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Publish audited ice-reference snapshot and documentation

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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
 
 
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
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+ ice-reference.duckdb filter=lfs diff=lfs merge=lfs -text
DICTIONARY.md ADDED
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+ # ICE facility, office and jurisdiction references — dictionary
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+
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+ All original source fields retain their source meanings. The table unit and time semantics below are required context; names alone do not define a universal measure. Exact NULL counts are distinct from empty strings, empty geometry and source-coded missingness. See README for known anomalies and the immutable source lock.
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+
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+ ## facilities
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+
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+ One detention-facility directory record; not a detention event or historical facility panel. Time semantics: reference snapshot, not historical panel.
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+
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+ Candidate key: No asserted natural key; preserve _source_row.
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+
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+ | Field | SQL type | NULL rows | Meaning |
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+ |---|---|---:|---|
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+ | `_source_row` | BIGINT | 0 | Ordinal in the pinned source member; not a cross-release entity key. |
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+ | `detention_facility_code` | VARCHAR | 1 | ICE facility code; one source NULL is retained. |
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+ | `name` | VARCHAR | 0 | Facility name reported by the source; names are not stable facility identifiers. |
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+ | `address` | VARCHAR | 73 | Institutional street address as recorded by the source. |
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+ | `city` | VARCHAR | 73 | City label associated with the reported address. |
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+ | `county` | VARCHAR | 76 | County containing the geocoded facility, where identified. |
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+ | `county_fips_code` | VARCHAR | 76 | County geographic identifier retained as text; missing geography is preserved. |
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+ | `core_based_statistical_area` | VARCHAR | 166 | Core-based statistical area name assigned to the facility location. |
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+ | `core_based_statistical_area_code` | VARCHAR | 166 | Text identifier of the assigned core-based statistical area. |
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+ | `core_based_statistical_area_type` | VARCHAR | 166 | Source designation of metropolitan or micropolitan area type. |
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+ | `combined_statistical_area` | VARCHAR | 356 | Combined statistical area name assigned to the facility location. |
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+ | `combined_statistical_area_code` | VARCHAR | 356 | Text identifier of the assigned combined statistical area. |
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+ | `state` | VARCHAR | 0 | State or territory label associated with the source location. |
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+ | `state_fips_code` | VARCHAR | 76 | State FIPS identifier retained as text; do not coerce leading zeros away. |
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+ | `zip` | VARCHAR | 73 | Postal ZIP code retained as text, preserving leading zeros. |
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+ | `address_full` | VARCHAR | 73 | Source-combined institutional address string. |
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+ | `latitude` | DOUBLE | 75 | Source point latitude in decimal degrees; missing coordinates are not imputed. |
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+ | `longitude` | DOUBLE | 75 | Source point longitude in decimal degrees; missing coordinates are not imputed. |
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+ | `field_office` | VARCHAR | 73 | ERO office responsible for the facility location; not a verified name key to the office table. |
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+ | `federal_court_district_of_confinement` | VARCHAR | 72 | Federal judicial district assigned to the facility location; not by itself a legal-venue determination. |
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+ | `federal_court_circuit_of_confinement` | VARCHAR | 72 | Federal circuit assigned to the facility location; not by itself a legal-venue determination. |
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+
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+ ## offices
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+
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+ One office directory record across ERO, HSI and other listed agencies; not an ERO-only jurisdiction. Time semantics: reference snapshot, not historical panel.
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+
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+ Candidate key: No asserted natural key; preserve _source_row.
