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stringlengths
10
10
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int64
18
96
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stringclasses
3 values
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stringclasses
6 values
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int64
0
20
decile_score
int64
-1
10
juv_misd_count
int64
0
13
juv_other_count
int64
0
17
priors_count
int64
0
43
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float64
-597
1.06k
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stringlengths
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16
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stringlengths
15
16
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float64
0
9.49k
c_charge_degree
stringclasses
14 values
c_charge_desc
stringclasses
513 values
is_recid
int64
-1
1
r_charge_degree
stringclasses
10 values
r_days_from_arrest
float64
-1
993
r_offense_date
stringlengths
10
10
r_charge_desc
stringclasses
341 values
r_jail_in
stringclasses
972 values
violent_recid
float64
is_violent_recid
int64
0
1
vr_charge_degree
stringclasses
9 values
vr_offense_date
stringclasses
570 values
vr_charge_desc
stringclasses
83 values
type_of_assessment
stringclasses
1 value
decile_score.1
int64
-1
10
score_text
stringclasses
3 values
screening_date
stringclasses
703 values
v_type_of_assessment
stringclasses
1 value
v_decile_score
int64
-1
10
v_score_text
stringclasses
3 values
priors_count.1
int64
0
43
event
int64
0
1
1
miguel hernandez
miguel
hernandez
Male
18/04/1947
69
Greater than 45
Other
0
1
0
0
0
-1
13/08/2013 6:03
14/08/2013 5:41
1
(F3)
Aggravated Assault w/Firearm
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
14/08/2013
Risk of Violence
1
Low
0
0
2
miguel hernandez
miguel
hernandez
Male
18/04/1947
69
Greater than 45
Other
0
1
0
0
0
-1
13/08/2013 6:03
14/08/2013 5:41
1
(F3)
Aggravated Assault w/Firearm
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
14/08/2013
Risk of Violence
1
Low
0
0
3
michael ryan
michael
ryan
Male
06/02/1985
31
25 - 45
Caucasian
0
5
0
0
0
null
null
null
null
null
null
-1
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
5
Medium
31/12/2014
Risk of Violence
2
Low
0
0
4
kevon dixon
kevon
dixon
Male
22/01/1982
34
25 - 45
African-American
0
3
0
0
0
-1
26/01/2013 3:45
05/02/2013 5:36
1
(F3)
Felony Battery w/Prior Convict
1
(F3)
null
05/07/2013
Felony Battery (Dom Strang)
null
null
1
(F3)
05/07/2013
Felony Battery (Dom Strang)
Risk of Recidivism
3
Low
27/01/2013
Risk of Violence
1
Low
0
1
5
ed philo
ed
philo
Male
14/05/1991
24
Less than 25
African-American
0
4
0
1
4
-1
13/04/2013 4:58
14/04/2013 7:02
1
(F3)
Possession of Cocaine
1
(M1)
0
16/06/2013
Driving Under The Influence
16/06/2013
null
0
null
null
null
Risk of Recidivism
4
Low
14/04/2013
Risk of Violence
3
Low
4
0
6
ed philo
ed
philo
Male
14/05/1991
24
Less than 25
African-American
0
4
0
1
4
-1
13/04/2013 4:58
14/04/2013 7:02
1
(F3)
Possession of Cocaine
1
(M1)
0
16/06/2013
Driving Under The Influence
16/06/2013
null
0
null
null
null
Risk of Recidivism
4
Low
14/04/2013
Risk of Violence
3
Low
4
0
7
ed philo
ed
philo
Male
14/05/1991
24
Less than 25
African-American
0
4
0
1
4
-1
13/04/2013 4:58
14/04/2013 7:02
1
(F3)
Possession of Cocaine
1
(M1)
0
16/06/2013
Driving Under The Influence
16/06/2013
null
0
null
null
null
Risk of Recidivism
4
Low
14/04/2013
Risk of Violence
3
Low
4
0
8
ed philo
ed
philo
Male
14/05/1991
24
Less than 25
African-American
0
4
0
1
4
-1
13/04/2013 4:58
14/04/2013 7:02
1
(F3)
Possession of Cocaine
1
(M1)
0
16/06/2013
Driving Under The Influence
16/06/2013
null
0
null
null
null
