Datasets:
Tasks:
Text Classification
Formats:
parquet
Languages:
English
Size:
10K - 100K
Tags:
legal
License:
| dataset_info: | |
| features: | |
| - name: id | |
| dtype: float64 | |
| - name: name | |
| dtype: string | |
| - name: first | |
| dtype: string | |
| - name: last | |
| dtype: string | |
| - name: sex | |
| dtype: string | |
| - name: dob | |
| dtype: string | |
| - name: age | |
| dtype: int64 | |
| - name: age_cat | |
| dtype: string | |
| - name: race | |
| dtype: string | |
| - name: juv_fel_count | |
| dtype: int64 | |
| - name: decile_score | |
| dtype: int64 | |
| - name: juv_misd_count | |
| dtype: int64 | |
| - name: juv_other_count | |
| dtype: int64 | |
| - name: priors_count | |
| dtype: int64 | |
| - name: days_b_screening_arrest | |
| dtype: float64 | |
| - name: c_jail_in | |
| dtype: string | |
| - name: c_jail_out | |
| dtype: string | |
| - name: c_days_from_compas | |
| dtype: float64 | |
| - name: c_charge_degree | |
| dtype: string | |
| - name: c_charge_desc | |
| dtype: string | |
| - name: is_recid | |
| dtype: int64 | |
| - name: r_charge_degree | |
| dtype: string | |
| - name: r_days_from_arrest | |
| dtype: float64 | |
| - name: r_offense_date | |
| dtype: string | |
| - name: r_charge_desc | |
| dtype: string | |
| - name: r_jail_in | |
| dtype: string | |
| - name: violent_recid | |
| dtype: float64 | |
| - name: is_violent_recid | |
| dtype: int64 | |
| - name: vr_charge_degree | |
| dtype: string | |
| - name: vr_offense_date | |
| dtype: string | |
| - name: vr_charge_desc | |
| dtype: string | |
| - name: type_of_assessment | |
| dtype: string | |
| - name: decile_score.1 | |
| dtype: int64 | |
| - name: score_text | |
| dtype: string | |
| - name: screening_date | |
| dtype: string | |
| - name: v_type_of_assessment | |
| dtype: string | |
| - name: v_decile_score | |
| dtype: int64 | |
| - name: v_score_text | |
| dtype: string | |
| - name: priors_count.1 | |
| dtype: int64 | |
| - name: event | |
| dtype: int64 | |
| splits: | |
| - name: train | |
| num_bytes: 7742099 | |
| num_examples: 18316 | |
| download_size: 1350808 | |
| dataset_size: 7742099 | |
| license: odc-by | |
| language: | |
| - en | |
| pretty_name: COMPAS | |
| size_categories: | |
| - 10K<n<100K | |
| task_categories: | |
| - text-classification | |
| tags: | |
| - legal | |
| # COMPAS (Teeny-Tiny Castle) | |
| This dataset is part of a tutorial tied to the [Teeny-Tiny Castle](https://github.com/Nkluge-correa/TeenyTinyCastle), an open-source repository containing educational tools for AI Ethics and Safety research. | |
| ## How to Use | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset("AiresPucrs/COMPAS", split = 'train') | |
| ``` | |