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+
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+ | Field | SQL type | NULL rows | Meaning |
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+ |---|---|---:|---|
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+ | `_source_row` | BIGINT | 0 | Ordinal in the pinned source member; not a cross-release entity key. |
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+ | `office_name` | VARCHAR | 0 | Source office label; not unique across the office directory and not a universal join key. |
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+ | `office_name_short` | VARCHAR | 121 | Short source office label, when provided. |
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+ | `agency` | VARCHAR | 0 | Source agency represented in this directory, including ERO, HSI and other offices; only AOR maps are ERO-specific. |
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+ | `field_office_name` | VARCHAR | 154 | Parent field-office label for the source office; NULL may indicate no parent provided. |
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+ | `office_type` | VARCHAR | 0 | Original string, including Field office and Sub-office. |
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+ | `address` | VARCHAR | 5 | Institutional street address as recorded by the source. |
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+ | `city` | VARCHAR | 0 | City label associated with the reported address. |
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+ | `state` | VARCHAR | 0 | State or territory label associated with the source location. |
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+ | `zip` | VARCHAR | 1 | Postal ZIP code retained as text, preserving leading zeros. |
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+ | `zip_4` | VARCHAR | 1 | Original full postal ZIP or ZIP+4 value, retained as text; 265 five-character ZIPs, nine complete ten-character ZIP+4 strings and one NULL in this snapshot. |
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+ | `address_full` | VARCHAR | 5 | Source-combined institutional address string. |
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+ | `area` | VARCHAR | 50 | Original description of office responsibility; wording and inconsistencies are retained. |
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+ | `latitude` | DOUBLE | 5 | Source point latitude in decimal degrees; missing coordinates are not imputed. |
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+ | `longitude` | DOUBLE | 5 | Source point longitude in decimal degrees; missing coordinates are not imputed. |
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+
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+ ## aor
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+
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+ One ERO area-of-responsibility record; 25 geographic areas plus one nongeographic HQ placeholder. Time semantics: reference snapshot, not historical panel.
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+
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+ Candidate key: No asserted natural key; preserve _source_row.
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+
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+ | Field | SQL type | NULL rows | Meaning |
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+ |---|---|---:|---|
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+ | `_source_row` | BIGINT | 0 | Ordinal in the pinned source member; not a cross-release entity key. |
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+ | `office_name` | VARCHAR | 1 | Source office label; not unique across the office directory and not a universal join key. |
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+ | `area_of_responsibility_name` | VARCHAR | 0 | Source AOR identifier/label, including the nongeographic HQ placeholder. |
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+ | `geometry_wkb` | BLOB | 0 | Original WKB; NAD83 EPSG:4269 for AOR tables. Empty HQ geometry retained. |
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+
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+ ## county_aor
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+
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+ One county-to-ERO-area assignment record; 3,230 county records plus one nongeographic HQ placeholder. Time semantics: reference snapshot, not historical panel.
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+
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+ Candidate key: No asserted natural key; preserve _source_row.
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+
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+ | Field | SQL type | NULL rows | Meaning |
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+ |---|---|---:|---|
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+ | `_source_row` | BIGINT | 0 | Ordinal in the pinned source member; not a cross-release entity key. |
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+ | `STATEFP` | VARCHAR | 1 | Two-character Census state FIPS code; NULL for the HQ placeholder. |
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+ | `COUNTYFP` | VARCHAR | 1 | Three-character Census county FIPS code within state; NULL for HQ. |
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+ | `COUNTYNS` | VARCHAR | 1 | Census county National Standard/ANSI identifier retained as text. |
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+ | `GEOIDFQ` | VARCHAR | 1 | Fully qualified Census geographic identifier retained verbatim. |
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+ | `GEOID` | VARCHAR | 1 | Five-character state-plus-county FIPS identifier; NULL for HQ. |
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+ | `NAME` | VARCHAR | 1 | Census county name without the legal/statistical area description. |
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+ | `NAMELSAD` | VARCHAR | 1 | Census county name including the legal/statistical area description. |
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+ | `STUSPS` | VARCHAR | 1 | Census state or territory postal abbreviation. |
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+ | `STATE_NAME` | VARCHAR | 1 | Census state or territory name. |
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+ | `LSAD` | VARCHAR | 1 | Census legal/statistical area description code, retained as text. |
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+ | `ALAND` | DOUBLE | 1 | Census land area in square meters; not an enforcement measure. |
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+ | `AWATER` | DOUBLE | 1 | Census water area in square meters; not an enforcement measure. |
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+ | `office_name` | VARCHAR | 1 | Source office label; not unique across the office directory and not a universal join key. |
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+ | `notes` | VARCHAR | 3,134 | Source caveats about the county-to-office assignment. |
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+ | `area_of_responsibility_name` | VARCHAR | 0 | Source AOR identifier/label, including the nongeographic HQ placeholder. |
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+ | `geometry_wkb` | BLOB | 0 | Original WKB; NAD83 EPSG:4269 for AOR tables. Empty HQ geometry retained. |
README.md ADDED
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+ ---
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+ license: cc0-1.0
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+ pretty_name: ICE facility, office and jurisdiction references
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+ ---
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+
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+ # ICE facility, office and jurisdiction references
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+
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+ Frozen Datapond snapshot: 4 data tables, 4,410 stored source rows,
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+ 26,226,688 bytes. The catalog identifier requires separate registry integration.