Risk of Recidivism
4
Low
14/04/2013
Risk of Violence
3
Low
4
0
9
ed philo
ed
philo
Male
14/05/1991
24
Less than 25
African-American
0
4
0
1
4
-1
13/04/2013 4:58
14/04/2013 7:02
1
(F3)
Possession of Cocaine
1
(M1)
0
16/06/2013
Driving Under The Influence
16/06/2013
null
0
null
null
null
Risk of Recidivism
4
Low
14/04/2013
Risk of Violence
3
Low
4
0
10
marcu brown
marcu
brown
Male
21/01/1993
23
Less than 25
African-American
0
8
1
0
1
null
null
null
1
(F3)
Possession of Cannabis
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
8
High
13/01/2013
Risk of Violence
6
Medium
1
0
11
bouthy pierrelouis
bouthy
pierrelouis
Male
22/01/1973
43
25 - 45
Other
0
1
0
0
2
null
null
null
76
(F7)
arrest case no charge
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
26/03/2013
Risk of Violence
1
Low
2
0
12
marsha miles
marsha
miles
Male
22/08/1971
44
25 - 45
Other
0
1
0
0
0
0
30/11/2013 4:50
01/12/2013 12:28
0
(M1)
Battery
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
30/11/2013
Risk of Violence
1
Low
0
0
13
edward riddle
edward
riddle
Male
23/07/1974
41
25 - 45
Caucasian
0
6
0
0
14
-1
18/02/2014 5:08
24/02/2014 12:18
1
(F3)
Possession Burglary Tools
1
(F2)
0
31/03/2014
Poss of Firearm by Convic Felo
31/03/2014
null
0
null
null
null
Risk of Recidivism
6
Medium
19/02/2014
Risk of Violence
2
Low
14
0
14
edward riddle
edward
riddle
Male
23/07/1974
41
25 - 45
Caucasian
0
6
0
0
14
-1
18/02/2014 5:08
24/02/2014 12:18
1
(F3)
Possession Burglary Tools
1
(F2)
0
31/03/2014
Poss of Firearm by Convic Felo
31/03/2014
null
0
null
null
null
Risk of Recidivism
6
Medium
19/02/2014
Risk of Violence
2
Low
14
0
15
steven stewart
steven
stewart
Male
25/02/1973
43
25 - 45
Other
0
4
0
0
3
-1
29/08/2013 8:55
30/08/2013 8:42
1
(F3)
arrest case no charge
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
4
Low
30/08/2013
Risk of Violence
3
Low
3
0
16
steven stewart
steven
stewart
Male
25/02/1973
43
25 - 45
Other
0
4
0
0
3
-1
29/08/2013 8:55
30/08/2013 8:42
1
(F3)
arrest case no charge
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
4
Low
30/08/2013
Risk of Violence
3
Low
3
0
17
steven stewart
steven
stewart
Male
25/02/1973
43
25 - 45
Other
0
4
0
0
3
-1
29/08/2013 8:55
30/08/2013 8:42
1
(F3)
arrest case no charge
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
4
Low
30/08/2013
Risk of Violence
3
Low
3
0
18
elizabeth thieme
elizabeth
thieme
Female
03/06/1976
39
25 - 45
Caucasian
0
1
0
0
0
-1
15/03/2014 5:35
18/03/2014 4:28
1
(M1)
Battery
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
16/03/2014
Risk of Violence
1
Low
0
0
19
darrell blackburn
darrell
blackburn
Male
16/11/1995
20
Less than 25
Caucasian
0
10
0
1
0
-1
08/12/2013 8:17
10/01/2014 12:16
1
(F3)
Possession Of Alprazolam
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
10
High
09/12/2013
Risk of Violence
9
High
0
0
20
darrell blackburn
darrell
blackburn
Male
16/11/1995
20
Less than 25
Caucasian
0
10
0
1
0
-1
08/12/2013 8:17
10/01/2014 12:16
1
(F3)
Possession Of Alprazolam
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
10
High
09/12/2013
Risk of Violence
9
High
0
0
21
darrell blackburn
darrell
blackburn
Male
16/11/1995
20
Less than 25
Caucasian
0
10
0
1
0
-1
08/12/2013 8:17
10/01/2014 12:16
1
(F3)
Possession Of Alprazolam
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
10
High
09/12/2013
Risk of Violence
9
High
0
0
22
jamie good
jamie
good
Female
23/04/1989
26
25 - 45
Caucasian
0
5
0
0
0
-1
04/09/2014 2:37
05/09/2014 8:41
1
(F3)
Possession Of Alprazolam
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
5
Medium
05/09/2014
Risk of Violence
3
Low
0
0
23
jamie good
jamie
good
Female
23/04/1989
26
25 - 45
Caucasian
0
5
0
0
0
-1
