729247,0.10885948752302797,0.10657064701613353,0.12298330821191314,0.16077708926477977,0.15625523362920785,0.08435214648579244,0.04856807904873556,0.1899514319209513,0.5990007257299168,0.2110478423491319,1.0,0.5009769441187965,0.4990230558812036,,87.5,1,,1,-0.7081714824444951,-0.2505841191437245,-1.0778167697258694,0.24515815235857114,0.598897861897492,-0.018087213509446066,0,0,0,0,0,0 +1423,US_NY_36099,36099,Seneca County,NY,New York,42.79,-76.83,google,34246.0,842.0,40.672209026128264,10.441354248613159,3.7298344564153427,0.10669859253635461,0.11376511125386907,0.1386731297085791,0.12121123634877067,0.11332710389534544,0.1457688489166618,0.13464346201016178,0.08038895053436898,0.04552356479588857,0.19771068153944987,0.6090550721252117,0.19323424633533842,1.0,0.47663960754540674,0.5233603924545932,,87.5,1,,1,-0.21937290840278814,0.22046760530772014,-0.8227157607144231,0.5761900587693538,0.17783551126951852,-1.2089809302823251,0,0,0,0,0,0 +1424,US_NY_36101,36101,Steuben County,NY,New York,42.26,-77.39,google,96360.0,3637.0,26.494363486389883,11.475856834425063,3.31398101953323,0.11425902864259029,0.12383769198837692,0.11432129514321294,0.1159090909090909,0.1187214611872146,0.14989622249896223,0.13382108758821087,0.08006434205064342,0.0491697799916978,0.21332918223329184,0.5905261519302615,0.19614466583644666,0.9999999999999999,0.5013906185139062,0.4986093814860938,,87.5,1,,1,0.5609520307555451,-0.06974079367700096,-0.30922599274172813,-0.03386091169830143,0.24662948613575097,0.002155027725146482,0,0,0,0,0,0 +1425,US_NY_36103,36103,Suffolk County,NY,New York,40.94,-72.68,google,1483358.0,6146.0,241.35340058574684,14.209819668695399,5.4903969939063595,0.11012243841338369,0.12930661377765854,0.12702125852289198,0.11328418358885717,0.13200117571078593,0.15927780077365006,0.11575492901915789,0.07013006974715477,0.04310153044645999,0.21356772943551053,0.6153232058612957,0.1711090647031937,1.0,0.5077027932569211,0.49229720674307886,,87.5,1,,1,2.6231792417574535,1.4490976706222605,-0.301383271476805,0.7825637183505126,-0.3451403650716795,0.31102733254621406,0,0,0,0,0,0 +1426,US_NY_36105,36105,Sullivan County,NY,New York,41.72,-74.76,google,74994.0,2582.0,29.044926413632844,11.22517672362946,3.4026938085777942,0.11558257993972851,0.11944955596447716,0.11795610315491906,0.1155159079393018,0.12014294476891485,0.15479905059071392,0.1346107688615089,0.08321999093260794,0.03872309784782783,0.21114222471131025,0.5996093020774995,0.18924847321119023,1.0,0.48746566391978025,0.5125343360802197,,87.5,1,,1,0.3718641107371897,-0.00783149055540486,-0.3811266400920357,0.26519507774549556,0.0836232590423925,-0.6792318151812438,0,0,0,0,0,0 +1427,US_NY_36107,36107,Tioga County,NY,New York,42.17,-76.3,google,48609.0,1354.0,35.90029542097489,10.7915845500395,3.608219557002913,0.10697607438951634,0.12565574276368574,0.10578287971363327,0.11076138163714538,0.11586331749264539,0.16256248842806886,0.13450184122281883,0.0852928470036413,0.052603427348844864,0.20750066860046495,0.5873521364356394,0.20514719496389558,0.9999999999999999,0.5043716184245716,0.49562838157542843,,87.5,1,,1,0.04480568563854726,0.13559716269268354,-0.5008501551125755,-0.13836302042351803,0.45942347074533074,0.14802366263540606,0,0,0,0,0,0 +1428,US_NY_36109,36109,Tompkins County,NY,New York,42.45,-76.47,google,102664.0,1273.0,80.64728986645719,11.539226539389599,4.402408626783023,0.0814793890750409,0.15360788591911478,0.25067209537910073,0.11273669445959636,0.09592456946933686,0.10954180628068262,0.1062300319488818,0.057546949271409645,0.03226057819683628,0.20436569781033273,0.6527117587469804,0.14292254344268682,1.0,0.5086398348009039,0.4913601651990961,,87.5,1,,1,0.6087517770772274,0.6898317030155713,-0.6039186541433994,2.013554123204725,-1.0113889366001059,0.3568793872161725,0,0,0,0,0,0 +1429,US_NY_36111,36111,Ulster County,NY,New York,41.89,-74.26,google,178635.0,3006.0,59.42614770459082,12.093105494861646,4.1014219202791,0.09236711730623898,0.11450163741707951,0.13004170515296554,0.11619223556413917,0.12440451199373023,0.1578526044728077,0.1368992638620651,0.08125507319394296,0.04648585103703082,0.1839684272399026,0.6198410165980911,0.1961905561620063,1.0,0.5042013043356565,0.4957986956643435,,87.5,1,,1,1.0265424797370963,0.47978445448231094,-1.2745201374609396,0.9313092898880452,0.24771420189646934,0.13968971952888465,0,0,0,0,0,0 +1430,US_NY_36113,36113,Warren County,NY,New York,43.56,-73.84,google,64365.0,2413.0,26.674264401160382,11.07234082236705,3.320502898337578,0.09497397654004505,0.10743416453041249,0.115994717626039,0.1103394702089645,0.11879126854657034,0.15904606540821875,0.14865221782024393,0.09223957119552552,0.052528548123980424,0.18092130816437504,0.599984463605997,0.2190942282296279,0.9999999999999999,0.5099510603588907,0.4900489396411093,,87.5,1,,1,0.25658004379578175,-0.06518942091362352,-1.374700333867034,0.27754699313689496,0.7890913607439882,0.42104130869717193,0,0,0,0,0,0 +1431,US_NY_36115,36115,Washington County,NY,New York,43.323151,-73.428187,google,61559.0,2191.0,28.0963030579644,11.027767587952816,3.370611123425206,0.10013158108481295,0.11200636787472182,0.12077844019558473,0.11873162332071671,0.12826719082506213,0.15602917526275606,0.1359346318166312,0.08104420149775013,0.047076788121964294,0.18973667538459038,0.6141750190873796,0.19608830552803003,1.0,0.48300004873373514,0.5169999512662649,,87.5,1,,1,0.22295846864517013,-0.030220784156224555,-1.0848773247809433,0.7447605194411357,0.24529728999042197,-0.8977468137534955,0,0,0,0,0,0 +1432,US_NY_36117,36117,Wayne County,NY,New York,43.28,-77.05,google,90429.0,3585.0,25.22426778242678,11.412331349734526,3.266685233298743,0.11518428822612214,0.12116688230545511,0.11425538267591148,0.11151289962290858,0.12081301352442247,0.1609992369704409,0.13469130478054606,0.07848146059339371,0.042895531300799525,0.21211779407048623,0.5991595616450475,0.18872264428446628,1.0,0.5041856041756516,0.4958143958243484,,87.5,1,,1,0.5130347798409497,-0.10274673563757007,-0.3490528262411291,0.25038770719237013,0.071194170398913,0.1389214669369988,0,0,0,0,0,0 +1433,US_NY_36119,36119,Westchester County,NY,New York,41.15,-73.775,google,969689.0,1295.0,748.7945945945946,13.78473171177169,6.619799295146184,0.11659614577457308,0.1317339889387216,0.11809353308122501,0.12065517913475352,0.1359951489601305,0.1470182708064132,0.11321568049137404,0.06711017656176362,0.04958187625104544,0.22198333692555033,0.6047167700159535,0.17329989305849608,1.0,0.51572617612451,0.48427382387548995,0.0,0.0,0,,1,2.302535544319905,2.237264857864684,-0.024703171247106234,0.4333546758064467,-0.2933554623270713,0.7036338207484649,0,0,0,0,0,0 +1434,US_NY_36121,36121,Wyoming County,NY,New York,42.833333,-78.083333,google,40282.0,1544.0,26.08937823834197,10.603684822708555,3.2991417041297324,0.10133558413187031,0.10940370388759248,0.12683084255995233,0.13271436373566356,0.13092696489747283,0.15448587458418153,0.13196961421975076,0.07464872647832779,0.037684325505188423,0.1888585472419443,0.6328235936646641,0.1783178590933916,1.0,0.4592870264634328,0.5407129735365672,,87.5,1,,1,-0.09692701305965287,-0.08009659113671806,-1.1137475617554442,1.3587510218024865,-0.1747451282660323,-2.058091091453773,0,0,0,0,0,0 +1435,US_NC_37001,37001,Alamance County,NC,North Carolina,36.04,-79.4,google,163276.0,1126.0,145.00532859680285,12.003203423968536,4.983643118280704,0.11954604473406992,0.14237854920502707,0.13063769323109337,0.11523432715157157,0.12626472966020727,0.1386119209191798,0.11340307209877754,0.07102697273328597,0.042896690266787524,0.2334488840980916,0.5959259168524461,0.17062519904946227,1.0,0.5244800215585879,0.4755199784414121,,103.0,1,,1,0.958729379062421,1.0954532904597512,0.35224985854207835,0.1439223480069082,-0.3565775622210107,1.1319838784307343,0,0,0,0,0,0 +1436,US_NC_37003,37003,Alexander County,NC,North Carolina,35.92,-81.18,google,37143.0,682.0,54.461876832844574,10.522557529699757,4.0156958808130945,0.10400344614059177,0.11924184906981126,0.11636109091888108,0.11291495032711413,0.13520717228010662,0.14573405486901975,0.13329564117061088,0.09035349864038984,0.04288829658347468,0.1993969253964408,0.6007134587943892,0.19988961580916997,1.0,0.49029426809896887,0.5097057319010312,,103.0,1,,1,-0.15812130184094841,0.41995949102581515,-0.7672770868080957,0.30154861964646973,0.3351493693349684,-0.5408203282021631,0,0,0,0,0,0 +1437,US_NC_37005,37005,Alleghany County,NC,North Carolina,36.49,-81.13,google,10988.0,610.0,18.01311475409836,9.304650051446924,2.945128991269029,0.09109938114306516,0.10083727702948671,0.09483072442664725,0.0940116490717146,0.11749180924645067,0.15134692391700036,0.1700946487076811,0.11558063341827449,0.06470695303967965,0.17176920276665453,0.5628958864215509,0.26533491081179467,1.0,0.5022752093192574,0.4977247906807426,,103.0,1,,1,-1.0767884873098488,-0.3271486857155753,-1.675594290928487,-0.9435669339878088,1.8820885572456318,0.045440521551929326,0,0,0,0,0,0 +1438,US_NC_37007,37007,Anson County,NC,North Carolina,34.97,-80.1,google,24829.0,1391.0,17.849748382458664,10.119807878502213,2.936499565394248,0.10411212694832656,0.11434209996375207,0.14330017318458255,0.12424986910467599,0.12622336783599822,0.13975593056506505,0.1307744975633332,0.0776914092391961,0.03955052559507028,0.19558580691932823,0.6217850094647388,0.18262918361593297,1.0,0.47919771235249103,0.5208022876475089,,103.0,1,,1,-0.46191522307132604,-0.33317083593766794,-0.892575307225666,0.9953138148362307,-0.07283777410937353,-1.083805731574093,0,0,0,0,0,0 +1439,US_NC_37009,37009,Ashe County,NC,North Carolina,36.43,-81.5,google,26787.0,1105.0,24.241628959276017,10.195709305029942,3.2284945743890483,0.09340351663120171,0.10340836973158622,0.09299286967558891,0.10288572815171539,0.12162616194422668,0.15134206891402546,0.16567738081905403,0.11229327658939038,0.05637062754321126,0.17613021241647067,0.5723671930414007,0.25150259454212864,1.0,0.5081569418001269,0.49184305819987306,,103.0,1,,1,-0.40466280355146844,-0.1293985533102852,-1.5322172871362028,-0.6317311802448126,1.5551322482204764,0.3332500866653603,0,0,0,0,0,0 +1440,US_NC_37013,37013,Beaufort County,NC,North Carolina,35.48,-76.84,google,47033.0,2483.0,18.942005638340717,10.758626023416777,2.9928283431435343,0.10469244998192759,0.1203622988114728,0.10160950821763443,0.10065273318733656,0.11742818871855931,0.14151765781472583,0.15665596496077222,0.10722258839538197,0.049858609912189315,0.2009822890311058,0.5636085301809368,0.2354091807879574,1.0,0.5237386515850573,0.4762613484149427,,103.0,1,,1,0.019945080518415797,-0.29386111054511155,-0.7151550540423357,-0.9201036661644845,1.1747300756488723,1.0957065791207106,0,0,0,0,0,0 +1441,US_NC_37015,37015,Bertie County,NC,North Carolina,36.06,-76.96,google,19263.0,1920.0,10.0328125,9.865993348108548,2.400873787162629,0.09328764989876966,0.10294346674972746,0.12817318174739137,0.10912111301458755,0.11446815137828999,0.15039194310335877,0.15054768208482583,0.09282043295436848,0.05824637906868089,0.17564242329855162,0.5980169236359861,0.22634065306546228,1.0,0.49634013393552406,0.503659866064476,,103.0,1,,1,-0.6533674346977445,-0.706963825893427,-1.5482543399807576,0.2127671972550953,0.9603760734242768,-0.24497926048739072,0,0,0,0,0,0 +1442,US_NC_37017,37017,Bladen County,NC,North Carolina,34.62,-78.56,google,33443.0,2298.0,14.553089643167972,10.417627677269948,2.744259309767794,0.1075561402984182,0.12259665699847502,0.11135364650300511,0.10438656819065276,0.12077265795532698,0.14313907245163413,0.15070418323714976,0.09263523009299406,0.04685584427234399,0.20563346589719822,0.5795233681188888,0.21484316598391293,1.0,0.5239960529856771,0.47600394701432286,,103.0,1,,1,-0.2372698528800185,-0.46732804580481185,-0.5622382167231534,-0.3961194173937934,0.6886084340816473,1.10830194713735,0,0,0,0,0,0 +1443,US_NC_37019,37019,Brunswick County,NC,North Carolina,34.04,-78.22,google,130859.0,2720.0,48.109926470588235,11.78188332842373,3.8940611828109413,0.08522149794817323,0.08672693509808267,0.08483940730098809,0.09381089569689513,0.10139921594999197,0.1404794473440879,0.21903728440535233,0.14110607600547154,0.04737924025095714,0.15460304602663938,0.5473929955142558,0.2980039584591048,1.0,0.5204609541567642,0.47953904584323587,,103.0,1,,1,0.7917877082932011,0.335075231723176,-2.239966378505928,-1.4539881319606434,2.654291204285697,0.9353197076540601,0,0,0,0,0,0 +1444,US_NC_37021,37021,Buncombe County,NC,North Carolina,35.61,-82.53,google,257071.0,1709.0,150.42188414277356,12.457111480283116,5.020069875754353,0.10188235934819563,0.10703268746766458,0.12570068191277897,0.13775960726803102,0.129034391277118,0.13365957264724532,0.1360869176219799,0.08205904205452969,0.046784740402456906,0.1875085093223273,0.6156042494096962,0.19688724126797655,1.0,0.5207005068638625,0.4792994931361375,,103.0,1,,1,1.3011120674045387,1.1208741479760234,-1.1581327861561326,0.7918168689735087,0.26418184089199725,0.9470416893449911,0,0,0,0,0,0 +1445,US_NC_37023,37023,Burke County,NC,North Carolina,35.75,-81.71,google,90157.0,1334.0,67.5839580209895,11.409318965681459,4.22805865929458,0.09828410439566534,0.11903679137504575,0.12393935024457335,0.10759009283804918,0.1283649633417261,0.15541777122131392,0.1341992302317069,0.08611644131903236,0.047051255032887075,0.19351353749570194,0.6062191510365252,0.20026731146777288,1.0,0.4999168117838881,0.5000831882161119,,103.0,1,,1,0.5107625396018536,0.5681594491868673,-0.9607053516117011,0.4828194578859646,0.3440770121146844,-0.06996244368440918,0,0,0,0,0,0 +1446,US_NC_37025,37025,Cabarrus County,NC,North Carolina,35.39,-80.55,google,206988.0,945.0,219.03492063492064,12.240420930738903,5.393786263914793,0.1359112605561675,0.14555433165207646,0.11733530446209442,0.1350174889365567,0.15003768334396198,0.13323477689527896,0.097483912110847,0.05682455021547143,0.028600691827545557,0.2523547258778287,0.6134780760237308,0.1341671980984405,1.0,0.5125321274663266,0.48746787253367346,,103.0,1,,1,1.13766246156661,1.381676692967708,0.9738176068876873,0.7218141853932671,-1.2183402050780405,0.547340116767049,0,0,0,0,0,0 +1447,US_NC_37027,37027,Caldwell County,NC,North Carolina,35.95,-81.55,google,81933.0,1228.0,66.72068403908794,11.31366932410936,4.215391658204586,0.10468309472373769,0.12100130594510149,0.11414204288870175,0.10723395945467638,0.13628208414192083,0.1518069642268683,0.13530567658940842,0.08834047331356108,0.04120439871602407,0.20148413947981889,0.6013181501958919,0.19719771032428937,1.0000000000000002,0.5054129593692407,0.49458704063075926,,103.0,1,,1,0.43861404837146534,0.5593196277973261,-0.6986557065365739,0.32145763606182876,0.27152043948529087,0.19897937770657528,0,0,0,0,0,0 +1448,US_NC_37031,37031,Carteret County,NC,North Carolina,34.733333,-76.766667,google,68921.0,3472.0,19.850518433179722,11.140730709373459,3.03737881283639,0.09005963349342,0.10645521684247182,0.0978366535598729,0.10570072982109951,0.11796114391839933,0.15420553967586076,0.16568244802019705,0.1097488428780778,0.052349791790600834,0.17522380696739745,0.5798363343538254,0.24493985867877716,1.0,0.5093077581578909,0.4906922418421091,,103.0,1,,1,0.30816651167825543,-0.2627710212566439,-1.5620171976946666,-0.38581523596617234,1.4000079831909127,0.3895627388525766,0,0,0,0,0,0 +1449,US_NC_37033,37033,Caswell County,NC,North Carolina,36.399997,-79.33,google,22616.0,1110.0,20.374774774774774,10.026457114879811,3.0622114779146687,0.0948885744605589,0.10983374602051645,0.11460912628227804,0.10757870534135125,0.1276972055182172,0.1546250442164839,0.1521047046338875,0.0922798019101521,0.04638309161655465,0.18275557127697203,0.6025291828793774,0.2147152458436505,1.0,0.49115670321896004,0.50884329678104,,103.0,1,,1,-0.5323296714671847,-0.24544124269590065,-1.3143952278551836,0.3613299899850624,0.6855847686235418,-0.4986189738171171,0,0,0,0,0,0 +1450,US_NC_37035,37035,Catawba County,NC,North Carolina,35.66,-81.21,google,157852.0,1071.0,147.3874883286648,11.969419499190396,4.999827016725213,0.11769252210931759,0.1307300509337861,0.12178496313002053,0.1123077312926032,0.1324341788510757,0.14512961508248232,0.1232863695106809,0.07783873501761143,0.03879583407242227,0.22227656285634648,0.5994456832982794,0.17827775384537414,1.0,0.511631148164103,0.4883688518358969,,103.0,1,,1,0.9332461764019444,1.1067474216135684,-0.01506277630014089,0.2598080506548848,-0.1756931013754298,0.5032526881067734,0,0,0,0,0,0 +1451,US_NC_37037,37037,Chatham County,NC,North Carolina,35.7,-79.26,google,71189.0,1836.0,38.7739651416122,11.17310763809792,3.683212556075506,0.10472123502226467,0.11698436556209527,0.0874292376631221,0.10181348242003681,0.12975319220666115,0.14483979266459707,0.14996698928205202,0.10587309837193949,0.05861860680723145,0.19830872747194092,0.5622160727078621,0.23947519982019694,1.0,0.5205298571408504,0.4794701428591496,,103.0,1,,1,0.33258841770686126,0.18793194284766732,-0.8030537923135175,-0.9659492968783385,1.2708391111343063,0.9386913227265543,0,0,0,0,0,0 +1452,US_NC_37039,37039,Cherokee County,NC,North Carolina,35.14,-84.06,google,27954.0,1209.0,23.121588089330025,10.238351353460745,3.183107210874386,0.0894684123917865,0.10102310939400444,0.08764398654933105,0.09018387350647493,0.11171925305859627,0.143915003219575,0.17972383200973027,0.13522215067611076,0.061100379194390785,0.17028689990699009,0.5435286542176433,0.2861844458753667,1.0,0.5128783000643915,0.4871216999356085,,103.0,1,,1,-0.3724979213136551,-0.16107267917175225,-1.7243279924786277,-1.5812187062959564,2.3749118050935247,0.5642793069167714,0,0,0,0,0,0 +1453,US_NC_37041,37041,Chowan County,NC,North Carolina,36.13,-76.6,google,14029.0,604.0,23.22682119205298,9.548953173096507,3.1874603331576115,0.10464038776819445,0.11975194240501817,0.10243067930714947,0.10342861216052462,0.10456910685009622,0.14220543160595908,0.1570318625703899,0.10407014042340865,0.06187183690925939,0.200441941692209,0.555100149689928,0.24445790861786298,1.0,0.5254829282201154,0.4745170717798845,,103.0,1,,1,-0.8925107279770521,-0.15803479962969216,-0.7329200645970413,-1.2002357904888457,1.3886160651651147,1.1810588968955222,0,0,0,0,0,0 +1454,US_NC_37043,37043,Clay County,NC,North Carolina,35.06,-83.76,google,11004.0,571.0,19.271453590192646,9.306104993960561,3.0092136692984246,0.08678662304616504,0.10487095601599418,0.08269720101781171,0.09014903671392221,0.10523446019629226,0.13595056343147946,0.19020356234096691,0.14085786986550344,0.06324972737186478,0.1706833878589604,0.5301072337331879,0.29920937840785167,1.0,0.5129043984005816,0.4870956015994184,,103.0,1,,1,-1.0756910246799782,-0.28242641060393686,-1.7112926499414611,-2.0231090326317522,2.6827838767769885,0.5655563712534228,0,0,0,0,0,0 +1455,US_NC_37045,37045,Cleveland County,NC,North Carolina,35.34,-81.56,google,97134.0,1214.0,80.01153212520593,11.48385704247288,4.394591516454642,0.11689006938867956,0.13102518170774394,0.12744250211048655,0.10480367327609282,0.12515699960878787,0.14470731154899416,0.1285337780797661,0.08235015545535034,0.039090328824098665,0.2217102147548747,0.5925824119257932,0.18570737331933207,1.0,0.5200650647559042,0.4799349352440958,,103.0,1,,1,0.5669865848917904,0.6843764371168563,-0.0336826144598419,0.03383992529649627,-7.819254097821024e-05,0.9159477357622533,0,0,0,0,0,0 +1456,US_NC_37047,37047,Columbus County,NC,North Carolina,34.26,-78.67,google,56047.0,2470.0,22.691093117408908,10.933963745437268,3.1650991596730185,0.11021107284957268,0.124003068852927,0.12682213142541082,0.11590272449908112,0.12282548575302871,0.13681374560636608,0.1294984566524524,0.0895498420968116,0.04437347226434957,0.20941352793191428,0.5919139293806983,0.19867254268738738,1.0,0.5055043088836155,0.4944956911163845,,103.0,1,,1,0.15220226299845746,-0.17363981760198072,-0.4379610395998686,0.0118306327373452,0.3063812492346196,0.2034493640738673,0,0,0,0,0,0 +1457,US_NC_37049,37049,Craven County,NC,North Carolina,35.109167,-77.069167,google,102492.0,2005.0,51.118204488778055,11.537549782545621,3.9535143021002757,0.124595090348515,0.11831167310619366,0.17405260898411584,0.1168091168091168,0.10034929555477501,0.11926784529524255,0.12017523318893182,0.08215275338563009,0.044286383327479216,0.21924442883346995,0.5942288178589549,0.18652675330757523,1.0,0.49281895172306134,0.5071810482769387,,103.0,1,,1,0.6074869999754542,0.3765653170113169,-0.11475030882257185,0.08804662092373082,0.019289601790948827,-0.4172805211363999,0,0,0,0,0,0 +1458,US_NC_37051,37051,Cumberland County,NC,North Carolina,35.05,-78.83,google,330994.0,1705.0,194.13137829912023,12.709858548504926,5.273673066573583,0.14538329999939575,0.13243442479319867,0.19815464932899085,0.13870039940301032,0.10780557955733337,0.112183302416358,0.08868438702816366,0.0503997051306066,0.026254252342942774,0.2513308398339547,0.6276730091784141,0.1209961509876312,1.0,0.5033384290953915,0.49666157090460855,,103.0,1,,1,1.491759092687558,1.2978542314806096,0.9401552844019809,1.1891718433477794,-1.5296660065846468,0.0974668288320451,0,0,0,0,0,0 +1459,US_NC_37053,37053,Currituck County,NC,North Carolina,36.36,-75.94,google,26290.0,1361.0,19.316678912564292,10.176981954277059,3.011442170010308,0.11844807911753519,0.12483834157474324,0.1092810954735641,0.1203879802206162,0.1312286040319513,0.16458729554963863,0.13195131228604032,0.0709014834537847,0.028375808292126284,0.21831875237732978,0.616428299733739,0.16525294788893116,1.0,0.5048687713959681,0.49513122860403197,,103.0,1,,1,-0.4187888376834867,-0.2808712241695507,-0.14518379267602596,0.8189481154038076,-0.4835621811640657,0.17235074329707684,0,0,0,0,0,0 +1460,US_NC_37055,37055,Dare County,NC,North Carolina,35.69,-75.73,google,36199.0,4044.0,8.951285855588527,10.496814397813862,2.2977017745382424,0.09804138235862869,0.11130141716622007,0.0939252465537722,0.11527942760849748,0.12646758197740268,0.15826404044310616,0.16757368988093593,0.09011298654658968,0.039034227464847096,0.18708251609160476,0.5999834249564905,0.21293405895190476,1.0,0.5064780795049587,0.4935219204950413,,103.0,1,,1,-0.17753933723120316,-0.778963674754223,-1.172138174348605,0.27751279637136533,0.6434826159214448,0.2510986748782214,0,0,0,0,0,0 +1461,US_NC_37057,37057,Davidson County,NC,North Carolina,35.79,-80.21,google,165180.0,1468.0,112.52043596730245,12.014797121348078,4.73198287328929,0.11502603220728902,0.12819348589417606,0.1146385760988013,0.11043104492069258,0.1355733139605279,0.15041167211526818,0.12523913306695725,0.08010655042983413,0.04038019130645357,0.21758082092262987,0.5993128708076039,0.18310630826976632,1.0,0.5109577430681681,0.48904225693183195,,103.0,1,,1,0.9674745009464916,0.9198291154267458,-0.1694447802625625,0.2554352977920969,-0.06155991487589451,0.4703010997037674,0,0,0,0,0,0 +1462,US_NC_37059,37059,Davie County,NC,North Carolina,35.93,-80.54,google,42308.0,691.0,61.227206946454416,10.65275510836035,4.130792314823656,0.1074028552519618,0.12749361822823108,0.10092653871608206,0.10083199394913492,0.13354448331284863,0.15240616431880497,0.136617188238631,0.08743027323437648,0.05334688474992909,0.20939774983454668,0.5815164980618323,0.20908575210362107,1.0,0.5127399073461284,0.4872600926538716,,103.0,1,,1,-0.059913313731229476,0.5002809429620761,-0.43847977643096137,-0.3304970906112452,0.5525196724359541,0.5575073654543333,0,0,0,0,0,0 +1463,US_NC_37061,37061,Duplin County,NC,North Carolina,34.94,-77.93,google,58943.0,2121.0,27.79019330504479,10.984343119614978,3.3600348189136238,0.1305837843340176,0.13455372139185315,0.11616307279914494,0.11051354698607128,0.12323770422272365,0.13552075734183872,0.12663081281916427,0.07754949697165057,0.04524710313353579,0.2382267614475001,0.5756612320377313,0.1861120065147685,1.0,0.5130889164107697,0.4869110835892303,,103.0,1,,1,0.19020340734475566,-0.03760158740867243,0.5093322302525126,-0.52327738664396,0.00948617639837836,0.574585351820046,0,0,0,0,0,0 +1464,US_NC_37063,37063,Durham County,NC,North Carolina,36.04,-78.87,google,312153.0,771.0,404.86770428015564,12.65125193475986,6.006027254973878,0.12565312523025568,0.11905700089379247,0.1618469148142097,0.16388117365522675,0.12851069827936942,0.11960801273734355,0.10197563374370902,0.05112236627551233,0.028345074370581095,0.22089872594528964,0.6486460165367623,0.13045525751794793,0.9999999999999999,0.5220837217646475,0.47791627823535254,,103.0,1,,1,1.4475521444091235,1.8089365447564156,-0.0603619487131333,1.8796925729946488,-1.3060798408597958,1.0147262500332197,0,0,0,0,0,0 +1465,US_NC_37065,37065,Edgecombe County,NC,North Carolina,35.91,-77.6,google,52756.0,1312.0,40.21036585365854,10.873451743956059,3.718689823099684,0.12341724164076125,0.12663962392903177,0.12474410493593145,0.10882174539388885,0.11064144362726515,0.13990825688073394,0.1409887027068011,0.08084388505572826,0.04399499582985821,0.22472894078398664,0.5799378269770263,0.19533323223898705,1.0,0.5374365001137311,0.4625634998862689,,103.0,1,,1,0.10655808141614198,0.2126901868593883,0.06556410317631295,-0.38247366653699966,0.2274495217051948,1.7659804892058628,0,0,0,0,0,0 +1466,US_NC_37067,37067,Forsyth County,NC,North Carolina,36.13,-80.26,google,375840.0,1069.0,351.58091674462116,12.836921460595883,5.865280146958083,0.12531928480204343,0.137438803746275,0.13448541932737335,0.12392241379310345,0.12594455087271178,0.13610312899106003,0.1138782460621541,0.06517401021711366,0.037734142188165176,0.23527032779906343,0.6048823967645807,0.1598472754363559,1.0,0.5254709450830141,0.47452905491698594,,103.0,1,,1,1.5876026028986432,1.7107144567408907,0.4121335004947345,0.4388078138022031,-0.6113367836555426,1.1804725285951856,0,0,0,0,0,0 +1467,US_NC_37069,37069,Franklin County,NC,North Carolina,36.08,-78.28,google,66155.0,1281.0,51.6432474629196,11.099770868377684,3.9635379770389574,0.11592472224321669,0.1324767591262943,0.11675610309122515,0.11379336406923135,0.1383115410777719,0.1499508729498904,0.12742800997657017,0.07077318418864788,0.03458544327715214,0.22190612954425215,0.6090212380016629,0.1690726324540851,1.0,0.5043156224019348,0.49568437759806516,,103.0,1,,1,0.277270517921141,0.38356046096806323,-0.02724151990718055,0.5750760953171542,-0.3932757864116674,0.14528362116368376,0,0,0,0,0,0 +1468,US_NC_37071,37071,Gaston County,NC,North Carolina,35.3,-81.18,google,219656.0,942.0,233.18046709129513,12.299822517778436,5.456092045000942,0.12215464180354736,0.12790454164693885,0.12727173398404779,0.12337928397130057,0.13837090723677023,0.14054248461230287,0.11619077102378264,0.06771497250245839,0.03647066321885129,0.22447827512109844,0.6132407036457006,0.162281021233201,1.0,0.5168991514003715,0.4831008485996285,,103.0,1,,1,1.1824690579234025,1.425157543125091,0.05732296303115595,0.713998875701393,-0.5538100088675068,0.7610307705642759,0,0,0,0,0,0 +1469,US_NC_37073,37073,Gates County,NC,North Carolina,36.44,-76.7,google,11514.0,895.0,12.864804469273743,9.351405812254786,2.6293535764997644,0.09831509466736148,0.12575994441549418,0.10647906895952754,0.10074691679694285,0.12280701754385964,0.17118290776446066,0.13948236928956054,0.09023797116553761,0.044988709397255515,0.1989230501997568,0.5961090845926699,0.2049678652075734,1.0000000000000002,0.5088587806149036,0.4911412193850964,,103.0,1,,1,-1.0415206332628117,-0.5475164148992183,-0.7828566913785405,0.14995301015592663,0.4551846293190354,0.3675930161878444,0,0,0,0,0,0 +1470,US_NC_37077,37077,Granville County,NC,North Carolina,36.3,-78.66,google,59372.0,1390.0,42.7136690647482,10.99159485655909,3.7776608464356025,0.10419052752139056,0.12566529677288957,0.11965236138246985,0.11574479552651082,0.14058815603314695,0.1594691100181904,0.12617058546116014,0.07210469581620967,0.03641447146803207,0.2047227649397022,0.6236727750454759,0.1716044600148218,0.9999999999999999,0.48895102068315033,0.5110489793168497,,103.0,1,,1,0.1956733899888925,0.253843835599483,-0.5921793508002238,1.0574670980511895,-0.3334306398571476,-0.60654916844505,0,0,0,0,0,0 +1471,US_NC_37079,37079,Greene County,NC,North Carolina,35.49,-77.68,google,20963.0,689.0,30.425253991291726,9.950561959922057,3.44761183690321,0.10757048132423794,0.11839908410055813,0.13414110575776367,0.13628774507465535,0.13151743548156275,0.1398654772694748,0.12674712588847017,0.06788150550970758,0.03759003959356962,0.20228974860468446,0.6288651433478033,0.1688451080475123,1.0,0.4543242856461384,0.5456757143538615,,103.0,1,,1,-0.589577360344001,0.02351510401311531,-0.6721696787985202,1.2284219776951526,-0.39865381122948634,-2.3009318328580823,0,0,0,0,0,0 +1472,US_NC_37081,37081,Guilford County,NC,North Carolina,36.08,-79.79,google,528243.0,1703.0,310.1837933059307,13.177313577155397,5.740383712882352,0.12090269061776493,0.13971032271132794,0.1462073326101813,0.12606319440106165,0.12844656720486594,0.1320888303299807,0.10807147468115999,0.06274006470506945,0.03576952273858811,0.2326709487868273,0.6147837264289352,0.15254532478423755,1.0,0.526613698619764,0.47338630138023596,,103.0,1,,1,1.8443602575311024,1.6235539550896951,0.3266736633419601,0.7648017577075721,-0.7839339674790504,1.2363906444757675,0,0,0,0,0,0 +1473,US_NC_37083,37083,Halifax County,NC,North Carolina,36.26,-77.66,google,51311.0,1894.0,27.091341077085534,10.845679921932936,3.3354613821298082,0.11182787316559802,0.12379411822026466,0.11997427452203231,0.10785211747968272,0.11284130108553722,0.1497729531679367,0.14022334392235583,0.08504998928105084,0.048664029155541695,0.21086316774180974,0.5853111418604198,0.20382569039777046,1.0,0.5187581610181052,0.4812418389818947,,103.0,1,,1,0.08560980576393425,-0.05475046033864413,-0.39030120180758343,-0.20556125476376383,0.42818689063273685,0.8519972929897476,0,0,0,0,0,0 +1474,US_NC_37085,37085,Harnett County,NC,North Carolina,35.37,-78.86,google,132395.0,1557.0,85.03211303789338,11.793552710548306,4.454720633971673,0.1505419388949734,0.14101741002303714,0.13849465614260356,0.15283809811548774,0.1267041806714755,0.11893953699157823,0.09250349333434042,0.05354431813890253,0.025416367687601495,0.26335586691340307,0.6114317005929227,0.12521243249367423,1.0,0.5031005702632274,0.49689942973677254,,103.0,1,,1,0.8005899191540171,0.7263382760229241,1.3355023465771534,0.6544387903691212,-1.430005196916062,0.08582773316317577,0,0,0,0,0,0 +1475,US_NC_37087,37087,Haywood County,NC,North Carolina,35.55,-82.98,google,61005.0,1436.0,42.48259052924791,11.018727498974094,3.772360640267714,0.09813949676256045,0.10269650028686174,0.10651585935579051,0.10551594131628556,0.12051471190885993,0.14690599131218754,0.1511843291533481,0.11018768953364479,0.05833948037046144,0.18029669699204984,0.5755839685271699,0.24411933448078027,1.0,0.5177936234734858,0.4822063765265142,,103.0,1,,1,0.21613953268594222,0.25014502200350935,-1.3952356882033745,-0.5258212304893565,1.3806131430200579,0.8047997823658948,0,0,0,0,0,0 +1476,US_NC_37089,37089,Henderson County,NC,North Carolina,35.34,-82.48,google,115216.0,971.0,118.65705458290422,11.654572585801073,4.784629772774297,0.10154839605610332,0.10847451742813498,0.09707853075961671,0.10735488126649076,0.12025239550062491,0.136812595472851,0.15290411054020275,0.11284890987362867,0.0627256631023469,0.18832800999861132,0.5596453617553118,0.2520266282460769,1.0,0.519832314956256,0.4801676850437439,,103.0,1,,1,0.6957572595986152,0.9565693971125373,-1.1311900455968888,-1.0505880505075207,1.5675189029431886,0.9045586392953785,0,0,0,0,0,0 +1477,US_NC_37091,37091,Hertford County,NC,North Carolina,36.36,-76.98,google,23923.0,933.0,25.640943193997856,10.082637418164447,3.2824492502255396,0.10094887764912427,0.13693934707185554,0.12908080090289678,0.111524474355223,0.10776240438072149,0.14429628391088073,0.1384023742841617,0.08264013710655019,0.048405300338586296,0.2105003553066087,0.589253020106174,0.20024662458721731,1.0,0.5107218994273294,0.4892781005726706,,103.0,1,,1,-0.4899528883216168,-0.09174562392813235,-0.40222939368853916,-0.0757778338203746,0.3435880335531889,0.4587606129636211,0,0,0,0,0,0 +1478,US_NC_37093,37093,Hoke County,NC,North Carolina,35.02,-79.23,google,54138.0,1016.0,53.28543307086614,10.899310092366012,3.994255923378182,0.1667405519228638,0.1315342273449333,0.14954375854298274,0.1693265358897632,0.12170748827071558,0.11636927851047324,0.0879049835605305,0.03943625549521593,0.017436920462521703,0.27196793379881046,0.6272063984631866,0.10082566773800287,0.9999999999999999,0.5062433041486571,0.49375669585134285,,103.0,1,,1,0.12606302459025234,0.40499735492292077,1.6186414463818324,1.1738090312324407,-2.006438415918187,0.23961046227823,0,0,0,0,0,0 +1479,US_NC_37097,37097,Iredell County,NC,North Carolina,35.81,-80.87,google,175634.0,1546.0,113.60543337645537,12.076163256950935,4.741495214818656,0.11723812018174158,0.13737658995410912,0.11920243233086987,0.1192764498901124,0.14167530204857828,0.15004497990138585,0.11287108418643316,0.06925196715897833,0.03306307434779143,0.22713939214502887,0.6141100242549848,0.15875058359998634,1.0,0.5072935764145894,0.49270642358541056,,103.0,1,,1,1.0137629555984433,0.9264674191198223,0.14481256206193807,0.7426206127352606,-0.6372594352177939,0.29100321179409505,0,0,0,0,0,0 +1480,US_NC_37101,37101,Johnston County,NC,North Carolina,35.52,-78.37,google,196374.0,2061.0,95.28093158660845,12.187781375557922,4.567270288674131,0.13529795186735516,0.14514141383278845,0.11407823846334036,0.13008341226435272,0.1513285872875228,0.13770152871561409,0.10375100573395664,0.05793536822593622,0.02468249360913359,0.25141108293358594,0.614095552364366,0.13449336470204815,1.0,0.5098332773177712,0.49016672268222883,,103.0,1,,1,1.0979564634789558,0.8048824269198732,0.9427934384360167,0.7421441364579786,-1.2106305614606014,0.41527785618507485,0,0,0,0,0,0 +1481,US_NC_37105,37105,Lee County,NC,North Carolina,35.48,-79.17,google,60403.0,672.0,89.88541666666667,11.008810606895679,4.509599555602792,0.1314504246477824,0.13393374501266495,0.12628511828882671,0.122262139297717,0.1250765690445839,0.1362515106865553,0.1169809446550668,0.0685561975398573,0.03920335082694568,0.23859742065791434,0.5951525586477493,0.16625002069433636,1.0,0.512408324089863,0.4875916759101369,,103.0,1,,1,0.20865922445485569,0.764636201618979,0.521518400723254,0.11846010205136703,-0.45999423795562766,0.5412820724654006,0,0,0,0,0,0 +1482,US_NC_37107,37107,Lenoir County,NC,North Carolina,35.24,-77.64,google,56622.0,1041.0,54.39193083573487,10.944170542073266,4.014433930360272,0.11834622584861008,0.12696478400621666,0.11666843276464978,0.10760835011126417,0.11709229628059764,0.14501430539366325,0.13616615449825156,0.08390731517784607,0.04823213591890078,0.21991805305358342,0.579859418600544,0.20022252834587262,1.0,0.5212284977570556,0.47877150224294446,,103.0,1,,1,0.15990124613607423,0.4190788234924228,-0.0926035515078168,-0.38505520424467826,0.34301846747489456,0.9728777554782293,0,0,0,0,0,0 +1483,US_NC_37109,37109,Lincoln County,NC,North Carolina,35.48,-81.22,google,82557.0,795.0,103.84528301886793,11.321256355615763,4.652485768437688,0.11027532492702012,0.12378114514820064,0.11063871022445099,0.11000884237557082,0.14470002543697083,0.1577455576147389,0.12867473382026964,0.07931489758591034,0.03486076286686774,0.20930024104558065,0.6121867315915065,0.17851302736291288,1.0,0.5032522984120062,0.49674770158799375,,103.0,1,,1,0.4443369435868301,0.8643510900534841,-0.44168557488773674,0.6792976266409033,-0.1701319097856651,0.09325221441211691,0,0,0,0,0,0 +1484,US_NC_37111,37111,McDowell County,NC,North Carolina,35.68,-82.05,google,45083.0,1156.0,38.99913494809689,10.716282695361969,3.6888578275825066,0.10620411241487922,0.11751658052924606,0.11636315240778121,0.10886586961825966,0.13237805824812013,0.1451544928243462,0.13996406627775437,0.08777144378146973,0.045782223898143425,0.2002173768382761,0.5962469223432335,0.20353570081849034,1.0,0.4996561896945634,0.5003438103054366,,103.0,1,,1,-0.011994477044118714,0.19187156450419143,-0.7403030879103031,0.1544912159776207,0.42133236817613945,-0.0827154089767727,0,0,0,0,0,0 +1485,US_NC_37113,37113,Macon County,NC,North Carolina,35.15,-83.42,google,34581.0,1345.0,25.71078066914498,10.451088594464734,3.2850672542928416,0.10043087244440589,0.1075446054191608,0.09360631560683612,0.09953442641913189,0.10297562245163529,0.13730082993551374,0.16462797489951128,0.12934848616292183,0.06463086666088315,0.18646655677973456,0.5372401029467048,0.2762933402735606,1.0,0.514010583846621,0.48598941615337904,,103.0,1,,1,-0.21203029472684956,-0.08991861782087586,-1.1923890812911357,-1.7882645980860883,2.14111441955828,0.6196851085251252,0,0,0,0,0,0 +1486,US_NC_37117,37117,Martin County,NC,North Carolina,35.84,-77.1,google,22763.0,1195.0,19.048535564853555,10.032935619723014,2.998156111925665,0.10886087071124192,0.1156262355577033,0.10807011378113605,0.09686772393796951,0.11391292887580723,0.14523568949611212,0.1602600711681237,0.09858103061986558,0.052585335852040595,0.20136185915740457,0.5673417387866274,0.23129640205596802,1.0,0.5305539691604797,0.4694460308395203,,103.0,1,,1,-0.5274429375266968,-0.2901430620422174,-0.7026759192071098,-0.7971905385295328,1.0775157748887532,1.4291990651989392,0,0,0,0,0,0 +1487,US_NC_37119,37119,Mecklenburg County,NC,North Carolina,35.25,-80.83,google,1078128.0,1415.0,761.9279151943463,13.890737689339906,6.637163551322475,0.13360843981419646,0.1300967974118101,0.15312745796417493,0.15901173144561684,0.14160377988513423,0.12443698707389104,0.08887812949853821,0.04501970081474556,0.024216976091892613,0.23768587774364452,0.6486383806004481,0.11367574165590727,1.0,0.519430902453141,0.480569097546859,,103.0,1,,1,2.3824958161750187,2.2493827160751727,0.4915495856160452,1.8794411654485033,-1.702699500685888,0.8849164066150615,0,0,0,0,0,0 +1488,US_NC_37121,37121,Mitchell County,NC,North Carolina,36.01,-82.16,google,14992.0,575.0,26.07304347826087,9.615338704494903,3.298538527238499,0.09811899679829242,0.10498932764140875,0.10438900747065101,0.10218783351120597,0.11826307363927428,0.1458778014941302,0.15301494130202775,0.11412753468516543,0.05903148345784418,0.18211045891141941,0.568223052294557,0.24966648879402348,1.0,0.506136606189968,0.493863393810032,,103.0,1,,1,-0.8424361448296439,-0.08051752549576029,-1.3356046003421687,-0.7681739441925753,1.5117319711680466,0.23438943374816912,0,0,0,0,0,0 +1489,US_NC_37123,37123,Montgomery County,NC,North Carolina,35.33,-79.9,google,27269.0,1299.0,20.992301770592764,10.213542475839635,3.090692472603685,0.11547911547911548,0.132898162748909,0.11584583226374272,0.10495434376031391,0.12178664417470388,0.13854560123216839,0.1398291099783637,0.08775532656129671,0.04290586380138619,0.22179764567824273,0.5776266089698925,0.20057574535186476,0.9999999999999999,0.5126333932304081,0.48736660676959187,,103.0,1,,1,-0.391211249038289,-0.2255654327659353,-0.03080814619723944,-0.45856880718089915,0.35136750507009223,0.5522953328731848,0,0,0,0,0,0 +1490,US_NC_37125,37125,Moore County,NC,North Carolina,35.31,-79.48,google,97368.0,1828.0,53.264770240700216,11.486263163816336,3.9938752178652464,0.11744104839372278,0.11433941335962534,0.10049502916769369,0.11922808314846767,0.11416481801002383,0.12834812258647604,0.1336578752772985,0.10557883493550242,0.06674677512118972,0.20891257908142308,0.5519328732232356,0.2391545476953414,1.0,0.5195546791553693,0.48044532084463065,,103.0,1,,1,0.5688015213807751,0.40473167493185946,-0.45443074524237875,-1.3045160217120173,1.263259813988408,0.8909731456720262,0,0,0,0,0,0 +1491,US_NC_37127,37127,Nash County,NC,North Carolina,35.97,-77.99,google,94019.0,1406.0,66.86984352773827,11.451262804578121,4.2175918052428205,0.11657218221848775,0.13155851476829153,0.12450674863591402,0.10918005934970591,0.12497473914846999,0.1441091694232017,0.13207968602091066,0.07762260819621566,0.039396292238802796,0.22181899403312097,0.5951222625214053,0.1830587434454738,1.0,0.5208734404747977,0.47912655952520233,,103.0,1,,1,0.5424007626319272,0.5608550272743249,-0.03010627589560738,0.11746262453605072,-0.06268421098703952,0.9555038129656477,0,0,0,0,0,0 +1492,US_NC_37129,37129,New Hanover County,NC,North Carolina,34.18,-77.86,google,228728.0,849.0,269.4087161366313,12.3402931756449,5.599934577882402,0.10201636878738064,0.12000717008848938,0.16536235178902453,0.12799045154069463,0.12395509076282746,0.1257344968696443,0.1219221083557763,0.07427162393760274,0.038740337868560036,0.19802210485817215,0.6280048791577769,0.17397301598405093,1.0,0.5224895946276801,0.47751040537232,,103.0,1,,1,1.2129960610169341,1.525539811181876,-0.8124770898710022,1.2000984165559994,-0.27744476574024846,1.034586740557177,0,0,0,0,0,0 +1493,US_NC_37131,37131,Northampton County,NC,North Carolina,36.42,-77.4,google,19890.0,1426.0,13.948106591865358,9.89802264710506,2.704584642442432,0.09270990447461036,0.1036701860231272,0.11156359979889392,0.09019607843137255,0.10603318250377074,0.1555052790346908,0.1662644544997486,0.11070889894419306,0.06334841628959276,0.17564605329311214,0.5671644042232278,0.2571895424836601,1.0,0.5116138763197586,0.4883861236802413,,103.0,1,,1,-0.6292077456515133,-0.4950154968718781,-1.5481349965750644,-0.8030291476530632,1.6895553970505042,0.5024075286192174,0,0,0,0,0,0 +1494,US_NC_37133,37133,Onslow County,NC,North Carolina,34.71,-77.41,google,195066.0,2353.0,82.90097747556311,12.181098368276034,4.429637263888764,0.15705453538802253,0.1298739913670245,0.28265305076230607,0.13798406693119253,0.0842586611710908,0.08248490254580501,0.06618785436723981,0.03933027795720423,0.020172659510114526,0.2609537284816421,0.6464494068674193,0.09259686465093865,1.0,0.4458747295787067,0.5541252704212933,,103.0,1,,1,1.0929154734203945,0.708833539913298,1.2565271920381802,1.8073708269661566,-2.200943734665232,-2.714392163649861,0,0,0,0,0,0 +1495,US_NC_37135,37135,Orange County,NC,North Carolina,36.06,-79.12,google,143626.0,1039.0,138.23484119345525,11.874974940206409,4.936162012511513,0.09982175929149319,0.15142801442635734,0.19115619734588446,0.11235430910837871,0.1248241961761798,0.12643950259702283,0.10956233551028366,0.057218052441758455,0.027195633102641583,0.22096417083257908,0.6398409758678791,0.13919485329954187,1.0000000000000002,0.5224332641722251,0.4775667358277749,,103.0,1,,1,0.8620066785468705,1.062318020998921,-0.058210315810078746,1.589793132091271,-1.0995008468999672,1.0318303343554565,0,0,0,0,0,0 +1496,US_NC_37137,37137,Pamlico County,NC,North Carolina,35.15,-76.67,google,12638.0,1467.0,8.614860259032039,9.444542550647126,2.263309845293115,0.07754391517645197,0.09305269821174236,0.09613862952998892,0.09874980218388986,0.10365564171546131,0.14883684127235322,0.18768792530463682,0.12842221870549136,0.06591232789998418,0.15198607374584588,0.5598354169963602,0.288178509257794,1.0,0.4899509416046843,0.5100490583953157,,103.0,1,,1,-0.9712676240232361,-0.8029645025435905,-2.3260046299102672,-1.0443306224963809,2.4220457478671156,-0.5576202505606445,0,0,0,0,0,0 +1497,US_NC_37139,37139,Pasquotank County,NC,North Carolina,36.26,-76.26,google,39386.0,750.0,52.51466666666666,10.58119109160222,3.9799557596337327,0.12397806327121312,0.1251713806936475,0.13817092367846442,0.12969075305946276,0.11443152389173818,0.1360381861575179,0.12131214137002996,0.07469659269791297,0.0365104351800132,0.2241151678261311,0.6040217336109277,0.17186309856294116,0.9999999999999999,0.5113238206469304,0.4886761793530696,,103.0,1,,1,-0.11389402657680078,0.39501781103214273,0.04538507703960997,0.4104711170812124,-0.3273171659156807,0.4882142960424376,0,0,0,0,0,0 +1498,US_NC_37143,37143,Perquimans County,NC,North Carolina,36.18,-76.41,google,13439.0,852.0,15.773474178403756,9.50599061407714,2.819798720652479,0.10097477490884739,0.10655554728774462,0.09226876999776769,0.10171887789270034,0.1029838529652504,0.1479276731899695,0.16154475779447874,0.1262742763598482,0.05975146960339311,0.1862192127390431,0.5469826624004762,0.2667981248604807,1.0,0.5182677282535902,0.4817322717464097,,103.0,1,,1,-0.9249173712398746,-0.41461194549443253,-1.2005210163951348,-1.4674980457409657,1.9166747433438545,0.8279990507827898,0,0,0,0,0,0 +1499,US_NC_37145,37145,Person County,NC,North Carolina,36.39,-78.98,google,39338.0,1047.0,37.572110792741164,10.579971672199534,3.65252949700586,0.11180029488026844,0.12100259291270528,0.11256291626417204,0.10613147592658498,0.12962021455081602,0.15188875896080126,0.14100869388377651,0.08317657227108648,0.042808480349789006,0.20860236921043265,0.5949082312268036,0.19648939956276373,1.0,0.5161421526259596,0.48385784737404036,,103.0,1,,1,-0.11481383420634138,0.1665193953998995,-0.4646295215398064,0.11041580272406935,0.25477800331506795,0.7239887104631921,0,0,0,0,0,0 +1500,US_NC_37147,37147,Pitt County,NC,North Carolina,35.59,-77.38,google,178607.0,1696.0,105.31073113207547,12.092948739254513,4.666366231636243,0.11786772075002659,0.14476476285923845,0.20719232728840414,0.12136702368888118,0.11350618956703824,0.1122464405090506,0.10080232017782058,0.052791883856735736,0.02946133130280448,0.23367953103741737,0.6336660937141322,0.1326543752484505,1.0,0.5294641307451555,0.4705358692548444,,103.0,1,,1,1.0264242390373859,0.8740377407932753,0.3598328427016713,1.3864897117741297,-1.254099001045304,1.375870233706081,0,0,0,0,0,0 +1501,US_NC_37149,37149,Polk County,NC,North Carolina,35.28,-82.17,google,20564.0,618.0,33.275080906148865,9.931345880664525,3.534418585945924,0.07984827854503015,0.10202295273293134,0.08835829605135188,0.08052907994553589,0.10873370939505933,0.14880373468196847,0.17433378720093368,0.1331453024703365,0.08422485897685275,0.16146664073137523,0.5339963042209687,0.3045370550476561,1.0,0.5184788951565843,0.4815211048434157,,103.0,1,,1,-0.6040720422163786,0.0840942538444439,-2.0143118344828244,-1.8950642679975798,2.8087148818140837,0.8383320359559073,0,0,0,0,0,0 +1502,US_NC_37151,37151,Randolph County,NC,North Carolina,35.71,-79.81,google,143037.0,2046.0,69.91055718475073,11.870865608206682,4.261419324917959,0.11889231457594888,0.13281178995644483,0.11750106615770745,0.11123695267658018,0.13365073372623867,0.14703188685445023,0.1220663185050022,0.0778190258464593,0.03898991170116823,0.22514174654110475,0.5970161566587666,0.17784209680012864,1.0,0.5073092975943287,0.49269070240567125,,103.0,1,,1,0.8589070108547384,0.591440597064864,0.07913592652834218,0.17981768593758563,-0.1859907852005637,0.2917724929401811,0,0,0,0,0,0 +1503,US_NC_37155,37155,Robeson County,NC,North Carolina,34.64,-79.11,google,132626.0,2463.0,53.847340641494114,11.795295955915682,4.004553701343365,0.13949753442009863,0.14598947416042105,0.137959374481625,0.11739025530438979,0.1235655150573794,0.12759941489602342,0.11376351544945938,0.0642784974288601,0.029956418801743247,0.25628911374843544,0.5925942122962314,0.15111667395533304,0.9999999999999999,0.5168820593247176,0.48311794067528235,,103.0,1,,1,0.801904848525767,0.41218378502382963,1.103168557685992,0.03422844375099796,-0.8177031781302485,0.7601944076598409,0,0,0,0,0,0 +1504,US_NC_37157,37157,Rockingham County,NC,North Carolina,36.4,-79.78,google,90791.0,1482.0,61.26248313090419,11.416326454980975,4.1313590474642785,0.10712515557709465,0.11757773347578504,0.1118392792237116,0.10406317806831074,0.12821755460342985,0.15600665264178168,0.14004692095031446,0.08740954499895365,0.047713980460618345,0.20118734235772268,0.5936656717075481,0.20514698593472921,1.0,0.5176724565210208,0.4823275434789792,,103.0,1,,1,0.5160482863329805,0.5006764442558028,-0.7084135116132313,0.06950545108942863,0.45941852989497856,0.7988707456393016,0,0,0,0,0,0 +1505,US_NC_37159,37159,Rowan County,NC,North Carolina,35.64,-80.52,google,140356.0,1357.0,103.43109801031687,11.851944455858018,4.648527504755026,0.11835617999943002,0.13068910484767307,0.12822394482601385,0.11631850437459033,0.12672062469719855,0.14299353073612814,0.12213229217133574,0.07460315198495254,0.039962666362677764,0.2229074638775685,0.6014605716891334,0.17563196443329818,1.0,0.5056285445581237,0.4943714554418764,,103.0,1,,1,0.8446347922467112,0.861588767407512,0.005679369527515849,0.32614675821537514,-0.2382319794465773,0.20952856192383082,0,0,0,0,0,0 +1506,US_NC_37161,37161,Rutherford County,NC,North Carolina,35.4,-81.92,google,66529.0,1466.0,45.38130968622101,11.105408252735932,3.8368965695964623,0.10735168122172285,0.12099986472064814,0.10933577838235957,0.10216597273369508,0.12798929790016383,0.1466879105352553,0.14329089569961972,0.09475567045949887,0.04742292834703663,0.20415157299824138,0.5820243803454133,0.21382404665634536,1.0,0.517488613987885,0.482511386012115,,103.0,1,,1,0.2815227949736048,0.29518220834470704,-0.6109584399866932,-0.31377544268346347,0.6645193742812718,0.7898748180476868,0,0,0,0,0,0 +1507,US_NC_37163,37163,Sampson County,NC,North Carolina,34.99,-78.37,google,63263.0,2454.0,25.77954360228199,11.055071725970343,3.287638297633933,0.13105606752762278,0.1384379495123532,0.11792042742203183,0.11180310766166637,0.12776820574427392,0.13456522770023552,0.1222515530404818,0.07467239934875046,0.04152506204258413,0.24180642713750536,0.5808703349509191,0.17732323791157548,0.9999999999999999,0.5077533471381376,0.49224665286186237,,103.0,1,,1,0.2435539704153045,-0.08812438382985094,0.627020972636431,-0.3517715323350751,-0.19825512211991692,0.3135010748687396,0,0,0,0,0,0 +1508,US_NC_37165,37165,Scotland County,NC,North Carolina,34.84,-79.48,google,35174.0,830.0,42.378313253012045,10.46809088198259,3.7699596215863322,0.1296127821686473,0.12785011656337067,0.13546938079263093,0.11266844828566555,0.12219252857224086,0.1298402228919088,0.12634332177176325,0.07514072894751805,0.04088247000625462,0.23189287541934384,0.5889122647410019,0.1791948598396543,1.0,0.5042929436515609,0.4957070563484392,,103.0,1,,1,-0.19920547519050083,0.24846944179746264,0.30109292926469117,-0.08699695177372112,-0.15401534437299205,0.1441738866928145,0,0,0,0,0,0 +1509,US_NC_37167,37167,Stanly County,NC,North Carolina,35.31,-80.25,google,61505.0,1047.0,58.744030563514805,11.026890010011456,4.090069278933813,0.11493374522396553,0.1261198276562881,0.12468904967075847,0.11390943825705227,0.12387610763352573,0.14330542232338833,0.12672140476384033,0.08386310056093,0.0425819039102512,0.21582960734899603,0.5943646857979026,0.18980570685310139,1.0,0.5010812129095196,0.49891878709048043,,103.0,1,,1,0.22229651191051322,0.4718618750904815,-0.22701946487684302,0.09251997215728405,0.09679466513751317,-0.012985050939058811,0,0,0,0,0,0 +1510,US_NC_37169,37169,Stokes County,NC,North Carolina,36.41,-80.23,google,45724.0,1181.0,38.716342082980525,10.730400473259067,3.681762742362689,0.09596710698976467,0.11516927652873764,0.10882687428921355,0.10029743679468113,0.13445892747791094,0.16057212842271018,0.14268218003674218,0.0933426646837547,0.048683404776484994,0.18810252821275478,0.5985303123086344,0.2133671594786108,1.0,0.5111538798005424,0.4888461201994576,,103.0,1,,1,-0.0013454421072381854,0.18692017264425811,-1.1386032148998295,0.22967013896356772,0.6537198709760585,0.47989861673314904,0,0,0,0,0,0 +1511,US_NC_37171,37171,Surry County,NC,North Carolina,36.508056,-80.833333,google,72107.0,1393.0,51.76381909547739,11.185920274121928,3.965825711421122,0.11165351491533415,0.12532763809338898,0.11473227287225927,0.10162674913669963,0.13180412442619996,0.1466293147683304,0.13154062712358022,0.08818838670309401,0.048497371961113346,0.21191562539004535,0.5856283023839572,0.20245607222599749,1.0,0.5140971056901549,0.48590289430984507,,103.0,1,,1,0.3422529845847158,0.38515698434256773,-0.35569953009868055,-0.19511897949125245,0.3958130427907308,0.6239188635014499,0,0,0,0,0,0 +1512,US_NC_37175,37175,Transylvania County,NC,North Carolina,35.2,-82.8,google,33767.0,986.0,34.24645030425963,10.427268887462334,3.5623648235992538,0.08345426007640595,0.09737317499333668,0.10291112624751977,0.09296058281754375,0.10424378831403441,0.13474694228092515,0.16794503509343442,0.1393668374448426,0.07699825273195723,0.1613528000710753,0.5383095922054076,0.30033760772351703,1.0,0.5170728818076821,0.48292711819231793,,103.0,1,,1,-0.2299974913992764,0.10359687704704719,-2.0180545762087516,-1.7530524565629015,2.7094519839538664,0.7695318836525841,0,0,0,0,0,0 +1513,US_NC_37179,37179,Union County,NC,North Carolina,34.99,-80.53,google,231350.0,1657.0,139.6197948098974,12.351691316780958,4.94605975758845,0.1305986600389021,0.17244867084503998,0.10631510698076507,0.11337799870326346,0.16020747784741735,0.14307326561486924,0.09398746488005187,0.05584179814134428,0.02414955694834666,0.2685575967149341,0.6044573157553491,0.12698508752971688,1.0000000000000002,0.507166630646207,0.49283336935379296,,103.0,1,,1,1.221593674894846,1.0692252832638975,1.5065197240580765,0.42481233648994426,-1.3881047128279151,0.28479140149671267,0,0,0,0,0,0 +1514,US_NC_37181,37181,Vance County,NC,North Carolina,36.36,-78.41,google,44281.0,699.0,63.34907010014306,10.698333552920907,4.164322483279497,0.12791039046092004,0.1340078137350105,0.12723289898602108,0.10715656827984915,0.11894491994309071,0.13493371875070573,0.13041710891804612,0.07800185181003139,0.04139472911632529,0.23511664144892844,0.5802782231656918,0.18460513538537973,0.9999999999999999,0.5333664551387728,0.46663354486122716,,103.0,1,,1,-0.025533508918333985,0.5236803804615339,0.4070807512060335,-0.37126637420404246,-0.026131937953298136,1.5668218436800998,0,0,0,0,0,0 +1515,US_NC_37183,37183,Wake County,NC,North Carolina,35.79,-78.65,google,1071706.0,857.0,1250.532088681447,13.884763262358398,7.13212375072007,0.12943288551151155,0.140279143720386,0.13747800236258825,0.14954194527230416,0.14986012955045508,0.130607647993013,0.09105762214637224,0.04785360910548229,0.023889014337887444,0.24165620048782038,0.6410723649956238,0.11727143451655585,1.0,0.5136557973921952,0.48634420260780475,103.0,103.0,0,,1,2.377989307989549,2.594796735267358,0.6220819679904557,1.630335706860884,-1.6177076278002236,0.6023244183732803,0,0,0,0,0,0 +1516,US_NC_37185,37185,Warren County,NC,North Carolina,36.4,-78.1,google,19849.0,444.0,44.70495495495496,9.895959286115337,3.822206715544744,0.09718373721598066,0.1046904126152451,0.11234822912993098,0.1034309033200665,0.10176835105043075,0.14842057534384603,0.1648949569247821,0.10877122273162376,0.058491611668094114,0.18093606730817674,0.5693536198297143,0.24971031286210893,1.0,0.505415889969268,0.49458411003073205,,103.0,1,,1,-0.6307641381253937,0.284930714314427,-1.3742150971932479,-0.730950845666311,1.512767846524592,0.199122780134708,0,0,0,0,0,0 +1517,US_NC_37187,37187,Washington County,NC,North Carolina,35.84,-76.56,google,11944.0,424.0,28.169811320754718,9.38806805975991,3.3731343155952453,0.11260884125920964,0.11185532484929672,0.11470194239785667,0.08807769591426658,0.10524112525117214,0.13998660415271266,0.16719691895512392,0.10046885465505694,0.059862692565304756,0.20209310113864704,0.5539768921634293,0.24393000669792364,0.9999999999999999,0.5274614869390489,0.4725385130609511,,103.0,1,,1,-1.01386631277468,-0.02845994368923684,-0.6786348615767743,-1.2372182123955702,1.376137976903847,1.277875290075555,0,0,0,0,0,0 +1518,US_NC_37189,37189,Watauga County,NC,North Carolina,36.23,-81.7,google,55181.0,312.0,176.86217948717947,10.918392092130752,5.181008977844349,0.06868306119860097,0.14593791341222523,0.26703031840669794,0.09428970116525616,0.09608379695909824,0.11177760461028252,0.11607256120766206,0.06663525488845798,0.03348978815171889,0.18543339192838118,0.6564052844276109,0.1581613236440079,1.0,0.5008789257171853,0.4991210742828147,,103.0,1,,1,0.14045657034804673,1.2331874656240789,-1.226356463320844,2.135160719930742,-0.6511878515803913,-0.022883527118162387,0,0,0,0,0,0 +1519,US_NC_37191,37191,Wayne County,NC,North Carolina,35.36,-78.0,google,123034.0,557.0,220.88689407540394,11.7202241467226,5.402167765893283,0.13226425215794008,0.1305817903994018,0.1445779215501406,0.11875579108213989,0.11646374172992831,0.13271941089454947,0.11754474372937562,0.0686720743859421,0.038420274070582114,0.23672968447746154,0.5974055952013264,0.16586472032121202,1.0,0.5130370466700261,0.4869629533299738,,103.0,1,,1,0.7452782090716741,1.3875258264713337,0.460112799972277,0.19263966144001451,-0.46910163438922525,0.5720472208230131,0,0,0,0,0,0 +1520,US_NC_37193,37193,Wilkes County,NC,North Carolina,36.2,-81.17,google,68489.0,757.0,90.47424042272127,11.134443028191951,4.516057407211011,0.10569580516579305,0.12184438376965644,0.10949203521733417,0.10420651491480384,0.1276701368102907,0.1477609543138314,0.13859159865087825,0.09455533005300121,0.05018324110441093,0.2031713121815182,0.5827943173356306,0.21403437048285126,1.0,0.5072055366555214,0.4927944633444787,,103.0,1,,1,0.3034237159591354,0.769142892221691,-0.6431864949836986,-0.28842583768008967,0.6694908266883587,0.28669518097962476,0,0,0,0,0,0 +1521,US_NC_37195,37195,Wilson County,NC,North Carolina,35.7,-77.92,google,81436.0,374.0,217.7433155080214,11.307584994170686,5.387898967093212,0.12388869787317648,0.13276683530625277,0.12418340782946118,0.11300898865366668,0.12207131980942089,0.13766638832948574,0.1283216267989587,0.07617024411808046,0.04192249128149712,0.23010216611817869,0.5876442850827645,0.18225354879905692,1.0,0.5264747777395746,0.47352522226042537,,103.0,1,,1,0.43402464042379,1.377568170989992,0.24221974280548242,-0.12874424265210754,-0.08171670449766053,1.2295928585780693,0,0,0,0,0,0 +1522,US_NC_37197,37197,Yadkin County,NC,North Carolina,36.16,-80.67,google,37588.0,338.0,111.20710059171597,10.534466733384463,4.7203462762173345,0.10926359476428647,0.12275194210918378,0.11383952325210174,0.10266574438650633,0.13238267532191125,0.15563477705650738,0.12865808236671278,0.087820581036501,0.04698307970628924,0.20746514845163352,0.5934021496222198,0.19913270192614665,1.0,0.5071565393210599,0.4928434606789401,,103.0,1,,1,-0.14913819366108944,0.9117083740636298,-0.5020179517749657,0.06082918165749419,0.31725809468374344,0.28429760482855854,0,0,0,0,0,0 +1523,US_ND_38003,38003,Barnes County,ND,North Dakota,46.93,-98.07,google,10679.0,3919.0,2.72492982903802,9.276128112514186,1.3150480138119462,0.10684521022567656,0.12931922464650247,0.11817585916284297,0.10984174548178668,0.10038393107968911,0.13990073976964135,0.14083715703717575,0.08952149077628992,0.06517464182039517,0.21030058994287856,0.5645846989418485,0.22511471111527295,1.0,0.49676936042700626,0.5032306395729937,,201.5,1,,1,-1.0983025758849863,-1.4647206010280722,-0.40879708365324996,-0.8879640328955868,0.9313983196411296,-0.22397601182716084,0,0,0,0,0,0 +1524,US_ND_38013,38013,Burke County,ND,North Dakota,48.79,-102.52,google,2128.0,2925.0,0.7275213675213675,7.663407664893479,0.5466876456259517,0.14849624060150377,0.11654135338345864,0.10432330827067669,0.11654135338345864,0.09586466165413533,0.13956766917293234,0.14332706766917294,0.08787593984962407,0.047462406015037595,0.24172932330827065,0.5512687969924812,0.20700187969924813,1.0,0.48120300751879697,0.518796992481203,,201.5,1,,1,-2.31477704625218,-2.00093026654487,0.6244860284596737,-1.3263802396358775,0.5032629018033085,-0.9856810494985742,0,0,0,0,0,0 +1525,US_ND_38015,38015,Burleigh County,ND,North Dakota,46.98,-100.47,google,95247.0,4320.0,22.047916666666666,11.464239295393172,3.137575382132974,0.1352693523155585,0.12324797631421462,0.13940596554222182,0.1450334393734186,0.11272795993574601,0.12753157579766292,0.11187753945006142,0.06024336724516258,0.044662824025953576,0.2338677333669302,0.605287305636923,0.16084496099614687,1.0,0.49883985847323276,0.5011601415267672,,201.5,1,,1,0.5521889251214354,-0.19284762185579585,0.3660203745530204,0.4521391384516952,-0.5877543566897641,-0.1226607710896971,0,0,0,0,0,0 +1526,US_ND_38017,38017,Cass County,ND,North Dakota,46.93,-97.25,google,177745.0,4579.0,38.81742738589212,12.088110843896105,3.68430469046893,0.13441728318658752,0.1217812034093786,0.20782019184787195,0.15185237278123154,0.1091507496694703,0.10664716307069116,0.09172128611212692,0.04383808264648795,0.03277166727615404,0.23184224591409042,0.6456873611072041,0.12247039297870545,1.0,0.4937522855776534,0.5062477144223466,,201.5,1,,1,1.022775016258265,0.18869410217035593,0.29942838198100724,1.782281034864473,-1.4948191515377753,-0.3716098940431959,0,0,0,0,0,0 +1527,US_ND_38023,38023,Divide County,ND,North Dakota,48.81,-103.49,google,2295.0,3352.0,0.6846658711217184,7.738923757439457,0.5215672480708631,0.1272331154684096,0.1037037037037037,0.08888888888888889,0.10806100217864924,0.0840958605664488,0.1616557734204793,0.14640522875816994,0.09760348583877995,0.08235294117647059,0.21019607843137253,0.5366448801742919,0.25315904139433554,1.0,0.477124183006536,0.5228758169934641,,201.5,1,,1,-2.2578152840201726,-2.0184608427281048,-0.41223311076274505,-1.8078618669033977,1.5942859039304451,-1.185269302256763,0,0,0,0,0,0 +1528,US_ND_38025,38025,Dunn County,ND,North Dakota,47.36,-102.62,google,4274.0,5393.0,0.7925088077137029,8.360539381370861,0.5836162071273784,0.14202152550304165,0.10786148806738419,0.1303228825456247,0.13336452971455312,0.10528778661675246,0.15184838558727187,0.13172671970051475,0.05264389330837623,0.044922788956481045,0.228310715956949,0.6082592419279363,0.16343004211511464,1.0,0.4658399625643425,0.5341600374356574,,201.5,1,,1,-1.7889308359997225,-1.975159218960199,0.18332219907472105,0.549987939106298,-0.5266504486594189,-1.7374376622892913,0,0,0,0,0,0 +1529,US_ND_38027,38027,Eddy County,ND,North Dakota,47.72,-98.9,google,2315.0,1889.0,1.2255161461090525,7.7475968386928855,0.7999888644953322,0.13088552915766738,0.12397408207343412,0.09503239740820735,0.10151187904967603,0.09071274298056156,0.14989200863930885,0.1511879049676026,0.07904967602591792,0.07775377969762419,0.2300647948164147,0.5375377969762419,0.23239740820734342,1.0,0.501511879049676,0.49848812095032397,,201.5,1,,1,-2.2512731818599487,-1.8241609178529168,0.24099108575012299,-1.7784632427069944,1.1035404044916146,0.008088643743697657,0,0,0,0,0,0 +1530,US_ND_38031,38031,Foster County,ND,North Dakota,47.46,-98.89,google,3249.0,1675.0,1.9397014925373135,8.086410275323782,1.0783080430451772,0.11849799938442598,0.12003693444136658,0.10526315789473684,0.0997229916897507,0.10987996306555864,0.1489689135118498,0.13265620190827948,0.08587257617728532,0.07910126192674669,0.21452754693751924,0.5541705140043091,0.23130193905817176,1.0,0.5041551246537396,0.49584487534626037,,201.5,1,,1,-1.9957063249462614,-1.6299324804994209,-0.2698273317573856,-1.2308433567272599,1.0776466537501315,0.1374300189707912,0,0,0,0,0,0 +1531,US_ND_38035,38035,Grand Forks County,ND,North Dakota,47.92,-97.45,google,70489.0,3729.0,18.902923035666397,11.163226134767921,2.990866607158115,0.128019974747833,0.1261473421384897,0.25186908595667407,0.12645944757338023,0.08944658031749635,0.10281036757508263,0.093276965200244,0.04904311310984693,0.032927123380953056,0.22893784845862475,0.6424534324504533,0.12860871909092197,1.0,0.48328107931734027,0.5167189206826597,,201.5,1,,1,0.3251348031963455,-0.2952301319576259,0.20394044720788465,1.675806329662186,-1.3497267165387088,-0.8839952039490647,0,0,0,0,0,0 +1532,US_ND_38037,38037,Grant County,ND,North Dakota,46.36,-101.64,google,2363.0,4315.0,0.5476245654692932,7.768110378525988,0.4367212169860715,0.12441811256876852,0.09902666102412187,0.07702073635209479,0.09098603470165044,0.09733389758781211,0.1404993652137114,0.16800677105374523,0.12103258569614897,0.08167583580194668,0.20363944138806603,0.5096487515869657,0.28671180702496823,0.9999999999999999,0.502327549724926,0.49767245027507406,,201.5,1,,1,-2.2357998259285807,-2.0776716815898393,-0.6277958014489308,-2.696689400849837,2.387377111094018,0.048001683495682256,0,0,0,0,0,0 +1533,US_ND_38049,38049,McHenry County,ND,North Dakota,48.23,-100.64,google,5890.0,4951.0,1.1896586548172086,8.681181041521688,0.7837456662998686,0.13514431239388794,0.1234295415959253,0.09202037351443124,0.12037351443123939,0.10814940577249575,0.14193548387096774,0.13582342954159593,0.08251273344651952,0.06061120543293718,0.23388794567062818,0.5550764006791171,0.21103565365025467,1.0,0.4831918505942275,0.5168081494057725,,201.5,1,,1,-1.5470709437381156,-1.8354964320620568,0.3666848948766747,-1.2010177090755965,0.5986097559925209,-0.888361414088381,0,0,0,0,0,0 +1534,US_ND_38051,38051,McIntosh County,ND,North Dakota,46.12,-99.44,google,2608.0,2577.0,1.0120294916569654,7.866722285136729,0.6991439100112626,0.09969325153374232,0.0977760736196319,0.08627300613496933,0.0897239263803681,0.07860429447852761,0.1549079754601227,0.138420245398773,0.11618098159509202,0.138420245398773,0.17791411042944785,0.49827453987730064,0.32381134969325154,1.0,0.5103527607361963,0.48964723926380366,,201.5,1,,1,-2.161416899214172,-1.8945368007743926,-1.4735680355385914,-3.0711768949282447,3.264303961295083,0.44069762786405936,0,0,0,0,0,0 +1535,US_ND_38053,38053,McKenzie County,ND,North Dakota,47.73,-103.39,google,12688.0,7410.0,1.712280701754386,9.448490755396914,0.9977898683187715,0.18497793190416142,0.14675283732660782,0.1476986128625473,0.15156052963430014,0.10505989911727617,0.12050756620428751,0.08598675914249684,0.03570302648171501,0.021752837326607818,0.3023802017654477,0.597170554854981,0.10044924337957124,1.0,0.47099621689785626,0.5290037831021438,,201.5,1,,1,-0.968289494559456,-1.686123071953271,2.6185062047109846,0.18490113216370413,-2.0153360088057837,-1.4851277651340502,0,0,0,0,0,0 +1536,US_ND_38055,38055,McLean County,ND,North Dakota,47.61,-101.32,google,9636.0,6030.0,1.5980099502487561,9.173365135851288,0.9547457482059527,0.12318389373183894,0.11145703611457036,0.09568285595682856,0.10979659609796596,0.10689082606890826,0.13439186384391863,0.16604400166044,0.09661685346616854,0.05593607305936073,0.21234952262349524,0.5520755500207555,0.23557492735574928,1.0,0.489829804898298,0.5101701951017019,,201.5,1,,1,-1.1758166532898982,-1.7161619367930208,-0.34143428184626523,-1.2998184938542445,1.1786478494318262,-0.563547807262296,0,0,0,0,0,0 +1537,US_ND_38059,38059,Morton County,ND,North Dakota,46.72,-101.28,google,30938.0,5038.0,6.140928940055578,10.339772802984179,1.9658428715379879,0.13594931799082036,0.11422845691382766,0.1367250630292844,0.14409464089469262,0.11442239317344366,0.1308746525308682,0.11616781950998772,0.060960630939297954,0.04657702501777749,0.2273320835218825,0.6070463507660482,0.1656215657120693,1.0,0.49272739026439977,0.5072726097356002,,201.5,1,,1,-0.2959957573614877,-1.010555462598053,0.15114768041487445,0.5100543961584919,-0.47484911239492306,-0.4217608785284182,0,0,0,0,0,0 +1538,US_ND_38061,38061,Mountrail County,ND,North Dakota,48.2,-102.37,google,10276.0,5027.0,2.0441615277501493,9.237663667625073,1.113225502898461,0.1610548851693266,0.12971973530556638,0.16300116776956014,0.13838069287660568,0.11288439081354612,0.12427014402491242,0.09916309848189957,0.04651615414558194,0.02500973141300117,0.2648306734137797,0.6140618917866875,0.1211074347995329,1.0,0.461950175165434,0.538049824834566,,201.5,1,,1,-1.12731629323041,-1.6055649047578084,1.3839895901690815,0.7410358868749904,-1.5270355762442547,-1.9277758021664133,0,0,0,0,0,0 +1539,US_ND_38065,38065,Oliver County,ND,North Dakota,47.11,-101.35,google,1930.0,1894.0,1.0190073917634637,7.565793282428515,0.7026060004252684,0.14041450777202072,0.12694300518134716,0.07772020725388601,0.10621761658031088,0.09378238341968911,0.15595854922279792,0.17046632124352332,0.08082901554404145,0.04766839378238342,0.24196891191709843,0.544300518134715,0.21373056994818654,1.0,0.48601036269430054,0.5139896373056995,,201.5,1,,1,-2.388407540851835,-1.8921207387028078,0.6323629880710648,-1.5558056586534441,0.6623098528328322,-0.7504437606712292,0,0,0,0,0,0 +1540,US_ND_38069,38069,Pierce County,ND,North Dakota,48.25,-99.98,google,4096.0,2803.0,1.4612914734213343,8.318010277546872,0.9006862013813204,0.123291015625,0.1162109375,0.102294921875,0.107666015625,0.102783203125,0.136962890625,0.138427734375,0.09033203125,0.08203125,0.216259765625,0.5421630859375,0.2415771484375,1.0,0.4931640625,0.5068359375,,201.5,1,,1,-1.8210105241600643,-1.7538880516748452,-0.21287714240514158,-1.6261790302531143,1.3205231516287426,-0.40039328885411996,0,0,0,0,0,0 +1541,US_ND_38071,38071,Ramsey County,ND,North Dakota,48.25,-98.72,google,11596.0,3369.0,3.441970911249629,9.358501722956703,1.4910981768802465,0.13815108658157985,0.12167988961710935,0.12305967575025871,0.11383235598482236,0.09874094515350121,0.1424629182476716,0.12901000344946534,0.07649189375646774,0.056571231459123836,0.23549499827526735,0.5669368747844084,0.19756812694032425,0.9999999999999999,0.4962918247671611,0.503708175232839,,201.5,1,,1,-1.0361681902987367,-1.3418618449525899,0.4195199963535689,-0.8105203858634573,0.2802760265626297,-0.24734316275305093,0,0,0,0,0,0 +1542,US_ND_38085,38085,Sioux County,ND,North Dakota,46.11,-101.05,google,4425.0,2922.0,1.5143737166324436,8.395251520610994,0.9220237533096327,0.21107344632768363,0.19163841807909604,0.13627118644067795,0.1168361581920904,0.10689265536723164,0.12203389830508475,0.06644067796610169,0.03367231638418079,0.015141242937853107,0.36438418079096047,0.5535819209039547,0.08203389830508474,1.0,0.5019209039548023,0.49807909604519773,,201.5,1,,1,-1.762747481494761,-1.7389973805052228,4.657012296127786,-1.2502223485035626,-2.4506219824342668,0.028103372473344934,0,0,0,0,0,0 +1543,US_ND_38087,38087,Slope County,ND,North Dakota,46.45,-103.46,google,767.0,3158.0,0.2428752374920836,6.643789733147672,0.2174274354009214,0.11082138200782268,0.11734028683181226,0.08735332464146023,0.10951760104302477,0.08604954367666232,0.17079530638852672,0.1760104302477184,0.07040417209908735,0.07170795306388526,0.2046936114732725,0.5651890482398957,0.2301173402868318,1.0,0.47196870925684486,0.5280312907431551,,201.5,1,,1,-3.0838744960472035,-2.2307085249024334,-0.593137829914579,-0.868066279983055,1.0496461342129655,-1.4375410032697522,0,0,0,0,0,0 +1544,US_ND_38089,38089,Stark County,ND,North