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+ Row totals mix table units and are not unique people, events or places.
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+
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+ | Table | Rows | Unit | Time semantics |
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+ |---|---:|---|---|
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+ | `facilities` | 878 | One detention-facility directory record; not a detention event or historical facility panel | reference snapshot, not historical panel |
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+ | `offices` | 275 | One office directory record across ERO, HSI and other listed agencies; not an ERO-only jurisdiction | reference snapshot, not historical panel |
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+ | `aor` | 26 | One ERO area-of-responsibility record; 25 geographic areas plus one nongeographic HQ placeholder | reference snapshot, not historical panel |
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+ | `county_aor` | 3,231 | One county-to-ERO-area assignment record; 3,230 county records plus one nongeographic HQ placeholder | reference snapshot, not historical panel |
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+
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+ ## Source, scope and limitations
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+
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+ Facility scope starts with locations used since January 2025 plus newly listed sites; it is not a complete historical directory. Source observation vintages vary. The facility repository commit is October 20, 2026, and the office repository commit is April 21, 2026. Neither is a universal observation date.
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+
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+ The facility table preserves one NULL detention_facility_code and 75 missing coordinate pairs. Use _source_row as a pinned-file row reference, not a cross-release entity key. Preserve leading zeros in ZIP/FIPS/GEOID. Office fields are office_type, latitude and longitude; six obsolete population-summary fields from older facility documentation are absent from this payload.
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+
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+ AOR and county-AOR geometry is retained as WKB with NAD83 EPSG:4269 metadata, despite older codebook prose naming EPSG:4326. No coordinates are transformed or relabelled. Each geography table retains its nongeographic HQ placeholder; exclude it explicitly when analyzing geographic coverage. Do not silently drop source rows merely because a county or office name is NULL.
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+
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+ The office directory includes ERO, HSI and other agencies. Its AOR geography tables describe ERO responsibility only, not HSI territories or a historical boundary panel. The source office lists are described as September 2025 and county geometry derives from Census 2024 boundaries. Harlingen's FY2022 split and other source boundary caveats matter for time-specific joins. Facility codes need release/year coverage checks before LEFT JOINs to detention events. Office-name variants require an explicit reviewed crosswalk; no fuzzy link or legal-venue inference is supplied.
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+
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+ Every source byte hash, immutable URL and repository commit is in
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+ [source-lock.json](source-lock.json). Every row is retained; `_source_row` is added
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+ as an ordinal within the pinned member. Geometry, when present, is stored as WKB
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+ in `geometry_wkb`, with all original metadata in `_geometry_metadata`. `_provenance`,
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+ `_metadata` and `_columns` document the build. [DICTIONARY.md](DICTIONARY.md) records
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+ types, exact NULL counts, units and time semantics. Original source flags and text
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+ are not coerced into new numeric categories.
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+
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+ Publisher: [Deportation Data Project](https://deportationdata.org/data/processed/ice.html).
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+ Data license: CC0-1.0, as labelled by the publisher; see the retained license notes.
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+ Cite government data collated by the Deportation Data Project and the pinned source
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+ commit. Repository commit dates do not promise current observations or automatic refreshes.