04/09/2014 2:37
05/09/2014 8:41
1
(F3)
Possession Of Alprazolam
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
5
Medium
05/09/2014
Risk of Violence
3
Low
0
0
24
jamie good
jamie
good
Female
23/04/1989
26
25 - 45
Caucasian
0
5
0
0
0
-1
04/09/2014 2:37
05/09/2014 8:41
1
(F3)
Possession Of Alprazolam
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
5
Medium
05/09/2014
Risk of Violence
3
Low
0
0
25
bo bradac
bo
bradac
Male
10/06/1994
21
Less than 25
Caucasian
0
3
0
0
1
428
06/01/2015 3:55
07/01/2015 3:38
308
(F2)
Insurance Fraud
1
(M1)
0
06/01/2015
Battery
06/01/2015
null
1
(F2)
06/01/2015
Aggrav Battery w/Deadly Weapon
Risk of Recidivism
3
Low
04/11/2013
Risk of Violence
5
Medium
1
1
26
benjamin franc
benjamin
franc
Male
01/06/1988
27
25 - 45
Caucasian
0
4
0
0
0
-1
25/11/2013 6:31
26/11/2013 8:26
1
(F3)
Poss 3,4 MDMA (Ecstasy)
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
4
Low
26/11/2013
Risk of Violence
4
Low
0
0
27
ellyaher lanza
ellyaher
lanza
Male
18/08/1992
23
Less than 25
African-American
0
6
0
0
3
0
03/10/2013 4:07
07/10/2013 8:17
0
(M1)
Battery
1
(M2)
null
08/02/2014
Driving License Suspended
null
null
0
null
null
null
Risk of Recidivism
6
Medium
03/10/2013
Risk of Violence
4
Low
3
0
28
kortney coleman
kortney
coleman
Female
22/08/1978
37
25 - 45
Caucasian
0
1
0
0
0
0
01/01/2013 3:28
02/01/2013 1:12
0
(M1)
Battery
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
01/01/2013
Risk of Violence
1
Low
0
0
29
kyle lewis
kyle
lewis
Male
18/04/1994
22
Less than 25
Caucasian
0
3
0
0
0
0
31/07/2014 2:05
31/07/2014 8:33
0
(M1)
Battery
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
31/07/2014
Risk of Violence
5
Medium
0
0
30
jarrod turbe
jarrod
turbe
Male
02/12/1974
41
25 - 45
African-American
0
4
0
0
0
-1
08/10/2013 11:53
09/10/2013 2:16
1
(F3)
Poss3,4 Methylenedioxymethcath
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
4
Low
09/10/2013
Risk of Violence
2
Low
0
0
31
craig gilbert
craig
gilbert
Female
14/06/1968
47
Greater than 45
Caucasian
0
1
0
0
1
-20
10/10/2013 5:12
24/10/2013 11:30
490
(F3)
arrest case no charge
1
(F3)
0
03/06/2014
Grand Theft (Motor Vehicle)
03/06/2014
null
0
null
null
null
Risk of Recidivism
1
Low
30/10/2013
Risk of Violence
1
Low
1
0
32
craig gilbert
craig
gilbert
Female
14/06/1968
47
Greater than 45
Caucasian
0
1
0
0
1
-20
10/10/2013 5:12
24/10/2013 11:30
490
(F3)
arrest case no charge
1
(F3)
0
03/06/2014
Grand Theft (Motor Vehicle)
03/06/2014
null
0
null
null
null
Risk of Recidivism
1
Low
30/10/2013
Risk of Violence
1
Low
1
0
33
samuel seraphin
samuel
seraphin
Male
25/03/1985
31
25 - 45
African-American
0
3
0
0
7
22
25/06/2014 2:15
28/06/2014 5:02
71
(F3)
Felony Driving While Lic Suspd
1
(M1)
0
25/06/2014
Criminal Mischief>$200<$1000
25/06/2014
null
0
null
null
null
Risk of Recidivism
3
Low
03/06/2014
Risk of Violence
2
Low
7
0
34
samuel seraphin
samuel
seraphin
Male
25/03/1985
31
25 - 45
African-American
0
3
0
0
7
22
25/06/2014 2:15
28/06/2014 5:02
71
(F3)
Felony Driving While Lic Suspd
1
(M1)
0
25/06/2014
Criminal Mischief>$200<$1000
25/06/2014
null
0
null
null
null
Risk of Recidivism
3
Low
03/06/2014
Risk of Violence
2
Low
7
0
35
mario hernandez
mario
hernandez
Male
25/01/1979
37
25 - 45
Hispanic
0
1
0
0
0
0
24/03/2014 3:20
24/03/2014 9:09
0
(M1)
Battery
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
24/03/2014
Risk of Violence
1
Low
0
0
36
darrious davis
darrious
davis
Male
22/06/1990
25
25 - 45
African-American
0
10
0
0
3
-1
21/12/2013 5:42
22/12/2013 9:11
1
(F3)
Grand Theft in the 3rd Degree
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
10
High
22/12/2013
Risk of Violence
9
High
3
0
37
darrious davis
darrious
davis