Dakota,46.81,-102.66,google,30291.0,3472.0,8.724366359447005,10.318638930233714,2.2746347315408513,0.15588788749133406,0.12317189924399986,0.1557558350665214,0.15103496087946916,0.10237364233600739,0.12370010894325047,0.09243669736885543,0.049453633092337655,0.04618533557822455,0.254425406886534,0.6037172757584761,0.14185731735498994,1.0,0.48380707140734874,0.5161929285926513,,201.5,1,,1,-0.3119370301957585,-0.7950612923855096,1.0418954289237528,0.40044706784356665,-1.0365678280540596,-0.858256944827143,0,0,0,0,0,0 +1545,US_ND_38099,38099,Walsh County,ND,North Dakota,48.37,-97.72,google,10801.0,1294.0,8.346986089644513,9.287486581152837,2.235053947983282,0.12998796407740024,0.12100731413757985,0.10897139153782057,0.10443477455791131,0.10573095083788538,0.14572724747708546,0.13461716507730764,0.08554763447828904,0.06397555781872048,0.22679381538746415,0.5563744097768725,0.21683177483566338,1.0,0.4880103694102398,0.5119896305897602,,201.5,1,,1,-1.0897348869580117,-0.822683225518791,0.13345102790849472,-1.1582817211480698,0.7356134473843672,-0.6525778572132537,0,0,0,0,0,0 +1546,US_ND_38101,38101,Ward County,ND,North Dakota,48.22,-101.55,google,68516.0,2056.0,33.324902723735406,11.134837168642433,3.5358711176729005,0.14481289041975598,0.11826434701383619,0.20828711541829645,0.1466956623270477,0.10091073617841088,0.10759530620584973,0.08695779088096212,0.0490250452449063,0.03745110631093467,0.23942436803082492,0.630620584972853,0.12995504699632202,0.9999999999999999,0.4744001401132582,0.5255998598867417,,201.5,1,,1,0.3037210159632726,0.08510792084722477,0.5487059664803761,1.2862185926998817,-1.317903383836832,-1.3185643140606154,0,0,0,0,0,0 +1547,US_ND_38105,38105,Williams County,ND,North Dakota,48.35,-103.48,google,33467.0,2148.0,15.580540037243948,10.41834503741549,2.808229720783699,0.1731257656796247,0.127319449009472,0.1638330295514985,0.15950040338243643,0.1104969074013207,0.11695102638419937,0.0852481548988556,0.03507933187916455,0.028445931813428152,0.2749813248872023,0.6188693339707773,0.1061493411420205,1.0,0.4645770460453581,0.5354229539546419,,201.5,1,,1,-0.236728748372788,-0.4226855133238718,1.7177127670624013,0.8993173592443522,-1.8806020359006113,-1.7992356878346043,0,0,0,0,0,0 +1548,US_OH_39001,39001,Adams County,OH,Ohio,38.84,-83.48,google,27753.0,1517.0,18.29466051417271,10.231135252930956,2.959828400337399,0.12643678160919541,0.1362014917306237,0.11007818974525277,0.10744784347638094,0.1313371527402443,0.14293950203581596,0.12953554570677045,0.07736100601736749,0.038662486938349006,0.2353979749936944,0.5838107591972039,0.1807912658091017,1.0,0.5031528123085792,0.4968471876914207,,319.0,1,,1,-0.37794102342291513,-0.316890523600247,0.41633015993332323,-0.2549602424077994,-0.11628088303618143,0.0883840820624577,0,0,0,0,0,0 +1549,US_OH_39003,39003,Allen County,OH,Ohio,40.766667,-84.116667,google,103093.0,1054.0,97.8111954459203,11.543396472385318,4.593210912564213,0.12476113800161019,0.1364884133743319,0.13533411579835683,0.11594385651790132,0.1142172601437537,0.13393731873163067,0.1238784398552763,0.06983015335667796,0.04560930422046114,0.23395186870107576,0.588669453794147,0.17737867750477723,1.0,0.4945922613562512,0.5054077386437489,,319.0,1,,1,0.6118971560794703,0.822985408066905,0.36878649366109467,-0.09499132231504084,-0.19694468904322007,-0.330507537836015,0,0,0,0,0,0 +1550,US_OH_39005,39005,Ashland County,OH,Ohio,40.84,-82.27,google,53662.0,1106.0,48.51898734177215,10.890479029983002,3.9023561786876866,0.11950728634788119,0.14166449256457084,0.13113562670045842,0.10959338079087623,0.11389810294062838,0.13307368342588796,0.12589914650963438,0.0789385412396109,0.046289739480451716,0.23283888039953785,0.5789832656255823,0.1881778539748798,1.0,0.5097648242704335,0.49023517572956654,,319.0,1,,1,0.11940175731916364,0.34086399588735805,0.3321947544208255,-0.4139018918567912,0.0583168890136046,0.41192825777184616,0,0,0,0,0,0 +1551,US_OH_39007,39007,Ashtabula County,OH,Ohio,41.89,-80.76,google,97748.0,3544.0,27.581264108352144,11.490158247616256,3.352751402046749,0.11717886810983345,0.12598723247534477,0.11526578548921718,0.11194090927691615,0.12304088063182879,0.14672422965175758,0.13554241519008062,0.07893767647419896,0.04538200270082252,0.21796865409010927,0.589940459139829,0.19209088677006178,1.0,0.49609199165200313,0.5039080083479969,,319.0,1,,1,0.571739581730623,-0.042684408808254345,-0.1566939812527939,-0.05314441291909289,0.15080976835968823,-0.25712155409538834,0,0,0,0,0,0 +1552,US_OH_39009,39009,Athens County,OH,Ohio,39.33,-82.05,google,66503.0,1317.0,50.4958238420653,11.105017375210924,3.9415007139363487,0.07756041080853496,0.17367637550185705,0.25622904229884363,0.10888230606138069,0.09662721982466957,0.10745379907673339,0.10079244545358856,0.05177210050674406,0.027006300467648077,0.2165015112100206,0.654323865088793,0.1291746237011864,1.0,0.5024585357051562,0.49754146429484386,,319.0,1,,1,0.28122795619301216,0.3681814878111668,-0.20492926784317442,2.0666315301972755,-1.336350353605327,0.05441119262052395,0,0,0,0,0,0 +1553,US_OH_39011,39011,Auglaize County,OH,Ohio,40.56,-84.22,google,45753.0,1040.0,43.99326923076923,10.73103449857573,3.806512905933643,0.12952156142766594,0.13520424890171137,0.1153366992328372,0.11229864708325137,0.1177190566738793,0.14224203877341376,0.12563110615697332,0.07289139509977488,0.04915524665049286,0.237684960549035,0.5774528446222106,0.1848621948287544,1.0,0.5013660306427994,0.4986339693572006,,319.0,1,,1,-0.0008671970323251065,0.27397859763756094,0.4915194309900375,-0.46428986959687923,-0.020055789521805274,0.0009518746553094396,0,0,0,0,0,0 +1554,US_OH_39013,39013,Belmont County,OH,Ohio,40.02,-80.99,google,68002.0,1402.0,48.50356633380884,11.127307100832148,3.902044714127027,0.10234993088438575,0.1065703949883827,0.12311402605805712,0.11890826740389988,0.12164348107408605,0.14548101526425694,0.14589276785976882,0.08101232316696567,0.05502779330019705,0.18760624687509192,0.603407252727861,0.20898650039704714,1.0,0.4887503308726214,0.5112496691273786,,319.0,1,,1,0.2980410884439935,0.3406466365403553,-1.154919466627254,0.3902397892377892,0.550173646577868,-0.6163694802798542,0,0,0,0,0,0 +1555,US_OH_39015,39015,Brown County,OH,Ohio,38.93,-83.87,google,43523.0,1283.0,33.9228371005456,10.681067789070903,3.5531409733912382,0.12133814305080072,0.1297934425476185,0.11194081290352227,0.11288284355398295,0.12744985410013096,0.14877191370080187,0.12763366495875744,0.07805068584426625,0.042138639340119015,0.22517289708889554,0.5908209452473405,0.184006157663764,1.0,0.5027916274153895,0.4972083725846104,,319.0,1,,1,-0.038557068559997396,0.09715990054539111,0.08016006372760762,-0.024155060127929673,-0.0402900544415143,0.07071029846679483,0,0,0,0,0,0 +1556,US_OH_39017,39017,Butler County,OH,Ohio,39.44,-84.58,google,380607.0,1218.0,312.48522167487687,12.849525253066265,5.747752219168804,0.12628774562737943,0.14637670878360093,0.1457908025863949,0.12072820520904766,0.12167143536508787,0.13473740630098763,0.11056286405662534,0.059286875963920786,0.034557956106955466,0.2433891126542602,0.6074846232465508,0.14912626409918892,1.0,0.5100300309768344,0.48996996902316564,,319.0,1,,1,1.597109639156939,1.6286961571797702,0.6790549568646745,0.5244841928895921,-0.8647507620146131,0.42490556115697736,0,0,0,0,0,0 +1557,US_OH_39019,39019,Carroll County,OH,Ohio,40.58,-81.09,google,27324.0,1033.0,26.45111326234269,10.215557313044739,3.3124067231383654,0.10646318255013908,0.12545747328356024,0.1026936026936027,0.10415751720099546,0.12066315327184893,0.15619967793880837,0.14507392768262334,0.09036012296881862,0.04893134240960328,0.20682916117698724,0.5813424096032792,0.21182842921973358,1.0,0.5003659786268482,0.4996340213731518,,319.0,1,,1,-0.3896914580381988,-0.0708394356401565,-0.5229273184608773,-0.33622882413754357,0.617348698121148,-0.04798345804434739,0,0,0,0,0,0 +1558,US_OH_39021,39021,Champaign County,OH,Ohio,40.14,-83.77,google,38851.0,1113.0,34.906558849955076,10.567514834522221,3.5809199765773645,0.11523512908290649,0.13399912486165091,0.11876142184242362,0.1113484852384752,0.12550513500296004,0.15029214177241254,0.12537643818691926,0.07876245141695194,0.040719672595299995,0.2224344289722272,0.5953952279220612,0.18217034310571156,1.0,0.5015572314740934,0.4984427685259067,,319.0,1,,1,-0.12421002251555224,0.116545817132928,-0.009872608767203049,0.12644980812916773,-0.08368344859573583,0.010307864286431125,0,0,0,0,0,0 +1559,US_OH_39023,39023,Clark County,OH,Ohio,39.92,-83.78,google,134549.0,1045.0,128.75502392344498,11.809691156155052,4.8656482413229485,0.1214278812923173,0.13244245590825648,0.12327850820147307,0.11077748626894292,0.11577938148927157,0.13762272480657603,0.13081479609658936,0.0804836899568187,0.04737307597975459,0.22738184601892247,0.5793539899962096,0.19326416398486795,1.0,0.5158715412229002,0.4841284587770998,,319.0,1,,1,0.8127631430385283,1.0131091247194142,0.15278372305172452,-0.40169606660104884,0.17854267875139104,0.7107469402054354,0,0,0,0,0,0 +1560,US_OH_39025,39025,Clermont County,OH,Ohio,39.05,-84.15,google,204260.0,1185.0,172.37130801687763,12.227153866841245,5.155435583624568,0.12251542152159013,0.13194458043669832,0.1184079114853618,0.12694115343190052,0.12676980319201017,0.14684715558601782,0.12391070204641144,0.06822187408205228,0.034441398217957504,0.2280710858709488,0.6073102908058357,0.1646186233232155,1.0,0.5075981592088514,0.4924018407911485,,319.0,1,,1,1.1276551199023797,1.2153407601867698,0.17544387581748078,0.5187444264313569,-0.49855579573208947,0.30590729691573465,0,0,0,0,0,0 +1561,US_OH_39027,39027,Clinton County,OH,Ohio,39.41498,-83.80838,google,42004.0,1068.0,39.329588014981276,10.645543937798948,3.69708539348426,0.12334539567660223,0.13860584706218457,0.12446433672983526,0.11686982192172174,0.11929816207980193,0.14160556137510713,0.12589277211694125,0.07035044281497001,0.03956766022283592,0.23423007332634987,0.5929054375773736,0.17286448909627655,1.0,0.5060470431387487,0.4939529568612513,319.0,319.0,0,,1,-0.06535269716705683,0.19761327183692645,0.377933032838012,0.04447530556470328,-0.3036471639948833,0.2300068640026893,0,0,0,0,0,0 +1562,US_OH_39029,39029,Columbiana County,OH,Ohio,40.77,-80.78,google,103062.0,1386.0,74.35930735930737,11.543095730715292,4.322267439133876,0.10942927558168869,0.11627952106499001,0.11178707962197512,0.11343657216044711,0.12373134617996934,0.14902679940230154,0.14261318429683104,0.08405619918107547,0.0496400225107217,0.2024528924336807,0.5925442937261066,0.20500281384021268,1.0,0.49548815276241487,0.5045118472375851,,319.0,1,,1,0.6116703067428094,0.633904196597039,-0.6668059957831278,0.032584911811273674,0.4560107148213076,-0.28666907411202147,0,0,0,0,0,0 +1563,US_OH_39031,39031,Coshocton County,OH,Ohio,40.3,-81.92,google,36536.0,1470.0,24.854421768707482,10.50608072475522,3.252481641208521,0.12666958616159404,0.1302824611342238,0.11180753229691263,0.11364134004817167,0.1163236260126998,0.14016312677906723,0.13148675279176703,0.08049594920078826,0.049129625574775564,0.23089555506897308,0.5737354937595796,0.19536895117144734,1.0,0.5047076855703964,0.4952923144296037,,319.0,1,,1,-0.17054975005577686,-0.11265888582019287,0.26830400762970724,-0.586680892789633,0.2282938148873242,0.1644683648389388,0,0,0,0,0,0 +1564,US_OH_39033,39033,Crawford County,OH,Ohio,40.85,-82.92,google,41710.0,1043.0,39.990412272291465,10.638520161969526,3.7133381923405495,0.11637497003116759,0.1235914648765284,0.1135459122512587,0.10762407096619515,0.12476624310716855,0.13867178134739871,0.1345960201390554,0.08731719012227283,0.053512347158954685,0.2152481419323903,0.5766243107168545,0.20812754735075523,1.0,0.5103572284823783,0.4896427715176217,,319.0,1,,1,-0.07065072882200356,0.20895548598445954,-0.24613631531657457,-0.491568734620303,0.5298704585819868,0.4409162471382043,0,0,0,0,0,0 +1565,US_OH_39035,39035,Cuyahoga County,OH,Ohio,41.54,-81.66,google,1247581.0,3226.0,386.72690638561687,14.036717835910519,5.960301242283301,0.11389160303018402,0.11933413541886258,0.13808882950285392,0.12540107616258983,0.11568787918379649,0.14110827272938592,0.12640381666601205,0.07082425910622236,0.04926012820009282,0.2093589113652741,0.6073547929954047,0.18328629563932122,1.0,0.5230770587240428,0.47692294127595725,,319.0,1,,1,2.492608589746906,1.7770260884322344,-0.4397566695826231,0.5202096280539509,-0.057305529357695256,1.0633329962979516,0,0,0,0,0,0 +1566,US_OH_39037,39037,Darke County,OH,Ohio,40.13,-84.62,google,51549.0,1555.0,33.15048231511254,10.850307489445106,3.5307767093464215,0.12605482162602571,0.13526935537061824,0.10950745892257852,0.10867330113096277,0.11717007119439757,0.14275737647675027,0.12696657549128015,0.08295020271974238,0.05065083706764438,0.23427030592252035,0.5686453665444529,0.19708432753302682,1.0,0.5048206560748026,0.4951793439251974,,319.0,1,,1,0.08910037832209854,0.08155272578791108,0.3792557607283185,-0.7542695603817222,0.2688403952891161,0.16999632651512353,0,0,0,0,0,0 +1567,US_OH_39039,39039,Defiance County,OH,Ohio,41.32,-84.49,google,38156.0,1073.0,35.560111835973906,10.549464506119595,3.5989578055521103,0.11932592514938672,0.13866757521752804,0.12089841702484537,0.11909005136806793,0.11762239228430653,0.13237760771569346,0.12925883216270048,0.07728797567879232,0.04547122339867911,0.23025998532340913,0.5823513995177692,0.1873886151588217,0.9999999999999999,0.5035643149177063,0.49643568508229374,,319.0,1,,1,-0.13782537892523503,0.12913373634592984,0.24740836805600785,-0.30300857870227954,0.039661545598443315,0.10852005175524879,0,0,0,0,0,0 +1568,US_OH_39041,39041,Delaware County,OH,Ohio,40.28,-83.01,google,200870.0,1181.0,170.08467400508044,12.210418189960405,5.142158603566992,0.1368945088863444,0.15646437994722956,0.09257231044954448,0.13152287549161149,0.15915766416090008,0.13577935978493552,0.10400258873898541,0.05587195698710609,0.027734355553342957,0.262066012844128,0.6023263802459302,0.13560760690994175,1.0,0.5048339722208394,0.49516602777916063,,319.0,1,,1,1.1150314046764136,1.206075257526145,1.2930957878597835,0.3546528635229618,-1.1842930694201792,0.1706479226583146,0,0,0,0,0,0 +1569,US_OH_39043,39043,Erie County,OH,Ohio,41.51,-82.61,google,74760.0,1622.0,46.091245376078916,11.22205163761701,3.8520871106264796,0.10743713215623328,0.11816479400749064,0.11728196896736223,0.10722311396468699,0.11285446762974853,0.14618780096308187,0.14621455323702515,0.09015516318887105,0.05448100588550027,0.2019689673622258,0.5802875869448904,0.2177434456928839,1.0,0.511115569823435,0.488884430176565,,319.0,1,,1,0.3695068594494945,0.3057831128967662,-0.6827160102927483,-0.3709580787109843,0.7571627333254569,0.47802400276751034,0,0,0,0,0,0 +1570,US_OH_39045,39045,Fairfield County,OH,Ohio,39.75,-82.63,google,154686.0,1317.0,117.45330296127563,11.94915899941669,4.774518815072715,0.1248206043210116,0.13989630606519013,0.11937085450525581,0.12521495157932844,0.13413625021010306,0.14146723038930478,0.1129643277348952,0.0672200457701408,0.034909429424770176,0.2367376491731637,0.6046507117644777,0.1586116390623586,1.0,0.5015579949058092,0.4984420050941908,,319.0,1,,1,0.917963688499001,0.9495133418138764,0.46037465543639905,0.43117975681515175,-0.6405436858303686,0.010345221128287781,0,0,0,0,0,0 +1571,US_OH_39047,39047,Fayette County,OH,Ohio,39.56,-83.45,google,28639.0,1054.0,27.171726755218216,10.262559621074582,3.3383188776744848,0.12849610670763645,0.13055623450539475,0.1188938161248647,0.11690352316770837,0.1277279234610147,0.13939034184154475,0.12399175948880897,0.0769929117636789,0.03704738293934844,0.23294109431195226,0.5910227312406159,0.17603617444743183,0.9999999999999999,0.5064771814658333,0.4935228185341667,,319.0,1,,1,-0.3542376335077333,-0.052756322179431006,0.33555524331781367,-0.017511405790319515,-0.22867761330025319,0.25105473132060874,0,0,0,0,0,0 +1572,US_OH_39049,39049,Franklin County,OH,Ohio,39.97,-83.01,google,1295510.0,1408.0,920.1065340909091,14.074415769878398,6.82557570176005,0.13679786338970754,0.1257396700913154,0.16872968946592462,0.1559710075568695,0.12293459718566434,0.12007317581493003,0.09544889657355018,0.047637609898804334,0.026667490023234094,0.2373895994627598,0.6405808523284267,0.12202954820881352,1.0,0.5118740881969263,0.4881259118030737,,319.0,1,,1,2.521044128172161,2.3808684359906187,0.4818088384925505,1.6141530164252862,-1.5052394583039672,0.5151404210873041,0,0,0,0,0,0 +1573,US_OH_39051,39051,Fulton County,OH,Ohio,41.6,-84.12,google,42265.0,1055.0,40.06161137440758,10.651738259322098,3.71507365520476,0.12584881107299184,0.13585709215663078,0.11434993493434284,0.11501242162545841,0.12043061634922513,0.1440671950786703,0.1302969359990536,0.0694901218502307,0.04464687093339643,0.23453448479829647,0.5861800544185497,0.1792854607831539,1.0000000000000002,0.5040104105051461,0.4959895894948539,,319.0,1,,1,-0.060680322605628584,0.21016659993627895,0.3879411750510296,-0.17695295251185159,-0.1518737977582873,0.1303487523018415,0,0,0,0,0,0 +1574,US_OH_39053,39053,Gallia County,OH,Ohio,38.83,-82.32,google,30162.0,1220.0,24.722950819672132,10.314371286671152,3.2473836213917116,0.12615211192891718,0.12800875273522977,0.11938863470592136,0.1132550891850673,0.11952125190637225,0.13785557986870897,0.12956700484052783,0.08020025197268085,0.0460513228565745,0.228559114117101,0.5804058086333798,0.19103507724951926,1.0,0.5061666998209667,0.4938333001790332,,319.0,1,,1,-0.3151561122444438,-0.11621660120213412,0.19148879048586667,-0.36706571720073594,0.12585345756254254,0.23586199899634944,0,0,0,0,0,0 +1575,US_OH_39055,39055,Geauga County,OH,Ohio,41.5,-81.17,google,93881.0,1057.0,88.81835383159887,11.449793953530111,4.4977893400768005,0.11195023487180579,0.1437564576431866,0.10345011237630618,0.0915840265868493,0.11945974158775471,0.1573268286447737,0.13963421778634655,0.08520360882393668,0.04763477167904049,0.2269554009863551,0.5703891096174944,0.20265548939615044,1.0,0.5048092798329801,0.4951907201670199,,319.0,1,,1,0.5412928087994373,0.75639429849763,0.13876348096072402,-0.6968581115351138,0.40052669310340006,0.1694396552924475,0,0,0,0,0,0 +1576,US_OH_39057,39057,Greene County,OH,Ohio,39.69,-83.89,google,166566.0,1078.0,154.5139146567718,12.023152909862905,5.046735210939186,0.11291620138563692,0.12971434746586938,0.15462339252908758,0.12219780747571533,0.11074288870477769,0.13566994464656654,0.12260005043046,0.07008633214461535,0.04144903521727123,0.21668767935833244,0.610476928064551,0.17283539257711658,1.0,0.507624605261578,0.492375394738422,,319.0,1,,1,0.9737772693048082,1.13948287774967,-0.19880861380893355,0.6230036122054325,-0.3043349223084267,0.30720137599175007,0,0,0,0,0,0 +1577,US_OH_39059,39059,Guernsey County,OH,Ohio,40.05,-81.5,google,39066.0,1368.0,28.55701754385965,10.573033399843746,3.3863211959917763,0.11943889827471459,0.12412327855424155,0.11877335790713152,0.11091486202836226,0.11931090974248708,0.14465263912353454,0.13459274049045206,0.08181026979982593,0.0463830440792505,0.21873752111810785,0.5857727947575897,0.19548968412430245,1.0,0.5017406440382942,0.49825935596170584,,319.0,1,,1,-0.12004737062098916,-0.01925731817729447,-0.13141592418778314,-0.19036167513502358,0.23114759583576755,0.019282752299559683,0,0,0,0,0,0 +1578,US_OH_39061,39061,Hamilton County,OH,Ohio,39.2,-84.54,google,814170.0,1069.0,761.6183348924228,13.60992569663236,6.63675768974187,0.13003058329341538,0.12859353697630715,0.14600390581819522,0.13425451686994117,0.11351560484911014,0.13341685397398578,0.11493177100605524,0.059787268015279366,0.03946595919771055,0.23290541287446112,0.6103754744095213,0.15671911271601754,1.0,0.5169448640947222,0.48305513590527777,,319.0,1,,1,2.170679428154614,2.2490994806151035,0.334382143964847,0.6196633257744288,-0.6852775841066455,0.7632676201190688,0,0,0,0,0,0 +1579,US_OH_39063,39063,Hancock County,OH,Ohio,41.0,-83.67,google,75973.0,1382.0,54.973227206946454,11.238146455473956,4.024873490825554,0.12258302291603596,0.13030945204217287,0.1361931212404407,0.12170113066484145,0.1183183499401103,0.13789109288826293,0.11860792650020402,0.07134113435036131,0.04305476945757045,0.22683058454977426,0.5994695483921919,0.17369986705803378,0.9999999999999999,0.5060613639055981,0.493938636094402,,319.0,1,,1,0.3816471749375691,0.42636419824235555,0.13465988841266646,0.26059379119175596,-0.28390122342410024,0.23070761904253767,0,0,0,0,0,0 +1580,US_OH_39065,39065,Hardin County,OH,Ohio,40.66,-83.66,google,31329.0,1219.0,25.700574241181297,10.352331383946238,3.2846850723352765,0.12410226946279805,0.15094640748188579,0.16183089150627214,0.10565290944492324,0.11376041367423154,0.12550671901433177,0.11143030419100514,0.06891378594912062,0.03785629927543171,0.2448593954483067,0.5926553672316384,0.1624852373200549,1.0,0.5028248587570622,0.4971751412429379,,319.0,1,,1,-0.28652282412812824,-0.0901853281668511,0.7273934744707121,0.03624192469329539,-0.5489829259191698,0.07233640064435073,0,0,0,0,0,0 +1581,US_OH_39071,39071,Highland County,OH,Ohio,39.18,-83.6,google,42903.0,1445.0,29.690657439446365,10.666720340662762,3.4239582903457095,0.12612171643008646,0.135864624851409,0.11304570775936415,0.11318555811947882,0.12565554856303754,0.13740297881267044,0.12724051931100389,0.07731394075006409,0.04416940540288558,0.2348134163112137,0.5800829778803347,0.18510360580845162,1.0,0.5103372724518099,0.4896627275481901,,319.0,1,,1,-0.04937934388314102,0.007008187710512418,0.39711161212791285,-0.37769468057905636,-0.014349525918431767,0.43993974293677157,0,0,0,0,0,0 +1582,US_OH_39075,39075,Holmes County,OH,Ohio,40.56,-81.93,google,43895.0,1098.0,39.97723132969035,10.689578478738811,3.7130165790274052,0.1700193643922998,0.17505410639024946,0.1394919694726051,0.1124501651668755,0.10734707825492652,0.110399817746896,0.09529559175304704,0.054516459733454835,0.03542544708964575,0.3100626495044994,0.5523476477958765,0.13758970269962412,1.0,0.4994190682310058,0.5005809317689942,,319.0,1,,1,-0.03213745831601372,0.20873104420660732,2.871082196755047,-1.2908598761890917,-1.1374420062363488,-0.09431842314437394,0,0,0,0,0,0 +1583,US_OH_39077,39077,Huron County,OH,Ohio,41.15,-82.6,google,58393.0,1281.0,45.58391881342701,10.974968423812204,3.841255391733777,0.1289024369359341,0.1361807065915435,0.12076790026201771,0.11482540715496721,0.12237768225643485,0.14202044765639718,0.12530611545904474,0.06993989005531485,0.039679413628345865,0.2378470022091689,0.589880636377648,0.17227236141318308,1.0,0.506122309180895,0.49387769081910504,,319.0,1,,1,0.1831320775750124,0.2982240655995451,0.4968468779771142,-0.05511403304485197,-0.3176433652067091,0.23368984124253797,0,0,0,0,0,0 +1584,US_OH_39081,39081,Jefferson County,OH,Ohio,40.38,-80.76,google,66318.0,1064.0,62.328947368421055,11.102231711287777,4.148342529016778,0.10218945082782954,0.11931903857173015,0.12544105672668054,0.10140534998039748,0.11689134171718085,0.145330076299044,0.14854187400102536,0.08801532012424983,0.05286649175186224,0.19764468168521368,0.5872025694381615,0.21515274887662475,0.9999999999999999,0.5148828372387587,0.4851171627612413,,319.0,1,,1,0.27912673086872825,0.5125285742453759,-0.8248856392771802,-0.14328740301037854,0.6959260863074255,0.6623668983338913,0,0,0,0,0,0 +1585,US_OH_39083,39083,Knox County,OH,Ohio,40.383333,-82.466667,google,61271.0,1371.0,44.690736688548505,11.02307824758943,3.8218955790728715,0.12108501574970214,0.14368951053516346,0.13412544270535817,0.10760392355274111,0.11201057596579132,0.13601867114948343,0.12762971062982487,0.07519054691452727,0.042646602797408235,0.23603662417783292,0.5823113707953192,0.18165200502684795,1.0,0.5100781772779945,0.4899218227220055,,319.0,1,,1,0.21942130084690864,0.2847135839281908,0.4373270422722627,-0.30432649473409445,-0.09593547506682591,0.4272614938764245,0,0,0,0,0,0 +1586,US_OH_39085,39085,Lake County,OH,Ohio,41.82,-81.24,google,230159.0,2535.0,90.79250493096647,12.34652999822543,4.519530648661085,0.10380649898548394,0.12072089294791861,0.1167801389474233,0.1160241398337671,0.12215033954787777,0.15157347746557814,0.13673156383195964,0.08249948948335716,0.04971345895663433,0.20038321334381884,0.5990380563002099,0.20057873035597132,1.0,0.5116854000929792,0.4883145999070208,,319.0,1,,1,1.2177004941110992,0.7715667361799634,-0.734850877712808,0.24638723372952004,0.35143806201124933,0.5059073862092814,0,0,0,0,0,0 +1587,US_OH_39087,39087,Lawrence County,OH,Ohio,38.59,-82.54,google,60075.0,1184.0,50.739020270270274,11.003365706325472,3.9462122409440883,0.11578859758635039,0.12376196421140241,0.11801914273824386,0.11756970453599667,0.13057012068248022,0.14102372034956304,0.12820640865584687,0.08193091968372868,0.04312942155638785,0.21479816895547232,0.5960382854764877,0.18916354556803994,1.0,0.5121098626716605,0.4878901373283396,,319.0,1,,1,0.2045521378564826,0.37146948446676975,-0.2609300861170394,0.14762200170639314,0.08161581298655586,0.5266775233371621,0,0,0,0,0,0 +1588,US_OH_39089,39089,Licking County,OH,Ohio,40.09,-82.48,google,173617.0,1783.0,97.37352776219855,12.064612762469244,4.588771741057079,0.12471128979305023,0.13532660972139826,0.12090981873894838,0.1211286913147906,0.12643923118127834,0.1451355570019065,0.11897452438413289,0.07181900389938774,0.035555273965107104,0.23297257757016882,0.6001658823732698,0.16686154005656129,0.9999999999999999,0.5089305770748256,0.49106942292517436,,319.0,1,,1,1.0050504216451324,0.8198874780231791,0.33659031904457787,0.28352007164721243,-0.4455396730315345,0.3711062170982953,0,0,0,0,0,0 +1589,US_OH_39091,39091,Logan County,OH,Ohio,40.39,-83.77,google,45198.0,1209.0,37.38461538461539,10.718830241681781,3.647656738289982,0.12241692110270366,0.1330147351652728,0.11301385017036152,0.11367759635382096,0.12241692110270366,0.14719677861852296,0.13224036461790345,0.07591043851497854,0.04011239435373246,0.2288287092349219,0.5890282755874154,0.18214301517766274,1.0,0.5042037258285765,0.4957962741714235,,319.0,1,,1,-0.01007286374486297,0.16311888122794463,0.20035227470948416,-0.0831773806009418,-0.08432940248472719,0.13980820992716728,0,0,0,0,0,0 +1590,US_OH_39093,39093,Lorain County,OH,Ohio,41.47,-82.15,google,307441.0,2391.0,128.58260142199916,12.63604173055194,4.864318526619023,0.1172712813190173,0.13073402701656578,0.11730055522848286,0.1157685539664521,0.12762448730000228,0.14442445867662412,0.12868160069736959,0.07431019285001024,0.04388484294547572,0.2218585029322699,0.5956056609235594,0.18253583614417074,1.0,0.5076974118611376,0.4923025881388624,,319.0,1,,1,1.4360790926875397,1.0121811670759089,-0.02880734100713589,0.13337815880647008,-0.07504424077982849,0.3107640058503464,0,0,0,0,0,0 +1591,US_OH_39095,39095,Lucas County,OH,Ohio,41.68,-83.5,google,431039.0,1543.0,279.351263771873,12.973956172204137,5.636043330395701,0.1285080932351829,0.1277889007723199,0.14198947195033396,0.12352014550887506,0.11743948923415283,0.13584385635638538,0.12138112792577933,0.06390605026459323,0.0396228647523774,0.23073921385303883,0.6050413071671009,0.16421947897986028,1.0,0.5159834724932083,0.48401652750679175,,319.0,1,,1,1.6909678380027848,1.5507387450533563,0.2631639742636174,0.4440398210781211,-0.5079904239409515,0.7162240492604183,0,0,0,0,0,0 +1592,US_OH_39097,39097,Madison County,OH,Ohio,39.9,-83.4,google,44041.0,1207.0,36.487986743993375,10.692899003066138,3.624020528158713,0.10762698394677686,0.12050135101382803,0.12397538657160373,0.1403237891964306,0.1466815013283077,0.148270929361277,0.1112826684226062,0.06593855725346835,0.035398832905701505,0.2040280647578393,0.6389932108716878,0.15697872437047297,1.0,0.45682432279012736,0.5431756772098726,,319.0,1,,1,-0.029632787975666954,0.1466240633620854,-0.6150190229421229,1.5618810976492437,-0.6791411087206103,-2.1785980467637325,0,0,0,0,0,0 +1593,US_OH_39099,39099,Mahoning County,OH,Ohio,41.02,-80.77,google,229791.0,1097.0,209.4721969006381,12.344929830910043,5.349353563166819,0.10639233042199216,0.1187035175442032,0.12503970999734543,0.1105134665848532,0.11560069802559718,0.14233803760808736,0.14327802220278427,0.08037738640764869,0.05775683120748854,0.20135514445735475,0.5888716268261159,0.20977322871652937,1.0,0.5118738331788452,0.4881261668211549,,319.0,1,,1,1.2164934884639922,1.3506687901755228,-0.7028966785385061,-0.08833492501517937,0.568769649049816,0.515127942341755,0,0,0,0,0,0 +1594,US_OH_39101,39101,Marion County,OH,Ohio,40.59,-83.16,google,65076.0,1047.0,62.154727793696274,11.083326463159223,4.14558771208596,0.11583379433278014,0.1135441637470035,0.13126190915237568,0.12440838404327248,0.13035527690700105,0.14369352756776693,0.12483865019361977,0.07276107935337145,0.043303214702809026,0.20666912533038295,0.6148472555166268,0.17848361915299035,1.0,0.4695740365111562,0.5304259634888439,,319.0,1,,1,0.26486650880837503,0.5106060916106695,-0.5281888202753601,0.7668934058549767,-0.17082703557543566,-1.5547190156610518,0,0,0,0,0,0 +1595,US_OH_39103,39103,Medina County,OH,Ohio,41.12,-81.9,google,178176.0,1096.0,162.56934306569343,12.090532717226393,5.097237017035026,0.1143139367816092,0.13436153017241378,0.10553048670977011,0.11790027837643678,0.13412019576149425,0.1531519396551724,0.12711027298850575,0.07456672054597702,0.03894463900862069,0.22180316091954022,0.6011303430316092,0.17706649604885058,1.0,0.5056236530172413,0.4943763469827586,,319.0,1,,1,1.0246018344654162,1.1747261798197335,-0.030626821495869098,0.31527422431273755,-0.20432376385513093,0.20928920519370725,0,0,0,0,0,0 +1596,US_OH_39107,39107,Mercer County,OH,Ohio,40.54,-84.63,google,40858.0,1226.0,33.32626427406199,10.617882394259105,3.535910783432022,0.14237113906701257,0.1375740369083166,0.11765137794312007,0.11282980077341034,0.10746977336139801,0.13664398648979392,0.12771060746977336,0.06877478094865143,0.04897449703852367,0.25243036859366585,0.5659650496842724,0.1816045817220618,1.0,0.4948357726760977,0.5051642273239023,,319.0,1,,1,-0.0862177897978431,0.08513560208159285,0.9763045140092754,-0.8425170073192684,-0.09705642606247807,-0.3185918501890207,0,0,0,0,0,0 +1597,US_OH_39109,39109,Miami County,OH,Ohio,40.05,-84.23,google,105200.0,1060.0,99.24528301886792,11.56362808494399,4.607620012898821,0.12282319391634981,0.1284125475285171,0.11127376425855513,0.1215019011406844,0.12443916349809886,0.14134980988593157,0.12745247148288974,0.07996197718631179,0.0427851711026616,0.22555323193916352,0.5879733840304183,0.18647338403041824,1.0,0.508384030418251,0.491615969581749,,319.0,1,,1,0.6271578543662029,0.833040974687369,0.09266434040846949,-0.11790890361001675,0.01802810505140015,0.34436216574020245,0,0,0,0,0,0 +1598,US_OH_39113,39113,Montgomery County,OH,Ohio,39.75,-84.29,google,531467.0,1203.0,441.78470490440566,13.183398267990198,6.093083658468267,0.12252501096022896,0.12518368967405313,0.13746290926812013,0.12407919964927268,0.11365522224333778,0.13555686430201688,0.121591745113055,0.07289822321988007,0.04704713557003539,0.22267196269947148,0.5965868059540856,0.18074123134644296,1.0,0.5188450082507474,0.4811549917492525,,319.0,1,,1,1.848949937702599,1.8696899189954181,-0.002063207539821238,0.16568163206581255,-0.11746355431957571,0.8562469701621369,0,0,0,0,0,0 +1599,US_OH_39117,39117,Morrow County,OH,Ohio,40.53,-82.8,google,34911.0,1055.0,33.090995260663504,10.460585888632798,3.5290332808149754,0.11643894474520924,0.1396694451605511,0.10466615106986336,0.11391824926241013,0.13376872618945318,0.15072613216464725,0.1299876829652545,0.07272779353212455,0.03809687491048667,0.22817450087365015,0.5960069892011114,0.17581850992523845,1.0,0.49909770559422534,0.5009022944057747,,319.0,1,,1,-0.2048664890529886,0.08033605289794118,0.17884385298449243,0.14659159502513566,-0.2338225787127444,-0.11004359273281027,0,0,0,0,0,0 +1600,US_OH_39119,39119,Muskingum County,OH,Ohio,39.97,-81.95,google,86123.0,1742.0,49.43915040183697,11.363543397218072,3.9207676672164986,0.12470536325952417,0.12715534758426902,0.13063873761945125,0.11631039327473497,0.12097813592187917,0.13931237880705502,0.12371840274955587,0.07324408113976522,0.043937159643765315,0.2264296413269394,0.5945299165147522,0.17904044215830847,1.0,0.515019216701694,0.4849807832983059,,319.0,1,,1,0.47623404429790317,0.3537126779829849,0.12147806984381594,0.09796007110015896,-0.15766533575236602,0.6690403256013646,0,0,0,0,0,0 +1601,US_OH_39123,39123,Ottawa County,OH,Ohio,41.59,-83.06,google,40623.0,1515.0,26.813861386138615,10.612114303944459,3.325534507443606,0.09423233143785541,0.11301479457450213,0.09536469487728627,0.0988110183885976,0.11153779878394013,0.15567535632523447,0.16788518819388032,0.10676217906112301,0.05671663835758068,0.18464416709745712,0.5679344213868991,0.24742141151564384,1.0,0.503458631809566,0.496541368190434,,319.0,1,,1,-0.09056865830756614,-0.061678051057153405,-1.2523038242905986,-0.7776769029981125,1.458664779375665,0.10334868269135045,0,0,0,0,0,0 +1602,US_OH_39127,39127,Perry County,OH,Ohio,39.74,-82.24,google,35972.0,1069.0,33.650140318054255,10.490523936047543,3.5453017752108082,0.1262092738796842,0.13274213276993216,0.11723006783053486,0.11842544201045258,0.12645946847548092,0.14717002112754365,0.12784943845212943,0.06955409763149116,0.034360057822751026,0.23240298009562993,0.5997581452240631,0.1678388746803069,0.9999999999999999,0.4994162126098076,0.5005837873901924,,319.0,1,,1,-0.1822842303444751,0.09168922036940534,0.31786365117983684,0.27009562807725923,-0.4224382838619484,-0.09445815664939952,0,0,0,0,0,0 +1603,US_OH_39129,39129,Pickaway County,OH,Ohio,39.64,-83.03,google,57740.0,1313.0,43.97562833206398,10.963722772083234,3.8061207504352605,0.11321440942154486,0.12852441981295462,0.1329580879806027,0.13294076896432283,0.1388638725320402,0.13768617942500866,0.11245237270523034,0.06626255628680291,0.0370973328714929,0.21603394527190856,0.6243799792171804,0.15958607551091097,0.9999999999999999,0.47523380671977833,0.5247661932802217,,319.0,1,,1,0.17464948640360675,0.2737049271343378,-0.22030144279001468,1.08075127147996,-0.6175108012153061,-1.2777706832294704,0,0,0,0,0,0 +1604,US_OH_39131,39131,Pike County,OH,Ohio,39.08,-83.07,google,28088.0,1150.0,24.424347826086958,10.243133319606999,3.2357072907142657,0.12425234975790374,0.13557391056679008,0.11609940187980633,0.1121831387069211,0.12670891483907717,0.14322842495015664,0.12297066362859584,0.07448020506978069,0.044502990600968385,0.23271147821133578,0.5868199943036172,0.180468527485047,1.0,0.5025633722586158,0.4974366277413842,,319.0,1,,1,-0.3688908859197278,-0.1243650711470353,0.32800615006362976,-0.15588340588857977,-0.12390949195147212,0.059541137404197655,0,0,0,0,0,0 +1605,US_OH_39133,39133,Portage County,OH,Ohio,41.17,-81.2,google,162473.0,1313.0,123.74181264280274,11.998273267950564,4.826246102360064,0.09637909067968216,0.1396170440627058,0.17799880595545106,0.10582681430145316,0.11483754223778721,0.13979553525816596,0.12073390655678175,0.06874372972740087,0.03606753122057203,0.2080727259298468,0.6267490598437895,0.16517821422636378,1.0,0.5100416684618367,0.48995833153816326,,319.0,1,,1,0.9550105641000151,0.9856118608979927,-0.4820426145496597,1.158751496003184,-0.4853286707379448,0.42547501573663177,0,0,0,0,0,0 +1606,US_OH_39135,39135,Preble County,OH,Ohio,39.74,-84.65,google,41116.0,1104.0,37.242753623188406,10.624176940269097,3.643954094565271,0.11591594513084931,0.13281934040276291,0.1077925868275124,0.11367837338262476,0.12411226773032397,0.14758244965463566,0.13520284074326297,0.08033369004767,0.04256250608035801,0.22217141745305963,0.5873309660472809,0.1904976164996595,1.0,0.5048156435450919,0.49518435645490805,,319.0,1,,1,-0.08146981594099573,0.16053494609104732,-0.0185196438827282,-0.13906003977637002,0.11314942596044505,0.16975104946438035,0,0,0,0,0,0 +1607,US_OH_39139,39139,Richland County,OH,Ohio,40.78,-82.54,google,120430.0,1296.0,92.92438271604938,11.698832253798894,4.542490019344205,0.11804367682471145,0.12139832267707382,0.126147969774973,0.11742921199036785,0.1188159096570622,0.13607074649173795,0.1289711865814166,0.08058623266627916,0.05253674333637798,0.2151623349663705,0.587229095740264,0.19760856929336543,1.0,0.4941127626006809,0.5058872373993191,,319.0,1,,1,0.7291423117108456,0.787589213371931,-0.24895739270009878,-0.1424140441653779,0.28123196786854343,-0.3539707485076972,0,0,0,0,0,0 +1608,US_OH_39141,39141,Ross County,OH,Ohio,39.33,-83.06,google,77295.0,1795.0,43.061281337047355,11.255397486794188,3.7855814225910835,0.11172779610582832,0.12110744550100265,0.12196131703214956,0.12867585225435021,0.13790025228022512,0.1479008991525972,0.1224400025874895,0.07207451969726374,0.036211915389093734,0.20861375250663045,0.6218798111132673,0.1695064363801022,1.0,0.4732388899670095,0.5267611100329905,,319.0,1,,1,0.394659621837171,0.2593713063890783,-0.46425527267700273,0.9984350888812502,-0.3830219050134943,-1.3753875206016803,0,0,0,0,0,0 +1609,US_OH_39143,39143,Sandusky County,OH,Ohio,41.36,-83.15,google,59093.0,1082.0,54.61460258780037,10.986884675397757,4.018445803244846,0.11855888176264533,0.13025231414888397,0.11287292911173913,0.11776352529064356,0.11989575753473339,0.14499179259810807,0.13375526712131725,0.07581270201208265,0.046096830419846684,0.2227607330817525,0.5884521009256596,0.18878716599258796,1.0,0.5059651735400132,0.4940348264599868,,319.0,1,,1,0.1921205019840193,0.42187855797457985,0.0008552981409644249,-0.1021475044864572,0.07271927864023675,0.22600075633208322,0,0,0,0,0,0 +1610,US_OH_39147,39147,Seneca County,OH,Ohio,41.13,-83.13,google,55267.0,1431.0,38.621243885394826,10.91994935817656,3.679365436168666,0.11258074438634266,0.1436300142942443,0.1286843867045434,0.11594622469104529,0.11379304105524092,0.1377132827908155,0.13022237501583223,0.07138075162393472,0.04604917943800098,0.22748475582173813,0.58997412560841,0.1825411185698518,0.9999999999999999,0.5002804566920586,0.49971954330794144,,319.0,1,,1,0.14163121558249483,0.18524718324284825,0.15616709075172172,-0.05203596938250266,-0.074919379377753,-0.05216828469865631,0,0,0,0,0,0 +1611,US_OH_39149,39149,Shelby County,OH,Ohio,40.33,-84.2,google,48738.0,1065.0,45.76338028169014,10.794234809939585,3.84510042401866,0.13324305470064426,0.1420452213878288,0.11863433050186713,0.11293036234560302,0.12119906438507941,0.14460995527104106,0.1211785465140137,0.06602650908941689,0.040132955804505724,0.24687923181090732,0.5863720300381632,0.16674873815092947,1.0,0.49817390947515283,0.5018260905248472,,319.0,1,,1,0.04680477575552771,0.30090736833188947,0.7937996760329102,-0.17063229745914904,-0.44820598675639217,-0.15524751184142413,0,0,0,0,0,0 +1612,US_OH_39151,39151,Stark County,OH,Ohio,40.81,-81.37,google,372003.0,1505.0,247.178073089701,12.826659885885645,5.51414652515202,0.11498025553557364,0.12573823329381753,0.12327857571041094,0.11463348413856878,0.11841033540052097,0.14161982564656736,0.13284032655650627,0.07854775364714801,0.04995121007088652,0.21557084217062766,0.5895100308330847,0.19491912699628766,1.0,0.5138345658502754,0.4861654341497246,,319.0,1,,1,1.5798623006787595,1.465671571011581,-0.23552689295873158,-0.06731594604046855,0.2176612607182859,0.6110720573288775,0,0,0,0,0,0 +1613,US_OH_39153,39153,Summit County,OH,Ohio,41.13,-81.53,google,541514.0,1088.0,497.71507352941177,13.202126045870546,6.2120349377407935,0.113383956832141,0.12184726525999327,0.13284051751201262,0.12182325849377855,0.1208260543587054,0.14418463788563177,0.12936138308520187,0.07046724553751149,0.04526568103502403,0.21086176904013562,0.608724612844728,0.18041361811513645,1.0,0.5150430090450109,0.4849569909549892,,319.0,1,,1,1.8630762940167158,1.9527015217699084,-0.3903471869512401,0.565309931776629,-0.12520739206934442,0.6702045512789727,0,0,0,0,0,0 +1614,US_OH_39155,39155,Trumbull County,OH,Ohio,41.32,-80.76,google,200281.0,1644.0,121.82542579075425,12.207481652413593,4.810764044694372,0.10741408321308561,0.119212506428468,0.11837867795746976,0.10731921650081636,0.11783943559299184,0.14528088036308986,0.1436881181939375,0.08711759977231989,0.05374948197782116,0.20278408835586004,0.5845047707970301,0.21271114084710982,1.0,0.5124749726634079,0.4875250273365921,,319.0,1,,1,1.1128163754304943,0.974807517901969,-0.6559172606499005,-0.2321104246345457,0.6382134708746048,0.5445433729461302,0,0,0,0,0,0 +1615,US_OH_39157,39157,Tuscarawas County,OH,Ohio,40.45,-81.47,google,92308.0,1480.0,62.37027027027027,11.432896923863012,4.148994828282466,0.12459375135416215,0.1260562464791784,0.11474628417905273,0.116620444598518,0.11732460891797028,0.13918620271265764,0.13168956103479654,0.07851973826753911,0.051263162456125146,0.2254387485375049,0.5789335702214325,0.19562768124106253,1.0,0.5061099796334012,0.4938900203665988,,319.0,1,,1,0.5285473852231515,0.5129837892532724,0.08890046726169629,-0.41553807622211764,0.2344094521346242,0.23308652211611333,0,0,0,0,0,0 +1616,US_OH_39159,39159,Union County,OH,Ohio,40.31,-83.37,google,56798.0,1132.0,50.17491166077738,10.947273998920458,3.9352494053275415,0.1305327652382126,0.14065636113947674,0.12201133842740941,0.14229374273742032,0.15104405084686082,0.1410613049755273,0.09496813268072819,0.05167435473080038,0.02575794922356421,0.24305785414979403,0.6320257755554773,0.12491637029472868,1.0,0.5217789358780238,0.4782210641219761,,319.0,1,,1,0.16224218255197045,0.36381893576272567,0.6681641642123185,1.3324834516124704,-1.437003258695591,0.9998122270362247,0,0,0,0,0,0 +1617,US_OH_39161,39161,Van Wert County,OH,Ohio,40.86,-84.59,google,28283.0,1063.0,26.606773283160866,10.250051552724132,3.3180611514254643,0.12470388572640809,0.13064384966234133,0.11759714316020224,0.11646572145811972,0.11505144433051656,0.13934165399710075,0.12756779690980447,0.07863380829473535,0.04999469646077149,0.22921896545628115,0.5783686313333097,0.1924124032104091,1.0,0.5073719195276314,0.49262808047236856,,319.0,1,,1,-0.3636724650957978,-0.06689342381282588,0.21318273651140784,-0.434138270584667,0.15840949544642297,0.29483675868994386,0,0,0,0,0,0 +1618,US_OH_39165,39165,Warren County,OH,Ohio,39.43,-84.17,google,228709.0,407.0,561.9385749385749,12.340210104459405,6.33317051905887,0.12616031725904972,0.14798718021590754,0.10694375822551802,0.1269648330411134,0.1451495131367808,0.14622511575845287,0.10723233453864955,0.06113882706845817,0.03219812075606994,0.24455006143177577,0.6084968234743714,0.1469531150938529,1.0,0.49711642305287507,0.5028835769471249,,319.0,1,,1,1.2129334004507295,2.0372374663997666,0.717223493658331,0.5578101355129406,-0.9161177756003651,-0.20699327013611735,0,0,0,0,0,0 +1619,US_OH_39167,39167,Washington County,OH,Ohio,39.46,-81.49,google,60491.0,640.0,94.5171875,11.01026640387063,4.559306205115329,0.1039493478368683,0.1195053809657635,0.12029888743780066,0.11132234547288027,0.11790183663685506,0.1451455588434643,0.14089699294109867,0.08961663718569704,0.05136301267957217,0.1995536526094791,0.5890182010547024,0.21142814633581855,1.0,0.5083235522639732,0.49167644773602687,,319.0,1,,1,0.2097573316045972,0.7993245939575935,-0.7621243630072908,-0.08350907712691041,0.6078871580768527,0.34140280107372584,0,0,0,0,0,0 +1620,US_OH_39169,39169,Wayne County,OH,Ohio,40.83,-81.89,google,116168.0,557.0,208.56014362657092,11.662801306396098,5.345010779911854,0.13375456235796432,0.14077887197851388,0.12900282349700434,0.11189828524206322,0.11231147992562496,0.13298843054886028,0.12162557675091247,0.07281695475518216,0.04482301494387439,0.24637765994077543,0.5751695819847118,0.17845275807451277,1.0,0.5031592176847325,0.49684078231526757,,319.0,1,,1,0.7019641806694059,1.3476381258505856,0.7773094873608822,-0.5394646004059788,-0.17155650301348813,0.0886975149720731,0,0,0,0,0,0 +1621,US_OH_39171,39171,Williams County,OH,Ohio,41.56,-84.58,google,36707.0,423.0,86.77777777777777,10.510749993938903,4.474808368124847,0.11896913395265209,0.13261775683112212,0.11270329909826464,0.11847876426839567,0.11646280001089711,0.14397798784972893,0.12804097311139565,0.07960334541095704,0.049145939466586755,0.22506333941754977,0.5821668891492086,0.19276977143324162,0.9999999999999999,0.5023020132399815,0.49769798676001853,,319.0,1,,1,-0.1670277219413552,0.7403567465964304,0.07655813391745961,-0.3090834458946168,0.16685665590908808,0.046752112106586724,0,0,0,0,0,0 +1622,US_OH_39173,39173,Wood County,OH,Ohio,41.36,-83.62,google,130437.0,620.0,210.38225806451612,11.778653297065684,5.353668144013103,0.10814416154925366,0.1465918412720317,0.1902910983846608,0.11335740625742696,0.11110344457477556,0.12124627214670684,0.1119237639626793,0.06014397755238161,0.03719803430008357,0.22541763456687905,0.6212784715993162,0.15330389383380483,1.0,0.5073100423959459,0.49268995760405404,,319.0,1,,1,0.789351296767977,1.353679773105177,0.08820630281594236,0.9786364308803152,-0.7660035694349326,0.29180893815937925,0,0,0,0,0,0 +1623,US_OH_39175,39175,Wyandot County,OH,Ohio,40.85,-83.3,google,22063.0,1056.0,20.892992424242426,10.001702600033083,3.086166604989531,0.12106241218329329,0.12890359425282147,0.11059239450664007,0.11807097856139237,0.12083578842405839,0.1424103703032226,0.12885826950097448,0.07818519693604678,0.05108099533155056,0.2241852875855505,0.5821193853963649,0.1936953270180846,1.0,0.5028781217422834,0.49712187825771653,,319.0,1,,1,-0.5510019933700897,-0.22872386474660633,0.04769040580966042,-0.310647471764351,0.18873413701335612,0.07494270697722577,0,0,0,0,0,0 +1624,US_OK_40001,40001,Adair County,OK,Oklahoma,35.88,-94.66,google,22119.0,1494.0,14.805220883534137,10.004237455636272,2.760340321117797,0.14702292147022922,0.14548578145485783,0.12342330123423301,0.11478819114788191,0.12360414123604141,0.1344545413445454,0.10895610108956101,0.0696686106966861,0.0325964103259641,0.2634115466341154,0.5798453817984538,0.15674307156743073,1.0,0.5001582350015823,0.49984176499841765,,201.5,1,,1,-0.5490899526739504,-0.4561057156662673,1.337332929898166,-0.38551735555448513,-0.6847112655325311,-0.05814893269613236,0,0,0,0,0,0 +1625,US_OK_40005,40005,Atoka County,OK,Oklahoma,34.38,-96.05,google,13779.0,2564.0,5.37402496099844,9.53097354456765,1.8522311320524973,0.12656941722911677,0.11945714493069164,0.12715001088613107,0.12337615211553814,0.11481239567457725,0.13252050221351333,0.12439219101531315,0.08766964220915886,0.04405254372595979,0.2221351331736701,0.5839465853835547,0.19391828144277523,1.0,0.47942521227955587,0.5205747877204442,,201.5,1,,1,-0.9060727554966443,-1.0898408023301378,-0.019712562881165466,-0.2504882658475683,0.19400414055842682,-1.0726735260062894,0,0,0,0,0,0 +1626,US_OK_40009,40009,Beckham County,OK,Oklahoma,35.26,-99.69,google,21779.0,2342.0,9.29931682322801,9.988747396486952,2.3320775651938606,0.14224711878414986,0.1265898342439965,0.14477248725836817,0.1478029294274301,0.11717709720372836,0.11970246567794665,0.1070297075164149,0.05546627485192158,0.0392120850360439,0.24351898617934709,0.60828780017448,0.1481932136461729,1.0,0.46182102024886357,0.5381789797511364,,201.5,1,,1,-0.5607740988800864,-0.7549741094766155,0.6833248114153716,0.5509281982166793,-0.8868054003199392,-1.9340957122424505,0,0,0,0,0,0 +1627,US_OK_40013,40013,Bryan County,OK,Oklahoma,33.97,-96.25,google,46481.0,2443.0,19.026197298403602,10.746820419859958,2.9970412813495133,0.1315591316882167,0.13263484004216777,0.14321981024504638,0.12417977238011231,0.11376691551386588,0.11895182977991008,0.11275574966115187,0.08067812654633076,0.042253824143198296,0.2376670037219509,0.5830231707579441,0.179309825520105,1.0,0.5114132656354209,0.48858673436457906,,201.5,1,,1,0.011040117878837097,-0.29092106017316927,0.4909290640173241,-0.28089100829401253,-0.15129788521344734,0.49259108864950674,0,0,0,0,0,0 +1628,US_OK_40015,40015,Caddo County,OK,Oklahoma,35.18,-98.38,google,29356.0,3342.0,8.78396169958109,10.287286297671224,2.280744483780019,0.1395966752963619,0.1354407957487396,0.13097833492301403,0.12821910342008447,0.11476359176999591,0.12753781169096606,0.108734159967298,0.07330699005314076,0.041422537130399235,0.2479493118953536,0.5829540809374575,0.169096607167189,1.0,0.4741109142935005,0.5258890857064995,,201.5,1,,1,-0.3355863099871448,-0.7907975271781901,0.8289807209389153,-0.2831657394490837,-0.39270909291264905,-1.3327169396135095,0,0,0,0,0,0 +1629,US_OK_40017,40017,Canadian County,OK,Oklahoma,35.54,-97.98,google,140001.0,2344.0,59.72738907849829,11.849411987203688,4.106394816699735,0.14149184648681082,0.14087756516024885,0.12347054663895259,0.15492746480382283,0.13167048806794238,0.1241276848022514,0.09974928750508925,0.05595674316612024,0.02772837336876165,0.2541938986150099,0.6122463410975636,0.13355976028742653,1.0,0.5039464003828544,0.49605359961714557,,201.5,1,,1,0.8427245520252626,0.483254850974329,1.0342841267277918,0.6812602254667725,-1.2326982938304634,0.12721655859539016,0,0,0,0,0,0 +1630,US_OK_40019,40019,Carter County,OK,Oklahoma,34.25,-97.29,google,48273.0,2159.0,22.358962482630847,10.784648392426545,3.1509807427027434,0.1377581670913347,0.13881465829759906,0.12249083338512212,0.12340231599444824,0.12068858368031819,0.12914051333043317,0.11555113624593458,0.07107492801358938,0.041078863961220555,0.24880989372941395,0.5812607461728089,0.16992936009777723,1.0,0.5135790193275744,0.48642098067242556,,201.5,1,,1,0.039573744373679345,-0.1834925272870608,0.8572740875658026,-0.338917532086306,-0.37302520055457,0.5985674536591187,0,0,0,0,0,0 +1631,US_OK_40021,40021,Cherokee County,OK,Oklahoma,35.91,-95.0,google,48891.0,2011.0,24.31178518150174,10.797369062897154,3.2312701047248678,0.12356057352068887,0.1405371131701131,0.17371295330428912,0.1183653433147205,0.10500910187969156,0.11893804585711072,0.11151336646826614,0.07193553005665665,0.036427972428463316,0.23599026405677936,0.5998895502239676,0.16412018571925302,1.0,0.5091734675093575,0.49082653249064245,,201.5,1,,1,0.0491689416667248,-0.127461615572964,0.43580285962057197,0.274422040349135,-0.510337432017279,0.3829915230961841,0,0,0,0,0,0 +1632,US_OK_40023,40023,Choctaw County,OK,Oklahoma,34.03,-95.55,google,14804.0,2074.0,7.137897782063646,9.602720240535692,2.0965318889284394,0.1342204809510943,0.13050526884625777,0.11037557416914348,0.10720075655228317,0.1101729262361524,0.13577411510402593,0.1317887057552013,0.09179951364496082,0.04816265874088084,0.23862469602810055,0.5555187787084571,0.2058565252634423,1.0,0.5186436098351797,0.4813563901648203,,201.5,1,,1,-0.8519542477868393,-0.9193525359464668,0.5224151336288527,-1.1864527401905782,0.4761900058720689,0.8463919843076079,0,0,0,0,0,0 +1633,US_OK_40027,40027,Cleveland County,OK,Oklahoma,35.2,-97.33,google,279542.0,1446.0,193.32088520055325,12.540911405898031,5.269510840058969,0.11528500189595839,0.1385623627218808,0.18699157908292852,0.14205378798177018,0.11688404604674789,0.11657997724849933,0.09901910982964993,0.05618118207639639,0.02844295311616859,0.22613489207346302,0.639731417819147,0.13413369010738996,1.0,0.5004364281574861,0.4995635718425138,,201.5,1,,1,1.364322322027161,1.2949495708817358,0.111787592585817,1.5861860145016664,-1.219132237942468,-0.04453616613821222,0,0,0,0,0,0 +1634,US_OK_40031,40031,Comanche County,OK,Oklahoma,34.66,-98.46,google,121786.0,2807.0,43.38653366583541,11.710028896213519,3.792936127620184,0.13774161233639334,0.13446537368827288,0.18179429491074509,0.14500024633373293,0.10883024321350565,0.11761614635508187,0.09259685021266813,0.051549439180201335,0.03040579376939878,0.24531391128701166,0.6264324306570541,0.12825365805593417,0.9999999999999999,0.48079417995500306,0.5192058200449969,,201.5,1,,1,0.737587935173558,0.26450387710318096,0.7423366010314161,1.148326714601247,-1.3581193416938209,-1.0056861217667559,0,0,0,0,0,0 +1635,US_OK_40033,40033,Cotton County,OK,Oklahoma,34.28,-98.37,google,5863.0,1663.0,3.5255562236921225,8.676587243566487,1.509740491960455,0.12195121951219512,0.12911478765137302,0.1127409176189664,0.10950025584171925,0.11819887429643527,0.14446529080675422,0.1287736653590312,0.08920347944738188,0.046051509466143614,0.22524304963329353,0.5751151287736653,0.1996418215930411,1.0,0.5058843595428961,0.4941156404571039,,201.5,1,,1,-1.5505360439312526,-1.3288520777294088,0.08246647037007236,-0.5412574320386084,0.32929222431863125,0.2220463021910613,0,0,0,0,0,0 +1636,US_OK_40035,40035,Craig County,OK,Oklahoma,36.76,-95.22,google,14332.0,1975.0,7.256708860759494,9.570319849923216,2.111026065126055,0.11896455484231092,0.12482556516885292,0.12245325146525259,0.10982416969020374,0.12245325146525259,0.1425481440133966,0.11798771978788725,0.09189226904828356,0.04905107451855987,0.21882500697739324,0.5812377895618197,0.19993720346078706,1.0,0.48709182249511584,0.5129081775048842,,201.5,1,,1,-0.8763938511093814,-0.9092375980961277,-0.12853964979589738,-0.3396733614959661,0.33627420501863603,-0.6975249181409588,0,0,0,0,0,0 +1637,US_OK_40037,40037,Creek County,OK,Oklahoma,35.9,-96.37,google,71890.0,2512.0,28.618630573248407,11.182906362021665,3.388403574592217,0.1278620114063152,0.13566560022256224,0.11703992210321325,0.1222144943663931,0.11932118514396996,0.13928223675059118,0.12111559326749201,0.07679788565864515,0.04070107108081791,0.236394491584365,0.5855487550424259,0.17805675337320906,0.9999999999999999,0.5043538739741271,0.4956461260258729,,201.5,1,,1,0.3399795917401532,-0.017804104842700053,0.44909265634414414,-0.19773801677938113,-0.18091691908341348,0.14715537721402666,0,0,0,0,0,0 +1638,US_OK_40039,40039,Custer County,OK,Oklahoma,35.64,-99.01,google,28974.0,2595.0,11.165317919075145,10.274188668207952,2.498589109808933,0.14385310968454476,0.14568233588734728,0.19482984744943743,0.1252847380410023,0.0958790639884034,0.10792434596534824,0.09059846759163388,0.057844964450887,0.03810312694139573,0.2603989783944226,0.5983536964174777,0.14124732518809968,1.0,0.5018292262028025,0.4981707737971975,,201.5,1,,1,-0.3454658473166967,-0.6387719947663987,1.2382886620311682,0.2238551915912154,-1.0509862944578436,0.02361732452412897,0,0,0,0,0,0 +1639,US_OK_40041,40041,Delaware County,OK,Oklahoma,36.41,-94.8,google,42672.0,2052.0,20.795321637426902,10.661321680717888,3.0816953429765985,0.1063695163104612,0.12040682414698163,0.10517435320584927,0.099104799400075,0.10822084739407574,0.14044338207724036,0.15314491938507688,0.11705568053993251,0.05007967754030746,0.20269497562804653,0.5535972065991751,0.2437078177727784,1.0,0.5075224971878515,0.49247750281214847,,201.5,1,,1,-0.053451551193974996,-0.23184418954166663,-0.6588470216317861,-1.2497190783126753,1.370886067573877,0.302204943326817,0,0,0,0,0,0 +1640,US_OK_40047,40047,Garfield County,OK,Oklahoma,36.38,-97.78,google,61600.0,2745.0,22.4408014571949,11.028433383156079,3.154478155984134,0.14762987012987014,0.13237012987012986,0.1378896103896104,0.13525974025974025,0.10347402597402597,0.12487012987012987,0.10792207792207792,0.06579545454545455,0.04478896103896104,0.25352597402597404,0.5819285714285715,0.16454545454545455,1.0,0.5017694805194806,0.4982305194805195,,201.5,1,,1,0.2234606777344498,-0.18105181472113813,1.0123247563009936,-0.316929880291475,-0.5002852959145763,0.02069380170322393,0,0,0,0,0,0 +1641,US_OK_40049,40049,Garvin County,OK,Oklahoma,34.71,-97.31,google,27857.0,2107.0,13.221167536782154,10.234875457247977,2.6547315262635847,0.13849301791291238,0.1356571059338766,0.11584161970061385,0.1244570484976846,0.11770829593997918,0.12549807947733066,0.12007753885917363,0.07689270201385648,0.04537459166457264,0.24701870266001366,0.5706752342319704,0.18230606310801595,1.0,0.5065872132677604,0.49341278673223965,,201.5,1,,1,-0.3751197886129235,-0.5298061027621065,0.798385062002436,-0.6874376705758333,-0.08047541675571497,0.25643889409310283,0,0,0,0,0,0 +1642,US_OK_40051,40051,Grady County,OK,Oklahoma,35.02,-97.89,google,54829.0,2863.0,19.15089067411806,10.911992768398093,3.003248489605286,0.12524394025059732,0.14009009830564118,0.11647121049079867,0.12770614091083185,0.12471502307173211,0.14111145561655328,0.11853216363603203,0.07072899378066352,0.03540097393715005,0.23731601889511023,0.5972879315690602,0.1653960495358296,1.0,0.49991792664465884,0.5000820733553412,,201.5,1,,1,0.1356295626915872,-0.2865892840946103,0.47938972865926277,0.18876567351748616,-0.480179668403861,-0.06990789043931735,0,0,0,0,0,0 +1643,US_OK_40053,40053,Grant County,OK,Oklahoma,36.8,-97.79,google,4379.0,2599.0,1.684878799538284,8.384804003370492,0.9876355871052291,0.12582781456953643,0.13450559488467687,0.10002283626398721,0.11189769353733729,0.09865266042475451,0.14409682575930577,0.1335921443251884,0.0863210778716602,0.06508335236355332,0.23343229047727793,0.5483672071249144,0.21820050239780772,1.0,0.5037679835578899,0.49623201644211007,,201.5,1,,1,-1.7706280401002787,-1.6932093610937844,0.35170430972990546,-1.421912936413895,0.7679662437675082,0.11848612602828767,0,0,0,0,0,0 +1644,US_OK_40055,40055,Greer County,OK,Oklahoma,34.93,-99.56,google,5793.0,1667.0,3.475104979004199,8.664578178329295,1.4985298104470124,0.11306749525289142,0.10771620921802175,0.144312100811324,0.14655618850336613,0.1305023303987571,0.12687726566545832,0.09718625927843949,0.07388227170723287,0.05989987916450889,0.19924046262730882,0.6183842568617297,0.1823752805109615,1.0,0.4274123942689453,0.5725876057310547,,201.5,1,,1,-1.5595944776452737,-1.3366755887190898,-0.7724211164811629,0.8833465547931165,-0.07883931574803248,-3.617805692531614,0,0,0,0,0,0 +1645,US_OK_40065,40065,Jackson County,OK,Oklahoma,34.59,-99.41,google,25112.0,2083.0,12.055688910225635,10.131140919328166,2.569223970596089,0.1525565466709143,0.12918126791971965,0.15283529786556227,0.1399330997132845,0.1073590315387066,0.1188674737177445,0.09903631729850271,0.06279866199426569,0.037432303281299775,0.25590156100669004,0.5943493150684931,0.14974912392481682,1.0,0.5007964319847085,0.4992035680152915,,201.5,1,,1,-0.4533667143345885,-0.5894785946318695,1.0904269782388372,0.09201390227871596,-0.8500281410408614,-0.02692017539245227,0,0,0,0,0,0 +1646,US_OK_40071,40071,Kay County,OK,Oklahoma,36.81,-97.14,google,44403.0,2448.0,18.13848039215686,10.701084834452537,2.9517009885237386,0.1410940702204806,0.13656734905299192,0.12143323649302976,0.11686147332387452,0.1060964349255681,0.12609508366551808,0.12017206044636623,0.0812782920072968,0.050401999864873995,0.25034794946287414,0.557885728441772,0.1917663220953539,1.0,0.5043803346620723,0.4956196653379276,,201.5,1,,1,-0.023458218219962596,-0.322562337179608,0.9078407774923803,-1.1085226737504186,0.14313798974982866,0.14845017243208225,0,0,0,0,0,0 +1647,US_OK_40073,40073,Kingfisher County,OK,Oklahoma,35.94,-97.94,google,15688.0,2346.0,6.687127024722932,9.660715108832955,2.0395471148464313,0.14864864864864866,0.14794747577766446,0.11212391636919938,0.12296022437531871,0.11409994900560938,0.13634625191228963,0.10836308006119327,0.06648393676695563,0.04302651708312086,0.2670066292707802,0.5693013768485468,0.16369199388067313,1.0,0.5013386027536971,0.49866139724630293,,201.5,1,,1,-0.8082087388860184,-0.959120056390295,1.4555285355539334,-0.732670907117603,-0.5204586597543713,-0.0003902484113510148,0,0,0,0,0,0 +1648,US_OK_40075,40075,Kiowa County,OK,Oklahoma,34.92,-98.98,google,8849.0,2669.0,3.3154739602847507,9.088172738001974,1.4622071586620935,0.12882811617131879,0.13120126567973783,0.11119900553734885,0.10837382755113573,0.10588767092326816,0.14702226240253136,0.13300937959091422,0.08825856028929822,0.04621991185444683,0.23378912871510907,0.5652277093456888,0.20098316193920218,1.0,0.5028816815459374,0.4971183184540626,,201.5,1,,1,-1.2400772492325798,-1.3620237948092297,0.36343608780127584,-0.8667933917164815,0.36099766541594763,0.07511689809266135,0,0,0,0,0,0 +1649,US_OK_40077,40077,Latimer County,OK,Oklahoma,34.87,-95.24,google,10318.0,1888.0,5.4650423728813555,9.241742135115715,1.8664095663989941,0.11698003489048266,0.13665439038573368,0.12327970536925761,0.1075789881760031,0.10379918588873813,0.13209924403954254,0.12250436131033146,0.09468889319635589,0.06241519674355495,0.2263035471990696,0.5553401822058538,0.21835627059507656,1.0,0.49214964140337275,0.5078503585966273,,201.5,1,,1,-1.1242399066267008,-1.079946208786179,0.117332470613019,-1.1923328977274963,0.7716481574723162,-0.45003174072383434,0,0,0,0,0,0 +1650,US_OK_40079,40079,Le Flore County,OK,Oklahoma,34.9,-94.7,google,50020.0,4165.0,12.009603841536615,10.820198196234971,2.5656878417561524,0.13036785285885646,0.1385045981607357,0.12061175529788085,0.1207516993202719,0.11765293882447021,0.13254698120751698,0.12205117952818872,0.0786485405837665,0.03886445421831267,0.24117153138744504,0.5802898840463814,0.17853858456617352,1.0,0.4979608156737305,0.5020391843262695,,201.5,1,,1,0.06638894896993375,-0.5919463253230856,0.6061474920267421,-0.3708824483461753,-0.1695278107552352,-0.16567478552570045,0,0,0,0,0,0 +1651,US_OK_40081,40081,Lincoln County,OK,Oklahoma,35.7,-96.88,google,34961.0,2501.0,13.978808476609355,10.46201703637113,2.7066364339782183,0.129487142816281,0.13700981093218156,0.11175309630731387,0.1137839306655988,0.11421298017791254,0.14530476817024685,0.12625496982351764,0.08140499413632334,0.04078830697062441,0.23909499156202627,0.5755842224192672,0.18532078601870655,1.0,0.5020737393095163,0.4979262606904837,,201.5,1,,1,-0.2037869748138202,-0.4935836290938566,0.5378770495533004,-0.5258128712801445,-0.00921600825198128,0.035582032394934876,0,0,0,0,0,0 +1652,US_OK_40083,40083,Logan County,OK,Oklahoma,35.91,-97.45,google,46785.0,1940.0,24.1159793814433,10.753339291853713,3.2235042723183875,0.12243240354814577,0.15195041145666346,0.11852089344875494,0.12625841615902533,0.123821737736454,0.13713797157208507,0.12018809447472481,0.06570481992091483,0.033985251683231806,0.24399273271347655,0.5962231484450145,0.15978411884150903,1.0,0.5053542802180186,0.4946457197819814,,201.5,1,,1,0.01595730074688738,-0.13288109654771707,0.6989001859443696,0.15370847799139475,-0.6128296245318762,0.196108043274183,0,0,0,0,0,0 +1653,US_OK_40085,40085,Love County,OK,Oklahoma,33.95,-97.25,google,10076.0,1378.0,7.312046444121916,9.218010878280403,2.117705841380199,0.13646288209606988,0.13259229853116317,0.12336244541484716,0.12078205637157602,0.11204843191742755,0.12504962286621676,0.11969035331480746,0.08932115919015482,0.0406907502977372,0.24253672092100043,0.5676061929337038,0.18985708614529576,1.0,0.5004962286621675,0.49950377133783247,,201.5,1,,1,-1.1421403853689864,-0.9045760346692977,0.6510308563499578,-0.7884835816550495,0.09800912433644253,-0.04160996075537936,0,0,0,0,0,0 +1654,US_OK_40087,40087,McClain County,OK,Oklahoma,35.0,-97.44,google,39306.0,1503.0,26.151696606786427,10.579157899044741,3.301439534548565,0.13496667175494836,0.14356586780644176,0.111560575993487,0.13234620668600214,0.1277158703505826,0.1364168320358215,0.11323970895028748,0.06777591207449245,0.032412354347936705,0.2498193660001018,0.5933725131023253,0.1568081208975729,1.0,0.5054953442222562,0.49450465577774383,,201.5,1,,1,-0.11542766301277577,-0.07849302211974034,0.8904625281345407,0.05985342119586401,-0.6831736858189669,0.20301069820532985,0,0,0,0,0,0 +1655,US_OK_40089,40089,McCurtain County,OK,Oklahoma,34.11,-94.77,google,33031.0,4924.0,6.708164094232331,10.405232067565926,2.0422800391465246,0.14262359601586388,0.1363870303654143,0.1233084072537919,0.11265175138506252,0.11640580061154673,0.12960552208531378,0.11679937028851685,0.07989464442493416,0.04232387756955587,0.25173322030819534,0.5676485725530562,0.18061820713874846,1.0,0.5084314734643214,0.4915685265356786,,201.5,1,,1,-0.24661985695036134,-0.9572128517952747,0.9533843555148073,-0.7870882640843571,-0.12037149396499484,0.34668368622784645,0,0,0,0,0,0 +1656,US_OK_40093,40093,Major County,OK,Oklahoma,36.31,-98.54,google,7684.0,2481.0,3.0971382507053606,8.947025655972697,1.410288742370646,0.14237376366475793,0.13378448724622594,0.09786569495054659,0.1209005726184279,0.10411244143675169,0.1301405517959396,0.127147319104633,0.08459135866736076,0.059083810515356584,0.2494013534617387,0.5433498178032276,0.20724882873503384,1.0,0.5118427902134305,0.4881572097865695,,201.5,1,,1,-1.3465444439089773,-1.398255695602765,0.8767195213286202,-1.5871067627515618,0.5091000691788752,0.5136089235144132,0,0,0,0,0,0 +1657,US_OK_40097,40097,Mayes County,OK,Oklahoma,36.3,-95.24,google,40988.0,1770.0,23.157062146892656,10.621059017006598,3.1845767657924786,0.1249146091538987,0.13333170684102663,0.12052307992583194,0.11666829315897335,0.11857128915780228,0.13589343222406558,0.1271835659217332,0.08395140040987606,0.03896262320679223,0.23157997462672,0.5819142187957451,0.18650580657753488,1.0,0.5018298038450278,0.4981701961549722,,201.5,1,,1,-0.08382166436890504,-0.16004713232717813,0.29080568348147506,-0.31740243009428876,0.018794481132439887,0.023645590168345214,0,0,0,0,0,0 +1658,US_OK_40101,40101,Muskogee County,OK,Oklahoma,35.61,-95.38,google,69027.0,2173.0,31.76576161988035,11.14226749836747,3.4893841171436377,0.1351355266779666,0.13683051559534676,0.1298187665696032,0.12629840497196748,0.116896286960175,0.1263563533110232,0.11738884784214873,0.07055210280035348,0.04072319527141553,0.244599939154244,0.5854303388529126,0.16996972199284338,1.0,0.5128428006432265,0.48715719935677343,,201.5,1,,1,0.3093257110796855,0.052666399867265457,0.7188633245639515,-0.2016367820917455,-0.37207116104456917,0.5625422212875789,0,0,0,0,0,0 +1659,US_OK_40103,40103,Noble County,OK,Oklahoma,36.39,-97.24,google,11303.0,1923.0,5.877795111804472,9.332911924364364,1.928298122645828,0.1266920286649562,0.13253118641068742,0.10820136247014067,0.11448288065115456,0.11864106874281165,0.1416438113775104,0.12598425196850394,0.08263292931080245,0.04919048040343272,0.23271697779350617,0.5724674865080067,0.19481553569848714,1.0,0.5050871450057507,0.4949128549942493,,201.5,1,,1,-1.0554705664392172,-1.0367565240777152,0.32818695993955677,-0.628429092158145,0.21521265936218043,0.18303637272143494,0,0,0,0,0,0 +1660,US_OK_40105,40105,Nowata County,OK,Oklahoma,36.79,-95.62,google,10322.0,1504.0,6.863031914893617,9.24212969446559,2.06217227187099,0.12148808370470839,0.12788219337337725,0.11335012594458438,0.11722534392559582,0.1173222243751211,0.1431893043983724,0.12197248595233481,0.08709552412323193,0.0504747142026739,0.2237938384034102,0.5776496802945166,0.19855648130207323,1.0,0.5011625653943035,0.4988374346056966,,201.5,1,,1,-1.1239475707444528,-0.9433308142810937,0.034820723011644766,-0.45780920090979343,0.30363789075272346,-0.009004247095512717,0,0,0,0,0,0 +1661,US_OK_40109,40109,Oklahoma County,OK,Oklahoma,35.48,-97.53,google,786068.0,1860.0,422.6172043010753,13.574799853817897,6.04883022739985,0.1486627111140512,0.1316679981884519,0.14747197443478172,0.14551031208495957,0.11646956751833175,0.11997816982754672,0.10254710788379631,0.055708920856719774,0.031983238091361055,0.2539971096648127,0.6070371774452084,0.13896571288997897,1.0,0.5104062243978893,0.48959377560211076,,201.5,1,,1,2.1441840171880293,1.838807121738204,1.027814292371912,0.5097523713657965,-1.10491706939652,0.44331375385606675,0,0,0,0,0,0 +1662,US_OK_40111,40111,Okmulgee County,OK,Oklahoma,35.64,-95.97,google,38819.0,1819.0,21.34084661902144,10.566690856723001,3.1064166899248367,0.12991061078337926,0.1407558154511966,0.12846801823849147,0.11332079651716943,0.10958551224915634,0.13127592158479096,0.12207939411113115,0.07944563229346455,0.04515829877122028,0.24251526314433655,0.571841108735413,0.1856436281202504,1.0,0.5070455189469074,0.49295448105309253,,201.5,1,,1,-0.12483154868171395,-0.21459209569729662,0.6503253885860331,-0.649052116275561,-0.0015849463343051422,0.27886506846151476,0,0,0,0,0,0 +1663,US_OK_40113,40113,Osage County,OK,Oklahoma,36.63,-96.4,google,47346.0,5967.0,7.934640522875817,10.76525873863448,2.1899359153315143,0.11265999239640097,0.13107759895239302,0.1111181514805897,0.11538461538461539,0.11584927977020235,0.1465382503273772,0.13705487263971614,0.08564609470705023,0.04467114434165505,0.21752207155831538,0.5836332530731213,0.19884467536856335,1.0,0.4994719722891057,0.5005280277108942,,201.5,1,,1,0.02494813529052701,-0.8541693955487424,-0.17137628431930502,-0.26080450003971856,0.3104499724334463,-0.09172968011602277,0,0,0,0,0,0 +1664,US_OK_40115,40115,Ottawa County,OK,Oklahoma,36.84,-94.81,google,31368.0,1255.0,24.99442231075697,10.353575423086568,3.2578819884980317,0.1411629686304514,0.14151364447844939,0.12847487885743433,0.10874139250191278,0.1133639377709768,0.12260902830910482,0.11849655700076511,0.0811017597551645,0.04453583269574088,0.25437388421321094,0.5607402448355011,0.18488587095128795,1.0,0.5084799795970416,0.49152002040295845,,201.5,1,,1,-0.2855844458390816,-0.10889018751965512,1.0402015169351064,-1.0145398362246312,-0.01949615384801944,0.34905722650852905,0,0,0,0,0,0 +1665,US_OK_40117,40117,Pawnee County,OK,Oklahoma,36.31,-96.7,google,16419.0,1541.0,10.654769630110318,9.70625538300642,2.455715506536075,0.12394177477312869,0.1377672209026128,0.10749741153541628,0.11066447408490164,0.1210183324197576,0.1370972653632986,0.13393020281381326,0.08581521408124733,0.04226810402582374,0.23415555149521897,0.5707960289908033,0.19504841951397772,1.0,0.5022839393385712,0.4977160606614288,,201.5,1,,1,-0.7738577259827752,-0.6686918623471719,0.3754829770659238,-0.683460592630758,0.22071736524513333,0.045867705731132406,0,0,0,0,0,0 +1666,US_OK_40119,40119,Payne County,OK,Oklahoma,36.08,-96.97,google,81908.0,1806.0,45.35326688815061,11.313364153913575,3.836291772551798,0.10715681007960151,0.14904527030326709,0.28225570151877716,0.11410362846120037,0.08863603066855497,0.09130976217219319,0.08337402939883772,0.05258338623821849,0.031535381159349514,0.2263930263222152,0.647801191580798,0.12580578209698687,1.0,0.4890120623138155,0.5109879376861844,,201.5,1,,1,0.4383838585993708,0.29476014334180933,0.12027427758176053,1.8518773371989963,-1.4159801130126468,-0.6035622313082968,0,0,0,0,0,0 +1667,US_OK_40121,40121,Pittsburg County,OK,Oklahoma,34.93,-95.75,google,44154.0,3569.0,12.371532642196694,10.695461449902902,2.5931280174682105,0.12277483353716538,0.11894732074104271,0.12404312180096934,0.12655705032386647,0.11480273587896907,0.1322190515015627,0.12374869773972913,0.08907460252751732,0.04783258594917788,0.21793269012999955,0.5832857725234407,0.19878153734655976,1.0,0.489785749875436,0.510214250124564,,201.5,1,,1,-0.027699935221678712,-0.5727968636258066,-0.157876369107692,-0.272245039710727,0.3089575705658928,-0.5657035423305304,0,0,0,0,0,0 +1668,US_OK_40123,40123,Pontotoc County,OK,Oklahoma,34.72,-96.69,google,38371.0,1879.0,20.42096860031932,10.555083305937838,3.0643702834332442,0.13710875400693232,0.13708269265851816,0.15355346485627167,0.12598055823408302,0.10685152849808449,0.12149800630684632,0.10419327095983946,0.07013108858252326,0.04360063589690131,0.24677490813374683,0.5873967319069089,0.1658283599593443,1.0,0.5129394594876339,0.48706054051236614,,201.5,1,,1,-0.1335871201848058,-0.243934693903224,0.7903698243570503,-0.13689474757004633,-0.46996108912401596,0.5672720079726635,0,0,0,0,0,0 +1669,US_OK_40125,40125,Pottawatomie County,OK,Oklahoma,35.2,-96.94,google,72185.0,2055.0,35.126520681265205,11.187001400261579,3.587027240529747,0.13081665165893192,0.13746623259679988,0.13385052296183417,0.12571863960656646,0.12314192699314262,0.12933434924153217,0.11113112142411859,0.07169079448638914,0.036849761030685046,0.24078963773637185,0.5951042460344946,0.1641061162291335,1.0,0.5221167832652213,0.4778832167347787,,201.5,1,,1,0.3430684776542507,0.12080784585892966,0.5935919666198038,0.1168694450518367,-0.5106699944363032,1.0163440414123912,0,0,0,0,0,0 +1670,US_OK_40131,40131,Rogers County,OK,Oklahoma,36.37,-95.6,google,91435.0,1843.0,49.61204557786218,11.42339455297994,3.924189602861311,0.12220703231804014,0.1398042325149013,0.12664734510854705,0.12114616940996337,0.12658172472248044,0.1414447421665664,0.11425602887296987,0.07159184119866571,0.0363208836878657,0.23405041832996118,0.6009088423470225,0.16504073932301636,1.0,0.5019850166785148,0.4980149833214852,,201.5,1,,1,0.5213797501849321,0.3561007175585511,0.37202651183326924,0.30798147836911816,-0.4885781834085475,0.031240586753314294,0,0,0,0,0,0 +1671,US_OK_40133,40133,Seminole County,OK,Oklahoma,35.17,-96.61,google,24845.0,1659.0,14.97588908981314,10.120452052773622,2.771080653789287,0.13491648218957536,0.14646810223384987,0.11543570134835983,0.11515395451801168,0.11318172670557457,0.13560072449184946,0.11760917689675991,0.07925135842221775,0.04238277319380157,0.2520909639766553,0.5674703159589455,0.1804387200643993,1.0,0.5103240088549004,0.48967599114509963,,201.5,1,,1,-0.46142932264339215,-0.44861044335945205,0.9651459014475511,-0.7929572303859745,-0.12461405393852744,0.4392907181688486,0,0,0,0,0,0 +1672,US_OK_40135,40135,Sequoyah County,OK,Oklahoma,35.5,-94.75,google,41742.0,1852.0,22.53887688984881,10.639287051551051,3.1586533899823332,0.12550907958411192,0.13339082938048008,0.12098126587130469,0.11171002826888984,0.12514972928944468,0.1415840160988932,0.11951990800632456,0.08356092185328926,0.03859422164726175,0.23222174308849602,0.5858631594077907,0.1819150975037133,0.9999999999999999,0.5064683053040103,0.4935316946959897,,201.5,1,,1,-0.07007226427850964,-0.1781380766910075,0.3119051183753438,-0.18738648597283544,-0.08971672301610692,0.25062039598107055,0,0,0,0,0,0 +1673,US_OK_40137,40137,Stephens County,OK,Oklahoma,34.48,-97.86,google,43340.0,2308.0,18.778162911611783,10.676854348197491,2.984578445825291,0.1234656206737425,0.13068758652514997,0.11211352099676973,0.11991232118135671,0.11172127365020766,0.1372865712967236,0.13013382556529765,0.08234886940470697,0.05233041070604522,0.2280156898938625,0.5722381172127364,0.199746192893401,1.0,0.5159206275957545,0.4840793724042455,,201.5,1,,1,-0.04173526553918854,-0.299618402129537,0.17362262114148788,-0.6359809062791457,0.33175926269951783,0.7131488732532467,0,0,0,0,0,0 +1674,US_OK_40139,40139,Texas County,OK,Oklahoma,36.75,-101.48,google,20924.0,5306.0,3.9434602336977007,9.948699895357676,1.5980655381632345,0.16153699101510227,0.15317338940929076,0.15083158095966354,0.13912253871152744,0.12086599120627031,0.1127891416555152,0.0897533932326515,0.046645000955840184,0.025281972854138787,0.2840757025425349,0.5991206270311604,0.11680367042630473,1.0,0.4631045689160772,0.5368954310839228,,201.5,1,,1,-0.5909819149945527,-1.2672133656847455,2.016708807952167,0.24910581387442887,-1.628764230140817,-1.8712880981739393,0,0,0,0,0,0 +1675,US_OK_40141,40141,Tillman County,OK,Oklahoma,34.38,-98.92,google,7399.0,2277.0,3.249451032059728,8.909235279192261,1.4467898056661783,0.1273145019597243,0.13447763211244762,0.11217732125962968,0.11366400864981754,0.11244762805784565,0.13569401270441953,0.12353020678470064,0.09203946479253954,0.04865522367887552,0.2348966076496824,0.5626436004865523,0.20245979186376536,1.0,0.4957426679280984,0.5042573320719016,,201.5,1,,1,-1.375049711915456,-1.37278298286133,0.3998466954707383,-0.9518732614943183,0.39590096436595995,-0.2742149376159459,0,0,0,0,0,0 +1676,US_OK_40143,40143,Tulsa County,OK,Oklahoma,36.12,-95.94,google,646437.0,1520.0,425.2875,13.37923257158984,6.055114001267607,0.14337205327046565,0.13437968433118772,0.14105009459545167,0.13913034062097313,0.12204746943631012,0.12223464931617466,0.1049367533108408,0.0584434368701049,0.03440551824849135,0.2508758007354159,0.6038068674905674,0.14531733177401665,1.0,0.5118565304894367,0.4881434695105633,,201.5,1,,1,1.996667684508977,1.8431923300640423,0.9251949546169757,0.4033968092496034,-0.9547830046330068,0.5142812735192368,0,0,0,0,0,0 +1677,US_OK_40145,40145,Wagoner County,OK,Oklahoma,35.96,-95.52,google,78984.0,591.0,133.64467005076142,11.277013240003198,4.902639234744195,0.13083662513926872,0.13674921503089232,0.11487136635267903,0.13463486275701408,0.1268991188088727,0.13341942671933557,0.11630203585536311,0.07439481413957257,0.03189253519700192,0.2402359971639826,0.5953256355717613,0.16443836726425606,1.0,0.5044186164286438,0.4955813835713562,,201.5,1,,1,0.41096437693301713,1.0389237411816983,0.5753899141546456,0.1241585315522869,-0.502816532297667,0.15032340597756458,0,0,0,0,0,0 +1678,US_OK_40147,40147,Washington County,OK,Oklahoma,36.747206,-95.980597,google,51996.0,424.0,122.63207547169812,10.858941303591607,4.817310021645439,0.13179859989229942,0.12981767828294485,0.11779752288637588,0.12462497115162705,0.11050850065389646,0.1280290791599354,0.1197015155011924,0.0812370182321717,0.05648511423955689,0.23565274251865528,0.56677436725902,0.1975728902223248,1.0,0.5117316716670514,0.4882683283329487,,201.5,1,,1,0.09561286131728143,0.9793757078513015,0.42470615708205905,-0.8158708257449188,0.2803886168961201,0.5081715833066712,0,0,0,0,0,0 +1679,US_OK_40153,40153,Woodward County,OK,Oklahoma,36.42,-99.26,google,20531.0,1246.0,16.47752808988764,9.929739923680193,2.860915946605552,0.13871706200379913,0.13068043446495542,0.13277482830841167,0.13939895767376162,0.12171837708830549,0.12395889143246798,0.10437874433783059,0.06969947883688081,0.038673225853587255,0.24326140957576345,0.5961765135648531,0.16056207685938337,1.0,0.4764015391359408,0.5235984608640593,,201.5,1,,1,-0.6052834150087489,-0.38591778727369136,0.6748564601310831,0.15217305911103218,-0.5944409268516098,-1.2206302811527525,0,0,0,0,0,0 +1680,US_OR_41003,41003,Benton County,OR,Oregon,44.490278,-123.4325,google,91790.0,1759.0,52.183058555997725,11.427269532586738,3.9737398974366736,0.08507462686567165,0.14082144024403528,0.24450375857936593,0.10865017975814359,0.09711297526963722,0.10713585357882122,0.11797581435886262,0.06337291643969932,0.035352434905763154,0.19773177906089992,0.6445549624142063,0.1577132585248938,1.0,0.497864691142826,0.502135308857174,,201.5,1,,1,0.5243026459489307,0.39067999569498213,-0.8220221370685596,1.7449976468229011,-0.6617788267064973,-0.17037842676173842,0,0,0,0,0,0 +1681,US_OR_41005,41005,Clackamas County,OR,Oregon,45.19,-122.21,google,412442.0,4867.0,84.74255188000822,12.929853293390703,4.45134922373145,0.1141348359284457,0.12455569510379641,0.11568899384640749,0.12917452635764543,0.13157486385964573,0.1400560563667134,0.13217858511014882,0.07419952381183294,0.0384369196153641,0.21377939201148283,0.6074948720062457,0.17872573598227146,1.0,0.5075404541729504,0.4924595458270496,,201.5,1,,1,1.6577010519175763,0.7239854962179243,-0.29442443662094897,0.5248216257098637,-0.1651040877110767,0.3030836286612599,0,0,0,0,0,0 +1682,US_OR_41007,41007,Clatsop County,OR,Oregon,46.01,-123.71,google,39101.0,2809.0,13.91990032039872,10.573928895560435,2.7026959138148734,0.10524027518477788,0.10736298304391192,0.11644203473056955,0.12245211119920206,0.10892304544640802,0.13679957034346948,0.1675916216976548,0.09268305158435845,0.04250530676964784,0.1911306616199074,0.5898851691772589,0.2189841692028337,1.0,0.5055113679957034,0.49448863200429655,,201.5,1,,1,-0.11937189851465954,-0.49633356920820393,-1.0390472107026891,-0.05496479397573958,0.7864898808129339,0.20379478610499588,0,0,0,0,0,0 +1683,US_OR_41009,41009,Columbia County,OR,Oregon,45.95,-123.08,google,51724.0,1783.0,29.009534492428493,10.853696502613744,3.4015151475835,0.11236563297502127,0.12398499729332611,0.1091562910834429,0.1182623153661743,0.12758100688268503,0.14958239888639702,0.1412110432294486,0.08069754852679607,0.037158765756708685,0.21155363080968217,0.5999845332920888,0.18846183589822907,1.0,0.5005026680071147,0.4994973319928853,,201.5,1,,1,0.09165670977152529,-0.008654033523101576,-0.36760083334934085,0.2775492874998408,0.06502940770375057,-0.04129486565798845,0,0,0,0,0,0 +1684,US_OR_41013,41013,Crook County,OR,Oregon,44.13,-120.36,google,23065.0,7732.0,2.98305742369374,10.046114950785885,1.3820497212921006,0.10726208541079557,0.1078257099501409,0.09902449598959462,0.10466074138304791,0.10895295902883156,0.14064600043355735,0.17298937784522003,0.111814437459354,0.04682419249945805,0.19352265337090832,0.5613440277476696,0.24513331888142206,1.0,0.5035334923043573,0.49646650769564277,,201.5,1,,1,-0.5175017727091041,-1.4179626412938826,-0.9604056487953841,-0.9946607311475563,1.404580827866157,0.10701181536869443,0,0,0,0,0,0 +1685,US_OR_41017,41017,Deschutes County,OR,Oregon,43.91,-121.22,google,186744.0,7912.0,23.60262891809909,12.137499328874927,3.202853303817884,0.10776785331791115,0.1156342372445701,0.1131870367990404,0.13398020819946022,0.12992117551300175,0.13022105127875594,0.14647324679775522,0.08551278755943965,0.037302403290065546,0.20027524311356723,0.6036729426380499,0.1960518142483828,1.0,0.5054780876494024,0.4945219123505976,,201.5,1,,1,1.0600287332279283,-0.14729262708825702,-0.7384006171895118,0.39898743269724984,0.24443474073457355,0.20216628599437836,0,0,0,0,0,0 +1686,US_OR_41019,41019,Douglas County,OR,Oregon,43.29,-123.18,google,109197.0,13297.0,8.21215311724449,11.600918027106905,2.2205236033188367,0.10564392794673846,0.10649559969596234,0.10472815187230418,0.10894072181470187,0.10351932745405093,0.13773272159491562,0.16046228376237442,0.11073564292059306,0.061741622938359116,0.19084040770350835,0.5564511845563523,0.25270840774013936,1.0,0.5070285813712831,0.4929714186287169,,201.5,1,,1,0.6552856447154731,-0.8328234039753664,-1.0485898946713035,-1.1557539684114642,1.5836342159971952,0.2780362656741811,0,0,0,0,0,0 +1687,US_OR_41023,41023,Grant County,OR,Oregon,44.43841,-118.89173,google,7188.0,11731.0,0.6127354871707442,8.880307358983872,0.47793179758069904,0.09724540901502504,0.09863661658319421,0.08416805787423484,0.09974958263772955,0.10141903171953255,0.13146911519198665,0.17960489705063995,0.13216471897607124,0.07554257095158598,0.17615470228158042,0.5263355592654424,0.2975097384529772,1.0,0.4941569282136895,0.5058430717863105,,201.5,1,,1,-1.396870032025021,-2.04891237469252,-1.5314121333381914,-2.147288620277842,2.6426092599244155,-0.3518096019553293,0,0,0,0,0,0 +1688,US_OR_41027,41027,Hood River County,OR,Oregon,45.5175,-121.649444,google,23398.0,840.0,27.854761904761904,10.06044856538989,3.362275036691073,0.12932729293101974,0.13860158987947688,0.11911274467903239,0.1325754337977605,0.12945550901786476,0.13548166509958115,0.11680485511582187,0.059791435165398754,0.03884947431404394,0.24020856483460123,0.6027480981280452,0.15704333703735363,1.0,0.5012394221728352,0.4987605778271647,,201.5,1,,1,-0.5066899322195886,-0.03603822407700178,0.5744880208983647,0.36853761236644395,-0.6776138504749397,-0.005243430690280197,0,0,0,0,0,0 +1689,US_OR_41029,41029,Jackson County,OR,Oregon,42.42,-122.74,google,216746.0,7257.0,29.867162739424003,12.286486053716553,3.429692924326499,0.11480257997840791,0.11364454245983778,0.11959620938794718,0.12246592786026039,0.11216354627075009,0.12827457023428346,0.14612495732331854,0.09288291364085151,0.05004475284434315,0.20571821394627815,0.5782916409068679,0.2159901451468539,0.9999999999999999,0.511358917811632,0.48864108218836794,,201.5,1,,1,1.1724093677395364,0.011010172060590297,-0.5594519533736022,-0.4366731233377354,0.7157197339054042,0.48993169814162246,0,0,0,0,0,0 +1690,US_OR_41033,41033,Josephine County,OR,Oregon,42.36,-123.56,google,86584.0,4252.0,20.363123236124178,11.368881869386252,3.061666222322721,0.10552758015337707,0.10960454587452648,0.10214358311004343,0.10358726785549294,0.10545828328559549,0.13777372262773724,0.16149635036496351,0.11338122516862238,0.0610274415596415,0.19321121685299825,0.5516319412362561,0.2551568419107456,1.0,0.5118844128245403,0.48811558717545966,,201.5,1,,1,0.4802608519897991,-0.24582175596894956,-0.9706447535887732,-1.314423984441092,1.6415081818396358,0.5156456338954742,0,0,0,0,0,0 +1691,US_OR_41035,41035,Klamath County,OR,Oregon,42.68,-121.65,google,66810.0,15892.0,4.204002013591745,11.109623016626696,1.649427947581726,0.12276605298607993,0.11656937584193983,0.12475677293818291,0.11357581200419099,0.10951953300404131,0.12890285885346506,0.14854063762909744,0.09154318215835952,0.04382577458464302,0.21602155365963183,0.5743391707828169,0.20963927555755127,1.0,0.5017212992067056,0.4982787007932944,,201.5,1,,1,0.2847019899043215,-1.2313694810769966,-0.2207088420812472,-0.5668052740271668,0.5656033803217226,0.01833615576787133,0,0,0,0,0,0 +1692,US_OR_41039,41039,Lane County,OR,Oregon,43.95,-122.88,google,375264.0,12229.0,30.686401177528825,12.835387722047894,3.4558876039068744,0.10049724993604503,0.11843662061908417,0.16549682356954037,0.1234837341178477,0.11252345015775561,0.12329719877206446,0.1352567792274239,0.07924021488871834,0.04176792871152042,0.19524654643131237,0.616116920354737,0.1886365332139507,1.0,0.5073841349023621,0.49261586509763794,,201.5,1,,1,1.5864457044475822,0.029290449073410836,-0.903729181255473,0.8086961800322263,0.06915875151222108,0.29543449102482705,0,0,0,0,0,0 +1693,US_OR_41041,41041,Lincoln County,OR,Oregon,44.64,-123.91,google,48757.0,3092.0,15.76875808538163,10.794624565526743,2.81951751736129,0.09465307545583199,0.09311483479295281,0.08921795844699222,0.10416965769017782,0.1007034887298234,0.14121049285230838,0.20253502061242487,0.12145948274093976,0.05293598867854872,0.16914494329019422,0.5551920749841048,0.2756629817257009,1.0,0.516356625715282,0.4836433742847181,,201.5,1,,1,0.04709876825879109,-0.4148081866450096,-1.7618721236143768,-1.1972092182799396,2.1262145502845677,0.7344834765490623,0,0,0,0,0,0 +1694,US_OR_41043,41043,Linn County,OR,Oregon,44.63,-123.09,google,125035.0,5983.0,20.89837873976266,11.7363569748204,3.0864126039342645,0.12499700083976487,0.12434118446834887,0.1266445395289319,0.12619666493381854,0.11697524693085935,0.12945175350901747,0.13146718918702763,0.07930579437757428,0.0406206262246571,0.22446994841444395,0.5898700363898108,0.18566001519574518,0.9999999999999999,0.5052745231335226,0.4947254768664774,,201.5,1,,1,0.7574471956711487,-0.2285521913790893,0.0570492057255219,-0.05546302979150309,-0.0011976028399085664,0.19220530681376422,0,0,0,0,0,0 +1695,US_OR_41045,41045,Malheur County,OR,Oregon,43.21,-117.63,google,30385.0,25719.0,1.1814222948015085,10.321737255003711,0.7799770928698807,0.14493993746914596,0.13927924962975152,0.13868685206516373,0.12387691295046899,0.1168668751028468,0.11518841533651472,0.10679611650485436,0.07039657725851571,0.043969063682738195,0.2563633371729472,0.5758729636333718,0.1677636991936811,1.0,0.4567385222971861,0.5432614777028139,,201.5,1,,1,-0.3095999649038982,-1.8381263770488603,1.1056088027375353,-0.5163062807165709,-0.4242152168901676,-2.182796504044859,0,0,0,0,0,0 +1696,US_OR_41047,41047,Marion County,OR,Oregon,44.91,-122.58,google,340531.0,3093.0,110.09731652117685,12.73826437959791,4.710406542629098,0.1372532897151801,0.137511709653453,0.13817537904038105,0.13367945943247458,0.12101688245710376,0.11954271417286531,0.11122629070481102,0.06543897618719001,0.03615529863654117,0.2472626574379425,0.5955299223859208,0.15720742017613668,1.0,0.5018074712728063,0.4981925287271937,,201.5,1,,1,1.5131856011597222,0.9047718096033137,0.8064055682450043,0.13088452356480162,-0.6737353953858657,0.022552795159418566,0,0,0,0,0,0 +1697,US_OR_41049,41049,Morrow County,OR,Oregon,45.42,-119.57,google,11198.0,5307.0,2.1100433389862445,9.323579767582693,1.1346366614593983,0.14672262904090017,0.1550276835149134,0.11430612609394535,0.11287729951777103,0.1167172709412395,0.12430791212716556,0.12832648687265583,0.0668869440971602,0.034827647794248975,0.27074477585283085,0.563377388819432,0.1658778353277371,1.0,0.48731916413645293,0.5126808358635471,,201.5,1,,1,-1.0625098090401992,-1.5906228663007855,1.5784276574793763,-0.9277138242534408,-0.4687916332265364,-0.6864004579350218,0,0,0,0,0,0 +1698,US_OR_41051,41051,Multnomah County,OR,Oregon,45.54,-122.41,google,807885.0,1206.0,669.8880597014926,13.602176238440316,6.508602296976411,0.10898952202355533,0.10107998044276104,0.15325077207770907,0.1834147186790199,0.14622997084981154,0.11973857665385544,0.10682213433842688,0.05242330282156495,0.02805102211329583,0.18985350637776416,0.6762611015181615,0.1338853921040742,0.9999999999999999,0.5046894050514615,0.49531059494853846,,201.5,1,,1,2.1648340145470004,2.1596646748465864,-1.0810362698197284,2.788898787668758,-1.2250012910438972,0.16357384809208042,0,0,0,0,0,0 +1699,US_OR_41053,41053,Polk County,OR,Oregon,44.91,-123.42,google,83711.0,1927.0,43.441100155682406,11.335137615376816,3.794164720443457,0.12085627934202196,0.1421318584176512,0.15517673901876694,0.1164004730561097,0.11317509048989978,0.11464443143672874,0.11994839387894064,0.07611902856255451,0.041547705797326515,0.23456176607614293,0.5877973026245057,0.17764093129935135,0.9999999999999999,0.5114142705259763,0.48858572947402373,,201.5,1,,1,0.4548075729763001,0.2653612656074567,0.3888381021828957,-0.12370625345167592,-0.1907457610379493,0.4926402607454303,0,0,0,0,0,0 +1700,US_OR_41057,41057,Tillamook County,OR,Oregon,45.46,-123.7,google,26522.0,3452.0,7.683082271147161,10.185767560073915,2.161376566001623,0.10421536837342583,0.10315964105271096,0.09791870899630495,0.10975793680717895,0.1056481411658246,0.13792323354196517,0.1804916672950758,0.1105497322977151,0.050335570469798654,0.1867430812155946,0.5621257823693537,0.25113113641505164,1.0,0.49626724983032955,0.5037327501696705,,201.5,1,,1,-0.4121618582994573,-0.8740998862216441,-1.1832977817360806,-0.9689220393831016,1.5463520428073863,-0.2485456829127462,0,0,0,0,0,0 +1701,US_OR_41059,41059,Umatilla County,OR,Oregon,45.375131,-118.751366,google,77120.0,8369.0,9.214959971322738,11.253130896005338,2.3238533096444565,0.13851141078838175,0.140676867219917,0.1393023858921162,0.12925311203319503,0.12100622406639004,0.11948910788381743,0.11016597510373444,0.06504149377593361,0.036553423236514525,0.25105290456431534,0.5922691908713693,0.15667790456431535,1.0,0.4783454356846473,0.5216545643153527,,201.5,1,,1,0.39294993319679156,-0.7607135066395404,0.9310176008357971,0.02352735412603653,-0.6862516266978957,-1.1255100045797497,0,0,0,0,0,0 +1702,US_OR_41061,41061,Union County,OR,Oregon,45.327222,-118.093333,google,26383.0,5280.0,4.996780303030303,10.18051304479938,1.7912227090364583,0.12356441648030929,0.13080392677102679,0.14103778948565365,0.1174999052420119,0.09722169578895501,0.11742409885153318,0.1352006974187924,0.08406928704089754,0.05317818292082022,0.22820755789713074,0.5669446234317553,0.20484781867111398,1.0,0.5058181404692416,0.49418185953075844,,201.5,1,,1,-0.41612533733580015,-1.132416275316036,0.17993066942415264,-0.8102652673900599,0.4523470732867099,0.21880601833715915,0,0,0,0,0,0 +1703,US_OR_41063,41063,Wallowa County,OR,Oregon,45.58,-117.17,google,7025.0,3152.0,2.228743654822335,8.857372832825773,1.172093100214162,0.10206405693950178,0.1002135231316726,0.07558718861209965,0.10761565836298932,0.09423487544483986,0.14220640569395018,0.19387900355871887,0.11900355871886122,0.06519572953736655,0.18223487544483988,0.536626334519573,0.28113879003558717,1.0,0.5084697508896797,0.4915302491103203,,201.5,1,,1,-1.4141695370957585,-1.5644834331288753,-1.3315141554185257,-1.8084724688456697,2.2556469634123593,0.3485567073456678,0,0,0,0,0,0 +1704,US_OR_41065,41065,Wasco County,OR,Oregon,45.16,-121.16,google,26296.0,6203.0,4.239239077865549,10.177210143218492,1.6561762736405596,0.12735777304533008,0.11747033769394585,0.12511408579251598,0.12226194097961667,0.1058335868573167,0.12720565865530878,0.14405232735016732,0.08138119866139337,0.04932309096440523,0.2213340432004868,0.575935503498631,0.20273045330088227,1.0,0.5004943717675692,0.4995056282324308,,201.5,1,,1,-0.41861671484466306,-1.2266600793318905,-0.046050014376578616,-0.5142472019848987,0.40229862494210317,-0.04170082378400883,0,0,0,0,0,0 +1705,US_OR_41067,41067,Washington County,OR,Oregon,45.56,-123.09,google,591336.0,1880.0,314.5404255319149,13.290141353840765,5.7542868054115095,0.12693122015233302,0.1268043887062516,0.13661268720321443,0.1593797773178024,0.14198695834517094,0.12389064761827455,0.10095106673701584,0.053852632006169084,0.029590621913768145,0.22837473111733433,0.6377064815942205,0.13391878728844514,1.0,0.5049565729128618,0.4950434270871383,,201.5,1,,1,1.9294662100776414,1.6332563979841783,0.18542682681699632,1.5195164894481672,-1.2242119246060377,0.1766471162578779,0,0,0,0,0,0 +1706,US_OR_41071,41071,Yamhill County,OR,Oregon,45.23,-123.31,google,105238.0,1860.0,56.57956989247312,11.563989233018624,4.0531678154179085,0.11912997206332314,0.13841958228016496,0.13334536954332085,0.12834717497481898,0.123310971322146,0.1257815617932686,0.12002318554134438,0.0703453125296946,0.04129686995191851,0.2298656378874551,0.5984805868602596,0.17165377525228528,1.0,0.5007981907675935,0.49920180923240653,,201.5,1,,1,0.6274302682327623,0.4461097381659056,0.23444339930785485,0.2280329654143912,-0.332264968995853,-0.026834113243433006,0,0,0,0,0,0 +1707,US_PA_42001,42001,Adams County,PA,Pennsylvania,39.87,-77.22,google,102562.0,1351.0,75.91561806069578,11.538232522896736,4.342708951608215,0.10624792808252569,0.12577757844035803,0.1211462334977867,0.10494140129872663,0.12053197090540356,0.15114759852576978,0.13713656129950663,0.08355921296386576,0.049511514986057215,0.2068699908348121,0.5914910005655116,0.2016390085996763,1.0,0.5079171623018272,0.4920828376981728,,397.0,1,,1,0.6080019907838402,0.6481695556920173,-0.521584960962301,-0.0020939851804160836,0.3765000006152473,0.32151700744877965,0,0,0,0,0,0 +1708,US_PA_42003,42003,Allegheny County,PA,Pennsylvania,40.435556,-80.024444,google,1220141.0,1929.0,632.5251425609124,14.01447780337887,6.451299687309722,0.10390848270814602,0.11044707128110604,0.14145332383716308,0.13627441418655714,0.1123525887581845,0.13869298712198017,0.13089798638026262,0.07292517831955488,0.05304796740704558,0.19226613973303083,0.6163117213502374,0.19142213891673177,1.0,0.5170771246929659,0.4829228753070342,,397.0,1,,1,2.475832940976036,2.1196753489588445,-1.001716073465188,0.8151098584928562,0.1350024859399842,0.7697394998561979,0,0,0,0,0,0 +1709,US_PA_42005,42005,Armstrong County,PA,Pennsylvania,40.81,-79.46,google,65991.0,1721.0,38.344567112144105,11.097288801540568,3.6723578995663773,0.10315042960403692,0.1086208725432256,0.10471124850358382,0.1084390295646376,0.12263793547604976,0.15697595126608174,0.14873240290342624,0.08861814489854677,0.05811398524041157,0.19004712763861742,0.5888545407707111,0.22109833159067147,1.0,0.5029322180297313,0.4970677819702687,,397.0,1,,1,0.2753982957728132,0.1803568882547284,-1.0746705796514446,-0.08889747073136371,0.8364626198344611,0.07758978911081002,0,0,0,0,0,0 +1710,US_PA_42007,42007,Beaver County,PA,Pennsylvania,40.69,-80.35,google,165654.0,1150.0,144.04695652173913,12.017662591395661,4.9770575280773,0.10532193608364422,0.10931218081060523,0.11314547188718654,0.11624832482161614,0.11359218612288263,0.15433373175413814,0.1439144240404699,0.0851050985789658,0.059026645900491385,0.19277168073212841,0.5911393627681795,0.21608895649969212,1.0,0.5150856604730342,0.48491433952696583,,397.0,1,,1,0.9696359240025638,1.0908574559185518,-0.9850953916586653,-0.013671399150500347,0.7180553510633644,0.6722916045393471,0,0,0,0,0,0 +1711,US_PA_42009,42009,Bedford County,PA,Pennsylvania,40.01,-78.49,google,48356.0,2635.0,18.351423149905123,10.786366268065041,2.9627659645699986,0.10116634957399288,0.11595251881876086,0.10596409959467284,0.10085615021920755,0.1225494250971958,0.1557200761022417,0.13992058896517495,0.09812639589709653,0.05974439573165688,0.1939283646290016,0.5782405492596576,0.2278310861113409,1.0,0.5020473157415832,0.49795268425841677,,397.0,1,,1,0.04086953736779643,-0.3148405085294345,-0.9470670714334505,-0.43835527797143725,0.9956056385982778,0.03428905356254386,0,0,0,0,0,0 +1712,US_PA_42011,42011,Berks County,PA,Pennsylvania,40.42,-75.93,google,417511.0,2242.0,186.22256913470116,12.942068565374958,5.232298118393517,0.11978846066331186,0.1353090098224957,0.1298959787885828,0.11725918598551895,0.12172613416173467,0.14363214382375555,0.11720888790954011,0.06890117865158044,0.04627902019347993,0.2280356685213084,0.5981796886788612,0.1737846427998304,1.0,0.5080105673862485,0.4919894326137515,,397.0,1,,1,1.6669150273088853,1.268980218656672,0.1742794588862053,0.21812611570902618,-0.2818973678808691,0.3260875785881725,0,0,0,0,0,0 +1713,US_PA_42013,42013,Blair County,PA,Pennsylvania,40.47,-78.35,google,123147.0,1365.0,90.21758241758242,11.72114216305952,4.51324766816522,0.10965756372465428,0.11949945999496536,0.12027901613518803,0.11389640023711499,0.11979179354754886,0.14066116105142634,0.1377134643962094,0.08277911763989379,0.05572202327299894,0.2052571317206266,0.587384995168376,0.20735787311099743,0.9999999999999999,0.5107554386221346,0.4892445613778655,,397.0,1,,1,0.7459706684739782,0.767182081518388,-0.5746109631727631,-0.137281170991207,0.5116775656725893,0.46040177925306647,0,0,0,0,0,0 +1714,US_PA_42015,42015,Bradford County,PA,Pennsylvania,41.79,-76.52,google,60963.0,3007.0,20.27369471233788,11.018038805005741,3.0574713194556544,0.12089300067253908,0.1199252005314699,0.10965667700080377,0.10383347276216721,0.11182192477404328,0.15135410002788577,0.13785410822958188,0.0928924101504191,0.05176910585109001,0.216833161097715,0.5695782687859849,0.21358857011630006,1.0,0.5044371175959188,0.49556288240408114,,397.0,1,,1,0.21562005106615276,-0.24874922015939915,-0.19402560767638796,-0.7235544452098621,0.6589533838213759,0.15122871966274504,0,0,0,0,0,0 +1715,US_PA_42017,42017,Bucks County,PA,Pennsylvania,40.34,-75.11,google,626811.0,1611.0,389.08193668528867,13.348401934143537,5.966356811121868,0.10348573972058563,0.1246085343109805,0.11234167875164922,0.11510487212253774,0.12691704516991564,0.1627699577703646,0.13250884237832455,0.0745360244156532,0.0477273053599889,0.20317256716937004,0.6083096818658256,0.1885177509648044,1.0,0.5090944479276848,0.49090555207231523,,397.0,1,,1,1.973412145451413,1.7812520410918016,-0.6431452347223279,0.5516486366934156,0.06635107960814836,0.3791248747046331,0,0,0,0,0,0 +1716,US_PA_42019,42019,Butler County,PA,Pennsylvania,40.91,-79.91,google,186828.0,2058.0,90.78134110787173,12.137949038980103,4.519409021061627,0.10581925621427195,0.12577879118761642,0.11310938403237202,0.1165296422377802,0.12653349604984263,0.15585458282484424,0.13355064551352044,0.07456591089130109,0.04825829104845098,0.20644228916436508,0.6039581861391227,0.1895995246965123,1.0,0.5049885456141477,0.4950114543858522,,397.0,1,,1,1.060367949403193,0.771481856874466,-0.5356465175626713,0.4083788636504921,0.09192110993598523,0.17821162965296092,0,0,0,0,0,0 +1717,US_PA_42021,42021,Cambria County,PA,Pennsylvania,40.49,-78.72,google,132960.0,1796.0,74.03118040089088,11.797811131119957,4.317903765819476,0.10266245487364621,0.1194043321299639,0.11639590854392298,0.10246690734055355,0.11638838748495788,0.14351684717208182,0.1496690734055355,0.08702617328519856,0.06246991576413959,0.19818592057761736,0.5774834536702768,0.22433062575210588,1.0,0.5081453068592058,0.4918546931407942,,397.0,1,,1,0.8038020443038791,0.630858953889033,-0.8070913170995244,-0.46328208936568416,0.9128647890809624,0.3326807565746889,0,0,0,0,0,0 +1718,US_PA_42023,42023,Cameron County,PA,Pennsylvania,41.44,-78.2,google,4619.0,1032.0,4.47577519379845,8.438149984075784,1.7003338535883352,0.09764018185754492,0.09569170816193981,0.09699069062567656,0.08703182507036156,0.10435159125351808,0.16280580212167137,0.17211517644511798,0.10933102403117557,0.07404200043299415,0.17419354838709677,0.5563758389261745,0.26943061268672874,1.0,0.49707728945659235,0.5029227105434076,,397.0,1,,1,-1.7303891854863698,-1.1958441729496703,-1.5958890301913067,-1.158234667466071,1.978899210052386,-0.2089081860837715,0,0,0,0,0,0 +1719,US_PA_42025,42025,Carbon County,PA,Pennsylvania,40.92,-75.7,google,63828.0,1003.0,63.637088733798606,11.063962911512936,4.1687883750457235,0.1002694742119446,0.11208247164253933,0.10446825844456978,0.10952873347120386,0.12831359278059787,0.15842576925487248,0.1470357836686094,0.0890518267844833,0.05082408974117942,0.18993545152597607,0.5966707401140565,0.2133938083599674,1.0,0.5033527605439619,0.4966472394560381,,397.0,1,,1,0.2502605885646678,0.5267969575643536,-1.0783421574995609,0.16844510210113472,0.6543497741475988,0.09816810655827947,0,0,0,0,0,0 +1720,US_PA_42027,42027,Centre County,PA,Pennsylvania,40.91,-77.82,google,162316.0,2880.0,56.359722222222224,11.997306492318058,4.049342353570822,0.08097784568372804,0.13986298331649374,0.25150940141452477,0.11368565021316444,0.10522068064762562,0.11528746395919072,0.10092658764385519,0.05635303974962419,0.036176347371793295,0.19286823233692305,0.6641390867197319,0.14299268094334508,1.0,0.4737425762093694,0.5262574237906307,,397.0,1,,1,0.9542813255780807,0.44344009290255554,-0.9819210625655447,2.3897904308946427,-1.0097310871197724,-1.3507407487808414,0,0,0,0,0,0 +1721,US_PA_42029,42029,Chester County,PA,Pennsylvania,39.97,-75.75,google,518901.0,1968.0,263.6692073170732,13.159470319655592,5.578480771967737,0.11861992942777139,0.13912480415339343,0.11856789638100523,0.11966829896261522,0.1305104441887759,0.1492076523267444,0.1178953210728058,0.06700507418563464,0.039400579301254,0.22991977275048614,0.6047269132262224,0.16535331402329154,1.0,0.5075284110071092,0.49247158899289073,,397.0,1,,1,1.8309010946310942,1.5105680107482804,0.23622319231116187,0.43368863349006315,-0.48118981342739425,0.30249432298736195,0,0,0,0,0,0 +1722,US_PA_42031,42031,Clarion County,PA,Pennsylvania,41.19,-79.42,google,38998.0,1577.0,24.729232720355103,10.571291283757406,3.2476278054197536,0.10290271295963896,0.12944253551464177,0.15562336530078466,0.10062054464331505,0.11077491153392481,0.1390327709113288,0.13131442638084004,0.08026052618082978,0.05002820657469614,0.20645674137135236,0.5975973126827017,0.19594594594594594,1.0,0.5100005128468127,0.48999948715318736,,397.0,1,,1,-0.12136144817644895,-0.11604619439639258,-0.5351713720568341,0.1989518174824623,0.24193231751544692,0.4234611567757605,0,0,0,0,0,0 +1723,US_PA_42033,42033,Clearfield County,PA,Pennsylvania,41.0,-78.47,google,79799.0,2988.0,26.70649263721553,11.2872787834379,3.3216667769631765,0.09614155565859221,0.10631712176844321,0.12274589907141693,0.11651775084900813,0.13330994122733367,0.1524204563966967,0.13378613767089814,0.08492587626411359,0.053835261093497414,0.1811952530733468,0.6131505407335932,0.20565420619306007,1.0,0.475482148899109,0.524517851100891,,397.0,1,,1,0.4187076727603778,-0.06437719400243117,-1.3656938414704451,0.71103032861648,0.4714077629557006,-1.2656186081623098,0,0,0,0,0,0 +1724,US_PA_42035,42035,Clinton County,PA,Pennsylvania,41.24,-77.64,google,38830.0,2326.0,16.6938950988822,10.566974175677647,2.873219670417091,0.1105330929693536,0.134097347411795,0.16348184393510173,0.10337368014421838,0.1092969353592583,0.13072366726757662,0.12129796549060005,0.07746587689930466,0.049729590522791654,0.21781097089878962,0.5943445789338141,0.18784445016739634,1.0,0.5087818696883852,0.4912181303116147,,397.0,1,,1,-0.12461784129317942,-0.3773314833689599,-0.16187813477118146,0.09185796855312445,0.05043617864055046,0.36382955017069224,0,0,0,0,0,0 +1725,US_PA_42037,42037,Columbia County,PA,Pennsylvania,41.05,-76.4,google,65581.0,1269.0,51.679275019700555,11.091056547036388,3.9642221148157017,0.0940363824888306,0.1316844817858831,0.1609612540217441,0.10251444778213202,0.11256308991933639,0.13775331269727512,0.13005291166648877,0.07945898964639149,0.05097512999191839,0.19938396791753707,0.6051554566109086,0.19546057547155427,1.0,0.5175584391820802,0.48244156081791983,,397.0,1,,1,0.2706973083770428,0.3840378948696862,-0.7677030901080418,0.4477981069491036,0.23045955071897725,0.7932915594313931,0,0,0,0,0,0 +1726,US_PA_42039,42039,Crawford County,PA,Pennsylvania,41.68,-80.11,google,85772.0,2688.0,31.90922619047619,11.359459550637554,3.4937530497792775,0.11050226181038102,0.1283868861633167,0.11893158606538264,0.10686471109452968,0.1170195401762813,0.14488411136501422,0.14073357272769668,0.08702140558690481,0.04565592501049293,0.21321177074103434,0.5837441122977195,0.2030441169612461,1.0,0.5108776756983631,0.4891223243016369,,397.0,1,,1,0.47315360024857955,0.05571531285682081,-0.31308613278323677,-0.25715454219868633,0.4097127348184642,0.4663831801182855,0,0,0,0,0,0 +1727,US_PA_42041,42041,Cumberland County,PA,Pennsylvania,40.17,-77.27,google,249024.0,1427.0,174.50875963559915,12.425308572013366,5.167688954113892,0.11012191595990747,0.12399206502184529,0.1299593613466975,0.128947410691339,0.12431331919814957,0.13630011565150346,0.1223657157543048,0.07579590722179388,0.04820418915445901,0.20931556797738374,0.6055014777692109,0.1851829542534053,1.0,0.505501477769211,0.494498522230789,,397.0,1,,1,1.2771231448044331,1.2238919244107207,-0.4411816710361715,0.45919059724015593,-0.012473956116298318,0.20331082975456288,0,0,0,0,0,0 +1728,US_PA_42043,42043,Dauphin County,PA,Pennsylvania,40.41,-76.79,google,275714.0,1444.0,190.9376731301939,12.527123002495975,5.257170700214019,0.12534365320585825,0.12141929680756146,0.1314877010235244,0.12924624792357298,0.11969649709481564,0.13978615521881368,0.12434624284584751,0.0673125049870518,0.041361700892954295,0.22247909065190744,0.6066735820451628,0.17084732730292984,1.0,0.5149829170807431,0.48501708291925694,,397.0,1,,1,1.3539217341568504,1.2863378536034056,-0.008404265807413425,0.49778126218503344,-0.3513270869955976,0.6672640839661554,0,0,0,0,0,0 +1729,US_PA_42045,42045,Delaware County,PA,Pennsylvania,39.92,-75.4,google,563858.0,494.0,1141.412955465587,13.242559499224987,7.040897932089632,0.12026254837210787,0.13180091441462213,0.1332019763841251,0.12718450389991806,0.11914701928499728,0.14145760102720897,0.1183312110495905,0.06290590893451897,0.045708316632911125,0.22570327990380556,0.6065168890039692,0.16777983109222536,1.0,0.5188983751228146,0.4811016248771854,,397.0,1,,1,1.8935752337598222,2.531133683762232,0.09759747042261985,0.49262225988808744,-0.4238339050474671,0.8588583599679577,0,0,0,0,0,0 +1730,US_PA_42049,42049,Erie County,PA,Pennsylvania,42.1,-80.1,google,273558.0,4036.0,67.7794846382557,12.51927259970016,4.230905512074852,0.11584015090035751,0.131551627077256,0.13672786027094802,0.11995627983827926,0.11531375430438884,0.13699471410084882,0.12807521622471285,0.06998881407233566,0.04555158321087301,0.22108145256216233,0.5993405420422725,0.17957800539556512,1.0,0.5064264251091176,0.4935735748908824,,397.0,1,,1,1.3480001780698694,0.5701461601629801,-0.054354441978675394,0.256346352693625,-0.14495888164196621,0.24857108130752154,0,0,0,0,0,0 +1731,US_PA_42051,42051,Fayette County,PA,Pennsylvania,39.92,-79.65,google,131309.0,2067.0,63.52636671504596,11.785316218853051,4.167073926551161,0.10251391755325225,0.10888819502090488,0.11797363470896892,0.11143942913280887,0.12622897135763733,0.1487407565361095,0.1453441881363806,0.08444965691612913,0.054421250637808526,0.18962447356997617,0.598832524807896,0.21154300162212797,1.0,0.5045807979651052,0.4954192020348948,,397.0,1,,1,0.7943771363450365,0.5256005087470034,-1.0885661861436147,0.23962026161087702,0.6106020078353206,0.15825940062373506,0,0,0,0,0,0 +1732,US_PA_42053,42053,Forest County,PA,Pennsylvania,41.52,-79.24,google,7317.0,1117.0,6.550581915846016,8.898092345579153,2.0216246352373046,0.04086374197075304,0.08446084460844608,0.1922919229192292,0.14268142681426815,0.11630449637829712,0.13625802924695912,0.13120131201312013,0.11015443487768212,0.04578379117124504,0.10843241765750992,0.6700287002870029,0.22153888205548722,1.0,0.31447314473144733,0.6855268552685527,,397.0,1,,1,-1.3834548228479435,-0.9716274776399489,-3.7579190753205083,2.583701594340226,0.8468759700722194,-9.144237980866343,0,0,0,0,0,0 +1733,US_PA_42055,42055,Franklin County,PA,Pennsylvania,39.93,-77.72,google,154376.0,2001.0,77.14942528735632,11.947152941746044,4.358622702871876,0.12231175830439965,0.12556355910245115,0.11508913302585894,0.11636523811991502,0.12477328082085298,0.13772866248639684,0.12347774265429859,0.08284318806032026,0.05184743742550656,0.22276260558636055,0.5808078976006633,0.1964294968129761,1.0,0.5091983209825361,0.49080167901746385,,397.0,1,,1,0.9164505198986858,0.6592751613368666,0.0009168605134069512,-0.3538272358362083,0.25336207400943395,0.38420767281573637,0,0,0,0,0,0 +1734,US_PA_42059,42059,Greene County,PA,Pennsylvania,39.86,-80.22,google,36846.0,1497.0,24.613226452905813,10.51452948317723,3.243108876380196,0.10717581284264235,0.11819464799435488,0.13092330239374694,0.11526352928404711,0.13048906258481247,0.14120935786788255,0.13708407968300493,0.07534060685013298,0.04431960049937578,0.20173153123812626,0.6100662215708625,0.18820224719101122,1.0,0.4822775877978614,0.5177224122021387,,397.0,1,,1,-0.16417685452894393,-0.11919978420805352,-0.6905222026195369,0.6094814051682249,0.058893474724638066,-0.9330988411436507,0,0,0,0,0,0 +1735,US_PA_42061,42061,Huntingdon County,PA,Pennsylvania,40.41,-77.98,google,45429.0,2303.0,19.726009552757272,10.72392795875345,3.031389411668861,0.09566576415945761,0.1171498382090735,0.12736357833102205,0.12104602786766162,0.12571265050958638,0.1410112483215567,0.13262453498866364,0.08862180545466553,0.05080455215831297,0.18938563472671643,0.6048757401659733,0.2057386251073103,1.0,0.46848929098153164,0.5315107090184684,,397.0,1,,1,-0.006227657538177225,-0.2669507979989931,-1.0964184956970318,0.4385886502245263,0.47340318411851023,-1.6077986380606462,0,0,0,0,0,0 +1736,US_PA_42063,42063,Indiana County,PA,Pennsylvania,40.65,-79.09,google,84743.0,2161.0,39.21471540953262,11.347390226276332,3.694232983606701,0.09704636371145699,0.13263632394416058,0.16856849533294785,0.10268694759449158,0.10511782684115502,0.1345715870337373,0.13188109932383796,0.07909797859410217,0.04839337762411055,0.20315542286678545,0.6034126712530828,0.1934319058801317,1.0,0.49907366980163553,0.5009263301983644,,397.0,1,,1,0.464049713098349,0.19562268277261333,-0.6437088883103889,0.39041819016646234,0.18250761635656945,-0.11121973106193837,0,0,0,0,0,0 +1737,US_PA_42067,42067,Juniata County,PA,Pennsylvania,40.53,-77.4,google,24635.0,1019.0,24.1756624141315,10.111964066806934,3.2258777506370713,0.11869291658209864,0.12973411812461944,0.1098031256342602,0.10996549624517962,0.12043840064948244,0.1444286584128273,0.12997767404099858,0.08475745889993912,0.052202151410594685,0.2224802110817942,0.5755713415871727,0.2019484473310331,1.0,0.49815303430079155,0.5018469656992084,,397.0,1,,1,-0.46783180749347564,-0.13122473572007912,-0.00836742941102308,-0.5262369631342301,0.3838142452798026,-0.1562689923106784,0,0,0,0,0,0 +1738,US_PA_42069,42069,Lackawanna County,PA,Pennsylvania,41.44,-75.61,google,210451.0,1203.0,174.93848711554446,12.257012877598559,5.17013442892172,0.1100778803616994,0.12110657587752019,0.12561593910221383,0.11773762063378174,0.11895405581346727,0.14151987873661803,0.12915595554309553,0.08040351435726131,0.05542857957434272,0.20696314106371558,0.5926267872331327,0.2004100717031518,1.0,0.5153931318929347,0.4846068681070653,,397.0,1,,1,1.1501777612877973,1.2255985288674696,-0.5185224589741875,0.03530094941567962,0.34745145488515644,0.6873370381652729,0,0,0,0,0,0 +1739,US_PA_42071,42071,Lancaster County,PA,Pennsylvania,40.04,-76.25,google,541332.0,2548.0,212.4536891679749,13.201789895271915,5.363419896577568,0.1310859140047143,0.13252495695802208,0.1319171968403863,0.12080571627023712,0.11356247182874835,0.13184884691834217,0.11581247737063392,0.07215904472671116,0.05028337508220464,0.23710587957113194,0.5825454619346353,0.18034865849423273,1.0,0.5103319219998079,0.48966807800019213,,397.0,1,,1,1.862822735737575,1.3604851527125865,0.4724809737904876,-0.2966192173960143,-0.12674285131364543,0.43967793040638764,0,0,0,0,0,0 +1740,US_PA_42073,42073,Lawrence County,PA,Pennsylvania,40.99,-80.33,google,86546.0,940.0,92.07021276595745,11.368442897958552,4.533354184280291,0.1050770688420031,0.11774085457444596,0.11492154461211379,0.1058396690777159,0.1164929632796432,0.14567975411919673,0.1459455087467936,0.08610449934139071,0.06219813740669702,0.19926975250155987,0.5794548563769556,0.22127539112148453,1.0,0.5166038869502924,0.48339611304970764,,397.0,1,,1,0.4799297359952041,0.7812136593133536,-0.7714581526840648,-0.39837511574075846,0.840647799636872,0.7465826579975923,0,0,0,0,0,0 +1741,US_PA_42075,42075,Lebanon County,PA,Pennsylvania,40.37,-76.46,google,139553.0,939.0,148.61874334398297,11.846206902115124,5.008090347424781,0.12411771871618668,0.12913373413685122,0.11910170329552214,0.11689465651042973,0.11857860454450997,0.13488065466166976,0.12412488445250192,0.07960416472594642,0.05356387895638216,0.2274247060256677,0.5773448080657527,0.19523048590857953,0.9999999999999999,0.5091327309337671,0.4908672690662329,,397.0,1,,1,0.840306957462396,1.1125140878471882,0.15419283237343998,-0.46784689318053424,0.2250208929563285,0.3809981689028352,0,0,0,0,0,0 +1742,US_PA_42077,42077,Lehigh County,PA,Pennsylvania,40.61,-75.59,google,365577.0,902.0,405.2960088691796,12.809234941696836,6.007081979832413,0.12120839111869729,0.13236609524122142,0.1318491042926661,0.12813442858823176,0.123112230802266,0.13706551560957062,0.11383374774671273,0.06764648760726194,0.04478399899337212,0.22710126731167443,0.6035513722143352,0.16934736047399043,1.0,0.5109347688722212,0.48906523112777883,,397.0,1,,1,1.566718671363132,1.8096725973783676,0.14355913113300847,0.3949848165605817,-0.38678200347445835,0.4691769082574872,0,0,0,0,0,0 +1743,US_PA_42079,42079,Luzerne County,PA,Pennsylvania,41.18,-75.99,google,317808.0,2349.0,135.29501915708812,12.669205852381682,4.914821794799903,0.10461977042742789,0.1177597794895031,0.1291062528318985,0.11697314101595932,0.12282887781301918,0.14408384936817198,0.12872237325680913,0.08010182248401551,0.055804133313195385,0.19882759401903036,0.6009052635553542,0.20026714242561547,1.0,0.5057109953179278,0.4942890046820722,,397.0,1,,1,1.4610947782005177,1.0474254894798718,-0.7859950061920816,0.3078636493047508,0.34407301644260896,0.21356310742546566,0,0,0,0,0,0 +1744,US_PA_42081,42081,Lycoming County,PA,Pennsylvania,41.35,-77.06,google,114012.0,3221.0,35.39646072648246,11.644067755962846,3.5944715371263376,0.11076027084868259,0.12146966985931305,0.13217906886994352,0.11843490158930639,0.113619618987475,0.1425113145984633,0.1316966635091043,0.0765094902290987,0.05281900150861313,0.20793600673613305,0.596887169771603,0.19517682349226398,1.0,0.5106041469319019,0.4893958530680981,,397.0,1,,1,0.6878334701206505,0.12600293914242305,-0.48653753428834917,0.17557088823627226,0.22375246724729672,0.4529986551373813,0,0,0,0,0,0 +1745,US_PA_42083,42083,McKean County,PA,Pennsylvania,41.811111,-78.444722,google,41362.0,2549.0,16.22675559042762,10.630142040400989,2.8464637327759412,0.10483052076785455,0.12318069725835308,0.12274551520719501,0.11442870267395194,0.1254291378560031,0.14377931434650162,0.13466466805280208,0.07794594071853392,0.0529955031188047,0.20337507857453702,0.5983511435617234,0.19827377786373968,1.0,0.48600164402108215,0.5139983559789179,,397.0,1,,1,-0.07697034299493367,-0.39600344117310876,-0.63648726309692,0.22377114070675927,0.2969555917838254,-0.7508703896543583,0,0,0,0,0,0 +1746,US_PA_42085,42085,Mercer County,PA,Pennsylvania,41.31,-80.25,google,111473.0,1768.0,63.050339366515836,11.621546658834225,4.159669326791093,0.10032025692320114,0.1252231482062921,0.11988553281960654,0.10410592699577476,0.11680855453787016,0.14669022992114683,0.13895741569707462,0.08698070384756847,0.061028231051465376,0.20049877548823483,0.582013581764194,0.21748764274757115,1.0,0.5059790263113041,0.4940209736886959,,397.0,1,,1,0.6708458144224507,0.5204331183856216,-0.7310515387182532,-0.3141309779700936,0.7511162849066457,0.2266786110447553,0,0,0,0,0,0 +1747,US_PA_42087,42087,Mifflin County,PA,Pennsylvania,40.61,-77.62,google,46290.0,1074.0,43.100558659217874,10.742702836729976,3.7864724503820373,0.12242384964355152,0.1218405703175632,0.11097429250378052,0.106200043205876,0.11730395333765392,0.14095917044718081,0.13037373082739254,0.09176928062216462,0.0581551090948369,0.21989630589760206,0.5649924389717002,0.2151112551306978,1.0,0.5126593216677469,0.4873406783322532,,397.0,1,,1,0.007934226362035087,0.25999312101348615,-0.09331853320150363,-0.8745394944825329,0.6949452930873009,0.5535640835854625,0,0,0,0,0,0 +1748,US_PA_42089,42089,Monroe County,PA,Pennsylvania,41.06,-75.34,google,167895.0,1599.0,105.0,12.031100019077257,4.663439094112067,0.09566097858780785,0.13635307781649245,0.13345245540367492,0.10265344411685876,0.12292206438547902,0.16652074213049822,0.1335715774740165,0.07210458917775991,0.036761070907412374,0.20474344084100182,0.6196051103368176,0.17565144882218053,1.0,0.5049346317639001,0.4950653682360999,,397.0,1,,1,0.9797717710095164,0.8719950021282588,-0.5914995887687023,0.923542251004231,-0.23777142434153273,0.17557347468011225,0,0,0,0,0,0 +1749,US_PA_42091,42091,Montgomery County,PA,Pennsylvania,40.21,-75.37,google,824303.0,1262.0,653.1719492868463,13.622294672891753,6.483370236298798,0.1151870125427179,0.12445544902784535,0.11709529141589925,0.1291867189613528,0.1275708083071395,0.1462726691519987,0.12067164622717617,0.06996941658589136,0.049590987779978966,0.2147513717649942,0.6053524007555474,0.1798962274794584,1.0,0.5137904387100375,0.48620956128996257,,397.0,1,,1,2.1800093426269758,2.1420561731897605,-0.2624686383091751,0.4542823470073857,-0.13743702369918545,0.6089127933564191,0,0,0,0,0,0 +1750,US_PA_42093,42093,Montour County,PA,Pennsylvania,41.03,-76.66,google,18270.0,343.0,53.265306122448976,9.813070382411665,3.993885093132393,0.11220580186097427,0.10979748221127532,0.11351943076081007,0.12977558839627806,0.11050903119868637,0.14444444444444443,0.13097974822112754,0.08144499178981937,0.06732348111658457,0.20004378762999453,0.5856978653530378,0.2142583470169677,1.0,0.517296113847838,0.48270388615216203,,397.0,1,,1,-0.6932872092385571,0.4047385665076263,-0.7460101838749117,-0.19282867026925185,0.6747849899705812,0.7804552496175675,0,0,0,0,0,0 +1751,US_PA_42095,42095,Northampton County,PA,Pennsylvania,40.75,-75.31,google,302801.0,977.0,309.9293756397134,12.620834405543432,5.739565798415658,0.10218922658775896,0.1296495057810245,0.1283252036816259,0.11708349708224214,0.12235758798682964,0.1462016307740067,0.12573604446484654,0.07646606186901629,0.05199124177264936,0.20590883121257855,0.6027658429133326,0.19132532587408893,1.0,0.5077724313988395,0.4922275686011605,,397.0,1,,1,1.4246082127450683,1.622983163491421,-0.5531850255959074,0.3691218462759977,0.13271410310728307,0.3144349209406254,0,0,0,0,0,0 +1752,US_PA_42097,42097,Northumberland County,PA,Pennsylvania,40.85,-76.71,google,91721.0,1236.0,74.207928802589,11.426517542229089,4.320256661602429,0.1054829319348895,0.1100620359568692,0.11572050021260126,0.11864240468376926,0.12062668309329379,0.1472836100783899,0.13831074672103444,0.08621798715670348,0.057653100162449164,0.19353256070038485,0.5934409786199453,0.21302646067966988,1.0,0.497214378386629,0.502785621613371,,397.0,1,,1,0.5237354198848027,0.6325009509427749,-0.9600799253207781,0.06210759764155957,0.6456667279145955,-0.20220004261345076,0,0,0,0,0,0 +1753,US_PA_42099,42099,Perry County,PA,Pennsylvania,40.4,-77.27,google,46046.0,1439.0,31.998610145934677,10.737417892981517,3.496465443789685,0.11696998653520392,0.1188159666420536,0.11280024323502584,0.11705685618729098,0.12659080050384397,0.15362897971593623,0.13988185727316163,0.07618468488033706,0.03807062502714677,0.21202275984884678,0.6037810016070886,0.18419623854406464,1.0,0.4937888198757764,0.5062111801242236,,397.0,1,,1,0.0039477951384393134,0.05760819013848509,-0.3521772682971036,0.4025451941985233,-0.035797087260331394,-0.3698221689998169,0,0,0,0,0,0 +1754,US_PA_42101,42101,Philadelphia County,PA,Pennsylvania,40.01,-75.13,google,1580601.0,143.0,11053.153846153846,14.273316345094486,9.310561549987135,0.12945835160170088,0.1176255108025365,0.17555474151920694,0.15452097018792219,0.1130645874575557,0.11980695950464412,0.10011445013637217,0.054680466480788004,0.0351739623092735,0.2235587602437301,0.6365295858980223,0.13991165385824758,1.0,0.5268401070225819,0.47315989297741806,,397.0,1,,1,2.67107476258787,4.115046154757699,0.02709205352948524,1.480768070541351,-1.0825577362587264,1.2474694387196357,0,0,0,0,0,0 +1755,US_PA_42103,42103,Pike County,PA,Pennsylvania,41.33,-75.03,google,55397.0,1468.0,37.736376021798364,10.922298771000683,3.656779107444084,0.08226077224398433,0.12168528981713811,0.10486127407621351,0.09473437189739517,0.12320161741610557,0.17482896185714028,0.14849179558459843,0.10280340090618625,0.04713251620123833,0.1796090040976948,0.5962091810025814,0.2241818148997238,0.9999999999999999,0.49569471271007454,0.5043052872899254,,397.0,1,,1,0.14340337685515467,0.16948503793692488,-1.4178449816100114,0.1532486102969145,0.9093473270674288,-0.2765615201049081,0,0,0,0,0,0 +1756,US_PA_42105,42105,Potter County,PA,Pennsylvania,41.74,-77.9,google,16841.0,2801.0,6.012495537308104,9.731631045589937,1.947693634457611,0.10991033786592246,0.11828276230627635,0.10242859687667002,0.09696573837658096,0.107832076480019,0.15010985095896917,0.1541476159372959,0.10029095659402648,0.060032064604239654,0.20453654771094354,0.5580666231221424,0.23739682916691407,1.0,0.5010391306929517,0.49896086930704825,,397.0,1,,1,-0.754716872558958,-1.0232211293179927,-0.5983016184533224,-1.1025668504130994,1.2217123861277521,-0.015044251096291799,0,0,0,0,0,0 +1757,US_PA_42107,42107,Schuylkill County,PA,Pennsylvania,40.7,-76.21,google,142580.0,2027.0,70.34040453872719,11.867665538253421,4.26746285048836,0.10344368074063684,0.11286996773741058,0.11360639640903353,0.11881750596156544,0.12930284752419693,0.14998597278720718,0.1352433721419554,0.08204516762519287,0.054685089072801236,0.1937396549305653,0.6019084023004629,0.2043519427689718,1.0,0.48830130453078974,0.5116986954692103,,397.0,1,,1,0.8564931992066789,0.5956581451826792,-0.9532712840633129,0.34089124932291365,0.44062598828994254,-0.6383415908080659,0,0,0,0,0,0 +1758,US_PA_42109,42109,Snyder County,PA,Pennsylvania,40.77,-77.08,google,40594.0,860.0,47.20232558139535,10.611400185296548,3.8754072684692966,0.10922796472385081,0.14386362516628073,0.13423165985120955,0.10661674139035325,0.11647041434694783,0.13982361925407696,0.12092920135980686,0.07969158003645858,0.04914519387101542,0.2243188648568754,0.5863797605557471,0.18930137458737745,1.0,0.5041385426417697,0.4958614573582303,,397.0,1,,1,-0.09110731775426625,0.3220573698137613,0.052082028501465524,-0.1703777758947679,0.08487369594416097,0.13661861490417093,0,0,0,0,0,0 +1759,US_PA_42111,42111,Somerset County,PA,Pennsylvania,39.97,-79.03,google,74242.0,2800.0,26.515,11.2150987761264,3.314731310511722,0.09403033323455726,0.10463080197192963,0.11295493117103526,0.11430187764338245,0.12623582338837855,0.1522318903046793,0.14696532959780179,0.08761886802618464,0.06103014466205113,0.177734974812101,0.6001333477007623,0.22213167748713666,1.0,0.47865089841329705,0.5213491015867029,,397.0,1,,1,0.36426231845554535,-0.06921719395573049,-1.4794574809079126,0.2824488916578642,0.8608879549459398,-1.110562861815779,0,0,0,0,0,0 +1760,US_PA_42113,42113,Sullivan County,PA,Pennsylvania,41.45,-76.51,google,6142.0,1172.0,5.2406143344709895,8.723068501163928,1.8310786285723686,0.06186909801367633,0.08173233474438293,0.10941061543471182,0.09557147508954737,0.10729404102898078,0.1711169000325627,0.1846304135460762,0.11999348746336698,0.06838163464669489,0.1272549658091827,0.5920547053077174,0.28069032888309997,1.0,0.47183327906219474,0.5281667209378053,,397.0,1,,1,-1.5154752475599613,-1.1046023351805376,-3.13908977329486,0.016465575842119176,2.2450466271924645,-1.4441679801940268,0,0,0,0,0,0 +1761,US_PA_42115,42115,Susquehanna County,PA,Pennsylvania,41.82133,-75.80068,google,40934.0,2156.0,18.9860853432282,10.61974072181055,2.9950362985809957,0.0970098206869595,0.11081252748326574,0.10128499535838179,0.1007964039673621,0.11235159036497777,0.16646308692040845,0.1559583720134851,0.10086969267601505,0.054453510529144475,0.1856598426735721,0.5810377681145258,0.23330238921190208,0.9999999999999999,0.4959691210240876,0.5040308789759125,397.0,397.0,0,,1,-0.08481605397484483,-0.2923202618813624,-1.2189114375219732,-0.3462589194643822,1.124931561490913,-0.26313395641062604,0,0,0,0,0,0 +1762,US_PA_42117,42117,Tioga County,PA,Pennsylvania,41.77,-77.25,google,40671.0,2946.0,13.80549898167006,10.613295173989181,2.6949986645769597,0.10732462934277495,0.11804479850507733,0.11821691131272898,0.10747215460647636,0.11157827444616557,0.14678763738290182,0.14071451402719382,0.09682574807602469,0.05303533230065649,0.2017604681468368,0.5780211944628851,0.22021833739027807,1.0,0.5031103243097047,0.4968896756902953,,397.0,1,,1,-0.08967792844527335,-0.5017051885812922,-0.6895708432777611,-0.4455773721485313,0.8156620792659137,0.08630502584587721,0,0,0,0,0,0 +1763,US_PA_42119,42119,Union County,PA,Pennsylvania,40.96,-77.06,google,44642.0,821.0,54.375152253349576,10.70645279909816,4.014130977857675,0.09282738228573989,0.1363962188074011,0.14853725191523678,0.13597061063572422,0.12369517494735899,0.12705523946059763,0.10929169840060929,0.07295820079745531,0.0532682227498768,0.20194435733166077,0.6171833699207024,0.18087227274763676,0.9999999999999999,0.45728237982169256,0.5427176201783074,,397.0,1,,1,-0.019409164362631924,0.41886740438908115,-0.6835251147728999,0.8438082419239575,-0.11436611119952743,-2.156184039414585,0,0,0,0,0,0 +1764,US_PA_42121,42121,Venango County,PA,Pennsylvania,41.4,-79.76,google,51790.0,1769.0,29.276427360090448,10.854971667978388,3.4103694348212863,0.10308939949797258,0.11282100791658621,0.10158331724271095,0.10529059664027804,0.11556284997103689,0.15775246186522496,0.15726974319366674,0.09007530411276309,0.05655531955976057,0.19334620583124157,0.5813882988994014,0.22526549526935702,0.9999999999999999,0.5062560339833945,0.49374396601660553,,397.0,1,,1,0.09261856656070092,-0.002474961053015765,-0.9662067181796277,-0.33471795305931296,0.9349624248508204,0.24023336857524905,0,0,0,0,0,0 +1765,US_PA_42123,42123,Warren County,PA,Pennsylvania,41.81,-79.27,google,39679.0,899.0,44.13681868743048,10.58860256139881,3.8096982923313747,0.1032536102220318,0.11073867789006779,0.1023463292925729,0.10395927316716651,0.11509866680107865,0.15786688172584995,0.1527256231255828,0.09559212681771213,0.058418810957937446,0.19184455253408605,0.5777816981274729,0.230373749338441,1.0,0.4984500617455077,0.5015499382544923,,397.0,1,,1,-0.10830355749782862,0.27620155843250926,-1.0155766044604433,-0.45346261156369594,1.0557069092473408,-0.14173461150220734,0,0,0,0,0,0 +1766,US_PA_42125,42125,Washington County,PA,Pennsylvania,40.19,-80.25,google,207075.0,861.0,240.50522648083623,12.24084115462298,5.4868911146010415,0.10463841603283834,0.11623324882289025,0.11557165278280816,0.11327296873113606,0.12156947965712905,0.15140890981528432,0.14173125679101775,0.08305203428709405,0.052522033079802,0.19762501509115055,0.5959352891464446,0.20643969576240492,1.0,0.5087963298321864,0.4912036701678136,,397.0,1,,1,1.1379794362955986,1.4466510499381602,-0.825532218293966,0.14423092384344385,0.48997448492503215,0.3645371253132914,0,0,0,0,0,0 +1767,US_PA_42127,42127,Wayne County,PA,Pennsylvania,41.65,-75.31,google,51192.0,751.0,68.16511318242344,10.843358082930738,4.236496590737258,0.08536490076574464,0.10099234255352399,0.1073019221753399,0.10972417565244569,0.12179637443350523,0.1594975777465229,0.15734880450070324,0.1048015314892952,0.053172370682919204,0.16615877480856384,0.5971929207688701,0.236648304422566,1.0,0.47151898734177217,0.5284810126582279,,397.0,1,,1,0.08385844341552266,0.5740479626811461,-1.8600484460935462,0.18563751330895434,1.204019406669009,-1.4595471501354997,0,0,0,0,0,0 +1768,US_PA_42129,42129,Westmoreland County,PA,Pennsylvania,40.31,-79.47,google,352006.0,1036.0,339.77413127413126,12.77140634074614,5.831219886188398,0.0952711033334659,0.1105890240507264,0.10778225371158447,0.1062311437873218,0.12040987937705608,0.15793764879007743,0.15061390999017063,0.09125980807145333,0.05990522888814395,0.18374232257404705,0.5897856854712704,0.2264719919546826,1.0,0.511346397504588,0.488653602495412,,397.0,1,,1,1.5381845708783757,1.6869450878471703,-1.2819537852023957,-0.058240221293976414,0.9634805483085815,0.48931904461867737,0,0,0,0,0,0 +1769,US_PA_42131,42131,Wyoming County,PA,Pennsylvania,41.52,-76.02,google,27396.0,405.0,67.64444444444445,10.218188797330702,4.228940203148262,0.10194918966272448,0.12027303255949774,0.11695137976346912,0.10716892977076946,0.11998101912687983,0.15126295809607243,0.14447364578770625,0.0942838370565046,0.04365600817637611,0.19816761571032268,0.5916557161629435,0.21017666812673383,1.0,0.4971163673528982,0.5028836326471018,,397.0,1,,1,-0.38770653036039227,0.5687746453298406,-0.8076931265973862,0.0033291538372524996,0.5783058003280371,-0.2069959956912437,0,0,0,0,0,0 +1770,US_PA_42133,42133,York County,PA,Pennsylvania,39.92,-76.73,google,445484.0,911.0,489.0054884742042,13.006918855292483,6.194416592009706,0.11878765567337997,0.12648939131371723,0.1203208196029487,0.12267780661033842,0.12758707383430157,0.14678192707257723,0.12284167332609028,0.07238194862217273,0.042131703944473874,0.21997916872435377,0.6040863420459545,0.17593448922969174,1.0,0.5058206355334872,0.49417936446651284,,397.0,1,,1,1.7158315783434843,1.940406344060874,-0.0905942503451425,0.4125983019400048,-0.23108116038713042,0.21892810878547653,0,0,0,0,0,0 +1771,US_RI_44001,44001,Bristol County,RI,Rhode Island,41.722603,-71.292175,google,48734.0,116.0,420.12068965517244,10.794152736771311,6.042919466364564,0.09040915992941273,0.1374604998563631,0.1215988837362006,0.1017975130299175,0.12301473304058767,0.15713875323182994,0.1328641195058891,0.07692781220503139,0.05878852546476793,0.20037755981450323,0.5974740427627528,0.20214839742274388,1.0,0.5169081134321007,0.4830918865678992,,201.5,1,,1,0.04674286799336422,1.834682224972429,-0.7350367489121893,0.1948932466913407,0.3885404923305851,0.7614693077576843,0,0,0,0,0,0 +1772,US_RI_44003,44003,Kent County,RI,Rhode Island,41.704124,-71.47953,google,163543.0,487.0,335.81724845995893,12.004837346264845,5.819540493823942,0.1000470824186911,0.10806943739566964,0.11996233406504711,0.12682902967415297,0.12655998728163234,0.160606079135151,0.1342399246681301,0.07497110851580319,0.048715016845722534,0.18650263233522682,0.6226912799691824,0.19080608769559076,1.0,0.5165797374390833,0.4834202625609167,,201.5,1,,1,0.9599618460798484,1.678794481266602,-1.1912030245125547,1.0251520997942876,0.12044080086078925,0.745400955099441,0,0,0,0,0,0 +1773,US_RI_44005,44005,Newport County,RI,Rhode Island,41.541954,-71.275848,google,82952.0,813.0,102.0319803198032,11.326029461329883,4.635039428579822,0.08870189989391455,0.11280017359436782,0.12852010801427333,0.11488571704118045,0.11551258559166747,0.1492791011669399,0.14243176776931238,0.0914143118912142,0.056454335037129905,0.1789420387694088,0.6019734304175909,0.21908453081300028,1.0,0.505063169061626,0.494936830938374,,201.5,1,,1,0.4479372955598936,0.8521759487434704,-1.4397728144014421,0.34303225190397046,0.7888621416106316,0.1818631629445253,0,0,0,0,0,0 +1774,US_RI_44007,44007,Providence County,RI,Rhode Island,41.852848,-71.456161,google,634130.0,1129.0,561.674047829938,13.360010836681118,6.332700504582919,0.11308091400816868,0.1265324144891426,0.1571223566145743,0.1347184331288537,0.1212212007001719,0.1364862094523205,0.10865910775393058,0.059626574992509424,0.042552788860328324,0.21430684559948274,0.6291842366707142,0.15650891772980305,1.0,0.5136549288000883,0.4863450711999117,,201.5,1,,1,1.982168736580882,2.0369094610582983,-0.2770833341792001,1.238927888955141,-0.6902459910985386,0.6022819157403635,0,0,0,0,0,0 +1775,US_RI_44009,44009,Washington County,RI,Rhode Island,41.454544,-71.581154,google,126314.0,1458.0,86.63511659807956,11.746534066132202,4.473181792020968,0.08048989027344554,0.13922447234669158,0.14476621752141489,0.09101920610541983,0.10952863498899568,0.15749639786563643,0.14432287790743703,0.0836170179077537,0.049535285083205344,0.19186946815079883,0.6028167899045236,0.20531374194467755,1.0,0.5157623066326773,0.4842376933673227,,201.5,1,,1,0.7651237720931002,0.7392216205999428,-1.0147574532182382,0.37079923821743177,0.4633601639971452,0.7054017872237819,0,0,0,0,0,0 +1776,US_SC_45001,45001,Abbeville County,SC,South Carolina,34.23,-82.45,google,24567.0,1324.0,18.555135951661633,10.109200062120658,2.9732379604544246,0.10689135832620995,0.12883135914031016,0.12211503236048357,0.09976798143851508,0.11784100622786665,0.13978100704196686,0.14181625758130825,0.09284812960475435,0.05010786827858509,0.20995644563845808,0.5761794276875484,0.21386412667399357,1.0,0.5155289616151748,0.4844710383848252,,130.0,1,,1,-0.46991669526295227,-0.30753249832617785,-0.4201115230152606,-0.5062161787734034,0.6654667510170584,0.6939835650881756,0,0,0,0,0,0 +1777,US_SC_45003,45003,Aiken County,SC,South Carolina,33.55,-81.64,google,168325.0,2798.0,60.1590421729807,12.033657854283998,4.113477719933987,0.11786722114956186,0.12373681865438883,0.1238972226347839,0.12068320213871973,0.11570473785830981,0.13899896034457151,0.13251151047081539,0.08491311451061934,0.04168721223822962,0.21685667607307293,0.5902872419426705,0.19285608198425663,1.0,0.516863211050052,0.483136788949948,,130.0,1,,1,0.9817011452125886,0.4881977414868788,-0.19325250534876243,-0.041726846045843036,0.16889678994301577,0.7592721090425005,0,0,0,0,0,0 +1778,US_SC_45005,45005,Allendale County,SC,South Carolina,32.99,-81.35,google,9012.0,1069.0,8.430308699719363,9.10642325855641,2.2439288320288964,0.10031069684864626,0.11051930758988016,0.1408122503328895,0.12361296049711495,0.12649800266311584,0.1353750554815801,0.1418109187749667,0.08155792276964048,0.039502885042166,0.1887261429205504,0.6193075898801598,0.19196626719928983,1.0,0.47347980470483797,0.526520195295162,,130.0,1,,1,-1.2263108879527087,-0.8164897793148512,-1.1181006213482865,0.9137466103835983,0.14786411890390985,-1.3635988909505796,0,0,0,0,0,0 +1779,US_SC_45007,45007,Anderson County,SC,South Carolina,34.52,-82.64,google,198186.0,1962.0,101.01223241590215,12.196966308414071,4.625092731739866,0.12359601586388544,0.13100319901506666,0.12269282391288991,0.11636543449083185,0.1268707174068804,0.13808240743543942,0.12185522690805607,0.07904191012483223,0.04049226484211801,0.22839857507593878,0.591139636503083,0.18046178842097826,1.0,0.5181445712613404,0.48185542873865966,,130.0,1,,1,1.1048846551243374,0.845234524892912,0.18621074513357153,-0.013662386631595441,-0.12406878410986698,0.8219726358624588,0,0,0,0,0,0 +1780,US_SC_45009,45009,Bamberg County,SC,South Carolina,33.22,-81.05,google,14384.0,1024.0,14.046875,9.573941275985648,2.711170328438454,0.1007369299221357,0.13904338153503892,0.137583426028921,0.09121245828698554,0.10664627363737486,0.13709677419354838,0.14662124582869857,0.08877919911012236,0.05228031145717464,0.21197163515016684,0.5736582313681868,0.21437013348164627,0.9999999999999999,0.5223859844271412,0.4776140155728587,,130.0,1,,1,-0.8736622106953402,-0.49041959548063035,-0.35385809606523777,-0.5892246997872271,0.6774273015818644,1.02951680464027,0,0,0,0,0,0 +1781,US_SC_45011,45011,Barnwell County,SC,South Carolina,33.26,-81.44,google,21355.0,1443.0,14.7990297990298,9.969088009620076,2.759948533022853,0.12938421915242332,0.13392648091781784,0.12385858112854133,0.10611098103488645,0.11425895574806837,0.14366658862093187,0.1306953874970733,0.07890423788339967,0.039194568016857875,0.2365254038866776,0.5800280964645282,0.1834464996487942,1.0,0.5219854834933271,0.4780145165066729,,130.0,1,,1,-0.575603167527358,-0.45637912977251455,0.45339666279501684,-0.3795016105361776,-0.053518765766756946,1.0099191775867635,0,0,0,0,0,0 +1782,US_SC_45013,45013,Beaufort County,SC,South Carolina,32.35,-80.69,google,186497.0,2390.0,78.03221757322176,12.136175794147917,4.369855586714668,0.10644139047813102,0.10998568341581902,0.1251601902443471,0.10527783288739229,0.09965843954594444,0.11713325147321405,0.1559649753079138,0.1266776409271999,0.053700595720038394,0.19442993721078627,0.5472093384880186,0.25836072430119517,1.0,0.508421046987351,0.491578953012649,,130.0,1,,1,1.0590303914456138,0.6671141664932007,-0.930576859364399,-1.4600349034891733,1.7172387782567584,0.346173489646777,0,0,0,0,0,0 +1783,US_SC_45015,45015,Berkeley County,SC,South Carolina,33.2,-79.95,google,214541.0,3181.0,67.44451430367809,12.276260802378873,4.226023406867401,0.13276716338601946,0.1328557245468232,0.14504919805538335,0.1408169067917088,0.1259945651413949,0.13041330095412998,0.10621745959979678,0.06220722379405335,0.02367845773069017,0.23905174302347804,0.62195384565188,0.1389944113246419,1.0,0.5024960264005481,0.49750397359945187,,130.0,1,,1,1.1646964642268869,0.5667391234277495,0.5364551664635205,1.0008726212173846,-1.1042387206594564,0.05624571684814728,0,0,0,0,0,0 +1784,US_SC_45017,45017,Calhoun County,SC,South Carolina,33.67,-80.78,google,14696.0,1016.0,14.464566929133857,9.595398670306684,2.73855140245582,0.1022046815459989,0.11077844311377245,0.11084648884050081,0.10342950462710941,0.11697060424605335,0.15242242787152968,0.15534839412084922,0.10009526401741971,0.04790419161676647,0.19082743603701688,0.5834989112683724,0.2256736526946108,1.0,0.5176238432226457,0.4823761567773544,,130.0,1,,1,-0.8574769056533833,-0.471311378622693,-1.049016364416863,-0.2652276044353966,0.9446100964815533,0.7964919614444094,0,0,0,0,0,0 +1785,US_SC_45019,45019,Charleston County,SC,South Carolina,32.82,-79.9,google,402008.0,3517.0,114.30423656525448,12.90422975541025,4.747574170444333,0.11498527392489702,0.10858490378300929,0.15181289924578614,0.15397454777019362,0.11754741199180116,0.13011432608306303,0.12055978985492825,0.06875982567511095,0.033661021671210524,0.20185319695130446,0.63544606077491,0.1627007422737856,1.0,0.5153156156096396,0.4846843843903604,,130.0,1,,1,1.638373226168426,0.9307096925343545,-0.6865221964694753,1.4450938085808003,-0.5438890065151623,0.6835439503536564,0,0,0,0,0,0 +1786,US_SC_45021,45021,Cherokee County,SC,South Carolina,35.05,-81.62,google,56913.0,1029.0,55.309037900874635,10.949296635544345,4.0308550533609235,0.12650888197775553,0.1365065977896087,0.13473195930630963,0.11183736580394638,0.12953103860277967,0.13513608490151635,0.11823309261504401,0.07246147628836996,0.03505350271466976,0.2357141602094425,0.5976543144799958,0.16663152531056175,1.0,0.5137490555760547,0.48625094442394534,,130.0,1,,1,0.16376785665092378,0.4305385046995334,0.4267253877630283,0.20082855942920508,-0.4509765623353376,0.606887801258705,0,0,0,0,0,0 +1787,US_SC_45023,45023,Chester County,SC,South Carolina,34.69,-81.16,google,32299.0,1518.0,21.27733860342556,10.382822509210747,3.1035699556541445,0.12071581163503514,0.12570048608316048,0.1235641970339639,0.10987956283476269,0.12034428310474009,0.1456701445865197,0.13381219232793584,0.07997151614601071,0.04034180624787145,0.22127620050156352,0.5915043809405864,0.1872194185578501,1.0,0.5159912071581163,0.48400879284188364,,130.0,1,,1,-0.2635233789907107,-0.216578723970052,-0.04795170997663974,-0.0016534462437847518,0.035662222919956854,0.7166025279740813,0,0,0,0,0,0 +1788,US_SC_45025,45025,Chesterfield County,SC,South Carolina,34.64,-80.16,google,45979.0,2087.0,22.031145184475324,10.735961798317172,3.136847438365971,0.11907609995867678,0.12681876508840992,0.12470910633115118,0.10576567563452881,0.13049435611909785,0.14534896365732183,0.13245177146088433,0.07949281193588377,0.035842449814045545,0.2205311120294047,0.5979077404902238,0.18156114748037147,0.9999999999999999,0.5136475347441223,0.48635246525587766,,130.0,1,,1,0.002849463441692521,-0.19335562630264325,-0.07244799897311235,0.2091724230680279,-0.09808308704040226,0.6019201039716479,0,0,0,0,0,0 +1789,US_SC_45027,45027,Clarendon County,SC,South Carolina,33.66,-80.22,google,34012.0,1802.0,18.874583795782463,10.434498083461216,2.9894417192284215,0.09908267670234035,0.11963424673644596,0.129424908855698,0.10205221686463602,0.10584499588380572,0.14215570974950018,0.15088792190991415,0.10290485710925555,0.048012466188404095,0.19479007409149715,0.5788486416558861,0.22636128425261673,1.0,0.5092320357520875,0.4907679642479125,,130.0,1,,1,-0.22454451138225326,-0.29622450739890954,-0.9187366317433476,-0.4183342863243201,0.960863735553404,0.3858574304669121,0,0,0,0,0,0 +1790,US_SC_45029,45029,Colleton County,SC,South Carolina,32.84,-80.65,google,37555.0,2935.0,12.795570698466781,10.533588431378439,2.62434757676401,0.12048994807615497,0.1236852616162961,0.11905205698309147,0.10869391559046732,0.11511117028358407,0.14346957795233659,0.14125948608707228,0.08669950738916256,0.04153907602183464,0.21943815736919184,0.5816935161762748,0.19886832645453334,1.0,0.5187857808547464,0.48121421914525364,,130.0,1,,1,-0.1498006965574697,-0.5510099129439225,-0.1083810917762299,-0.3246689003351874,0.3110090163146323,0.8533488085845219,0,0,0,0,0,0 +1791,US_SC_45031,45031,Darlington County,SC,South Carolina,34.33,-79.96,google,66981.0,1468.0,45.62738419618529,11.112179205562004,3.8421880122316203,0.1188844597721742,0.1303205386602171,0.12675236261029246,0.10543288395216555,0.12406503336767143,0.1383526671742733,0.13539660500739015,0.08150072408593481,0.03929472536988101,0.22314089070034787,0.5883653573401413,0.1884937519595109,1.0,0.5277765336438691,0.4722234663561308,,130.0,1,,1,0.2866301223254274,0.2988749062023516,0.013353747972487007,-0.10500347277659562,0.06578381191139678,1.2932914035080572,0,0,0,0,0,0 +1792,US_SC_45033,45033,Dillon County,SC,South Carolina,34.39,-79.38,google,30496.0,1053.0,28.961063627730294,10.32538359710204,3.3998986596119862,0.13513247639034628,0.14064139559286465,0.12608210912906612,0.11693336831059811,0.11772035676810073,0.1330666316894019,0.12332764952780692,0.0701403462749213,0.036955666316894016,0.247645592864638,0.5835945697796432,0.16875983735571878,0.9999999999999999,0.52626573976915,0.47373426023084997,,130.0,1,,1,-0.3068495303326832,-0.009782119393229994,0.8189953441304654,-0.26207811881938387,-0.4006693659719677,1.219364048009792,0,0,0,0,0,0 +1793,US_SC_45035,45035,Dorchester County,SC,South Carolina,33.08,-80.4,google,158988.0,1494.0,106.41767068273093,11.97659029641922,4.676724700037505,0.13167660452361185,0.13870858177975695,0.12925503811608424,0.13988477117769896,0.13192819583867965,0.13702291996880267,0.10761189523737641,0.05843208292449745,0.025479910433491834,0.24264346994741742,0.6196385890759052,0.13771794097667747,1.0000000000000002,0.5140954034266737,0.4859045965733263,,130.0,1,,1,0.9386551062471097,0.8812665244561034,0.6545404462831188,0.9246445136863249,-1.1344108209363817,0.6238355670044027,0,0,0,0,0,0 +1794,US_SC_45037,45037,Edgefield County,SC,South Carolina,33.77229,-81.96658,google,26837.0,1312.0,20.455030487804876,10.197574072660903,3.065959139454125,0.08890710586131087,0.11636919178745761,0.12665350076387077,0.13190744121921227,0.12888922010656928,0.14986771993889034,0.13522375824421506,0.0813429220851809,0.04083913999329284,0.18200245929127695,0.6282035995081416,0.1897939412005813,1.0,0.46253307001527744,0.5374669299847226,130.0,130.0,0,,1,-0.40325620997873995,-0.2428258913272632,-1.3391553060709176,1.2066411368719252,0.09651655883584645,-1.8992531323942086,0,0,0,0,0,0 +1795,US_SC_45039,45039,Fairfield County,SC,South Carolina,34.4,-81.13,google,22593.0,1839.0,12.285481239804241,10.025439663286875,2.5866718028540925,0.0998981985570752,0.11503563050502368,0.11671756738812906,0.09821626167396981,0.11676182888505289,0.16173150975966008,0.1619528172442792,0.08852299384765193,0.041163192139158145,0.19192670296109418,0.5974107024299562,0.21066259460894968,1.0,0.5229938476519276,0.4770061523480724,,130.0,1,,1,-0.5330971348483724,-0.5773024118321957,-1.0128757431850781,0.19280781315901485,0.5897917095557841,1.0592612465956344,0,0,0,0,0,0 +1796,US_SC_45041,45041,Florence County,SC,South Carolina,34.02,-79.71,google,138495.0,2082.0,66.52017291066282,11.838596723326043,4.212426411165092,0.12824289685548215,0.13327556951514496,0.13125383587855158,0.12275533412758584,0.12425719340048377,0.13205530885591538,0.1217228058774685,0.07197371746272428,0.03446333802664356,0.23486335246759812,0.5978381891042999,0.1672984584281021,1.0,0.5332466876060508,0.46675331239394924,,130.0,1,,1,0.8345666022597911,0.5572502939416827,0.3987533641665961,0.20688249521287894,-0.4352121750681213,1.5609612844622929,0,0,0,0,0,0 +1797,US_SC_45043,45043,Georgetown County,SC,South Carolina,33.41,-79.3,google,61826.0,2681.0,23.060798209623275,11.032095441239617,3.1805838857910445,0.09560702617021966,0.11178145116941093,0.0973862129201307,0.09279267622036036,0.10773784491961311,0.13971468314301427,0.17717465144114128,0.12735742244363213,0.0504480315724776,0.18503218710574837,0.5485750331575712,0.26639277973668035,0.9999999999999998,0.5257982078737101,0.47420179212628993,,130.0,1,,1,0.2262229668678197,-0.1628336123939109,-1.239546882511623,-1.4150704182543494,1.907093546458576,1.1964864091608851,0,0,0,0,0,0 +1798,US_SC_45045,45045,Greenville County,SC,South Carolina,34.89,-82.37,google,506831.0,2059.0,246.15395823215152,13.135934866714406,5.510011455130089,0.1284215053933165,0.12796178607859424,0.13545935430153247,0.13360469268848985,0.1289404160361146,0.13229853738228325,0.11168022476920314,0.0677740706468231,0.03385941270364283,0.2307909342561919,0.6117354700087406,0.1574735957350675,1.0,0.5146883280620167,0.48531167193798325,,130.0,1,,1,1.8131483106977597,1.462785861902738,0.26486438701994525,0.6644401733406232,-0.6674437681121617,0.6528490221382681,0,0,0,0,0,0 +1799,US_SC_45047,45047,Greenwood County,SC,South Carolina,34.16,-82.13,google,70496.0,1199.0,58.79566305254379,11.163325434703458,4.0909331341216255,0.1272838175215615,0.13200748978665455,0.1313833408987744,0.11521221062187925,0.12040399455288243,0.12942578302315025,0.11905640036314118,0.0775504993191103,0.04767646391284612,0.23288980935088516,0.5823550272355877,0.18475516341352702,0.9999999999999999,0.5342572628234226,0.4657427371765774,,130.0,1,,1,0.3252097051030383,0.4724647269819783,0.3338691465998863,-0.30288913878065826,-0.022585705393467916,1.6104115467399798,0,0,0,0,0,0 +1800,US_SC_45049,45049,Hampton County,SC,South Carolina,32.78,-81.14,google,19498.0,1457.0,13.38229238160604,9.878118461185586,2.6659977541639672,0.1127295107190481,0.12473074161452456,0.12791055492871065,0.12724381987896194,0.12411529387629501,0.1355010770335419,0.1293978869627654,0.07862344855882655,0.03974766642732588,0.21251410401066778,0.6044158375217971,0.18307005846753513,1.0,0.48902451533490615,0.5109754846650939,,130.0,1,,1,-0.6442214661386593,-0.5219438280480132,-0.3360233362011962,0.42344669637894583,-0.06241675629777495,-0.6029528702746036,0,0,0,0,0,0 +1801,US_SC_45051,45051,Horry County,SC,South Carolina,33.91,-78.98,google,332655.0,3250.0,102.35538461538462,12.71486420198317,4.638173385548369,0.09949346920984203,0.10710796470818115,0.11531165922652598,0.11156904300251011,0.11594595000826682,0.13943274563737204,0.16704694052396626,0.10470607686642316,0.039386150816912414,0.18517984097638696,0.5872044610782944,0.22761569794531872,1.0,0.5174880882596083,0.4825119117403917,,130.0,1,,1,1.4955348553578787,0.8543630188832487,-1.2346924631751772,-0.14322512216040512,0.9905144797209504,0.7898490926976859,0,0,0,0,0,0 +1802,US_SC_45053,45053,Jasper County,SC,South Carolina,32.44,-81.02,google,28522.0,1512.0,18.863756613756614,10.258466058337035,2.988896795500748,0.11506906949021807,0.1099502138699951,0.13754294930229297,0.12450038566720427,0.11426267442675829,0.14255662295771684,0.14276698688731507,0.08186662926863474,0.03148446812986467,0.20302924058621416,0.612236168571629,0.18473459084215693,1.0,0.49288268704859406,0.5071173129514059,,130.0,1,,1,-0.3573254064509104,-0.2966047890764222,-0.6478573857393619,0.680925302586582,-0.02307198201346328,-0.4141617740013341,0,0,0,0,0,0 +1803,US_SC_45055,45055,Kershaw County,SC,South Carolina,34.34,-80.59,google,65213.0,1916.0,34.03601252609603,11.085429448791242,3.5563764618215012,0.1235949887292411,0.1317682057258522,0.1114041678806373,0.11821262631683867,0.12173953046171776,0.1433763206722586,0.13273427077423214,0.07795991596767515,0.03920997347154708,0.2290095533099229,0.5874534218637388,0.1835370248263383,1.0,0.5159247389324214,0.48407526106757853,,130.0,1,,1,0.26645279013609974,0.09941782565554572,0.20629788907617616,-0.1350282727395646,-0.05137901004207238,0.7133500524163557,0,0,0,0,0,0 +1804,US_SC_45057,45057,Lancaster County,SC,South Carolina,34.69,-80.7,google,92411.0,1438.0,64.2635605006954,11.434012119327251,4.1784338483758825,0.12413024423499366,0.11159926848535348,0.10845029271407083,0.1276254991288916,0.13159688781638548,0.12655419809330057,0.13066626267435694,0.10000973910032356,0.039367607752323855,0.21340965902327647,0.5818798627868976,0.20471047818982588,1.0,0.514603239874041,0.485396760125959,,130.0,1,,1,0.5293885767723239,0.5335281689103086,-0.30658015566514574,-0.3185335762333131,0.4491007379682953,0.6486854199245958,0,0,0,0,0,0 +1805,US_SC_45059,45059,Laurens County,SC,South Carolina,34.48357,-82.00593,google,66822.0,1875.0,35.6384,11.109802611640422,3.6010968707301787,0.11990063152853851,0.12660501032594057,0.13043608392445602,0.10967944688874921,0.12265421567747149,0.14258777049474725,0.1287150938313729,0.07716021669510041,0.04226153063362366,0.22118463978929095,0.5950360659662985,0.18377929424441053,1.0,0.5158480739876089,0.48415192601239115,177.0,177.0,0,,1,0.2848374583604484,0.13062650910093096,-0.05096195339384503,0.11462466681695012,-0.04565245541605658,0.7095986229697258,0,0,0,0,0,0 +1806,US_SC_45061,45061,Lee County,SC,South Carolina,34.16,-80.25,google,17388.0,1065.0,16.326760563380283,9.76359310138207,2.8522521597329527,0.10570508396595353,0.12134805613066482,0.14515757994018863,0.12100299056820796,0.10996089256958823,0.14182194616977226,0.13532321141016793,0.07735219691741431,0.042328042328042326,0.2027835288704854,0.609874626178974,0.1873418449505406,1.0,0.49240855762594893,0.5075914423740511,,130.0,1,,1,-0.7306079050383053,-0.3919639167376993,-0.6559356548620493,0.6031732688316794,0.0385560319321995,-0.4373622482464333,0,0,0,0,0,0 +1807,US_SC_45063,45063,Lexington County,SC,South Carolina,33.9,-81.27,google,290338.0,1963.0,147.90524707081,12.578804484771698,5.003310177959686,0.12457205050665086,0.1295386756125619,0.12482003733579483,0.13193243736610433,0.13261440114625023,0.13874518664453156,0.11748720456846848,0.06740075360441967,0.03288925321521813,0.2282029909967004,0.6127633998994275,0.15903360910387204,1.0,0.5128505397157795,0.48714946028422046,,130.0,1,,1,1.392905058186694,1.1091781882145153,0.17978052334494246,0.6982840034606944,-0.6305695235423803,0.562920915679599,0,0,0,0,0,0 +1808,US_SC_45065,45065,McCormick County,SC,South Carolina,33.9,-82.3,google,9554.0,1020.0,9.366666666666667,9.164819856674374,2.338595530517079,0.06541762612518318,0.06719698555578815,0.09577140464726816,0.09838810969227549,0.10299351057148838,0.1466401507222106,0.193217500523341,0.17259786476868327,0.05777684739376177,0.11917521456981368,0.5538413230060707,0.3269834624241156,1.0,0.457504710069081,0.542495289930919,,130.0,1,,1,-1.1822623543884443,-0.7504254677838323,-3.404727920675837,-1.2416817264666502,3.339283614021029,-2.1453048006833857,0,0,0,0,0,0 +1809,US_SC_45067,45067,Marion County,SC,South Carolina,34.08,-79.36,google,31295.0,1280.0,24.44921875,10.351245572834545,3.236685045079383,0.12497204026202269,0.12807157692922191,0.12235181338872024,0.10685413005272408,0.11602492410928263,0.13280076689567025,0.14663684294615753,0.082537146509027,0.03975075890717367,0.22742930180540022,0.5769643713053203,0.19560632688927942,1.0,0.541652021089631,0.45834797891036905,,130.0,1,,1,-0.2873418510704383,-0.12368273332381456,0.15434392791806148,-0.48037249167529283,0.2339046964664835,1.9722576809595602,0,0,0,0,0,0 +1810,US_SC_45069,45069,Marlboro County,SC,South Carolina,34.6,-79.68,google,26691.0,1257.0,21.233890214797135,10.192119174023498,3.1016177110820937,0.10958750140496797,0.11322168521224382,0.13596343336705258,0.13483945899366828,0.1268217751301937,0.1417706342962047,0.12292533063579483,0.07972724888539208,0.03514293207448203,0.20016484957476305,0.6235023041474655,0.17633284627777154,1.0000000000000002,0.4772395189389682,0.5227604810610318,,130.0,1,,1,-0.40737083811570796,-0.21794112168384577,-0.7420300278312513,1.051854470025728,-0.22166514158195352,-1.179625593593841,0,0,0,0,0,0 +1811,US_SC_45071,45071,Newberry County,SC,South Carolina,34.29,-81.6,google,38381.0,1676.0,22.90035799522673,10.555343878678192,3.173893437705062,0.12159662332925145,0.1307678278314791,0.12680753497824446,0.1041661238633699,0.11609911153956384,0.13808915869831426,0.1356139756650426,0.08392173210703213,0.04293791198770225,0.22621088559443475,0.5791224824783096,0.19466663192725567,1.0,0.5121283968630311,0.4878716031369688,,130.0,1,,1,-0.13339057025776693,-0.16750262328890503,0.11428603313501705,-0.4093182801180543,0.21169300101338068,0.5275844529833961,0,0,0,0,0,0 +1812,US_SC_45073,45073,Oconee County,SC,South Carolina,34.75,-83.07,google,77388.0,1745.0,44.348424068767905,11.256599930614927,3.81437542554428,0.10603711169690391,0.11389362691890216,0.11624541272548715,0.10256112058717114,0.11473355042125394,0.1398020364914457,0.15338295342947228,0.1060500335969401,0.04729415413242363,0.19715201323202564,0.5728123223238746,0.23003566444409987,1.0000000000000002,0.5078048276218535,0.4921951723781465,,130.0,1,,1,0.39556662479117854,0.2794655529583986,-0.8410831101275505,-0.617075628388598,1.047715551398378,0.316020158434391,0,0,0,0,0,0 +1813,US_SC_45075,45075,Orangeburg County,SC,South Carolina,33.44,-80.8,google,87671.0,2922.0,30.003764544832308,11.381357857143229,3.4341086340423534,0.12147688517297624,0.13148019299426264,0.13662442540862998,0.10723044108085912,0.10580465604361762,0.13638489352237343,0.1335675422887842,0.08466881865154954,0.04276214483694722,0.22666103956838635,0.5791242257987248,0.19421473463288888,1.0,0.5318520377319752,0.4681479622680248,,130.0,1,,1,0.4896714851974122,0.014091729006776244,0.12908575457867189,-0.4092608825849024,0.20101144424847117,1.492717178656949,0,0,0,0,0,0 +1814,US_SC_45077,45077,Pickens County,SC,South Carolina,34.89,-82.72,google,123518.0,1326.0,93.15082956259427,11.72415026937091,4.544898066138102,0.10238183908418207,0.14329085639340014,0.18810213895950387,0.10508589841156754,0.11157887919169676,0.12773846726792856,0.11097977622694669,0.07295292993733707,0.0378892145274373,0.2170145241989022,0.6166534432228501,0.16633203257824772,1.0,0.5010767661393482,0.4989232338606519,,130.0,1,,1,0.7482396820140211,0.7892696982321179,-0.18806292927511634,0.826360797987659,-0.45805571209075435,-0.013202643798536496,0,0,0,0,0,0 +1815,US_SC_45079,45079,Richland County,SC,South Carolina,34.0218,-80.90304,google,411800.0,1999.0,206.00300150075037,12.92829550193616,5.33273329316387,0.11703982515784361,0.14268091306459446,0.19416464303059738,0.13192812044681884,0.11742593491986401,0.11966974259349199,0.09872268091306459,0.05262991743564837,0.025738222438076736,0.2311845556095192,0.6410859640602234,0.1277294803302574,1.0,0.5160126274890724,0.48398737251092766,112.0,112.0,0,,1,1.6565260103675028,1.3390701318010416,0.27780548433467167,1.630783445988106,-1.3705094006773848,0.7176506844750968,0,0,0,0,0,0 +1816,US_SC_45081,45081,Saluda County,SC,South Carolina,34.01,-81.73,google,20299.0,1196.0,16.972408026755854,9.918376165029878,2.888837694419805,0.12182866151041924,0.11650820237450121,0.11458692546430858,0.11823242524262279,0.12315877629439874,0.14163259273855855,0.12956303266170746,0.08714715010591655,0.047342233607566876,0.2150352234100202,0.5856938765456426,0.19927090004433715,1.0,0.4965761860190157,0.5034238139809842,,130.0,1,,1,-0.6138550941896742,-0.3664322546043376,-0.25313644194793666,-0.1929599987976725,0.32052470208028444,-0.23342857406722123,0,0,0,0,0,0 +1817,US_SC_45083,45083,Spartanburg County,SC,South Carolina,34.93,-81.99,google,306740.0,2122.0,144.55230914231856,12.633759022289436,4.980535535007857,0.12566668840059986,0.13370281019756144,0.1380713307687292,0.12132098845928148,0.12670339701375757,0.13432874747343027,0.1144813196844233,0.07164699745712981,0.034077720545087044,0.23262893655864902,0.6044056855969224,0.1629653778444285,1.0,0.5141390102366825,0.4858609897633175,,130.0,1,,1,1.4343572466424122,1.0932846255255708,0.32529242645359613,0.42311245177339274,-0.5376337801505138,0.6259693697683741,0,0,0,0,0,0 +1818,US_SC_45085,45085,Sumter County,SC,South Carolina,33.92,-80.38,google,106431.0,1766.0,60.266704416761044,11.5752615625526,4.115236537413696,0.13481034660954044,0.13147485225169359,0.1524649773092426,0.12230459170730332,0.11005252229143765,0.1293795980494405,0.11261756443141566,0.06954740630079582,0.03734814104913042,0.23999022841089535,0.5968054420234706,0.16320432956563408,1.0,0.5178942225479418,0.4821057774520581,,130.0,1,,1,0.6359329824631655,0.4894251537423112,0.5673097698135516,0.1728800626761348,-0.5319856463689059,0.8097223754903144,0,0,0,0,0,0 +1819,US_SC_45087,45087,Union County,SC,South Carolina,34.69,-81.62,google,27400.0,1336.0,20.508982035928145,10.21833478806055,3.0684706170053353,0.11478102189781023,0.11912408759124088,0.12003649635036497,0.1016058394160584,0.1241970802919708,0.14956204379562044,0.14007299270072993,0.08704379562043796,0.04357664233576642,0.21008029197080294,0.5892627737226277,0.20065693430656933,1.0,0.5244160583941606,0.4755839416058394,,130.0,1,,1,-0.38759640960385777,-0.24107322605007464,-0.416039824604087,-0.07545670322449756,0.3532865792472806,1.1288539825034778,0,0,0,0,0,0 +1820,US_SC_45089,45089,Williamsburg County,SC,South Carolina,33.62,-79.73,google,31216.0,937.0,33.31483457844183,10.348718097203708,3.535577755671194,0.10907867760123013,0.12467965146078934,0.12118785238339314,0.11282675550999488,0.11852895950794465,0.1343541773449513,0.14928241927216812,0.08588544336237827,0.04417606355715018,0.2088223987698616,0.5864748846745259,0.2047027165556125,1.0,0.5219438749359303,0.4780561250640697,,130.0,1,,1,-0.2892483250560098,0.08490319459204096,-0.45739560519706446,-0.1672458847556565,0.4489172751826755,1.007883154893057,0,0,0,0,0,0 +1821,US_SC_45091,45091,York County,SC,South Carolina,34.97,-81.18,google,266165.0,696.0,382.42097701149424,12.491875453269651,5.949133542238191,0.13086619202374467,0.1387034358386715,0.11994439539383465,0.1322563071778784,0.142546916386452,0.1368587154584562,0.10954107414573666,0.061773711795314934,0.027509251779910957,0.2418289406946819,0.614117558657224,0.14405350064809422,1.0,0.5175398718839818,0.48246012811601824,,130.0,1,,1,1.3273345200863078,1.7692325725850833,0.6277611513179464,0.7428686773472024,-0.984656349928681,0.7923830097806855,0,0,0,0,0,0 +1822,US_SD_46003,46003,Aurora County,SD,South Dakota,43.72,-98.57,google,2769.0,1845.0,1.5008130081300812,7.926602599181384,0.9166158822590714,0.13362224629830263,0.13976164680390032,0.10184182015167931,0.1180931744312026,0.10075839653304441,0.12856626941133983,0.12784398699891658,0.08197905381003973,0.06753340556157457,0.24543156374142291,0.5411339833875045,0.2134344528710726,1.0,0.4738172625496569,0.526182737450343,,201.5,1,,1,-2.11624919924462,-1.7427713293542837,0.746204663190601,-1.6600614693121674,0.6553104938906997,-1.34708613796881,0,0,0,0,0,0 +1823,US_SD_46005,46005,Beadle County,SD,South Dakota,44.41,-98.28,google,18541.0,3276.0,5.65964590964591,9.827793708166928,1.8960663164190643,0.16433849306941373,0.13019793970120275,0.11515020764791543,0.12000431476187907,0.10403969580928753,0.13289466587562698,0.11703791597001241,0.06358880319292379,0.05274796397173831,0.2684968448303759,0.5566474300199558,0.1748557251496683,1.0,0.49296154468475273,0.5070384553152473,,201.5,1,,1,-0.6821814097637622,-1.0592498836410909,1.5045223831021672,-1.149292731908661,-0.2565800511757155,-0.4103030500551977,0,0,0,0,0,0 +1824,US_SD_46009,46009,Bon Homme County,SD,South Dakota,42.99,-97.88,google,6952.0,1506.0,4.616201859229748,8.846928500099018,1.725655609672595,0.10457422324510932,0.10946490218642117,0.13722669735327964,0.12787686996547756,0.11823935558112773,0.13262370540851554,0.12269850402761795,0.07451093210586882,0.07278481012658228,0.1921461449942463,0.5992088607594936,0.20864499424626007,1.0,0.4086593785960875,0.5913406214039125,,201.5,1,,1,-1.4220476936236688,-1.17817307625803,-1.0056611429558027,0.2520108440127923,0.5421014200328758,-4.535443021826238,0,0,0,0,0,0 +1825,US_SD_46011,46011,Brookings County,SD,South Dakota,44.37,-96.79,google,34749.0,2084.0,16.67418426103647,10.455934850992938,2.8721050585838723,0.11908256352700797,0.16650838873061094,0.2531008086563642,0.1160896716452272,0.08837664393219949,0.09303864859420415,0.08748453192897637,0.045440156551267666,0.03087858643414199,0.2522892745114967,0.6276497165386055,0.12006100894989784,0.9999999999999999,0.4843304843304843,0.5156695156695157,,201.5,1,,1,-0.20837476512027223,-0.3781093288474848,0.9716657609730167,1.1884049504381826,-1.5517700839575785,-0.8326448915295188,0,0,0,0,0,0 +1826,US_SD_46013,46013,Brown County,SD,South Dakota,45.6,-98.35,google,39290.0,4484.0,8.762265834076716,10.578750763997512,2.27852452861198,0.13586154237719522,0.13178925935352506,0.1380503945024179,0.13166200050903537,0.10496309493509799,0.12848052939679308,0.11494018834308985,0.06245864087554085,0.051794349707304656,0.24129294986001532,0.5869839653855943,0.17172308475439044,1.0,0.5073046576737084,0.4926953423262917,,201.5,1,,1,-0.11573476483670132,-0.7923467500004535,0.6101393696422607,-0.1504847794906956,-0.3306266910280214,0.2915454486908451,0,0,0,0,0,0 +1827,US_SD_46023,46023,Charles Mix County,SD,South Dakota,43.21,-98.59,google,9404.0,2979.0,3.156764014770057,9.14899674173513,1.4247368905018163,0.1740748617609528,0.1470650786899192,0.11101658868566568,0.10569970225435985,0.09464057847724372,0.12420246703530413,0.113143343258188,0.07167162909400256,0.0584857507443641,0.29172692471288814,0.5215440238196513,0.18672905146746066,1.0,0.5004253509145045,0.49957464908549554,,201.5,1,,1,-1.1941977244605932,-1.3881728790006511,2.2682581963330426,-2.3050463750730565,0.024071350443108385,-0.04507820651416898,0,0,0,0,0,0 +1828,US_SD_46025,46025,Clark County,SD,South Dakota,44.86,-97.73,google,3679.0,2507.0,1.467491025129637,8.210668031162976,0.9032018550867215,0.17803751019298722,0.1005708072845882,0.11524870888828485,0.10491981516716499,0.08752378363685784,0.12856754552867627,0.14433269910301713,0.08154389779831477,0.05925523240010872,0.2584941560206578,0.5285403642294102,0.21296547974993205,1.0,0.4960587116064148,0.5039412883935852,,201.5,1,,1,-1.9019787431161277,-1.752132472017459,1.1756637777412604,-2.074697050245227,0.6442253135253274,-0.2587500394912964,0,0,0,0,0,0 +1829,US_SD_46027,46027,Clay County,SD,South Dakota,42.92,-96.97,google,14032.0,1079.0,13.004633920296572,9.549166977751137,2.6393882691556256,0.10347776510832384,0.16127423033067276,0.3071550741163056,0.09649372862029647,0.08003135689851767,0.08701539338654504,0.08893956670467502,0.04603762827822121,0.029575256556442418,0.23249714937286203,0.6474201824401369,0.12008266818700114,1.0,0.5006413911060433,0.49935860889395667,,201.5,1,,1,-0.8923494552007403,-0.5405135820939991,0.32095965644077296,1.8393328935092508,-1.5512581216743617,-0.034506757748680096,0,0,0,0,0,0 +1830,US_SD_46029,46029,Codington County,SD,South Dakota,44.98,-97.18,google,28125.0,1857.0,15.145395799676898,10.244449694430193,2.781634919219554,0.13219555555555557,0.13073777777777779,0.12661333333333333,0.1267911111111111,0.11242666666666666,0.1349688888888889,0.11779555555555556,0.06748444444444444,0.050986666666666666,0.2367857777777778,0.5858453333333334,0.17736888888888888,1.0,0.4975644444444444,0.5024355555555555,,201.5,1,,1,-0.3678979448503614,-0.4412450203490228,0.4619569805584181,-0.18797339626808393,-0.19717606386569567,-0.1850703346254518,0,0,0,0,0,0 +1831,US_SD_46035,46035,Davison County,SD,South Dakota,43.68,-98.16,google,19870.0,1131.0,17.568523430592396,9.897016661405816,2.921467858503308,0.12672370407649725,0.13251132360342224,0.13482637141419224,0.12063412179164569,0.10352289884247609,0.13256165072974332,0.11867136386512331,0.06935078007045797,0.061197785606441873,0.232732762959235,0.5773829894313035,0.1898842476094615,1.0,0.5009562154001006,0.49904378459989934,,201.5,1,,1,-0.6299665603130936,-0.34366089614622153,0.3287059291573068,-0.46658980000602845,0.09865114349637322,-0.019101527494758328,0,0,0,0,0,0 +1832,US_SD_46039,46039,Deuel County,SD,South Dakota,44.76,-96.67,google,4311.0,1649.0,2.6143117040630686,8.369157112588834,1.2849014374997965,0.12456506610995129,0.13082811412665274,0.10322430990489445,0.10647181628392484,0.10508002783576896,0.14451403386685224,0.14103456274646253,0.08188355369983763,0.0623985154256553,0.22922755741127349,0.5559730920900023,0.2147993504987242,1.0,0.476687543493389,0.523312456506611,,201.5,1,,1,-1.7824304843519114,-1.4857587574324398,0.21346521439209115,-1.1714948086763803,0.6875727616001795,-1.206635290730213,0,0,0,0,0,0 +1833,US_SD_46047,46047,Fall River County,SD,South Dakota,43.25,-103.52,google,6698.0,4530.0,1.478587196467991,8.809713540508268,0.9076887190046934,0.08957897879964169,0.10435951030158257,0.08435353836966258,0.08838459241564646,0.10271722902358914,0.14601373544341595,0.20065691251119738,0.11600477754553598,0.06793072558972828,0.17306658704090774,0.5426694535682294,0.28426395939086296,1.0,0.4965661391460137,0.5034338608539862,,201.5,1,,1,-1.4501189246449435,-1.7490012592424493,-1.632940161507449,-1.6095072511483568,2.32951700929327,-0.2339201955680048,0,0,0,0,0,0 +1834,US_SD_46049,46049,Faulk County,SD,South Dakota,45.07,-99.15,google,2323.0,2605.0,0.891746641074856,7.751045117971802,0.6375005510258884,0.14679294016358158,0.11579853637537667,0.10460611278519157,0.10073181231166595,0.08566508824795523,0.13904433921653034,0.13990529487731382,0.08006887645286268,0.08738699956952217,0.23943176926388293,0.5231597072750753,0.23740852346104174,1.0,0.5027981058975463,0.49720189410245375,,201.5,1,,1,-2.248672146004239,-1.9375553715798015,0.5489492969715779,-2.2518511942649155,1.2219888057215567,0.07102730865693688,0,0,0,0,0,0 +1835,US_SD_46057,46057,Hamlin County,SD,South Dakota,44.68,-97.2,google,5998.0,1393.0,4.305814788226849,8.699348067653093,1.668803349005081,0.17622540846948984,0.16155385128376126,0.11420473491163721,0.10320106702234078,0.10703567855951984,0.12137379126375458,0.1097032344114705,0.05835278426142047,0.048349449816605536,0.30546848949649885,0.5329776592197399,0.16155385128376126,1.0,0.4883294431477159,0.5116705568522841,,201.5,1,,1,-1.5333675622723744,-1.2178481205974099,2.720039903849956,-1.928602400010851,-0.5709982221838995,-0.6369646898478879,0,0,0,0,0,0 +1836,US_SD_46065,46065,Hughes County,SD,South Dakota,44.39,-99.99,google,17670.0,2073.0,8.523878437047756,9.779680156808055,2.253802164688449,0.14091680814940577,0.12082625919637804,0.11918505942275043,0.13265421618562534,0.1123372948500283,0.13621958121109223,0.12778720996038484,0.06485568760611206,0.04521788341822298,0.2375778155065082,0.5884550084889644,0.17396717600452744,1.0,0.5066779852857951,0.4933220147142049,,201.5,1,,1,-0.7184734447491921,-0.8095995535534501,0.4879968212271034,-0.10205177511868402,-0.2775828061170415,0.2608806219547532,0,0,0,0,0,0 +1837,US_SD_46067,46067,Hutchinson County,SD,South Dakota,43.34,-97.75,google,7349.0,2109.0,3.4845898530109056,8.902455592206882,1.5006470427250465,0.14859164512178527,0.12124098516805007,0.10042182609878895,0.0983807320723908,0.10763369165872907,0.12722819431215132,0.12899714246836305,0.07973873996462104,0.08776704313512042,0.24558443325622537,0.5224112124098517,0.232004354333923,1.0,0.5090488501836985,0.49095114981630156,,201.5,1,,1,-1.3801636274405935,-1.335198052319983,0.7512305573673037,-2.276494833188041,1.0942497375348876,0.376893649991587,0,0,0,0,0,0 +1838,US_SD_46079,46079,Lake County,SD,South Dakota,44.02,-97.12,google,12795.0,1489.0,8.593015446608462,9.45688790106941,2.26103527603033,0.11090269636576788,0.13153575615474794,0.10636967565455256,0.10363423212192263,0.09284876905041031,0.147010550996483,0.18655724892536146,0.08057835091832748,0.04056271981242673,0.21613130128956626,0.5694490035169989,0.21441969519343493,1.0,0.4789370847987495,0.5210629152012505,,201.5,1,,1,-0.961955530511555,-0.8045518384787747,-0.21710066699867966,-0.7278104084264445,0.6785987983897362,-1.0965589642556024,0,0,0,0,0,0 +1839,US_SD_46081,46081,Lawrence County,SD,South Dakota,44.36,-103.79,google,25677.0,2073.0,12.386396526772794,10.15338987315103,2.594239006738801,0.0968960548350664,0.12201581181602213,0.14195583596214512,0.11590139034933987,0.10055691864314367,0.13401098259142424,0.15788448806324726,0.08077267593566227,0.05000584180394906,0.19450870428788408,0.595770533940881,0.20972076177123497,1.0,0.49924056548662227,0.5007594345133777,,201.5,1,,1,-0.43658433623687026,-0.5720215461968474,-0.9279872325534986,0.13880648075738353,0.5675294808491437,-0.10305305998813956,0,0,0,0,0,0 +1840,US_SD_46083,46083,Lincoln County,SD,South Dakota,43.28,-96.72,google,56681.0,1499.0,37.81254169446297,10.94521197899719,3.658743433946595,0.15798944972742188,0.14327552442617456,0.12019900848608882,0.15920678887105028,0.13014943279052946,0.11411231276794694,0.09781055380109736,0.048658280552566116,0.02859864857712461,0.2726098692683615,0.601227924701399,0.12616220603023942,0.9999999999999999,0.5021788606411319,0.49782113935886807,,201.5,1,,1,0.16068680164404822,0.1708558671734247,1.6397463719937495,0.31848702849823673,-1.4075552728490337,0.0407259121675791,0,0,0,0,0,0 +1841,US_SD_46085,46085,Lyman County,SD,South Dakota,43.9,-99.85,google,3876.0,4421.0,0.876724722913368,8.262816937670928,0.6295280888380421,0.17105263157894737,0.14938080495356038,0.11996904024767802,0.11274509803921569,0.09726522187822498,0.12616099071207432,0.11764705882352941,0.06914344685242518,0.03663570691434469,0.29055727554179567,0.5448400412796698,0.16460268317853458,1.0,0.47703818369453044,0.5229618163054696,,201.5,1,,1,-1.862642841151171,-1.9431190516706722,2.229803616521132,-1.5380422588057232,-0.4989325750630849,-1.1894774883088952,0,0,0,0,0,0 +1842,US_SD_46087,46087,McCook County,SD,South Dakota,43.67,-97.36,google,5561.0,1495.0,3.719732441471572,8.62371303479391,1.5517521118618405,0.15482826829706886,0.1384643049811185,0.10213990289516274,0.11382844812084157,0.10591620212192052,0.13181082539111671,0.11796439489300485,0.08199964035245459,0.05304801294731164,0.26559971228196366,0.5403704369717677,0.19402985074626866,1.0,0.49829167415932385,0.5017083258406762,,201.5,1,,1,-1.5904190411410903,-1.2995337557702422,1.4092732968273953,-1.6852006693851596,0.19664131910174248,-0.14948495758598637,0,0,0,0,0,0 +1843,US_SD_46091,46091,Marshall County,SD,South Dakota,45.76,-97.6,google,4945.0,2294.0,2.1556233653007846,8.506334448081361,1.1491860566038254,0.14095045500505562,0.11183013144590495,0.10980788675429727,0.12679474216380182,0.0980788675429727,0.13427704752275024,0.14661274014155712,0.07704752275025278,0.054600606673407485,0.23041456016177958,0.5646309403437816,0.20495449949443884,1.0,0.4675429726996967,0.5324570273003033,,201.5,1,,1,-1.6789576681016758,-1.5804693932341263,0.2524903281906674,-0.8864415689943844,0.4548687021706987,-1.6541046293718218,0,0,0,0,0,0 +1844,US_SD_46093,46093,Meade County,SD,South Dakota,44.57,-102.71,google,27941.0,9020.0,3.097671840354767,10.237886212210432,1.4104189686099928,0.1256934254321606,0.13020292759743746,0.16151891485630435,0.13997351562220392,0.10443434379585555,0.12626606062775134,0.11939443828066283,0.059697219140331416,0.03281915464729251,0.22985576751011058,0.6179306395619341,0.15221359292795533,1.0,0.4783293368168641,0.5216706631831359,,201.5,1,,1,-0.3728487771963068,-1.3981648156314221,0.234118890709252,0.8684115412548385,-0.7917751577180236,-1.126297767054594,0,0,0,0,0,0 +1845,US_SD_46099,46099,Minnehaha County,SD,South Dakota,43.68,-96.79,google,189538.0,2107.0,89.9563360227812,12.152350087079066,4.510379567439032,0.1497430594392681,0.12760501851871392,0.14622925218162058,0.15075604891895028,0.11609809114794922,0.1251938925175954,0.10534035391319946,0.046856039422173916,0.032178243940529073,0.2518270742542393,0.6164684654264581,0.13170446031930272,1.0,0.4952516118139898,0.5047483881860102,,201.5,1,,1,1.071230654954402,0.7651805424037555,0.9564699936257962,0.8202705410802605,-1.276552267227711,-0.29824368205605245,0,0,0,0,0,0 +1846,US_SD_46103,46103,Pennington County,SD,South Dakota,44.01,-102.82,google,110503.0,7211.0,15.324226875606712,11.612806998379796,2.792650315732124,0.1323764965657041,0.12359845434060614,0.13067518528908717,0.12968878672977205,0.10644054912536312,0.13161633620806676,0.13616824882582373,0.06888500764685122,0.04055093526872574,0.23125526003818903,0.5912246726333221,0.17752006732848882,0.9999999999999999,0.49638471353718905,0.503615286462811,,201.5,1,,1,0.6642534915941665,-0.433557791381859,0.28013003528767233,-0.01086263504157366,-0.19360263887655083,-0.24279785631610948,0,0,0,0,0,0 +1847,US_SD_46109,46109,Roberts County,SD,South Dakota,45.62,-96.95,google,10265.0,2941.0,3.490309418565114,9.236592743120248,1.5019216122005217,0.17126156843643447,0.138334145153434,0.11388212372138334,0.09498295177788602,0.09702873843156357,0.1280077934729664,0.12235752557233318,0.07910375060886507,0.05504140282513395,0.2819288845591817,0.5227471992206527,0.19532391622016562,1.0,0.4972235752557233,0.5027764247442766,,201.5,1,,1,-1.1281240912103587,-1.3343085784475395,1.946127829037444,-2.265432716354628,0.22722931772277563,-0.2017500141731841,0,0,0,0,0,0 +1848,US_SD_46115,46115,Spink County,SD,South Dakota,44.94,-98.35,google,6507.0,3911.0,1.663768857069803,8.780787468338929,0.9797419835496227,0.11756569847856155,0.13370216689718764,0.10895958198862764,0.12202243737513448,0.0966651298601506,0.14476717381281698,0.1347779314584294,0.074381435377286,0.06715844475180575,0.22452743199631167,0.5665437221453818,0.20892884585830643,0.9999999999999999,0.495773782080836,0.504226217919164,,201.5,1,,1,-1.4719378507792986,-1.69871800872519,0.058939094626774234,-0.8234646452405043,0.5488108585373322,-0.27269243539446486,0,0,0,0,0,0 +1849,US_SD_46121,46121,Todd County,SD,South Dakota,43.18,-100.73,google,10277.0,3602.0,2.8531371460299835,9.237760967552175,1.3488876596199384,0.251240634426389,0.20249099931886738,0.14313515617398073,0.11248418799260484,0.0938989977619928,0.0873795854821446,0.06616716940741461,0.027731828354578183,0.01547144108202783,0.4132334338814829,0.5104797119782037,0.07628685414031332,1.0,0.5151308747689014,0.4848691252310986,,201.5,1,,1,-1.1272428999293806,-1.441105190979336,6.263030192902074,-2.6693306455763843,-2.5864656337277885,0.6745040660671001,0,0,0,0,0,0 +1850,US_SD_46125,46125,Turner County,SD,South Dakota,43.31,-97.15,google,8303.0,1599.0,5.192620387742339,9.024492605405669,1.8233583230874142,0.13067565940021678,0.12766469950620257,0.09249668794411658,0.1210405877393713,0.11224858484884981,0.13838371672889316,0.13344574250270985,0.07924846441045405,0.06479585691918584,0.23280741900517885,0.5564253884138264,0.21076719258099483,1.0,0.49837408165723235,0.5016259183427677,,201.5,1,,1,-1.2881111510084826,-1.1099900446371669,0.3311603975125552,-1.1566032872933367,0.5922641058056007,-0.14545252900949582,0,0,0,0,0,0 +1851,US_SD_46127,46127,Union County,SD,South Dakota,42.83,-96.65,google,15277.0,1210.0,12.625619834710744,9.634169164101305,2.6119518319703916,0.12986842966551024,0.13687242259605945,0.10558355698108267,0.12207894220069386,0.12266806310139425,0.13497414413824704,0.13327223931400145,0.07154546049617072,0.04313674150684035,0.2393663677423578,0.5793153105976304,0.18131832166001177,1.0,0.4938796884205014,0.5061203115794985,,201.5,1,,1,-0.8282323357254288,-0.5596604348146821,0.546799089805647,-0.4029695571440514,-0.10382279342167701,-0.3653757178181527,0,0,0,0,0,0 +1852,US_SD_46135,46135,Yankton County,SD,South Dakota,43.01,-97.39,google,22682.0,532.0,42.63533834586466,10.02937102422638,3.7758673345869234,0.11762631161273256,0.11916938541574817,0.12644387620139316,0.12472445110660435,0.11758222378978926,0.14015518913676042,0.12710519354554273,0.07155453663698087,0.05563883255444846,0.2129618199453311,0.5962922140904682,0.19074596596420068,0.9999999999999999,0.4806013579049467,0.5193986420950534,,201.5,1,,1,-0.5301317106648056,0.25259221145500615,-0.3213037702252774,0.15598241320141865,0.11901969545774034,-1.01512144215093,0,0,0,0,0,0 +1853,US_TN_47001,47001,Anderson County,TN,Tennessee,36.11,-84.2,google,76056.0,893.0,85.16909294512878,11.239238338159014,4.456311562854493,0.11173345955611655,0.11997738508467445,0.11805774692331966,0.11379772798990218,0.12443462711686126,0.14297359840117807,0.13509782265698958,0.08211055012096351,0.05181708214999474,0.20771536762385612,0.5908080887766909,0.20147654359945302,1.0,0.5130430209319449,0.48695697906805513,,201.5,1,,1,0.38247078166554777,0.7274485251709011,-0.4937914909125886,-0.024578349899491043,0.3726597936836534,0.5723395581114388,0,0,0,0,0,0 +1854,US_TN_47003,47003,Bedford County,TN,Tennessee,35.51,-86.46,google,48211.0,1230.0,39.19593495934959,10.783363231708234,3.6937658700977725,0.13760345149447223,0.1405073530936923,0.1321275227645143,0.12418327767521935,0.12833170853124806,0.13208603845595404,0.1065317043828172,0.06759868079898779,0.03103026280309473,0.2500093339694261,0.5980958702370828,0.1518947957934911,1.0,0.5086183651033996,0.49138163489660036,,201.5,1,,1,0.03860434809272414,0.19529670190640566,0.8967081089622216,0.21536645560946258,-0.7993106082080331,0.3558288150723493,0,0,0,0,0,0 +1855,US_TN_47005,47005,Benton County,TN,Tennessee,36.07,-88.07,google,15993.0,1130.0,14.153097345132743,9.679968930891835,2.7182049562825847,0.10679672356656036,0.10835990745951354,0.1005439879947477,0.09672981929594197,0.12361658225473644,0.14875257925342336,0.15006565372350403,0.11254924029262803,0.052585506158944535,0.19348464953417122,0.5663477771525043,0.24016757331332458,1.0,0.5095979491027325,0.49040205089726757,,201.5,1,,1,-0.7936855876317662,-0.48551039453857514,-0.9616551017160414,-0.8299159889672592,1.2872048359606179,0.4037625906660297,0,0,0,0,0,0 +1856,US_TN_47007,47007,Bledsoe County,TN,Tennessee,35.6,-85.21,google,14895.0,1053.0,14.145299145299145,9.608847999516849,2.71769019636727,0.08083249412554548,0.09392413561597851,0.12494125545485062,0.1426653239342061,0.14917757636790868,0.16132930513595167,0.1276267203759651,0.08459214501510574,0.03491104397448808,0.1559718026183283,0.6607116482040953,0.18331654917757637,1.0,0.4070493454179255,0.5929506545820745,,201.5,1,,1,-0.8473320813275886,-0.4858696260312977,-2.194965739939221,2.276944556948241,-0.05659042242910768,-4.614226433063005,0,0,0,0,0,0 +1857,US_TN_47009,47009,Blount County,TN,Tennessee,35.69,-83.93,google,129999.0,1468.0,88.55517711171662,11.77528972943772,4.494854939361789,0.10520080923699413,0.12078554450418849,0.11834706420818622,0.11257009669305149,0.1289240686466819,0.14692420710928544,0.1346702666943592,0.08855452734251802,0.044023415564735116,0.20182924484034492,0.5982576789052223,0.19991307625443272,1.0,0.5144731882552943,0.48552681174470574,,201.5,1,,1,0.786814158880993,0.7543464911261968,-0.6873096705132495,0.2206938861337465,0.33570390701626884,0.6423216317115951,0,0,0,0,0,0 +1858,US_TN_47011,47011,Bradley County,TN,Tennessee,35.15,-84.86,google,105421.0,859.0,122.72526193247963,11.565726621961357,4.818063477889495,0.1157549254892289,0.13361664184555258,0.13563711215033059,0.11872397340188387,0.1313779986909629,0.13715483632293377,0.11299456465030687,0.07650278407527912,0.038237163373521406,0.222648238965671,0.6061145312603751,0.17123722977395395,1.0,0.5133322582787111,0.4866677417212889,,201.5,1,,1,0.6287407801054495,0.9799015164917969,-0.002843173223047888,0.47937492926265524,-0.34211091015865003,0.5864927477129902,0,0,0,0,0,0 +1859,US_TN_47013,47013,Campbell County,TN,Tennessee,36.41,-84.15,google,39791.0,1290.0,30.845736434108527,10.591421166043187,3.4609035091363585,0.10937146590937649,0.11691085923952653,0.11907215199416954,0.10846673870975848,0.1333467366992536,0.13955417054107713,0.1340504134100676,0.09363926516046342,0.04558819833630721,0.20290015330099773,0.5908471764971979,0.20625267020180443,1.0,0.5088085245407253,0.4911914754592747,,201.5,1,,1,-0.10617748499902617,0.03279085978787201,-0.6521013910656955,-0.023291415659515702,0.48555373674409336,0.3651338463938067,0,0,0,0,0,0 +1860,US_TN_47015,47015,Cannon County,TN,Tennessee,35.81,-86.06,google,14157.0,688.0,20.57703488372093,9.558035114334135,3.0716295492645167,0.11753902662993572,0.11541993360175179,0.1217065762520308,0.11563184290457018,0.1289114925478562,0.15158578794942432,0.12749876386240022,0.08059617150526241,0.041110404746768386,0.20987497351133713,0.6046690683054319,0.1854559581832309,0.9999999999999999,0.5030020484565939,0.4969979515434061,,201.5,1,,1,-0.8856602228735486,-0.23886872659874966,-0.422790083811309,0.43178413232682195,-0.006020925726812029,0.08100678654351835,0,0,0,0,0,0 +1861,US_TN_47017,47017,Carroll County,TN,Tennessee,35.98,-88.45,google,27807.0,1554.0,17.893822393822393,10.233079028065118,2.9388350111663364,0.11777609954328047,0.12874456072212032,0.12349408422339699,0.10191678354371202,0.11968209443665265,0.1418347898011292,0.12946380407810984,0.08911425180709893,0.04797353184449959,0.22077174812097675,0.5774085661883699,0.20181968569065342,1.0,0.5120293451289244,0.4879706548710756,,201.5,1,,1,-0.376474834518117,-0.33154101658709323,-0.06453660125003233,-0.465747704227883,0.38077068917091833,0.5227375755353458,0,0,0,0,0,0 +1862,US_TN_47019,47019,Carter County,TN,Tennessee,36.3,-82.116667,google,56510.0,900.0,62.78888888888889,10.942190588450329,4.155579019837372,0.09646080339762873,0.11029906211290037,0.11789063882498672,0.1131658113608211,0.12956998761281188,0.1462926915590161,0.1404176251990798,0.0956644841620952,0.05023889577066006,0.18470005308794907,0.5991877543797558,0.21611219253229516,1.0,0.510599893824102,0.4894001061758981,,201.5,1,,1,0.15840776780982874,0.5175786477305386,-1.2504664594338075,0.25131593209635794,0.7186045842726236,0.45279053871755703,0,0,0,0,0,0 +1863,US_TN_47021,47021,Cheatham County,TN,Tennessee,36.27,-87.08,google,40366.0,795.0,50.774842767295596,10.605767898477295,3.9469043704309836,0.11643462319774067,0.13144725759302384,0.11769806272605658,0.12456027349749789,0.13724421542882623,0.16080364663330526,0.12287568745974335,0.06292424317494921,0.026011990288856958,0.22159242927215972,0.6280334935341624,0.15037407719367785,1.0,0.5029480255660704,0.49705197443392957,,201.5,1,,1,-0.0953557497348462,0.3719524954809097,-0.03755505019329984,1.2010405236998378,-0.8352560370695183,0.07836329592603394,0,0,0,0,0,0 +1864,US_TN_47023,47023,Chester County,TN,Tennessee,35.43,-88.61,google,17154.0,748.0,22.933155080213904,9.75004495529255,3.175264739456407,0.11484201935408651,0.15063542031013175,0.149236329719016,0.10877929345925148,0.12008860907077067,0.12836656173487232,0.11350122420426723,0.07187827911857293,0.04267226302903113,0.23535035560219192,0.5933484901480703,0.17130115424973766,0.9999999999999999,0.518537950332284,0.481462049667716,,201.5,1,,1,-0.7408272669016834,-0.16654564361653165,0.41476457622122953,0.05906248322416635,-0.340599918777948,0.8412217703141278,0,0,0,0,0,0 +1865,US_TN_47025,47025,Claiborne County,TN,Tennessee,36.48,-83.66,google,31661.0,1144.0,27.6756993006993,10.362872502633723,3.3560500498392347,0.10009159533811314,0.11730520198351284,0.13464514702630997,0.11124095890843624,0.12772811976880075,0.14162534348251793,0.1382457913521367,0.08910015476453681,0.04001768737563564,0.19393575692492343,0.6078235052588358,0.1982407378162408,1.0,0.5113862480654433,0.4886137519345567,,201.5,1,,1,-0.2785716619838436,-0.04038240716592286,-0.9468240347686581,0.5356416320869826,0.29617461976369175,0.4912690436413461,0,0,0,0,0,0 +1866,US_TN_47027,47027,Clay County,TN,Tennessee,36.55,-85.54,google,7663.0,671.0,11.42026825633383,8.944289319650697,2.519329675010717,0.10922615163773979,0.11013963199791205,0.0999608508417069,0.09656792378963852,0.12123189351428944,0.1485058071251468,0.14680934359911263,0.114576536604463,0.052981860889990864,0.19733785723606942,0.5616990734699204,0.24096306929401018,1.0,0.5080255774500848,0.4919744225499152,,201.5,1,,1,-1.3486084614409446,-0.6242979380737897,-0.8349731129910659,-0.9829711137742481,1.3060080808126522,0.3268220628509477,0,0,0,0,0,0 +1867,US_TN_47029,47029,Cocke County,TN,Tennessee,35.93,-83.12,google,35528.0,1148.0,30.94773519163763,10.478104543389605,3.46410129229028,0.10830893942805675,0.11497973429407791,0.11064512497185319,0.10473429407791038,0.12744877279891917,0.1512046836298131,0.14588493582526457,0.09477032199954966,0.04202319297455528,0.20029272686331906,0.5899712902499437,0.20973598288673723,0.9999999999999999,0.515396307138032,0.484603692861968,,201.5,1,,1,-0.19165217388864983,0.03502247181050612,-0.7378258035899645,-0.05212932145946232,0.5678892643913098,0.6874924117586069,0,0,0,0,0,0 +1868,US_TN_47031,47031,Coffee County,TN,Tennessee,35.49,-86.07,google,55016.0,1125.0,48.90311111111111,10.915397507364945,3.910083347730039,0.12918060200668896,0.13194343463719646,0.12338228878871602,0.11836556638068925,0.12325505307546895,0.138741457030682,0.11622073578595318,0.07710484222771558,0.04180602006688963,0.23473534971644613,0.5882434200959721,0.17702123018758179,1.0,0.5111058601134215,0.4888941398865784,,201.5,1,,1,0.13819775610511414,0.3462564951613298,0.3945450150889656,-0.10901816620497176,-0.20539371906991633,0.47754887959156833,0,0,0,0,0,0 +1869,US_TN_47035,47035,Cumberland County,TN,Tennessee,35.95,-85.0,google,59023.0,1774.0,33.27113866967306,10.985699419836457,3.534303561762109,0.09686054588889077,0.09769073073208749,0.09802958168849432,0.09052403300408315,0.10265489724344747,0.13288040255493622,0.16857835081239517,0.14624807278518542,0.06653338529047999,0.17501313047456074,0.5279162360435763,0.297070633481863,1.0,0.5122748758958372,0.4877251241041628,,201.5,1,,1,0.19122646412810387,0.08401398281318885,-1.5689436130750285,-2.09524600838516,2.632230077014542,0.5347520803563292,0,0,0,0,0,0 +1870,US_TN_47037,47037,Davidson County,TN,Tennessee,36.17,-86.78,google,687159.0,1363.0,504.1518708730741,13.440322440740381,6.224859118465961,0.12653257834067516,0.11069344940545056,0.17873592574644295,0.16835404906288065,0.12177676491175987,0.11966808264171756,0.0977881392807196,0.04864230840314978,0.027808702207203863,0.21508733786503562,0.6595675818842509,0.12534508025071345,1.0,0.517942717769832,0.48205728223016797,,201.5,1,,1,2.042747751472438,1.961651032887203,-0.25142307394044056,2.2392770209365818,-1.4268697841481284,0.8120953818736713,0,0,0,0,0,0 +1871,US_TN_47041,47041,DeKalb County,TN,Tennessee,35.98,-85.83,google,19876.0,852.0,23.328638497652584,9.897318563390598,3.1916541954126303,0.11923928355805997,0.11828335681223587,0.11501308110283759,0.12145300865365265,0.12869792714831957,0.14635741597907023,0.13151539545180116,0.08190782853692896,0.037532702757093986,0.21386596900784868,0.6009358019722278,0.18519822901992353,1.0,0.5031193399074261,0.496880660092574,,201.5,1,,1,-0.6297388357514173,-0.1551080616430671,-0.2915780429339285,0.30886910405625717,-0.012112904417894758,0.08674618417258889,0,0,0,0,0,0 +1872,US_TN_47043,47043,Dickson County,TN,Tennessee,36.15,-87.36,google,52774.0,1272.0,41.48899371069182,10.873792872716521,3.7492450708783247,0.12449312161291545,0.1303861750104218,0.12206768484480994,0.12540266040095502,0.1307083033311858,0.14613256527835677,0.11661045211657256,0.0694091787622693,0.03478985864251336,0.22880206162125288,0.6086936749156782,0.16250426346306893,1.0,0.508621669761625,0.49137833023837496,,201.5,1,,1,0.10681539472101313,0.234013539637003,0.19947618056778926,0.5642913233826945,-0.5485332024329818,0.35599052121076935,0,0,0,0,0,0 +1873,US_TN_47045,47045,Dyer County,TN,Tennessee,36.06,-89.41,google,37339.0,1364.0,27.374633431085044,10.527820417095713,3.345495556989839,0.1268378906773079,0.13516698358284904,0.12474892203861913,0.11676799057285947,0.12453466884490746,0.13554192667184445,0.119017649106832,0.07646160850585179,0.04092235999892874,0.23497147754358713,0.5881357293982163,0.17689279305819652,1.0,0.5171536463215405,0.4828463536784595,,201.5,1,,1,-0.15415150771634178,-0.04774798888356822,0.40230819450978755,-0.11256380264708511,-0.20842960466903915,0.7734839164398267,0,0,0,0,0,0 +1874,US_TN_47047,47047,Fayette County,TN,Tennessee,35.19,-89.41,google,40150.0,1829.0,21.95188627665391,10.600402625664993,3.133400123832957,0.10413449564134496,0.11133250311332503,0.1050560398505604,0.11046077210460772,0.1232876712328767,0.15726027397260273,0.15344956413449565,0.09277708592777086,0.04224159402241594,0.193200498132005,0.5950560398505604,0.21174346201743463,1.0,0.5054545454545455,0.49454545454545457,,201.5,1,,1,-0.09940277314324258,-0.19576137684524683,-0.9709971531989331,0.11528229215883577,0.6153403170004257,0.20101430077818283,0,0,0,0,0,0 +1875,US_TN_47049,47049,Fentress County,TN,Tennessee,36.380556,-84.9325,google,18214.0,1292.0,14.097523219814242,9.810000709442663,2.7145307051894134,0.10887229603601625,0.12479411441748106,0.1062369605797738,0.09959371911716262,0.12660590754364776,0.14719446579554188,0.14631602064346108,0.10299769408147579,0.03738882178543977,0.2087075875700011,0.5777478862413529,0.21354452618864608,1.0,0.507521686614692,0.492478313385308,,201.5,1,,1,-0.6956026624869335,-0.4880745155308453,-0.4611702553720511,-0.45457584286502706,0.6579123116148147,0.30216527972272045,0,0,0,0,0,0 +1876,US_TN_47051,47051,Franklin County,TN,Tennessee,35.15,-86.1,google,41623.0,1491.0,27.916163648558015,10.63643220297014,3.3644007345686404,0.10301996492323956,0.13475722557239989,0.13430074718304782,0.10441342526968263,0.11849217980443505,0.13720779376786874,0.1345169737885304,0.08773995146913965,0.0455517382216563,0.21082574538115947,0.5886240780337794,0.20055017658506114,1.0,0.5122408283881508,0.48775917161184923,,201.5,1,,1,-0.07222567556598132,-0.034554779855885766,-0.3915315375269956,-0.0964852856090028,0.3507631327106508,0.5330860409007266,0,0,0,0,0,0 +1877,US_TN_47053,47053,Gibson County,TN,Tennessee,36.0,-88.93,google,49255.0,1563.0,31.51311580294306,10.804786466591047,3.4816435710934575,0.131012079991879,0.13493046391229316,0.11363313369201096,0.12457618515886712,0.12240381687138362,0.13513348898588975,0.11604913206781037,0.07641863770175616,0.04584306161810984,0.23895645112171351,0.5807572835245153,0.18028626535377118,1.0,0.5182011978479342,0.4817988021520658,,201.5,1,,1,0.054763886682359646,0.04726456528503227,0.5333222526527837,-0.35549366679648886,-0.1282176463166005,0.8247435325862424,0,0,0,0,0,0 +1878,US_TN_47055,47055,Giles County,TN,Tennessee,35.2,-87.04,google,29379.0,1583.0,18.559065066329755,10.288069449727868,2.9734388652193986,0.11348241941522856,0.12250246774907246,0.11950713094387147,0.10725348037714014,0.11719255250348888,0.15020933319718166,0.1354368766806222,0.0891453078729705,0.04527043126042411,0.21148439361448657,0.5863814289118078,0.2021341774737057,1.0,0.513904489601416,0.486095510398584,,201.5,1,,1,-0.3349955786643496,-0.3073922944826587,-0.36987714603728605,-0.1703228465074551,0.388204373493985,0.6144936213786404,0,0,0,0,0,0 +1879,US_TN_47057,47057,Grainger County,TN,Tennessee,36.28,-83.51,google,23106.0,783.0,29.509578544061302,10.047890880908506,3.4180406849347515,0.10347961568423786,0.1222193369687527,0.10711503505582966,0.10521076776594823,0.1356790444040509,0.15195187397212845,0.14126200986756687,0.09616549813901151,0.036916818142473815,0.20125508525924005,0.5950315935254912,0.20371332121526875,1.0,0.4968406474508786,0.5031593525491215,,201.5,1,,1,-0.5161621892378883,0.0028785145135964687,-0.7061863268492247,0.11447741501672716,0.42553080524236,-0.22048773904262725,0,0,0,0,0,0 +1880,US_TN_47059,47059,Greene County,TN,Tennessee,36.17,-82.85,google,68821.0,1616.0,42.587252475247524,11.139278740248583,3.7747647331843264,0.09908312869618285,0.12006509640952616,0.11534270062916842,0.10711846674706849,0.1285363479170602,0.14614725156565583,0.13924528850205606,0.09834207581988055,0.04611964371340143,0.1951352058238038,0.5907804303918862,0.21408436378431003,1.0,0.5073887330901905,0.4926112669098095,,201.5,1,,1,0.3070712918744893,0.25182274760215195,-0.9073897286944503,-0.02548898172876827,0.670672525038966,0.29565949317232393,0,0,0,0,0,0 +1881,US_TN_47061,47061,Grundy County,TN,Tennessee,35.39,-85.72,google,13332.0,935.0,14.258823529411766,9.497997444115459,2.7251579278261273,0.11288628862886288,0.1257875787578758,0.11543654365436544,0.11303630363036303,0.12473747374737473,0.13681368136813682,0.12998799879988,0.09833483348334833,0.04297929792979298,0.21351635163516355,0.5801755175517551,0.2063081308130813,1.0,0.5024752475247525,0.4975247524752475,,201.5,1,,1,-0.9309466165502049,-0.48065817844300435,-0.30307242047364286,-0.37464788045455844,0.4868646666278417,0.05522894853613286,0,0,0,0,0,0 +1882,US_TN_47063,47063,Hamblen County,TN,Tennessee,36.22,-83.27,google,64062.0,456.0,140.48684210526315,11.067622253162455,4.952206724104196,0.12433267771846024,0.1289219818301021,0.1211170428647248,0.11596578314757579,0.13134151290936905,0.13674253067341013,0.11540382754206863,0.08321625924885268,0.04295838406543661,0.22747026318254193,0.5886531797321345,0.1838765570853236,1.0,0.5109581343073897,0.48904186569261027,,201.5,1,,1,0.25302082869280523,1.073515018908557,0.15569061595532188,-0.0955271337503402,-0.04335344064150444,0.47032024412942486,0,0,0,0,0,0 +1883,US_TN_47065,47065,Hamilton County,TN,Tennessee,35.18,-85.17,google,361032.0,1491.0,242.14084507042253,12.796724645879511,5.493640884775234,0.11637749562365662,0.11715858982029294,0.14006791641738128,0.13100223802876199,0.1232023754127058,0.1340767577389262,0.12311928028540406,0.07194376121784218,0.043051585455028914,0.21010436747989097,0.613340645704536,0.17655498681557313,1.0,0.5175081433224755,0.4824918566775244,,201.5,1,,1,1.557282159597581,1.4513614594768036,-0.4152482935975088,0.7172893939475482,-0.21641437599009472,0.7908304428255433,0,0,0,0,0,0 +1884,US_TN_47069,47069,Hardeman County,TN,Tennessee,35.2,-89.0,google,25488.0,1736.0,14.682027649769585,10.146002265529594,2.752515320960446,0.10495134965473948,0.11134651600753295,0.14410703075957312,0.13720182046453233,0.1253923414940364,0.13826114249843063,0.12084118016321406,0.07835059635907093,0.03954802259887006,0.19402856246076583,0.6276522284996862,0.178319209039548,1.0,0.4519774011299435,0.5480225988700564,,201.5,1,,1,-0.4421568060854574,-0.4615664875784729,-0.94377286526139,1.1884876548958052,-0.17471321940824744,-2.415771433974664,0,0,0,0,0,0 +1885,US_TN_47071,47071,Hardin County,TN,Tennessee,35.2,-88.19,google,25738.0,1544.0,16.669689119170986,10.155762630356586,2.8718506924683442,0.1096433289299868,0.11562669982127594,0.11038153702696402,0.10191157044059368,0.12102727484653042,0.14398943196829592,0.14262957494754838,0.1021058357292719,0.052684746289532985,0.20214468878700753,0.5717499417204134,0.22610536949257906,1.0,0.512976921283705,0.48702307871629497,,201.5,1,,1,-0.43479456630544944,-0.37828684134731366,-0.6769388134024875,-0.6520537227043234,0.9548146441549903,0.5691051180759644,0,0,0,0,0,0 +1886,US_TN_47073,47073,Hawkins County,TN,Tennessee,36.44,-82.95,google,56620.0,1294.0,43.755795981452856,10.9441352201136,3.8012209554725964,0.10241963970328506,0.11993995054750971,0.11142705757682797,0.10626986930413282,0.13415754150476863,0.14927587424938185,0.1385376192158248,0.094789826916284,0.043182620981985165,0.19837160014129282,0.5943871423525255,0.20724125750618155,1.0,0.5088484634404804,0.4911515365595196,,201.5,1,,1,0.15987460279423465,0.27028554538741895,-0.8009867262724052,0.09325933758154833,0.5089211070302323,0.36708816808507727,0,0,0,0,0,0 +1887,US_TN_47075,47075,Haywood County,TN,Tennessee,35.58,-89.29,google,17607.0,1383.0,12.731019522776572,9.776108623206298,2.6196574721415735,0.11875958425626171,0.13000511160333958,0.11489748395524507,0.11523825751121713,0.11773726358834555,0.1463622422899983,0.14062588743113535,0.07298233657068212,0.043391832793775204,0.22276367353893337,0.5905492133810416,0.186687113080025,1.0,0.5316067473164082,0.4683932526835918,,201.5,1,,1,-0.7211674512975721,-0.5542829597263494,0.0009519716120695281,-0.03310163051619335,0.023080047172194897,1.4807144348972756,0,0,0,0,0,0 +1888,US_TN_47079,47079,Henry County,TN,Tennessee,36.33,-88.3,google,32380.0,1537.0,21.067013662979832,10.38532711001602,3.0940838990596693,0.1076899320568252,0.11852995676343422,0.10602223594811612,0.10528103767757875,0.11578134651019148,0.1464793082149475,0.14499691167387277,0.10364422483014206,0.05157504632489191,0.20251389746757256,0.569768375540457,0.22771772699197035,0.9999999999999999,0.5155960469425571,0.4844039530574429,,201.5,1,,1,-0.261634159478073,-0.22319868440034543,-0.6648003320313792,-0.7172953211574122,0.992926153937779,0.6972662371515844,0,0,0,0,0,0 +1889,US_TN_47081,47081,Hickman County,TN,Tennessee,35.8,-87.47,google,24839.0,1587.0,15.65154379332073,10.120210536047415,2.812502932447753,0.11252465880268932,0.11957003099963767,0.1267764402753734,0.12613229196022385,0.13056081162687708,0.149885261081364,0.12138169813599581,0.07689520512097911,0.03627360199685978,0.20818068360239944,0.6179596602117637,0.1738596561858368,1.0,0.47320745601674785,0.5267925439832521,,201.5,1,,1,-0.4616114986256162,-0.4197034003832023,-0.47849328793268253,0.8693670246508447,-0.2801242664466639,-1.3769256714074225,0,0,0,0,0,0 +1890,US_TN_47083,47083,Houston County,TN,Tennessee,36.28,-87.71,google,8158.0,536.0,15.220149253731343,9.0068768914288,2.7862542504779353,0.11130178965432704,0.12981122824221622,0.10835989213042413,0.11117921059083109,0.12515322382936994,0.14231429271880364,0.13630791860750183,0.09230203481245404,0.04327040941407208,0.21515077224810003,0.581122824221623,0.20372640353027702,1.0,0.5075999019367492,0.4924000980632508,,201.5,1,,1,-1.3013986779086144,-0.43802136362292754,-0.24933754042606937,-0.34345851015110856,0.4258400336712954,0.3059925734494769,0,0,0,0,0,0 +1891,US_TN_47085,47085,Humphreys County,TN,Tennessee,36.03,-87.77,google,18503.0,1442.0,12.831484049930651,9.825742203911275,2.6269474464946128,0.11484624115008377,0.12468248392152624,0.11019834621412744,0.1119818407825758,0.12241258174350106,0.14619250932281252,0.1353834513322164,0.09003945306166568,0.04426309247149111,0.2145922282873048,0.5834135005134302,0.201994271199265,1.0,0.5027833324325786,0.4972166675674215,,201.5,1,,1,-0.683728858707274,-0.5491955621049732,-0.2677008016925225,-0.2680396902662292,0.3848973901797797,0.07030440183630172,0,0,0,0,0,0 +1892,US_TN_47087,47087,Jackson County,TN,Tennessee,36.36,-85.67,google,11702.0,828.0,14.132850241545894,9.367600498174767,2.7168678935048542,0.09434284737651684,0.10545205947701247,0.10835754571868057,0.09682105622970433,0.12980687062040677,0.1580926337378226,0.16039993163561783,0.10015381985985301,0.04657323534438557,0.1787044949581268,0.5943684840198257,0.2269270210220475,1.0,0.4994872671338233,0.5005127328661767,,201.5,1,,1,-1.0293049873296705,-0.48644348012511374,-1.4475825471619397,0.09264502580022997,0.974236131210561,-0.09098126073092498,0,0,0,0,0,0 +1893,US_TN_47089,47089,Jefferson County,TN,Tennessee,36.05,-83.45,google,53730.0,814.0,66.007371007371,10.891745395126074,4.204802628375144,0.10288479434208077,0.12482784291829518,0.12205471803461754,0.10500651405174018,0.12761957937837334,0.15054904150381537,0.13418946584775732,0.09173646007816862,0.041131583845151684,0.20274706867671693,0.5972901544760841,0.19996277684719896,1.0,0.5080402010050251,0.4919597989949749,,201.5,1,,1,0.12035697610428121,0.5519299440264184,-0.6571343574011341,0.18883886108443124,0.33687868657237596,0.3275376341560812,0,0,0,0,0,0 +1894,US_TN_47091,47091,Johnson County,TN,Tennessee,36.46,-81.86,google,17603.0,784.0,22.45280612244898,9.775881427930981,3.1549901518034336,0.08487189683576662,0.10117593592001363,0.10935635971141283,0.11787763449412032,0.1461682667727092,0.13940805544509458,0.1486110322104187,0.10350508436062035,0.04902573424984378,0.16581264557177755,0.607351019712549,0.22683633471567347,1.0,0.45946713628358804,0.540532863716412,,201.5,1,,1,-0.7213388246143911,-0.18069451218657265,-1.8714281441176999,0.5200853955113222,0.9720925668621803,-2.0492778159129106,0,0,0,0,0,0 +1895,US_TN_47093,47093,Knox County,TN,Tennessee,35.99,-83.94,google,461565.0,1362.0,338.88766519823787,13.042380334617475,5.828615166541495,0.11548969267600447,0.12629207153921984,0.1599428032888109,0.13034133870635772,0.12370522028316705,0.12959821476931743,0.11212721935155395,0.06623119170647687,0.03627224767909178,0.21652334990738034,0.6249096010312741,0.15856704906134564,1.0,0.5139579474180235,0.4860420525819765,,201.5,1,,1,1.7425801598127335,1.6851273524349077,-0.2042112765417107,1.0981886773443774,-0.6415976656459251,0.6171094613543203,0,0,0,0,0,0 +1896,US_TN_47097,47097,Lauderdale County,TN,Tennessee,35.76,-89.63,google,26093.0,1313.0,19.872810357958873,10.169460681825694,3.03844737220335,0.12137354846127314,0.13287088491166213,0.13762311731115626,0.1324493159084812,0.1255125895834132,0.1362817613919442,0.1130188173073238,0.07009542789253823,0.030774537232207872,0.22767025639060287,0.6149503698309892,0.157379373778408,1.0,0.4871421454029816,0.5128578545970184,,201.5,1,,1,-0.42446213086660484,-0.26202531405405205,0.16226579676277395,0.7702883682642283,-0.6696709050990507,-0.6950624779882998,0,0,0,0,0,0 +1897,US_TN_47099,47099,Lawrence County,TN,Tennessee,35.22,-87.39,google,43388.0,1600.0,27.1175,10.677961231741842,3.33639215829604,0.13618972987922928,0.13575182077993916,0.12035585876279156,0.11261178205955563,0.12125472480870286,0.1367428782151747,0.11572324144924864,0.07939983405549922,0.04197012998985895,0.2447911865031806,0.5759772287268369,0.1792315847699825,0.9999999999999999,0.5097031437263759,0.49029685627362407,,201.5,1,,1,-0.04090034366828487,-0.05410090682517446,0.725150967581413,-0.512873429757906,-0.15314727228475883,0.40891005682188847,0,0,0,0,0,0 +1898,US_TN_47101,47101,Lewis County,TN,Tennessee,35.52,-87.49,google,12025.0,732.0,16.4275956284153,9.394826251599515,2.8580549055769784,0.11550935550935551,0.12158004158004158,0.1096049896049896,0.11068607068607068,0.12340956340956341,0.13854469854469856,0.14386694386694387,0.08781704781704781,0.04898128898128898,0.2127733887733888,0.5784948024948025,0.20873180873180874,1.0,0.5126819126819127,0.48731808731808735,,201.5,1,,1,-1.008768611030492,-0.3879143996921366,-0.32749882573387784,-0.4299841785650662,0.5441534656347508,0.554669524879108,0,0,0,0,0,0 +1899,US_TN_47103,47103,Lincoln County,TN,Tennessee,35.14,-86.59,google,33892.0,1478.0,22.930987821380242,10.430963782371098,3.1751741806913794,0.1158680514575711,0.1272276643455683,0.110321019709666,0.11333057948778473,0.12094299539714387,0.14962232975333412,0.13312876194972265,0.08465124513159447,0.044907352767614775,0.21765018293402574,0.5862268381919037,0.19612297887407057,1.0,0.5071403281010268,0.49285967189897323,,201.5,1,,1,-0.22721043346010805,-0.16660884115653463,-0.1671643639898386,-0.17541263143342647,0.24611686850655443,0.2835043446449576,0,0,0,0,0,0 +1900,US_TN_47105,47105,Loudon County,TN,Tennessee,35.73,-84.31,google,52260.0,641.0,81.52886115444618,10.864005673985291,4.413148064338732,0.10621890547263682,0.1096249521622656,0.09994259471871413,0.09686184462303865,0.11312667432070417,0.13756218905472636,0.15901262916188288,0.12437810945273632,0.05327210103329506,0.1939188672024493,0.5489246077305778,0.25715652506697284,1.0,0.5058170685036356,0.49418293149636433,,201.5,1,,1,0.09943291413641059,0.6973263506549083,-0.9473793185212005,-1.4035609344166646,1.6887749599578905,0.21875356407204802,0,0,0,0,0,0 +1901,US_TN_47107,47107,McMinn County,TN,Tennessee,35.42,-84.62,google,52931.0,1119.0,47.30205540661305,10.87676334989294,3.877474114755429,0.11088020252781923,0.1259375413273885,0.11892841624001058,0.11029453439383348,0.126372069297765,0.14322419754019383,0.13147304981957644,0.0872645519638775,0.04562543688953543,0.21163023558973001,0.5897432506470688,0.19862651376320115,1.0,0.5114205286127222,0.48857947138727775,,201.5,1,,1,0.10905602461769047,0.3234997437331478,-0.365082296422946,-0.05963735644343239,0.3052932573996345,0.49294648637378813,0,0,0,0,0,0 +1902,US_TN_47109,47109,McNairy County,TN,Tennessee,35.18,-88.56,google,26001.0,1453.0,17.89470061940812,10.165928737122114,2.938881492241322,0.11238029306565132,0.1286873581785316,0.11441867620476136,0.10838044690588823,0.12680281527633552,0.13937925464405215,0.13018730048844276,0.09630398830814199,0.04345986692819507,0.2153301796084766,0.579812314910965,0.20485750548055845,1.0,0.507903542171455,0.49209645782854505,,201.5,1,,1,-0.42712627552291677,-0.3315085792013264,-0.24343916095558107,-0.3866060583278072,0.45257604169666,0.32085053650472317,0,0,0,0,0,0 +1903,US_TN_47111,47111,Macon County,TN,Tennessee,36.53,-86.01,google,23905.0,796.0,30.031407035175878,10.081884752437926,3.434999821782116,0.14139301401380464,0.12855051244509516,0.1287596737084292,0.11980757163773269,0.12829951892909433,0.1341142020497804,0.11767412675172557,0.06873039113156243,0.03267098933277557,0.24423342396988076,0.5955281321899184,0.1602384438402008,1.0,0.5106044760510353,0.48939552394896463,,201.5,1,,1,-0.4905206238162491,0.014713655253413551,0.7068133973227696,0.13082558268766878,-0.6020906837952567,0.45301475985396944,0,0,0,0,0,0 +1904,US_TN_47113,47113,Madison County,TN,Tennessee,35.61,-88.84,google,97491.0,1447.0,67.37456807187284,11.487525602337497,4.225000943674629,0.1248422931347509,0.13598178293380928,0.13937696813039152,0.11553887025469017,0.11737493717368783,0.136607481716261,0.12233949800494405,0.06939102070960396,0.0385471479418613,0.2336277194817983,0.5972643628642644,0.1691079176539373,1.0,0.526817860110164,0.473182139889836,,201.5,1,,1,0.5697537783163565,0.5660255850032028,0.3581294331238476,0.1879896913727055,-0.3924417454251852,1.2463808352836678,0,0,0,0,0,0 +1905,US_TN_47115,47115,Marion County,TN,Tennessee,35.13,-85.61,google,28406.0,1327.0,21.40617935192163,10.25439087265161,3.1093367847426108,0.11377877913116947,0.1197282264310357,0.11603182426247975,0.10944870801943252,0.12782510737168204,0.1443004998943885,0.1397240019714145,0.08769274097021756,0.04147011194817996,0.20956136027599803,0.5914137858198972,0.19902485390410476,1.0,0.5100682954305429,0.48993170456945717,,201.5,1,,1,-0.3603993175900906,-0.21255427187094203,-0.43310075258830205,-0.004636223476056913,0.31470887656762736,0.4267779475358134,0,0,0,0,0,0 +1906,US_TN_47117,47117,Marshall County,TN,Tennessee,35.47,-86.77,google,33020.0,974.0,33.90143737166324,10.4048990016915,3.5525280137947615,0.12498485766202301,0.13382798304058147,0.12098728043609934,0.12401574803149606,0.13228346456692913,0.1406723198061781,0.11977589339794065,0.0706541490006057,0.03279830405814658,0.2320472440944882,0.6046123561477892,0.1633403997577226,1.0,0.5099636583888553,0.4900363416111448,,201.5,1,,1,-0.24687108842311087,0.09673213920603667,0.3061681113667344,0.42991692655102787,-0.5287693370461374,0.4216577654192652,0,0,0,0,0,0 +1907,US_TN_47119,47119,Maury County,TN,Tennessee,35.62,-87.08,google,92237.0,1594.0,57.86511919698871,11.432127472140655,4.0752487114493485,0.1339484154948665,0.12076498585166473,0.12521005670175742,0.13679976582065764,0.12382232726563093,0.13581317692466147,0.12416925962466255,0.06706636165530101,0.03240565066079773,0.23056040417619827,0.6078829536953717,0.16155664212843002,1.0,0.5170051064106594,0.4829948935893405,,201.5,1,,1,0.5279669880577229,0.4615191610949961,0.25728524484701387,0.537598927818194,-0.5709322546153326,0.7662154445581645,0,0,0,0,0,0 +1908,US_TN_47121,47121,Meigs County,TN,Tennessee,35.51,-84.81,google,12042.0,561.0,21.46524064171123,9.39623885726048,3.111969254314795,0.11102806842717157,0.11991363560870287,0.10347118418867297,0.10521508055140343,0.1340308918784255,0.14931074572330177,0.14258428832419864,0.09931904999169573,0.035127055306427506,0.20695897691413384,0.5873027736256436,0.20573824946022257,1.0,0.5032386646736422,0.49676133532635774,,201.5,1,,1,-1.0077030830738054,-0.21071717083446267,-0.5186593638054797,-0.13998825437272297,0.4733943048980738,0.09258507759108842,0,0,0,0,0,0 +1909,US_TN_47123,47123,Monroe County,TN,Tennessee,35.45,-84.25,google,46035.0,1690.0,27.2396449704142,10.737178978088382,3.340726840676829,0.11126316932768546,0.12410122732703378,0.11573802541544477,0.1060931899641577,0.12329749103942653,0.14104485717388943,0.14139241881177364,0.09666558053654828,0.04040404040404041,0.21054415118931252,0.581690018464212,0.2077658303464755,1.0,0.502291734549799,0.4977082654502009,,201.5,1,,1,0.003767581717993134,-0.051075895794202165,-0.4007895155537188,-0.32478405991361514,0.521320505390829,0.04624914714499316,0,0,0,0,0,0 +1910,US_TN_47125,47125,Montgomery County,TN,Tennessee,36.5,-87.38,google,199771.0,1409.0,141.7821149751597,12.204931995235903,4.961319796789649,0.16092926400728835,0.13295723603526038,0.1908535272887456,0.16029353609883315,0.1161279665216673,0.10558089011918646,0.07511100209740153,0.03936507300859484,0.01878150482302236,0.26729505283549665,0.6370028682841854,0.09570207888031797,1.0,0.5007333396739266,0.49926666032607336,,201.5,1,,1,1.1108931699118785,1.07987468796337,1.465011043012699,1.4963505424796086,-2.127545370763105,-0.030007458023408626,0,0,0,0,0,0 +1911,US_TN_47129,47129,Morgan County,TN,Tennessee,36.13,-84.64,google,21555.0,1353.0,15.931263858093127,9.978409479053388,2.82916184534296,0.09826026443980515,0.11616794247274415,0.13133843655764324,0.12419392252377638,0.1420552076084435,0.14604500115982372,0.12883321735096265,0.0774298306657388,0.0356761772210624,0.19119461841800045,0.6312827650197169,0.17752261656228252,0.9999999999999999,0.4540941776849919,0.5459058223150082,,201.5,1,,1,-0.5685719863895105,-0.4080777745944837,-1.036944501738696,1.308020380173916,-0.19354238229654064,-2.3121916568031744,0,0,0,0,0,0 +1912,US_TN_47131,47131,Obion