size_categories:1K<n<10K format:parquet modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - name: sex
    dtype:
      class_label:
        names:
          '0': Female
          '1': Male
  - name: age_cat
    dtype:
      class_label:
        names:
          '0': 25 - 45
          '1': Greater than 45
          '2': Less than 25
  - name: race
    dtype:
      class_label:
        names:
          '0': African-American
          '1': Asian
          '2': Caucasian
          '3': Hispanic
          '4': Native American
          '5': Other
  - name: c_charge_degree
    dtype:
      class_label:
        names:
          '0': F
          '1': M
  - name: c_charge_desc
    dtype:
      class_label:
        names:
          '0': Abuse Without Great Harm
          '1': Accessory After the Fact
          '2': Agg Abuse Elderlly/Disabled Adult
          '3': Agg Assault Law Enforc Officer
          '4': Agg Assault W/int Com Fel Dome
          '5': Agg Battery Grt/Bod/Harm
          '6': Agg Fleeing and Eluding
          '7': Agg Fleeing/Eluding High Speed
          '8': Aggr Child Abuse-Torture,Punish
          '9': Aggrav Battery w/Deadly Weapon
          '10': Aggrav Child Abuse-Agg Battery
          '11': Aggrav Child Abuse-Causes Harm
          '12': Aggrav Stalking After Injunctn
          '13': Aggravated Assault
          '14': Aggravated Assault W/Dead Weap
          '15': Aggravated Assault W/dead Weap
          '16': Aggravated Assault W/o Firearm
          '17': Aggravated Assault w/Firearm
          '18': Aggravated Battery
          '19': Aggravated Battery (Firearm)
          '20': Aggravated Battery (Firearm/Actual Possession)
          '21': Aggravated Battery / Pregnant
          '22': Aggravated Battery On 65/Older
          '23': Aggress/Panhandle/Beg/Solict
          '24': Aide/Abet Prostitution Lewdness
          '25': Aiding Escape
          '26': Alcoholic Beverage Violation-FL
          '27': Armed Trafficking in Cannabis
          '28': Arson II (Vehicle)
          '29': Arson in the First Degree
          '30': Assault
          '31': Assault Law Enforcement Officer
          '32': Att Burgl Conv Occp
          '33': Att Burgl Struc/Conv Dwel/Occp
          '34': Att Burgl Unoccupied Dwel
          '35': Att Tamper w/Physical Evidence
          '36': Attempt Armed Burglary Dwell
          '37': Attempt Burglary (Struct)
          '38': Attempted Burg/Convey/Unocc
          '39': Attempted Burg/struct/unocc
          '40': Attempted Deliv Control Subst
          '41': Attempted Robbery  No Weapon
          '42': Attempted Robbery  Weapon
          '43': Attempted Robbery Firearm
          '44': Battery
          '45': Battery Emergency Care Provide
          '46': Battery On A Person Over 65
          '47': Battery On Fire Fighter
          '48': Battery On Parking Enfor Speci
          '49': Battery Spouse Or Girlfriend
          '50': Battery on Law Enforc Officer
          '51': Battery on a Person Over 65
          '52': Bribery Athletic Contests
          '53': Burgl Dwel/Struct/Convey Armed
          '54': Burglary Assault/Battery Armed
          '55': Burglary Conveyance Armed
          '56': Burglary Conveyance Assault/Bat
          '57': Burglary Conveyance Occupied
          '58': Burglary Conveyance Unoccup
          '59': Burglary Dwelling Armed
          '60': Burglary Dwelling Assault/Batt
          '61': Burglary Dwelling Occupied
          '62': Burglary Structure Assault/Batt
          '63': Burglary Structure Occupied
          '64': Burglary Structure Unoccup
          '65': Burglary Unoccupied Dwelling
          '66': Burglary With Assault/battery
          '67': Carjacking w/o Deadly Weapon
          '68': Carjacking with a Firearm
          '69': Carry Open/Uncov Bev In Pub
          '70': Carrying A Concealed Weapon
          '71': Carrying Concealed Firearm
