| --- |
| dataset_info: |
| - config_name: e_thos_project__climate_change_analysis_results_wynn |
| features: |
| - name: Hearing Title |
| dtype: large_string |
| - name: Witness Name |
| dtype: large_string |
| - name: Witness Type |
| dtype: large_string |
| - name: Sentences with Appeals to Expertise |
| dtype: large_string |
| - name: Type of Appeal |
| dtype: large_string |
| - name: Python (Y/N) |
| dtype: large_string |
| - name: Incorrect Python Hits |
| dtype: large_string |
| - name: Type of Appeal.1 |
| dtype: large_string |
| - name: String/Word Class Fix |
| dtype: large_string |
| - name: 'Unnamed: 9' |
| dtype: large_string |
| - name: 'Unnamed: 10' |
| dtype: float64 |
| - name: 'Unnamed: 11' |
| dtype: float64 |
| - name: 'Unnamed: 12' |
| dtype: float64 |
| - name: 'Unnamed: 13' |
| dtype: float64 |
| - name: 'Unnamed: 14' |
| dtype: float64 |
| - name: 'Unnamed: 15' |
| dtype: float64 |
| - name: 'Unnamed: 16' |
| dtype: float64 |
| - name: 'Unnamed: 17' |
| dtype: float64 |
| - name: 'Unnamed: 18' |
| dtype: float64 |
| - name: 'Unnamed: 19' |
| dtype: float64 |
| - name: 'Unnamed: 20' |
| dtype: float64 |
| - name: 'Unnamed: 21' |
| dtype: float64 |
| - name: 'Unnamed: 22' |
| dtype: float64 |
| - name: 'Unnamed: 23' |
| dtype: float64 |
| - name: 'Unnamed: 24' |
| dtype: float64 |
| - name: 'Unnamed: 25' |
| dtype: float64 |
| - name: 'Unnamed: 26' |
| dtype: float64 |
| splits: |
| - name: train |
| num_bytes: 286769 |
| num_examples: 816 |
| download_size: 56313 |
| dataset_size: 286769 |
| - config_name: e_thos_project__climate_change_metadata_qualitative_wynn |
| features: |
| - name: Tag |
| dtype: large_string |
| - name: Name |
| dtype: large_string |
| - name: Gender |
| dtype: large_string |
| - name: Witness Type |
| dtype: large_string |
| - name: Affiliation |
| dtype: large_string |
| - name: Affiliation Type |
| dtype: large_string |
| - name: Title |
| dtype: large_string |
| - name: Department/Organization |
| dtype: large_string |
| - name: Extracted and Processed |
| dtype: large_string |
| - name: Analyzed |
| dtype: large_string |
| - name: Notes |
| dtype: large_string |
| - name: 'Unnamed: 11' |
| dtype: large_string |
| splits: |
| - name: train |
| num_bytes: 96880 |
| num_examples: 414 |
| download_size: 28321 |
| dataset_size: 96880 |
| - config_name: e_thos_project__climate_change_metadata_quantitative_oral_wynn |
| features: |
| - name: Witness Name |
| dtype: large_string |
| - name: Male |
| dtype: float64 |
| - name: Female |
| dtype: float64 |
| - name: Age at Time of Testimony |
| dtype: float64 |
| - name: Times Testifying before Congress about scientific matters before this hearing |
| dtype: float64 |
| - name: Witness Type |
| dtype: float64 |
| - name: Oral Testimony |
| dtype: float64 |
| - name: 'Prepared Testimony ' |
| dtype: float64 |
| - name: Appeals to Expertise |
| dtype: float64 |
| - name: PSAT |
| dtype: float64 |
| - name: Year |
| dtype: float64 |
| - name: Hearing Tag |
| dtype: large_string |
| - name: House |
| dtype: float64 |
| - name: Senate |
| dtype: float64 |
| - name: Democrat Presiding Chair |
| dtype: float64 |
| - name: Republican Presiding Chair |
| dtype: float64 |
| - name: Committee ID |
| dtype: float64 |
| - name: Subcommittee ID |
| dtype: large_string |
| - name: ACHIEVE_INS |
| dtype: large_string |
| - name: ACHIEVE_INT |
| dtype: large_string |
| - name: AUTH_N |
| dtype: large_string |
| - name: AUTH_P_C |
| dtype: large_string |
| - name: AUTH_P_D |
| dtype: large_string |
| - name: AWARD |
| dtype: large_string |
| - name: EXPERIENCE |
| dtype: large_string |
| - name: LEADER |
| dtype: large_string |
| - name: LEARN_D |
| dtype: large_string |
| - name: LEARN_P |
| dtype: large_string |
| - name: PUBLISH |
| dtype: large_string |
| - name: REPRESENT |
| dtype: large_string |
| - name: Total Number of Appeals |
| dtype: float64 |
| splits: |
| - name: train |
| num_bytes: 76364 |
| num_examples: 267 |
| download_size: 21019 |
| dataset_size: 76364 |
| - config_name: e_thos_project__climate_change_metadata_quantitative_prepared_wynn |
| features: |
| - name: Witness Name |
| dtype: large_string |
| - name: Male |
| dtype: float64 |
| - name: Female |
| dtype: float64 |
| - name: Age at Time of Testimony |
| dtype: float64 |