County,TN,Tennessee,36.36,-89.15,google,30375.0,1438.0,21.1230876216968,10.321408101911638,3.096621751980712,0.11759670781893004,0.12240329218106996,0.1151275720164609,0.11209876543209876,0.12605761316872427,0.136,0.13214814814814815,0.09204938271604939,0.04651851851851852,0.215519341563786,0.5798386831275719,0.20464197530864198,0.9999999999999998,0.5147325102880659,0.4852674897119342,,201.5,1,,1,-0.30984824496628594,-0.22142761274924508,-0.23722007946721693,-0.3857379043306327,0.4474815262070233,0.6550109816130177,0,0,0,0,0,0 +1913,US_TN_47133,47133,Overton County,TN,Tennessee,36.34,-85.29,google,21998.0,1126.0,19.536412078152754,9.998752276761909,3.022199509502731,0.11123738521683789,0.12455677788889899,0.11660150922811165,0.10500954632239294,0.1293299390853714,0.1406946086007819,0.13705791435585052,0.09273570324574962,0.04277661605600509,0.2108828075279571,0.585075915992363,0.20404127647967998,1.0,0.5052732066551505,0.49472679334484954,,201.5,1,,1,-0.5532274211830798,-0.27336408344507396,-0.38965550415519506,-0.21330589220498156,0.4332827276743544,0.1921408878574472,0,0,0,0,0,0 +1914,US_TN_47135,47135,Perry County,TN,Tennessee,35.64,-87.87,google,7954.0,1095.0,7.263926940639269,8.981555940771887,2.1118998911005322,0.12308272567261755,0.11654513452351019,0.11843097812421423,0.10611013326628112,0.11667085743022379,0.1330148353029922,0.14043248679909479,0.09642946944933367,0.049283379431732464,0.21631883329142568,0.5677520744279607,0.21592909228061352,0.9999999999999999,0.49710837314558715,0.5028916268544129,,201.5,1,,1,-1.3204982621453025,-0.9086277879694022,-0.21093517352335422,-0.7836805415313768,0.7142766191434073,-0.207387174538141,0,0,0,0,0,0 +1915,US_TN_47139,47139,Polk County,TN,Tennessee,35.13,-84.52,google,16759.0,1146.0,14.6239092495637,9.726750374036074,2.7488023851578482,0.10125902500149174,0.11587803568231994,0.10943373709648548,0.10418282713765738,0.13670266722358135,0.15090399188495734,0.14064084969270244,0.09493406527835789,0.04606480100244645,0.19396145354734773,0.5947192553254967,0.21131929112715556,1.0,0.5049227280864014,0.4950772719135987,,201.5,1,,1,-0.7583983614073703,-0.46415760516760185,-0.9459792063856407,0.1041939111743039,0.6053141329559143,0.1749909945596213,0,0,0,0,0,0 +1916,US_TN_47141,47141,Putnam County,TN,Tennessee,36.14,-85.5,google,77299.0,1043.0,74.11217641418983,11.255449234575513,4.318982681635321,0.1145810424455685,0.13346873827604497,0.177427909804784,0.11703903025912367,0.11533137556760113,0.11996274207945769,0.1100531701574406,0.0737266976286886,0.038409293781290835,0.22135603306640447,0.6114813904448958,0.16716257648869973,1.0,0.502102226419488,0.497897773580512,,201.5,1,,1,0.3946986551705512,0.6316118884659437,-0.04532705310333249,0.6560747919331424,-0.4384240346369779,0.03697598609122524,0,0,0,0,0,0 +1917,US_TN_47145,47145,Roane County,TN,Tennessee,35.87,-84.501667,google,53020.0,1023.0,51.82795698924731,10.878443340472396,3.967040539015392,0.09473783477932855,0.11378725009430403,0.10433798566578649,0.1016974726518295,0.12444360618634477,0.15360241418332704,0.15330064126744625,0.10096190116937005,0.0531308940022633,0.18576763485477182,0.5834892493398717,0.23074311580535647,0.9999999999999999,0.5100716710675217,0.4899283289324783,,201.5,1,,1,0.11032324092500566,0.386004766613694,-1.215367551767604,-0.26554571627334694,1.0644376738095414,0.4269431268624859,0,0,0,0,0,0 +1918,US_TN_47147,47147,Robertson County,TN,Tennessee,36.53,-86.87,google,70328.0,1235.0,56.94574898785425,11.160939510517627,4.0595072105437735,0.12912353543396657,0.1346689796382664,0.11978159481287681,0.13135593220338984,0.13071607325673984,0.14702536685246276,0.11398020702991696,0.06397167557729497,0.029376635195085883,0.23685871914457968,0.6128028665680809,0.15033841428733932,0.9999999999999999,0.5063274940279832,0.49367250597201684,,201.5,1,,1,0.3234100033229956,0.45053376246591487,0.46435507537231274,0.6995834142876509,-0.8360990059547169,0.24373010774571477,0,0,0,0,0,0 +1919,US_TN_47149,47149,Rutherford County,TN,Tennessee,35.84,-86.42,google,316531.0,1616.0,195.87314356435644,12.665179621300698,5.28255958002106,0.13427752731959902,0.14319292581137394,0.17235278693082196,0.1438216162082071,0.1355601820990677,0.12041158685879108,0.08637384647949174,0.04369240295579264,0.02031712533685484,0.24883186796869816,0.6439716804989085,0.10719645153239335,1.0,0.5072646912940597,0.49273530870594034,,201.5,1,,1,1.4580577935023693,1.3040557934046475,0.8579965350818997,1.7257935218798504,-1.8558513476063463,0.2895897823317836,0,0,0,0,0,0 +1920,US_TN_47151,47151,Scott County,TN,Tennessee,36.43,-84.51,google,21964.0,1381.0,15.904417089065895,9.99720555640988,2.8275749539957453,0.126115461664542,0.13890912402112549,0.12215443452922965,0.11855763977417592,0.13025860498998362,0.13585867783645966,0.11810234929885267,0.07689856128209797,0.03314514660353306,0.23724276088144236,0.5936623565835003,0.16909488253505736,1.0,0.5078765252230923,0.49212347477690765,,201.5,1,,1,-0.5543941118043946,-0.4091852060989357,0.4769812234398544,0.06939630308612775,-0.3927498582729251,0.3195285219139163,0,0,0,0,0,0 +1921,US_TN_47153,47153,Sequatchie County,TN,Tennessee,35.37,-85.41,google,14767.0,689.0,21.432510885341074,9.600217956742634,3.1105112854386405,0.10530236337780186,0.12595652468341573,0.10882372858400488,0.11071984831042189,0.13137400961603576,0.14485000338592807,0.1401774226315433,0.09277442947111804,0.04002166993973048,0.20606758312453444,0.5910476061488454,0.20288481072662018,1.0,0.5071443082548927,0.49285569174510735,,201.5,1,,1,-0.8538417195779731,-0.21173463221819136,-0.5479657357272205,-0.016692417865169416,0.40594719205161667,0.2836991046679497,0,0,0,0,0,0 +1922,US_TN_47155,47155,Sevier County,TN,Tennessee,35.78,-83.52,google,97307.0,1113.0,87.42767295597484,11.485636484732558,4.482184963144424,0.11095810167819375,0.11564430102664762,0.12330048197971369,0.11207826775052154,0.12775031601015344,0.14682396949859722,0.13812983649686045,0.08794845180716701,0.037366273752145275,0.20347354249951186,0.6021468136927456,0.1943796438077425,1.0,0.5086787178723011,0.49132128212769893,,201.5,1,,1,0.5683288175667608,0.7455045935076893,-0.6332500626139731,0.348740767789306,0.20490942446258512,0.35878204428286237,0,0,0,0,0,0 +1923,US_TN_47157,47157,Shelby County,TN,Tennessee,35.18,-89.89,google,935251.0,2030.0,460.7147783251232,13.748571290673757,6.13494733750214,0.14188062883653693,0.1344537455720443,0.14761705681148696,0.1335545217273224,0.12280339716290066,0.12866385601298475,0.10802233838830431,0.053720338176596445,0.029284117311823243,0.24944362529417238,0.6135407500232558,0.13701562468257183,1.0,0.5251584868660927,0.4748415131339074,,201.5,1,,1,2.275259751315445,1.8989049986136608,0.8781092932314196,0.7238776803962691,-1.1510115650787471,1.1651830770907596,0,0,0,0,0,0 +1924,US_TN_47159,47159,Smith County,TN,Tennessee,36.25,-85.96,google,19732.0,843.0,23.40688018979834,9.890047640169426,3.194865067543415,0.12041354145550374,0.13090411514291506,0.11914656395702412,0.11960267585647678,0.1229981755524022,0.15396310561524426,0.12461990675045612,0.07525846340968985,0.033093452260287856,0.22513683356983577,0.6042012973849584,0.17066186904520575,1.0,0.5042570443948915,0.49574295560510845,,201.5,1,,1,-0.6352232905976404,-0.15286731531809725,0.07897440267106448,0.4163831213132848,-0.35571078862890104,0.14241723599788592,0,0,0,0,0,0 +1925,US_TN_47161,47161,Stewart County,TN,Tennessee,36.5,-87.84,google,13422.0,1277.0,10.510571652310102,9.504724932487637,2.4432658872094484,0.10542393085978245,0.12457159886753091,0.11183132171062435,0.10534942631500521,0.12337952615109522,0.15459693041275518,0.1414096259871852,0.09134257189688572,0.04209506779913575,0.20508120995380721,0.5907763373565788,0.20414245268961406,1.0,0.4988079272835643,0.5011920727164357,,201.5,1,,1,-0.9258720744207736,-0.677379981218662,-0.5803947467123091,-0.025623741883985304,0.4356742432756673,-0.12422325320562418,0,0,0,0,0,0 +1926,US_TN_47163,47163,Sullivan County,TN,Tennessee,36.51,-82.3,google,156924.0,1113.0,140.99191374663073,11.963523263185733,4.955770110533545,0.10260380821289286,0.11341796028650812,0.11534245876985037,0.1081925008284265,0.12892228084932833,0.14515306772705258,0.1365438046442864,0.09710433075883868,0.05271978792281614,0.19333817644209936,0.5885658025541026,0.21809602100379802,1.0,0.5138538400754505,0.48614615992454946,,201.5,1,,1,0.9287986476429991,1.076001771641392,-0.9664707005713065,-0.0984039626045976,0.7654966030883018,0.6120151988919443,0,0,0,0,0,0 +1927,US_TN_47165,47165,Sumner County,TN,Tennessee,36.47,-86.46,google,183756.0,1407.0,130.60127931769722,12.121369511587574,4.879776740103063,0.12615642482422343,0.1328609678051329,0.11785193408650602,0.12944339232460436,0.13668669322362262,0.14059404862970462,0.11405886066305318,0.06915692548814732,0.03319075295500555,0.23244519906832972,0.6081776921569908,0.15937710877467948,1.0,0.5109982803282614,0.4890017196717386,,201.5,1,,1,1.047862017681721,1.0229688701186013,0.31925168521207975,0.5473029733131859,-0.6224501758981359,0.47228470083426805,0,0,0,0,0,0 +1928,US_TN_47167,47167,Tipton County,TN,Tennessee,35.49,-89.76,google,61305.0,1230.0,49.84146341463415,11.023632996416657,3.9287122306165436,0.12773835739336106,0.14468640404534702,0.12610716907266944,0.12579724329173803,0.13003833292553627,0.14326727020634533,0.110806622624582,0.06219721066797162,0.029361389772449228,0.24348748062963868,0.6095506076176495,0.14696191175271184,1.0,0.5077236766984748,0.49227632330152515,,201.5,1,,1,0.21983974769352949,0.35925688856411153,0.6822890028107723,0.5925051977457311,-0.9159098477988167,0.3120492175522381,0,0,0,0,0,0 +1929,US_TN_47169,47169,Trousdale County,TN,Tennessee,36.39,-86.16,google,10831.0,302.0,35.86423841059602,9.290259995152056,3.6072419323538374,0.09805188809897517,0.12178007570861417,0.17745360539193056,0.19407256947650264,0.11559412796602345,0.11937955867417598,0.09297387129535592,0.05576585726156403,0.024928446126858093,0.19547594866586648,0.6773428122980334,0.1271812390361001,1.0,0.4063336718677869,0.5936663281322131,,201.5,1,,1,-1.0876429017470686,0.13491491539338632,-0.8961871192802122,2.824513313722251,-1.3834682534463851,-4.649246334749883,0,0,0,0,0,0 +1930,US_TN_47171,47171,Unicoi County,TN,Tennessee,36.1,-82.43,google,17796.0,483.0,36.84472049689441,9.786785182749986,3.6334914852640314,0.09451562148797482,0.11407057765790066,0.10451786918408631,0.10575410204540346,0.12800629354911217,0.1508204090806923,0.14492020678804227,0.09946055293324342,0.05793436727354462,0.18577208361429534,0.5843728927848955,0.22985502360080917,1.0,0.5067430883344571,0.4932569116655428,,201.5,1,,1,-0.7131141261627585,0.15323348642948834,-1.2152212898094124,-0.2364524104836735,1.0434457196341174,0.2640662955949469,0,0,0,0,0,0 +1931,US_TN_47173,47173,Union County,TN,Tennessee,36.28,-83.84,google,19399.0,640.0,30.3109375,9.87302834505142,3.4439674774004265,0.11644930151038713,0.12273828547863291,0.1140264962111449,0.11490283004278572,0.1266044641476365,0.15500799010258262,0.13340893860508274,0.08232383112531574,0.034537862776431776,0.21463992989329347,0.6017939069024177,0.18356616320428887,1.0,0.5059539151502654,0.4940460848497345,,201.5,1,,1,-0.6480609389608416,0.02097184323220855,-0.26613251501307744,0.3371215731649586,-0.050690262306699145,0.22544985193992803,0,0,0,0,0,0 +1932,US_TN_47177,47177,Warren County,TN,Tennessee,35.68,-85.78,google,40717.0,434.0,93.81797235023042,10.614425534104623,4.551958973046112,0.12552496500233318,0.1335068890144166,0.11734656286072156,0.12134980474985878,0.12945452759289733,0.13483311638873197,0.11945870275314979,0.07898420807033917,0.03954122356755164,0.23233047621386643,0.5894147407716679,0.1782547830144657,1.0,0.5051452710170199,0.4948547289829801,,201.5,1,,1,-0.0888252982049956,0.7941972383397993,0.3154799395705313,-0.07045330071800175,-0.17623606597677668,0.18588064047410455,0,0,0,0,0,0 +1933,US_TN_47179,47179,Washington County,TN,Tennessee,36.29,-82.5,google,127603.0,855.0,149.24327485380118,11.756686997363872,5.012255812705093,0.10350853820051252,0.12003636278143931,0.15943198827613772,0.11360234477245833,0.12611772450490977,0.13393102043055413,0.12249711997366833,0.07985705665227306,0.04101784440804683,0.19953762842566397,0.6183389105271819,0.18212346104715407,1.0,0.5117748015328794,0.4882251984671207,,201.5,1,,1,0.7727821245750452,1.115421008658254,-0.7626511904275712,0.8818535603224746,-0.08479160608191716,0.5102820478624344,0,0,0,0,0,0 +1934,US_TN_47181,47181,Wayne County,TN,Tennessee,35.24,-87.79,google,16641.0,736.0,22.610054347826086,9.719684899460376,3.1616726529933783,0.0874947419025299,0.10474130160447089,0.13737155219037317,0.132023315906496,0.13923442100835287,0.14494321254732287,0.1253530436872784,0.08166576527852894,0.04717264587464696,0.1712877831861066,0.6371972838170783,0.1915149329968151,1.0,0.4439637041043207,0.5560362958956794,,201.5,1,,1,-0.7637278464120691,-0.17603104713001927,-1.6914219323621194,1.5027515298694525,0.13719587201733743,-2.8079039669310637,0,0,0,0,0,0 +1935,US_TN_47183,47183,Weakley County,TN,Tennessee,36.29,-88.72,google,33325.0,582.0,57.25945017182131,10.41409315209857,4.064906313996561,0.10556639159789948,0.13071267816954238,0.17992498124531134,0.10166541635408852,0.11039759939984996,0.12708177044261065,0.11933983495873969,0.0781695423855964,0.04714178544636159,0.2101365341335334,0.6048822205551388,0.18498124531132784,1.0,0.5105176294073518,0.48948237059264815,,201.5,1,,1,-0.2399359439822896,0.45430159273980647,-0.41419074986529797,0.43880201223687415,-0.017241777348353592,0.44876511150096904,0,0,0,0,0,0 +1936,US_TN_47185,47185,White County,TN,Tennessee,35.93,-85.45,google,26764.0,379.0,70.6174142480211,10.19485034282748,4.271338260148928,0.11803168435211478,0.12083395606037961,0.115490958003288,0.11268868629502317,0.12363622776864444,0.1393289493349275,0.1361904050216709,0.08709460469287102,0.04670452847108056,0.2146988492004185,0.5834068151247944,0.20189433567478704,1.0,0.5107980869825138,0.48920191301748617,,201.5,1,,1,-0.4053107184407759,0.5983626471375887,-0.26419542374306354,-0.2682598017342646,0.38253520082647086,0.4624886824050679,0,0,0,0,0,0 +1937,US_TN_47187,47187,Williamson County,TN,Tennessee,35.89,-86.9,google,226048.0,584.0,387.06849315068496,12.328507068912922,5.961181852782788,0.13480765147225368,0.16497823471121179,0.09275906002265005,0.12198736551528878,0.15620576160815403,0.14343856172140432,0.10522986268403171,0.05328071913929785,0.027312783125707816,0.26679023924122314,0.6000013271517554,0.13320843360702153,1.0,0.5101881016421291,0.48981189835787087,,201.5,1,,1,1.2041058048255233,1.777640633222585,1.4484142761095116,0.2781022128878126,-1.241002649547024,0.4326403994182608,0,0,0,0,0,0 +1938,US_TN_47189,47189,Wilson County,TN,Tennessee,36.16,-86.3,google,136691.0,583.0,234.46140651801028,11.825485498687913,5.461547021122443,0.1254215712812109,0.1342956010271342,0.11079734583842389,0.1301182960107103,0.14166258202807794,0.14187473937567213,0.11665727809438807,0.06973392542303443,0.02943866092134815,0.23285805210291824,0.609640722505505,0.15750122539157663,0.9999999999999999,0.5087898983839463,0.4912101016160537,,201.5,1,,1,0.8246768100945921,1.428964364823115,0.3328250629064743,0.5954721636677319,-0.6667906822272135,0.36422241662379407,0,0,0,0,0,0 +1939,US_TX_48001,48001,Anderson County,TX,Texas,31.81,-95.65,google,58175.0,2792.0,20.83631805157593,10.971228177537151,3.0835745492821998,0.10418564675547916,0.10856897292651482,0.13612376450365277,0.16594757198109153,0.15499785131070049,0.13122475290073055,0.10241512677266867,0.06519982810485604,0.031336484744305976,0.191040825096691,0.6612152986678126,0.14774387623549634,1.0,0.387795444778685,0.612204555221315,,358.0,1,,1,0.1803108111160921,-0.2305327624739973,-1.0420007679208956,2.293526875342107,-0.8974264487718105,-5.556373459936587,0,0,0,0,0,0 +1940,US_TX_48003,48003,Andrews County,TX,Texas,32.3,-102.64,google,17603.0,3888.0,4.527520576131687,9.775881427930981,1.7097393562448764,0.17497017553826053,0.1586661364540135,0.13986252343350566,0.1441799693234108,0.11617337953757882,0.11463955007669148,0.08129296142702948,0.0424927569164347,0.027722547293075044,0.3019030847014713,0.5872351303755042,0.11086178492302448,1.0,0.4911094699767085,0.5088905300232914,,358.0,1,,1,-0.7213388246143911,-1.1892804280686218,2.6028200172030087,-0.1422153582707895,-1.7692133722026542,-0.5009302280190935,0,0,0,0,0,0 +1941,US_TX_48005,48005,Angelina County,TX,Texas,31.26,-94.61,google,87572.0,2239.0,39.112103617686465,11.380228010237108,3.691678124621777,0.1402617274928059,0.1424085324076189,0.13127483670579637,0.12226510756862924,0.12001553007810715,0.12770063490613437,0.1076257251176175,0.06913168592700863,0.039316219796281915,0.25418855341890106,0.5835506782989996,0.1622607682820993,1.0,0.5121728406339926,0.4878271593660074,,358.0,1,,1,0.48881924207074556,0.19383974323216963,1.03410839260558,-0.2635232133030415,-0.5542887305804861,0.5297592105797377,0,0,0,0,0,0 +1942,US_TX_48013,48013,Atascosa County,TX,Texas,28.89,-98.53,google,49083.0,3200.0,15.3384375,10.801288395096439,2.793520460624562,0.14878878634150317,0.1508668989263085,0.12812990241020314,0.13000427846708637,0.11890063769533239,0.12171220178065725,0.10266283641994173,0.06511419432390034,0.033820263635067134,0.26948230548255,0.5802518183485117,0.15026587616893833,1.0,0.5019660574944482,0.49803394250555183,,358.0,1,,1,0.05212529257574442,-0.43295055014318495,1.5369213931960495,-0.37213573324797206,-0.8378135991575942,0.03031286102983812,0,0,0,0,0,0 +1943,US_TX_48015,48015,Austin County,TX,Texas,29.88,-96.28,google,29722.0,1700.0,17.483529411764707,10.299676435863896,2.916880033463235,0.1304420967633403,0.13569073413632998,0.11261018773972142,0.10826996837359532,0.1154700222057735,0.13730569948186527,0.13518605746585022,0.08448287463831505,0.04054235919520894,0.23899468407240426,0.5683870533611466,0.1926182625664491,0.9999999999999999,0.5047776058138752,0.49522239418612474,,358.0,1,,1,-0.3262404330759027,-0.34686256587314246,0.5345792381575988,-0.7627743305735397,0.16327542056821462,0.16788975724903663,0,0,0,0,0,0 +1944,US_TX_48021,48021,Bastrop County,TX,Texas,30.1,-97.31,google,84585.0,2320.0,36.45905172413793,11.345524047266652,3.623248382337225,0.13605249157652066,0.1447537979547201,0.11828338357864869,0.12212567240054382,0.12308328899923154,0.14106520068570078,0.12263403676774842,0.06341549920198616,0.028586628834899805,0.25185552994029675,0.5948253236389431,0.1533191464207602,1.0,0.4925932493941006,0.5074067506058993,,358.0,1,,1,0.462642054923146,0.14608521197175683,0.9574055318005275,0.10768613181495815,-0.7656430419978216,-0.42832476521831986,0,0,0,0,0,0 +1945,US_TX_48027,48027,Bell County,TX,Texas,31.04,-97.48,google,347377.0,2818.0,123.2707594038325,12.758168803207585,4.822462728717655,0.16372413832809887,0.14228057700999203,0.1762954945203626,0.1490829847687095,0.11357689196463784,0.10521134099263912,0.08075088448573164,0.04511237070963248,0.023965317220195924,0.2775485999360925,0.6129982698912133,0.10945313017269422,1.0,0.5018956350017416,0.4981043649982584,,358.0,1,,1,1.5281995009365044,0.9829715874022232,1.8021171215531295,0.7060169239393363,-1.8025099328711485,0.026866892165049255,0,0,0,0,0,0 +1946,US_TX_48029,48029,Bexar County,TX,Texas,29.45,-98.52,google,1956988.0,3211.0,609.4637184677671,14.48691762551418,6.414218862575547,0.14310409670371,0.143928322503766,0.15672758340878942,0.14877301240477714,0.1254821184391524,0.11485558419366905,0.08974454621080967,0.04954450410528833,0.027840232030037996,0.2582467547067228,0.619496236052546,0.12225700924073117,1.0,0.5061175643386674,0.4938824356613326,,358.0,1,,1,2.8321941338041596,2.093798042617888,1.1675299596636586,0.9199576458529287,-1.4998629314813454,0.23345766288650266,0,0,0,0,0,0 +1947,US_TX_48031,48031,Blanco County,TX,Texas,30.27,-98.4,google,11481.0,1848.0,6.212662337662338,9.348535870727583,1.9758381394023887,0.0889295357547252,0.11854368086403623,0.08884243532793311,0.09659437331242923,0.11279505269575821,0.16340040066196324,0.17655256510756903,0.10948523647765875,0.04485671979792701,0.1837644804459542,0.5736172807246755,0.24261823882937025,1.0,0.49986934935981187,0.5001306506401881,,358.0,1,,1,-1.0436854291544,-1.003580142864977,-1.281225300392784,-0.5905729693869928,1.3451315444135374,-0.07228491239189207,0,0,0,0,0,0 +1948,US_TX_48037,48037,Bowie County,TX,Texas,33.45,-94.42,google,93458.0,2390.0,39.10376569037657,11.445278116432569,3.691470237394179,0.12963042222174667,0.13036872177876693,0.13348241991054804,0.13160992103404737,0.12413062552162468,0.1275118234929059,0.11238203257078046,0.07010635793618523,0.04077767553339468,0.23392539964476022,0.5989995506002697,0.16707504975497015,1.0,0.4986946007832395,0.5013053992167604,,358.0,1,,1,0.5378865144540022,0.19369466659184423,0.3679162699531763,0.245119462085521,-0.44049291574433147,-0.12976863475441022,0,0,0,0,0,0 +1949,US_TX_48039,48039,Brazoria County,TX,Texas,29.17,-95.44,google,361853.0,4137.0,87.46748851824994,12.798996094537445,4.482635123144457,0.14531315202582265,0.1437627987055517,0.12591853598008032,0.14988406894512413,0.13961470541905138,0.12665640467261569,0.09503582946666188,0.04944825661249181,0.024366248172600476,0.260323390990264,0.6183441894913128,0.12133241951842323,1.0,0.49349874120153764,0.5065012587984623,,358.0,1,,1,1.5589955125269144,0.7458187431606917,1.235803573392772,0.8820273663056184,-1.5217175823637386,-0.38401652709972695,0,0,0,0,0,0 +1950,US_TX_48041,48041,Brazos County,TX,Texas,30.66,-96.3,google,223917.0,1531.0,146.25538863487915,12.319035192388103,4.992168417005602,0.11837421901865423,0.15127926865758295,0.28933488748062897,0.13099050094454642,0.09536122759772594,0.08694739568679466,0.06945877267023048,0.03732186479811716,0.02093186314571917,0.23939763394472058,0.6676192517763277,0.09298311427895158,0.9999999999999999,0.4940357364559189,0.5059642635440811,,358.0,1,,1,1.1969611716710846,1.1014027742787833,0.5478270293826497,2.5043722871402405,-2.1918139005669186,-0.3577398524746676,0,0,0,0,0,0 +1951,US_TX_48049,48049,Brown County,TX,Texas,31.77,-99.0,google,37815.0,2478.0,15.260290556900726,10.540487572473072,2.788725973388097,0.11302393230199656,0.138304905460796,0.11979373264577549,0.11992595530873992,0.11545682930054212,0.1321962184318392,0.12592886420732513,0.08663228877429592,0.048737273568689676,0.22366785667063335,0.5779981488827185,0.19833399444664815,1.0,0.5065714663493323,0.49342853365066774,,358.0,1,,1,-0.14459667683944308,-0.43629644160744524,0.030678818996627385,-0.4463361308024478,0.298378939204896,0.25566835348123257,0,0,0,0,0,0 +1952,US_TX_48051,48051,Burleson County,TX,Texas,30.49,-96.62,google,18053.0,1755.0,10.286609686609687,9.8011225458581,2.4236170395843564,0.12114330028250152,0.12319282113776103,0.10934470725087243,0.10773832603999335,0.11061873372846619,0.14978119980058716,0.1426909654905002,0.08131612474380989,0.054173821525508224,0.21969755719271034,0.5734670137927214,0.20683542901456822,0.9999999999999999,0.505345371960339,0.494654628039661,,358.0,1,,1,-0.7022994581779035,-0.6910921694692288,-0.09985279845271079,-0.5955203967979454,0.4993284847153332,0.195672137394915,0,0,0,0,0,0 +1953,US_TX_48053,48053,Burnet County,TX,Texas,30.78,-98.18,google,46600.0,2644.0,17.62481089258699,10.74937727911096,2.9244946107959287,0.11530042918454936,0.12300429184549357,0.10768240343347639,0.10753218884120172,0.11090128755364807,0.14122317596566525,0.14854077253218884,0.09652360515021459,0.049291845493562234,0.2137038626609442,0.5662103004291846,0.22008583690987124,1.0,0.5106223175965665,0.4893776824034335,,358.0,1,,1,0.012968755918835902,-0.3415486400986327,-0.2969076166292896,-0.834442308234408,0.8125301476954303,0.4538877964085877,0,0,0,0,0,0 +1954,US_TX_48055,48055,Caldwell County,TX,Texas,29.84,-97.61,google,42328.0,1418.0,29.85049365303244,10.653227709328526,3.4291527519424125,0.12398412398412398,0.1486013986013986,0.14845964845964846,0.12944150444150443,0.12251937251937252,0.12714987714987716,0.10817898317898318,0.05877905877905878,0.03288603288603289,0.24286524286524286,0.6113801738801738,0.14575458325458326,1.0,0.4973067473067473,0.5026932526932527,,358.0,1,,1,-0.05955683098599854,0.010633206166219305,0.6618316790556543,0.6527423115248747,-0.9444476329270144,-0.1976801738816267,0,0,0,0,0,0 +1955,US_TX_48057,48057,Calhoun County,TX,Texas,28.44,-96.61,google,21712.0,2673.0,8.122708567153012,9.985666438493771,2.210766752005234,0.13296794399410464,0.14121223286661755,0.12587509211495948,0.11841378039793662,0.11228813559322035,0.1318165070007369,0.11951915991156964,0.07498157700810612,0.04292557111274871,0.24593773028739868,0.5763955416359617,0.17766672807663964,1.0,0.487978997789241,0.5120210022107591,,358.0,1,,1,-0.5630980644182597,-0.8396323418071229,0.7628459111146808,-0.4991007871275858,-0.19013599916419735,-0.6541129580744265,0,0,0,0,0,0 +1956,US_TX_48061,48061,Cameron County,TX,Texas,26.15,-97.45,google,422227.0,3306.0,127.71536600120992,12.953300731477293,4.857603501423986,0.16771783898234835,0.17314146182030046,0.13893237523891178,0.11775182543987002,0.12166204435055077,0.10293278260272318,0.08738664273009543,0.05653120241007799,0.03394382642512203,0.30623100843858875,0.5596006413611635,0.13416835020024773,1.0,0.5138941848815921,0.4861058151184079,,358.0,1,,1,1.6753874462768303,1.0074950047452458,2.7451092547642153,-1.0520604363542299,-1.2183129726935888,0.6139893827141357,0,0,0,0,0,0 +1957,US_TX_48063,48063,Camp County,TX,Texas,32.97,-94.98,google,12845.0,526.0,24.420152091254753,9.460787757817737,3.2355422488769556,0.1457376411054885,0.14488127676138576,0.12331646555079798,0.11000389256520046,0.10720124562086415,0.1220708446866485,0.12798754379135852,0.07660568314519269,0.04219540677306345,0.2616426625145971,0.5555624756714674,0.1827948618139354,1.0,0.5158427403659012,0.4841572596340989,,358.0,1,,1,-0.9590138699283899,-0.12448024760855585,1.2791772903840501,-1.1850140500558883,-0.06892161639227422,0.7093376339925535,0,0,0,0,0,0 +1958,US_TX_48067,48067,Cass County,TX,Texas,33.07,-94.35,google,29966.0,2487.0,12.049055086449538,10.307852055200259,2.568715723978559,0.11930187545885337,0.12661015817926985,0.10251618500967763,0.10505239271173997,0.116565440832944,0.1398918774611226,0.13505306013481946,0.10064740038710539,0.05436160982446773,0.22059000200226928,0.5568744577187479,0.22253554027898284,1.0,0.5174197423746913,0.4825802576253087,,358.0,1,,1,-0.3200735662659736,-0.589833280740198,-0.07051187212618198,-1.141818013116957,0.8704341137526317,0.7865047380404089,0,0,0,0,0,0 +1959,US_TX_48069,48069,Castro County,TX,Texas,34.53,-102.26,google,7696.0,2329.0,3.304422498926578,8.948585921534317,1.4596429822904289,0.1583939708939709,0.161512474012474,0.12772869022869024,0.11694386694386695,0.10226091476091476,0.11421517671517671,0.11044698544698545,0.06094074844074844,0.04755717255717256,0.2876039501039501,0.5486746361746362,0.16372141372141372,1.0,0.4868762993762994,0.5131237006237006,,358.0,1,,1,-1.3453675361407993,-1.3638132366017865,2.1327070754667723,-1.4117910627073067,-0.5197632590453993,-0.708071065096844,0,0,0,0,0,0 +1960,US_TX_48071,48071,Chambers County,TX,Texas,29.7,-94.68,google,41269.0,2258.0,18.276793622674933,10.627891122746627,2.9589019694741876,0.1479803242143013,0.15646126632581356,0.1252998618817999,0.1425282899997577,0.13695509946933535,0.12120477840509826,0.09622234607090067,0.04974678329981342,0.02360125033317987,0.27314933727495216,0.6053914560566043,0.12145920666844362,1.0,0.4939785311008263,0.5060214688991738,,358.0,1,,1,-0.07866820939544299,-0.31753704469094285,1.6574824727221729,0.4555682138609833,-1.518720697547463,-0.3605390699543674,0,0,0,0,0,0 +1961,US_TX_48073,48073,Cherokee County,TX,Texas,31.84,-95.17,google,52116.0,2750.0,18.951272727272727,10.861246470104044,2.993292937154273,0.14141530432112978,0.14506101772967994,0.12364724844577481,0.11267173228950803,0.12203545935988948,0.12216977511704659,0.11620231790620923,0.07529357586921483,0.04150356896154732,0.2574641185048737,0.5676375777112594,0.17489830378386675,0.9999999999999999,0.4899071302479085,0.5100928697520914,,358.0,1,,1,0.09735164761248997,-0.29353688794148153,1.1417992131872714,-0.7874502611051061,-0.2555736143064697,-0.5597640623680803,0,0,0,0,0,0 +1962,US_TX_48077,48077,Clay County,TX,Texas,33.79,-98.21,google,10484.0,2891.0,3.6264268419232097,9.25770094333602,1.5317848297478611,0.10339565051507059,0.12218618847768027,0.09710034338038917,0.10301411674933232,0.11713086608164823,0.15480732544830217,0.15309042350247998,0.09519267455169783,0.05408241129339947,0.20114460129721481,0.573035101106448,0.2258202975963373,1.0,0.5034338038916444,0.49656619610835556,,358.0,1,,1,-1.1122021831600395,-1.3134681674173363,-0.709818710337059,-0.6097408020156327,0.9480763616298566,0.10213378346175736,0,0,0,0,0,0 +1963,US_TX_48085,48085,Collin County,TX,Texas,33.18,-96.58,google,971864.0,2294.0,423.6547515257193,13.786972184907732,6.051276489438632,0.1354716297753595,0.15223735008190448,0.11577340039347069,0.14630030539252406,0.1625515504226929,0.132483557370167,0.08662940493731633,0.047791666323683146,0.020761135302881886,0.2572615098408831,0.6308709860638938,0.1118675040952232,1.0000000000000002,0.5076677395191097,0.49233226048089035,,358.0,1,,1,2.3042255324238945,1.8405142755736874,1.1351380439815213,1.2944628631154471,-1.7454410536663123,0.3093120554458152,0,0,0,0,0,0 +1964,US_TX_48089,48089,Colorado County,TX,Texas,29.62,-96.52,google,21291.0,2521.0,8.445458151527172,9.966086694292647,2.245534007085361,0.13104128505002113,0.12672021041754733,0.11319336808980321,0.1005119534075431,0.10464515522990935,0.1350805504673336,0.13897891127706544,0.09290310459818703,0.056925461462589824,0.23241745338405898,0.5482645249166315,0.21931802169930956,1.0,0.4982856606077685,0.5017143393922314,,358.0,1,,1,-0.5778670586305718,-0.8153695883006338,0.3183394897806676,-1.425293672050601,0.7943811969076905,-0.14977921742584743,0,0,0,0,0,0 +1965,US_TX_48091,48091,Comal County,TX,Texas,29.81,-98.28,google,140721.0,1488.0,94.57056451612904,11.854541591931248,4.559864870094681,0.11934252883364956,0.12938367407849574,0.10873288279645539,0.11841160878617975,0.12698886449072988,0.14439920125638675,0.1370797535549065,0.0784886406435429,0.0371728455596535,0.22284946809644615,0.5929491689229042,0.18420136298064965,1.0,0.5053972043973536,0.49460279560264636,,358.0,1,,1,0.8465938110796503,0.7997144651353869,0.003772641040853454,0.04591512771840152,-0.03567596026764227,0.19820844301650728,0,0,0,0,0,0 +1966,US_TX_48093,48093,Comanche County,TX,Texas,31.95,-98.56,google,13533.0,2454.0,5.514669926650367,9.51296031679217,1.8740565456940352,0.11719500480307397,0.1289440626616419,0.1021946353358457,0.09524865144461686,0.10965787334663415,0.13862410404197148,0.13914135816153106,0.10958397990098279,0.05941033030370206,0.2203502549323875,0.5410847557821621,0.2385649892854504,1.0,0.5021798566467154,0.49782014335328456,,358.0,1,,1,-0.9196601269162272,-1.0746096709065793,-0.0783940414648988,-1.6616822517483252,1.2493243430307766,0.04077464949705756,0,0,0,0,0,0 +1967,US_TX_48099,48099,Coryell County,TX,Texas,31.39,-97.8,google,74760.0,2737.0,27.314578005115088,11.22205163761701,3.343376795874101,0.13752006420545745,0.11812466559657571,0.20858747993579455,0.16844569288389513,0.1291466024612092,0.09839486356340289,0.0734617442482611,0.045278223649010164,0.021040663456393792,0.23201979668271802,0.6649304440877474,0.10304975922953451,0.9999999999999999,0.5013376136971642,0.4986623863028357,,358.0,1,,1,0.3695068594494945,-0.04922659220073562,0.305265722246447,2.4158452859679653,-1.9538672679752986,-0.00043864570441582795,0,0,0,0,0,0 +1968,US_TX_48103,48103,Crane County,TX,Texas,31.41,-102.52,google,4685.0,2035.0,2.302211302211302,8.452334619067742,1.1945923356404997,0.17011739594450373,0.15965848452508005,0.12934898612593382,0.12657417289220918,0.11739594450373532,0.12764140875133403,0.08836712913553896,0.04887940234791889,0.032017075773746,0.29784418356456777,0.5770757737459978,0.12508004268943437,1.0,0.49818569903948773,0.5018143009605123,,358.0,1,,1,-1.7196897202661878,-1.5487820669446424,2.4693754411922995,-0.47670464884728414,-1.4331345124191894,-0.15467061559611892,0,0,0,0,0,0 +1969,US_TX_48113,48113,Dallas County,TX,Texas,32.77,-96.78,google,2620154.0,2353.0,1113.537611559711,14.778744034292721,7.016194899730435,0.1492122218770347,0.14057570661877125,0.15552826284256574,0.15142659553598758,0.13011029122715687,0.12014713638969313,0.08625409040842638,0.04348599357137023,0.023259701528994096,0.2616727871720517,0.6284544725233707,0.10987274030457751,0.9999999999999999,0.5067885322771104,0.4932114677228896,,358.0,1,,1,3.0523186920199232,2.513894370977466,1.2801676993656703,1.2149009450417698,-1.7925915520826046,0.2662899943800611,0,0,0,0,0,0 +1970,US_TX_48115,48115,Dawson County,TX,Texas,32.74,-101.95,google,12744.0,2336.0,5.455479452054795,9.452894316810216,1.8649292976138294,0.14477401129943504,0.1406151914626491,0.16070307595731326,0.13975204017576898,0.10624607658505963,0.1081293157564344,0.09400502197112366,0.06473634651600753,0.04103892027620841,0.2572661644695543,0.5899560577526679,0.1527777777777778,1.0,0.4533113622096673,0.5466886377903327,,358.0,1,,1,-0.9649678897234297,-1.0809792324337184,1.1352910743039084,-0.05263084014743482,-0.7784394449921379,-2.350497000041759,0,0,0,0,0,0 +1971,US_TX_48117,48117,Deaf Smith County,TX,Texas,34.97,-102.6,google,18753.0,3878.0,4.835740072202166,9.83916234197957,1.7640010909781494,0.1773049645390071,0.1675998506905562,0.1390177571588546,0.12126059830427131,0.11176878366128086,0.10787607316162748,0.0933184023889511,0.04788567162587319,0.0339678984695782,0.31138484509145203,0.5601023836186211,0.12851277128992694,1.0,0.5031728256812243,0.49682717431877566,,358.0,1,,1,-0.6736060532495963,-1.1514132138858018,2.9145520482131007,-1.0355409442377896,-1.3519946475388995,0.08936339217154211,0,0,0,0,0,0 +1972,US_TX_48121,48121,Denton County,TX,Texas,33.2,-97.12,google,835364.0,2481.0,336.7045546150746,13.635624034069869,5.822171414463955,0.13294324390325654,0.14506730000335183,0.1394697401372336,0.1529321349734966,0.153978385470286,0.13012171939418027,0.08447694657658218,0.04319434402248601,0.01781618551912699,0.24899708390593803,0.647753913264158,0.1032490028299041,1.0,0.5079965140944547,0.4920034859055454,,358.0,1,,1,2.190063675108097,1.6806305013618512,0.86342834284256,1.850320733649257,-1.9491577203548047,0.3253999118483559,0,0,0,0,0,0 +1973,US_TX_48123,48123,DeWitt County,TX,Texas,29.08,-97.36,google,20180.0,2358.0,8.558100084817642,9.912496846693715,2.2573889714149784,0.12547076313181368,0.1195242814667988,0.10569871159563925,0.12547076313181368,0.12487611496531219,0.1381565906838454,0.12358771060455898,0.08067393458870169,0.05654112983151635,0.22109018830525273,0.5799008919722497,0.1990089197224975,1.0,0.4733894945490585,0.5266105054509416,,358.0,1,,1,-0.6182898619571788,-0.807096456680239,-0.05406723677373985,-0.38368972420636976,0.31433223818660155,-1.368018018604678,0,0,0,0,0,0 +1974,US_TX_48129,48129,Donley County,TX,Texas,34.96,-100.81,google,3340.0,2417.0,1.3818783616052959,8.114025442356757,0.8678894039723266,0.10988023952095809,0.15718562874251496,0.11796407185628742,0.10329341317365269,0.08293413173652694,0.1218562874251497,0.14191616766467066,0.10209580838323354,0.06287425149700598,0.23562874251497007,0.5284431137724551,0.23592814371257484,1.0,0.5065868263473053,0.4934131736526946,,358.0,1,,1,-1.9748762140984075,-1.7767756972339428,0.42391710846815955,-2.077898949493519,1.1869968716825867,0.2564199609967317,0,0,0,0,0,0 +1975,US_TX_48133,48133,Eastland County,TX,Texas,32.33,-98.83,google,18294.0,2414.0,7.578293289146645,9.814383077453307,2.149234976364315,0.11293320214277905,0.1388433366130972,0.11632229146168142,0.105717721657374,0.1017273422980212,0.13846069749644693,0.13277577347764294,0.09729966109106811,0.05591997376188915,0.22400787143325682,0.5563846069749645,0.21960752159177874,1.0,0.5022958346999016,0.49770416530009837,,358.0,1,,1,-0.6922970438271298,-0.8825730428130408,0.04185749132819453,-1.1579459859553742,0.8012241445716676,0.04644977891832736,0,0,0,0,0,0 +1976,US_TX_48135,48135,Ector County,TX,Texas,31.87,-102.54,google,156951.0,2335.0,67.21670235546038,11.963695305100664,4.22268943743841,0.17658377455384164,0.1525380532777746,0.159948009251295,0.14858140438735656,0.11265936502475295,0.1057846079349606,0.07919669196118534,0.040859886206523054,0.023848207402310275,0.29861421717606135,0.5970793432345126,0.104306439589426,1.0,0.49388662703646363,0.5061133729635364,,358.0,1,,1,0.9289284187993428,0.5644124721500644,2.494691852046826,0.18189805713292814,-1.924162946292344,-0.36503619199832393,0,0,0,0,0,0 +1977,US_TX_48139,48139,Ellis County,TX,Texas,32.35,-96.79,google,173405.0,2465.0,70.34685598377283,12.063390944806065,4.26755327825362,0.14025547129552204,0.15408436896283267,0.12614399815460914,0.13112078659784895,0.13287967474986304,0.13157060061705256,0.10318041578962545,0.05487731034283902,0.0258873734898071,0.26352296646578816,0.6041221418067529,0.13235489172745885,1.0,0.5065309535480522,0.4934690464519478,,358.0,1,,1,1.0041288050085393,0.5957212513028945,1.3409960819916154,0.41377698254242745,-1.261177933071462,0.25368594918864396,0,0,0,0,0,0 +1978,US_TX_48141,48141,El Paso County,TX,Texas,31.77,-106.24,google,837401.0,2628.0,318.64573820395736,13.638059520909206,5.767213314428586,0.15213022196056608,0.15287299633031248,0.16427732949924828,0.13213024584398633,0.12045483585522349,0.11158692191674001,0.08609495331388427,0.04971095090643551,0.030741544373603567,0.2744286190248161,0.6020714090382028,0.1234999719369812,1.0,0.5077328543911459,0.49226714560885404,,358.0,1,,1,2.191900761980369,1.6422773201495295,1.6995414450772033,0.34625812540121065,-1.4704828560479144,0.3124983076366636,0,0,0,0,0,0 +1979,US_TX_48143,48143,Erath County,TX,Texas,32.23,-98.22,google,41723.0,2823.0,14.779667020899751,10.638831781795862,2.7587222138579404,0.11458907556982958,0.16779713826906023,0.2089734678714378,0.10735086163506939,0.09814730484385112,0.11180883445581574,0.09692495745751743,0.05879251252306881,0.03561584737434988,0.24882678618507775,0.6083023751887449,0.14287083862617742,1.0,0.509599022122091,0.4904009778779091,,358.0,1,,1,-0.07041567409583743,-0.4572349315765392,0.857829461177478,0.5514080697636062,-1.0126110902607919,0.4038150964941894,0,0,0,0,0,0 +1980,US_TX_48145,48145,Falls County,TX,Texas,31.26,-96.93,google,17340.0,2004.0,8.652694610778443,9.760828918798548,2.2672371106498184,0.12208765859284891,0.11124567474048443,0.1414648212226067,0.13229527104959632,0.11643598615916954,0.1359284890426759,0.11874279123414072,0.07520184544405997,0.04659746251441753,0.21108419838523643,0.6077450980392156,0.18117070357554788,0.9999999999999999,0.5258938869665514,0.4741061130334487,,358.0,1,,1,-0.732692926995612,-0.8002238124579147,-0.38303437280569513,0.5330601324681336,-0.10731206182045723,1.201168253870867,0,0,0,0,0,0 +1981,US_TX_48147,48147,Fannin County,TX,Texas,33.59,-96.11,google,34550.0,2329.0,14.834693001288107,10.450191772337018,2.76220329245111,0.1094356005788712,0.12335745296671491,0.12642547033285095,0.12327062228654125,0.125643994211288,0.14052098408104197,0.12410998552821997,0.08208393632416787,0.045151953690303906,0.20812156295224313,0.6025875542691751,0.18929088277858178,1.0,0.4680752532561505,0.5319247467438495,,358.0,1,,1,-0.21270676734455377,-0.4548056183722573,-0.48043699876166945,0.3632518247503357,0.08462569965691927,-1.6280586580581686,0,0,0,0,0,0 +1982,US_TX_48149,48149,Fayette County,TX,Texas,29.86,-96.93,google,25119.0,2486.0,10.104183427192277,10.131419620582134,2.4073219226474887,0.10553764082965086,0.11764003344082169,0.09809307695370038,0.10143715912257653,0.10326844221505634,0.14463155380389348,0.15565906286078268,0.10669214538795334,0.06704088538556471,0.1996496675823082,0.5487877702137824,0.2515625622039094,1.0,0.5095744257335085,0.4904255742664915,,358.0,1,,1,-0.4531564900760618,-0.7024639158060465,-0.7589676767743185,-1.4080662082825512,1.5565497118595704,0.40261152664052885,0,0,0,0,0,0 +1983,US_TX_48157,48157,Fort Bend County,TX,Texas,29.53,-95.77,google,767712.0,2282.0,336.4206836108677,13.551171244370675,5.821330471169694,0.147033001959068,0.1552600454337043,0.11396200658580301,0.1424700929515235,0.15174831186695012,0.12821604976866324,0.09831942186653328,0.044050373056562876,0.018940696511191697,0.2712410383060314,0.6166081811929474,0.11215078050102122,1.0,0.5088587907965487,0.4911412092034513,,358.0,1,,1,2.126360965334728,1.680043638815051,1.5947432883419461,0.8248705791849991,-1.738745211388852,0.3675935144041188,0,0,0,0,0,0 +1984,US_TX_48159,48159,Franklin County,TX,Texas,33.18,-95.22,google,10798.0,763.0,14.152031454783748,9.28720881623276,2.7181346123908647,0.12344878681237266,0.1378032969068346,0.09862937581033525,0.11215039822189295,0.10770513057973699,0.13576588257084646,0.13382107797740322,0.09853676606779033,0.05213928505278755,0.23369142433784035,0.5487219855528802,0.2175865901092795,1.0,0.5042600481570662,0.4957399518429339,,358.0,1,,1,-1.0899444049402118,-0.4855594848823931,0.3602238589838572,-1.4102321195068994,0.7534551169244534,0.14256421845382122,0,0,0,0,0,0 +1985,US_TX_48165,48165,Gaines County,TX,Texas,32.74,-102.64,google,20553.0,3892.0,5.280832476875642,9.930810848185018,1.8375025317068503,0.20371721889748456,0.18430399455067387,0.13238943219967889,0.13297328857101154,0.10820804748698487,0.1107380917627597,0.068943706514864,0.03488541818712597,0.02384080182941663,0.3511604145380236,0.5556415121880017,0.0931980732739746,0.9999999999999999,0.4968131173064759,0.5031868826935241,,358.0,1,,1,-0.6044756170288,-1.1001193359347736,4.222254261534686,-1.1824118313023493,-2.186732886061878,-0.22183486574616385,0,0,0,0,0,0 +1986,US_TX_48167,48167,Galveston County,TX,Texas,29.38,-94.86,google,334633.0,2261.0,148.00221141088014,12.720792676239826,5.003961147519082,0.13269462366234053,0.13789136158119492,0.12716916741624407,0.13455038803704356,0.12857070282966712,0.1376911422364202,0.11292669880137345,0.05836244482761712,0.03014347060809902,0.24300771292729645,0.6120230222363007,0.14496926483640288,1.0,0.5074454701120332,0.49255452988796683,,358.0,1,,1,1.5000067014190428,1.1096324752706388,0.6665156702108231,0.6739076174030654,-0.9630103093733889,0.29843579380066726,0,0,0,0,0,0 +1987,US_TX_48171,48171,Gillespie County,TX,Texas,30.31,-98.95,google,26483.0,2749.0,9.633684976355038,10.184296056044737,2.364026790452542,0.10629460408563984,0.1130914171355209,0.08884945059094514,0.09292753842087377,0.09534418306083148,0.12970584903523014,0.1622172714571612,0.12891288751274402,0.08265679870105351,0.19676773779405657,0.5105539402635653,0.29267832194237814,1.0,0.5152361892534834,0.48476381074651664,,358.0,1,,1,-0.41327181327471557,-0.73267795249246,-0.8537169415911648,-2.6668867342720826,2.528408421910552,0.6796573973527822,0,0,0,0,0,0 +1988,US_TX_48175,48175,Goliad County,TX,Texas,28.65,-97.43,google,7552.0,2226.0,3.3926325247079965,8.929700114313448,1.4799287113031008,0.1114936440677966,0.12460275423728813,0.09957627118644068,0.10513771186440678,0.11215572033898305,0.14446504237288135,0.15227754237288135,0.09653072033898305,0.053760593220338986,0.21117584745762713,0.5623940677966102,0.2264300847457627,1.0,0.5030455508474576,0.4969544491525424,,358.0,1,,1,-1.3596130939312754,-1.3496565928978312,-0.3800212243710717,-0.9600889404470545,0.9624899820084137,0.08313547978766024,0,0,0,0,0,0 +1989,US_TX_48177,48177,Gonzales County,TX,Texas,29.45,-97.49,google,20742.0,2771.0,7.485384337784193,9.939964119346145,2.1383451938046276,0.14622505062192653,0.1502265933854016,0.12139620094494263,0.11638221965094976,0.11204319737730209,0.1260727027287629,0.11194677466010992,0.07390801272779866,0.041799247902805904,0.26640632533024783,0.5619130267090927,0.17168064796065954,1.0000000000000002,0.4953234982161797,0.5046765017838203,,358.0,1,,1,-0.5975713077889151,-0.8901726105492924,1.4357923305762934,-0.9759268618794549,-0.3316297751951715,-0.29472608001972356,0,0,0,0,0,0 +1990,US_TX_48179,48179,Gray County,TX,Texas,35.41,-100.81,google,22106.0,2407.0,9.184046530951392,10.003649579435109,2.3208224302697453,0.14466660635121686,0.1340812449108839,0.12241020537410657,0.13322174975119877,0.1273862299828101,0.12051026870532887,0.1037727313851443,0.06934768841038633,0.04460327512892427,0.25193160227992406,0.5822310684881932,0.16583732923188274,1.0,0.47023432552248257,0.5297656744775174,872.0,872.0,0,,1,-0.5495333874871606,-0.7628286428217624,0.959906563672285,-0.3069703887051207,-0.46974908122984727,-1.5224092338379036,0,0,0,0,0,0 +1991,US_TX_48181,48181,Grayson County,TX,Texas,33.62,-96.68,google,131152.0,2536.0,51.71608832807571,11.784119859604502,3.9649206903261023,0.1294680980846651,0.1334329632792485,0.12354367451506648,0.11939581554227156,0.11642979138709283,0.135956752470416,0.12311668903257289,0.07728437233134074,0.04137184335732585,0.23621446870806392,0.5835709710869831,0.18021456020495302,1.0,0.512062339880444,0.4879376601195559,,358.0,1,,1,0.7934747229817067,0.38452540432004273,0.44317404054396875,-0.2628550882923805,-0.12991255050608158,0.5243521006972395,0,0,0,0,0,0 +1992,US_TX_48183,48183,Gregg County,TX,Texas,32.48,-94.81,google,122852.0,716.0,171.58100558659217,11.71874379767558,5.1508667238484,0.14688405561163026,0.13854068309836226,0.13793833230228242,0.13037638784879366,0.11432455312082832,0.12216325334548889,0.10618467749812782,0.06261192328981213,0.04097613388467424,0.25771660209032005,0.5856030019861297,0.1566803959235503,1.0,0.5125679679614495,0.48743203203855046,,358.0,1,,1,0.744161582302547,1.2121523256008524,1.1501001212096955,-0.1959519763461973,-0.6861927381065686,0.5490938920957191,0,0,0,0,0,0 +1993,US_TX_48185,48185,Grimes County,TX,Texas,30.55,-95.98,google,27955.0,2077.0,13.459316321617719,10.23838712459702,2.6713389349501777,0.11983544983008407,0.12734752280450726,0.1244857807190127,0.12241101770702915,0.12530853156859237,0.1408334823824003,0.12892148095152925,0.07583616526560544,0.03502056877123949,0.22171346807368986,0.6029690574137005,0.17531747451260954,1.0,0.45530316580218205,0.5446968341978179,,358.0,1,,1,-0.37247093915805646,-0.5182164198142957,-0.0335756550303628,0.3758125331513381,-0.24566561974870538,-2.2530324982784453,0,0,0,0,0,0 +1994,US_TX_48187,48187,Guadalupe County,TX,Texas,29.58,-97.95,google,159639.0,1850.0,86.29135135135135,11.98067655916267,4.469251389797679,0.13442830386058544,0.1478210211790352,0.12153045308477252,0.1412436810553812,0.13711561711110692,0.12858386735071003,0.09897330852736487,0.05964081458791398,0.03066293324312981,0.2526851208038136,0.6075244771014602,0.13979040209472623,1.0,0.5048891561585828,0.4951108438414172,,358.0,1,,1,0.9417373728072903,0.7364787414136155,0.9846800076525851,0.5257963515371828,-1.0854237804042517,0.17334822655258927,0,0,0,0,0,0 +1995,US_TX_48189,48189,Hale County,TX,Texas,34.07,-101.83,google,33954.0,2602.0,13.049192928516526,10.432791397547891,2.642564951319642,0.14929021617482477,0.1579489898097426,0.15164634505507452,0.12985215291276433,0.11215173469988808,0.11550921835424398,0.09206573599575897,0.056576544736997116,0.03495906226070566,0.2756494080226189,0.5867821169817988,0.13756847499558225,0.9999999999999999,0.4792660658538022,0.5207339341461978,,358.0,1,,1,-0.22583186397058183,-0.5382966956548381,1.7396773500218146,-0.1571304886484434,-1.1379437683148972,-1.0804610042254186,0,0,0,0,0,0 +1996,US_TX_48199,48199,Hardin County,TX,Texas,30.34,-94.39,google,57117.0,2324.0,24.577022375215147,10.952874582394859,3.241694384966075,0.13545879510478492,0.13404065339566154,0.11910639564402892,0.1275802300540995,0.1216100285379134,0.13447835145403295,0.11963163331407461,0.07116970429119177,0.036924208204212404,0.24269131782131415,0.5893989530262443,0.16790972915244148,1.0,0.5078873190118529,0.49211268098814714,,358.0,1,,1,0.16646670071060118,-0.12018690431399136,0.6561135418155793,-0.07097310053989074,-0.42076348723097096,0.3200566920847306,0,0,0,0,0,0 +1997,US_TX_48201,48201,Harris County,TX,Texas,29.86,-95.39,google,4657972.0,4604.0,1011.7228496959166,15.354090932930449,6.920397873227683,0.15171903137245135,0.14225482677869253,0.15019648035668742,0.15525318743865357,0.1325926819654562,0.11733153398088267,0.08686698846622522,0.04250884290416516,0.02127642673678588,0.2655228927954054,0.6272583433305309,0.10721876387406365,1.0,0.5031423546556313,0.49685764534436877,,358.0,1,,1,3.48630265671158,2.447041246238854,1.4067477009906497,1.1755192775069552,-1.8553239478031602,0.08787235995390508,0,0,0,0,0,0 +1998,US_TX_48203,48203,Harrison County,TX,Texas,32.55,-94.37,google,66468.0,2370.0,28.045569620253165,11.104490952541536,3.3688659628980213,0.1360955647830535,0.14367816091954022,0.1199073238249985,0.12264548354095203,0.11689835710417043,0.13189805620749834,0.11936570981524944,0.0715682734548956,0.037943070349641936,0.25103809351868567,0.5797677077691521,0.16919419871216224,1.0,0.5100048143467534,0.4899951856532467,,358.0,1,,1,0.2808308757573557,-0.03143866574057017,0.930530657784547,-0.38807471542527505,-0.39040230851627955,0.42367164115792005,0,0,0,0,0,0 +1999,US_TX_48209,48209,Hays County,TX,Texas,30.06,-98.03,google,214726.0,1761.0,121.93412833617263,12.277122732830192,4.811648669936255,0.12717137188789435,0.14775574453023854,0.19917010515727018,0.14253979490140925,0.12100537429095684,0.10722502165550515,0.08992856011847657,0.045304248204688764,0.019899779253560353,0.2453759675120852,0.6444557249704274,0.11016830751748741,1.0,0.5026219461080633,0.4973780538919367,,358.0,1,,1,1.1653466180652707,0.9754248644293254,0.7443768248172268,1.7417303275054716,-1.785605190354179,0.062407319127242906,0,0,0,0,0,0 +2000,US_TX_48211,48211,Hemphill County,TX,Texas,35.83,-100.28,google,3929.0,2362.0,1.6634208298052497,8.276394704863307,0.979611322812722,0.15703741410027997,0.1885976075337236,0.08755408500890811,0.1361669636039705,0.12267752608806312,0.11606006617459913,0.0990073810129804,0.06006617459913464,0.032832781878340545,0.3079155001272589,0.5496818528887757,0.14240264698396538,1.0,0.49910918808857213,0.5008908119114278,,358.0,1,,1,-1.8524011361002517,-1.6988091919159565,2.800490322596686,-1.3786291985799246,-1.0236777987042485,-0.1094817222779542,0,0,0,0,0,0 +2001,US_TX_48213,48213,Henderson County,TX,Texas,32.21,-95.85,google,80954.0,2458.0,32.934906427990235,11.301648723720852,3.524444172762506,0.11416359908095956,0.1236998789435976,0.10986486152629889,0.10760431850186526,0.11219952071546804,0.1395360328087556,0.14147540578600193,0.10087210020505472,0.05058428243199842,0.21312350223583765,0.5646824122341083,0.2221940855300541,1.0,0.511426242063394,0.48857375793660596,,358.0,1,,1,0.4295469136968354,0.07713348780515208,-0.3159881382408168,-0.8847468951377728,0.8623631022002369,0.49322606144091247,0,0,0,0,0,0 +2002,US_TX_48215,48215,Hidalgo County,TX,Texas,26.39672,-98.18107,google,856249.0,4099.0,208.89216882166383,13.660317668558571,5.346593917038941,0.18402357258227456,0.17859407719016315,0.14779112150787913,0.1269105131801614,0.12224598218508868,0.09383368622912261,0.07168709102142017,0.047057573205924914,0.027856382897965427,0.32689883433440503,0.5623436640509946,0.11075750161460042,1.0,0.5104099391648924,0.48959006083510753,27.0,27.0,0,,1,2.2086900749782066,1.3487429374266784,3.4246057910692094,-0.9617484464303758,-1.771678330706389,0.44349552776012335,0,0,0,0,0,0 +2003,US_TX_48217,48217,Hill County,TX,Texas,31.99,-97.13,google,35703.0,2553.0,13.984723854289072,10.483018006309106,2.7070312724566223,0.12461137719519368,0.13578690866313756,0.11015881018401814,0.11203540318740722,0.11055093409517408,0.13329412094221774,0.13015712965297033,0.09324146430271966,0.05016385177716158,0.23324090412570372,0.5582752149679299,0.2084838809063664,1.0,0.5015825000700221,0.49841749992997786,,358.0,1,,1,-0.18794595052459062,-0.493308086240263,0.345412096719874,-1.0956991184235705,0.5382931624772076,0.011544327119268461,0,0,0,0,0,0 +2004,US_TX_48219,48219,Hockley County,TX,Texas,33.61,-102.34,google,22977.0,2353.0,9.764980875478113,10.04229251541331,2.3762983542683584,0.1410105757931845,0.16311964138051094,0.14122818470644558,0.12695303999651825,0.10597554075814945,0.12038125081603343,0.10275492884188536,0.06197501849675763,0.03660181921051486,0.2715062888975932,0.5785394089741916,0.14995430212821517,1.0,0.5008921965443704,0.49910780345562955,,358.0,1,,1,-0.5203850343755795,-0.7241140918334547,1.603463937486546,-0.428515543277407,-0.8451783164151295,-0.022234148552700547,0,0,0,0,0,0 +2005,US_TX_48221,48221,Hood County,TX,Texas,32.43,-97.83,google,57973.0,1131.0,51.258178603006186,10.967749913160826,3.956196406882846,0.11403584427233367,0.11615752160488503,0.09726941852241561,0.10653235126696911,0.10370344815690062,0.13642557742397324,0.1553309299156504,0.112259155123937,0.05828575371293533,0.20696186155624172,0.5448277646490608,0.24821037379469754,1.0,0.5082020940782778,0.4917979059217222,,358.0,1,,1,0.17768715751187997,0.37843705658546795,-0.5185645253676749,-1.5384464577735144,1.4773135862486806,0.3354595134933805,0,0,0,0,0,0 +2006,US_TX_48223,48223,Hopkins County,TX,Texas,33.15,-95.56,google,36451.0,2053.0,17.754992693619094,10.503751605616017,2.931459993964012,0.13297303228992347,0.13826781158267262,0.11900908068365751,0.11623823763408411,0.11955776247565225,0.13160132780993664,0.11909138295245672,0.07931195303283861,0.043949411538778085,0.24358728155606157,0.5736056623960933,0.18280705604784506,1.0,0.5077501303119256,0.4922498696880744,,358.0,1,,1,-0.17230660380898877,-0.33668776239931586,0.6855701599177766,-0.5909554942482482,-0.06863337965500152,0.31334366659556145,0,0,0,0,0,0 +2007,US_TX_48231,48231,Hunt County,TX,Texas,33.12,-96.09,google,94046.0,2284.0,41.17600700525394,11.451549936293793,3.7418515049757683,0.12845841396763286,0.14161155179380303,0.13424281734470367,0.11847393828551986,0.11929268655764201,0.13685855857771728,0.11450779405822682,0.07008272547476767,0.036471513939986815,0.24174765540267532,0.5944442081534568,0.1638081364438679,1.0,0.50808115177679,0.4919188482232099,,358.0,1,,1,0.542617345984772,0.22885384938782236,0.6250887331037894,0.09513818680062482,-0.5177133824600572,0.3295414695653001,0,0,0,0,0,0 +2008,US_TX_48233,48233,Hutchinson County,TX,Texas,35.84,-101.36,google,21343.0,2318.0,9.207506471095773,9.96852594871535,2.323123378166404,0.13999906292461228,0.1416857986224992,0.11966452701119805,0.12603663964765965,0.11886801293164036,0.1252869793374877,0.12003935716628403,0.06479876306048822,0.04362085929813053,0.2533477018226117,0.5782129972356276,0.16843930094176077,1.0,0.4981024223398772,0.5018975776601228,,358.0,1,,1,-0.5760271298714832,-0.761222898234816,1.0064636974109675,-0.43926240795100596,-0.40824592804391074,-0.15874557663471361,0,0,0,0,0,0 +2009,US_TX_48239,48239,Jackson County,TX,Texas,28.94,-96.58,google,14806.0,2219.0,6.672374943668319,9.602855320908718,2.0376262080851193,0.14068620829393488,0.13663379710928003,0.11616912062677293,0.129542077536134,0.10725381602053222,0.12636768877482102,0.11947858976090774,0.07557746859381331,0.048291233283803865,0.2499932459813589,0.5663987572605701,0.18360799675807105,1.0,0.5041199513710658,0.4958800486289342,,358.0,1,,1,-0.8518523567086452,-0.9604605846301933,0.8961791838482367,-0.8282375066772566,-0.04970143700286907,0.13570889220705684,0,0,0,0,0,0 +2010,US_TX_48241,48241,Jasper County,TX,Texas,30.74,-94.03,google,35549.0,2511.0,14.157307845479888,10.478695435231387,2.7184827816925554,0.13007398239050325,0.13145236152915693,0.11302708936960253,0.11212692340150215,0.11367408365917465,0.1378097836788658,0.13105853891811303,0.08748488002475456,0.0432923570283271,0.23523587161382878,0.568457621874033,0.19630650651213818,1.0,0.5044867647472503,0.4955132352527497,,358.0,1,,1,-0.1912064643787741,-0.4853165106836541,0.41100068378535987,-0.7604509145666766,0.2504549358249169,0.1536580931645681,0,0,0,0,0,0 +2011,US_TX_48245,48245,Jefferson County,TX,Texas,29.86,-94.14,google,256041.0,2878.0,88.96490618485059,12.453096772504919,4.499419663007857,0.13641955780519527,0.1295417530786085,0.1459531871848649,0.1400361660827758,0.11949258126628157,0.12835834885819067,0.10590100804168083,0.05697915568209779,0.03731824200030464,0.24005296026808207,0.6126991380286751,0.14724790170324284,1.0,0.48769923566928736,0.5123007643307127,,358.0,1,,1,1.2980837747296574,0.7575320392632163,0.5693722063702185,0.696168228973888,-0.9091498651017061,-0.6678024984166556,0,0,0,0,0,0 +2012,US_TX_48249,48249,Jim Wells County,TX,Texas,27.73,-98.09,google,40920.0,2248.0,18.202846975088967,10.619398657694624,2.9550585479939007,0.15664711632453568,0.15173509286412512,0.13176930596285436,0.12719941348973607,0.11082600195503421,0.11573802541544477,0.1032258064516129,0.06483382209188661,0.03802541544477028,0.2780351906158358,0.5674926686217009,0.15447214076246335,1.0,0.5057917888563049,0.494208211143695,,358.0,1,,1,-0.0850740728180146,-0.3202192233036298,1.818114773321176,-0.7922212855244822,-0.7383895605894433,0.21751656046331064,0,0,0,0,0,0 +2013,US_TX_48251,48251,Johnson County,TX,Texas,32.38,-97.36,google,167012.0,1902.0,87.80862250262881,12.025826932680559,4.4864837455390285,0.13812181160635165,0.14721097885181902,0.12517663401432233,0.13138576868727997,0.1278890139630685,0.13433166479055397,0.10434579551169976,0.06285177113021818,0.02868656144468661,0.2558905946878069,0.6003981749814384,0.14371123033075467,1.0,0.5003293176538213,0.49967068234617873,,358.0,1,,1,0.9757942837822118,0.7485045512949218,1.090066438347768,0.291168133679685,-0.9927466391806422,-0.04977738164386959,0,0,0,0,0,0 +2014,US_TX_48255,48255,Karnes County,TX,Texas,28.91,-97.86,google,15556.0,1952.0,7.969262295081967,9.652265977087122,2.193803431337748,0.1151967086654667,0.119503728464901,0.17755206994085884,0.1588454615582412,0.1216893803034199,0.11043970172280793,0.09674723579326305,0.05772692208794034,0.04229879146310105,0.2107996914373875,0.6408009771149396,0.14839933144767292,1.0,0.4104525584983286,0.5895474415016714,,358.0,1,,1,-0.8145819160108809,-0.8514704022769011,-0.3923881135712967,1.6214004619441447,-0.8819333662882556,-4.447697730874502,0,0,0,0,0,0 +2015,US_TX_48257,48257,Kaufman County,TX,Texas,32.6,-96.28,google,122628.0,2090.0,58.67368421052632,11.71691881611139,4.088891122723763,0.14836742016505203,0.15177610333692143,0.11993182633656262,0.14383338226179992,0.13469191375542292,0.12682258538017419,0.09740842222004763,0.052369768731447955,0.024798577812571353,0.26978830283458916,0.6043391395113676,0.12587255765404312,1.0,0.5077470072087941,0.49225299279120593,,358.0,1,,1,0.7427849993460872,0.47103968439263394,1.5469816744214302,0.4209214712064526,-1.4144017302427208,0.3131908444539526,0,0,0,0,0,0 +2016,US_TX_48259,48259,Kendall County,TX,Texas,29.95,-98.7,google,43969.0,1717.0,25.608037274315667,10.691262862174856,3.2812133233183394,0.11451249744137916,0.14526143419227183,0.09861493324842503,0.11046419067979713,0.131046873933908,0.143487457072028,0.12990970911323887,0.08255816598057722,0.04414473833837476,0.23072164479519663,0.577620596329232,0.19165775887557143,1.0,0.5106552343696695,0.48934476563033047,,358.0,1,,1,-0.030866928478507954,-0.09260813061243417,0.26258635598823155,-0.4587667689202449,0.14057186640909752,0.4554985058691984,0,0,0,0,0,0 +2017,US_TX_48265,48265,Kerr County,TX,Texas,30.06,-99.35,google,51892.0,2869.0,18.087138375740675,10.85693918529841,2.9490147247590293,0.1041586371695059,0.11481538580127958,0.10978570877977338,0.09672011099976875,0.09645031989516689,0.13300701456871966,0.14983041701996455,0.1221190164187158,0.07311338934710553,0.19601094581052958,0.5338414399136668,0.2701476142758036,1.0,0.5183843366992985,0.48161566330070144,,358.0,1,,1,0.09410266418800087,-0.3244369791502309,-0.878598007171172,-1.9001630605859372,1.9958470724753394,0.8337050270673296,0,0,0,0,0,0 +2018,US_TX_48273,48273,Kleberg County,TX,Texas,27.43,-97.66,google,30752.0,2824.0,10.889518413597735,10.333742829451511,2.475657206400294,0.13664151925078044,0.15520941727367327,0.22717221644120708,0.1204474505723205,0.09576612903225806,0.09043314255983351,0.08227107180020812,0.05970343392299688,0.032355619146722164,0.260809053069719,0.6059963579604578,0.1331945889698231,1.0,0.49011446409989595,0.5098855359001041,,358.0,1,,1,-0.30054416429109665,-0.6547753035854621,1.251770695550074,0.47548416091029677,-1.2413298970874895,-0.5496186390650163,0,0,0,0,0,0 +2019,US_TX_48277,48277,Lamar County,TX,Texas,33.67,-95.57,google,49568.0,2415.0,20.52505175983437,10.8111209173191,3.0692174549489692,0.13325129115558426,0.12830858618463525,0.12429389928986442,0.11188670109748225,0.11695045190445448,0.13302937378954163,0.11987572627501614,0.0864469012265978,0.04595706907682376,0.23589816010329245,0.571760006455778,0.19234183344092964,1.0,0.5177937378954164,0.4822062621045836,,358.0,1,,1,0.05954196065410331,-0.24055203607134545,0.4327747560508094,-0.6517223487487955,0.15674142837016947,0.8048053813499002,0,0,0,0,0,0 +2020,US_TX_48279,48279,Lamb County,TX,Texas,34.07,-102.35,google,13165.0,2636.0,4.994309559939302,9.485393028027822,1.7908106125291012,0.15389289783516902,0.1544246107102165,0.11712875047474364,0.12047094568932776,0.10436764147360425,0.12457273072540828,0.10611469806304595,0.06737561716672996,0.05165210786175465,0.27743258640334223,0.5504823395366503,0.1720850740600076,1.0,0.5048993543486517,0.49510064565134826,,358.0,1,,1,-0.9404541232027788,-1.1327038618958754,1.7983029422550416,-1.3522737687305708,-0.32207030141374465,0.1738472524192439,0,0,0,0,0,0 +2021,US_TX_48281,48281,Lampasas County,TX,Texas,31.19,-98.24,google,20861.0,1849.0,11.282314764737697,9.945684601235916,2.508160403712479,0.11921767892239106,0.13163319112218974,0.10397392263074637,0.11197929150088683,0.12381956761420833,0.14884233737596472,0.13043478260869565,0.08695652173913043,0.04314270648578687,0.22452423182014286,0.580159148650592,0.19531661952926513,1.0,0.5087963184890465,0.49120368151095345,,358.0,1,,1,-0.5932563502974473,-0.6320925504391229,0.05883388236916988,-0.3751868143986285,0.2270568448644045,0.36453657026183944,0,0,0,0,0,0 +2022,US_TX_48285,48285,Lavaca County,TX,Texas,29.38,-96.94,google,20028.0,2513.0,7.969757262236371,9.904936502301233,2.1938586146383683,0.12432594367884961,0.13446175354503695,0.10210705012981826,0.10435390453365288,0.1030057918913521,0.13221489914120232,0.14005392450569204,0.09242061114439784,0.067056121429998,0.23189534651487914,0.5386009586578789,0.22950369482724187,0.9999999999999999,0.5112842021170362,0.4887157978829639,,358.0,1,,1,-0.623992627091835,-0.8514318919367106,0.30117417152333914,-1.743459431970984,1.0351413144411992,0.48627565094146247,0,0,0,0,0,0 +2023,US_TX_48287,48287,Lee County,TX,Texas,30.31,-96.96,google,17109.0,1642.0,10.419610231425091,9.747418366886238,2.435332073297345,0.11970308025016073,0.12864574200713075,0.11374130574551405,0.11946928517154713,0.1161377053013034,0.14840142614997953,0.13262025834356186,0.07855514641416798,0.04272605061663452,0.22261967385586534,0.5897889999415513,0.18759132620258342,1.0,0.4966391957449296,0.5033608042550705,,358.0,1,,1,-0.7428085016191786,-0.6829166901383649,-0.0037823089245952635,-0.058131094815467355,0.044453053641989156,-0.23034533254405162,0,0,0,0,0,0 +2024,US_TX_48289,48289,Leon County,TX,Texas,31.3,-96.0,google,17235.0,2798.0,6.15975696926376,9.75475549873573,1.968476037556226,0.12550043516100956,0.12277342616768204,0.09637365825355382,0.10229184798375399,0.10055120394545981,0.13751087902523934,0.14604003481288078,0.11424427038004062,0.05471424427038004,0.2237191760951552,0.5343022918479838,0.24197853205686104,1.0,0.5014215259646069,0.49857847403539307,,358.0,1,,1,-0.7372741056277395,-1.0087178755381905,0.03236604877026438,-1.884989852065745,1.330010709903942,0.003667415439796326,0,0,0,0,0,0 +2025,US_TX_48291,48291,Liberty County,TX,Texas,30.15,-94.81,google,83597.0,3046.0,27.444845699277742,11.333774875341646,3.3479669736590787,0.14426355012739692,0.13940691651614293,0.1401605320765099,0.1303515676399871,0.13032764333648336,0.13066258358553537,0.1023362082371377,0.05717908537387705,0.025311913106929675,0.25578908334031125,0.6105518140603132,0.13365910259937558,1.0,0.5059750948000526,0.49402490519994735,,358.0,1,,1,0.4537796586437345,-0.046023280582052885,1.0867290476920386,0.6254691781374196,-1.2303501263210117,0.22648623124047204,0,0,0,0,0,0 +2026,US_TX_48293,48293,Limestone County,TX,Texas,31.54,-96.58,google,23391.0,2417.0,9.677699627637567,10.060149362549504,2.368157419661507,0.12556111324868538,0.12410756273780514,0.1288102261553589,0.12077294685990338,0.11029883288444274,0.1308622974648369,0.13022102518062503,0.08285237912017443,0.0465136163481681,0.2248471634389295,0.5806763285024155,0.19447650805865505,1.0,0.4871531785729554,0.5128468214270446,,358.0,1,,1,-0.5069156208175897,-0.7297953424591731,0.06945091183008185,-0.3581590509244686,0.20719901771200377,-0.6945225942274671,0,0,0,0,0,0 +2027,US_TX_48297,48297,Live Oak County,TX,Texas,28.35,-98.13,google,12146.0,2794.0,4.347172512526844,9.404837504700271,1.6765679188699012,0.11007739173390417,0.11155936110653714,0.12761402931006094,0.134694549645974,0.11238267742466655,0.1368351720731105,0.12399143751029146,0.09056479499423678,0.05228058620121851,0.19932488061913387,0.5958340194302651,0.204841099950601,1.0,0.4551292606619463,0.5448707393380536,,358.0,1,,1,-1.0012171263132108,-1.2124295207027713,-0.769645704430757,0.140896693462816,0.4521882619916624,-2.261542161535833,0,0,0,0,0,0 +2028,US_TX_48299,48299,Llano County,TX,Texas,30.71,-98.68,google,21167.0,2502.0,8.460031974420463,9.960245886354738,2.2470757630179548,0.08206169981575093,0.086597061463599,0.0787074219303633,0.0797940189918269,0.08749468512306893,0.13355695185902583,0.19913072235082913,0.1603911749421269,0.09226626352340908,0.15133934898663012,0.49643785137241936,0.35222279964095055,1.0,0.515047007133746,0.4849529928662541,,358.0,1,,1,-0.5822727780181244,-0.8142936550964311,-2.347267013096819,-3.131648503260552,3.9358692022752835,0.6704001889051093,0,0,0,0,0,0 +2029,US_TX_48303,48303,Lubbock County,TX,Texas,33.61,-101.82,google,305413.0,2333.0,130.90998714102014,12.629423512235297,4.882119774377844,0.13450966396322356,0.15121818652120245,0.20396315808429896,0.13069843130449588,0.10313575388081057,0.10508393552337326,0.08922017071964848,0.05117332922960057,0.030997370773346255,0.25548421318018555,0.6177350014570434,0.12678078536277107,1.0,0.5067760704357706,0.49322392956422945,,358.0,1,,1,1.4310869729228342,1.0246039851984445,1.0767058251783392,0.861970301587698,-1.3929338304628933,0.2656802017469891,0,0,0,0,0,0 +2030,US_TX_48305,48305,Lynn County,TX,Texas,33.18,-101.82,google,5832.0,2314.0,2.5203111495246326,8.671286726753637,1.258549380454736,0.1498628257887517,0.14300411522633744,0.11574074074074074,0.12054183813443073,0.10596707818930041,0.1364883401920439,0.1068244170096022,0.07544581618655692,0.04612482853223594,0.2642661179698217,0.5607510288065843,0.17498285322359397,1.0,0.4900548696844993,0.5099451303155007,,358.0,1,,1,-1.5545342219118798,-1.5041488622307535,1.3654286892472653,-1.0141847819659047,-0.2535751078955095,-0.5525347599246929,0,0,0,0,0,0 +2031,US_TX_48309,48309,McLennan County,TX,Texas,31.55,-97.2,google,251631.0,2746.0,91.63546977421704,12.435722981730507,4.528672111228034,0.13721679761237685,0.15211162376654705,0.17284038930020545,0.12247298623778469,0.10685885284404545,0.1135035031454789,0.0993478545966117,0.0579221161144692,0.0377258763824807,0.2589060966256145,0.5957719835791297,0.14532191979525574,1.0,0.5121745730851922,0.4878254269148078,,358.0,1,,1,1.2849787304166431,0.7779462174602517,1.1892071574679166,0.1388542090227755,-0.9546745569615671,0.5298439842459937,0,0,0,0,0,0 +2032,US_TX_48317,48317,Martin County,TX,Texas,32.3,-101.96,google,5531.0,2371.0,2.3327709827077183,8.61830469278465,1.2038040849059306,0.1782679443138673,0.15476405713252575,0.12222021334297595,0.1366841439161092,0.11480744892424516,0.12402820466461761,0.08967636955342614,0.05170855179895136,0.027843066353281504,0.3020791900198879,0.5735310070511661,0.12438980292894594,1.0,0.491231242090038,0.508768757909962,,358.0,1,,1,-1.5944985516297103,-1.5423535352335358,2.608609835372185,-0.5934134661723687,-1.4494498019218314,-0.4949715790845675,0,0,0,0,0,0 +2033,US_TX_48319,48319,Mason County,TX,Texas,30.72,-99.22,google,4179.0,2414.0,1.7311516155758078,8.338066525518801,1.0047233574558228,0.1048097631012204,0.1265853074898301,0.08064130174682939,0.09499880354151712,0.09810959559703278,0.13089255802823643,0.15649676956209618,0.13878918401531468,0.06867671691792294,0.2060780090930845,0.5082077051926298,0.2857142857142857,1.0,0.49270160325436707,0.5072983967456329,,358.0,1,,1,-1.8058821033198615,-1.681284451892973,-0.5476229609451463,-2.744134785799635,2.363798566506375,-0.4230227088083953,0,0,0,0,0,0 +2034,US_TX_48321,48321,Matagorda County,TX,Texas,28.78,-96.0,google,36805.0,4174.0,8.817680881648299,10.51341615434514,2.2841849317106186,0.1458225784540144,0.13571525607933704,0.12669474256215188,0.11971199565276457,0.10463252275506045,0.13585110718652357,0.12240184757505773,0.06982746909387312,0.039342480641217224,0.25439478331748405,0.5752343431598967,0.1703708735226192,1.0,0.49705203097405243,0.5029479690259475,,358.0,1,,1,-0.16501663807813738,-0.7883965685779305,1.0408886172153702,-0.537332386690634,-0.3625890887019257,-0.2101441540403023,0,0,0,0,0,0 +2035,US_TX_48323,48323,Maverick County,TX,Texas,28.75,-100.32,google,58111.0,3346.0,17.36730424387328,10.970127461960965,2.91057214071075,0.17430434857428026,0.17618006917795254,0.15461788645867391,0.11932336390700556,0.11808435580182754,0.09834626834850545,0.0814647829154549,0.04966357488255236,0.028015349933747484,0.31524840391664233,0.5663402798093304,0.11841131627402729,1.0,0.5012648207740359,0.4987351792259641,,358.0,1,,1,0.17948054174142075,-0.35126460585720787,3.041574351031068,-0.8301628334369321,-1.5907640902984623,-0.004000606337111181,0,0,0,0,0,0 +2036,US_TX_48325,48325,Medina County,TX,Texas,29.35,-99.11,google,50183.0,3456.0,14.520543981481481,10.823451529776579,2.742164564494012,0.12081780682701314,0.14132275870314648,0.1322957973815834,0.11523822808520814,0.12466373074547157,0.1393300520096447,0.11772911145208537,0.07068130641850826,0.03792120837733894,0.23387601378953032,0.5986569156885798,0.1674670705218899,1.0,0.4831317378395074,0.5168682621604926,,358.0,1,,1,0.06884293732408013,-0.4687898893734091,0.3662926101768488,0.2338384614555191,-0.43122666846408586,-0.8913028987359783,0,0,0,0,0,0 +2037,US_TX_48329,48329,Midland County,TX,Texas,31.89,-102.02,google,165318.0,2336.0,70.76969178082192,12.015632219732465,4.27346226689217,0.17016295866148876,0.13684535259318403,0.15695205603745507,0.15973457215790174,0.1107562394899527,0.11047798787790804,0.08545348963815193,0.04015896635575073,0.02945837718820697,0.279639240736036,0.6080166709009304,0.11234408836303367,1.0,0.49730216915278436,0.5026978308472156,,358.0,1,,1,0.968104415366161,0.599844911179965,1.8708511620555268,0.5420014677482604,-1.7341759676095048,-0.19790419571624418,0,0,0,0,0,0 +2038,US_TX_48331,48331,Milam County,TX,Texas,30.79,-96.98,google,24939.0,1646.0,15.15127582017011,10.124228219234027,2.781999044701424,0.13107983479690444,0.13966077228437387,0.10810377320662416,0.10706122939973535,0.1128353181763503,0.133565900797947,0.12999719315128916,0.08484702674525843,0.0528489514415173,0.24280845262440354,0.5544969726131762,0.2026945747624203,1.0,0.5099643129235334,0.49003568707646655,,358.0,1,,1,-0.4585809616012063,-0.44099091093510234,0.6599645851416275,-1.2200949488836552,0.40145055913157335,0.42168979362552506,0,0,0,0,0,0 +2039,US_TX_48337,48337,Montague County,TX,Texas,33.67,-97.73,google,19399.0,2431.0,7.979843685726038,9.87302834505142,2.1949824752278664,0.12536728697355534,0.12485179648435486,0.10577864838393732,0.1059848445796175,0.11052116088458168,0.14005876591576885,0.13480076292592402,0.09948966441569153,0.0531470694365689,0.22524872416103925,0.5547141605237383,0.22003711531522244,1.0,0.5074488375689469,0.4925511624310531,,358.0,1,,1,-0.6480609389608416,-0.850647592100678,0.08265303193527132,-1.2129441978297228,0.8113785088487155,0.29860057285394925,0,0,0,0,0,0 +2040,US_TX_48339,48339,Montgomery County,TX,Texas,30.3,-95.5,google,571615.0,2789.0,204.95338831122265,13.256222716248612,5.327649872852716,0.14242103513728646,0.1465234467255058,0.12070536987307891,0.13428094084304995,0.13758036440611252,0.1332802673127892,0.10326705912196146,0.056711247955354566,0.02523026862486114,0.2596397925176911,0.6067851613411125,0.13357504614119645,1.0,0.5046473587991918,0.49535264120080824,,358.0,1,,1,1.9038813935886056,1.335522604862399,1.213328892375127,0.5014549278418582,-1.232336980061209,0.16151640776820061,0,0,0,0,0,0 +2041,US_TX_48341,48341,Moore County,TX,Texas,35.84,-101.89,google,21604.0,2356.0,9.169779286926994,9.980680048366034,2.319420507457908,0.1844102943899278,0.16135900759118682,0.13816885761895945,0.13539159414923163,0.11465469357526384,0.10822069987039437,0.08623403073504907,0.043510461025735976,0.028050361044251064,0.3134975004628773,0.5718246620996112,0.11467783743751157,1.0,0.48060544343640066,0.5193945565635993,,358.0,1,,1,-0.5668592967500207,-0.7638069917751191,2.9840098622340805,-0.6495936095750222,-1.6790128287174677,-1.0149215257088187,0,0,0,0,0,0 +2042,US_TX_48343,48343,Morris County,TX,Texas,33.12,-94.73,google,12375.0,670.0,18.470149253731343,9.423514392252901,2.968882485185817,0.12856565656565658,0.1242020202020202,0.11046464646464646,0.10901010101010102,0.10674747474747474,0.1317979797979798,0.13802020202020202,0.09195959595959596,0.059232323232323233,0.22792727272727276,0.5518707070707071,0.2202020202020202,1.0,0.5187070707070707,0.4812929292929293,,358.0,1,,1,-0.9871291565555181,-0.3105720199278195,0.17071572814023622,-1.3065627962288937,0.8152763877054798,0.8494973016609693,0,0,0,0,0,0 +2043,US_TX_48347,48347,Nacogdoches County,TX,Texas,31.61,-94.61,google,65317.0,2540.0,25.71535433070866,11.087022928122076,3.2852384686835086,0.1320789381018724,0.16179555092854847,0.1954008910390863,0.10651132170797802,0.09614648560099208,0.1085016151997183,0.10364836106985931,0.06153068879464764,0.034386147557297485,0.2615153788447112,0.590743604268414,0.14774101688687477,1.0,0.520538297839766,0.4794617021602339,,358.0,1,,1,0.26765475103879527,-0.08979913376762112,1.274992582555968,-0.02670145456185401,-0.8974940355774691,0.9391043496522179,0,0,0,0,0,0 +2044,US_TX_48349,48349,Navarro County,TX,Texas,32.05,-96.47,google,48739.0,2813.0,17.326341983647353,10.794255327179197,2.908339477486844,0.14509940704569235,0.14415560434149244,0.12006811793430312,0.113687190955908,0.11651859906850777,0.1291368308746589,0.11733929707215987,0.07382178542850694,0.04017316727877059,0.2604238905188863,0.5669115082377563,0.17266460124335747,1.0,0.5091405240156753,0.49085947598432467,,358.0,1,,1,0.04682025190220113,-0.3528226971514382,1.2391076984586287,-0.8113555606194441,-0.30837193989902495,0.38137950612315213,0,0,0,0,0,0 +2045,US_TX_48351,48351,Newton County,TX,Texas,30.78,-93.75,google,13908.0,2433.0,5.716399506781751,9.54029139160713,1.9045522232682615,0.10626977279263733,0.12108139200460166,0.12453264308311764,0.10993672706356054,0.11583261432269197,0.14746908254242164,0.13711532930687373,0.09117054932412999,0.04659188955996549,0.20313488639631866,0.5905450100661489,0.20632010353753236,1.0,0.48310324992809894,0.5168967500719011,,358.0,1,,1,-0.8990443067291977,-1.0533278899235372,-0.644384066271557,-0.03324002154505502,0.4871476675164258,-0.8926968916488028,0,0,0,0,0,0 +2046,US_TX_48355,48355,Nueces County,TX,Texas,27.74,-97.52,google,361235.0,3021.0,119.57464415756372,12.79728676333255,4.792269014738271,0.1352609796946586,0.1405068722576716,0.14690160145057926,0.13784101762010878,0.11777928495300843,0.12244937506055614,0.10586737165557047,0.05914709261284205,0.03424640469500464,0.2476664775007959,0.6060063393635722,0.14632718313563192,1.0,0.5059448835245755,0.4940551164754246,,358.0,1,,1,1.5577061645960786,0.9619005354011704,0.8196819687422083,0.47581279121322223,-0.9309130129829585,0.22500790932003523,0,0,0,0,0,0 +2047,US_TX_48359,48359,Oldham County,TX,Texas,35.4,-102.6,google,2104.0,3889.0,0.5410131139110311,7.652070746116482,0.432440066302438,0.0817490494296578,0.1958174904942966,0.10313688212927756,0.13545627376425856,0.13307984790874525,0.13925855513307986,0.1188212927756654,0.06226235741444867,0.030418250950570342,0.23840304182509506,0.6095057034220532,0.1520912547528517,1.0,0.48051330798479086,0.5194866920152091,,358.0,1,,1,-2.3233284801260363,-2.080659334872267,0.5151278038458899,0.5910267603725156,-0.7946668815193708,-1.0194299701757499,0,0,0,0,0,0 +2048,US_TX_48361,48361,Orange County,TX,Texas,30.13,-93.89,google,84971.0,983.0,86.44048830111902,11.350077069439774,4.47095842826622,0.13883560273505077,0.132150969154182,0.1279848418872321,0.12700803803650657,0.12026456085017241,0.13590519118287417,0.11302679737792894,0.06705817278836308,0.03776582598768992,0.2445563780583964,0.5941062244765861,0.1613373974650175,1.0,0.5050193595461981,0.4949806404538019,,358.0,1,,1,0.4660763979581025,0.7376700190538217,0.717431165521423,0.08401032463122739,-0.5761145700370832,0.17971944123937794,0,0,0,0,0,0 +2049,US_TX_48363,48363,Palo Pinto County,TX,Texas,32.75318,-98.31302,google,28544.0,2552.0,11.184952978056426,10.25923706839836,2.500201828067379,0.12874859865470853,0.1305002802690583,0.12132146860986547,0.10744815022421525,0.11200252242152467,0.1375420403587444,0.1303601457399103,0.08796945067264574,0.044107343049327355,0.23314882286995517,0.5695943105381166,0.19725686659192826,1.0,0.507742432735426,0.492257567264574,358.0,358.0,0,,1,-0.35674383383094316,-0.6376465396365674,0.3423847393841214,-0.7230262824052868,0.2729187240925718,0.3129670027210995,0,0,0,0,0,0 +2050,US_TX_48365,48365,Panola County,TX,Texas,32.16,-94.31,google,23211.0,2127.0,10.912552891396333,10.052424665310498,2.4775927089617613,0.12257119469217181,0.13933048985394855,0.11378225841195985,0.11886605488776873,0.11503166602042135,0.13166171211925382,0.13489293869286115,0.08181465684373788,0.042049028477876865,0.2340355865753307,0.574654258756624,0.19131015466804532,1.0,0.5073887380983154,0.4926112619016845,,358.0,1,,1,-0.5127423572469751,-0.6534245894881937,0.371538887931774,-0.5564312359191025,0.1323554992816638,0.29565973823383573,0,0,0,0,0,0 +2051,US_TX_48367,48367,Parker County,TX,Texas,32.78,-97.81,google,133501.0,2357.0,56.64022061943148,11.801871737983632,4.054220598664445,0.12998404506333286,0.14095025505426925,0.111722009572962,0.12456835529321877,0.1282012868817462,0.1469801724331653,0.11904779739477607,0.06728788548400387,0.03125819282252568,0.24274424910674824,0.5991857738893341,0.15806997700391756,1.0,0.5022209571463884,0.4977790428536116,,358.0,1,,1,0.8068649586429053,0.44684443581021516,0.657853764773521,0.2512507259164498,-0.6533470243251095,0.0427858115101721,0,0,0,0,0,0 +2052,US_TX_48373,48373,Polk County,TX,Texas,30.8,-94.83,google,48990.0,2874.0,17.045929018789145,10.79939188675334,2.8929201202158614,0.11120636864666258,0.1134721371708512,0.11712594407021841,0.12216778934476424,0.1184119208001633,0.14551949377423964,0.16374770361298224,0.08042457644417228,0.027924066135946113,0.20198407838334356,0.6077934272300469,0.19022249438660951,1.0,0.4598693610941008,0.5401306389058992,,358.0,1,,1,0.050694756994935856,-0.3635832839113688,-0.6822192049412175,0.5346513352720936,0.10664632779088641,-2.029595834767383,0,0,0,0,0,0 +2053,US_TX_48375,48375,Potter County,TX,Texas,35.4,-101.89,google,120340.0,2388.0,50.39363484087102,11.698084658528748,3.9395143290121166,0.1593900614924381,0.13966262256938675,0.14737410669768988,0.1427455542629217,0.12061658633870699,0.11521522353332225,0.09346019611101879,0.05003323915572545,0.031502409838790095,0.2711201595479475,0.6006140934020275,0.12826574705002494,0.9999999999999999,0.4840950639853748,0.5159049360146253,,358.0,1,,1,0.728578400859686,0.3667952648357097,1.5907691549306762,0.29827708771674344,-1.3578335925242178,-0.8441646652297353,0,0,0,0,0,0 +2054,US_TX_48381,48381,Randall County,TX,Texas,34.97,-101.9,google,134015.0,2389.0,56.09669317706153,11.805714474790154,4.044746202148901,0.13222400477558482,0.1381263291422602,0.14110360780509645,0.14517031675558706,0.11655411707644667,0.12091930007834945,0.10833115696004178,0.06260493228369958,0.034966235122934,0.242725068089393,0.6055381860239525,0.15173674588665448,1.0,0.5083684662164683,0.4916315337835317,,358.0,1,,1,0.8097635336739165,0.44023261250838713,0.6572231500721302,0.4603991893326063,-0.8030464549869559,0.343600565963097,0,0,0,0,0,0 +2055,US_TX_48395,48395,Robertson County,TX,Texas,31.03,-96.51,google,17153.0,2242.0,7.650758251561106,9.749986661550366,2.157646976241962,0.13391243514254067,0.1292485279542937,0.1199207135777998,0.11601469130764298,0.11140908295924912,0.13210517110709497,0.12779105695796653,0.0820264676732933,0.04757185332011893,0.23731125750597565,0.5691948930216288,0.1934938494723955,1.0,0.5087156765580365,0.4912843234419635,,358.0,1,,1,-0.7408712378510524,-0.8767026259780739,0.4792331883709299,-0.7361768082314782,0.1839717853286704,0.36059053579505945,0,0,0,0,0,0 +2056,US_TX_48397,48397,Rockwall County,TX,Texas,32.89,-96.41,google,96824.0,385.0,251.4909090909091,11.480660504382953,5.5313752444669095,0.13612327522101958,0.16176774353466084,0.10302197802197802,0.1371147649343138,0.1501900355283814,0.1358444187391556,0.09590597372552259,0.05401553333884161,0.02601627695612658,0.2655374700487483,0.6064777327935222,0.12798479715772948,1.0,0.5059179542262249,0.4940820457737751,,358.0,1,,1,0.5645754373270097,1.4776948431682775,1.4072269576480865,0.49133307066757953,-1.364474442690967,0.22369018368863366,0,0,0,0,0,0 +2057,US_TX_48401,48401,Rusk County,TX,Texas,32.11,-94.76,google,54213.0,2431.0,22.3006993006993,10.900694456656394,3.148483373026826,0.1207090550237028,0.12613210853485327,0.13408223119915888,0.13232988397616807,0.1308357773965654,0.13315994318705845,0.11464039990408205,0.06983564827624371,0.03827495250216738,0.22161474185158545,0.6129544574179625,0.1654308007304521,1.0,0.462601221109328,0.537398778890672,,358.0,1,,1,0.12710725009097254,-0.18523534721120258,-0.036821479061423794,0.7045744307155528,-0.4793582497703883,-1.895918309396989,0,0,0,0,0,0 +2058,US_TX_48405,48405,San Augustine County,TX,Texas,31.4,-94.18,google,8302.0,1534.0,5.411994784876141,9.02437217426203,1.8581704214088817,0.10563719585642015,0.11033485907010358,0.10081907973982172,0.09106239460370995,0.0981691158756926,0.15755239701276802,0.15020476993495543,0.11720067453625632,0.06901951337027222,0.19390508311250304,0.5447723440134907,0.2613225728740063,1.0,0.5073476270778126,0.49265237292218744,,358.0,1,,1,-1.2882019921780667,-1.0856959967271198,-0.947832498329363,-1.5402711411418777,1.7872483889668185,0.2936480614071896,0,0,0,0,0,0 +2059,US_TX_48407,48407,San Jacinto County,TX,Texas,30.58,-95.16,google,28231.0,1626.0,17.362238622386222,10.248211365355106,2.9102963070834367,0.11466118805568347,0.12298537069179272,0.10722255676384117,0.1014841840529914,0.1106584959795969,0.14710778930962418,0.15302327228932733,0.09741064786936346,0.04544649498777939,0.21304948460911766,0.5675817363890758,0.2193687790018065,1.0,0.5015054372852538,0.4984945627147462,,358.0,1,,1,-0.36506051778553433,-0.3514570997222794,-0.3184216172741354,-0.7892887952685591,0.7955809540529831,0.007773430254653178,0,0,0,0,0,0 +2060,US_TX_48409,48409,San Patricio County,TX,Texas,28.01,-97.52,google,67210.0,1833.0,36.666666666666664,11.115592203591607,3.628775530044231,0.14704657045082578,0.1483261419431632,0.1300401725933641,0.13432524921886624,0.11846451420919506,0.12219907751822645,0.10144323761345038,0.06576402321083172,0.03239101324207707,0.2657074840053564,0.5854158607350097,0.14887665525963398,1.0,0.49781282547239997,0.5021871745276001,,358.0,1,,1,0.2892045455471028,0.14994239949202495,1.4128165099900236,-0.20211346339774047,-0.8706507995274848,-0.17291635858678905,0,0,0,0,0,0 +2061,US_TX_48419,48419,Shelby County,TX,Texas,31.79,-94.14,google,25225.0,2161.0,11.672836649699214,10.135630487647138,2.539460856385293,0.14434093161546085,0.14311199207135777,0.11809712586719524,0.11294350842418235,0.11825569871159564,0.12753221010901883,0.11607532210109019,0.07655104063429138,0.04309217046580773,0.2588305252725471,0.5634886025768088,0.1776808721506442,1.0,0.5028741328047572,0.4971258671952428,,358.0,1,,1,-0.4499802345196547,-0.6102491473262869,1.1867225965415746,-0.9240521936833257,-0.18980167379591065,0.07474751714524888,0,0,0,0,0,0 +2062,US_TX_48423,48423,Smith County,TX,Texas,32.38,-95.27,google,227195.0,2459.0,92.39324928832859,12.33356836004035,4.536819065195769,0.13640264970619953,0.13875305354431217,0.1411298664143137,0.1263848236096745,0.11534144677479698,0.12032835229648539,0.11007284491296024,0.07024802482448998,0.041338937916767536,0.24740509254164922,0.5859715222606131,0.16662338519773762,1.0,0.5174673738418539,0.48253262615814607,,358.0,1,,1,1.2079235349551902,0.7836316687704662,0.8110884100738849,-0.1838187193231093,-0.4511689712704819,0.7888354784973005,0,0,0,0,0,0 +2063,US_TX_48427,48427,Starr County,TX,Texas,26.57,-98.73,google,64130.0,3184.0,20.141331658291456,11.068683145347391,3.051229970808746,0.19167316388585684,0.17149539996881336,0.1533291751130516,0.1202713238733822,0.11786995166068923,0.09561827537813816,0.07241540620614377,0.04975830344612506,0.02756900046779978,0.32886948386090753,0.5575955091220958,0.11353500701699673,1.0,0.5135661936691096,0.4864338063308904,,358.0,1,,1,0.2538210592973661,-0.2531048215268064,3.4893948760111617,-1.1180779298448988,-1.7060260641618177,0.5979398584400122,0,0,0,0,0,0 +2064,US_TX_48437,48437,Swisher County,TX,Texas,34.53,-101.73,google,7446.0,2333.0,3.191598799828547,8.915566545710645,1.433082236290845,0.13940370668815472,0.14088100993822186,0.13953800698361538,0.12543647596024712,0.10703733548213806,0.11710985764168681,0.10676873489121676,0.07319366102605426,0.050631211388665054,0.2521085146387322,0.5706822455009402,0.1772092398603277,1.0,0.4664249261348375,0.5335750738651625,,358.0,1,,1,-1.370274039791954,-1.3823489775353506,0.9657229149249825,-0.6872068297392279,-0.2009497092986221,-1.7088137642492245,0,0,0,0,0,0 +2065,US_TX_48439,48439,Tarrant County,TX,Texas,32.77,-97.29,google,2056451.0,2324.0,884.8756454388985,14.53649272575294,6.786576585719288,0.144840309834759,0.14752016945699167,0.14279698373557162,0.14455000386588351,0.1329153964767456,0.1266662808887739,0.09036490536365807,0.04626465692593697,0.024081293451679617,0.26285644540035236,0.6216151515402021,0.11552840305944562,1.0,0.5107376737884831,0.48926232621151683,,358.0,1,,1,2.8695886145992153,2.3536524266367818,1.319082855239032,0.9897213685082742,-1.658907895392519,0.4595324964245516,0,0,0,0,0,0 +2066,US_TX_48441,48441,Taylor County,TX,Texas,32.31,-99.88,google,136634.0,2381.0,57.385132297354055,11.82506841584702,4.06706127347277,0.14230718561997746,0.14255602558660363,0.18256802845558207,0.129609028499495,0.09849671384867603,0.10937980297729702,0.0938199862406136,0.06117071885475065,0.040092509917004554,0.2563520060892604,0.5954747720186777,0.148173221892062,1.0,0.5110660596923167,0.4889339403076833,,358.0,1,,1,0.8243622046533814,0.4558054575248528,1.105236270466528,0.12906873858087753,-0.887277948084725,0.47560133404665006,0,0,0,0,0,0 +2067,US_TX_48445,48445,Terry County,TX,Texas,33.17,-102.34,google,12429.0,2308.0,5.385181975736568,9.427868184504756,1.8539799895852727,0.1552820017700539,0.14868452811972002,0.13734009172097514,0.13291495695550729,0.10242175557164696,0.11996138064204682,0.09727250784455709,0.06179097272507845,0.04433180465041436,0.2742296242658299,0.5710113444363988,0.15475903129777135,1.0,0.4767076997344919,0.5232923002655081,,358.0,1,,1,-0.9838450925805879,-1.088620340745296,1.692999090300482,-0.6763714910986565,-0.7316082906495519,-1.2056489896692555,0,0,0,0,0,0 +2068,US_TX_48449,48449,Titus County,TX,Texas,33.22,-94.97,google,32619.0,1103.0,29.57298277425204,10.392680876175005,3.4201167030844233,0.1591710352861829,0.15981483184646986,0.13685275452956866,0.11364542138017719,0.12124835218737545,0.11753885772096018,0.10000306569790612,0.059229283546399336,0.032496397804960296,0.28702290076335885,0.5712498850363285,0.1417272142003127,1.0,0.5066678929458291,0.4933321070541709,,358.0,1,,1,-0.25608721623279224,0.00432728912995307,2.1136039043667103,-0.6685177185662078,-1.039643093715754,0.26038677562868723,0,0,0,0,0,0 +2069,US_TX_48451,48451,Tom Green County,TX,Texas,31.41,-100.46,google,117566.0,3990.0,29.46516290726817,11.674763662822782,3.4165838310443806,0.13453719612813228,0.14044876920198016,0.16178997329159792,0.1386285150468673,0.10232550227106477,0.11398703706854023,0.1040351802391848,0.06387901263970876,0.040368814112923805,0.2468962114897164,0.5968383716380585,0.15626541687222495,0.9999999999999999,0.5028834867223517,0.4971165132776483,,358.0,1,,1,0.7109873819439746,0.0018618312363122206,0.7943579172817242,0.17396424584089074,-0.6960016534247961,0.07520523040638977,0,0,0,0,0,0 +2070,US_TX_48453,48453,Travis County,TX,Texas,30.33,-97.78,google,1227585.0,2650.0,463.2396226415094,14.020560197296446,6.140400847029854,0.12582591022210274,0.12063767478423083,0.16951738576147476,0.1830879328111699,0.14272249986762628,0.11493542198707218,0.08585311811402062,0.037884952976779615,0.01953510347552308,0.22233605004948742,0.6773173344411996,0.100346615509313,1.0,0.4948822281145501,0.5051177718854499,,358.0,1,,1,2.4804208885836716,1.9027107968313015,-0.013107014629922812,2.823674474160993,-2.0177618374962636,-0.3163186560949951,0,0,0,0,0,0 +2071,US_TX_48455,48455,Trinity County,TX,Texas,31.09,-95.12,google,14677.0,1849.0,7.937804218496485,9.594105053105007,2.190289945874005,0.10949104040335218,0.11044491381072426,0.09640934795939225,0.09531920692239558,0.10356339851468284,0.1401512570688833,0.16788171969748586,0.11814403488451318,0.05859508073857055,0.1978469714519316,0.5414730530762417,0.26067997547182664,1.0,0.5153641752401718,0.4846358247598283,,358.0,1,,1,-0.8584526806567878,-0.8539223310115386,-0.8182349544636117,-1.6488978510066241,1.7720592282572303,0.6859201084313987,0,0,0,0,0,0 +2072,US_TX_48457,48457,Tyler County,TX,Texas,30.77,-94.38,google,21517.0,2423.0,8.880313660751135,9.976645073153854,2.2905442582954385,0.10391783241158153,0.10847237068364549,0.14198075939954455,0.11888274387693451,0.10893711948691732,0.12896779290793325,0.13170981084723707,0.10205883719849422,0.05507273318771204,0.19069572895849793,0.5863177952316773,0.22298647580982478,1.0,0.459775991076823,0.540224008923177,,358.0,1,,1,-0.5699028771432768,-0.7839586348659032,-1.0533465007413902,-0.17241793828342536,0.8810929371845181,-2.0341646899736965,0,0,0,0,0,0 +2073,US_TX_48459,48459,Upshur County,TX,Texas,32.73,-94.94,google,41069.0,1535.0,26.755048859934853,10.623033206950604,3.323417764541759,0.12561786262144195,0.13625849180647204,0.11468504224597628,0.11497723343641189,0.11665733278141664,0.1426866979960554,0.12868587012101584,0.07925686040565877,0.041174608585551144,0.23462465606661959,0.5806009398816626,0.18477440405171783,1.0,0.5041028512990333,0.4958971487009667,,358.0,1,,1,-0.08233253358366446,-0.06315524593911245,0.3909057376909823,-0.3606411654119079,-0.022130911856108507,0.1348721380175243,0,0,0,0,0,0 +2074,US_TX_48463,48463,Uvalde County,TX,Texas,29.35,-99.76,google,27043.0,4037.0,6.698786227396582,10.205220448210568,2.0410626836286427,0.1519432015678734,0.15649151351551233,0.14303146840217432,0.1167030285101505,0.11104537218503864,0.10450024035794846,0.0999519284103095,0.0708501275746034,0.04548311947638945,0.27713641238028325,0.5565543763635691,0.16630921125614762,0.9999999999999999,0.5108161076803609,0.4891838923196391,,358.0,1,,1,-0.3974885515722686,-0.9580623982087624,1.788565622818224,-1.1523564546073926,-0.45859514273240953,0.4633704853818734,0,0,0,0,0,0 +2075,US_TX_48465,48465,Val Verde County,TX,Texas,29.89,-101.15,google,49028.0,8372.0,5.8561872909699,10.800167238761167,1.9251514987417675,0.1658848005221506,0.14966957656849147,0.15839928204291426,0.12845720812596884,0.11248674226972342,0.10102390470751407,0.08376845883984661,0.06251529738108835,0.037794729542302355,0.28562046177694383,0.5721852818797422,0.14219425634331403,1.0,0.4895977808599168,0.5104022191400832,,358.0,1,,1,0.05127960474363431,-1.0389524339931198,2.0674958890170654,-0.6377204704754944,-1.028603556138827,-0.5749013902073834,0,0,0,0,0,0 +2076,US_TX_48467,48467,Van Zandt County,TX,Texas,32.56,-95.84,google,55163.0,2226.0,24.78122192273136,10.918065845594228,3.2496463944766685,0.1197360549643783,0.13596069829414645,0.10530609285209289,0.10717328644199917,0.12082374055073147,0.14123597338795932,0.1320631582763809,0.09047731269147799,0.04722368254083353,0.22850461359969546,0.5677628120298026,0.20373257437050196,1.0,0.5108859199100847,0.48911408008991536,,358.0,1,,1,0.14021048269949452,-0.11463749737369269,0.18969697585618198,-0.7833270139455693,0.42598589464672415,0.46678659237785747,0,0,0,0,0,0 +2077,US_TX_48469,48469,Victoria County,TX,Texas,28.8,-96.97,google,92045.0,2302.0,39.98479582971329,11.430043731072828,3.7132011645069642,0.1422782334727579,0.14080069531207562,0.13811722527024825,0.1320006518550709,0.1087837470802325,0.1223206040523657,0.1093812808952143,0.06653267423542833,0.03978488782660655,0.2549187897224184,0.5840730077679396,0.161008202509642,1.0,0.5098049866912923,0.4901950133087077,,358.0,1,,1,0.5263952228980473,0.20885985943752203,1.0581163865486982,-0.24632590250035905,-0.5838957952101442,0.4138935169737685,0,0,0,0,0,0 +2078,US_TX_48471,48471,Walker County,TX,Texas,30.74,-95.57,google,72816.0,2076.0,35.07514450867052,11.195704723407564,3.585604110436264,0.08531092067677433,0.11250274664908812,0.2296335970116458,0.13529993408042187,0.1356981981981982,0.12458800263678313,0.09448472863107009,0.05567457701604043,0.026807295099978028,0.17531311799604482,0.6949626455724017,0.1297242364315535,1.0,0.4191111843550868,0.5808888156449132,,358.0,1,,1,0.34963339126346715,0.11981469714511064,-1.5590809171721947,3.404633270817007,-1.323359084015277,-4.0240070325268835,0,0,0,0,0,0 +2079,US_TX_48473,48473,Waller County,TX,Texas,30.01,-95.98,google,51717.0,1343.0,38.50856291883842,10.853561162377853,3.676517431168493,0.13436587582419707,0.1797668078194791,0.19916081752615195,0.10512984125142603,0.10068256086006536,0.11417909004775992,0.09111124001778913,0.051085716495543054,0.024518050157588414,0.27817932207978036,0.6006612912581937,0.12115938666202603,1.0,0.5024073322118452,0.49759266778815475,,358.0,1,,1,0.09155462267886268,0.1832596681760076,1.8228533864204235,0.2998310421649898,-1.5258075831246218,0.05190566296747357,0,0,0,0,0,0 +2080,US_TX_48477,48477,Washington County,TX,Texas,30.21,-96.41,google,34861.0,1609.0,21.666252330640148,10.459152689774811,3.1208771368103427,0.1196752818335676,0.13834944493846993,0.11545853532600901,0.10573420154327186,0.10438599007486876,0.13023149077765986,0.13430481053326065,0.08906801296577838,0.06279223200711397,0.2303548377843435,0.5506325119761337,0.21901265023952268,0.9999999999999999,0.5080175554344396,0.4919824445655604,,358.0,1,,1,-0.20594755045099603,-0.2045006962592875,0.2505268343615501,-1.3473294524142134,0.7871630908850215,0.3264295232647478,0,0,0,0,0,0 +2081,US_TX_48479,48479,Webb County,TX,Texas,27.77,-99.33,google,273691.0,8743.0,31.304014640283654,12.519758665518655,3.4751915147738104,0.18875300978110351,0.1782703852154437,0.1508818338929669,0.1268547376420854,0.12694973528541312,0.09804122166969319,0.06935558714024209,0.03948248206919482,0.02141100730385727,0.3313693179534585,0.5730593991033684,0.09557128294317314,1.0,0.5094760149219375,0.4905239850780625,,358.0,1,,1,1.348366817346992,0.04276191899521735,3.571581972795703,-0.6089408084679349,-2.1306370118166096,0.3977960113186675,0,0,0,0,0,0 +2082,US_TX_48481,48481,Wharton County,TX,Texas,29.28,-96.22,google,41837.0,2835.0,14.75731922398589,10.641560296449066,2.7573049699601917,0.1397566747137701,0.14690345866099386,0.12548700910677152,0.12269044147524918,0.10820565528121041,0.1278772378516624,0.11810120228505867,0.06697420943184262,0.04400411119344121,0.25727944164256517,0.5726916365896216,0.17002892176781317,0.9999999999999999,0.5096923775605325,0.49030762243946746,,358.0,1,,1,-0.06835755644591039,-0.4582239725367877,1.1357275881935784,-0.6210491167801491,-0.3706718480486908,0.40838323831740814,0,0,0,0,0,0 +2083,US_TX_48485,48485,Wichita County,TX,Texas,33.99,-98.71,google,131689.0,1639.0,80.34716290420988,11.788205954704265,4.398725957878158,0.12929705594240976,0.13867521205263916,0.17211004715655825,0.13265344865554451,0.10527834519208135,0.12082254402417818,0.10173211126214035,0.05926083423824313,0.0401704014762053,0.2402372255845211,0.6094654830699603,0.1502972913455186,1.0,0.4816955098755401,0.5183044901244599,,358.0,1,,1,0.7965568630883125,0.6872617075506193,0.5754303009619098,0.5897025350766703,-0.837071034428606,-0.9615815363750825,0,0,0,0,0,0 +2084,US_TX_48489,48489,Willacy County,TX,Texas,26.49,-97.6,google,21508.0,2031.0,10.58985721319547,9.976226731176434,2.450130337447942,0.13157894736842105,0.14208666542681792,0.18532639018039798,0.14297005765296633,0.11377161986237679,0.09963734424400224,0.08912962618560535,0.06090756927654826,0.03459177980286405,0.2452482797098754,0.6146875581179096,0.14006416217221498,1.0,0.44625255718802304,0.553747442811977,,358.0,1,,1,-0.5702184323507312,-0.6725895407967682,0.7401788303224343,0.7616354873123141,-1.0789528768513557,-2.69590400556398,0,0,0,0,0,0 +2085,US_TX_48491,48491,Williamson County,TX,Texas,30.655511,-97.5839,google,546251.0,2940.0,185.79965986394558,13.210835686712466,5.230036704936262,0.13925466498001834,0.14464229813766932,0.11808857100490434,0.16023952358897284,0.15340017684178153,0.11809772430622553,0.08964926379997473,0.052770612776910246,0.023857164563543132,0.25496850349015376,0.6235790872694055,0.12145240924044075,1.0,0.5076164620293602,0.4923835379706399,,358.0,1,,1,1.869645973061769,1.2674020636610253,1.0597508271112008,1.0543824974316507,-1.5188813692619723,0.3068029049407687,0,0,0,0,0,0 +2086,US_TX_48493,48493,Wilson County,TX,Texas,29.17,-98.09,google,49211.0,2095.0,23.489737470167064,10.80389277518006,3.198254151027772,0.12450468391213347,0.14311840848590762,0.11277966308345695,0.12019670398894557,0.13096665379691533,0.1477921602893662,0.12009510068887037,0.06592022108878097,0.03462640466562354,0.2389994107008596,0.6004064132003007,0.1605941760988397,1.0,0.4985064314888948,0.5014935685111053,,358.0,1,,1,0.05408977556319099,-0.15050220202386796,0.5347346356183662,0.29143937093253086,-0.5936821928369624,-0.13897628283245608,0,0,0,0,0,0 +2087,US_TX_48497,48497,Wise County,TX,Texas,33.22,-97.65,google,65848.0,2391.0,27.539941447093266,11.095119521027264,3.3513045604380807,0.13189466650467743,0.1407787632122464,0.11561474911918357,0.126078240796987,0.12623010569797108,0.14771898918721904,0.11312416474304458,0.06830883246264123,0.030251488276029644,0.24451767707447455,0.6003599198153323,0.15512240311019318,1.0,0.4988002672822257,0.5011997327177743,,358.0,1,,1,0.2737620082392906,-0.043694104892490614,0.7161587924784604,0.2899086106765692,-0.7230192225370939,-0.12459807842271897,0,0,0,0,0,0 +2088,US_TX_48499,48499,Wood County,TX,Texas,32.78,-95.38,google,44263.0,1803.0,24.549639489739324,10.697926984577945,3.2406232065595333,0.10182319318618259,0.11528816392924113,0.10668052323611142,0.09387072724397352,0.09983507670063033,0.13451415403384318,0.1618733479429772,0.12674242595395702,0.05937238777308362,0.1940537243295755,0.5388947879718953,0.26705148769852927,1.0,0.5018412669724149,0.4981587330275851,,358.0,1,,1,-0.02584018327742849,-0.1209344392453368,-0.94294561798394,-1.7337853194872808,1.9226635146210236,0.024206512943879297,0,0,0,0,0,0 +2089,US_TX_48503,48503,Young County,TX,Texas,33.18,-98.7,google,17922.0,2411.0,7.433430111986728,9.793840083231597,2.1322035827291708,0.12967302756388796,0.13246289476620912,0.10746568463341145,0.11477513670349292,0.1128222296618681,0.13279767883048768,0.1311795558531414,0.08403080013391362,0.05479299185358777,0.23564334337685525,0.5599430867090726,0.20441356991407209,0.9999999999999999,0.5059145184689209,0.4940854815310791,,358.0,1,,1,-0.7077926171935366,-0.8944586088345499,0.4243971413041268,-1.040785676971274,0.4420826773581306,0.22352206250687065,0,0,0,0,0,0 +2090,US_UT_49003,49003,Box Elder County,UT,Utah,41.51,-113.1,google,53977.0,17428.0,3.0971425292632544,10.896331835126059,1.4102897866497008,0.17418530114678474,0.17224002816014228,0.12270040943364767,0.1348352075884173,0.11039887359430868,0.10730496322507735,0.09233562443262872,0.053244900605813585,0.032754691813179686,0.31197732367489855,0.5558552716897939,0.13216740463530763,1.0,0.49341386145951055,0.5065861385404895,,201.5,1,,1,0.12381652619436875,-1.3982549668398743,2.934030978765167,-1.1753739580672689,-1.2656095905353717,-0.3881699294721084,0,0,0,0,0,0 +2091,US_UT_49005,49005,Cache County,UT,Utah,41.69,-111.75,google,124236.0,3038.0,40.894009216589865,11.72994631071841,3.7351428385813987,0.1720596284490808,0.17713867156057825,0.2271402813999163,0.12115650858044368,0.09510125889436234,0.07835892977880808,0.06713030039602047,0.039328375028172186,0.02258604591261792,0.3137705656975434,0.5907498631636562,0.09547957113880035,1.0,0.4989375060368975,0.5010624939631024,,201.5,1,,1,0.7526116339780632,0.22417212462385333,2.992987433560463,-0.02649538507283991,-2.1328048159982944,-0.11788260361537738,0,0,0,0,0,0 +2092,US_UT_49007,49007,Carbon County,UT,Utah,39.64,-110.58,google,20131.0,3845.0,5.235630689206762,9.91006586789625,1.8302797270567548,0.13859222095275942,0.15359395956485022,0.1196661864785654,0.12845859619492325,0.10714817942476777,0.11410262778798867,0.12935273955590879,0.07038895236202872,0.038696537678207736,0.26146738860463964,0.5647707515771695,0.17376185981819084,0.9999999999999999,0.5044458794893448,0.4955541205106552,,201.5,1,,1,-0.6201235484150412,-1.1051598583587299,1.273414806447854,-0.8818383877127348,-0.28243589226393273,0.1516574635311063,0,0,0,0,0,0 +2093,US_UT_49011,49011,Davis County,UT,Utah,41.01,-112.12,google,346658.0,1641.0,211.24801950030468,12.75609686682028,5.357755494171737,0.18014296511258934,0.17203410854502132,0.13431681945894802,0.15172013915732507,0.12148284476342677,0.09938036912461273,0.07751443786094653,0.040717364087948356,0.022690951889181844,0.3177702519486064,0.5800642131437901,0.10216553490760345,1.0,0.49501525999688456,0.5049847400031154,,201.5,1,,1,1.5266366400432236,1.3565321803247035,3.1244852005536603,-0.37831249562813446,-1.9747677964921924,-0.3098090352774169,0,0,0,0,0,0 +2094,US_UT_49013,49013,Duchesne County,UT,Utah,40.28,-110.44,google,19868.0,8433.0,2.3559824498992055,9.89691600715309,1.2107445591214425,0.1959935574793638,0.16992148177974634,0.11712301187839742,0.14646668008858466,0.10650291926716328,0.1004630561707268,0.08465874773505135,0.051087175357358565,0.027783370243607813,0.3319307429031609,0.5468693376283471,0.12119991946849205,1.0,0.4939601369035635,0.5060398630964364,,201.5,1,,1,-0.6300424837807698,-1.537510040550938,3.590039952393606,-1.471229179907879,-1.5248495037590113,-0.3614391492986821,0,0,0,0,0,0 +2095,US_UT_49015,49015,Emery County,UT,Utah,38.99,-110.69,google,10006.0,11555.0,0.8659454781479878,9.211040127090456,0.6237678834280712,0.14991005396761942,0.16620027983210073,0.1041375174895063,0.12162702378572857,0.10503697781331202,0.11912852288626824,0.1235258844693184,0.07315610633619828,0.03727763341994803,0.28287027783330004,0.5449330401758945,0.1721966819908055,1.0,0.4916050369778133,0.5083949630221867,,201.5,1,,1,-1.1473984205568966,-1.9471388813548614,1.9770780350382466,-1.5349803390447556,-0.3194322098316682,-0.476680753304552,0,0,0,0,0,0 +2096,US_UT_49017,49017,Garfield County,UT,Utah,37.87,-111.44,google,5025.0,13489.0,0.3725257617317814,8.522379718103538,0.31665266415747684,0.12139303482587065,0.1408955223880597,0.103681592039801,0.1154228855721393,0.0999004975124378,0.12298507462686567,0.15024875621890546,0.0955223880597015,0.0499502487562189,0.23410945273631842,0.5452935323383085,0.22059701492537315,1.0,0.47582089552238804,0.524179104477612,,201.5,1,,1,-1.6668547265280615,-2.1614629873586475,0.37396738722310335,-1.5231114016640142,0.8246129307915504,-1.2490427916581273,0,0,0,0,0,0 +2097,US_UT_49019,49019,Grand County,UT,Utah,38.99,-109.56,google,9589.0,9568.0,1.0021948160535117,9.168476167877484,0.694243986874688,0.12243195327979978,0.11252476796329128,0.1071018875795182,0.14224632391281677,0.1210762331838565,0.13181770779017624,0.15017207216602357,0.07320888518093649,0.039420168943581184,0.2124517676504328,0.5998331421420378,0.18771509020752947,1.0,0.4995307122744812,0.5004692877255188,,201.5,1,,1,-1.1795044001249737,-1.89795627196904,-0.3380727699964606,0.27256484604091463,0.04737847997395272,-0.08885536889893283,0,0,0,0,0,0 +2098,US_UT_49021,49021,Iron County,UT,Utah,37.86,-113.28,google,50761.0,8552.0,5.935570626753976,10.834903322155352,1.936663332538109,0.16053663245404937,0.16693918559524043,0.18206891117196272,0.1226926183487323,0.09986012883906936,0.09367427749650323,0.09375307815054865,0.055436260120959,0.02503890782293493,0.29408798093024174,0.57856031205059,0.12735170701916826,1.0,0.49957644648450583,0.5004235535154942,,201.5,1,,1,0.07748102031563389,-1.0309187602053964,2.345882690065492,-0.4278273249728105,-1.3794388789393002,-0.08661746652224252,0,0,0,0,0,0 +2099,US_UT_49023,49023,Juab County,UT,Utah,39.71,-112.8,google,11293.0,8822.0,1.2800952165041941,9.332026890232783,0.8242172037190035,0.1862215531745329,0.1888780660586204,0.12264234481537235,0.12892942530771273,0.11467280616310989,0.09430620738510581,0.08598246701496502,0.053130257681749754,0.025236872398831135,0.3373240060214292,0.5413176303905074,0.1213583635880634,1.0,0.4866731603648278,0.5133268396351722,,201.5,1,,1,-1.056138147375554,-1.8072528754693362,3.7673543746612443,-1.6540150277912027,-1.5211043389209724,-0.7180112231607102,0,0,0,0,0,0 +2100,US_UT_49025,49025,Kane County,UT,Utah,37.29,-111.89,google,7520.0,10641.0,0.7067004980734893,8.925454386826402,0.534561973276767,0.12579787234042553,0.13257978723404254,0.09840425531914894,0.1175531914893617,0.09694148936170213,0.12127659574468085,0.15944148936170213,0.10824468085106383,0.03976063829787234,0.23186170212765955,0.5404122340425532,0.22772606382978725,1.0,0.494281914893617,0.5057180851063829,,201.5,1,,1,-1.3628156446918536,-2.0093923150623807,0.3000680443139725,-1.6838245317944551,0.9931232128878792,-0.3456936553168337,0,0,0,0,0,0 +2101,US_UT_49027,49027,Millard County,UT,Utah,39.05,-113.1,google,12821.0,17684.0,0.7250056548292242,9.458917724547202,0.545230328639819,0.16948755947274002,0.17065751501442944,0.10389205210202013,0.11699555416894158,0.09975820918805085,0.11044380313548086,0.11387567272443647,0.07331721394587006,0.041572420248030574,0.3060135714842836,0.5221589579595975,0.17182747055611886,1.0,0.48919741049840104,0.510802589501599,,201.5,1,,1,-0.96042443537121,-2.0019472729991863,2.737960575553357,-2.2848001240826634,-0.3281593098763483,-0.5944926279943693,0,0,0,0,0,0 +2102,US_UT_49029,49029,Morgan County,UT,Utah,41.08,-111.58,google,11829.0,1582.0,7.47724399494311,9.378393956972433,2.137385396383341,0.1828556936342886,0.19984783160030434,0.10026206779947587,0.1211429537577141,0.12697607574604786,0.10626426578747147,0.0873277538253445,0.052159945895680106,0.023163411953673177,0.34273395891453207,0.5382788063234424,0.11898723476202554,1.0,0.4850790430298419,0.514920956970158,,201.5,1,,1,-1.0211634851284104,-0.8908424168999858,3.945217506998773,-1.7540660589192183,-1.5771510279982464,-0.7960158278268237,0,0,0,0,0,0 +2103,US_UT_49035,49035,Salt Lake County,UT,Utah,40.67,-111.93,google,1136719.0,2092.0,543.3647227533461,13.943657480311957,6.299619468445036,0.15374072220135318,0.1466422220443223,0.1560711134414046,0.1581560614364676,0.12606809598502355,0.10603851963414002,0.08611626972013312,0.043819096892019925,0.023347898645135694,0.27105449983681107,0.6187203697659668,0.11022513039722218,1.0,0.498059766749742,0.5019402332502579,,201.5,1,,1,2.4224131960219997,2.0138234560313584,1.5886104592595935,0.8944128231594949,-1.784262060348758,-0.16083283355882652,0,0,0,0,0,0 +2104,US_UT_49037,49037,San Juan County,UT,Utah,37.63,-109.81,google,15277.0,20547.0,0.7435148683506108,9.634169164101305,0.5559031149725211,0.1633174052497218,0.1783727171565098,0.13281403416901225,0.11075472933167507,0.10676179878248347,0.11533678078156706,0.09929960070694509,0.060941284283563525,0.03240164953852196,0.30601557897492965,0.5509916868495124,0.14299273417555802,1.0,0.4992472344046606,0.5007527655953394,,201.5,1,,1,-0.8282323357254288,-1.9944991387297142,2.738026575864543,-1.3355038857990595,-1.009729828862838,-0.10272673123948618,0,0,0,0,0,0 +2105,US_UT_49043,49043,Summit County,UT,Utah,40.88,-110.97,google,41330.0,4874.0,8.47968814115716,10.629368102712709,2.2491514192234194,0.12146140817807888,0.15296394870554078,0.11473505927897411,0.12385676264214857,0.14360029034599564,0.15499637067505445,0.1191386402129204,0.05308492620372611,0.016162593757561093,0.2438325671425115,0.6273505927897411,0.1288168400677474,1.0,0.48707960319380594,0.5129203968061941,,201.5,1,,1,-0.0775541239228906,-0.8128451330672593,0.6936344191794149,1.1785565226094346,-1.344807333184037,-0.6981228426143059,0,0,0,0,0,0 +2106,US_UT_49045,49045,Tooele County,UT,Utah,40.45,-113.18,google,67486.0,18874.0,3.5756066546572005,11.119690265719694,1.5207392920474654,0.17667368046705983,0.1821711169724091,0.12153631864386688,0.15166108526212843,0.1336425332661589,0.10193225261535727,0.07705301840381709,0.03757816436001541,0.017751830009187092,0.32241057404498713,0.5837329223839018,0.09385650357111104,1.0,0.4937023975343034,0.5062976024656966,,201.5,1,,1,0.2922957123789929,-1.3211764307804836,3.277045165386173,-0.25752296182120543,-2.1711694810973627,-0.37405105506294994,0,0,0,0,0,0 +2107,US_UT_49047,49047,Uintah County,UT,Utah,40.13,-109.52,google,35228.0,11652.0,3.0233436319945075,10.469624886033191,1.3921133061715691,0.18570455319632112,0.1722209605995231,0.12404905189054162,0.15288974679232428,0.11224026342681957,0.10091404564550925,0.08362666061087771,0.04453843533552856,0.023816282502554787,0.3234813216759396,0.5663506301805382,0.1101680481435222,1.0,0.4939820597252186,0.5060179402747814,,201.5,1,,1,-0.19804837647091234,-1.410939645697611,3.312248157232368,-0.8298220551328771,-1.7856113212112725,-0.360366404527115,0,0,0,0,0,0 +2108,US_UT_49049,49049,Utah County,UT,Utah,40.12,-111.67,google,606742.0,5545.0,109.4214607754734,13.315860586645496,4.704304506033683,0.19108451368126814,0.18826618233120504,0.2071028542609544,0.131350722382825,0.10257242781940265,0.07331287433538472,0.05620510859640506,0.03264484739807035,0.01746046919448464,0.3416974595462322,0.5800946695630103,0.07820787089075752,1.0,0.49417215224922617,0.5058278477507738,,201.5,1,,1,1.9488662183993215,0.9005134288522041,3.911140495986955,-0.3773097405886207,-2.541058303960603,-0.35106464746082783,0,0,0,0,0,0 +2109,US_UT_49051,49051,Wasatch County,UT,Utah,40.33,-111.16,google,31890.0,3132.0,10.18199233716475,10.37007911730487,2.414304657321152,0.17184070241455002,0.1742238946378175,0.1094700533082471,0.1374098463468172,0.13198494825964252,0.11135152085293196,0.09730322985261837,0.04844778927563499,0.01796801505174036,0.311219818124804,0.5737127626215115,0.11506741925368454,1.0,0.4905926622765757,0.5094073377234243,,201.5,1,,1,-0.2731357150544432,-0.6975909291466782,2.909126453242467,-0.5874292986704047,-1.6698042312421078,-0.5262190693436997,0,0,0,0,0,0 +2110,US_UT_49053,49053,Washington County,UT,Utah,37.28,-113.52,google,165929.0,6293.0,26.367233433974256,12.019321291656833,3.309346437708863,0.14282614853340886,0.15035949110764243,0.12023817415882697,0.12056964123209324,0.10144097776759939,0.09697521228959374,0.12081070819446872,0.09458864936207655,0.052190997354290086,0.2631137414195228,0.5297012577668763,0.207185000813601,1.0,0.5050111794803802,0.49498882051961984,,201.5,1,,1,0.9708870810302339,-0.07297509319679683,1.3275419817438077,-2.0364754905596385,0.5075913600662739,0.17931916781767518,0,0,0,0,0,0 +2111,US_UT_49057,49057,Weber County,UT,Utah,41.3,-111.92,google,251576.0,1705.0,147.55190615835778,12.435504384685466,5.000934433589049,0.15858825961140968,0.15243107450631221,0.15011368334022324,0.1474464972811397,0.11752313416224124,0.10979187203866823,0.08914204852609152,0.04829554488504468,0.026667885648869526,0.2805331192164594,0.5999324259865806,0.11953445479695997,1.0,0.49693531974433175,0.5030646802556683,,201.5,1,,1,1.2848138427419178,1.1075202459948508,1.9002392232085004,0.2758336930691198,-1.564216314870038,-0.21585515983307108,0,0,0,0,0,0 +2112,US_VT_50001,50001,Addison County,VT,Vermont,44.032776,-73.167923,google,36900.0,807.0,45.72490706319702,10.515993929932415,3.8442773643229984,0.08780487804878048,0.13075880758807587,0.14113821138211383,0.10463414634146341,0.11699186991869918,0.149159891598916,0.1478319783197832,0.07962059620596205,0.042059620596205965,0.19241192411924118,0.6119918699186991,0.19559620596205962,0.9999999999999999,0.5008401084010841,0.499159891598916,,186.5,1,,1,-0.16307222285299278,0.30033298607275094,-0.9969231172066715,0.672881950424894,0.23366546675663688,-0.024782966594932426,0,0,0,0,0,0 +2113,US_VT_50003,50003,Bennington County,VT,Vermont,43.029419,-73.107956,google,35675.0,1755.0,20.327635327635328,10.482233472786097,3.0600036649985083,0.0992011212333567,0.12036440084092502,0.11290819901892081,0.09810791871058164,0.10861948142957253,0.15644008409250176,0.15268395234758234,0.09306236860546602,0.058612473721093204,0.19549264190609672,0.5764905395935529,0.22801681850035038,1.0,0.5133286615276804,0.4866713384723195,,186.5,1,,1,-0.18853772388698264,-0.24698199189941955,-0.8956382952784361,-0.49597304975211126,0.999995819909425,0.5863167486594243,0,0,0,0,0,0 +2114,US_VT_50005,50005,Caledonia County,VT,Vermont,44.458221,-72.095627,google,30141.0,1703.0,17.69876688197299,10.313674826979621,2.9284575795457806,0.10056069805248664,0.1276334560897117,0.1129690454862148,0.10815832255067848,0.11877509040841379,0.1487011048074052,0.15430808533227167,0.08486778806277163,0.044026409210046115,0.202667462924256,0.5912842971367904,0.20604823993895358,1.0,0.49948575030689096,0.5005142496931091,,186.5,1,,1,-0.31568145154651367,-0.33878303396406795,-0.6597515573591669,-0.008899542437051381,0.4807215912890811,-0.09105548330074903,0,0,0,0,0,0 +2115,US_VT_50007,50007,Chittenden County,VT,Vermont,44.475681,-73.127274,google,163031.0,1605.0,101.57694704049844,12.001701779539248,4.630613219776163,0.09607375284455104,0.13314645680882778,0.18740607614502763,0.1270617244573118,0.11495973158479063,0.1339438511694095,0.11074580907925487,0.0597616404242138,0.03690095748661298,0.2025909182916133,0.6453735792579325,0.15203550245045422,1.0,0.510209714716833,0.489790285283167,,186.5,1,,1,0.9575966891938869,0.8490870648806537,-0.6622681168180882,1.7719499999391088,-0.795984706145136,0.43369798740811,0,0,0,0,0,0 +2116,US_VT_50011,50011,Franklin County,VT,Vermont,44.85748,-72.912,google,48969.0,1792.0,27.326450892857142,10.798963144696364,3.34379602865101,0.12101533623312707,0.12279197043027221,0.11866691171965937,0.12718250321632052,0.13051113970062692,0.15417917457983624,0.12632481774183668,0.06516367497804734,0.03416447140027364,0.21924891257734488,0.6182605321734158,0.1624905552492393,1.0,0.5022769507239274,0.49772304927607264,218.0,218.0,0,,1,0.05037135701110566,-0.04893402548804727,-0.11460289668314055,0.879273011090485,-0.5488572253160393,0.04552573333644942,0,0,0,0,0,0 +2117,US_VT_50015,50015,Lamoille County,VT,Vermont,44.600075,-72.633148,google,25360.0,1201.0,21.115736885928392,10.14096783995039,3.09628943140403,0.11072555205047319,0.12555205047318613,0.1258280757097792,0.12535488958990537,0.13075709779179812,0.1463328075709779,0.12673501577287066,0.0721608832807571,0.036553627760252366,0.2111671924290221,0.616750788643533,0.1720820189274448,1.0,0.4991324921135647,0.5008675078864353,,186.5,1,,1,-0.4459542715414827,-0.2216595267217055,-0.3803057759242145,0.8295658238463384,-0.3221425159905979,-0.1083413913770984,0,0,0,0,0,0 +2118,US_VT_50017,50017,Orange County,VT,Vermont,43.995815,-72.374886,google,28964.0,1792.0,16.162946428571427,10.273843483530724,2.8427527826171954,0.0986742162684712,0.11369286010219583,0.10668415964645767,0.11289877088799889,0.11745615246512912,0.16302996823643143,0.1611310592459605,0.08458776412097777,0.04184504902637757,0.18962850435022785,0.6033731528794365,0.2069983427703356,0.9999999999999999,0.4979629885374948,0.5020370114625052,,186.5,1,,1,-0.34572621999816716,-0.39859317305642855,-1.0884336660985248,0.3891170769909179,0.5031792989417212,-0.16556846124504176,0,0,0,0,0,0 +2119,US_VT_50019,50019,Orleans County,VT,Vermont,44.844402,-72.218239,google,26811.0,1868.0,14.352783725910065,10.196604827477849,2.7312968078133966,0.10201036887844542,0.1130879116780426,0.10820185744657043,0.11010406176569319,0.1202118533437768,0.1455372794748424,0.15635373540710903,0.0963783521688859,0.04811457983663422,0.19248069822087951,0.5848495020700458,0.22266979970907463,1.0,0.49800455037111635,0.5019954496288836,,186.5,1,,1,-0.40398731128179033,-0.4763740860809884,-0.9946620296551166,-0.22076040286095644,0.8736076218519874,-0.16353472487589626,0,0,0,0,0,0 +2120,US_VT_50021,50021,Rutland County,VT,Vermont,43.58009,-73.03661,google,59006.0,2447.0,24.113608500204332,10.985411359918002,3.2234098705388505,0.09280412161475105,0.1169203131884893,0.11697115547571434,0.10380300308443209,0.11275124563603701,0.1603735213368132,0.15733993153238654,0.09143137985967528,0.047605328271701185,0.1863403721655425,0.5959529539368879,0.21770667389756973,1.0,0.5065247601938786,0.4934752398061214,155.0,155.0,0,,1,0.19100918063222336,-0.13294697598232305,-1.1965376554426068,0.1448125239820195,0.7562935534832844,0.2533828911054854,0,0,0,0,0,0 +2121,US_VT_50023,50023,Washington County,VT,Vermont,44.249287,-72.580894,google,58253.0,695.0,83.81726618705036,10.9725680385982,4.440499132768362,0.10044117899507321,0.12078347896245686,0.1173845123856282,0.11704118242837279,0.1254527663811306,0.1526788319914854,0.1443359140301787,0.07721490738674402,0.04466722743893018,0.1970679621650387,0.6088819459941976,0.19405009184076358,0.9999999999999999,0.5054675295692925,0.4945324704307074,,186.5,1,,1,0.1813214678464688,0.7164136277470403,-0.8438464587825211,0.5704900091643467,0.1971197605585215,0.2016496497048609,0,0,0,0,0,0 +2122,US_VT_50025,50025,Windham County,VT,Vermont,42.99868,-72.668716,google,42851.0,2066.0,20.74104549854792,10.66550759738245,3.0792019715462917,0.09334671302886748,0.1099857646262631,0.11070920165223683,0.10912230753074607,0.110405824834893,0.16011294952276492,0.1666005460782712,0.09124641198571795,0.04847028074023944,0.18133532472987793,0.595647709505029,0.223016965765093,0.9999999999999999,0.5099764299549602,0.49002357004503977,,186.5,1,,1,-0.05029411571590731,-0.2335842192412858,-1.3610887027428797,0.13476257720011806,0.8818136323336524,0.42228271374842274,0,0,0,0,0,0 +2123,US_VT_50027,50027,Windsor County,VT,Vermont,43.55827,-72.53299,google,55224.0,977.0,56.52405322415558,10.919171028288318,4.052203177275001,0.09370925684485007,0.10685571490656236,0.1012965377372157,0.11399029407503984,0.11297624221353035,0.15936911487758945,0.16177748804867448,0.09823627408373171,0.051789077212806026,0.17919382877009996,0.589892075909025,0.23091409532087498,1.0,0.5117883528900478,0.4882116471099522,,186.5,1,,1,0.14104412161964067,0.4454365536585186,-1.431494709379254,-0.05473739494911611,1.0684791394775461,0.5109451535419296,0,0,0,0,0,0 +2124,US_VA_51001,51001,Accomack County,VA,Virginia,37.76,-75.76,google,32685.0,3393.0,9.633068081343943,10.394702130653004,2.3639687754833933,0.11662842282392535,0.10995869664983937,0.10215695273061037,0.10368670644026312,0.10622609759828668,0.14480648615572891,0.159889857732905,0.10301361480801591,0.05363316506042527,0.20459538014379688,0.5588129111213095,0.23659170873489369,1.0,0.5129264188465658,0.4870735811534343,,47.5,1,,1,-0.2545625846859991,-0.732718438947111,-0.5963673833505225,-1.0779958709199542,1.2026816468327433,0.5666338930555332,0,0,0,0,0,0 +2125,US_VA_51003,51003,Albemarle County,VA,Virginia,38.03,-78.56,google,107768.0,1881.0,57.292929292929294,11.587745326527692,4.065480804576376,0.111006977952639,0.1428346076757479,0.1335925321060055,0.12310704476282384,0.11409694900155891,0.13033553559498182,0.12403496399673372,0.07415930517407765,0.04683208373543167,0.22527466409323735,0.5917164649988865,0.18300887090787618,1.0,0.5222886199985153,0.47771138000148466,,47.5,1,,1,0.6453494812693873,0.45470250800613204,0.08350585961871734,0.005329264255553937,-0.06386305482611457,1.0247524917526136,0,0,0,0,0,0 +2126,US_VA_51005,51005,Alleghany County,VA,Virginia,37.78,-80.01,google,15128.0,1162.0,13.018932874354562,9.624368710744834,2.6404087641842344,0.09419619249074564,0.11501850872554203,0.1022607086197779,0.09479111581173982,0.11891856160761502,0.15276308831306187,0.14985457429931254,0.11468799576943416,0.05750925436277102,0.18621099947117928,0.5666644632469593,0.24712453728186146,1.0,0.5111052353252248,0.4888947646747753,,47.5,1,,1,-0.8356248142692211,-0.5398014171768474,-1.2007910441713192,-0.8194893339208122,1.45164752342013,0.4775183069635586,0,0,0,0,0,0 +2127,US_VA_51007,51007,Amelia County,VA,Virginia,37.34,-77.98,google,12980.0,929.0,13.972012917115178,9.471242028892995,2.7061826527932915,0.11070878274268105,0.1162557781201849,0.10878274268104776,0.1096302003081664,0.11987673343605547,0.16348228043143298,0.14052388289676426,0.08852080123266563,0.04221879815100154,0.20371340523882894,0.5952850539291218,0.2010015408320493,1.0,0.5063944530046225,0.4936055469953775,,47.5,1,,1,-0.951128216907675,-0.4939003058349564,-0.6253640904088569,0.12282241103285328,0.36143208976340413,0.24700659711507778,0,0,0,0,0,0 +2128,US_VA_51009,51009,Amherst County,VA,Virginia,37.61,-79.14,google,31863.0,1240.0,25.695967741935483,10.36923212486148,3.2845125331001066,0.10626745755264727,0.11533753883815083,0.11913504691962465,0.10592222954524057,0.12170856479302011,0.15481906913975457,0.13686721275460564,0.09088911904089382,0.04905376141606252,0.19853748862316795,0.5930860245425729,0.20837648683425916,0.9999999999999999,0.5146094215861657,0.4853905784138342,,47.5,1,,1,-0.2737746011586647,-0.09030573677902017,-0.7955328072479634,0.05042099760798064,0.5357546744363891,0.6489879083298514,0,0,0,0,0,0 +2129,US_VA_51013,51013,Arlington County,VA,Virginia,38.880278,-77.108333,google,234647.0,67.0,3502.194029850746,12.365841797853617,8.161430411286931,0.11031464284648855,0.08284359058500641,0.19485013658815156,0.21042672610346605,0.14055155190562846,0.11096668612852498,0.0830396297416971,0.04335874739502316,0.023648288706013713,0.17658951531449368,0.7148836337136208,0.10852685097188543,0.9999999999999999,0.4997293807293509,0.5002706192706491,262.0,262.0,0,,1,1.2322673778256301,3.3131109573813835,-1.5171167763280167,4.060517047117012,-1.8244045181827468,-0.07913396763089088,0,0,0,0,0,0 +2130,US_VA_51015,51015,Augusta County,VA,Virginia,38.2,-79.1167,google,75177.0,2515.0,29.891451292246522,11.227613913944408,3.4304794884181837,0.09743671601686686,0.11546084573739308,0.11393112255078015,0.11498197587027947,0.12511805472418425,0.15463506125543716,0.13779480426194182,0.09271452704949652,0.04792689253362065,0.18980539260678134,0.6006557856791306,0.20953882171408808,1.0,0.49281030102291923,0.5071896989770808,,47.5,1,,1,0.3737024825405204,0.011559085416839372,-1.0826181072561476,0.29964977505308643,0.5632289393932615,-0.41770382400743755,0,0,0,0,0,0 +2131,US_VA_51019,51019,Bedford County,VA,Virginia,37.31,-79.53,google,78378.0,1992.0,39.346385542168676,11.26931131331551,3.6975018130622206,0.10181428462068437,0.11933195539564674,0.10550154380055628,0.09945392839827502,0.12470336063691342,0.1606700859935186,0.14907244379800455,0.09455459440149021,0.04489780295491082,0.1972798489372018,0.5887315318073949,0.2139886192554033,1.0,0.5062772716833805,0.49372272831661945,,47.5,1,,1,0.405154816322538,0.19790387532437617,-0.836880253023897,-0.09294744971868268,0.6684093988083037,0.24127258843383373,0,0,0,0,0,0 +2132,US_VA_51023,51023,Botetourt County,VA,Virginia,37.55,-79.8,google,33313.0,1414.0,23.559405940594058,10.413733008037052,3.201094914899844,0.09299672800408249,0.11938282352234864,0.09683907183381862,0.098550115570498,0.12709752949299072,0.16471047338876715,0.15702578572929488,0.09617866898808274,0.04721880347011677,0.1885029868219614,0.5895866478551917,0.22191036532284694,1.0,0.5043076276528683,0.49569237234713176,,47.5,1,,1,-0.2402076005221048,-0.14851974026669504,-1.1254373289831838,-0.06479338734849405,0.8556567697295333,0.14489241580718099,0,0,0,0,0,0 +2133,US_VA_51025,51025,Brunswick County,VA,Virginia,36.76,-77.86,google,16570.0,1475.0,11.233898305084745,9.715409458629793,2.5042106483029687,0.08805069402534701,0.10024140012070006,0.14532287266143634,0.12287266143633072,0.12063971031985515,0.14484007242003621,0.1391671695835848,0.0884127942063971,0.050452625226312615,0.16824381412190706,0.6233071816535909,0.2084490042245021,1.0,0.46747133373566685,0.5325286662643332,,47.5,1,,1,-0.766952809937299,-0.6348489354827801,-1.7914985657811107,1.0454302064693042,0.5374687776850232,-1.6576101235692657,0,0,0,0,0,0 +2134,US_VA_51029,51029,Buckingham County,VA,Virginia,37.57,-78.53,google,17038.0,1511.0,11.27597617471873,9.74326011321524,2.507644195953939,0.09883789177133466,0.09778142974527526,0.12747975114450052,0.12988613687052472,0.13563798567907032,0.14972414602652895,0.1351097546660406,0.08263880737175724,0.04290409672496772,0.1770630355675549,0.6298391830026999,0.19309778142974526,1.0,0.4472942833665923,0.5527057166334077,,47.5,1,,1,-0.7459450709108646,-0.6324527923269204,-1.501548841246345,1.2604915117258302,0.1746098720508685,-2.644929439924269,0,0,0,0,0,0 +2135,US_VA_51031,51031,Campbell County,VA,Virginia,37.21,-79.09,google,55326.0,1314.0,42.10502283105023,10.921016314288448,3.7636395293230454,0.10707443155116943,0.11336442179083975,0.13006543035824025,0.11472002313559629,0.12411885912590825,0.14663991613346347,0.1303907746809818,0.08574630372699997,0.04787983949680078,0.19776596898384124,0.6034125004518671,0.19882153056429167,1.0,0.515273108484257,0.48472689151574305,,47.5,1,,1,0.14243602020503746,0.24405888823581404,-0.8208980742700691,0.3904125666629708,0.3099028956004525,0.6814639582237239,0,0,0,0,0,0 +2136,US_VA_51033,51033,Caroline County,VA,Virginia,38.03,-77.35,google,30432.0,1379.0,22.06816533720087,10.323282824952447,3.1384535431109066,0.1353838065194532,0.11773790746582545,0.11701498422712933,0.13544952681388012,0.12723449001051526,0.14307308096740273,0.11905231335436382,0.07130651945320715,0.03374737118822292,0.22957413249211356,0.6058458201892744,0.16458004731861198,0.9999999999999999,0.5064077287066246,0.4935922712933754,,47.5,1,,1,-0.3084341420313866,-0.19223478649397369,0.2248595704403547,0.4705278163183688,-0.49946762191045446,0.24765621421892328,0,0,0,0,0,0 +2137,US_VA_51035,51035,Carroll County,VA,Virginia,36.73,-80.73,google,29812.0,1237.0,24.100242522231206,10.302699818978526,3.2228775083313463,0.09392191064001074,0.10985509190929826,0.09975848651549711,0.09777941768415403,0.12813632094458607,0.153730041593989,0.15359586743593184,0.10670199919495506,0.05652086408157789,0.18180598416744934,0.5781732188380518,0.24002079699449885,1.0,0.5038910505836576,0.4961089494163424,,47.5,1,,1,-0.3239598962485107,-0.13331849144959468,-1.3456148227508014,-0.4405720822217895,1.2837354644887697,0.1245081386378731,0,0,0,0,0,0 +2138,US_VA_51036,51036,Charles City County,VA,Virginia,37.35,-77.06,google,7026.0,529.0,13.281663516068052,8.857515151192198,2.6589764428485405,0.08226586962709935,0.09251352120694563,0.10318815826928551,0.09165955024195845,0.11514375177910617,0.1891545687446627,0.17093652149160263,0.10418445772843724,0.05095360091090236,0.15627668659265584,0.6031169940222032,0.2406063193851409,0.9999999999999999,0.5156561343580985,0.4843438656419015,,47.5,1,,1,-1.4140621864016716,-0.5268437358879018,-2.184942063255724,0.38068323638904394,1.2975755355198042,0.7002064818825399,0,0,0,0,0,0 +2139,US_VA_51037,51037,Charlotte County,VA,Virginia,37.01,-78.66,google,12077.0,1237.0,9.763136620856912,9.399140894867847,2.376127019768161,0.11600563053738511,0.11848969114846403,0.10896745880599487,0.09704396787281609,0.11169992547818167,0.1552537881924319,0.14051502856669704,0.09729237393392398,0.054732135464105325,0.21079738345615634,0.5669205928624659,0.22228202368137784,1.0,0.5036846899064337,0.4963153100935663,,47.5,1,,1,-1.0055140771201603,-0.7242336597066118,-0.39246399311761837,-0.8110564560811266,0.8644417080402695,0.11441033548863082,0,0,0,0,0,0 +2140,US_VA_51041,51041,Chesterfield County,VA,Virginia,37.38,-77.59,google,343276.0,1132.0,303.24734982332154,12.746292980405592,5.7178410213065165,0.12521411342476607,0.1410643330730957,0.1189247136415013,0.12943811976368869,0.13668301891189596,0.1410381151027162,0.11611647770307275,0.06362518789545439,0.027895920483808945,0.23806557988324267,0.6123550728859576,0.14957934723079971,0.9999999999999999,0.5177583052703947,0.4822416947296053,,47.5,1,,1,1.5192415719448162,1.607822262500885,0.504033060655225,0.6848401390468696,-0.8540411754562223,0.8030715642421871,0,0,0,0,0,0 +2141,US_VA_51043,51043,Clarke County,VA,Virginia,39.12,-78.0,google,14454.0,462.0,31.285714285714285,9.578795654450447,3.4746248502169728,0.09851944098519441,0.12536322125363222,0.09471426594714266,0.09762003597620036,0.12460218624602186,0.17884322678843226,0.14618790646187907,0.0875882108758821,0.046561505465615056,0.19881001798810022,0.593946312439463,0.2072436695724367,1.0,0.5031133250311333,0.49688667496886674,,47.5,1,,1,-0.8700005547148257,0.04236646521459162,-0.7865728537218228,0.07874533927806182,0.5089781213627947,0.08645185950963004,0,0,0,0,0,0 +2142,US_VA_51047,51047,Culpeper County,VA,Virginia,38.49,-77.96,google,51235.0,990.0,51.75252525252525,10.844197688951027,3.965611643296131,0.13477115253244853,0.13828437591490192,0.1126183273153118,0.12622230896847858,0.1306723919195862,0.1437298721577047,0.11337952571484337,0.06821508734263687,0.03210695813408802,0.24539865326437005,0.5975895384014833,0.15701180833414657,1.0,0.5000292768615204,0.49997072313847957,,47.5,1,,1,0.08449175794337846,0.3850075942875207,0.7451226647608534,0.19869585503284093,-0.678359098647983,-0.06445921394910678,0,0,0,0,0,0 +2143,US_VA_51049,51049,Cumberland County,VA,Virginia,37.51,-78.24,google,9828.0,776.0,12.664948453608247,9.19309247856663,2.6148340472256972,0.1048026048026048,0.11497761497761498,0.11823361823361823,0.10297110297110297,0.11691086691086691,0.15425315425315425,0.1399063899063899,0.10113960113960115,0.0468050468050468,0.1967846967846968,0.5853174603174603,0.2178978428978429,1.0,0.5157712657712658,0.48422873422873425,,47.5,1,,1,-1.160936325569863,-0.5576490457035498,-0.8531593805077037,-0.20535322424666372,0.7608122407017376,0.7058401828477446,0,0,0,0,0,0 +2144,US_VA_51059,51059,Fairfax County,VA,Virginia,38.83,-77.28,google,1148728.0,1053.0,1090.9097815764483,13.954166671745005,6.995683535287843,0.12971390964614773,0.12996462173813123,0.12408768655417123,0.14392702188855847,0.14335247334442966,0.14040921784791527,0.10390275156520952,0.05598105034438092,0.028661267071055985,0.23368560703665273,0.6297206997653056,0.13659369319804165,1.0,0.5042977972157029,0.49570220278429705,,47.5,1,,1,2.430340275449414,2.499580264833469,0.3600326034532776,1.2565905389116547,-1.1609848159901668,0.1444113851151779,0,0,0,0,0,0 +2145,US_VA_51061,51061,Fauquier County,VA,Virginia,38.74,-77.81,google,69547.0,1687.0,41.22525192649674,11.14977244064768,3.7430184289637327,0.1201633427753893,0.13672768056134701,0.10887601190561778,0.11354911067335759,0.13015658475563288,0.16194803514170272,0.12227702129495162,0.07153435806001697,0.03476785483198413,0.2295454872244669,0.6030137892360562,0.1674407235394769,1.0,0.5054854990150546,0.4945145009849454,,47.5,1,,1,0.3149866864204051,0.22966820154232914,0.22391779938782386,0.37728529526330873,-0.43184943560993216,0.2025289447742856,0,0,0,0,0,0 +2146,US_VA_51065,51065,Fluvanna County,VA,Virginia,37.84,-78.28,google,26480.0,752.0,35.212765957446805,10.184182773688342,3.589411707423261,0.10200151057401813,0.11963746223564954,0.10694864048338369,0.12526435045317222,0.13194864048338367,0.14777190332326284,0.13398791540785498,0.08935045317220544,0.043089123867069486,0.19771148036253774,0.6028549848942598,0.1994335347432024,1.0,0.5449773413897281,0.4550226586102719,,47.5,1,,1,-0.4133572621165783,0.12247187519769615,-0.8226894977913626,0.3720567799581501,0.3243689202013677,2.1349748722882507,0,0,0,0,0,0 +2147,US_VA_51067,51067,Franklin County,VA,Virginia,36.99,-79.88,google,56315.0,1843.0,30.55615843733044,10.938733965582419,3.4517687660508396,0.10157151735771996,0.11764183610050608,0.10565568676196395,0.09647518423155464,0.11426795702743496,0.15532273816922668,0.1555890970434165,0.10572671579508124,0.04774926751309598,0.19568498623812483,0.5730444819319896,0.23127053182988547,0.9999999999999999,0.5077688004972032,0.49223119950279676,,47.5,1,,1,0.15580043838785507,0.026416067779752354,-0.8893145867253534,-0.6094319452843561,1.076904276896031,0.314257250802732,0,0,0,0,0,0 +2148,US_VA_51069,51069,Frederick County,VA,Virginia,39.21,-78.26,google,86456.0,1076.0,80.34944237918215,11.367402459493327,4.398753979052521,0.12282548348292774,0.13086425464976403,0.11587397057462756,0.12386647543258998,0.12815767558064217,0.14786712316091422,0.11624410104561858,0.07554131581382437,0.03875960025909133,0.22751688720273897,0.600060146201536,0.17242296659572498,1.0,0.5016771536966781,0.4983228463033219,,47.5,1,,1,0.4791449336242779,0.6872812624693199,0.157223474824571,0.2800387865263812,-0.31408349037128885,0.016175992910404623,0,0,0,0,0,0 +2149,US_VA_51073,51073,Gloucester County,VA,Virginia,37.4,-76.52,google,37295.0,746.0,49.993297587131366,10.526641361275539,3.93169420422781,0.10736023595656254,0.11382222818072128,0.11245475264780802,0.1174152031103365,0.11883630513473656,0.16629575010054967,0.13934843812843545,0.08306743531304464,0.041399651427805335,0.19841801850113958,0.6074406756937928,0.1941413058050677,1.0,0.506046386915136,0.4939536130848639,,47.5,1,,1,-0.1550408691096914,0.36133789526211707,-0.7994606289027145,0.5230372522731048,0.1992757972279423,0.2299747531521543,0,0,0,0,0,0 +2150,US_VA_51075,51075,Goochland County,VA,Virginia,37.72,-77.93,google,22703.0,751.0,30.230359520639148,10.030296399399823,3.4413906832568752,0.08827027265119147,0.11143901687001719,0.09659516363476192,0.09782848081751311,0.12866141038629256,0.17790600361185746,0.15931815178610756,0.0987975157468176,0.04118398449544113,0.1774214861472052,0.6029379377174823,0.21964057613531252,1.0,0.5097564198564066,0.49024358014359337,,47.5,1,,1,-0.5294337004946822,0.019173595973462892,-1.4897640541798831,0.3747879402080434,0.8020054592365162,0.41151700636693056,0,0,0,0,0,0 +2151,US_VA_51079,51079,Greene County,VA,Virginia,38.3,-78.47,google,19593.0,407.0,48.14004914004914,9.882978675904587,3.894674367093533,0.1284132087990609,0.13448680651252998,0.10524166794263257,0.12484050426172613,0.1261164701679171,0.148216199663145,0.12126779972439136,0.07839534527637422,0.03302199765222273,0.23600265400908488,0.5919461032001225,0.17205124279079262,1.0,0.5111009033838616,0.4888990966161384,,47.5,1,,1,-0.640555407873639,0.3355031498624795,0.4362102043368967,0.012889931906259821,-0.32286997564736664,0.4773063329977436,0,0,0,0,0,0 +2152,US_VA_51081,51081,Greensville County,VA,Virginia,36.67,-77.56,google,11569.0,769.0,15.044213263979193,9.356170820187723,2.77534824026394,0.08652433226726597,0.09508168381018238,0.14806811306076584,0.15515602039934306,0.16086092142795402,0.14452415939147722,0.11556746477655805,0.06465554499092402,0.029561759875529434,0.16258967931541188,0.6854092834298556,0.15200103725473246,1.0,0.36883049528913475,0.6311695047108652,,47.5,1,,1,-1.0379263894432667,-0.44563225602589646,-1.9773896718985036,3.0900958997791874,-0.7967993645843539,-6.484381301629296,0,0,0,0,0,0 +2153,US_VA_51083,51083,Halifax County,VA,Virginia,36.77,-78.94,google,34575.0,2149.0,16.088878548161937,10.450915078746668,2.8384278746210803,0.10744757772957339,0.11887201735357918,0.10744757772957339,0.0966883586406363,0.11276934201012292,0.1421836587129429,0.1506001446131598,0.10441070137382502,0.059580621836587126,0.20254519161243673,0.5581634128705713,0.23929139551699205,1.0,0.5205495300072307,0.47945046999276936,,47.5,1,,1,-0.21216117757238293,-0.40161136291369937,-0.6637714737881844,-1.0993801196517226,1.2664945042451043,0.9396539709149675,0,0,0,0,0,0 +2154,US_VA_51085,51085,Hanover County,VA,Virginia,37.76,-77.49,google,105674.0,1228.0,86.05374592833876,11.56812362543499,4.466525697204937,0.10944035429717812,0.13945719855404357,0.10982833998902285,0.11037719779699831,0.13278573726744516,0.15805212256562637,0.126483335541382,0.07521244582394912,0.03836326816435452,0.22100611314041296,0.6021765051005924,0.17681738175899464,1.0,0.509633400836535,0.490366599163465,,47.5,1,,1,0.6305488389884129,0.7345765835538778,-0.0568313776943124,0.3497183353961023,-0.21021211163064685,0.4054973428196505,0,0,0,0,0,0 +2155,US_VA_51087,51087,Henrico County,VA,Virginia,37.55,-77.4,google,327559.0,634.0,516.6545741324921,12.699426523384124,6.24930817451519,0.12342814576915914,0.12688095885016135,0.12816317060437968,0.1415103843887666,0.13235478188662195,0.13667461434428607,0.1120378313525197,0.061289721851635885,0.03766039095246963,0.22493291284928824,0.6200980586703464,0.15496902848036537,1.0,0.5253740547504419,0.4746259452495581,,47.5,1,,1,1.4838902197825197,1.9787131052027092,0.0722700969549554,0.9397722096901984,-0.7266445591682822,1.175731414548941,0,0,0,0,0,0 +2156,US_VA_51089,51089,Henry County,VA,Virginia,36.67,-79.88,google,51346.0,996.0,51.55220883534137,10.84636179105997,3.9618071294622683,0.10252015736376738,0.11253067424921123,0.10267596307404667,0.0987418688894948,0.11776964125735208,0.15543567171736844,0.14193900206442567,0.10692166867915709,0.06146535270517665,0.1925446967631364,0.5680987808203171,0.23935652241654656,1.0,0.5185408795232346,0.4814591204767655,,47.5,1,,1,0.08612413940830002,0.3823525678509987,-0.9925579482673917,-0.772265490416743,1.268033917477239,0.8413651037922077,0,0,0,0,0,0 +2157,US_VA_51093,51093,Isle of Wight County,VA,Virginia,36.91,-76.71,google,36571.0,940.0,38.90531914893617,10.507038199284317,3.686509627013975,0.11101692597960132,0.11976702851986547,0.10467310163790981,0.11457165513658363,0.12034125399907031,0.16797462470263325,0.13770473872740696,0.08222361980804463,0.041727051488884635,0.2068305487954937,0.6003664105438735,0.19280304066063275,1.0,0.510759891717481,0.48924010828251896,,47.5,1,,1,-0.1698275273528954,0.190232844063168,-0.5228816976987514,0.29012231310520176,0.16764304508497604,0.46061968162099026,0,0,0,0,0,0 +2158,US_VA_51095,51095,James City County,VA,Virginia,37.31,-76.77,google,75274.0,465.0,161.8795698924731,11.228903353349935,5.093011092718157,0.10059250205914393,0.11970932858623164,0.10063235645774106,0.10759359141270558,0.11511278794802987,0.14024762866328347,0.14396737253234848,0.11222998644950448,0.059914445891011504,0.19635996492812924,0.5595119164651805,0.24412811860669023,1.0,0.5176687833780588,0.4823312166219412,,47.5,1,,1,0.37467510623374833,1.1717770669317316,-0.8671232984761854,-1.0549816378235857,1.3808207745786154,0.7986910085155995,0,0,0,0,0,0 +2159,US_VA_51097,51097,King and Queen County,VA,Virginia,37.72,-76.9,google,6999.0,845.0,8.28284023668639,8.85366542803745,2.228167559959063,0.09429918559794256,0.10558651235890841,0.11087298185455065,0.1014430632947564,0.11601657379625661,0.1643091870267181,0.16016573796256608,0.09472781825975139,0.05257893984854979,0.17876839548506931,0.5938419774253465,0.22738962708958424,1.0,0.4917845406486641,0.5082154593513359,,47.5,1,,1,-1.416966031232709,-0.827488975492339,-1.4454816882257178,0.0753101862337465,0.9851708126786346,-0.4678971383387465,0,0,0,0,0,0 +2160,US_VA_51099,51099,King George County,VA,Virginia,38.26,-77.15,google,26337.0,486.0,54.19135802469136,10.178768042270166,4.010806383502934,0.13532292971864676,0.14158788016858412,0.12453962106542127,0.133766184455329,0.13331055169533357,0.14735922846185975,0.10050499297566162,0.05801723810608649,0.02559137335307742,0.2485932338535141,0.6175456581994911,0.1338611079469947,0.9999999999999999,0.49303261571173634,0.5069673842882637,,47.5,1,,1,-0.41744159213411103,0.4165472956214423,0.8501509563776293,0.8557363151057039,-1.2255752989115392,-0.4068253466005014,0,0,0,0,0,0 +2161,US_VA_51101,51101,King William County,VA,Virginia,37.7066,-77.08839,google,16684.0,740.0,22.545945945945945,9.722265391185474,3.1589536589745264,0.1250299688324143,0.12676816111244307,0.11603931910812755,0.13090385998561496,0.12784703907935746,0.15212179333493167,0.12005514265164229,0.06904818988252218,0.03218652601294653,0.22644449772236874,0.6122932150563414,0.16126228722128985,1.0,0.5125269719491728,0.48747302805082715,,47.5,1,,1,-0.7617813824051133,-0.17792853030817016,0.12196650386136079,0.6828035158334632,-0.5778899609101955,0.5470878429421547,0,0,0,0,0,0 +2162,US_VA_51103,51103,Lancaster County,VA,Virginia,37.71,-76.41,google,10725.0,599.0,17.90484140233723,9.280425979542871,2.939418048116341,0.08102564102564103,0.08867132867132867,0.08205128205128205,0.07645687645687646,0.08158508158508158,0.1392074592074592,0.19002331002331002,0.1602797202797203,0.1006993006993007,0.15196270396270398,0.49204662004662003,0.35599067599067596,1.0,0.5279254079254079,0.47207459207459207,,47.5,1,,1,-1.0950606962863607,-0.3311341371319699,-2.3267729587504253,-3.2762265414660345,4.024930999312921,1.3005762370780312,0,0,0,0,0,0 +2163,US_VA_51105,51105,Lee County,VA,Virginia,36.71,-83.13,google,23900.0,1133.0,21.09443954104148,10.081675578048475,3.0953259723882294,0.09836820083682009,0.10556485355648536,0.11472803347280335,0.12138075313807531,0.1319246861924686,0.14284518828451884,0.14535564853556485,0.09435146443514644,0.04548117154811716,0.18282008368200836,0.6046694560669457,0.21251046025104603,1.0,0.4796652719665272,0.5203347280334728,,47.5,1,,1,-0.4906784039851534,-0.22233188836084264,-1.312274252190309,0.43179689908739444,0.633469956794763,-1.0609267363770083,0,0,0,0,0,0 +2164,US_VA_51107,51107,Loudoun County,VA,Virginia,39.09,-77.64,google,397049.0,1350.0,294.1103703703704,12.891817496323357,5.687349423216794,0.15464841870902585,0.15332868235406713,0.10047878221579705,0.157109072180008,0.16967679052207663,0.1330415137678221,0.07294817516225957,0.038660215741633905,0.02010834934730978,0.27731136459227956,0.627445982737647,0.09524265267007347,1.0,0.5044112943238744,0.4955887056761256,,47.5,1,,1,1.6290106634743984,1.5865433284359192,1.7943175302839462,1.1816971659756172,-2.1384048895192205,0.14996511498145962,0,0,0,0,0,0 +2165,US_VA_51109,51109,Louisa County,VA,Virginia,37.99,-77.96,google,35912.0,1323.0,27.144368858654573,10.48885462591948,3.33734729402979,0.11079861884606816,0.10999108932947205,0.10550790822009357,0.11436288705725106,0.1211851191802183,0.16501447983960793,0.14880819781688573,0.0870182668745823,0.03731343283582089,0.1987914903096458,0.6024727110715081,0.19873579861884608,1.0,0.5050679438627756,0.49493205613722435,,47.5,1,,1,-0.1835433903910352,-0.0534343536900531,-0.787181988586758,0.35947069754749755,0.30787643814372806,0.1820968072741279,0,0,0,0,0,0 +2166,US_VA_51113,51113,Madison County,VA,Virginia,38.41,-78.28,google,13212.0,833.0,15.860744297719087,9.488956472414216,2.8249880973715014,0.10286103542234333,0.11966394187102634,0.10573720859824402,0.10634271874053891,0.11270057523463518,0.1603088101725704,0.14850136239782016,0.09521646987587042,0.04866787768695126,0.19859218891916441,0.5832727823191038,0.21813502876173177,1.0,0.5156675749318801,0.4843324250681199,,47.5,1,,1,-0.937766218346722,-0.4109904755827074,-0.7937344244934434,-0.27267273256486546,0.7664186346778581,0.7007663010472888,0,0,0,0,0,0 +2167,US_VA_51115,51115,Mathews County,VA,Virginia,37.42,-76.28,google,8709.0,653.0,13.336906584992343,9.072227069846548,2.662837092583585,0.07796532322884372,0.09817430244574578,0.08726604661844069,0.0809507406131588,0.10483407968767941,0.15306005281892296,0.17522103571018485,0.14490756688483178,0.07762085199219199,0.15650476518544035,0.5333562980824434,0.3101389367321162,1.0,0.5167068549776094,0.4832931450223906,,47.5,1,,1,-1.2521050611528919,-0.5241495343272552,-2.177443518678098,-1.9161359959668638,2.9411273081524896,0.7516211705887528,0,0,0,0,0,0 +2168,US_VA_51117,51117,Mecklenburg County,VA,Virginia,36.68,-78.37,google,30693.0,1759.0,17.449118817509948,10.33182247473504,2.9150166087773974,0.09673215391131529,0.10908024631023361,0.10360668556348353,0.09604795881797153,0.10774443684227675,0.15153292281627734,0.16329456227804384,0.11132831590264881,0.06063271755774932,0.18399635095950215,0.5623953344410777,0.25360831459942007,1.0,0.5127879321017822,0.48721206789821786,,47.5,1,,1,-0.30199268718301087,-0.34816297954474784,-1.273602088758367,-0.9600472371163409,1.6049054347461533,0.5598573506133583,0,0,0,0,0,0 +2169,US_VA_51121,51121,Montgomery County,VA,Virginia,37.17,-80.39,google,98142.0,1009.0,97.26660059464817,11.49418087775219,4.587684199272166,0.08686393185384443,0.1513521224348393,0.27046524423794094,0.11366183693016242,0.1025962381039718,0.10182184997248885,0.0914796926901836,0.05189419412687738,0.029864889649691265,0.20794562980171588,0.6645554400766237,0.12749893012166044,1.0,0.48152676733712374,0.5184732326628763,,47.5,1,,1,0.5747738502371782,0.8191285237084212,-0.48622115656361264,2.4034985567194034,-1.3759589467821938,-0.9698385791351386,0,0,0,0,0,0 +2170,US_VA_51125,51125,Nelson County,VA,Virginia,37.79,-78.88,google,14800.0,1228.0,12.052117263843648,9.60245002503719,2.5689503630489474,0.09013513513513513,0.10966216216216217,0.08885135135135135,0.09878378378378379,0.10797297297297297,0.15074324324324323,0.1847972972972973,0.1193918918918919,0.04966216216216216,0.17786486486486486,0.5606824324324324,0.2614527027027027,1.0,0.5153378378378378,0.4846621621621622,,47.5,1,,1,-0.8521580712429823,-0.5896695349997101,-1.4751870829764404,-1.0164432667659709,1.7903242851258705,0.6846313459219509,0,0,0,0,0,0 +2171,US_VA_51127,51127,New Kent County,VA,Virginia,37.51,-77.0,google,21638.0,579.0,37.3713298791019,9.982252521171782,3.6473105630041323,0.10245863758203161,0.11803308993437471,0.11355023569645993,0.12057491450226454,0.13651908679175526,0.1625843423606618,0.1436824105739902,0.07648581199741196,0.026111470561050006,0.19688510952953137,0.6286764026250116,0.17443848784545707,1.0,0.49029485164987524,0.5097051483501248,,47.5,1,,1,-0.5656731810618609,0.16287729857750946,-0.8498581086342173,1.2222078292237677,-0.26644234511933146,-0.5407917734297161,0,0,0,0,0,0 +2172,US_VA_51131,51131,Northampton County,VA,Virginia,37.30078,-75.92854,google,11872.0,2060.0,5.763106796116505,9.382022193665792,1.911482369702265,0.1109332884097035,0.10571091644204851,0.09838274932614555,0.09939353099730458,0.0950977088948787,0.14336253369272237,0.16795822102425875,0.11354447439353099,0.06561657681940701,0.19550202156334232,0.5413578167115903,0.2631401617250674,1.0,0.5208052560646901,0.47919474393531,9.0,9.0,0,,1,-1.01842670745784,-1.0484916026093793,-0.8953299200946002,-1.6526919229411505,1.8302109796481372,0.9521673597208923,0,0,0,0,0,0 +2173,US_VA_51133,51133,Northumberland County,VA,Virginia,37.86,-76.38,google,12271.0,740.0,16.582432432432434,9.415075523607037,2.8669002463052604,0.07929264118653737,0.08516013364843941,0.08059652840029337,0.07709233151332409,0.07684785266074484,0.14603536794067312,0.19558308206340153,0.1748023795941651,0.08458968299242116,0.14742074810528888,0.49539564827642407,0.357183603618287,1.0,0.5090049710700024,0.4909950289299976,,47.5,1,,1,-0.9934945922276593,-0.3817415706529557,-2.476098934724922,-3.165962268091252,4.053128389139321,0.37474652264917446,0,0,0,0,0,0 +2174,US_VA_51135,51135,Nottoway County,VA,Virginia,37.14,-78.05,google,15432.0,819.0,18.842490842490843,9.64426335290083,2.987825640472939,0.10562467599792638,0.1050414722654225,0.13640487299118714,0.1303784344219803,0.12461119751166408,0.14288491446345256,0.12441679626749612,0.08184292379471228,0.04879471228615863,0.1896578538102644,0.6174961119751167,0.19284603421461896,1.0,0.4585277345775013,0.5414722654224987,,47.5,1,,1,-0.8206182926395327,-0.2973523076926335,-1.0874687432983334,0.8541050423739613,0.16865928946871903,-2.095245359893366,0,0,0,0,0,0 +2175,US_VA_51137,51137,Orange County,VA,Virginia,38.24,-78.01,google,35870.0,889.0,40.34870641169854,10.48768444858769,3.7220411371036515,0.11611374407582939,0.1168664622247003,0.10967382213548926,0.11611374407582939,0.12191246166713131,0.14912182882631725,0.13058265960412602,0.09297463061053805,0.04664064678003903,0.20960691385558963,0.5854864789517703,0.2049066071926401,1.0,0.5135210482297184,0.48647895177028155,,47.5,1,,1,-0.18442605474369803,0.2150289422605183,-0.4316030866168148,-0.19978841092764424,0.4537366654299559,0.5957307662515652,0,0,0,0,0,0 +2176,US_VA_51139,51139,Page County,VA,Virginia,38.61,-78.48,google,23784.0,813.0,29.25461254612546,10.076810408866383,3.4096486537164767,0.10557517658930374,0.11322737975109318,0.10898082744702321,0.1101580894719139,0.12462159434914229,0.1548520013454423,0.13824419778002017,0.09460141271442987,0.04973932055163135,0.19615708039017826,0.5903800874537505,0.2134628321560713,1.0,0.5066851664984864,0.4933148335015136,,47.5,1,,1,-0.4943481993999537,-0.002977966948586894,-0.8737935375957937,-0.038669976377130884,0.6559812988444804,0.26123201870875135,0,0,0,0,0,0 +2177,US_VA_51143,51143,Pittsylvania County,VA,Virginia,36.82,-79.4,google,61309.0,2533.0,24.204105803395183,11.023698240756733,3.2270069099520957,0.09344468185747606,0.1189548027206446,0.10373680862516108,0.1019915509957755,0.12286939927253747,0.16061263436037124,0.15023895349785513,0.10021367172845748,0.04793749694172145,0.18860852403399178,0.5881208305469018,0.2232706454191065,1.0,0.5074948213149783,0.49250517868502175,,47.5,1,,1,0.21988896147646128,-0.13043673810373424,-1.1219675798964912,-0.11305433628896337,0.8878098922321424,0.30085068572300994,0,0,0,0,0,0 +2178,US_VA_51145,51145,Powhatan County,VA,Virginia,37.55,-77.92,google,28716.0,680.0,42.22941176470588,10.265244560881653,3.7665210914786096,0.09322329015183173,0.11303802758044296,0.10732692575567628,0.11129683799972141,0.14625992478061012,0.17387519153085387,0.14033988020615684,0.08232344337651483,0.03231647861819195,0.1836537122161861,0.6315364256860287,0.18480986209778522,1.0,0.4814737428611227,0.5185262571388772,,47.5,1,,1,-0.35221238434902513,0.2460698215733166,-1.284867029757037,1.3163719696904588,-0.02129278528052833,-0.9724332145470449,0,0,0,0,0,0 +2179,US_VA_51147,51147,Prince Edward County,VA,Virginia,37.22,-78.44,google,22678.0,916.0,24.75764192139738,10.029194665158862,3.2487313567276574,0.0886321545109798,0.16165446688420496,0.2311491313166946,0.09317400123467678,0.0894258752976453,0.1133256900961284,0.10997442455242967,0.06671664167916042,0.045947614428080076,0.2179557280183438,0.6143928035982009,0.16765146838345532,1.0,0.5018520151688861,0.49814798483111383,,47.5,1,,1,-0.530264738247838,-0.11527606764052051,-0.15711895197961093,0.7519309131166174,-0.4268680315565579,0.0247324521568892,0,0,0,0,0,0 +2180,US_VA_51149,51149,Prince George County,VA,Virginia,37.19,-77.22,google,38006.0,730.0,52.06301369863014,10.545525632270163,3.971480145035403,0.11637636162711151,0.1235594379834763,0.1401357680366258,0.16478977003631007,0.1306898910698311,0.13087407251486607,0.10495711203494185,0.06109561648160817,0.027521970215229175,0.21522391201389254,0.6436799452717992,0.14109614271430826,1.0,0.4585591748671262,0.5414408251328737,,47.5,1,,1,-0.14079647009413518,0.38910299988753727,-0.24693292284448665,1.7161883556561779,-1.0545598148037119,-2.0937068988849092,0,0,0,0,0,0 +2181,US_VA_51153,51153,Prince William County,VA,Virginia,38.7,-77.48,google,463069.0,902.0,513.380266075388,13.045633509545599,6.242962809192562,0.14984591929064567,0.14716165409474613,0.129252875921299,0.15053696101444924,0.1475892361613496,0.13364746938361238,0.08266370670461637,0.04211467405505443,0.017187503374227166,0.2675752425664426,0.6317907266519677,0.10063403078158978,1.0,0.4998823069564147,0.5001176930435853,,47.5,1,,1,1.745034028524785,1.974284914527986,1.4742228465495455,1.3247446405978647,-2.0109681642784847,-0.07165086107192578,0,0,0,0,0,0 +2182,US_VA_51155,51155,Pulaski County,VA,Virginia,37.06,-80.71,google,34225.0,854.0,40.076112412177984,10.440740868137397,3.7154267460198582,0.09557341124908693,0.10197224251278306,0.11430241051862673,0.10401753104455808,0.134609203798393,0.1493937180423667,0.14872169466764062,0.10132943754565377,0.05008035062089116,0.17715120525931335,0.5970781592403214,0.22577063550036522,1.0,0.49899196493791087,0.5010080350620891,,47.5,1,,1,-0.219835581081421,0.21041300867324678,-1.4986500844802026,0.18185907500133075,0.9469024920276203,-0.11521777778928136,0,0,0,0,0,0 +2183,US_VA_51159,51159,Richmond County,VA,Virginia,37.94,-76.72,google,8889.0,560.0,15.873214285714285,9.09268232850795,2.825727411053431,0.08977387782652717,0.09764877939025762,0.12329845876926539,0.13792327595905052,0.1324108448644392,0.14523568455394306,0.12217347283158961,0.08786140173247835,0.0636742040724491,0.16789290133873327,0.6194847564405446,0.21262234222072224,1.0,0.4387445156935538,0.5612554843064461,,47.5,1,,1,-1.2366756666889824,-0.41047453650188864,-1.8030355325580565,0.9195796881323286,0.6361145258704439,-3.0632934039096384,0,0,0,0,0,0 +2184,US_VA_51161,51161,Roanoke County,VA,Virginia,37.27,-80.08,google,93939.0,650.0,144.52153846153846,11.450411559580987,4.980324106319585,0.10180010432301813,0.12273922439029583,0.11250918149011592,0.11256240751977346,0.12898796027209147,0.1420389827441212,0.1361096030402708,0.08870650102726237,0.05454603519305081,0.19999148383525478,0.5887011784242966,0.21130733774044858,1.0,0.5182086247458457,0.4817913752541543,,47.5,1,,1,0.541758668827902,1.0931370774336684,-0.7477297768084123,-0.09394681237021753,0.6050315891561723,0.8251069514028954,0,0,0,0,0,0 +2185,US_VA_51163,51163,Rockbridge County,VA,Virginia,37.81,-79.45,google,22668.0,1557.0,14.558766859344894,10.028753631368525,2.7446242649249686,0.0945826716075525,0.10812599258867125,0.10565554967354862,0.09815599082406917,0.11024351508734781,0.15052055761425798,0.15837303688018353,0.110022939827069,0.06431974589730016,0.1810834656784895,0.5653873301570497,0.2535292041644609,1.0,0.504808540674078,0.495191459325922,,47.5,1,,1,-0.5305974098818492,-0.4670733573918486,-1.3693690779462595,-0.861537994755784,1.603035490818082,0.16940348618702644,0,0,0,0,0,0 +2186,US_VA_51165,51165,Rockingham County,VA,Virginia,38.52,-78.88,google,80397.0,2210.0,36.37873303167421,11.294744579235763,3.6211019071692636,0.11734268691617847,0.1328656541910768,0.12228068211500429,0.11468089605333533,0.11910892197470055,0.13970670547408484,0.12562657810614825,0.07865965147953281,0.04972822368993868,0.22363521026903987,0.5851636255084145,0.19120116422254563,1.0,0.5084518079032799,0.49154819209672,,47.5,1,,1,0.42433911992313555,0.1445872680648244,0.029605502581179905,-0.2104181213676359,0.12977927754953533,0.34767870700659154,0,0,0,0,0,0 +2187,US_VA_51171,51171,Shenandoah County,VA,Virginia,38.86,-78.57,google,43276.0,1327.0,32.611906556141676,10.675376595036562,3.514880365987779,0.11498290045290692,0.11630002772899528,0.11112394860892874,0.11093908864035493,0.11967372215546723,0.14382105555042055,0.1355023569645993,0.09645068860338293,0.05120621129494408,0.20802292263610314,0.5765689989832702,0.21540807838062667,1.0,0.5097513633422682,0.4902486366577318,,47.5,1,,1,-0.04284993423234382,0.07045926846214937,-0.4836799984605743,-0.49338983247146384,0.7019613439306743,0.4112695770355394,0,0,0,0,0,0 +2188,US_VA_51173,51173,Smyth County,VA,Virginia,36.84,-81.53,google,30731.0,1171.0,26.24338172502135,10.333059735987526,3.304810619134676,0.10081025674400443,0.11551853177573135,0.11337086329764733,0.10419446161856107,0.13110539845758354,0.14581367348931046,0.1381341316585858,0.09459503433015522,0.056457648628420815,0.1932250821645895,0.5866551690475416,0.22011974878786894,1.0,0.5088021867169958,0.49119781328300416,,47.5,1,,1,-0.30105942145239756,-0.07614046957643965,-0.9701889034549207,-0.16131015533585344,0.813331727289627,0.3648237190125827,0,0,0,0,0,0 +2189,US_VA_51175,51175,Southampton County,VA,Virginia,36.770833,-77.160556,google,17841.0,1560.0,11.436538461538461,9.78931050747373,2.5206387898711196,0.09736001345216075,0.11159688358275881,0.10386189114959923,0.10436634717784878,0.12874838854324308,0.1785213833305308,0.14416232273975674,0.08525306877417185,0.04612970124992994,0.1866375203183678,0.6098985482876521,0.20346393139398017,1.0,0.4805784429123928,0.5194215570876072,,47.5,1,,1,-0.7112092746056563,-0.6233843562826352,-1.186768309521462,0.6039608865374684,0.41963594469353255,-1.0162427366101654,0,0,0,0,0,0 +2190,US_VA_51177,51177,Spotsylvania County,VA,Virginia,38.18,-77.65,google,132739.0,1068.0,124.2874531835206,11.796147606699916,4.830610722678526,0.12919337948907253,0.14457695176248125,0.12370139898598001,0.12617241353332478,0.13311084157632647,0.1470630334717001,0.10659263667799215,0.06041178553401789,0.029177558969104785,0.24485494089905757,0.6122593962588236,0.14288566284211873,1.0,0.5086523177061752,0.49134768229382475,,47.5,1,,1,0.80254724841486,0.9886577644843473,0.7272470221635926,0.6816900569794838,-1.0122606882866123,0.3574902105661262,0,0,0,0,0,0 +2191,US_VA_51179,51179,Stafford County,VA,Virginia,38.41,-77.45,google,146792.0,725.0,202.47172413793103,11.896778710101932,5.315527047503366,0.13512316747506675,0.15192926045016078,0.13807973186549677,0.13750749359638129,0.1416425963267753,0.14530083383290643,0.08623766962777263,0.0448525805220993,0.019326666303340782,0.2566665758351954,0.6360353425254782,0.10729808163932639,1.0,0.4949656657038531,0.505034334296147,,47.5,1,,1,0.8784532545636852,1.3270625431584875,1.1155783864620212,1.4644954736552187,-1.8534491031809837,-0.31223582227528224,0,0,0,0,0,0 +2192,US_VA_51181,51181,Surry County,VA,Virginia,37.11691,-76.88831,google,6503.0,804.0,8.088308457711443,8.780172651227646,2.2069888026122517,0.08826695371367062,0.10502844840842689,0.11102568045517454,0.09103490696601568,0.11056435491311702,0.19114254959249577,0.16146393972012918,0.09718591419344917,0.044287252037521145,0.17228971244041213,0.605505151468553,0.2222051360910349,1.0,0.5063816699984622,0.49361833000153776,25.0,25.0,0,,1,-1.4724016071116024,-0.8422688299241936,-1.658481483697847,0.4593115510693728,0.8626243057875829,0.24638108899212394,0,0,0,0,0,0 +2193,US_VA_51183,51183,Sussex County,VA,Virginia,36.93,-77.26,google,11379.0,1276.0,8.91771159874608,9.339612707680322,2.294322209074489,0.08875999648475262,0.08533263028385622,0.17769575533878196,0.14588276649969242,0.12461551981720713,0.1399947271289217,0.12303365849371649,0.07417171983478338,0.04051322611828807,0.15702610071183762,0.6667721240882327,0.1762017751999297,1.0,0.404956498813604,0.595043501186396,,47.5,1,,1,-1.050416167924365,-0.7813221457815479,-2.1603035598732685,2.476481235595141,-0.22476328617289962,-4.716635251042743,0,0,0,0,0,0 +2194,US_VA_51185,51185,Tazewell County,VA,Virginia,37.13,-81.56,google,41303.0,1347.0,30.66295471417966,10.628714626559486,3.455147376509461,0.10163910611819965,0.11081519502215335,0.10759508994504031,0.11229208532067889,0.12836839938987482,0.1410067065346343,0.15383870421034793,0.09217248141781469,0.052272232041256084,0.19029126213592235,0.588344672299833,0.22136406556424473,1.0000000000000002,0.5039101275936373,0.4960898724063627,,47.5,1,,1,-0.07804704075702805,0.028773872345084214,-1.0666441647712595,-0.10568451240445619,0.8427438092960292,0.1254416299117087,0,0,0,0,0,0 +2195,US_VA_51187,51187,Warren County,VA,Virginia,38.91,-78.21,google,39409.0,217.0,181.6082949308756,10.581774870189049,5.207343393913745,0.12091146692379913,0.12624019893932859,0.12436245527671344,0.11976959577761426,0.1209368418381588,0.1629830749321221,0.12281458550077394,0.06884214265776853,0.03313963815372123,0.22190362607526198,0.6147073003628613,0.16338907356187674,0.9999999999999999,0.5008500596310488,0.4991499403689513,,47.5,1,,1,-0.11345368259265103,1.2515652594521085,-0.027323826508568645,0.7622854861015159,-0.5276188278297347,-0.024296025174559126,0,0,0,0,0,0 +2196,US_VA_51191,51191,Washington County,VA,Virginia,36.72,-81.96,google,54179.0,566.0,95.7226148409894,10.900067115639086,4.571847241104343,0.09306188744716587,0.11452776906181361,0.10919359899592093,0.10734786540910685,0.1261558906587423,0.1497628232340944,0.14909835914284134,0.09941121098580631,0.05144059506450839,0.18468410269661678,0.5899149116816479,0.22540098562173536,1.0,0.5073552483434541,0.4926447516565459,,47.5,1,,1,0.12663404698072758,0.8080765090632351,-1.2509908607771145,-0.053985544053145,0.9381650284248354,0.2940209911786558,0,0,0,0,0,0 +2197,US_VA_51193,51193,Westmoreland County,VA,Virginia,38.11,-76.8,google,17725.0,253.0,70.0592885375494,9.782787767298343,4.263514578405824,0.10623413258110014,0.10019746121297603,0.10899858956276445,0.10188998589562764,0.0992947813822285,0.14990126939351198,0.16169252468265163,0.11480959097320169,0.056981664315937944,0.18639210155148098,0.5609703808180536,0.25263751763046544,1.0,0.5137940761636107,0.4862059238363893,,47.5,1,,1,-0.7161293752417599,0.5929027952968647,-1.1948369473590588,-1.0069627794928555,1.5819585769969358,0.6090907840988472,0,0,0,0,0,0 +2198,US_VA_51195,51195,Wise County,VA,Virginia,36.97,-82.62,google,38574.0,405.0,95.24444444444444,10.56035967723136,4.566891251444307,0.10551148441955721,0.11639964743091201,0.14198683050759578,0.1224659096800954,0.13255042256442162,0.13234302898325298,0.13475397936433867,0.0749987037901177,0.03898999325970861,0.19863120236428683,0.6200031109037175,0.18136568673199566,1.0,0.4782495981749365,0.5217504018250635,,47.5,1,,1,-0.12960715516097426,0.8046179111605527,-0.7924517786571742,0.9366461248149733,-0.10270321888255786,-1.130199601068733,0,0,0,0,0,0 +2199,US_VA_51197,51197,Wythe County,VA,Virginia,36.92,-81.09,google,28829.0,465.0,61.99784946236559,10.269171790632448,4.143100590290897,0.10329876166360262,0.11439869575774393,0.10427000589683999,0.11009747129626418,0.1347601373616844,0.14873911686149363,0.1434666481667765,0.09219882756946131,0.048770335426133404,0.19481771826979777,0.5924797946512192,0.21270248707898295,1.0,0.5120538346803566,0.4879461653196434,,47.5,1,,1,-0.3492500763196595,0.5088704232953204,-0.9178277735257995,0.030461327554052387,0.6380089206003947,0.5239359175494459,0,0,0,0,0,0 +2200,US_VA_51199,51199,York County,VA,Virginia,37.22,-76.44,google,68022.0,215.0,316.3813953488372,11.1276011622637,5.760104190586174,0.12126958925053659,0.14029284643203668,0.12253388609567493,0.12856134779924142,0.12335714915762547,0.14579106759577784,0.10986151539207903,0.07127105936314722,0.0370615389138808,0.23350386639616597,0.6032327776307665,0.16326335597306754,1.0,0.5093499162035812,0.4906500837964188,,47.5,1,,1,0.2982628988791064,1.6373161312653903,0.3540575126847027,0.384495325923952,-0.5305904312846627,0.391625649540137,0,0,0,0,0,0 +2201,US_VA_51510,51510,Alexandria,VA,Virginia,38.804722,-77.047222,google,159215.0,40.0,3980.375,11.978017049854943,8.289382516001847,0.1207549539930283,0.07431460603586346,0.14582168765505762,0.22587695882925604,0.1499858681656879,0.12181013095499796,0.09038093144490154,0.04659736833841033,0.02445749458279685,0.18020663882171906,0.703548032534623,0.11624532864365794,1.0,0.5173695945733756,0.4826304054266244,39.0,39.0,0,,1,0.939731305865355,3.4024038961014447,-1.3981965325183114,3.6873007761566226,-1.6419618295066625,0.7840508663393376,0,0,0,0,0,0 +2202,US_VA_51520,51520,Bristol,VA,Virginia,36.6111,-82.1762,google,16880.0,34.0,496.47058823529414,9.733944008101389,6.209536435726006,0.11232227488151658,0.11332938388625592,0.12174170616113744,0.12138625592417061,0.12156398104265403,0.13471563981042653,0.12908767772511848,0.09046208530805687,0.05539099526066351,0.20298578199052134,0.5866172985781991,0.2103969194312796,1.0,0.5251184834123223,0.47488151658767774,512.0,512.0,0,,1,-0.7529722057444159,1.9509579116292592,-0.6492861748821972,-0.162557012483024,0.5835119098608409,1.1632255965915788,0,0,0,0,0,0 +2203,US_VA_51530,51530,Buena Vista,VA,Virginia,37.734444,-79.354167,google,6482.0,17.0,381.29411764705884,8.776938645174996,5.946190253838133,0.11940759024992287,0.14069731564331997,0.15843875347115088,0.103517432891083,0.10783708731872879,0.1218759642085776,0.11786485652576366,0.08315334773218143,0.04720765195927183,0.2319654427645788,0.5787411292810861,0.18929342795433507,1.0,0.5387226164763962,0.4612773835236038,255.0,255.0,0,,1,-1.4748410167475792,1.7671785628341112,0.30347872736385145,-0.42187405161522457,0.0846858603164859,1.8289137477700432,0,0,0,0,0,0 +2204,US_VA_51540,51540,Charlottesville,VA,Virginia,38.0299,-78.479,google,47463.0,26.0,1825.5,10.767726807938478,7.510156846235337,0.09887701999452204,0.0873522533341761,0.2840107030739734,0.160546109601163,0.10372289994311358,0.10199523839622443,0.09487390177612035,0.04432926700798517,0.02429260687272191,0.16875882266186293,0.7151823525693698,0.11605882476876725,1.0,0.515791247919432,0.484208752080568,181.0,181.0,0,,1,0.026809799104513848,2.858611747198651,-1.7745666194394134,4.070352144139897,-1.6463702465327303,0.7068179650560413,0,0,0,0,0,0 +2205,US_VA_51550,51550,Chesapeake,VA,Virginia,36.767398,-76.287405,google,240143.0,908.0,264.4746696035242,12.388994022396096,5.5815194297407755,0.1286899888816247,0.1371183003460438,0.1330832045905981,0.14299813028070774,0.12896066093952355,0.1416489341767197,0.1042337274040884,0.055787593225703015,0.027479460154990986,0.23838462915845976,0.6262314537588021,0.1353839170827382,1.0,0.5117659061475871,0.48823409385241295,3.0,3.0,0,,1,1.2497310927116696,1.5126885751807586,0.5145224502268932,1.1417096991178701,-1.1895804557727698,0.5098467718649615,0,0,0,0,0,0 +2206,US_VA_51590,51590,Danville,VA,Virginia,36.587238,-79.404404,google,41044.0,113.0,363.2212389380531,10.622424304782367,5.897761482281934,0.12367215670987233,0.12040736770295293,0.13141993957703926,0.11046681609979535,0.10169574115583277,0.1351232823311568,0.13524510281648963,0.08274047363804697,0.059229119968813956,0.21999805087223467,0.5704098041126596,0.20959214501510573,1.0,0.5398596628008966,0.4601403371991034,162.0,162.0,0,,1,-0.08279182827649484,1.7333819532317107,-0.08997346158159542,-0.6961767606130943,0.5644893493886576,1.8845525938468892,0,0,0,0,0,0 +2207,US_VA_51595,51595,Emporia,VA,Virginia,36.693018,-77.53809,google,5467.0,18.0,303.72222222222223,8.60666819784384,5.719400614813166,0.14084507042253522,0.13480885311871227,0.12255350283519298,0.1104810682275471,0.10865191146881288,0.12548015364916773,0.11413938174501555,0.07792207792207792,0.06511798061093836,0.24869215291750502,0.5511980976769709,0.20010974940552406,1.0,0.5447228827510517,0.45527711724894826,39.0,39.0,0,,1,-1.603275955699297,1.60891064387396,0.8534031204753524,-1.328707962222227,0.3403526965835077,2.1225235018162008,0,0,0,0,0,0 +2208,US_VA_51620,51620,Franklin,VA,Virginia,36.674954,-76.930799,google,8145.0,21.0,387.85714285714283,9.005282288208358,5.963212034156098,0.14045426642111725,0.1285451197053407,0.12228360957642725,0.11405770411295273,0.10263965623081645,0.13517495395948434,0.1265807243707796,0.08324125230202578,0.04702271332105586,0.2432903621853898,0.5631553100061387,0.19355432780847145,1.0,0.549171270718232,0.450828729281768,12.0,12.0,0,,1,-1.3026014865608482,1.7790574200848366,0.6758083356721906,-0.9350256046564237,0.18540131984435657,2.3401955245500026,0,0,0,0,0,0 +2209,US_VA_51630,51630,Fredericksburg,VA,Virginia,38.301829,-77.470778,google,28498.0,27.0,1055.4814814814815,10.257624277921856,6.962699308725948,0.12811425363183382,0.14232577724752615,0.22566495894448732,0.13116709944557514,0.10583198820969893,0.11000771983998878,0.08414625587760545,0.04607340866025686,0.02666853814302758,0.24197487542985474,0.6432100498280582,0.11481507474208716,1.0,0.5363534283107586,0.46364657168924134,18.0,18.0,0,,1,-0.3579603611240722,2.4765618195512897,0.6325590506023899,1.7007173962879876,-1.6757689322008016,1.7129827669167228,0,0,0,0,0,0 +2210,US_VA_51640,51640,Galax,VA,Virginia,36.664675,-80.920275,google,6484.0,21.0,308.76190476190476,8.777247096750544,5.735803953223183,0.13803207896360273,0.12245527452190007,0.1202961135101789,0.10024676125848242,0.12507711289327575,0.1324799506477483,0.12245527452190007,0.07495373226403455,0.06400370141887723,0.23599629858112278,0.5638186304750155,0.20018507094386181,1.0,0.5367057371992597,0.46329426280074026,723.0,723.0,0,,1,-1.474608351831875,1.6203579138873254,0.43600125680130447,-0.9131862696324865,0.34213308185556907,1.7302222228618724,0,0,0,0,0,0 +2211,US_VA_51650,51650,Hampton,VA,Virginia,37.034946,-76.360126,google,134725.0,353.0,381.657223796034,11.810998365301522,5.947139611415732,0.11904249396919651,0.12423826312859529,0.17237335312673965,0.13237335312673965,0.10257190573390239,0.1356244201150492,0.11347559844126925,0.06442011504917425,0.03588049730933383,0.21843310447207276,0.6245284839487846,0.1570384115791427,1.0,0.5187827055112266,0.48121729448877343,3.0,3.0,0,,1,0.8137491704411428,1.7678410836124043,-0.1414242365094143,1.085640679749897,-0.6777302741891975,0.8531983234538453,0,0,0,0,0,0 +2212,US_VA_51660,51660,Harrisonburg,VA,Virginia,38.4494,-78.8689,google,53644.0,45.0,1192.088888888889,10.890143547070847,7.084300928030485,0.09751323540377302,0.1811199761389904,0.2901349638356573,0.12776824994407576,0.09165983148161956,0.08276787711580046,0.06763104913876668,0.034561181119976137,0.02684363582134069,0.24240921631496531,0.6623704421743345,0.09522034151070018,0.9999999999999999,0.5200022369696518,0.47999776303034825,404.0,404.0,0,,1,0.11914870267569928,2.561422994480868,0.6468388847995622,2.3315591195187078,-2.138932261376294,0.9128733970538595,0,0,0,0,0,0 +2213,US_VA_51670,51670,Hopewell,VA,Virginia,37.290399,-77.303371,google,22505.0,27.0,833.5185185185185,10.021537219309943,6.726854934010276,0.14850033325927572,0.13205954232392803,0.13628082648300377,0.13085980893134858,0.11201955121084203,0.127482781604088,0.10633192623861364,0.0671850699844479,0.039280159964452346,0.25414796711841814,0.5862208398133748,0.15963119306820706,1.0,0.5329926682959343,0.4670073317040658,50.0,50.0,0,,1,-0.5360407469771697,2.311974942720474,1.0327740359713313,-0.17561012360265577,-0.6164443514813518,1.5485314115612678,0,0,0,0,0,0 +2214,US_VA_51678,51678,Lexington,VA,Virginia,37.784021,-79.442816,google,7154.0,6.0,1192.3333333333333,8.875566691990551,7.084505790726636,0.06010623427453173,0.23147889292703383,0.3153480570310316,0.07058987978753145,0.06080514397539838,0.06877271456527817,0.08051439753983786,0.0661168577019849,0.0462678221973721,0.2452893486161588,0.6020687727145653,0.15264187866927592,1.0,0.4291305563321219,0.5708694436678781,324.0,324.0,0,,1,-1.4004459154823155,2.56156596041499,0.7415290535974941,0.34617132639853776,-0.7816517103892949,-3.5337312335510953,0,0,0,0,0,0 +2215,US_VA_51680,51680,Lynchburg,VA,Virginia,37.403672,-79.170205,google,80523.0,128.0,629.0859375,11.296310555618719,6.445856218812912,0.11062677744246985,0.15699862151186617,0.26014927412043765,0.10112638624989133,0.08359102368267451,0.0974628367050408,0.09030960098356991,0.05828148479316469,0.04145399451088509,0.23622567465196279,0.6188840455522024,0.14489027979583474,1.0,0.5311401711312296,0.4688598288687704,192.0,192.0,0,,1,0.42552033536185246,2.1158765579972325,0.4435424585915993,0.8998017271638596,-0.9648772893374744,1.4578835616154127,0,0,0,0,0,0 +2216,US_VA_51683,51683,Manassas,VA,Virginia,38.751415,-77.476396,google,41141.0,25.0,1645.64,10.624784776512419,7.406492127050745,0.1568265234194599,0.13344352349237987,0.1437495442502613,0.1496317542111276,0.13682214822196836,0.13018643202644564,0.09017768163146253,0.03993583043679055,0.019226562310104275,0.2635813422133638,0.6321674242240101,0.1042512335626261,1.0,0.49903988721713133,0.5009601127828687,93.0,93.0,0,,1,-0.08101132527495612,2.7862680570482934,1.3429153026431648,1.337147129085019,-1.9254678585287728,-0.112872807087784,0,0,0,0,0,0 +2217,US_VA_51685,51685,Manassas Park,VA,Virginia,38.773564,-77.453542,google,17149.0,6.0,2858.1666666666665,9.749753452594087,7.958285486064495,0.14426497171846756,0.14123272494022976,0.14554784535541432,0.17277975392151146,0.15283690011079362,0.12682955274360022,0.06752580325383405,0.03259665286605633,0.016385795090092716,0.2572511516706514,0.6600034987462826,0.08274534958306606,1.0,0.4844597352615313,0.5155402647384687,62.0,62.0,0,,1,-0.7410471472853214,3.171343790677922,1.1347974982061513,2.2536292606746606,-2.4338053134566984,-0.8263202831975125,0,0,0,0,0,0 +2218,US_VA_51700,51700,Newport News,VA,Virginia,37.070833,-76.484444,google,179447.0,309.0,580.7346278317152,12.09764075134786,6.366014377822477,0.13807419460899317,0.12733564785145474,0.1775956131894097,0.14456078953674345,0.10682819996990756,0.12540750193650493,0.09540421405763262,0.05314103885827013,0.03165279999108372,0.23994271289015698,0.6275613412316728,0.13249594587817015,1.0,0.5154390990097355,0.48456090099026455,15.0,15.0,0,,1,1.0299634221206235,2.0601579542998554,0.5657476010627018,1.1854952589293208,-1.2578438172523796,0.6895863373197302,0,0,0,0,0,0 +2219,US_VA_51710,51710,Norfolk,VA,Virginia,36.846944,-76.285278,google,244543.0,249.0,982.1004016064257,12.407150530806572,6.890711252883044,0.12201944034382502,0.11166952233349554,0.25301071795144414,0.14637098587978392,0.09744298548721493,0.10998474705879947,0.08953435592104456,0.04359560486294844,0.026371640161444,0.21135505821062145,0.6739105188044638,0.11473442298491472,1.0,0.47754791590844964,0.5224520840915503,7.0,7.0,0,,1,1.2634265406641876,2.4263240757230133,-0.3741293087655266,2.711507593224163,-1.6776753085681004,-1.1645348702470306,0,0,0,0,0,0 +2220,US_VA_51730,51730,Petersburg,VA,Virginia,37.21295,-77.400417,google,31137.0,60.0,518.95,10.34618421724962,6.253732653106242,0.1295885923499374,0.1004592606866429,0.16822429906542055,0.1181231332498314,0.10235411247069404,0.1461605164274015,0.12374345633811863,0.06940296110736423,0.04194366830458939,0.20995600089925168,0.6168256415197353,0.17321835758101295,1.0,0.5414458682596268,0.4585541317403732,40.0,40.0,0,,1,-0.29115962982037286,1.9818007816155303,-0.42012614471528054,0.8320302993413494,-0.2952827273095059,1.9621700483541376,0,0,0,0,0,0 +2221,US_VA_51735,51735,Poquoson,VA,Virginia,37.133153,-76.373881,google,12039.0,203.0,59.30541871921182,9.395989718862811,4.099421962369227,0.10299858792258493,0.1387989035634189,0.10083894011130493,0.11770080571476037,0.1260071434504527,0.15474707201594817,0.1228507351108896,0.09037295456433259,0.045684857546307835,0.21403771077332007,0.5884791095605947,0.19748317966608522,1.0,0.5037793836697401,0.49622061633026,3.0,3.0,0,,1,-1.0078910080801506,0.4783887594330824,-0.2859316853845197,-0.1012582651902755,0.27826811648412414,0.11904396527795086,0,0,0,0,0,0 +2222,US_VA_51740,51740,Portsmouth,VA,Virginia,36.83543,-76.29827,google,94838.0,121.0,783.7851239669421,11.459935996049522,6.6654099528815705,0.14116704274657838,0.11402602332398405,0.15969337185516355,0.14720892469263375,0.10608616799173327,0.12649992618992387,0.10883822940171661,0.05999704759695481,0.03648326620131171,0.23238786140576562,0.6167127100951096,0.15089942849912483,1.0,0.5191273540142137,0.4808726459857863,6.0,6.0,0,,1,0.5489429479295285,2.2690948123247665,0.3173665937027681,0.8283121158495802,-0.8228382380240199,0.8700629353831263,0,0,0,0,0,0 +2223,US_VA_51750,51750,Radford,VA,Virginia,37.127585,-80.569523,google,17484.0,26.0,672.4615384615385,9.769098649497476,6.512430887258415,0.06846259437199725,0.18531228551818807,0.33316174788377945,0.09563029055136124,0.09076870281400137,0.09202699611072981,0.07635552505147564,0.036719286204529855,0.021562571493937314,0.2167124227865477,0.6868279569892473,0.09645962022420498,0.9999999999999999,0.5244795241363532,0.47552047586364676,641.0,641.0,0,,1,-0.7264550720177707,2.1623365033264452,-0.19799512361149652,3.1368046757131207,-2.1096392647355544,1.1319595381742724,0,0,0,0,0,0 +2224,US_VA_51760,51760,Richmond,VA,Virginia,37.540833,-77.436667,google,227230.0,161.0,1411.3664596273293,12.333722400183515,7.253021916694475,0.10874444395546362,0.10415438102363245,0.20926814241077324,0.16247854596664174,0.10424679839809885,0.12317915768164416,0.10794789420411037,0.04841350173832681,0.03156713462130881,0.1920679487743696,0.6739774677639396,0.13395458346169078,1.0,0.5254059763235488,0.47459402367645115,45.0,45.0,0,,1,1.2080397273813785,2.6791669967005167,-1.0082320016821238,2.713711838116487,-1.223365805673138,1.177293426099709,0,0,0,0,0,0 +2225,US_VA_51770,51770,Roanoke,VA,Virginia,37.266667,-79.933333,google,98986.0,111.0,891.7657657657658,11.502743807363089,6.7943242460954565,0.13177621077728163,0.10846988463014971,0.14009051785100923,0.13842361546077223,0.12056250378841453,0.13502919604792596,0.12111813791849352,0.06314024205443194,0.041389691471521224,0.2185521184814014,0.6163588790333987,0.16508900248519992,1.0,0.5216394237568949,0.4783605762431051,,47.5,1,,1,0.5812328650519148,2.35905922603828,-0.1375114104812563,0.816662490274681,-0.4874373805913052,0.9929855100713214,0,0,0,0,0,0 +2226,US_VA_51775,51775,Salem,VA,Virginia,37.286895,-80.055836,google,25373.0,37.0,685.7567567567568,10.141480306700544,6.531980163669985,0.10077641587514287,0.13880897016513616,0.14263193158081425,0.1101958775075868,0.11744768060536791,0.13199069877428762,0.1305324557600599,0.07811453119457691,0.04950143853702755,0.21182359200725182,0.5952942103811137,0.19288219761163442,1.0,0.5229180625073897,0.47708193749261024,1075.0,1075.0,0,,1,-0.44556771805083045,2.175979204589775,-0.3587253135143082,0.12312388043122946,0.16951408851896296,1.05555286822881,0,0,0,0,0,0 +2227,US_VA_51790,51790,Staunton,VA,Virginia,38.1581,-79.0764,google,24325.0,51.0,476.96078431372547,10.099301016178382,6.169528687941219,0.10861253854059609,0.10219938335046248,0.13130524152106887,0.13105858170606371,0.11691675231243577,0.13146968139773896,0.13327852004110996,0.08896197327852004,0.05619732785200411,0.1903720452209661,0.5978293936279548,0.21179856115107915,1.0,0.5419527235354573,0.45804727646454263,432.0,432.0,0,,1,-0.4773835421597825,1.9230380162962817,-1.0639882576257298,0.20659291067025298,0.6166427025890491,1.986971889816104,0,0,0,0,0,0 +2228,US_VA_51800,51800,Suffolk,VA,Virginia,36.7411,-76.6097,google,90108.0,1111.0,81.1053105310531,11.408775327620063,4.408002698057751,0.13373951258489813,0.13104274870155813,0.12415101877746704,0.13649176543703112,0.12881209215607936,0.14525902250632575,0.10765969725218627,0.06213654725440582,0.030707595330048385,0.23857371154614465,0.614752297243308,0.14667399121054733,1.0,0.5150153149553869,0.4849846850446131,11.0,11.0,0,,1,0.5103524736020183,0.693735593964789,0.5207389157688335,0.763766975054772,-0.9227154641484855,0.6688494022787725,0,0,0,0,0,0 +2229,US_VA_51810,51810,Virginia Beach,VA,Virginia,36.8506,-75.9779,google,449896.0,1288.0,349.29813664596276,13.016773946658555,5.858784610880024,0.1245243345128652,0.12041005032274125,0.1582765794761456,0.1505481266781656,0.12148363177267635,0.13115920123761937,0.10252813983676227,0.05881803794654765,0.0322518982164767,0.2208523747710582,0.6368136191475364,0.14233400608140548,1.0000000000000002,0.5089153937798958,0.4910846062201042,6.0,6.0,0,,1,1.7232652703188354,1.7061814675707292,-0.06188583721996965,1.490119654858627,-1.025300272895238,0.37036325615524984,0,0,0,0,0,0 +2230,US_VA_51820,51820,Waynesboro,VA,Virginia,38.069722,-78.894444,google,22242.0,39.0,570.3076923076923,10.00978263135373,6.34792793020776,0.1356892365794443,0.11680604262206636,0.128855318766298,0.13766747594640769,0.11455804334142614,0.12917003866558763,0.11177052423343224,0.0791295746785361,0.04635374516680155,0.22913407067709737,0.5894973473608489,0.18136858196205377,1.0,0.5198723136408596,0.4801276863591404,392.0,392.0,0,,1,-0.5449072285670293,2.047536105975259,0.21039164911322003,-0.06773353996741902,-0.10263478394258647,0.9065158864259321,0,0,0,0,0,0 +2231,US_VA_51830,51830,Williamsburg,VA,Virginia,37.2708,-76.7069,google,14994.0,23.0,651.9130434782609,9.61547209118311,6.481443955751131,0.06822729091636655,0.18994264372415634,0.2849139655862345,0.09223689475790316,0.06716019741229826,0.08903561424569828,0.096171802054155,0.0714952647725757,0.04081632653061224,0.22018140589569163,0.619421101774043,0.16039749233026543,1.0,0.5431505935707617,0.4568494064292384,15.0,15.0,0,,1,-0.8423355312973174,2.140711894787434,-0.08394529471096478,0.917483905395638,-0.5983312333710648,2.045587009603461,0,0,0,0,0,0 +2232,US_VA_51840,51840,Winchester,VA,Virginia,39.1783,-78.1667,google,28178.0,23.0,1225.1304347826087,10.246332298662626,7.111618501361237,0.13034991837603804,0.13542479948896302,0.1482717013272766,0.13095322592093123,0.11587053729860175,0.12729789197246077,0.1100858826034495,0.06302789410178153,0.03871814891049755,0.23868975796720845,0.6045212577187877,0.15678898431400384,1.0,0.508304350912059,0.49169564908794094,221.0,221.0,0,,1,-0.3664778971353722,2.580486896609234,0.524554176336681,0.4269175782654454,-0.6836260198033199,0.34046322540244683,0,0,0,0,0,0 +2233,US_WA_53001,53001,Adams 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County,WA,Washington,46.25,-119.5,google,198200.0,4558.0,43.48398420359807,12.197036946273975,3.7951292188535306,0.14883955600403634,0.14301210898082745,0.12818869828456106,0.1365539858728557,0.11490413723511604,0.12368314833501513,0.11119576185671039,0.06148335015136226,0.03213925327951564,0.2632492431886983,0.5875302724520686,0.1492204843592331,1.0,0.49856710393541875,0.5014328960645812,,201.5,1,,1,1.1049379372373918,0.2660343526005794,1.3319968761909577,-0.13249802405273922,-0.8625236651308472,-0.1360074109048009,0,0,0,0,0,0 +2236,US_WA_53007,53007,Chelan 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County,WA,Washington,45.77,-122.48,google,474381.0,1700.0,279.04764705882354,13.069768183281393,5.6349597567595335,0.12950560836121178,0.13643252997063543,0.12526218377211568,0.1323008299236268,0.13306182161595848,0.1321406211462938,0.11604385504478468,0.06501946747445618,0.030233082690917217,0.2386516323377201,0.6080738899745142,0.15327447768776575,1.0,0.5056716015186106,0.49432839848138943,,201.5,1,,1,1.7632388044942036,1.5499825599596562,0.5233007192332405,0.5438853633558723,-0.766698882811751,0.21163545901803668,0,0,0,0,0,0 +2239,US_WA_53013,53013,Columbia County,WA,Washington,46.3,-117.92,google,4002.0,2262.0,1.7692307692307692,8.294799358992574,1.0185695809945732,0.095952023988006,0.1111944027986007,0.0944527736131934,0.10419790104947527,0.09545227386306847,0.14192903548225888,0.1671664167916042,0.12343828085957022,0.06621689155422289,0.18490754622688654,0.5418540729635183,0.2732383808095952,1.0,0.5132433783108445,0.4867566216891554,,201.5,1,,1,-1.8385185119187193,-1.6716216957178824,-1.2436447032449476,-1.6363530534925252,2.068903934265226,0.5821436031399976,0,0,0,0,0,0 +2240,US_WA_53015,53015,Cowlitz County,WA,Washington,46.19,-122.68,google,106805.0,3021.0,35.35418735518041,11.578769383705488,3.593309392810801,0.12404849960207856,0.12608960254669727,0.11984457656476756,0.11643649641870699,0.11848696222086981,0.13708159730349703,0.13363606572725997,0.0832264407097046,0.04114975890641824,0.22492018163943633,0.5838855858808109,0.1911942324797528,1.0,0.5046392959131126,0.4953607040868873,,201.5,1,,1,0.6385789307336167,0.12519192254068529,0.07185153270727174,-0.2524966292845846,0.12961543101837839,0.16112186827774586,0,0,0,0,0,0 +2241,US_WA_53017,53017,Douglas County,WA,Washington,47.74,-119.69,google,42027.0,4788.0,8.777568922305765,10.646091341808665,2.280090876695126,0.1421705094344112,0.14257501130225808,0.1186618126442525,0.12353962928593523,0.11623480143717134,0.12108882385133367,0.11987531824779309,0.07597496847264854,0.03987912532419635,0.2562305184762177,0.567977728603041,0.17579175292074142,1.0,0.4950626977895163,0.5049373022104837,,201.5,1,,1,-0.06493979051371826,-0.7912536548636893,1.1012421197182778,-0.7762510449903263,-0.23445503760541034,-0.3074877718551712,0,0,0,0,0,0 +2242,US_WA_53019,53019,Ferry County,WA,Washington,48.47,-118.51,google,7576.0,5847.0,1.2957072002736445,8.932872621931374,0.8310409443119655,0.0945089757127772,0.10810454065469904,0.09186906019007392,0.09371700105596621,0.11034846884899684,0.14374340021119325,0.20155755015839494,0.1115364308342133,0.04461457233368532,0.18099260823653643,0.5620776135163675,0.2569297782470961,1.0,0.48534846884899685,0.5146515311510031,,201.5,1,,1,-1.3572200725431325,-1.8024908447706889,-1.3723561999307325,-0.9705079631822959,1.6834153150607691,-0.7828320714942246,0,0,0,0,0,0 +2243,US_WA_53021,53021,Franklin County,WA,Washington,46.54,-118.9,google,91896.0,3277.0,28.042722001830942,11.428423663632492,3.3687679184093646,0.1861125620266388,0.16965917994254376,0.14302037085400887,0.15199791068164012,0.12003786889527292,0.09495516671019413,0.0777618177069731,0.03854357099329677,0.01791155218943153,0.32183990598067386,0.5828240619831113,0.09533603203621485,1.0,0.4833180987202925,0.5166819012797075,,201.5,1,,1,0.5251732065936404,-0.03150708728421705,3.258283299719439,-0.28744651719778846,-2.1361976689570614,-0.8821837413742024,0,0,0,0,0,0 +2244,US_WA_53025,53025,Grant County,WA,Washington,47.21,-119.47,google,95357.0,7229.0,13.190897772859318,11.465393508924874,2.6526007571663395,0.16725568128191953,0.15893956395440292,0.13874178088656314,0.1235147917824596,0.11213649758276792,0.11119267594408382,0.09951026143859391,0.05816038675713372,0.030548360372075464,0.29440733244544187,0.567128789706052,0.13846387784850614,1.0,0.4921190893169877,0.5078809106830122,,201.5,1,,1,0.5530595479852674,-0.5312930859958003,2.356382016387288,-0.8042017292464454,-1.1167790113663738,-0.45152673947197236,0,0,0,0,0,0 +2245,US_WA_53027,53027,Grays Harbor 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County,WA,Washington,47.84,-123.58,google,31210.0,5655.0,5.519009725906278,10.348525875764018,1.8747224818735302,0.06331304069208588,0.07199615507850048,0.0756167894905479,0.08586991348926626,0.09022749118872156,0.1411727010573534,0.23844921499519384,0.16597244472925343,0.06738224927907722,0.12090996475488626,0.5265107337391862,0.3525793015059276,1.0,0.5096443447612945,0.49035565523870556,,201.5,1,,1,-0.28939331762083087,-1.0741449392118596,-3.3476945032252927,-2.14152113050595,3.944295884521488,0.4060328595633854,0,0,0,0,0,0 +2248,US_WA_53033,53033,King County,WA,Washington,47.47,-121.84,google,2203836.0,5974.0,368.9045865416806,14.605710490077199,5.913245098171324,0.11709128991449455,0.10879167052357798,0.1516410477004641,0.16901666004185428,0.13982664771788827,0.12785842503707173,0.10212874279211338,0.05272488515479373,0.030920631117741973,0.20412462633335693,0.6611654859980507,0.1347098876685924,1.0,0.49861967950428254,0.5013803204957175,,201.5,1,,1,2.9217995500533913,1.7441873836531696,-0.6118443660413375,2.291886830093377,-1.2055125791516128,-0.13343474177040987,0,0,0,0,0,0 +2249,US_WA_53035,53035,Kitsap County,WA,Washington,47.64,-122.65,google,266289.0,1466.0,181.64324693042292,12.492341219463448,5.20753477982536,0.11433818144947783,0.11247929880693532,0.15514722726060784,0.13024946580594768,0.11115742670557177,0.13414748637758225,0.13060622106057704,0.07619165643342383,0.03568303609987645,0.2043216204950261,0.6185005764413851,0.1771778030635888,1.0,0.4882965499889218,0.5117034500110782,,201.5,1,,1,1.3276858473636108,1.2516988204475745,-0.6053677849436803,0.8871762907791624,-0.20169278506618987,-0.6385742437945414,0,0,0,0,0,0 +2250,US_WA_53037,53037,Kittitas 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County,WA,Washington,45.87,-120.79,google,21751.0,4932.0,4.410178426601784,9.987460986312307,1.6882820732021082,0.10114477495287573,0.1111673026527516,0.09521401314882075,0.10730541124545998,0.11999448301227529,0.1427060824789665,0.17419888740747552,0.1043630177922854,0.04390602730908924,0.19007861707507698,0.5745528941198106,0.2353684888051124,1.0,0.4944140499287389,0.5055859500712611,,201.5,1,,1,-0.561744437625518,-1.204254655058524,-1.0736353008024586,-0.5597685914912844,1.173768233809911,-0.33922791973325017,0,0,0,0,0,0 +2252,US_WA_53041,53041,Lewis County,WA,Washington,46.58,-122.4,google,78320.0,6310.0,12.41204437400951,11.268571045253626,2.596153137128893,0.11853932584269664,0.11954800817160367,0.11438968335035751,0.11602400408580184,0.11394279877425945,0.13712972420837588,0.14322012257405517,0.0913432073544433,0.04586312563840654,0.21417773237997959,0.577005873340143,0.20881639427987742,1.0,0.5003192032686414,0.4996807967313585,,201.5,1,,1,0.4045964323820114,-0.5706857469303525,-0.2813281921476107,-0.47900606792509215,0.5461528255434055,-0.05027230670369968,0,0,0,0,0,0 +2253,US_WA_53043,53043,Lincoln County,WA,Washington,47.57,-118.41,google,10585.0,6060.0,1.7466996699669968,9.267287652417933,1.0104000709457652,0.11062824752007558,0.12706660368445913,0.08530940009447331,0.09409541804440245,0.10269248937175247,0.14152102031176192,0.16721776098252245,0.10911667453944261,0.06235238545111006,0.2122815304676429,0.5326405290505433,0.25507794048181387,1.0,0.49277279168634863,0.5072272083136514,,201.5,1,,1,-1.1049709318478926,-1.67732288806471,-0.3436696613501603,-1.9397021610723946,1.6396431782149785,-0.4195392603998932,0,0,0,0,0,0 +2254,US_WA_53045,53045,Mason County,WA,Washington,47.35,-123.18,google,63740.0,2722.0,23.416605437178546,11.062583276583748,3.1952634515335765,0.10673046752431754,0.10721681832444305,0.11330404769375588,0.11269218700972701,0.1086915594603075,0.1401004079071227,0.16598682146219015,0.10029808597427048,0.0449796046438657,0.192503922183872,0.5792249764668969,0.22827110134923126,1.0000000000000002,0.4830247882020709,0.516975211797929,,201.5,1,,1,0.2492199304194446,-0.15258929818582884,-0.9938984949470049,-0.4059437414753855,1.0060063376056416,-0.8965362426086824,0,0,0,0,0,0 +2255,US_WA_53047,53047,Okanogan County,WA,Washington,48.55,-119.75,google,41915.0,13766.0,3.0448205724248147,10.643422894594833,1.397437191658832,0.13095550518907312,0.12253369915304783,0.10382917809853275,0.11019921269235357,0.1093641894309913,0.12787784802576643,0.15719909340331623,0.09309316473816057,0.0449481092687582,0.22898246451151139,0.5543767147799118,0.21664082070857688,1.0,0.49550280329237745,0.5044971967076226,,201.5,1,,1,-0.06695259931510616,-1.4072243071994601,0.20540729009464453,-1.2240543489521647,0.7310998391521553,-0.28595218284385765,0,0,0,0,0,0 +2256,US_WA_53051,53051,Pend Oreille County,WA,Washington,48.53,-117.28,google,13358.0,3692.0,3.618093174431203,9.499945593989812,1.5299818870889201,0.09971552627638867,0.11229225932025752,0.08444377900883365,0.09357688276688127,0.10181164845036682,0.15541248689923642,0.19224434795628087,0.11251684383889804,0.04798622548285671,0.1895493337325947,0.5538254229675101,0.25662524329989517,1.0,0.48974397364874983,0.5102560263512502,,201.5,1,,1,-0.9294771277804083,-1.3147263729679155,-1.0910365601198908,-1.2422052234568841,1.6762169817979338,-0.5677477695499308,0,0,0,0,0,0 +2257,US_WA_53053,53053,Pierce County,WA,Washington,47.05,-122.11,google,879654.0,4679.0,188.00042744176105,13.687285064129933,5.241749276653704,0.13367187553287999,0.12464900972427795,0.15100141646601958,0.14466142369613508,0.12292560484008486,0.12978398324795887,0.10589277147605763,0.057255466353816384,0.03015844866276968,0.23339108331230235,0.6262486159330828,0.1403603007546149,1.0,0.5010697387836581,0.4989302612163419,,201.5,1,,1,2.229031572038812,1.2755758248582327,0.3503495409209849,1.1422747509916507,-1.0719530095859036,-0.013546511900600312,0,0,0,0,0,0 +2258,US_WA_53055,53055,San Juan County,WA,Washington,48.57,-122.97,google,16729.0,1609.0,10.397141081417029,9.72495879398087,2.4333625416174627,0.0659931854862813,0.08147528244366072,0.07376412218303545,0.08858867834299719,0.10120150636619045,0.14926176101380836,0.2301392790961803,0.149441090322195,0.06013509474565126,0.1311734114412099,0.5441807639428538,0.3246458246159364,1.0,0.5171857253870524,0.48281427461294757,,201.5,1,,1,-0.7597497496172679,-0.6842911518714546,-3.0102629558016427,-1.5597484767018726,3.2840285566105774,0.7750536345329683,0,0,0,0,0,0 +2259,US_WA_53057,53057,Skagit County,WA,Washington,48.48,-121.78,google,125860.0,4974.0,25.30357860876558,11.742933402385448,3.2697049987015596,0.12291434927697442,0.11909264261878277,0.12088034323851898,0.12269982520260607,0.11105990783410138,0.1293580168441125,0.1396551724137931,0.08890036548546003,0.045439377085650726,0.21818846337200065,0.577644207849992,0.2041673287780073,1.0,0.5047433656443667,0.4952566343556332,,201.5,1,,1,0.7624077926865236,-0.10063935547634911,-0.14946730697917718,-0.4579893770915621,0.43626224270291253,0.1662142903134528,0,0,0,0,0,0 +2260,US_WA_53059,53059,Skamania County,WA,Washington,46.03,-121.91,google,11809.0,4361.0,2.707865168539326,9.376701909191407,1.310456284728386,0.09695994580404776,0.11135574561774918,0.09221779998306376,0.11474299263273774,0.12168684901346431,0.1634346684731984,0.17520535185028369,0.0823101024642222,0.04208654416123296,0.1860445422982471,0.6019561351511559,0.211999322550597,1.0,0.4913201795240918,0.5086798204759082,,201.5,1,,1,-1.0224397961786584,-1.4679249952394138,-1.2062636600633192,0.34246281806960965,0.6213881266309379,-0.4906196225308506,0,0,0,0,0,0 +2261,US_WA_53061,53061,Snohomish County,WA,Washington,48.04,-121.71,google,802089.0,5689.0,140.98945333098962,13.594976100003892,4.955752782525961,0.1273935934790279,0.12088808099849269,0.13055907760859456,0.15017286111640976,0.1356208600292486,0.14233707231990464,0.11042664841432809,0.054335616122400385,0.028266189911593353,0.22410405827782207,0.6380808114810201,0.13781513024115777,1.0,0.4985631270345311,0.5014368729654689,,201.5,1,,1,2.1594029526391902,1.075989679079704,0.04501982819176488,1.531841023652778,-1.1321135452978082,-0.13620201175050395,0,0,0,0,0,0 +2262,US_WA_53063,53063,Spokane County,WA,Washington,47.62,-117.4,google,505623.0,4612.0,109.63204683434519,13.13354858904263,4.706209801496793,0.12297304513441833,0.12624821260108815,0.14747351287421656,0.13387642571639344,0.1175480545782134,0.12973500018788703,0.11958118993795773,0.06584154597397666,0.03672301299584869,0.22397161521528888,0.6136732308459069,0.1623551539388042,0.9999999999999999,0.5041562587144968,0.49584374128550324,,201.5,1,,1,1.8113483422833911,0.9018430625570198,0.040665494905691435,0.7282395133350634,-0.5520577241937372,0.1374855117247376,0,0,0,0,0,0 +2263,US_WA_53065,53065,Stevens County,WA,Washington,48.4,-117.85,google,44636.0,6580.0,6.783586626139818,10.706318390495808,2.0520172378902815,0.11349583295994264,0.12310690922125639,0.09225737073214446,0.09635720046599158,0.10948561699076978,0.14842279774173314,0.17315619679182723,0.09989694417062461,0.04382113092571019,0.21198136033694776,0.5577224661708038,0.2302961734922484,1.0,0.5024867819697105,0.4975132180302895,,201.5,1,,1,-0.019510548724441988,-0.950417628749366,-0.3535383608997753,-1.1138979630709502,1.0538732385991172,0.055793361079205614,0,0,0,0,0,0 +2264,US_WA_53067,53067,Thurston County,WA,Washington,46.93,-122.83,google,280269.0,2004.0,139.85479041916167,12.543508703240866,4.947729504529699,0.1195066168573763,0.11861461667184027,0.1329365716508069,0.14277354969689834,0.12430557785556019,0.1278628745954779,0.12673538636096035,0.07142067085549954,0.03584413545558018,0.2143983101948485,0.6149691903135915,0.1706324994915599,0.9999999999999999,0.5108520742572314,0.48914792574276855,,201.5,1,,1,1.3662814625057058,1.0703905365564101,-0.27407625079951287,0.7709080187109597,-0.3564050006950915,0.46513043024189554,0,0,0,0,0,0 +2265,US_WA_53069,53069,Wahkiakum County,WA,Washington,46.29,-123.43,google,4251.0,743.0,5.721399730820996,8.355144739461839,1.9052964261219594,0.08633262761703128,0.10938602681721948,0.07904022582921666,0.07715831569042578,0.09221359680075276,0.14302517054810632,0.19736532580569277,0.14984709480122324,0.06563161609033169,0.17384144907080687,0.5119971771347918,0.31416137379440134,1.0,0.49776523171018583,0.5022347682898142,,201.5,1,,1,-1.7930000125075176,-1.0528085388744972,-1.6074650066418716,-2.619369229493451,3.0362061907872704,-0.1752452540354542,0,0,0,0,0,0 +2266,US_WA_53071,53071,Walla Walla County,WA,Washington,46.23,-118.48,google,60512.0,3364.0,17.988109393579073,11.010613496969443,2.943812961867919,0.11475409836065574,0.13736118455843468,0.15851401374933896,0.11936475409836066,0.10926758328926493,0.12124867794817556,0.11994315177154945,0.07106028556319408,0.04848625066102591,0.2246430460074035,0.5958388418826018,0.17951811210999472,1.0,0.4887460338445267,0.5112539661554732,,201.5,1,,1,0.21001914380780218,-0.32806709290339725,0.06274013884309561,0.1410554691333394,-0.14637458724063254,-0.6165797458421238,0,0,0,0,0,0 +2267,US_WA_53073,53073,Whatcom County,WA,Washington,48.83,-121.9,google,221410.0,6485.0,34.141865844255975,12.307775981852645,3.5593931787954323,0.10931755566595908,0.121990876654171,0.1790298541167969,0.1249582223025157,0.11375728286888578,0.11890610180208663,0.12364391852219864,0.07220992728422383,0.036186260783162456,0.20691025698929588,0.6228715956822185,0.17021814732848561,1.0,0.504769432274965,0.495230567725035,,201.5,1,,1,1.1884683530966804,0.10152307843344385,-0.5202611297746393,1.0310888610610467,-0.3661990981719147,0.16748980320711987,0,0,0,0,0,0 +2268,US_WA_53075,53075,Whitman County,WA,Washington,46.89,-117.52,google,49382.0,5641.0,8.754121609643681,10.807361514395195,2.277689924879166,0.08636750232878376,0.1636628731116601,0.3380989024340853,0.1046535174760034,0.07891539427321696,0.084342472965858,0.07577659876068203,0.04323437689846503,0.024948361751245395,0.21729780081811187,0.6766311611518367,0.10607103803005144,1.0,0.49050261228787817,0.5094973877121218,,201.5,1,,1,0.05670624434164467,-0.7929291884068848,-0.17874963804944696,2.8010827269528176,-1.8824528970272276,-0.5306254662972856,0,0,0,0,0,0 +2269,US_WA_53077,53077,Yakima County,WA,Washington,46.46,-120.74,google,249922.0,11168.0,22.37840257879656,12.428908149402641,3.1518126294495152,0.16713614647770103,0.1588055473307672,0.1381631068893495,0.12462688358767936,0.11315530445498996,0.11139875641200055,0.09629404374164739,0.057453925624794934,0.03296628548107009,0.2941805843423148,0.5672521826809964,0.13856723297668871,1.0,0.4998399500644201,0.5001600499355799,,201.5,1,,1,1.2798383047719433,-0.18291198496251657,2.3489272143454456,-0.8001391069607564,-1.1143359923831033,-0.07372350186342318,0,0,0,0,0,0 +2270,US_WV_54001,54001,Barbour County,WV,West Virginia,39.13,-80.0,google,16515.0,888.0,18.597972972972972,9.71208488700598,2.975426141142004,0.1044504995458674,0.1309112927641538,0.1334544353617923,0.10311837723281865,0.12455343627005752,0.13551316984559492,0.13587647593097185,0.08792007266121707,0.044202240387526494,0.20917953375719045,0.5907599152285801,0.20006055101422948,1.0,0.5086890705419316,0.4913109294580684,,596.5,1,,1,-0.7694605331519712,-0.30600544971310667,-0.4456540708863657,-0.02616442828218519,0.3391897876307297,0.35928862926505856,0,0,0,0,0,0 +2271,US_WV_54003,54003,Berkeley County,WV,West Virginia,39.47,-78.03,google,115073.0,833.0,138.14285714285714,11.653330678662892,4.935501154587222,0.1269889548373641,0.12845758779209718,0.12559853310507244,0.13766913176852955,0.13321978222519618,0.14331772005596446,0.1139711313687833,0.06441128674841187,0.026365872098580902,0.22975502507104184,0.6224822503975737,0.14776272453138442,0.9999999999999999,0.5044623847470736,0.4955376152529264,,596.5,1,,1,0.6948204894780442,1.0618568332266063,0.2308067794716601,1.0182699560063782,-0.8969809290819164,0.15246511179876499,0,0,0,0,0,0 +2272,US_WV_54011,54011,Cabell County,WV,West Virginia,38.42,-82.24,google,94452.0,746.0,126.6112600536193,11.455857635262708,4.848988611951655,0.11120992673527294,0.12021979418117139,0.16526913141066363,0.12226316012366069,0.11441790539109813,0.12018803201626223,0.12226316012366069,0.07800787701689747,0.04616101300131284,0.20738576208021006,0.6073137678397493,0.18530047008004066,1.0,0.5109261847287511,0.4890738152712489,,596.5,1,,1,0.5458666418124796,1.0014829989291096,-0.5046279391381253,0.5188589051970416,-0.009696218810436114,0.4687568621899292,0,0,0,0,0,0 +2273,US_WV_54025,54025,Greenbrier County,WV,West Virginia,37.95,-80.45,google,35208.0,2653.0,13.271013946475687,10.469057010723345,2.658230483377652,0.10455010224948875,0.10909452397182459,0.10679391047489208,0.11196319018404909,0.11835378323108385,0.14465462394910247,0.1520677118836628,0.09818791183821858,0.0543342422176778,0.19182572142694843,0.5796182685753238,0.2285560099977278,1.0,0.51062258577596,0.48937741422403996,,596.5,1,,1,-0.1984767246187881,-0.5273643128136982,-1.016195715156426,-0.39299489017165234,1.012740761421995,0.45390091917383724,0,0,0,0,0,0 +2274,US_WV_54029,54029,Hancock County,WV,West Virginia,40.52,-80.58,google,29383.0,229.0,128.31004366812226,10.288205587499503,4.862212960008749,0.09893475819351326,0.10979137596569445,0.10186162066501038,0.10608174794949461,0.1298710138515468,0.1486233536398598,0.1541367457373311,0.0879079739985706,0.062791409998979,0.18676785896606882,0.5854643841677161,0.22776775686621517,1.0,0.5123710989347582,0.4876289010652418,,596.5,1,,1,-0.33489288999075373,1.0107117717055,-1.1824831631250314,-0.2005158653239471,0.9941087167642199,0.5394605418641955,0,0,0,0,0,0 +2275,US_WV_54031,54031,Hardy County,WV,West Virginia,39.01,-78.86,google,13849.0,1514.0,9.147291941875826,9.536040511615484,2.317206866133266,0.1108383276770886,0.11307675644450862,0.10224564950537945,0.10701133655859629,0.12968445375117338,0.15098563073146076,0.14333164849447613,0.10015163549714781,0.04267456134016896,0.2012997328326955,0.5842082460827497,0.21449202108455484,1.0,0.4959924904325222,0.5040075095674778,,596.5,1,,1,-0.9022507440221965,-0.7653518084046687,-0.7047184476600764,-0.24187328117508616,0.6803083751479961,-0.2619904261157,0,0,0,0,0,0 +2276,US_WV_54033,54033,Harrison County,WV,West Virginia,39.29,-80.38,google,67905.0,1079.0,62.933271547729376,11.125879674885814,4.157839907374026,0.11655989986009867,0.11701641999852735,0.11461600765775716,0.1219350563286945,0.12623518150357116,0.14300861497680584,0.13225830203961417,0.08034754436344893,0.048022973271482215,0.21017303585892055,0.5953272954863412,0.19449966865473825,1.0,0.508887416243281,0.49111258375671896,,596.5,1,,1,0.29696438155122945,0.5191564357060718,-0.41299068189033245,0.12421318301010022,0.20774646781815798,0.36899423730370723,0,0,0,0,0,0 +2277,US_WV_54035,54035,Jackson County,WV,West Virginia,38.83,-81.67,google,28908.0,1206.0,23.970149253731343,10.27190824430491,3.217681081595858,0.11284073612840737,0.12183478621834787,0.10834371108343711,0.11100733361007334,0.12373737373737374,0.14971634149716342,0.1361214888612149,0.08419814584198146,0.05220008302200083,0.21030856510308565,0.5852324616023247,0.20445897329458973,1.0,0.5042548775425488,0.4957451224574512,,596.5,1,,1,-0.34718597027027964,-0.13694488130139965,-0.40853488414738454,-0.20815174397212266,0.4431558831337872,0.14231120587284432,0,0,0,0,0,0 +2278,US_WV_54037,54037,Jefferson County,WV,West Virginia,39.31,-77.86,google,56444.0,548.0,103.0,10.941021991695647,4.6443908991413725,0.11666430444334207,0.13485932960102048,0.10964850116930054,0.12323719084402239,0.13872156473673022,0.1540110552051591,0.1221387569980866,0.07068953298844873,0.030029764013889872,0.22455176812415847,0.6136595563744597,0.1617886755013819,1.0,0.5043583020338743,0.4956416979661257,,596.5,1,,1,0.15752629568592733,0.8587019866672344,0.059739194001635194,0.7277892914932501,-0.5654476507563697,0.14737205452029403,0,0,0,0,0,0 +2279,US_WV_54039,54039,Kanawha County,WV,West Virginia,38.34,-81.53,google,183385.0,2359.0,77.73844849512506,12.119348500012908,4.366131581170142,0.11015077569048723,0.11196117457807345,0.11935000136325218,0.12023338877225509,0.1221528478337923,0.13943888540502222,0.14473375685034218,0.08258581672437768,0.04939335278239769,0.19971971535294603,0.5959342367151075,0.20434604793194644,0.9999999999999999,0.5178776890149139,0.482122310985086,,596.5,1,,1,1.0463375693568273,0.6645153237494928,-0.7566647147809179,0.14419627332135299,0.4404866512390433,0.8089133436334557,0,0,0,0,0,0 +2280,US_WV_54045,54045,Logan County,WV,West Virginia,37.83,-81.94,google,33028.0,1108.0,29.8086642599278,10.405141242419408,3.427795957560607,0.11169310887731622,0.1116628315368778,0.11151144483468572,0.11435751483589682,0.13579387186629527,0.13730773888821607,0.1554741431512656,0.08005328811917162,0.04214605789027492,0.20102337410681845,0.5990402083081021,0.19993641758507932,0.9999999999999999,0.5069637883008357,0.49303621169916434,,596.5,1,,1,-0.24668836632665775,0.009686350638830974,-0.7138042991646188,0.24645808699507948,0.336255629169462,0.27486576013206254,0,0,0,0,0,0 +2281,US_WV_54049,54049,Marion County,WV,West Virginia,39.51,-80.24,google,56349.0,807.0,69.82527881040892,10.939337519467923,4.260215982318912,0.11348914798842925,0.11890184386590712,0.14177713890219878,0.11748212035706046,0.12133312037480701,0.12793483469094394,0.13137766419989708,0.0805693091270475,0.04713482049370885,0.20861062308115494,0.5979964151981402,0.1933929617207049,1.0,0.5072849562547694,0.4927150437452306,,596.5,1,,1,0.15625569887288848,0.5906008297378992,-0.4643581588626107,0.2120919721324726,0.18158708805342455,0.29058140334614924,0,0,0,0,0,0 +2282,US_WV_54051,54051,Marshall County,WV,West Virginia,39.87,-80.67,google,31252.0,809.0,38.630407911001235,10.349870650556843,3.679596700134515,0.10360936900038398,0.11020094713938308,0.11327275054396518,0.10591322155382056,0.12463202355049277,0.14600665557404327,0.15630999616024574,0.09071419429156534,0.04934084218610009,0.19177012671189045,0.5900198387303213,0.2182100345577883,1.0,0.507007551516703,0.4929924484832971,,596.5,1,,1,-0.288378954464291,0.18540857362541935,-1.0180235037447944,-0.050530898709648685,0.7681915567074044,0.27700721627065766,0,0,0,0,0,0 +2283,US_WV_54053,54053,Mason County,WV,West Virginia,38.77,-82.02,google,26806.0,1152.0,23.26909722222222,10.196418326423577,3.189203821775237,0.11213907334178916,0.11598149667984779,0.10967693799895546,0.11590688651794374,0.12228605536074014,0.14466910393195553,0.1430276803700664,0.08725658434678803,0.049056181451913754,0.2049242706856674,0.5872491233305976,0.20782660598373498,1.0,0.5170111169141237,0.4829888830858763,,596.5,1,,1,-0.40412798896188806,-0.15681808480784812,-0.5855544422530398,-0.14175465059086906,0.522757067254339,0.7665095552464338,0,0,0,0,0,0 +2284,US_WV_54055,54055,Mercer County,WV,West Virginia,37.41,-81.11,google,59869.0,1090.0,54.9256880733945,10.999930823919398,4.024023810803313,0.1182247907932319,0.1111092552072024,0.12503966994604887,0.10892114449882243,0.11931049457983263,0.12856403146870668,0.1461190265412818,0.09103208672267785,0.05167950024219546,0.2071121949589938,0.577116704805492,0.2157711002355142,1.0,0.5210375987572867,0.4789624012427133,,596.5,1,,1,0.20196120725727867,0.42577123866324856,-0.5136220109989207,-0.47535702403677216,0.7105421400501056,0.9635365353049606,0,0,0,0,0,0 +2285,US_WV_54057,54057,Mineral County,WV,West Virginia,39.42,-78.94,google,27223.0,852.0,31.9518779342723,10.211854216180742,3.495048252777328,0.10792344708518532,0.12217610109098924,0.11648238621753665,0.1070418396209088,0.12368218050912831,0.14219593725893545,0.13797156815927708,0.09881350328766117,0.04371303677037799,0.2056643279579767,0.5828233479043456,0.2115123241376777,1.0,0.5007897733534143,0.4992102266465856,,596.5,1,,1,-0.39248470270933555,0.05661918608495297,-0.5612235641173144,-0.28747002771213065,0.609876880033838,-0.02724600078203685,0,0,0,0,0,0 +2286,US_WV_54061,54061,Monongalia County,WV,West Virginia,39.63,-80.05,google,105782.0,948.0,111.584388185654,11.569145104966536,4.723703057652989,0.09529031404208656,0.12328184379194948,0.2531054432701216,0.14192395681684974,0.10595375394679624,0.106984175001418,0.09670832466771284,0.04859049743812747,0.02816169102493808,0.19391578907564616,0.6809778601274319,0.12510635079692198,1.0,0.48405210716378966,0.5159478928362103,,596.5,1,,1,0.6313193406422861,0.914050944978726,-0.947480518159304,2.9441945705191395,-1.432512664165152,-0.8462666622483483,0,0,0,0,0,0 +2287,US_WV_54065,54065,Morgan County,WV,West Virginia,39.56,-78.26,google,17716.0,593.0,29.875210792580102,9.782279909600437,3.4299536222148794,0.09093474825016934,0.11023933167757959,0.1027884398284037,0.0975953939941296,0.12536689997742154,0.16324226687739896,0.16183111311808535,0.09928877850530594,0.04871302777150598,0.17912621359223302,0.5919564235719125,0.2289173628358546,1.0,0.5018062768119215,0.4981937231880786,,596.5,1,,1,-0.7165124521259116,0.011192103265422457,-1.433717694970183,0.013229722501707253,1.0212821067691078,0.022494346858864776,0,0,0,0,0,0 +2288,US_WV_54069,54069,Ohio County,WV,West