          '72': Cash Item w/Intent to Defraud
          '73': Cause Anoth Phone Ring Repeat
          '74': Child Abuse
          '75': Compulsory Attendance Violation
          '76': Compulsory Sch Attnd Violation
          '77': Computer Pornography
          '78': Consp Traff Oxycodone  4g><14g
          '79': Consp Traff Oxycodone 28g><30k
          '80': Conspiracy Dealing Stolen Prop
          '81': Conspiracy to Deliver Cocaine
          '82': Consume Alcoholic Bev Pub
          '83': Contradict Statement
          '84': Contribute Delinquency Of A Minor
          '85': Corrupt Public Servant
          '86': Counterfeit Lic Plates/Sticker
          '87': Crim Attempt/Solic/Consp
          '88': Crim Attempt/Solicit/Consp
          '89': Crim Use Of Personal Id Info
          '90': Crim Use of Personal ID Info
          '91': Crimin Mischief Damage $1000+
          '92': Criminal Attempt 3rd Deg Felon
          '93': Criminal Mischief
          '94': Criminal Mischief Damage <$200
          '95': Criminal Mischief>$200<$1000
          '96': Crlty Twrd Child Urge Oth Act
          '97': Cruelty Toward Child
          '98': Cruelty to Animals
          '99': Culpable Negligence
          '100': D.U.I. Serious Bodily Injury
          '101': DOC/Cause Public Danger
          '102': DUI - Enhanced
          '103': DUI - Property Damage/Personal Injury
          '104': DUI Blood Alcohol Above 0.20
          '105': DUI Level 0.15 Or Minor In Veh
          '106': DUI Property Damage/Injury
          '107': DUI- Enhanced
          '108': DUI/Property Damage/Persnl Inj
          '109': DWI w/Inj Susp Lic / Habit Off
          '110': DWLS Canceled Disqul 1st Off
          '111': DWLS Susp/Cancel Revoked
          '112': Dealing In Stolen Property
          '113': Dealing in Stolen Property
          '114': Defrauding Innkeeper
          '115': Defrauding Innkeeper $300/More
          '116': Del 3,4 Methylenedioxymethcath
          '117': Del Cannabis At/Near Park
          '118': Del Cannabis For Consideration
          '119': Del Morphine at/near Park
          '120': Del of JWH-250 2-Methox 1-Pentyl
          '121': Deliver 3,4 Methylenediox
          '122': Deliver Alprazolam
          '123': Deliver Cannabis
          '124': Deliver Cannabis 1000FTSch
          '125': Deliver Cocaine
          '126': Deliver Cocaine 1000FT Church
          '127': Deliver Cocaine 1000FT Park
          '128': Deliver Cocaine 1000FT School
          '129': Deliver Cocaine 1000FT Store
          '130': Delivery Of Drug Paraphernalia
          '131': Delivery of 5-Fluoro PB-22
          '132': Delivery of Heroin
          '133': Depriv LEO of Protect/Communic
          '134': Discharge Firearm From Vehicle
          '135': Disorderly Conduct
          '136': Disorderly Intoxication
          '137': Disrupting School Function
          '138': Drivg While Lic Suspd/Revk/Can
          '139': Driving License Suspended
          '140': Driving Under The Influence
          '141': Driving While License Revoked
          '142': Escape
          '143': Exhibition Weapon School Prop
          '144': Expired DL More Than 6 Months
          '145': Exploit Elderly Person 20-100K
          '146': Exposes Culpable Negligence
          '147': Extradition/Defendants
          '148': Fabricating Physical Evidence
          '149': Fail Obey Driv Lic Restrictions
          '150': Fail Register Career Offender
          '151': Fail Register Vehicle
          '152': Fail Sex Offend Report Bylaw
          '153': Fail To Obey Police Officer
          '154': Fail To Redeliv Hire/Leas Prop
          '155': Fail To Redeliver Hire Prop
          '156': Fail To Secure Load
          '157': Failure To Pay Taxi Cab Charge
          '158': Failure To Return Hired Vehicle
          '159': False 911 Call
          '160': False Bomb Report