Male
22/06/1990
25
25 - 45
African-American
0
10
0
0
3
-1
21/12/2013 5:42
22/12/2013 9:11
1
(F3)
Grand Theft in the 3rd Degree
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
10
High
22/12/2013
Risk of Violence
9
High
3
0
38
neil heckart
neil
heckart
Male
24/12/1984
31
25 - 45
Caucasian
0
5
0
0
6
-1
16/11/2013 7:12
17/11/2013 8:28
1
(F3)
Driving While License Revoked
1
(F3)
null
16/07/2014
Grand Theft in the 3rd Degree
null
null
1
(F1)
16/07/2014
Kidnapping (Facilitate Felony)
Risk of Recidivism
5
Medium
17/11/2013
Risk of Violence
4
Low
6
1
39
michael lux
michael
lux
Male
08/01/1985
31
25 - 45
Caucasian
0
3
0
0
5
-1
14/11/2014 1:37
15/11/2014 4:57
1
(F3)
Possession Of Heroin
1
(F3)
1
27/04/2015
Possession of Cocaine
28/04/2015
null
0
null
null
null
Risk of Recidivism
3
Low
15/11/2014
Risk of Violence
2
Low
5
0
40
michael lux
michael
lux
Male
08/01/1985
31
25 - 45
Caucasian
0
3
0
0
5
-1
14/11/2014 1:37
15/11/2014 4:57
1
(F3)
Possession Of Heroin
1
(F3)
1
27/04/2015
Possession of Cocaine
28/04/2015
null
0
null
null
null
Risk of Recidivism
3
Low
15/11/2014
Risk of Violence
2
Low
5
0
41
michael lux
michael
lux
Male
08/01/1985
31
25 - 45
Caucasian
0
3
0
0
5
-1
14/11/2014 1:37
15/11/2014 4:57
1
(F3)
Possession Of Heroin
1
(F3)
1
27/04/2015
Possession of Cocaine
28/04/2015
null
0
null
null
null
Risk of Recidivism
3
Low
15/11/2014
Risk of Violence
2
Low
5
0
42
columbus wilson
columbus
wilson
Male
28/06/1951
64
Greater than 45
African-American
0
6
0
0
13
-1
01/05/2014 6:49
02/05/2014 9:28
1
(F3)
arrest case no charge
1
(F2)
0
03/05/2014
Poss Cocaine/Intent To Del/Sel
03/05/2014
null
0
null
null
null
Risk of Recidivism
6
Medium
02/05/2014
Risk of Violence
3
Low
13
0
43
columbus wilson
columbus
wilson
Male
28/06/1951
64
Greater than 45
African-American
0
6
0
0
13
-1
01/05/2014 6:49
02/05/2014 9:28
1
(F3)
arrest case no charge
1
(F2)
0
03/05/2014
Poss Cocaine/Intent To Del/Sel
03/05/2014
null
0
null
null
null
Risk of Recidivism
6
Medium
02/05/2014
Risk of Violence
3
Low
13
0
44
columbus wilson
columbus
wilson
Male
28/06/1951
64
Greater than 45
African-American
0
6
0
0
13
-1
01/05/2014 6:49
02/05/2014 9:28
1
(F3)
arrest case no charge
1
(F2)
0
03/05/2014
Poss Cocaine/Intent To Del/Sel
03/05/2014
null
0
null
null
null
Risk of Recidivism
6
Medium
02/05/2014
Risk of Violence
3
Low
13
0
45
vandivuiet williams
vandivuiet
williams
Male
29/11/1994
21
Less than 25
African-American
0
9
0
0
1
-1
17/04/2013 1:40
20/04/2013 4:19
1
(F3)
Battery on Law Enforc Officer
1
(M2)
0
18/05/2013
Prowling/Loitering
18/05/2013
null
0
null
null
null
Risk of Recidivism
9
High
18/04/2013
Risk of Violence
9
High
1
0
46
vandivuiet williams
vandivuiet
williams
Male
29/11/1994
21
Less than 25
African-American
0
9
0
0
1
-1
17/04/2013 1:40
20/04/2013 4:19
1
(F3)
Battery on Law Enforc Officer
1
(M2)
0
18/05/2013
Prowling/Loitering
18/05/2013
null
0
null
null
null
Risk of Recidivism
9
High
18/04/2013
Risk of Violence
9
High
1
0
47
vandivuiet williams
vandivuiet
williams
Male
29/11/1994
21
Less than 25
African-American
0
9
0
0
1
-1
17/04/2013 1:40
20/04/2013 4:19
1
(F3)
Battery on Law Enforc Officer
1
(M2)
0
18/05/2013
Prowling/Loitering
18/05/2013
null
0
null
null
null
Risk of Recidivism
9
High
18/04/2013
Risk of Violence
9
High
1
0
48
vandivuiet williams
vandivuiet
williams
Male
29/11/1994
21
Less than 25
African-American
0
9
0
0
1
-1
17/04/2013 1:40
20/04/2013 4:19
1
(F3)
Battery on Law Enforc Officer
1
(M2)
0
18/05/2013
Prowling/Loitering
18/05/2013
null
0
null
null
null
Risk of Recidivism
9
High
18/04/2013
Risk of Violence
9
High
1
0
49
vandivuiet williams
vandivuiet
williams
Male
29/11/1994
21
Less than 25
African-American
0
9
0