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+
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+ ## Local queries
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+
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+ ```python
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+ import duckdb
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+ con = duckdb.connect('ice-reference.duckdb', read_only=True,
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+ config={'memory_limit':'128MiB','threads':'1'})
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+ try:
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+ print(con.sql('SELECT state, count(*) AS facilities FROM facilities GROUP BY state ORDER BY facilities DESC, state LIMIT 5').fetchall())
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+ finally:
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+ con.close()
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+ ```
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+
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+ ```r
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+ library(DBI)
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+ con <- dbConnect(duckdb::duckdb(), dbdir='ice-reference.duckdb', read_only=TRUE)
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+ tryCatch({
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+ dbExecute(con, "SET memory_limit='128MiB'")
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+ dbExecute(con, 'SET threads=1')
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+ print(dbGetQuery(con, "SELECT state, count(*) AS facilities FROM facilities GROUP BY state ORDER BY facilities DESC, state LIMIT 5"))
61
+ }, finally=dbDisconnect(con, shutdown=TRUE))
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+ ```
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+
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+ Public datapond identifier `ice-reference` requires a future approved catalog release.
65
+ The smoke scripts use an isolated localhost registry, never a global registry edit.
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+
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+ ## Reproduce and refresh
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+
69
+ Use Python 3.11 or newer in a dedicated environment. Install the exact tested dependencies with `python -m pip install -r requirements.txt` (or use the pinned uv source in pyproject.toml), then:
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+
71
+ ```sh
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+ python acquire_sources.py
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+ python build_database.py --validate-only --report fresh-validation.json
74
+ python build_database.py --output fresh-ice-reference.duckdb
75
+ ```
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+
77
+ Downloads are pinned, bounded and SHA-verified; existing source files are checked
78
+ and reused. The importer preserves all source fields and compares every stored
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+ row with the input using symmetric EXCEPT ALL. It uses one thread, 128 MiB DuckDB
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+ memory, no spill, a 128 MiB working-file cap
81
+ and a 512 MiB physical free-space reserve. A watchdog interrupts work when a budget
82
+ is crossed. Builds are private until complete; hard-link publication refuses an
83
+ existing final database, manifest or orphan WAL path. Synchronous checks enforce the working-file cap and physical reserve after close and before publication; hash checks remain enabled under optimized Python. Failed/private files remain for inspection, with no cleanup
84
+ of unrelated work. Peak process memory can exceed DuckDB's buffer limit.
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+
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+ To refresh, review the publisher's changed files and definitions, update pins and
87
+ expected schemas/counts, run full source checks and Python/R smoke tests, and audit
88
+ both data and documentation. No scheduled or unattended refresh is configured.
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+
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+ Source documentation: [facilities](https://deportationdata.org/docs/ice/codebook-facilities.html) and [offices/AORs](https://deportationdata.org/docs/ice/codebook-offices.html). Actual pinned schemas and CRS override the older codebook discrepancies described above. Office names alone are not unique; the current `(agency, office_type, office_name, address_full)` combination is unique. Each geography table has one empty MULTIPOLYGON for HQ and no SQL-NULL geometry.
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+
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+ Validation commands: `python -m unittest -v test_safety.py` and `python run_smoke.py --python /path/to/python --rscript /path/to/Rscript --r-library /path/to/R/library`. The latter needs the released Python and R datapond packages and an already installed HTTPFS extension. It uses only localhost and this database. See VALIDATION.md for the executed versions and results.
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+
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+ ## Snapshot files
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+
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+ [Download the database](https://huggingface.co/datasets/Nason/ice-reference-database/resolve/main/ice-reference.duckdb), [browse its files](https://huggingface.co/datasets/Nason/ice-reference-database/tree/main), or inspect the [reproducible source](https://github.com/ian-nason/ice-reference-database). Verify the snapshot SHA-256 `c0c6f79bea8ad54e84c29103a7d854b68a381d931e104e2a3ccc03c1c80d70a5` (26,226,688 bytes). The registry PR pins immutable Hugging Face revisions; a later `main` may refer to a newer snapshot.