Virginia,40.1,-80.62,google,42001.0,282.0,148.93971631205673,10.645472515179373,5.0102333220633675,0.10392609699769054,0.11999714292516844,0.1264969881669484,0.10973548248851218,0.11242589462155662,0.13680626651746386,0.14782981357586725,0.08140282374229185,0.06137949096450084,0.1999238113378253,0.5833789671674484,0.2166972214947263,1.0,0.517368634080141,0.48263136591985906,,596.5,1,,1,-0.06540657122405659,1.1140095888669512,-0.7499546468957758,-0.2691766750990224,0.7324329920750664,0.7840038667280755,0,0,0,0,0,0 +2289,US_WV_54071,54071,Pendleton County,WV,West Virginia,38.68,-79.36,google,6973.0,1808.0,3.8567477876106193,8.849944227235596,1.5803690344078738,0.0959414885988814,0.10053061809837946,0.09680195038003729,0.09536784741144415,0.10067402839523878,0.1561738132797935,0.16477843109135235,0.11659257134662268,0.0731392513982504,0.176365983077585,0.5515129786318658,0.2721210382905493,1.0,0.4956259859457909,0.5043740140542091,667.0,667.0,0,,1,-1.4197729316978476,-1.2795630869254195,-1.5244658502701727,-1.3183407400584801,2.042493159755589,-0.2799245122512642,0,0,0,0,0,0 +2290,US_WV_54073,54073,Pleasants County,WV,West Virginia,39.37,-81.16,google,7455.0,349.0,21.361031518624642,8.916774356365426,3.1073197795405747,0.09416498993963783,0.11133467471495641,0.12649228705566734,0.12260228034875922,0.13641851106639838,0.1539906103286385,0.12756539235412476,0.0863849765258216,0.04104627766599597,0.18323272971160295,0.6255533199195171,0.19121395036887995,1.0,0.4586183769282361,0.541381623071764,316.0,316.0,0,,1,-1.369362988636903,-0.21396186358117403,-1.2987076802033497,1.1193826448475688,0.13008150539992744,-2.090809977014139,0,0,0,0,0,0 +2291,US_WV_54077,54077,Preston County,WV,West Virginia,39.47,-79.67,google,33826.0,1687.0,20.050978067575578,10.42901457915501,3.0469470230668136,0.10790516170992727,0.10299769408147579,0.12239106013125997,0.12786022586176313,0.13182167563412758,0.14210961981907408,0.13977413823685922,0.08387039555371607,0.041270028971796845,0.19030331697510794,0.6146691893809495,0.19502749364394253,1.0,0.4858392952166972,0.5141607047833028,526.0,526.0,0,,1,-0.2286807167652066,-0.25609372890831206,-1.0662478375758584,0.7610307102561822,0.2202227376573555,-0.7588145691862712,0,0,0,0,0,0 +2292,US_WV_54079,54079,Putnam County,WV,West Virginia,38.51,-81.91,google,56692.0,908.0,62.436123348017624,10.945406025304303,4.15003346808269,0.11601284131799901,0.13031821068228322,0.10274818316517322,0.12377407747124815,0.13931418895082198,0.14120158046990758,0.1294362520285049,0.07888238199393212,0.03831228392012982,0.22026740986382562,0.59781979820786,0.1819127919283144,1.0,0.50732025682636,0.49267974317364,269.0,269.0,0,,1,0.16083317070572944,0.5137086167208645,-0.08111774048488812,0.20627698857229468,-0.08977122021006262,0.2923087587113866,0,0,0,0,0,0 +2293,US_WV_54081,54081,Raleigh County,WV,West Virginia,37.78,-81.26,google,75066.0,1578.0,47.57034220532319,11.226136327067039,3.88301310194377,0.11653744704659899,0.11263421522393627,0.11696373857671916,0.12373111661737671,0.1292462632883063,0.12608904164335386,0.14392667785681934,0.08337995896944023,0.04749154077744918,0.206644819225748,0.5905203420989529,0.20283483867529908,0.9999999999999999,0.4989209495643833,0.5010790504356166,722.0,722.0,0,,1,0.3725879392749959,0.3273651935800394,-0.5289879325764683,-0.03405219608998613,0.4047659959933548,-0.1186927579652431,0,0,0,0,0,0 +2294,US_WV_54083,54083,Randolph County,WV,West Virginia,38.78,-79.87,google,28894.0,2693.0,10.729298180467879,10.271423848751878,2.46208982971327,0.10278950647193189,0.10964214023672735,0.12352045407351007,0.11559493320412542,0.120924759465633,0.14214023672734824,0.1386447013220738,0.09621374679864332,0.05052952170000692,0.19050321866131376,0.593431162178999,0.21606561915968714,0.9999999999999999,0.48259154149650446,0.5174084585034955,692.0,692.0,0,,1,-0.34755134966674756,-0.6642434630800298,-1.0596756657343163,0.06178439859580989,0.7175037232375008,-0.917736211550056,0,0,0,0,0,0 +2295,US_WV_54087,54087,Roane County,WV,West Virginia,38.72,-81.36,google,14004.0,1253.0,11.176376695929768,9.54716968769421,2.499497738217134,0.10596972293630391,0.12453584690088546,0.09932876321051129,0.10147100828334761,0.12889174521565266,0.14595829762924878,0.15059982862039417,0.09483004855755499,0.048414738646101116,0.20559840045701228,0.5758568980291345,0.2185447015138532,1.0,0.505641245358469,0.494358754641531,309.0,309.0,0,,1,-0.8938560103930892,-0.6381378973363208,-0.5633910639200703,-0.5168352288340534,0.7761021242923586,0.21015004748711832,0,0,0,0,0,0 +2296,US_WV_54093,54093,Tucker County,WV,West Virginia,39.1,-79.57,google,6992.0,1091.0,6.4087992667277724,8.852664927703866,2.0026683839007737,0.08338100686498856,0.09639588100686498,0.10197368421052631,0.10197368421052631,0.12013729977116705,0.1621853546910755,0.15717963386727687,0.11713386727688788,0.0596395881006865,0.16049771167048055,0.5841390160183066,0.2553632723112128,1.0,0.48827231121281467,0.5117276887871853,974.0,974.0,0,,1,-1.4177207082848875,-0.984856329113133,-2.046167335110806,-0.24415262975852514,1.6463876048149007,-0.6397603146729715,0,0,0,0,0,0 +2297,US_WV_54097,54097,Upshur County,WV,West Virginia,38.9,-80.23,google,24555.0,919.0,26.719260065288356,10.108711502547386,3.3221274807940175,0.11407045408267155,0.12746894726125024,0.1335369578497251,0.11121971085318673,0.11508857666463042,0.13068621462024027,0.13459580533496232,0.0877621665648544,0.04557116676847892,0.21604561189167176,0.5833231521075137,0.2006312360008145,1.0,0.504825901038485,0.495174098961515,,596.5,1,,1,-0.47028521557843267,-0.06405568620834645,-0.21991787909253402,-0.27101434459738544,0.3526791449583304,0.17025297720798807,0,0,0,0,0,0 +2298,US_WV_54103,54103,Wetzel County,WV,West Virginia,39.61,-80.64,google,15433.0,361.0,42.75069252077562,9.644328147017548,3.778507441724645,0.10406272273699216,0.1150132832242597,0.11119030648610122,0.10011015356703168,0.12162249724616082,0.14780016847016134,0.13866390202812157,0.10328516814618026,0.05825179809499125,0.19607334931639991,0.5730577334283677,0.2308689172552323,1.0,0.5086502948227823,0.49134970517721765,,596.5,1,,1,-0.8205694184599234,0.25443464245985936,-0.8765463658274754,-0.6089956495833357,1.067411259499713,0.3573912252430975,0,0,0,0,0,0 +2299,US_WV_54105,54105,Wirt County,WV,West Virginia,39.02,-81.38,google,5786.0,235.0,24.621276595744682,8.663369301573839,3.243423123320289,0.11424127203594885,0.1161424127203595,0.09522986519184237,0.11130314552367784,0.1232284825440719,0.16021431040442446,0.14863463532665053,0.09194607673695127,0.03905979951607328,0.2071552022122364,0.5875216038714137,0.20532319391634982,0.9999999999999999,0.49101278949187693,0.508987210508123,,596.5,1,,1,-1.560506332959691,-0.11898048314358704,-0.5122080606510876,-0.13278343064877537,0.46358358151527634,-0.5056610736304564,0,0,0,0,0,0 +2300,US_WV_54107,54107,Wood County,WV,West Virginia,39.21,-81.51,google,85060.0,377.0,225.6233421750663,11.35112392514576,5.4232893537700075,0.11434281683517517,0.11664707265459676,0.11357865036444863,0.11540089348695039,0.1247119680225723,0.14496825770044675,0.13535151657653421,0.08772631083940748,0.04727251351986833,0.20766047495885256,0.5896649423936046,0.2026745826475429,1.0,0.5152480601928051,0.48475193980719494,,596.5,1,,1,0.4668660408514941,1.4022657844903819,-0.4955961981869041,-0.0622155976749152,0.4009780028393015,0.6802382755030202,0,0,0,0,0,0 +2301,US_WI_55001,55001,Adams County,WI,Wisconsin,43.97,-89.77,google,19900.0,1783.0,11.160964666292765,9.898525260706313,2.498231204501077,0.07155778894472362,0.08723618090452262,0.08487437185929649,0.09628140703517588,0.10447236180904522,0.16467336683417086,0.19688442211055276,0.1364321608040201,0.05758793969849246,0.14134673366834172,0.5661909547738694,0.29246231155778896,1.0,0.4658291457286432,0.5341708542713568,,491.5,1,,1,-0.6288286243876359,-0.6390217633559281,-2.6757944320731744,-0.8350792496036422,2.5233025555697672,-1.73796696021106,0,0,0,0,0,0 +2302,US_WI_55003,55003,Ashland County,WI,Wisconsin,46.71,-90.56,google,15501.0,5941.0,2.609156707624979,9.648724326841457,1.2834741460604437,0.11760531578607832,0.13153990065157087,0.11754080381910845,0.11270240629636798,0.1064447455002903,0.14695826075737048,0.14347461454099736,0.0778659441326366,0.04586800851557964,0.222837236307335,0.5816915037739501,0.19547125991871492,1.0,0.49809689697438875,0.5019031030256113,,491.5,1,,1,-0.8172533815541981,-1.486754810192289,0.0033704962591173866,-0.3247351571908642,0.23071210042500748,-0.15901594816954698,0,0,0,0,0,0 +2303,US_WI_55005,55005,Barron County,WI,Wisconsin,45.42,-91.85,google,45141.0,2305.0,19.583947939262472,10.717568355991702,3.0245115457915612,0.11659023947187701,0.11904920139119647,0.10469418045679095,0.11300148423827562,0.11244766398617664,0.14611993531379455,0.141534303626415,0.09242152367027757,0.05414146784519616,0.21182960058483422,0.5708402560864846,0.21733014332868125,1.0,0.4998338539243703,0.5001661460756297,,491.5,1,,1,-0.011024703680152135,-0.2717506006882484,-0.35852776938577036,-0.6820044482706189,0.7473934500849191,-0.07402180298852787,0,0,0,0,0,0 +2304,US_WI_55007,55007,Bayfield County,WI,Wisconsin,46.63,-91.18,google,15006.0,5288.0,2.8377458396369137,9.616272037895989,1.344885173307506,0.0896974543515927,0.10295881647341064,0.0781020924963348,0.09269625483140077,0.1012928162068506,0.16306810609089697,0.19738771158203386,0.11988537918166067,0.05491136878581901,0.1720645075303212,0.5544448887111822,0.2734906037584966,1.0,0.49060375849660137,0.5093962415033987,,491.5,1,,1,-0.841732131771189,-1.4438983749275027,-1.665885550150557,-1.2218097727710082,2.0748657618302215,-0.5256761003680834,0,0,0,0,0,0 +2305,US_WI_55009,55009,Brown County,WI,Wisconsin,44.48,-87.99,google,261762.0,1594.0,164.21706398996236,12.47519479321104,5.10726014866998,0.13216968085512795,0.13410655480933062,0.1345153230797442,0.13485914685859673,0.12024281599315409,0.14008144803294595,0.11082968498101328,0.05826284945866856,0.03493249593141862,0.23945492470259241,0.6119348874168137,0.14861018788059382,1.0,0.5044162254261505,0.4955837745738495,,491.5,1,,1,1.314752304030133,1.1817209446253392,0.5497105788054306,0.6710058437651883,-0.8769493245921288,0.15020640756085174,0,0,0,0,0,0 +2306,US_WI_55011,55011,Buffalo County,WI,Wisconsin,44.38,-91.75,google,13105.0,1838.0,7.1300326441784545,9.480825419599443,2.0955649388257607,0.11102632582983595,0.11735978634109119,0.09835940480732545,0.10858450972911103,0.11194200686760779,0.15734452499046164,0.1490270888973674,0.09111026325829837,0.055246089278901185,0.2049141549027089,0.5742159481114079,0.22086989698588325,1.0,0.49210225104921784,0.5078977489507821,,491.5,1,,1,-0.9438994686449819,-0.9200273338832121,-0.5858870190570523,-0.5708622891951208,0.8310630805397324,-0.4523506828491789,0,0,0,0,0,0 +2307,US_WI_55015,55015,Calumet County,WI,Wisconsin,44.08,-88.22,google,49995.0,1028.0,48.63326848249027,10.819698281210112,3.904661344422416,0.12293229322932293,0.14147414741474149,0.10477047704770477,0.127012701270127,0.13715371537153714,0.1561156115611561,0.11683168316831684,0.060626062606260626,0.03308330833083308,0.23611161116111615,0.6117631763176318,0.15212521252125213,1.0,0.4976097609760976,0.5023902390239023,,491.5,1,,1,0.06601186324128737,0.3424726839441069,0.4397923908612128,0.6653523830349437,-0.7938642172075894,-0.1828528704157189,0,0,0,0,0,0 +2308,US_WI_55017,55017,Chippewa County,WI,Wisconsin,45.07,-91.28,google,63747.0,2697.0,23.636262513904338,11.062693089979524,3.2042194434712377,0.11897030448491694,0.12377053037790013,0.11040519553861358,0.1319905250443158,0.12235869923290507,0.14861875852981316,0.12885312249988234,0.07197201436930366,0.043060849922349285,0.21798672878723704,0.6025538456711689,0.1794594255415941,1.0,0.48086968798531693,0.5191303120146831,,491.5,1,,1,0.24930276262552387,-0.14633924984900212,-0.15609973906423483,0.36214199413363285,-0.14776176950422013,-1.0019913033713446,0,0,0,0,0,0 +2309,US_WI_55019,55019,Clark County,WI,Wisconsin,44.73,-90.61,google,34571.0,3157.0,10.950585999366487,10.450799384872528,2.4807803147791057,0.16401029764831795,0.15585317173353389,0.10288970524427989,0.10422030025165602,0.1075178617916751,0.1352868010760464,0.1167163229296231,0.06667438026091232,0.04683115906395534,0.2886928350351451,0.5394434641751756,0.17186370078967922,1.0,0.49648549362182176,0.5035145063781783,,491.5,1,,1,-0.21224844542123814,-0.6512000798441671,2.1685063677054135,-1.715720561975134,-0.3273029310017564,-0.2378664058591945,0,0,0,0,0,0 +2310,US_WI_55021,55021,Columbia County,WI,Wisconsin,43.47,-89.33,google,57244.0,2061.0,27.774866569626393,10.955095581357913,3.3595023175729173,0.11255328069317308,0.12514848717769547,0.1095835371392635,0.1255677450911886,0.12768150373838305,0.15339598909929425,0.131909021032772,0.07331772762210886,0.04084270840612116,0.21267207043532949,0.6072129830200546,0.18011494654461602,1.0,0.48883725805324574,0.5111627419467543,,491.5,1,,1,0.1681419994527069,-0.03797319997174823,-0.33082987081440673,0.5155406396739399,-0.13226713191365802,-0.6121158910298488,0,0,0,0,0,0 +2311,US_WI_55023,55023,Crawford County,WI,Wisconsin,43.23,-90.93,google,16199.0,1552.0,10.4375,9.692766521220475,2.4368974306016398,0.10173467497993703,0.1232792147663436,0.10475955305883079,0.10858694981171678,0.10648805481819866,0.1508735107105377,0.15303413790974751,0.09901845792950183,0.052225446015186125,0.20035804679301195,0.5718809803074264,0.2277609728995617,1.0,0.4804000246928823,0.5195999753071178,,491.5,1,,1,-0.7840323697166732,-0.6818242864287204,-0.7356782789203772,-0.6477393743054464,0.9939483632374263,-1.0249732374162899,0,0,0,0,0,0 +2312,US_WI_55025,55025,Dane County,WI,Wisconsin,43.07,-89.42,google,537453.0,3207.0,167.58746492048644,13.194598453926309,5.127454694763983,0.11478212978623246,0.12262467601818205,0.1865502657906831,0.14712170180462292,0.1188885353696044,0.12149155368004272,0.10451704614170913,0.053154415362831726,0.030869676046091473,0.21288187060077812,0.6508355149194441,0.13628261447977777,1.0,0.5029518860253827,0.4970481139746173,,491.5,1,,1,1.8573982340423314,1.195813955216052,-0.32393226646757406,1.9517801851781376,-1.1683378252445085,0.07855219896087995,0,0,0,0,0,0 +2313,US_WI_55027,55027,Dodge County,WI,Wisconsin,43.42,-88.71,google,87705.0,2349.0,37.337164750957854,11.381745591071383,3.646419784725457,0.10261672652642381,0.1193774585257397,0.12018699047944816,0.129832962772932,0.12905763639473233,0.1595234023145773,0.1237215666153583,0.06853657146114817,0.047146684909640274,0.19811869334701557,0.6243372669745169,0.1775440396784676,1.0,0.4714440453793968,0.5285559546206031,,491.5,1,,1,0.4899639527639952,0.1622556580782919,-0.8093015481402523,1.0793450025331695,-0.1930360012350367,-1.4632142692488133,0,0,0,0,0,0 +2314,US_WI_55029,55029,Door County,WI,Wisconsin,45.02,-87.01,google,27454.0,6138.0,4.472792440534376,10.220303579712972,1.6997889871843477,0.0827201864937714,0.09903839149122168,0.08479638668317914,0.0924819698404604,0.10260799883441393,0.15403948422816346,0.1954906388868653,0.12307860421067968,0.06574633933124499,0.16195089968674878,0.5514788373278939,0.2865702629853573,1.0,0.5065564216507613,0.49344357834923874,,491.5,1,,1,-0.3861113507480739,-1.1962244146231484,-1.9983908428647554,-1.3194648171985353,2.384031415705518,0.2549321744443503,0,0,0,0,0,0 +2315,US_WI_55031,55031,Douglas County,WI,Wisconsin,46.45,-91.91,google,43328.0,3833.0,11.303939472997651,10.676577435769277,2.5099194934564593,0.10882108567208272,0.11775295420974889,0.12506923929098965,0.12656942392909898,0.11717596011816839,0.14870291728212703,0.14041728212703103,0.07380908419497785,0.04168205317577548,0.20302344903988184,0.6112767725258493,0.18569977843426883,1.0,0.49923836779911374,0.5007616322008862,,491.5,1,,1,-0.04194414048707366,-0.6308649481807446,-0.6480477945270349,0.6493378985375203,-0.00025771385464238113,-0.10316059896379733,0,0,0,0,0,0 +2316,US_WI_55033,55033,Dunn County,WI,Wisconsin,44.95,-91.9,google,44714.0,2238.0,19.979445933869528,10.708064294780282,3.0435431933663,0.1064543543409223,0.14966229816164958,0.1885539204723353,0.11139687793532227,0.10893679831820012,0.12369727602093304,0.10911571319944537,0.0616809053092991,0.04050185624189292,0.226184192870242,0.6170751889788434,0.1567406181509147,1.0000000000000002,0.497920114505524,0.502079885494476,,491.5,1,,1,-0.018193613732452936,-0.25846913302955477,0.11340845589370722,0.8402464645579347,-0.6847692572667385,-0.16766640713705944,0,0,0,0,0,0 +2317,US_WI_55035,55035,Eau Claire County,WI,Wisconsin,44.73,-91.29,google,103582.0,1671.0,61.988031119090365,11.548128502678752,4.142944726105961,0.1134560058697457,0.13375876117472146,0.19308374041821938,0.12733872680581568,0.10448726612731941,0.11867892104805855,0.11031839508794965,0.06176748855978838,0.037110694908381765,0.22046301480952288,0.6254996041783322,0.15403738101214498,1.0,0.5063814176208221,0.49361858237917783,,491.5,1,,1,0.6154665248770567,0.5087616515705793,-0.07468683266926159,1.1176140938637826,-0.7486660349344174,0.24636873945071186,0,0,0,0,0,0 +2318,US_WI_55039,55039,Fond du Lac County,WI,Wisconsin,43.76,-88.49,google,102417.0,1983.0,51.64750378214826,11.53681775738983,3.9636188259108796,0.11452200318306531,0.12618022398625228,0.11754884443012391,0.12302645068689769,0.11939424119042737,0.14906704941562435,0.12928517726549305,0.07236103381274593,0.04861497602937012,0.21546618237206716,0.5989152191530702,0.18561859847486256,1.0,0.5075719851196578,0.49242801488034216,,491.5,1,,1,0.6069348336561143,0.3836168823405933,-0.2389677953047609,0.24234291166252442,-0.002176575408761884,0.3046265257734652,0,0,0,0,0,0 +2319,US_WI_55043,55043,Grant County,WI,Wisconsin,42.86,-90.71,google,51728.0,3065.0,16.87699836867863,10.853773831668242,2.8835148791804235,0.112221620785648,0.15395917104856172,0.17547556449118465,0.10249768017321373,0.09722007423445717,0.1268558614290133,0.11519873182802351,0.06748762759047325,0.049083668419424686,0.23538895762449738,0.590440380451593,0.17417066192390968,1.0,0.4812094030312403,0.5187905969687596,,491.5,1,,1,0.09171503905032483,-0.3701468462169356,0.41603369570109894,-0.03668487409058527,-0.2727729822348542,-0.9853680992477787,0,0,0,0,0,0 +2320,US_WI_55045,55045,Green County,WI,Wisconsin,42.68,-89.6,google,36877.0,1514.0,24.357331571994717,10.51537044626511,3.2330679021083117,0.11438023700409469,0.12875233885619763,0.10361471920167042,0.11684789977492746,0.12403395070097893,0.1564118556281693,0.13425712503728612,0.07299943053936057,0.048702443257314855,0.21738210808905278,0.5937874555956286,0.18883043631531848,0.9999999999999999,0.5032405022100497,0.4967594977899504,,491.5,1,,1,-0.16354251636547842,-0.1262070007157202,-0.17597786617182173,0.07351509538219597,0.07374206504379258,0.09267499336948136,0,0,0,0,0,0 +2321,US_WI_55049,55049,Iowa County,WI,Wisconsin,43.0,-90.13,google,23676.0,1989.0,11.903469079939669,10.072259391783,2.5574961961404314,0.12126203750633553,0.13034296333840176,0.09967899983105254,0.1177986146308498,0.1168271667511404,0.15914850481500253,0.1409021794221997,0.07357661767190404,0.0404629160331137,0.22553640817705695,0.5899729684068256,0.18449062341611758,1.0000000000000002,0.49763473559722926,0.5023652644027707,,491.5,1,,1,-0.4977810299964207,-0.5976629652455843,0.09211122523628544,-0.05207406938737018,-0.02883867268081894,-0.181630792589134,0,0,0,0,0,0 +2322,US_WI_55051,55051,Iron County,WI,Wisconsin,46.33,-90.26,google,5675.0,2381.0,2.383452330953381,8.644002038279933,1.2188965879115354,0.07383259911894273,0.09110132158590309,0.07488986784140969,0.08070484581497797,0.10889867841409692,0.16881057268722466,0.19383259911894274,0.12334801762114538,0.08458149779735682,0.1467136563876652,0.5484405286343612,0.3048458149779736,1.0,0.4985022026431718,0.5014977973568282,,491.5,1,,1,-1.5751150528979019,-1.5318210477139718,-2.4993460036424366,-1.419498880034809,2.816013081567718,-0.13918321204122633,0,0,0,0,0,0 +2323,US_WI_55053,55053,Jackson County,WI,Wisconsin,44.32,-90.81,google,20485.0,2590.0,7.909266409266409,9.92749700499648,2.1870919046774695,0.11984378813766171,0.12184525262387112,0.1148645350256285,0.1190139126189895,0.11857456675616304,0.14791310715157432,0.1319990236758604,0.08108371979497193,0.04486209421527947,0.2173199902367586,0.5907346839150598,0.1919453258481816,1.0,0.4673663656333903,0.5326336343666097,,491.5,1,,1,-0.6069752477884919,-0.8561541231123618,-0.17802011607703044,-0.026995150587493365,0.14736912538793892,-1.6627465054032338,0,0,0,0,0,0 +2324,US_WI_55055,55055,Jefferson County,WI,Wisconsin,43.02,-88.78,google,84733.0,1509.0,56.151756129887346,11.347272216859043,4.045710118200685,0.10805707339525332,0.13999268289804445,0.11635372287066433,0.12428451724829759,0.12865117486693495,0.15034284163194978,0.12448514746320796,0.07073985342192535,0.037092986203722284,0.22005121971368888,0.6098733669290596,0.1700754133572516,1.0,0.4998288742284588,0.5001711257715412,,491.5,1,,1,0.4639606986361051,0.44090529309566645,-0.0882254284895035,0.6031318089611478,-0.36957292013328197,-0.07426547338995307,0,0,0,0,0,0 +2325,US_WI_55057,55057,Juneau County,WI,Wisconsin,43.92,-90.11,google,26460.0,2083.0,12.70283245319251,10.183427229849748,2.617602559872785,0.10971277399848828,0.11141345427059712,0.10597127739984882,0.11473922902494331,0.12433862433862433,0.15888133030990173,0.1401360544217687,0.08945578231292517,0.045351473922902494,0.19884353741496597,0.596281179138322,0.20487528344671202,1.0,0.4680650037792895,0.5319349962207105,,491.5,1,,1,-0.41392716857014145,-0.5557170053460043,-0.785470834836575,0.15561909557713183,0.45299626185951825,-1.6285601935305152,0,0,0,0,0,0 +2326,US_WI_55059,55059,Kenosha County,WI,Wisconsin,42.5728,-87.83981,google,168356.0,1954.0,86.1596724667349,12.033842003766374,4.467741752230154,0.12107676590082919,0.14151559789968876,0.13245147188101405,0.1265532561952054,0.12938653805032194,0.1511321247831975,0.10838936539238281,0.05598850055834066,0.0335063793390197,0.2342892442205802,0.622021193185868,0.14368956259355176,1.0,0.5053576944094657,0.49464230559053435,176.0,176.0,0,,1,0.9818400491028269,0.7354252224026785,0.3798783955424518,1.0030899888802425,-0.99325880238185,0.19627510917845054,0,0,0,0,0,0 +2327,US_WI_55063,55063,La Crosse County,WI,Wisconsin,43.91,-91.11,google,118033.0,1243.0,94.95816572807723,11.678727997537933,4.563912322825037,0.1074784170528581,0.13672447535858614,0.18449925020968713,0.11943270102428982,0.10647869663568663,0.12468546931790261,0.11440868231765693,0.06312641379953064,0.043165894283801985,0.21685799733972705,0.6196453534181119,0.1634966492421611,1.0,0.5124244914557793,0.48757550854422066,,491.5,1,,1,0.7139776782349946,0.8025390294473947,-0.19320906603784838,0.9248672246421904,-0.525076047092153,0.5420731867448279,0,0,0,0,0,0 +2328,US_WI_55071,55071,Manitowoc County,WI,Wisconsin,44.15,-87.55,google,79099.0,3869.0,20.444300852933573,11.278468153755746,3.065458915569057,0.10856015878835383,0.11973602700413406,0.10652473482597757,0.11074729136904386,0.1161835168586202,0.16111455264921173,0.14212569059027294,0.08184679958027283,0.05316122833411295,0.20434898039166108,0.5895801463988166,0.20607087320952225,0.9999999999999999,0.5013716987572535,0.49862830124274643,,491.5,1,,1,0.41206181786840806,-0.24317497867377622,-0.6044682730602903,-0.06500744298310829,0.48125657693154567,0.0012292312949324462,0,0,0,0,0,0 +2329,US_WI_55073,55073,Marathon County,WI,Wisconsin,44.9,-89.76,google,135452.0,4082.0,33.1827535521803,11.81637999566221,3.5317212347755875,0.1232170805894339,0.12797891504001419,0.11629950093021882,0.12292177302660721,0.12239021941351919,0.14837728494226737,0.1231949325222219,0.07082951894398015,0.044790774591737297,0.22560021262144522,0.5971820275817263,0.17721775979682838,1.0,0.4975784779848212,0.5024215220151788,,491.5,1,,1,0.8178085323425737,0.08221187439241409,0.09420892526439893,0.1852788631923466,-0.20074832242045298,-0.18438363437752722,0,0,0,0,0,0 +2330,US_WI_55075,55075,Marinette County,WI,Wisconsin,45.34,-88.0,google,40300.0,4015.0,10.037359900373598,10.604131561522696,2.4012858727916364,0.09866004962779157,0.11270471464019852,0.09198511166253101,0.10612903225806451,0.10635235732009926,0.16518610421836227,0.15942928039702234,0.09918114143920595,0.06037220843672456,0.18882382133995038,0.571908188585608,0.2392679900744417,1.0,0.4986104218362283,0.5013895781637717,,491.5,1,,1,-0.09659003812817851,-0.7066762469051769,-1.1148892459482516,-0.6468435619032775,1.2659412666702703,-0.13388774527326014,0,0,0,0,0,0 +2331,US_WI_55077,55077,Marquette County,WI,Wisconsin,43.82,-89.39,google,15280.0,1203.0,12.701579384871156,9.634365505605258,2.617511109756677,0.10379581151832461,0.10844240837696335,0.08265706806282723,0.09600785340314136,0.10765706806282722,0.1707460732984293,0.1699607329842932,0.10451570680628272,0.056217277486910994,0.19054973821989532,0.5637369109947644,0.24571335078534032,1.0,0.4916884816753927,0.5083115183246073,,491.5,1,,1,-0.828084235397573,-0.555780824926243,-1.0581462412517435,-0.9158768229787547,1.4182911195284316,-0.4725975716570606,0,0,0,0,0,0 +2332,US_WI_55078,55078,Menominee County,WI,Wisconsin,45.02,-88.7,google,4599.0,945.0,4.866666666666666,8.433811582477187,1.7692866133759964,0.19525983909545552,0.16938464883670362,0.12546205696890628,0.09849967384213959,0.09523809523809523,0.12546205696890628,0.106544901065449,0.05827353772559252,0.0258751902587519,0.33076755816481845,0.5318112633181127,0.13742117851706892,1.0,0.5038051750380518,0.4961948249619482,,491.5,1,,1,-1.7336616402969225,-1.1477246475380576,3.551797903869939,-1.9670051209600798,-1.1414254348708257,0.1203060088206685,0,0,0,0,0,0 +2333,US_WI_55079,55079,Milwaukee County,WI,Wisconsin,43.0,-87.96713,google,950172.0,3081.0,308.3972736124635,13.76439935226073,5.734626126246436,0.13726672644531726,0.1311467818458132,0.15532240478565987,0.145733614545577,0.11714826368278586,0.1231250763019748,0.10360650492752892,0.05078659442711425,0.03586403303822887,0.24218415192196782,0.6193619681489246,0.13845387992910757,1.0,0.5158666009943463,0.4841333990056537,,491.5,1,,1,2.2871988526422493,1.6195359529489586,0.6394394381302181,0.9155369745971265,-1.117015333523904,0.7105052010518297,0,0,0,0,0,0 +2334,US_WI_55081,55081,Monroe County,WI,Wisconsin,43.95,-90.62,google,45715.0,2352.0,19.436649659863946,10.730203625017488,3.017329840935073,0.14074155091326698,0.13450727332385432,0.10267964563053703,0.12831674505085858,0.11464508367056765,0.14323526194903205,0.1249480476867549,0.06995515695067264,0.04097123482445587,0.24834736957235046,0.5782522148091436,0.17340041561850597,1.0,0.49368916110685773,0.5063108388931423,,491.5,1,,1,-0.001493924667108302,-0.27676244111935955,0.8420676713580073,-0.43797119839690907,-0.29097939713640836,-0.37469875035327166,0,0,0,0,0,0 +2335,US_WI_55083,55083,Oconto County,WI,Wisconsin,44.99,-88.23,google,37531.0,2976.0,12.61122311827957,10.53294918140994,2.6108946817127943,0.10529961898164185,0.11665023580506781,0.0937891343156324,0.10644533852015667,0.12139298180171058,0.17550824651621327,0.15246063254376382,0.08595561002904266,0.042498201486770935,0.1986198076256961,0.5966960645866084,0.2046841277876955,1.0,0.4891955983054009,0.5108044016945992,,491.5,1,,1,-0.15028288258543823,-0.5603981800309866,-0.7928264037117658,0.16927889159854248,0.44847788999013233,-0.5945813036491997,0,0,0,0,0,0 +2336,US_WI_55085,55085,Oneida County,WI,Wisconsin,45.7,-89.52,google,35236.0,3201.0,11.007810059356451,10.469851945892822,2.485557276364323,0.09115677148370985,0.09595300261096605,0.09396639800204336,0.0958111022817573,0.10548870473379499,0.16766942899307527,0.17865251447383357,0.11042683619025996,0.06087524123055966,0.1679191735724827,0.571452491769781,0.2606283346577364,1.0,0.4992053581564309,0.500794641843569,,491.5,1,,1,-0.1978771052980978,-0.6478664188696386,-1.8021717797896848,-0.6618470419663014,1.7708385874302826,-0.1047758527918138,0,0,0,0,0,0 +2337,US_WI_55087,55087,Outagamie County,WI,Wisconsin,44.41,-88.46,google,185816.0,1669.0,111.33373277411624,12.132517597408858,4.721474197530597,0.1288801825461747,0.1325074267016834,0.12678133207043527,0.13645757093038274,0.12484931329917769,0.14719938003185948,0.10924785809618116,0.059230636758944334,0.034846299565161235,0.23488612390752145,0.6164130107202824,0.14870086537219615,1.0,0.5000484350109786,0.4999515649890214,,491.5,1,,1,1.0562710149230365,0.9124955077253276,0.39950202126447254,0.8184447359624502,-0.8748059685996858,-0.06352175229442035,0,0,0,0,0,0 +2338,US_WI_55089,55089,Ozaukee County,WI,Wisconsin,43.398475,-87.893572,google,88443.0,2891.0,30.592528536838465,11.390124862352046,3.452920653929185,0.10942641023031784,0.13354363827549948,0.10425924041473039,0.10909851542801578,0.12069920739911581,0.15599877887452937,0.13591804891285914,0.0806395079316622,0.05041665253327002,0.21626132085071745,0.5847234942279208,0.19901518492136178,1.0,0.5073210994651922,0.49267890053480773,,491.5,1,,1,0.4962844341643807,0.027219926801552937,-0.21282601121729855,-0.22490911771136923,0.3144803295298035,0.2923499913782328,0,0,0,0,0,0 +2339,US_WI_55093,55093,Pierce County,WI,Wisconsin,44.72,-92.42,google,42016.0,1532.0,27.425587467362924,10.645829577276265,3.347289706700534,0.1072924600152323,0.15156130997715156,0.16298552932216298,0.11348057882711349,0.11686024371667936,0.14211252856054837,0.11564642041127189,0.05869192688499619,0.03136900228484387,0.22854150799695358,0.6235743526275704,0.147884139375476,1.0,0.5013566260472201,0.4986433739527799,,491.5,1,,1,-0.06513723940908146,-0.04649591959929446,0.19090995371231106,1.0542266128568407,-0.8941110301791486,0.0004916815791113346,0,0,0,0,0,0 +2340,US_WI_55097,55097,Portage County,WI,Wisconsin,44.48,-89.5,google,70565.0,2131.0,33.113561708118255,11.164303721079092,3.529695009276566,0.10281300928222206,0.13825550910508042,0.17987670941684972,0.1137249344575923,0.10712109402678381,0.1338198823779494,0.11956352299298519,0.06613760362786084,0.03868773471267625,0.2134174165662864,0.6219754835966839,0.1646070998370297,1.0,0.49568482958974,0.5043151704102601,,491.5,1,,1,0.3259476261744942,0.0807978481853402,-0.30632511076433894,1.0015850345198114,-0.4988281779157353,-0.277045128731228,0,0,0,0,0,0 +2341,US_WI_55101,55101,Racine County,WI,Wisconsin,42.78,-87.76,google,195825.0,2051.0,95.4778156996587,12.184981788822682,4.569313092793678,0.12594408272692456,0.13061662198391422,0.12012766500702157,0.1232580109791906,0.1216851780926848,0.1505425762798417,0.12178731009830206,0.06646240265543214,0.03957615217668837,0.23043738031405592,0.6026304098046725,0.16693220988127155,1.0,0.5047567981616239,0.4952432018383761,,491.5,1,,1,1.095844736182373,0.8063080227197247,0.25324058680557393,0.3646628115075265,-0.44386924093641283,0.16687158082483472,0,0,0,0,0,0 +2342,US_WI_55103,55103,Richland County,WI,Wisconsin,43.38,-90.43,google,17517.0,1526.0,11.479030144167758,9.770984202723035,2.5240496471144143,0.11172004338642462,0.13095849745961066,0.09716275617971114,0.1009876120340241,0.11092081977507565,0.1442027744476794,0.15385054518467775,0.09042644288405549,0.05977050864874122,0.21648684135411314,0.5563909345207513,0.22712222412513558,1.0,0.49757378546554776,0.5024262145344522,,491.5,1,,1,-0.7250327998782965,-0.6210040479048483,-0.20541156899702845,-1.1577376561980386,0.9788501730566034,-0.1846132524255709,0,0,0,0,0,0 +2343,US_WI_55105,55105,Rock County,WI,Wisconsin,42.67,-89.07,google,162205.0,1881.0,86.2333864965444,11.996622411347966,4.468587130304691,0.12404056595049474,0.13523627508399863,0.12106285256311458,0.12542769951604452,0.12348571252427484,0.14337412533522395,0.11907771030486113,0.06796337967386949,0.04033167904811812,0.23222958601769367,0.5999365001078881,0.16783391387441818,0.9999999999999999,0.5075244289633488,0.4924755710366511,807.0,807.0,0,,1,0.9537653235412681,0.7360151798150486,0.3121629705195968,0.27596783049490164,-0.42255554309399196,0.3022994704865605,0,0,0,0,0,0 +2344,US_WI_55107,55107,Rusk County,WI,Wisconsin,45.48,-91.14,google,14148.0,2411.0,5.868104520945666,9.557399229195953,1.9268881614613131,0.1076477240599378,0.11966355668645745,0.09132032796154933,0.09188577890867967,0.10870794458580718,0.15867967203845065,0.16525303929884083,0.09450098953915748,0.062340966921119595,0.20337856940910376,0.5571529544811988,0.2394684761096975,1.0,0.49392140231834886,0.5060785976816511,,491.5,1,,1,-0.8861398708111846,-1.037740482707603,-0.6363724948571994,-1.1326487135345882,1.270680181890281,-0.36333454052256625,0,0,0,0,0,0 +2345,US_WI_55109,55109,St. Croix County,WI,Wisconsin,45.04,-92.45,google,88560.0,1906.0,46.46379853095488,11.391446859098352,3.8599672842767387,0.13131210478771455,0.14272809394760613,0.1050022583559169,0.1335252935862692,0.13953252032520325,0.15002258355916892,0.11151761517615176,0.05617660343270099,0.030182926829268292,0.24549457994579946,0.6123870822041554,0.14211833785004516,1.0,0.5005420054200542,0.4994579945799458,,491.5,1,,1,0.4972816158483868,0.31128238830473065,0.7482764482356654,0.6858940221347734,-1.0303980517144073,-0.03936997639319688,0,0,0,0,0,0 +2346,US_WI_55111,55111,Sauk County,WI,Wisconsin,43.43,-89.94,google,63967.0,2197.0,29.115612198452435,11.066138237300127,3.4050437149775017,0.12386074069442056,0.1257836071724483,0.11099473165851143,0.12723748182656683,0.12131255178451389,0.14302687323151,0.12806603404880643,0.07455406694076633,0.04516391264245627,0.22448762643237918,0.591761376959995,0.1837509966076258,1.0,0.5018994168868323,0.49810058311316774,,491.5,1,,1,0.2519014360461718,-0.006191579679265166,0.057630406284123366,0.006807957302506745,-0.04632133044008678,0.027051950344214766,0,0,0,0,0,0 +2347,US_WI_55115,55115,Shawano County,WI,Wisconsin,44.79,-88.76,google,40846.0,2355.0,17.344373673036092,10.617588658178859,2.9093229156619174,0.11207951819027567,0.12375752827694267,0.10074425892376243,0.10588552122606865,0.11886108798903197,0.1585467365225481,0.13675757724134555,0.09161239778680899,0.051755373843215983,0.21108554081182979,0.5771678989374724,0.21174656025069774,0.9999999999999999,0.4993389805611321,0.500661019438868,,491.5,1,,1,-0.08643935482058025,-0.3521363928120337,-0.3829902378190241,-0.473671495167939,0.6154135503542947,-0.09823733606880115,0,0,0,0,0,0 +2348,US_WI_55117,55117,Sheboygan County,WI,Wisconsin,43.72,-87.66,google,115089.0,3292.0,34.96020656136088,11.653469709962536,3.582412953784944,0.11671836578647829,0.1296127344924363,0.11689214434046695,0.1194901337225973,0.12113234105779006,0.15070945094665866,0.12893499813188056,0.0711883846414514,0.04532144688024051,0.2204085533804273,0.5986141160319405,0.18097733058763218,1.0,0.4969110862028517,0.5030889137971483,,491.5,1,,1,0.6949253607388068,0.11758770950823419,-0.07647736219177663,0.23242931446833387,-0.11188284498948659,-0.21704097456660779,0,0,0,0,0,0 +2349,US_WI_55121,55121,Trempealeau County,WI,Wisconsin,44.3,-91.35,google,29372.0,1922.0,15.281997918834547,10.287831164022181,2.790060075331765,0.13873757319896501,0.1304984338826093,0.10458940487539153,0.11630123927550047,0.1195356121476236,0.1442870761269236,0.12671932452676019,0.07479912842162603,0.0445322075446003,0.24313632030505242,0.5741726814653411,0.18269099822960644,0.9999999999999999,0.4927481955603977,0.5072518044396024,,491.5,1,,1,-0.3351753174889229,-0.43536542227511266,0.6707438976097262,-0.5722868114632411,-0.0713766538214566,-0.42074281740226377,0,0,0,0,0,0 +2350,US_WI_55125,55125,Vilas County,WI,Wisconsin,46.05,-89.51,google,21684.0,1018.0,21.30058939096267,9.984376056269467,3.1046131082048167,0.08831396421324479,0.0982752259730677,0.07480169710385538,0.07996679579413392,0.0949086884338683,0.16454528684744513,0.18880280391071758,0.13839697472791,0.07198856299575725,0.16693414499169895,0.5282789153292751,0.30478693967902604,1.0,0.4928518723482752,0.5071481276517248,,491.5,1,,1,-0.5640713992793623,-0.21585074722445347,-1.8345565846635963,-2.083305061590573,2.8146214382549593,-0.41566962318126777,0,0,0,0,0,0 +2351,US_WI_55127,55127,Walworth County,WI,Wisconsin,42.67,-88.54,google,102850.0,577.0,178.24956672443673,11.54103661793126,5.188779062318854,0.10687408847836655,0.13873602333495383,0.14485172581429265,0.10834224598930481,0.11605250364608653,0.1456781720952844,0.12716577540106952,0.0718424890617404,0.040456976178901316,0.2178629071463296,0.6062547399124939,0.17588235294117646,1.0,0.5014584346135148,0.4985415653864852,,491.5,1,,1,0.6101171186889982,1.2386099139564262,-0.16017062569451335,0.4839911952615971,-0.23231351280930626,0.0054734585105524255,0,0,0,0,0,0 +2352,US_WI_55131,55131,Washington County,WI,Wisconsin,43.37,-88.23,google,134930.0,436.0,309.4724770642202,11.812518815647648,5.738095256749772,0.11353294300748536,0.13033424738753427,0.10057807752167791,0.11898762321203588,0.12846661231749795,0.16457422367153338,0.12788112354554212,0.07246720521752019,0.043177944119172904,0.2178003409175128,0.602613947973023,0.17958571110946417,1.0,0.5029126213592233,0.4970873786407767,,491.5,1,,1,0.8148960456061796,1.62195692803285,-0.1622276168838622,0.3641208178960377,-0.1447767406522925,0.07663086939881679,0,0,0,0,0,0 +2353,US_WI_55133,55133,Waukesha County,WI,Wisconsin,43.02,-88.31,google,400899.0,581.0,690.0154905335628,12.901467298630598,6.538162241075826,0.10934175440697033,0.13130738664850747,0.10332028765349877,0.11864584346680834,0.12534079655973202,0.15903756307698447,0.13207815434810263,0.07331771842783344,0.047610495411562516,0.21438766372577633,0.5986450452607764,0.18696729101344728,1.0,0.5083474890184311,0.4916525109815689,,491.5,1,,1,1.636289505984374,2.1802934427978315,-0.27442627498177985,0.2334476364141717,0.02970265044384891,0.3425740931909989,0,0,0,0,0,0 +2354,US_WI_55135,55135,Waupaca County,WI,Wisconsin,44.48,-88.97,google,51118.0,765.0,66.82091503267974,10.841911527044745,4.2168706286837345,0.10536405962674596,0.11972299385734966,0.10289917445909465,0.10994170350952698,0.1185296764349153,0.16266285848429124,0.13991157713525568,0.0815368363394499,0.05943112015337063,0.20114245471262568,0.587933800226926,0.21092374506044836,1.0,0.4929770335302633,0.5070229664697367,,491.5,1,,1,0.08276730681595525,0.560351745406158,-0.7098892836426672,-0.11921217101476725,0.5959645576932657,-0.4095451376705385,0,0,0,0,0,0 +2355,US_WI_55139,55139,Winnebago County,WI,Wisconsin,44.06,-88.64,google,170394.0,579.0,294.2901554404145,12.045874550223841,5.687958450708273,0.11209901757104124,0.1251687265983544,0.1563376644717537,0.1265537518926723,0.11864854396281559,0.13951782339753746,0.11454041808983885,0.06338838222003122,0.04374567179595526,0.21223399884972477,0.6233617380893693,0.16440426306090591,1.0,0.4966665492916417,0.5033334507083582,,491.5,1,,1,0.9909161946931002,1.5869683457077854,-0.3452323593283194,1.0472264366997617,-0.5036226579119332,-0.2290068472577634,0,0,0,0,0,0 +2356,US_WI_55141,55141,Wood County,WI,Wisconsin,44.45,-90.04,google,73038.0,809.0,90.28182941903584,11.198748824046977,4.513951747191678,0.11684328705605301,0.11951313015142802,0.10662942577836194,0.11457049754922095,0.11276321914619787,0.15576823023631534,0.1361209233549659,0.0813959856513048,0.05639530107615214,0.21245379117719546,0.5816944604178648,0.2058517484049399,1.0,0.5086530299296257,0.4913469700703743,,491.5,1,,1,0.35192955531256626,0.7676734316646295,-0.3380062424655402,-0.3246378118803706,0.4760770946289887,0.3575250616448179,0,0,0,0,0,0 +2357,US_WY_56001,56001,Albany County,WY,Wyoming,41.65,-105.74,google,38459.0,11160.0,3.4461469534050178,10.55737401914277,1.4920378679433655,0.09475025351673211,0.12683637120049923,0.31911906185808264,0.1203099404560701,0.08661171637328063,0.08882186224290803,0.09389219688499441,0.046803089003874254,0.022855508463558594,0.1962193504771315,0.6871759536129384,0.11660469590993006,0.9999999999999999,0.47954965027691826,0.5204503497230817,,201.5,1,,1,-0.13185923601440055,-1.341206070069466,-0.871746282668574,3.148262206738598,-1.6334674173869468,-1.0665844279351098,0,0,0,0,0,0 +2358,US_WY_56005,56005,Campbell County,WY,Wyoming,44.24,-105.55,google,46402.0,12436.0,3.7312640720488903,10.745119391296704,1.554192412476375,0.15488556527735872,0.14475669152191717,0.12790396965648032,0.1575147622947287,0.12137407870350415,0.13553295116589803,0.10518943149002198,0.03633464074824361,0.016507909141847334,0.27069091849489246,0.6238718158700056,0.10543726563510193,1.0,0.48413861471488295,0.515861385285117,,201.5,1,,1,0.009757032627691203,-1.2978307621874665,1.5766569880166978,1.0640203697415778,-1.8974334598610276,-0.8420336066409794,0,0,0,0,0,0 +2359,US_WY_56007,56007,Carbon County,WY,Wyoming,41.69,-106.93,google,15252.0,20627.0,0.7394192078343919,9.632531483999934,0.553551268905699,0.1332939942302649,0.12280356674534487,0.12496721741410963,0.14162077104642015,0.11303435615001312,0.12745869394177814,0.1332939942302649,0.06845003933910307,0.03507736690270129,0.23153684762654078,0.5982887490165224,0.1701744033569368,1.0,0.46380802517702596,0.536191974822974,,201.5,1,,1,-0.8294676372539025,-1.9961404032262355,0.28938779621114835,0.22171684653034482,-0.36723308027591495,-1.8368660225017641,0,0,0,0,0,0 +2360,US_WY_56009,56009,Converse County,WY,Wyoming,42.97,-105.5,google,13733.0,11047.0,1.2431429347334118,9.527629789180622,0.8078779783108583,0.13594990169664312,0.13478482487439017,0.10827932716813515,0.12619238331027452,0.12138644141848103,0.14126556469817228,0.1280128158450448,0.06815699410179858,0.03597174688706037,0.24377776159615527,0.5880870894924634,0.16813514891138134,1.0,0.4922449574018787,0.5077550425981213,,201.5,1,,1,-0.9085949490172088,-1.818655403441451,0.6918325761066563,-0.11416523550965169,-0.4154352102506401,-0.445367663231774,0,0,0,0,0,0 +2361,US_WY_56011,56011,Crook County,WY,Wyoming,44.59,-104.56,google,7397.0,7435.0,0.9948890383322125,8.908964972392399,0.690588428911381,0.14127348925239963,0.11937271866973097,0.09179397052859267,0.10788157361092335,0.10369068541300527,0.14938488576449913,0.1589833716371502,0.08625118291199135,0.04136812221170745,0.2367716641881844,0.5561173448695418,0.2071109909422739,1.0,0.4879005002027849,0.5120994997972151,,201.5,1,,1,-1.3752536042401826,-1.9005073477323693,0.4614929677835923,-1.166745392778163,0.505841978842711,-0.6579540637850068,0,0,0,0,0,0 +2362,US_WY_56013,56013,Fremont County,WY,Wyoming,43.03,-108.63,google,39818.0,23998.0,1.65922160180015,10.592099464294312,0.9780334490666313,0.14438193781706765,0.1344115726555829,0.11286352905721031,0.12474257873323623,0.10460093425084133,0.12815811944346778,0.13481340097443367,0.07564418102365764,0.04038374604450248,0.251911195941534,0.5646541765030891,0.18343462755537696,1.0,0.49796574413581796,0.502034255864182,,201.5,1,,1,-0.1056658448651105,-1.6999103303773486,0.9592356640660751,-0.8856765356634418,-0.05379938802614063,-0.16543362213809698,0,0,0,0,0,0 +2363,US_WY_56015,56015,Goshen County,WY,Wyoming,42.09,-104.36,google,13361.0,5781.0,2.3111918353226084,9.500170136485423,1.1973081956733755,0.10807574283362024,0.12326921637601976,0.12169747773370257,0.113988473916623,0.11129406481550783,0.13015492852331412,0.1375645535513809,0.0953521443005763,0.058603397949255294,0.20669111593443606,0.5705710650400418,0.22273781902552203,1.0,0.47780854726442634,0.5221914527355737,,201.5,1,,1,-0.929307755454395,-1.5468867708568748,-0.5274658347344199,-0.6908673640474569,0.8752154035289308,-1.1517814515115548,0,0,0,0,0,0 +2364,US_WY_56017,56017,Hot Springs County,WY,Wyoming,43.71,-108.44,google,4686.0,5196.0,0.9018475750577367,8.452547997922705,0.6428258216152052,0.11160904822876654,0.1195049082373026,0.08770806658130602,0.10712761416986769,0.09432351685872813,0.13849765258215962,0.16261203585147246,0.10947503201024328,0.06914212548015365,0.20721297481860862,0.5328638497652582,0.2599231754161332,1.0,0.49039692701664533,0.5096030729833547,,201.5,1,,1,-1.7195287686704153,-1.9338390664712686,-0.510308669485267,-1.9323494919851514,1.7541706441578198,-0.5357969412073312,0,0,0,0,0,0 +2365,US_WY_56019,56019,Johnson County,WY,Wyoming,44.04,-106.59,google,8447.0,10812.0,0.7812615612282648,9.041685005946043,0.5773218555278739,0.11518882443471055,0.12217355274061797,0.0858292885047946,0.11459689830709127,0.10986148928613709,0.12844796969338226,0.1688173315970167,0.0986148928613709,0.05646975257487866,0.21292766662720491,0.5475790221380371,0.2394933112347579,1.0,0.49473185746418846,0.5052681425358115,,201.5,1,,1,-1.2751429292856495,-1.9795518090853035,-0.3224266295665086,-1.4478633431884655,1.2712672130617513,-0.3236767111624735,0,0,0,0,0,0 +2366,US_WY_56021,56021,Laramie County,WY,Wyoming,41.32,-104.69,google,98377.0,6961.0,14.132595891394914,11.496572480807457,2.716851085548357,0.13117903575022616,0.12547648332435427,0.14644683208473525,0.1366884536019598,0.11435599784502475,0.12825152220539354,0.1157485997743375,0.06495420677597406,0.03689886863799465,0.23156022240970958,0.608712402289153,0.15972737530113745,1.0,0.49223903961291765,0.5077609603870823,,201.5,1,,1,0.5765778355864537,-0.48645520976280016,0.29015628943729344,0.5649079082803812,-0.6141708791821617,-0.445657237140966,0,0,0,0,0,0 +2367,US_WY_56023,56023,Lincoln County,WY,Wyoming,42.26,-110.7,google,19278.0,10590.0,1.8203966005665722,9.866771699599468,1.0368775135601402,0.14529515509907667,0.14633260711692084,0.0884946571221081,0.12433862433862433,0.12008507106546322,0.13056333644568938,0.14062662101877788,0.0724660234464156,0.03179790434692396,0.26236124079261336,0.5630615209046582,0.1745772383027285,1.0,0.49133727565100116,0.5086627243489988,,201.5,1,,1,-0.6527803244399973,-1.6588452814157455,1.3028020031834202,-0.938113541340023,-0.26316268201008736,-0.48978306138718886,0,0,0,0,0,0 +2368,US_WY_56025,56025,Natrona County,WY,Wyoming,42.97,-106.8,google,79586.0,13923.0,5.716153127917834,11.284606041911955,1.9045155394196074,0.13634307541527405,0.12735908325584902,0.1316688864875732,0.1458673636066645,0.11581182620058804,0.1277109039278265,0.11969441861633956,0.05843992662025985,0.037104515869625314,0.23823034201995325,0.6063780061819918,0.15539165179805495,1.0,0.4964315331842284,0.5035684668157716,,201.5,1,,1,0.4166916247608629,-1.053353490195273,0.5094499488065669,0.48804964586432587,-0.7166549553039768,-0.24050684048072668,0,0,0,0,0,0 +2369,US_WY_56029,56029,Park County,WY,Wyoming,44.49,-109.56,google,29194.0,18044.0,1.6179339392595877,10.281752740717637,0.9623854338842357,0.11365349044324176,0.11889429334794821,0.10591217373432897,0.11598273617866685,0.10231554428992258,0.13701445502500514,0.15753236966499964,0.09673220524765362,0.0519627320682332,0.20876892512160033,0.5637699527300131,0.22746112214838665,1.0,0.500411043365075,0.499588956634925,,201.5,1,,1,-0.3397602700645361,-1.710830488852939,-0.4591536594288104,-0.9147889483243068,0.9868607509423248,-0.045778314788817435,0,0,0,0,0,0 +2370,US_WY_56033,56033,Sheridan County,WY,Wyoming,44.79,-106.88,google,30147.0,6545.0,4.606111535523301,10.31387386496336,1.723857348285546,0.11626364149003218,0.12362755829767473,0.11108899724682389,0.11768998573655753,0.11632998308289381,0.13105781669817892,0.1542110326068929,0.08388894417354961,0.04584204066739642,0.21516568812817197,0.5779978107274356,0.20683650114439248,1.0,0.4976282880551962,0.5023717119448038,,201.5,1,,1,-0.315531317264897,-1.1794280149258558,-0.24884715073070848,-0.44634726431461813,0.49935382679133117,-0.18194628879278119,0,0,0,0,0,0 +2371,US_WY_56035,56035,Sublette County,WY,Wyoming,42.76,-109.92,google,9745.0,12783.0,0.7623406086208245,9.184612223403452,0.5666428167897473,0.12652642380708054,0.11954848640328374,0.09789635710620831,0.13032324268855824,0.1276552077988712,0.1391482811698307,0.13648024628014366,0.08537711646998461,0.037044638276038995,0.22216521292970753,0.5871729091841971,0.19066187788609543,1.0,0.46228835300153925,0.5377116469984607,,201.5,1,,1,-1.1673329790775588,-1.9870043066722505,-0.01872363012435918,-0.14426394489867808,0.11703209431312186,-1.9112278180040905,0,0,0,0,0,0 +2372,US_WY_56037,56037,Sweetwater County,WY,Wyoming,41.66,-108.89,google,43464.0,27172.0,1.599587810981893,10.679711295513165,0.9553528982218223,0.14572979937419472,0.14570679182771948,0.12626541505613842,0.15493281796429229,0.12007638505429781,0.12732376219399963,0.11078133627829928,0.04746456837842813,0.02171912387263022,0.26229523283637035,0.6131304067734217,0.12457436039020799,1.0,0.48375667218847784,0.5162433278115222,,201.5,1,,1,-0.03958027117681826,-1.7157382297404349,1.3006318582508187,0.71036743289386,-1.4450873925349363,-0.8607231190899931,0,0,0,0,0,0 +2373,US_WY_56039,56039,Teton County,WY,Wyoming,43.92,-110.57,google,23384.0,10934.0,2.1386500823120542,10.059850070159987,1.143792797390622,0.10524290112897708,0.0960058159425248,0.13616147793362984,0.17892576120424222,0.14556962025316456,0.12692439274717757,0.12209202873759836,0.06136674649332877,0.027711255559356825,0.18204755388299693,0.6678284296955183,0.15012401642148476,1.0,0.4811409510776599,0.51885904892234,,201.5,1,,1,-0.5071413769624689,-1.5842331450340592,-1.3376727302531093,2.511259315162378,-0.8411667569745805,-0.9887176441404136,0,0,0,0,0,0 +2374,US_WY_56041,56041,Uinta County,WY,Wyoming,41.29,-110.55,google,20431.0,5407.0,3.778620307009432,9.92485757827232,1.5641518661382416,0.1606382458029465,0.15574372277421566,0.10665165679604523,0.1348441094415349,0.11497234594488767,0.12564240614752092,0.12216729479712202,0.05462287700063629,0.024717341295090792,0.28523322402231904,0.5743429102833929,0.14042386569428808,1.0,0.4939552640595174,0.5060447359404826,,201.5,1,,1,-0.6089661664446563,-1.2908804358329624,2.054764665407942,-0.5666821537410717,-1.0704505166083154,-0.36167759114049236,0,0,0,0,0,0 +2375,US_WY_56043,56043,Washakie County,WY,Wyoming,43.91,-107.68,google,8010.0,5809.0,1.3788948183852643,8.988570876215118,0.8666360178109522,0.1139825218476904,0.14506866416978775,0.08801498127340825,0.11710362047440699,0.11260923845193509,0.13745318352059926,0.13807740324594256,0.09388264669163546,0.053807740324594254,0.2300374531835206,0.5532334581772783,0.216729088639201,1.0,0.4937578027465668,0.5062421972534332,,201.5,1,,1,-1.3152068987905727,-1.777650388071968,0.240092174324116,-1.2616952256245242,0.7331862400296023,-0.3713399235896287,0,0,0,0,0,0 diff --git a/US_Covid_Google/input_multimodal/node_level_task_graphs/county_queen_contiguity/edges.csv b/US_Covid_Google/input_multimodal/node_level_task_graphs/county_queen_contiguity/edges.csv new file mode 100644 index 0000000000000000000000000000000000000000..a9ab55c8e04f7004df8ecc672e727e3ba9a73655 --- /dev/null +++ b/US_Covid_Google/input_multimodal/node_level_task_graphs/county_queen_contiguity/edges.csv @@ -0,0 +1,5815 @@ 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0000000000000000000000000000000000000000..2ed852b6ae3af771c60301820bc6951be3c2ff75 --- /dev/null +++ b/US_Covid_Google/input_multimodal/node_level_task_graphs/county_queen_contiguity/graph.yaml @@ -0,0 +1,22 @@ +graph_id: county_queen_contiguity +graph_type: static +graph_level: node_level_task_graphs +directed: false +weighted: false +description: Undirected Queen-contiguity graph derived from generalized 2020 Census-sourced county geometry. +node_set: retained_counties + +file_name: edges.csv +self_loop: false + +edge_features: + available: true + feature_name: + - edge_type + - centroid_distance_km + - shared_boundary_length_km + - same_state + +allowed_tasks: + - population_density_regression + - weekly_cases_forecasting diff --git a/US_Covid_Google/input_multimodal/time_series/.DS_Store b/US_Covid_Google/input_multimodal/time_series/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..efc9c57ca6fd61ab646dafe568f52803aff42c24 Binary files /dev/null and b/US_Covid_Google/input_multimodal/time_series/.DS_Store differ diff --git a/US_Covid_Google/input_multimodal/time_series/weekly_cases_raw/series.yaml b/US_Covid_Google/input_multimodal/time_series/weekly_cases_raw/series.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bb9b20dd61b9c459ec63cf248877f306de0993dc --- /dev/null +++ b/US_Covid_Google/input_multimodal/time_series/weekly_cases_raw/series.yaml @@ -0,0 +1,36 @@ +series_id: weekly_cases_raw +series_type: sample_level +temporal_granularity: 604800 + +file_name: weekly_cases_raw.csv +variables_mode: multiple +variables: + weekly_cases_raw: + dtype: float32 + description: Corrected Sunday-Saturday weekly new confirmed cases. + weekly_cases_log1p: + dtype: float32 + description: Optional log(1 + weekly_cases_raw) transformed value; the current forecasting task uses weekly_cases_raw. + observation_mask: + dtype: int8 + description: One only when all seven daily values are observed and valid. + correction_mask: + dtype: int8 + description: One when negative-value redistribution touched the week. + unresolved_correction_mask: + dtype: int8 + description: One when a negative correction could not be fully absorbed. + +index: + id_column: node_id + time_column: week_start + feature_column: + - weekly_cases_raw + - weekly_cases_log1p + - observation_mask + - correction_mask + - unresolved_correction_mask + +missing_policy: + missing_timestamp: error + missing_value: preserve diff --git a/US_Covid_Google/input_multimodal/time_series/weekly_cases_raw/weekly_cases_raw.csv b/US_Covid_Google/input_multimodal/time_series/weekly_cases_raw/weekly_cases_raw.csv new file mode 100644 index 0000000000000000000000000000000000000000..1a952e3ecf797b58d299ce4803132b9320ba27a7 --- /dev/null +++ b/US_Covid_Google/input_multimodal/time_series/weekly_cases_raw/weekly_cases_raw.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3bda0d45c04a813938e4cf1400e43fe5445229922bf60ddffc3257d9d24f542 +size 11825177 diff --git a/US_Covid_Google/tasks/general_task.yaml b/US_Covid_Google/tasks/general_task.yaml new file mode 100644 index 0000000000000000000000000000000000000000..90e67e4b5a750c6cb4268a0672f093cec36a7700 --- /dev/null +++ b/US_Covid_Google/tasks/general_task.yaml @@ -0,0 +1,25 @@ +general_defaults: + input_processing: + tabular_static: + id_column: node_id + + time_series: + timestamp_column: week_start + id_column: node_id + timezone: UTC + sampling: + native_rate: 1w + task_rate: 1w + + graph: + directed: false + weighted: false + + split_names: + train: train + validation: validation + test: test + + inheritance: + default_inherit_general: true + merge_strategy: recursive_override diff --git a/US_Covid_Google/tasks/population_density_regression/build_from_metadata.py b/US_Covid_Google/tasks/population_density_regression/build_from_metadata.py new file mode 100644 index 0000000000000000000000000000000000000000..017556997343eb2174c9e39cd66c63cbca4ba3e4 --- /dev/null +++ b/US_Covid_Google/tasks/population_density_regression/build_from_metadata.py @@ -0,0 +1,107 @@ +#!/usr/bin/env python3 +"""Build labels.csv and deterministic 6:2:2 splits for the density task.""" + +from __future__ import annotations + +import json +from pathlib import Path + +import numpy as np +import pandas as pd + + +TASK_DIR = Path(__file__).resolve().parent +DATASET_ROOT = TASK_DIR.parents[1] +METADATA_PATH = DATASET_ROOT / "input_multimodal" / "county_static_features.csv" +RANDOM_SEED = 20260721 +SPLIT_NAMES = ("train", "validation", "test") +SPLIT_RATIOS = np.asarray([0.60, 0.20, 0.20], dtype=np.float64) + + +def require(condition: bool, message: str) -> None: + if not bool(condition): + raise ValueError(message) + + +def largest_remainder_counts(total: int) -> np.ndarray: + exact = SPLIT_RATIOS * total + counts = np.floor(exact).astype(np.int64) + remaining = total - int(counts.sum()) + order = np.argsort(-(exact - counts), kind="stable") + counts[order[:remaining]] += 1 + require(int(counts.sum()) == total, "Split counts do not sum to the sample count.") + return counts + + +def main() -> None: + metadata = pd.read_csv( + METADATA_PATH, + usecols=["node_id", "log_population_density_z"], + ).sort_values("node_id", kind="stable") + require(metadata["node_id"].is_unique, "node_id is not unique in metadata.") + require(not metadata.isna().any().any(), "Regression source contains nulls.") + require( + np.array_equal(metadata["node_id"].to_numpy(), np.arange(len(metadata))), + "node_id must be contiguous from zero.", + ) + require( + np.isfinite(metadata["log_population_density_z"]).all(), + "Regression target contains non-finite values.", + ) + + labels = pd.DataFrame( + { + "node_id": metadata["node_id"].to_numpy(dtype=np.int32), + "log_population_density_z": metadata["log_population_density_z"].to_numpy(dtype=np.float32), + } + ) + + counts = largest_remainder_counts(len(labels)) + shuffled = np.random.default_rng(RANDOM_SEED).permutation(labels["node_id"].to_numpy()) + split_by_id: dict[int, str] = {} + start = 0 + for split_name, count in zip(SPLIT_NAMES, counts): + end = start + int(count) + split_by_id.update((int(node_id), split_name) for node_id in shuffled[start:end]) + start = end + + splits = pd.DataFrame( + { + "node_id": labels["node_id"], + "iid_split": [split_by_id[int(node_id)] for node_id in labels["node_id"]], + "fold": np.zeros(len(labels), dtype=np.int8), + } + ) + + require(labels["node_id"].is_unique, "labels primary key is not unique.") + require(splits["node_id"].is_unique, "splits primary key is not unique.") + require(set(labels["node_id"]) == set(splits["node_id"]), "labels/splits keys differ.") + actual_counts = splits["iid_split"].value_counts().to_dict() + for split_name, expected in zip(SPLIT_NAMES, counts): + require(actual_counts.get(split_name) == int(expected), f"Unexpected {split_name} count.") + + labels.to_csv(TASK_DIR / "labels.csv", index=False, float_format="%.9g") + splits.to_csv(TASK_DIR / "splits.csv", index=False) + print( + json.dumps( + { + "task_id": "population_density_regression", + "source_target": "log_population_density_z", + "sample_count": len(labels), + "random_seed": RANDOM_SEED, + "requested_ratio": SPLIT_RATIOS.tolist(), + "split_counts": actual_counts, + "actual_ratios": { + name: actual_counts[name] / len(labels) for name in SPLIT_NAMES + }, + "target_min": float(labels["log_population_density_z"].min()), + "target_max": float(labels["log_population_density_z"].max()), + "status": "passed", + }, + indent=2, + ) + ) + + +if __name__ == "__main__": + main() diff --git a/US_Covid_Google/tasks/population_density_regression/labels.csv b/US_Covid_Google/tasks/population_density_regression/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..17f42547d5895d97fcacc1b633772f7518f2d58a --- /dev/null +++ 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+inherit_general: true + +sample: + primary_key: node_id + +inputs: + tabular_static: + source: county_static_features + fields: + - log_population_z # Strong attention weight; consider removing. + - age_0_17_ratio_approx_z + - age_18_64_ratio_approx_z + - age_65_plus_ratio_approx_z + - female_ratio_z + + time_series: + - source: weekly_cases_raw + fields: + - weekly_cases_raw + window: + length: 13 + unit: 1w + start_time: "2020-04-05" # Inclusive; must match a weekly timestamp. + + graph: + source: county_queen_contiguity + +prediction: + field: log_population_density_z + +leakage: + forbidden_input_columns: + - node_id + - google_key + - county_fips + - population + - area_sq_km + - population_density_computed_per_sq_km + - log_population_density + - log_population_density_z + +data_refs: + tabular_static: + county_static_features: + file: input_multimodal/county_static_features.csv + id_column: node_id + + time_series: + weekly_cases_raw: + file: input_multimodal/time_series/weekly_cases_raw/weekly_cases_raw.csv + value_field: weekly_cases_raw + native_grid_minutes: 10080 + + graph: + county_queen_contiguity: + file: input_multimodal/node_level_task_graphs/county_queen_contiguity/edges.csv diff --git a/US_Covid_Google/tasks/weekly_cases_forecasting/build_from_timeseries.py b/US_Covid_Google/tasks/weekly_cases_forecasting/build_from_timeseries.py new file mode 100644 index 0000000000000000000000000000000000000000..f5b4e34b6b2c88fa7f2d6ad25aafe73c49ad9aa9 --- /dev/null +++ b/US_Covid_Google/tasks/weekly_cases_forecasting/build_from_timeseries.py @@ -0,0 +1,199 @@ +#!/usr/bin/env python3 +"""Build strict raw-case 52-week-to-13-week labels and chronological splits.""" + +from __future__ import annotations + +import json +from pathlib import Path + +import numpy as np +import pandas as pd + + +TASK_DIR = Path(__file__).resolve().parent +DATASET_ROOT = TASK_DIR.parents[1] +SERIES_ALIAS = "weekly_cases_raw" +SERIES_PATH = ( + DATASET_ROOT + / "input_multimodal" + / "time_series" + / "weekly_cases_raw" + / "weekly_cases_raw.csv" +) +TARGET_FIELD = "weekly_cases_raw" +CONTEXT_LENGTH = 52 +HORIZON_LENGTH = 13 +STRIDE = 1 +SPLIT_NAMES = ("train", "validation", "test") +SPLIT_RATIOS = np.asarray([0.60, 0.20, 0.20], dtype=np.float64) + + +def require(condition: bool, message: str) -> None: + if not bool(condition): + raise ValueError(message) + + +def iso_timestamp(value: pd.Timestamp) -> str: + return value.strftime("%Y-%m-%dT%H:%M:%S") + + +def largest_remainder_counts(total: int) -> np.ndarray: + exact = SPLIT_RATIOS * total + counts = np.floor(exact).astype(np.int64) + remaining = total - int(counts.sum()) + order = np.argsort(-(exact - counts), kind="stable") + counts[order[:remaining]] += 1 + require(int(counts.sum()) == total, "Split counts do not sum to sample count.") + return counts + + +def longest_consecutive_run(indices: list[int]) -> list[int]: + require(indices, "No valid forecast origins were found.") + runs: list[list[int]] = [] + current = [indices[0]] + for value in indices[1:]: + if value - current[-1] == STRIDE: + current.append(value) + else: + runs.append(current) + current = [value] + runs.append(current) + return max(runs, key=lambda run: (len(run), run[-1])) + + +def main() -> None: + frame = pd.read_csv( + SERIES_PATH, + usecols=["node_id", "week_start", TARGET_FIELD, "observation_mask"], + ) + frame["week_start"] = pd.to_datetime(frame["week_start"], errors="raise") + require( + not frame.duplicated(["node_id", "week_start"]).any(), + "Time-series node/week pairs are not unique.", + ) + node_ids = np.sort(frame["node_id"].unique().astype(np.int64)) + timestamps = pd.DatetimeIndex(frame["week_start"].drop_duplicates().sort_values()) + require(np.array_equal(node_ids, np.arange(len(node_ids))), "node_id is not contiguous.") + require(len(frame) == len(node_ids) * len(timestamps), "Time series is not a complete N x T grid.") + require( + pd.Series(timestamps).diff().dropna().dt.days.eq(7).all(), + "Time axis is not weekly.", + ) + + node_pos = pd.Index(node_ids).get_indexer(frame["node_id"]) + time_pos = pd.Index(timestamps).get_indexer(frame["week_start"]) + values = np.full((len(node_ids), len(timestamps)), np.nan, dtype=np.float32) + mask = np.zeros((len(node_ids), len(timestamps)), dtype=np.int8) + values[node_pos, time_pos] = pd.to_numeric( + frame[TARGET_FIELD], errors="coerce" + ).to_numpy(dtype=np.float32) + mask[node_pos, time_pos] = pd.to_numeric( + frame["observation_mask"], errors="raise" + ).to_numpy(dtype=np.int8) + require(np.isin(mask, [0, 1]).all(), "observation_mask must be binary.") + require(np.nanmin(values) >= 0, "Raw weekly cases contain a negative value.") + + valid_indices: list[int] = [] + for t_index in range(CONTEXT_LENGTH - 1, len(timestamps) - HORIZON_LENGTH): + context_start = t_index - CONTEXT_LENGTH + 1 + context_end = t_index + 1 + forecast_start = t_index + 1 + forecast_end = forecast_start + HORIZON_LENGTH + context_ok = ( + (mask[:, context_start:context_end] == 1).all() + and np.isfinite(values[:, context_start:context_end]).all() + ) + forecast_ok = ( + (mask[:, forecast_start:forecast_end] == 1).all() + and np.isfinite(values[:, forecast_start:forecast_end]).all() + ) + if context_ok and forecast_ok: + valid_indices.append(t_index) + + decision_indices = longest_consecutive_run(valid_indices) + require(len(decision_indices) >= 5, "Too few consecutive origins for a 6:2:2 split.") + require( + np.diff(decision_indices).tolist() == [STRIDE] * (len(decision_indices) - 1), + "Forecast origins do not follow task stride.", + ) + + tensor_shape = json.dumps([len(node_ids), 1, HORIZON_LENGTH], separators=(",", ":")) + rows: list[dict[str, object]] = [] + for t_index in decision_indices: + context_start = t_index - CONTEXT_LENGTH + 1 + context_end = t_index + 1 + forecast_start = t_index + 1 + forecast_end = forecast_start + HORIZON_LENGTH + rows.append( + { + "timestamp": iso_timestamp(timestamps[t_index]), + "t_index": t_index, + "context_start_index": context_start, + "context_end_index_exclusive": context_end, + "forecast_start_index": forecast_start, + "forecast_end_index_exclusive": forecast_end, + "target_series_ref": SERIES_ALIAS, + "target_tensor_shape": tensor_shape, + } + ) + labels = pd.DataFrame(rows) + + counts = largest_remainder_counts(len(labels)) + split_values: list[str] = [] + for split_name, count in zip(SPLIT_NAMES, counts): + split_values.extend([split_name] * int(count)) + splits = pd.DataFrame( + { + "timestamp": labels["timestamp"], + "iid_split": split_values, + "fold": np.zeros(len(labels), dtype=np.int8), + } + ) + + require(labels["timestamp"].is_unique, "Forecast primary key is not unique.") + require(set(labels["timestamp"]) == set(splits["timestamp"]), "labels/splits keys differ.") + require( + labels["context_end_index_exclusive"].sub(labels["context_start_index"]).eq(CONTEXT_LENGTH).all(), + "Context length mismatch.", + ) + require( + labels["forecast_end_index_exclusive"].sub(labels["forecast_start_index"]).eq(HORIZON_LENGTH).all(), + "Horizon length mismatch.", + ) + require( + labels["forecast_start_index"].sub(labels["t_index"]).eq(1).all(), + "Forecast must start one step after the decision timestamp.", + ) + + labels.to_csv(TASK_DIR / "labels.csv", index=False) + splits.to_csv(TASK_DIR / "splits.csv", index=False) + actual_counts = splits["iid_split"].value_counts().to_dict() + print( + json.dumps( + { + "task_id": "weekly_cases_forecasting", + "target_field": TARGET_FIELD, + "sample_count": len(labels), + "node_count": len(node_ids), + "requested_ratio": SPLIT_RATIOS.tolist(), + "split_counts": actual_counts, + "actual_ratios": { + name: actual_counts[name] / len(labels) for name in SPLIT_NAMES + }, + "context_length": CONTEXT_LENGTH, + "horizon_length": HORIZON_LENGTH, + "stride": STRIDE, + "first_decision_timestamp": labels.iloc[0]["timestamp"], + "last_decision_timestamp": labels.iloc[-1]["timestamp"], + "last_forecast_timestamp": iso_timestamp( + timestamps[int(labels.iloc[-1]["forecast_end_index_exclusive"]) - 1] + ), + "status": "passed", + }, + indent=2, + ) + ) + + +if __name__ == "__main__": + main() diff --git a/US_Covid_Google/tasks/weekly_cases_forecasting/labels.csv b/US_Covid_Google/tasks/weekly_cases_forecasting/labels.csv new file mode 100644 index 0000000000000000000000000000000000000000..2d3d1b81ee1f1c9102ae3eb3fc6607de918583d6 --- /dev/null +++ b/US_Covid_Google/tasks/weekly_cases_forecasting/labels.csv @@ -0,0 +1,46 @@ +timestamp,t_index,context_start_index,context_end_index_exclusive,forecast_start_index,forecast_end_index_exclusive,target_series_ref,target_tensor_shape +2021-03-28T00:00:00,56,5,57,57,70,weekly_cases_raw,"[2376,1,13]" +2021-04-04T00:00:00,57,6,58,58,71,weekly_cases_raw,"[2376,1,13]" +2021-04-11T00:00:00,58,7,59,59,72,weekly_cases_raw,"[2376,1,13]" +2021-04-18T00:00:00,59,8,60,60,73,weekly_cases_raw,"[2376,1,13]" 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b/US_Covid_Google/tasks/weekly_cases_forecasting/splits.csv new file mode 100644 index 0000000000000000000000000000000000000000..e7b0236d8aebd1053da3a14f295964f1f2c406f4 --- /dev/null +++ b/US_Covid_Google/tasks/weekly_cases_forecasting/splits.csv @@ -0,0 +1,46 @@ +timestamp,split,fold +2021-03-28T00:00:00,train,0 +2021-04-04T00:00:00,train,0 +2021-04-11T00:00:00,train,0 +2021-04-18T00:00:00,train,0 +2021-04-25T00:00:00,train,0 +2021-05-02T00:00:00,train,0 +2021-05-09T00:00:00,train,0 +2021-05-16T00:00:00,train,0 +2021-05-23T00:00:00,train,0 +2021-05-30T00:00:00,train,0 +2021-06-06T00:00:00,train,0 +2021-06-13T00:00:00,train,0 +2021-06-20T00:00:00,train,0 +2021-06-27T00:00:00,train,0 +2021-07-04T00:00:00,train,0 +2021-07-11T00:00:00,train,0 +2021-07-18T00:00:00,train,0 +2021-07-25T00:00:00,train,0 +2021-08-01T00:00:00,train,0 +2021-08-08T00:00:00,train,0 +2021-08-15T00:00:00,train,0 +2021-08-22T00:00:00,train,0 +2021-08-29T00:00:00,train,0 +2021-09-05T00:00:00,train,0 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weekly_cases_forecasting + type: time_series_forecasting + description: Predict 13 future weekly_cases_raw values for every county from a strict 52-week raw-case history, standardized county features, and the Queen-contiguity graph. + +inherit_general: true + +sample: + primary_key: timestamp + label_mode: index_reference + +inputs: + time_series: + - source: weekly_cases_raw + fields: + - weekly_cases_raw + window: + length: 52 + unit: 1w + + tabular_static: + source: county_static_features + fields: + - log_population_z + - log_population_density_z + - age_0_17_ratio_approx_z + - age_18_64_ratio_approx_z + - age_65_plus_ratio_approx_z + - female_ratio_z + + graph: + source: county_queen_contiguity + +prediction: + field: weekly_cases_raw + source: weekly_cases_raw + horizon: + length: 13 + unit: 1w + starts_after: timestamp + stride: 1 + label_storage: + ref_column: target_series_ref + shape_column: target_tensor_shape + +leakage: + observed_past_only_columns: + - weekly_cases_raw + +data_refs: + tabular_static: + county_static_features: + file: input_multimodal/county_static_features.csv + id_column: node_id + + time_series: + weekly_cases_raw: + file: input_multimodal/time_series/weekly_cases_raw/weekly_cases_raw.csv + value_field: weekly_cases_raw + native_grid_minutes: 10080 + + graph: + county_queen_contiguity: + file: input_multimodal/node_level_task_graphs/county_queen_contiguity/edges.csv