0
1
-1
17/04/2013 1:40
20/04/2013 4:19
1
(F3)
Battery on Law Enforc Officer
1
(M2)
0
18/05/2013
Prowling/Loitering
18/05/2013
null
0
null
null
null
Risk of Recidivism
9
High
18/04/2013
Risk of Violence
9
High
1
0
50
vandivuiet williams
vandivuiet
williams
Male
29/11/1994
21
Less than 25
African-American
0
9
0
0
1
-1
17/04/2013 1:40
20/04/2013 4:19
1
(F3)
Battery on Law Enforc Officer
1
(M2)
0
18/05/2013
Prowling/Loitering
18/05/2013
null
0
null
null
null
Risk of Recidivism
9
High
18/04/2013
Risk of Violence
9
High
1
0
51
nelson avalo
nelson
avalo
Male
06/08/1988
27
25 - 45
Caucasian
0
2
0
0
0
0
16/10/2014 5:43
16/10/2014 12:40
0
(M1)
Possession Of Methamphetamine
1
(M2)
null
05/01/2015
Operating W/O Valid License
null
null
0
null
null
null
Risk of Recidivism
2
Low
16/10/2014
Risk of Violence
3
Low
0
0
52
janel denicola
janel
denicola
Female
22/03/1995
21
Less than 25
Caucasian
0
4
0
0
0
-2
20/11/2013 4:12
21/11/2013 7:53
2
(F3)
Introduce Contraband Into Jail
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
4
Low
22/11/2013
Risk of Violence
5
Medium
0
0
53
jeremiah joseph
jeremiah
joseph
Male
29/08/1991
24
Less than 25
African-American
0
-1
0
0
2
0
16/10/2014 2:13
17/10/2014 3:38
0
(F3)
Poss Pyrrolidinovalerophenone
1
(M2)
null
12/01/2015
Petit Theft
null
null
0
null
null
null
Risk of Recidivism
-1
null
16/10/2014
Risk of Violence
6
Medium
2
0
54
jeremiah joseph
jeremiah
joseph
Male
29/08/1991
24
Less than 25
African-American
0
-1
0
0
2
0
16/10/2014 2:13
17/10/2014 3:38
0
(F3)
Poss Pyrrolidinovalerophenone
1
(M2)
null
12/01/2015
Petit Theft
null
null
0
null
null
null
Risk of Recidivism
-1
null
16/10/2014
Risk of Violence
6
Medium
2
0
55
jeremiah joseph
jeremiah
joseph
Male
29/08/1991
24
Less than 25
African-American
0
-1
0
0
2
0
16/10/2014 2:13
17/10/2014 3:38
0
(F3)
Poss Pyrrolidinovalerophenone
1
(M2)
null
12/01/2015
Petit Theft
null
null
0
null
null
null
Risk of Recidivism
-1
null
16/10/2014
Risk of Violence
6
Medium
2
0
56
jeremiah joseph
jeremiah
joseph
Male
29/08/1991
24
Less than 25
African-American
0
-1
0
0
2
0
16/10/2014 2:13
17/10/2014 3:38
0
(F3)
Poss Pyrrolidinovalerophenone
1
(M2)
null
12/01/2015
Petit Theft
null
null
0
null
null
null
Risk of Recidivism
-1
null
16/10/2014
Risk of Violence
6
Medium
2
0
57
jeremiah joseph
jeremiah
joseph
Male
29/08/1991
24
Less than 25
African-American
0
-1
0
0
2
0
16/10/2014 2:13
17/10/2014 3:38
0
(F3)
Poss Pyrrolidinovalerophenone
1
(M2)
null
12/01/2015
Petit Theft
null
null
0
null
null
null
Risk of Recidivism
-1
null
16/10/2014
Risk of Violence
6
Medium
2
0
58
dominic pabon
dominic
pabon
Male
23/01/1992
24
Less than 25
Hispanic
0
4
0
0
1
0
08/02/2013 4:50
09/02/2013 4:43
1
(F3)
Lewd/Lasc Battery Pers 12+/<16
1
(M1)
null
26/03/2014
Possess Cannabis/20 Grams Or Less
null
null
0
null
null
null
Risk of Recidivism
4
Low
08/02/2013
Risk of Violence
5
Medium
1
0
59
anthony laporta
anthony
laporta
Male
07/07/1973
42
25 - 45
Caucasian
0
3
0
0
1
-132
24/07/2014 12:09
06/11/2014 5:57
133
(F1)
Trafficking In Methamphetamine
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
03/12/2014
Risk of Violence
1
Low
1
0
60
russell sottile
russell
sottile
Male
10/01/1973
43
25 - 45
Caucasian
0
1
0
0
1
-1
24/01/2013 3:43
25/01/2013 9:12
1
(M2)
Susp Drivers Lic 1st Offense
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
25/01/2013
Risk of Violence
2
Low
1
0
61
andre ashley
andre
ashley
Male
24/08/1983
32
25 - 45
Other
0
3
0
0
0
-1
10/05/2013 8:38
12/05/2013 3:33
1
(M1)
Battery
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
11/05/2013
Risk of Violence
4
Low
0
0
62
bernice marion
bernice
marion
Female
16/02/1962
54
Greater than 45
African-American
0