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+
98
+ Once the separate catalog entry is merged, use the released clients:
99
+
100
+ ```python
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+ import datapond
102
+ con = datapond.connect("ice-reference")
103
+ try:
104
+ print(con.sql("SELECT state, count(*) AS facilities FROM facilities GROUP BY state ORDER BY facilities DESC, state LIMIT 5").fetchall())
105
+ finally:
106
+ con.close()
107
+ ```
108
+
109
+ ```r
110
+ library(datapond)
111
+ con <- dp_connect("ice-reference")
112
+ tryCatch(print(DBI::dbGetQuery(con, "SELECT state, count(*) AS facilities FROM facilities GROUP BY state ORDER BY facilities DESC, state LIMIT 5")), finally=DBI::dbDisconnect(con, shutdown=TRUE))
113
+ ```
114
+
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+ Until catalog integration, the local Python/R examples above work with the downloaded snapshot. The smoke scripts exercise both released clients with an isolated registry and this same database.
VALIDATION.md ADDED
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+ # Validation of the local reference candidate
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+
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+ ## Current audit corrections, November 3, 2026
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+
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+ The newly built candidate is `ice-reference.duckdb`: 26,226,688 bytes,
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+ SHA-256 `c0c6f79bea8ad54e84c29103a7d854b68a381d931e104e2a3ccc03c1c80d70a5`.
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+ The original database and manifest remain preserved. Each table now has its own
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+ accurate unit in the source lock, README, HF card, dictionary and `_metadata`.
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+ All four source tables and added row ordinals are unchanged. `_provenance`,
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+ `_geometry_metadata` and `_columns` are also unchanged; embedded descriptions and
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+ build timestamps are the intended metadata changes.
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+
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+ Eleven repository regression tests passed. They include optimized-Python smoke
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+ failure cases, report no-clobber behavior, recursive budget accounting and a
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+ disappearing WAL. The build now uses Parquet `file_row_number` and verifies its
16
+ association with every stored row. Validation-only reports use an explicit new
17
+ `--report` path and exclusive creation. Automatic extension installation is disabled.
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+
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+ The build ran in existing WSL tmpfs with the unchanged 128 MiB working cap and
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+ 512 MiB physical reserve. Copy-back preserved at least 128 MiB on Windows.
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+ Existing source bytes/pins were reverified; no source acquisition or install ran.
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+ The corrected artifact passed exact source checks and a read-only comparison
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+ against all prior rows, including raw WKB. Additional checks confirmed EPSG:4269,
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+ 265 five-digit ZIPs, nine ZIP+4 values, one NULL ZIP, and no duplicate office
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+ four-column keys.
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+
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+ Python Datapond 0.1.5 / DuckDB 1.5.6 and R Datapond 0.1.0 / DuckDB 1.5.5 passed
28
+ on this new artifact through localhost, with `PYTHONOPTIMIZE=2`. Fresh evidence
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+ is in `evidence/audit-fix-*.json`; earlier receipts remain preserved.
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+ The two companions' acquisition, safety and safety-test files are byte-identical,
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+ closing the corresponding unread-code condition in Claude's source review.
32
+ The owner independently reviewed the implementation diff and the exact test/build/client scope. The original candidates remain archived separately.
33
+
34
+
35
+ The initial independent Claude source review completed under included Max usage and identified these corrections. Final corrected-source review is required before publication. These validation claims distinguish executed local checks from that separate source review. Public URL verification is recorded after upload; registry approval or merge is separate.
ice-detention-facilities-LICENSE ADDED
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+ ## creative commons
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+ # CC0 1.0 Universal
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+ CREATIVE COMMONS CORPORATION IS NOT A LAW FIRM AND DOES NOT PROVIDE LEGAL SERVICES. DISTRIBUTION OF THIS DOCUMENT DOES NOT CREATE AN ATTORNEY-CLIENT RELATIONSHIP. CREATIVE COMMONS PROVIDES THIS INFORMATION ON AN "AS-IS" BASIS. CREATIVE COMMONS MAKES NO WARRANTIES REGARDING THE USE OF THIS DOCUMENT OR THE INFORMATION OR WORKS PROVIDED HEREUNDER, AND DISCLAIMS LIABILITY FOR DAMAGES RESULTING FROM THE USE OF THIS DOCUMENT OR THE INFORMATION OR WORKS PROVIDED HEREUNDER.
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ice-offices-LICENSE ADDED
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