README.md

metadata

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, an open-source repository containing educational tools for AI Ethics and Safety research.

How to Use

from datasets import load_dataset

dataset = load_dataset("AiresPucrs/COMPAS", split = 'train')