9
0
0
0
-1
23/05/2013 7:25
11/09/2013 5:51
1
(F3)
Poss3,4 Methylenedioxymethcath
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
9
High
24/05/2013
Risk of Violence
5
Medium
0
0
63
michael thompson
michael
thompson
Male
19/01/1972
44
25 - 45
African-American
0
6
0
0
8
0
21/08/2014 3:56
21/08/2014 8:30
4,296
(M2)
arrest case no charge
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
6
Medium
21/08/2014
Risk of Violence
4
Low
8
0
64
susan caple
susan
caple
Female
28/04/1966
49
Greater than 45
Caucasian
0
1
0
0
0
null
null
null
null
null
null
-1
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
04/03/2013
Risk of Violence
1
Low
0
0
65
deandrae counts
deandrae
counts
Male
08/02/1989
27
25 - 45
African-American
0
3
0
0
8
-1
05/05/2013 9:07
22/05/2013 9:08
1
(F3)
Carrying Concealed Firearm
1
(M2)
null
06/11/2013
Driving License Suspended
null
null
1
(F3)
23/02/2015
Felony Battery
Risk of Recidivism
3
Low
06/05/2013
Risk of Violence
3
Low
8
0
66
deandrae counts
deandrae
counts
Male
08/02/1989
27
25 - 45
African-American
0
3
0
0
8
-1
05/05/2013 9:07
22/05/2013 9:08
1
(F3)
Carrying Concealed Firearm
1
(M2)
null
06/11/2013
Driving License Suspended
null
null
1
(F3)
23/02/2015
Felony Battery
Risk of Recidivism
3
Low
06/05/2013
Risk of Violence
3
Low
8
0
67
deandrae counts
deandrae
counts
Male
08/02/1989
27
25 - 45
African-American
0
3
0
0
8
-1
05/05/2013 9:07
22/05/2013 9:08
1
(F3)
Carrying Concealed Firearm
1
(M2)
null
06/11/2013
Driving License Suspended
null
null
1
(F3)
23/02/2015
Felony Battery
Risk of Recidivism
3
Low
06/05/2013
Risk of Violence
3
Low
8
0
68
deandrae counts
deandrae
counts
Male
08/02/1989
27
25 - 45
African-American
0
3
0
0
8
-1
05/05/2013 9:07
22/05/2013 9:08
1
(F3)
Carrying Concealed Firearm
1
(M2)
null
06/11/2013
Driving License Suspended
null
null
1
(F3)
23/02/2015
Felony Battery
Risk of Recidivism
3
Low
06/05/2013
Risk of Violence
3
Low
8
1
69
victoria soltau
victoria
soltau
Female
03/09/1979
36
25 - 45
Caucasian
0
3
0
0
3
53
10/05/2013 11:15
11/05/2013 7:01
95
(F3)
arrest case no charge
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
18/03/2013
Risk of Violence
1
Low
3
0
70
victoria soltau
victoria
soltau
Female
03/09/1979
36
25 - 45
Caucasian
0
3
0
0
3
53
10/05/2013 11:15
11/05/2013 7:01
95
(F3)
arrest case no charge
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
18/03/2013
Risk of Violence
1
Low
3
0
71
najee sapp
najee
sapp
Male
27/04/1989
26
25 - 45
African-American
0
7
0
1
5
-1
19/02/2013 7:47
20/02/2013 6:33
1
(F3)
Pos Cannabis W/Intent Sel/Del
1
(M1)
0
26/07/2014
Possess Cannabis/20 Grams Or Less
26/07/2014
null
0
null
null
null
Risk of Recidivism
7
Medium
20/02/2013
Risk of Violence
7
Medium
5
0
72
najee sapp
najee
sapp
Male
27/04/1989
26
25 - 45
African-American
0
7
0
1
5
-1
19/02/2013 7:47
20/02/2013 6:33
1
(F3)
Pos Cannabis W/Intent Sel/Del
1
(M1)
0
26/07/2014
Possess Cannabis/20 Grams Or Less
26/07/2014
null
0
null
null
null
Risk of Recidivism
7
Medium
20/02/2013
Risk of Violence
7
Medium
5
0
73
najee sapp
najee
sapp
Male
27/04/1989
26
25 - 45
African-American
0
7
0
1
5
-1
19/02/2013 7:47
20/02/2013 6:33
1
(F3)
Pos Cannabis W/Intent Sel/Del
1
(M1)
0
26/07/2014
Possess Cannabis/20 Grams Or Less
26/07/2014
null
0
null
null
null
Risk of Recidivism
7
Medium
20/02/2013
Risk of Violence
7
Medium
5
0
74
victor moreno
victor
moreno
Male
03/02/1983
33
25 - 45
African-American
0
10
0
0
0
0
24/10/2014 12:50
01/12/2014 7:49
1
(F3)
Tampering With Physical Evidence
1
(F3)
null
15/08/2015
False Imprisonment
null
null
1
(M1)
15/08/2015
Battery
Risk of Recidivism
10
High
24/10/2014
Risk of Violence
6
Medium
0
0
75
victor moreno
victor
moreno
Male
03/02/1983