          '161': False Imprisonment
          '162': False Info LEO During Invest
          '163': False Motor Veh Insurance Card
          '164': False Name By Person Arrest
          '165': False Ownership Info/Pawn Item
          '166': Falsely Impersonating Officer
          '167': Fel Drive License Perm Revoke
          '168': Felon in Pos of Firearm or Amm
          '169': Felony Batt(Great Bodily Harm)
          '170': Felony Battery
          '171': Felony Battery (Dom Strang)
          '172': Felony Battery w/Prior Convict
          '173': Felony Committing Prostitution
          '174': Felony DUI (level 3)
          '175': Felony DUI - Enhanced
          '176': Felony Driving While Lic Suspd
          '177': Felony Petit Theft
          '178': Felony/Driving Under Influence
          '179': Fighting/Baiting Animals
          '180': Flee/Elude LEO-Agg Flee Unsafe
          '181': Fleeing Or Attmp Eluding A Leo
          '182': Fleeing or Eluding a LEO
          '183': Forging Bank Bills/Promis Note
          '184': Fraud Obtain Food or Lodging
          '185': Fraudulent Use of Credit Card
          '186': Gambling/Gamb Paraphernalia
          '187': Giving False Crime Report
          '188': Grand Theft (Motor Vehicle)
          '189': Grand Theft (motor Vehicle)
          '190': Grand Theft Dwell Property
          '191': Grand Theft Firearm
          '192': Grand Theft In The 3Rd Degree
          '193': Grand Theft in the 1st Degree
          '194': Grand Theft in the 3rd Degree
          '195': Grand Theft of a Fire Extinquisher
          '196': Grand Theft of the 2nd Degree
          '197': Grand Theft on 65 Yr or Older
          '198': Harass Witness/Victm/Informnt
          '199': Harm Public Servant Or Family
          '200': Hiring with Intent to Defraud
          '201': Imperson Public Officer or Emplyee
          '202': Insurance Fraud
          '203': Interfere W/Traf Cont Dev RR
          '204': Interference with Custody
          '205': Intoxicated/Safety Of Another
          '206': Introduce Contraband Into Jail
          '207': Issuing a Worthless Draft
          '208': Kidnapping / Domestic Violence
          '209': Lease For Purpose Trafficking
          '210': Leave Acc/Attend Veh/More $50
          '211': Leave Accd/Attend Veh/Less $50
          '212': Leaving Acc/Unattended Veh
          '213': Leaving the Scene of Accident
          '214': Lewd Act Presence Child 16-
          '215': Lewd or Lascivious Molestation
          '216': Lewd/Lasc Battery Pers 12+/<16
          '217': Lewd/Lasc Exhib Presence <16yr
          '218': Lewd/Lasciv Molest Elder Persn
          '219': Lewdness Violation
          '220': License Suspended Revoked
          '221': Littering
          '222': Live on Earnings of Prostitute
          '223': Lve/Scen/Acc/Veh/Prop/Damage
          '224': Manage Busn W/O City Occup Lic
          '225': Manslaughter W/Weapon/Firearm
          '226': Manufacture Cannabis
          '227': Misuse Of 911 Or E911 System
          '228': Money Launder 100K or More Dols
          '229': Murder In 2nd Degree W/firearm
          '230': Murder in 2nd Degree
          '231': Murder in the First Degree
          '232': Neglect Child / Bodily Harm
          '233': Neglect Child / No Bodily Harm
          '234': Neglect/Abuse Elderly Person
          '235': Obstruct Fire Equipment
          '236': Obstruct Officer W/Violence
          '237': Obtain Control Substance By Fraud
          '238': Offer Agree Secure For Lewd Act
          '239': Offer Agree Secure/Lewd Act
          '240': Offn Against Intellectual Prop
          '241': Open Carrying Of Weapon
          '242': Oper Motorcycle W/O Valid DL
          '243': Operating W/O Valid License
          '244': Opert With Susp DL 2ND Offense
          '245': Opert With Susp DL 2nd Offens
          '246': PL/Unlaw Use Credit Card
