metadata
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-*