33
25 - 45
African-American
0
10
0
0
0
0
24/10/2014 12:50
01/12/2014 7:49
1
(F3)
Tampering With Physical Evidence
1
(F3)
null
15/08/2015
False Imprisonment
null
null
1
(M1)
15/08/2015
Battery
Risk of Recidivism
10
High
24/10/2014
Risk of Violence
6
Medium
0
1
76
william pirkle
william
pirkle
Male
17/10/1985
30
25 - 45
Caucasian
0
9
0
0
9
0
28/01/2013 2:28
13/03/2013 7:32
0
(F3)
Felony Battery w/Prior Convict
1
(F3)
0
09/07/2013
Grand Theft (Motor Vehicle)
09/07/2013
null
0
null
null
null
Risk of Recidivism
9
High
28/01/2013
Risk of Violence
10
High
9
0
77
william pirkle
william
pirkle
Male
17/10/1985
30
25 - 45
Caucasian
0
9
0
0
9
0
28/01/2013 2:28
13/03/2013 7:32
0
(F3)
Felony Battery w/Prior Convict
1
(F3)
0
09/07/2013
Grand Theft (Motor Vehicle)
09/07/2013
null
0
null
null
null
Risk of Recidivism
9
High
28/01/2013
Risk of Violence
10
High
9
0
78
maslin brutus
maslin
brutus
Male
16/03/1984
32
25 - 45
African-American
0
8
0
0
4
-1
14/11/2014 3:07
15/11/2014 4:56
1
(F3)
Att Tamper w/Physical Evidence
1
(M1)
1
21/11/2014
Resist/Obstruct W/O Violence
22/11/2014
null
0
null
null
null
Risk of Recidivism
8
High
15/11/2014
Risk of Violence
3
Low
4
0
79
maslin brutus
maslin
brutus
Male
16/03/1984
32
25 - 45
African-American
0
8
0
0
4
-1
14/11/2014 3:07
15/11/2014 4:56
1
(F3)
Att Tamper w/Physical Evidence
1
(M1)
1
21/11/2014
Resist/Obstruct W/O Violence
22/11/2014
null
0
null
null
null
Risk of Recidivism
8
High
15/11/2014
Risk of Violence
3
Low
4
0
80
barrington figueroa
barrington
figueroa
Male
27/08/1952
63
Greater than 45
African-American
0
1
0
0
0
-1
06/12/2014 7:42
08/12/2014 4:02
1
(M1)
Battery
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
07/12/2014
Risk of Violence
1
Low
0
0
81
jorge correa
jorge
correa
Male
03/01/1989
27
25 - 45
Hispanic
0
3
0
0
2
0
21/11/2014 1:19
21/11/2014 2:08
1
(F3)
Possession of Cocaine
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
21/11/2014
Risk of Violence
3
Low
2
0
82
mark friedland
mark
friedland
Male
27/07/1960
55
Greater than 45
Caucasian
0
1
0
0
0
-1
29/12/2013 6:37
31/12/2013 10:29
1
(F3)
arrest case no charge
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
1
Low
30/12/2013
Risk of Violence
1
Low
0
0
83
matthew mchugh
matthew
mchugh
Male
14/10/1986
29
25 - 45
Caucasian
0
8
0
0
0
null
null
null
null
null
null
-1
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
8
High
26/02/2013
Risk of Violence
6
Medium
0
0
84
leon jumpp
leon
jumpp
Male
03/08/1983
32
25 - 45
African-American
0
10
0
0
15
0
16/09/2013 1:36
17/12/2013 6:21
0
(F3)
Felony Petit Theft
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
10
High
16/09/2013
Risk of Violence
8
High
15
0
85
michael garcia
michael
garcia
Male
07/08/1977
38
25 - 45
African-American
0
3
0
2
5
-1
10/01/2014 10:18
25/06/2014 3:27
1
(F3)
Burglary Structure Assault/Batt
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
11/01/2014
Risk of Violence
4
Low
5
0
86
michael garcia
michael
garcia
Male
07/08/1977
38
25 - 45
African-American
0
3
0
2
5
-1
10/01/2014 10:18
25/06/2014 3:27
1
(F3)
Burglary Structure Assault/Batt
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
11/01/2014
Risk of Violence
4
Low
5
0
87
michael garcia
michael
garcia
Male
07/08/1977
38
25 - 45
African-American
0
3
0
2
5
-1
10/01/2014 10:18
25/06/2014 3:27
1
(F3)
Burglary Structure Assault/Batt
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
3
Low
11/01/2014
Risk of Violence
4
Low
5
0
88
kevin mcmanus
kevin
mcmanus
Male
03/08/1962
53
Greater than 45
Caucasian
0
5
0
0
19
-1
19/01/2013 6:46
25/01/2013 3:31
1
(F3)
Fel Drive License Perm Revoke
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
5
Medium
20/01/2013