          '247': Petit Theft
          '248': Petit Theft $100- $300
          '249': Pos Cannabis For Consideration
          '250': Pos Cannabis W/Intent Sel/Del
          '251': Pos Methylenedioxymethcath W/I/D/S
          '252': Poss 3,4 MDMA (Ecstasy)
          '253': Poss Alprazolam W/int Sell/Del
          '254': Poss Anti-Shoplifting Device
          '255': Poss Cntrft Contr Sub w/Intent
          '256': Poss Cocaine/Intent To Del/Sel
          '257': Poss Contr Subst W/o Prescript
          '258': Poss Counterfeit Payment Inst
          '259': Poss Drugs W/O A Prescription
          '260': Poss F/Arm Delinq
          '261': Poss Firearm W/Altered ID#
          '262': Poss Meth/Diox/Meth/Amp (MDMA)
          '263': Poss Of 1,4-Butanediol
          '264': Poss Of Controlled Substance
          '265': Poss Of RX Without RX
          '266': Poss Oxycodone W/Int/Sell/Del
          '267': Poss Pyrrolidinobutiophenone
          '268': Poss Pyrrolidinovalerophenone
          '269': Poss Pyrrolidinovalerophenone W/I/D/S
          '270': Poss Similitude of Drivers Lic
          '271': Poss Tetrahydrocannabinols
          '272': Poss Trifluoromethylphenylpipe
          '273': Poss Unlaw Issue Driver Licenc
          '274': Poss Unlaw Issue Id
          '275': Poss Wep Conv Felon
          '276': Poss of Cocaine W/I/D/S 1000FT Park
          '277': Poss of Firearm by Convic Felo
          '278': Poss of Methylethcathinone
          '279': Poss of Vessel w/Altered ID NO
          '280': Poss/Sell/Del Cocaine 1000FT Sch
          '281': Poss/Sell/Del/Man Amobarbital
          '282': Poss/Sell/Deliver Clonazepam
          '283': Poss/pur/sell/deliver Cocaine
          '284': Poss3,4 Methylenedioxymethcath
          '285': Posses/Disply Susp/Revk/Frd DL
          '286': Possess Cannabis 1000FTSch
          '287': Possess Cannabis/20 Grams Or Less
          '288': Possess Controlled Substance
          '289': Possess Countrfeit Credit Card
          '290': Possess Drug Paraphernalia
          '291': 'Possess Mot Veh W/Alt Vin #'
          '292': Possess Tobacco Product Under 18
          '293': Possess Weapon On School Prop
          '294': Possess w/I/Utter Forged Bills
          '295': Possess/Use Weapon 1 Deg Felon
          '296': Possession Burglary Tools
          '297': Possession Child Pornography
          '298': Possession Firearm School Prop
          '299': Possession Of 3,4Methylenediox
          '300': Possession Of Alprazolam
          '301': Possession Of Amphetamine
          '302': Possession Of Anabolic Steroid
          '303': Possession Of Buprenorphine
          '304': Possession Of Carisoprodol
          '305': Possession Of Clonazepam
          '306': Possession Of Cocaine
          '307': Possession Of Diazepam
          '308': Possession Of Fentanyl
          '309': Possession Of Heroin
          '310': Possession Of Lorazepam
          '311': Possession Of Methamphetamine
          '312': Possession Of Paraphernalia
          '313': Possession Of Phentermine
          '314': Possession of Alcohol Under 21
          '315': Possession of Benzylpiperazine
          '316': Possession of Butylone
          '317': Possession of Cannabis
          '318': Possession of Cocaine
          '319': Possession of Codeine
          '320': Possession of Ethylone
          '321': Possession of Hydrocodone
          '322': Possession of Hydromorphone
          '323': Possession of LSD
          '324': Possession of Methadone
          '325': Possession of Morphine
          '326': Possession of Oxycodone
          '327': Possession of XLR11
          '328': Present Proof of Invalid Insur
          '329': Principal In The First Degree
          '330': Prostitution
          '331': Prostitution/Lewd Act Assignation
          '332': Prostitution/Lewdness/Assign
          '333': Prowling/Loitering
