id
int64
1
11k
name
stringlengths
6
28
first
stringlengths
2
12
last
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2
19
compas_screening_date
date32
sex
class label
2 classes
dob
date32
age
int64
18
96
age_cat
class label
3 classes
race
class label
6 classes
juv_fel_count
int64
0
20
decile_score
int64
1
10
juv_misd_count
int64
0
13
juv_other_count
int64
0
17
priors_count
int64
0
38
days_b_screening_arrest
int64
-414
1.06k
c_jail_in
stringdate
2013-01-01 01:31:55
2016-03-11 10:26:16
c_jail_out
stringdate
2013-01-02 01:12:01
2016-03-12 01:11:40
c_case_number
stringlengths
13
13
c_offense_date
date32
c_arrest_date
date32
c_days_from_compas
int64
0
9.49k
c_charge_degree
class label
2 classes
c_charge_desc
class label
437 classes
is_recid
class label
2 classes
r_case_number
stringlengths
13
13
r_charge_degree
class label
10 classes
r_days_from_arrest
int64
-1
993
r_offense_date
date32
r_charge_desc
stringclasses
340 values
r_jail_in
date32
r_jail_out
date32
violent_recid
stringclasses
0 values
is_violent_recid
class label
2 classes
vr_case_number
stringclasses
819 values
vr_charge_degree
class label
9 classes
vr_offense_date
date32
vr_charge_desc
stringclasses
83 values
type_of_assessment
class label
1 class
decile_score.1
int64
1
10
score_text
class label
3 classes
screening_date
date32
v_type_of_assessment
class label
1 class
v_decile_score
int64
1
10
v_score_text
class label
3 classes
v_screening_date
date32
in_custody
date32
out_custody
date32
priors_count.1
int64
0
38
start
int64
0
937
end
int64
0
1.19k
event
class label
2 classes
two_year_recid
class label
2 classes
10,984
shantrina stfort
shantrina
stfort
2013-11-05
0Female
1995-06-06
20
2Less than 25
0African-American
0
7
0
0
0
-1
2013-11-04 11:13:31
2013-11-09 09:07:40
13020810MM10A
2013-11-04
null
1
1M
44Battery
11
13020810MM10A
8(M2)
null
2013-11-27
Criminal Mischief
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
7
2Medium
2013-11-05
0Risk of Violence
7
2Medium
2013-11-05
2013-11-04
2013-11-09
0
4
22
11
11
10,985
kyle miller
kyle
miller
2014-01-22
1Male
1986-04-08
30
025 - 45
0African-American
0
10
1
0
19
0
2014-01-22 02:45:28
2014-01-31 09:04:40
14000909CF10A
2014-01-21
null
1
0F
318Possession of Cocaine
11
14024174TC10A
8(M2)
null
2014-06-15
Operating W/O Valid License
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
10
0High
2014-01-22
0Risk of Violence
7
2Medium
2014-01-22
2014-01-22
2014-01-31
19
9
144
11
11
10,987
ceasar gomez
ceasar
gomez
2013-03-31
1Male
1990-02-07
26
025 - 45
3Hispanic
0
2
0
0
0
0
2013-03-31 02:52:44
2013-09-20 10:30:37
13004619CF10A
2013-03-31
null
0
0F
171Felony Battery (Dom Strang)
0no label
null
null
null
null
null
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
2
1Low
2013-03-31
0Risk of Violence
3
1Low
2013-03-31
2014-02-16
2014-02-27
0
173
322
0no label
0no label
10,988
luis fernandez
luis
fernandez
2013-10-27
1Male
1971-09-19
44
025 - 45
3Hispanic
0
3
0
0
0
-1
2013-10-26 08:09:42
2013-10-27 08:21:36
13014982CF10A
2013-10-26
null
1
0F
426Uttering a Forged Instrument
0no label
null
null
null
null
null
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
3
1Low
2013-10-27
0Risk of Violence
1
1Low
2013-10-27
2013-10-26
2013-10-27
0
0
887
0no label
0no label
10,989
rodney montgomery
rodney
montgomery
2013-12-28
1Male
1985-09-28
30
025 - 45
0African-American
0
4
0
0
2
-1
2013-12-27 09:29:12
2014-01-02 06:27:38
13023885MM10A
2013-12-27
null
1
1M
44Battery
0no label
null
null
null
null
null
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
4
1Low
2013-12-28
0Risk of Violence
3
1Low
2013-12-28
2013-12-27
2014-01-02
2
5
825
0no label
0no label
10,990
christopher tun
christopher
tun
2013-05-28
1Male
1992-04-28
23
2Less than 25
2Caucasian
0
10
2