| - name: Times Testifying before Congress about scientific matters before this hearing |
| dtype: float64 |
| - name: Witness Type |
| dtype: float64 |
| - name: Oral Testimony |
| dtype: float64 |
| - name: 'Prepared Testimony ' |
| dtype: float64 |
| - name: Appeals to Expertise |
| dtype: float64 |
| - name: PSAT |
| dtype: float64 |
| - name: Year |
| dtype: float64 |
| - name: Hearing Tag |
| dtype: large_string |
| - name: House |
| dtype: float64 |
| - name: Senate |
| dtype: float64 |
| - name: Democrat Presiding Chair |
| dtype: float64 |
| - name: Republican Presiding Chair |
| dtype: float64 |
| - name: Committee ID |
| dtype: float64 |
| - name: Subcommittee ID |
| dtype: large_string |
| - name: ACHIEVE_INS |
| dtype: large_string |
| - name: ACHIEVE_INT |
| dtype: large_string |
| - name: AUTH_N |
| dtype: large_string |
| - name: AUTH_P_C |
| dtype: large_string |
| - name: AUTH_P_D |
| dtype: large_string |
| - name: AWARD |
| dtype: large_string |
| - name: EXPERIENCE |
| dtype: large_string |
| - name: LEADER |
| dtype: large_string |
| - name: LEARN_D |
| dtype: large_string |
| - name: LEARN_P |
| dtype: large_string |
| - name: PUBLISH |
| dtype: large_string |
| - name: REPRESENT |
| dtype: large_string |
| - name: Total Number of Appeals |
| dtype: float64 |
| splits: |
| - name: train |
| num_bytes: 71537 |
| num_examples: 250 |
| download_size: 21299 |
| dataset_size: 71537 |
| configs: |
| - config_name: e_thos_project__climate_change_analysis_results_wynn |
| data_files: |
| - split: train |
| path: e_thos_project__climate_change_analysis_results_wynn/train-* |
| - config_name: e_thos_project__climate_change_metadata_qualitative_wynn |
| data_files: |
| - split: train |
| path: e_thos_project__climate_change_metadata_qualitative_wynn/train-* |
| - config_name: e_thos_project__climate_change_metadata_quantitative_oral_wynn |
| data_files: |
| - split: train |
| path: e_thos_project__climate_change_metadata_quantitative_oral_wynn/train-* |
| - config_name: e_thos_project__climate_change_metadata_quantitative_prepared_wynn |
| data_files: |
| - split: train |
| path: e_thos_project__climate_change_metadata_quantitative_prepared_wynn/train-* |
| license: cc-by-4.0 |
| pretty_name: 'E-thos Project: Climate Change' |
| --- |
| |
| # E-thos Project: Climate Change |
|
|
| > Hugging Face copy of the KiltHub (Carnegie Mellon University) record [doi:10.1184/R1/12964481.v1](https://doi.org/10.1184/R1/12964481.v1), converted to Parquet for [Project Protostar](https://huggingface.co/CMU-OSPO). Please cite the original record. |
|
|
| **Authors:** James Wynn |
| **License:** CC BY 4.0 |
|
|
| This repository contains materials associated with a project which explores appeals to expertise by climate scientists in hearings before Congress. These materials include plain text files in UTF-7 and ASCII format of testimonies by individual scientists in hearings from 1985-2013 as well as meta-data about each of the hearings and scientific witnesses in the corpus. |
|
|
| ## Quick start |
|
|
| ```python |
| from datasets import load_dataset |
| |
| ds = load_dataset("CMU-OSPO/E-thos_Project_Climate_Change", "e_thos_project__climate_change_analysis_results_wynn", split="train") |
| df = ds.to_pandas() |
| ``` |
|
|
| Other subsets load the same way; pass a name from the table below. |
|
|
| ## Subsets |
|
|
| | Subset | Rows | Description | |
| |---|---:|---| |
| | `e_thos_project__climate_change_analysis_results_wynn` | 816 | | |
| | `e_thos_project__climate_change_metadata_qualitative_wynn` | 414 | | |
| | `e_thos_project__climate_change_metadata_quantitative_oral_wynn` | 267 | | |
| | `e_thos_project__climate_change_metadata_quantitative_prepared_wynn` | 250 | | |
|
|
| ## Changes from the original files |
|
|
| - Details of the KiltHub to Parquet conversion are in [`notes_preprocessing.txt`](./blob/main/notes_preprocessing.txt). |
|
|
| ## Citation |
|
|
| ```text |
| Wynn, James (2020). E-thos Project: Climate Change. Carnegie Mellon University. Dataset. https://doi.org/10.1184/R1/12964481.v1 |
| ``` |
|
|
| Variable descriptions, units and methods are in the authors' README on KiltHub: [Readme_txt_file_E-thos_Project_Climate_Change_Wynn.txt](https://kilthub.cmu.edu/articles/dataset/E-thos_Project_Climate_Change/12964481?file=24696179). |
|
|