          '334': Purchase Cannabis
          '335': Purchase Of Cocaine
          '336': Purchase/P/W/Int Cannabis
          '337': Purchasing Of Alprazolam
          '338': Reckless Driving
          '339': Refuse Submit Blood/Breath Test
          '340': Refuse to Supply DNA Sample
          '341': Resist Officer w/Violence
          '342': Resist/Obstruct W/O Violence
          '343': Restraining Order Dating Viol
          '344': Retail Theft $300 1st Offense
          '345': Retail Theft $300 2nd Offense
          '346': Ride Tri-Rail Without Paying
          '347': Robbery / No Weapon
          '348': Robbery / Weapon
          '349': Robbery Sudd Snatch No Weapon
          '350': Robbery W/Deadly Weapon
          '351': Robbery W/Firearm
          '352': Sale/Del Cannabis At/Near Scho
          '353': Sale/Del Counterfeit Cont Subs
          '354': Sel Etc/Pos/w/Int Contrft Schd
          '355': Sel/Pur/Mfr/Del Control Substa
          '356': Sell Cannabis
          '357': Sell Conterfeit Cont Substance
          '358': Sell or Offer for Sale Counterfeit Goods
          '359': Sell/Man/Del Pos/w/int Heroin
          '360': Sex Batt Faml/Cust Vict 12-17Y
          '361': Sex Battery Deft 18+/Vict 11-
          '362': Sex Offender Fail Comply W/Law
          '363': Sexual Battery / Vict 12 Yrs +
          '364': Sexual Performance by a Child
          '365': Shoot In Occupied Dwell
          '366': Shoot Into Vehicle
          '367': Simulation of Legal Process
          '368': Solic to Commit Battery
          '369': Solicit Deliver Cocaine
          '370': Solicit Purchase Cocaine
          '371': Solicit To Deliver Cocaine
          '372': Solicitation On Felony 3 Deg
          '373': Soliciting For Prostitution
          '374': Sound Articles Over 100
          '375': Stalking
          '376': Stalking (Aggravated)
          '377': Strong Armed  Robbery
          '378': Structuring Transactions
          '379': Susp Drivers Lic 1st Offense
          '380': Tamper With Victim
          '381': Tamper With Witness
          '382': Tamper With Witness/Victim/CI
          '383': Tampering With Physical Evidence
          '384': Tampering with a Victim
          '385': Theft
          '386': Theft/To Deprive
          '387': Threat Public Servant
          '388': Throw Deadly Missile Into Veh
          '389': Throw In Occupied Dwell
          '390': Throw Missile Into Pub/Priv Dw
          '391': Traff In Cocaine <400g>150 Kil
          '392': Traffic Counterfeit Cred Cards
          '393': Traffick Amphetamine 28g><200g
          '394': Traffick Hydrocodone   4g><14g
          '395': Traffick Oxycodone     4g><14g
          '396': Trans/Harm/Material to a Minor
          '397': Trespass On School Grounds
          '398': Trespass Other Struct/Conve
          '399': Trespass Private Property
          '400': Trespass Property w/Dang Weap
          '401': Trespass Struct/Convey Occupy
          '402': Trespass Struct/Conveyance
          '403': Trespass Structure w/Dang Weap
          '404': Trespass Structure/Conveyance
          '405': Trespassing/Construction Site
          '406': Tresspass Struct/Conveyance
          '407': Tresspass in Structure or Conveyance
          '408': Unauth C/P/S Sounds>1000/Audio
          '409': Unauth Poss ID Card or DL
          '410': Unauthorized Interf w/Railroad
          '411': Unemployment Compensatn Fraud
          '412': Unl/Disturb Education/Instui
          '413': Unlaw Lic Use/Disply Of Others
          '414': Unlaw LicTag/Sticker Attach
          '415': Unlaw Use False Name/Identity
          '416': Unlawful Conveyance of Fuel
          '417': Unlawful Use Of Police Badges
          '418': Unlicensed Telemarketing
          '419': Use Computer for Child Exploit
          '420': Use Of 2 Way Device To Fac Fel
          '421': Use Scanning Device to Defraud