1
5
52
2013-07-19 11:56:18
2013-08-01 05:43:19
11000491MM30A
null
2013-01-06
142
1M
436arrest case no charge
11
15002327MM10A
8(M2)
0
2014-11-16
Assault
2014-11-16
2015-03-06
null
11
15002327MM10A
7(M2)
2014-11-16
Assault
0Risk of Recidivism
10
0High
2013-05-28
0Risk of Violence
9
0High
2013-05-28
2013-07-19
2013-08-01
5
0
52
0no label
11
10,992
alexander vega
alexander
vega
2013-05-10
1Male
1994-07-15
21
2Less than 25
2Caucasian
0
6
0
0
0
-1
2013-05-09 04:06:12
2013-05-12 07:12:14
13006688CF10A
2013-05-09
null
1
1M
188Grand Theft (Motor Vehicle)
11
15000662MM20A
7(M1)
null
2015-02-23
Possess Cannabis/20 Grams Or Less
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
6
2Medium
2013-05-10
0Risk of Violence
7
2Medium
2013-05-10
2013-05-09
2013-05-12
0
2
654
11
11
10,994
jarred payne
jarred
payne
2014-05-10
1Male
1985-07-31
30
025 - 45
0African-American
0
2
0
0
0
-1
2014-05-09 10:01:33
2014-05-10 08:28:12
14006477CF10A
2014-05-09
null
1
1M
287Possess Cannabis/20 Grams Or Less
11
15013710CF10A
3(F3)
1
2015-10-21
Possession of Cannabis
2015-10-22
2015-10-22
null
0no label
null
null
null
null
0Risk of Recidivism
2
1Low
2014-05-10
0Risk of Violence
2
1Low
2014-05-10
2015-10-22
2015-10-22
0
0
529
11
11
10,995
raheem smith
raheem
smith
2013-10-20
1Male
1995-06-28
20
2Less than 25
0African-American
0
9
0
0
0
-1
2013-10-19 11:17:15
2013-10-20 08:13:06
13014650CF10A
2013-10-19
null
1
0F
318Possession of Cocaine
0no label
null
null
null
null
null
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
9
0High
2013-10-20
0Risk of Violence
9
0High
2013-10-20
2014-04-07
2014-04-27
0
0
169
0no label
0no label
10,996
steven butler
steven
butler
2013-11-23
1Male
1992-07-17
23
2Less than 25
0African-American
0
7
0
0
0
-1
2013-11-22 05:18:27
2013-11-24 02:59:20
13016249CF10A
2013-11-22
null
1
0F
123Deliver Cannabis
0no label
null
null
null
null
null
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
7
2Medium
2013-11-23
0Risk of Violence
5
2Medium
2013-11-23
2013-11-22
2013-11-24
0
1
860
0no label
0no label
10,997
malcolm simmons
malcolm
simmons
2014-02-01
1Male
1993-03-25
23
2Less than 25
0African-American
0
3
0
0
0
-1
2014-01-31 07:13:54
2014-02-02 04:03:52
14001422CF10A
2014-01-31
null
1
0F
213Leaving the Scene of Accident
0no label
null
null
null
null
null
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
3
1Low
2014-02-01
0Risk of Violence
5
2Medium
2014-02-01
2014-01-31
2014-02-02
0
1
790
0no label
0no label
10,999
winston gregory
winston
gregory
2014-01-14
1Male
1958-10-01
57
1Greater than 45
5Other
0
1
0
0
0
-1
2014-01-13 05:48:01
2014-01-14 07:49:46
14000581CF10A
2014-01-13
null
1
0F
21Aggravated Battery / Pregnant
0no label
null
null
null
null
null
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
1
1Low
2014-01-14
0Risk of Violence
1
1Low
2014-01-14
2014-01-13
2014-01-14
0
0
808
0no label
0no label
11,000
farrah jean
farrah
jean
2014-03-09
0Female
1982-11-17
33
025 - 45
0African-American
0
2
0
0
3
-1
2014-03-08 08:06:02
2014-03-09 12:18:04
14003308CF10A
2014-03-08
null
1
1M
50Battery on Law Enforc Officer
0no label
null
null
null
null
null
null
null
null
0no label
null
null
null
null
0Risk of Recidivism
2
1Low
2014-03-09
0Risk of Violence
2
1Low
2014-03-09
2014-03-08
2014-03-09
3
0
754
0no label
0no label
11,001
florencia sanmartin
florencia
sanmartin
2014-06-30
0Female
1992-12-18
23
2Less than 25
3Hispanic
0
4
0
0
2
-2
2014-06-28 12:16:41
2014-06-30 11:19:23
14008895CF10A
2014-06-28
null
2
0F
320Possession of Ethylone
11
15008160TC10A
8(M2)
0
2015-03-15
Operating W/O Valid License
2015-03-15
2015-03-15
null
0no label
null
null
null
null
0Risk of Recidivism
4
1Low
2014-06-30
0Risk of Violence
4
1Low
2014-06-30
2015-03-15
2015-03-15
2
0
258
0no label
11