          '422': Use of Anti-Shoplifting Device
          '423': Uttering Forged Bills
          '424': Uttering Forged Credit Card
          '425': Uttering Worthless Check +$150
          '426': Uttering a Forged Instrument
          '427': Video Voyeur-<24Y on Child >16
          '428': Viol Injunct Domestic Violence
          '429': Viol Injunction Protect Dom Vi
          '430': Viol Pretrial Release Dom Viol
          '431': Viol Prot Injunc Repeat Viol
          '432': Violation License Restrictions
          '433': Violation Of Boater Safety Id
          '434': Violation of Injunction Order/Stalking/Cyberstalking
          '435': Voyeurism
          '436': arrest case no charge
  - name: is_recid
    dtype:
      class_label:
        names:
          '0': 0
          '1': 1
  - name: r_charge_degree
    dtype:
      class_label:
        names:
          '0': (CO3)
          '1': (F1)
          '2': (F2)
          '3': (F3)
          '4': (F5)
          '5': (F6)
          '6': (F7)
          '7': (M1)
          '8': (M2)
          '9': (MO3)
  - name: violent_recid
    dtype:
      class_label:
        names: {}
  - name: is_violent_recid
    dtype:
      class_label:
        names:
          '0': 0
          '1': 1
  - name: vr_charge_degree
    dtype:
      class_label:
        names:
          '0': (F1)
          '1': (F2)
          '2': (F3)
          '3': (F5)
          '4': (F6)
          '5': (F7)
          '6': (M1)
          '7': (M2)
          '8': (MO3)
  - name: type_of_assessment
    dtype:
      class_label:
        names:
          '0': Risk of Recidivism
  - name: score_text
    dtype:
      class_label:
        names:
          '0': High
          '1': Low
          '2': Medium
  - name: v_type_of_assessment
    dtype:
      class_label:
        names:
          '0': Risk of Violence
  - name: v_score_text
    dtype:
      class_label:
        names:
          '0': High
          '1': Low
          '2': Medium
  - name: event
    dtype:
      class_label:
        names:
          '0': 0
          '1': 1
  - name: two_year_recid
    dtype:
      class_label:
        names:
          '0': 0
          '1': 1
  - name: id
    dtype: string
  - name: name
    dtype: string
  - name: first
    dtype: string
  - name: last
    dtype: string
  - name: compas_screening_date
    dtype: string
  - name: dob
    dtype: string
  - name: age
    dtype: string
  - name: juv_fel_count
    dtype: string
  - name: decile_score
    dtype: string
  - name: juv_misd_count
    dtype: string
  - name: juv_other_count
    dtype: string
  - name: priors_count
    dtype: string
  - name: days_b_screening_arrest
    dtype: string
  - name: c_jail_in
    dtype: string
  - name: c_jail_out
    dtype: string
  - name: c_case_number
    dtype: string
  - name: c_offense_date
    dtype: string
  - name: c_arrest_date
    dtype: string
  - name: c_days_from_compas
    dtype: string
  - name: r_case_number
    dtype: string
  - name: r_days_from_arrest
    dtype: string
  - name: r_offense_date
    dtype: string
  - name: r_charge_desc
    dtype: string
  - name: r_jail_in
    dtype: string
  - name: r_jail_out
    dtype: string
  - name: vr_case_number
    dtype: string
  - name: vr_offense_date
    dtype: string
  - name: vr_charge_desc
    dtype: string
  - name: decile_score.1
    dtype: string
  - name: screening_date
    dtype: string
  - name: v_decile_score
    dtype: string
  - name: v_screening_date
    dtype: string
  - name: in_custody
    dtype: string
  - name: out_custody
    dtype: string
  - name: priors_count.1
    dtype: string
  - name: start
    dtype: string
  - name: end
    dtype: string
  splits:
  - name: train
    num_bytes: 3461394
    num_examples: 7214
  download_size: 1065219
  dataset_size: 3461394
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---