Risk of Violence
2
Low
19
0
89
kevin mcmanus
kevin
mcmanus
Male
03/08/1962
53
Greater than 45
Caucasian
0
5
0
0
19
-1
19/01/2013 6:46
25/01/2013 3:31
1
(F3)
Fel Drive License Perm Revoke
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
5
Medium
20/01/2013
Risk of Violence
2
Low
19
0
90
maurice watson
maurice
watson
Male
27/07/1966
49
Greater than 45
Other
0
3
0
0
7
-1
03/04/2013 4:47
07/04/2013 2:54
0
(F3)
Agg Fleeing and Eluding
1
(M1)
null
23/01/2015
Possess Cannabis/20 Grams Or Less
null
null
0
null
null
null
Risk of Recidivism
3
Low
04/04/2013
Risk of Violence
2
Low
7
0
91
maurice watson
maurice
watson
Male
27/07/1966
49
Greater than 45
Other
0
3
0
0
7
-1
03/04/2013 4:47
07/04/2013 2:54
0
(F3)
Agg Fleeing and Eluding
1
(M1)
null
23/01/2015
Possess Cannabis/20 Grams Or Less
null
null
0
null
null
null
Risk of Recidivism
3
Low
04/04/2013
Risk of Violence
2
Low
7
0
92
maurice watson
maurice
watson
Male
27/07/1966
49
Greater than 45
Other
0
3
0
0
7
-1
03/04/2013 4:47
07/04/2013 2:54
0
(F3)
Agg Fleeing and Eluding
1
(M1)
null
23/01/2015
Possess Cannabis/20 Grams Or Less
null
null
0
null
null
null
Risk of Recidivism
3
Low
04/04/2013
Risk of Violence
2
Low
7
0
93
kurt fowks
kurt
fowks
Male
11/02/1990
26
25 - 45
Caucasian
0
8
0
2
6
81
29/06/2013 6:05
11/07/2013 9:02
382
(M2)
Operating W/O Valid License
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
8
High
09/04/2013
Risk of Violence
8
High
6
0
94
kurt fowks
kurt
fowks
Male
11/02/1990
26
25 - 45
Caucasian
0
8
0
2
6
81
29/06/2013 6:05
11/07/2013 9:02
382
(M2)
Operating W/O Valid License
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
8
High
09/04/2013
Risk of Violence
8
High
6
0
95
kurt fowks
kurt
fowks
Male
11/02/1990
26
25 - 45
Caucasian
0
8
0
2
6
81
29/06/2013 6:05
11/07/2013 9:02
382
(M2)
Operating W/O Valid License
0
null
null
null
null
null
null
0
null
null
null
Risk of Recidivism
8
High
09/04/2013
Risk of Violence
8
High
6
0
96
michael tritsch
michael
tritsch
Female
02/02/1983
33
25 - 45
Caucasian
0
5
0
0
4
-1
02/12/2013 1:48
13/12/2013 5:25
1
(M1)
Battery
1
(F3)
57
14/07/2014
Grand Theft in the 3rd Degree
09/09/2014
null
0
null
null
null
Risk of Recidivism
5
Medium
03/12/2013
Risk of Violence
2
Low
4
0
97
michael tritsch
michael
tritsch
Female
02/02/1983
33
25 - 45
Caucasian
0
5
0
0
4
-1
02/12/2013 1:48
13/12/2013 5:25
1
(M1)
Battery
1
(F3)
57
14/07/2014
Grand Theft in the 3rd Degree
09/09/2014
null
0
null
null
null
Risk of Recidivism
5
Medium
03/12/2013
Risk of Violence
2
Low
4
0
98
michael tritsch
michael
tritsch
Female
02/02/1983
33
25 - 45
Caucasian
0
5
0
0
4
-1
02/12/2013 1:48
13/12/2013 5:25
1
(M1)
Battery
1
(F3)
57
14/07/2014
Grand Theft in the 3rd Degree
09/09/2014
null
0
null
null
null
Risk of Recidivism
5
Medium
03/12/2013
Risk of Violence
2
Low
4
0
99
michael tritsch
michael
tritsch
Female
02/02/1983
33
25 - 45
Caucasian
0
5
0
0
4
-1
02/12/2013 1:48
13/12/2013 5:25
1
(M1)
Battery
1
(F3)
57
14/07/2014
Grand Theft in the 3rd Degree
09/09/2014
null
0
null
null
null
Risk of Recidivism
5
Medium
03/12/2013
Risk of Violence
2
Low
4
0
100
brooks nunez
brooks
nunez
Male
14/05/1991
24
Less than 25
Caucasian
0
2
0
0
1
0
15/09/2013 3:47
16/09/2013 6:50
0
(M1)
Battery
1
(F3)
0
13/05/2014
Possession of Cannabis
13/05/2014
null
0
null
null
null
Risk of Recidivism
2
Low
15/09/2013
Risk of Violence
3
Low
1
0

COMPAS

Overview

The COMPAS (Correctional Offender Management Profiling for Alternative Sanctions) dataset has been used to analyze various aspects of the criminal justice system, including whether certain groups of defendants are more likely to receive harsher sentences, whether the algorithm's predictions are accurate, and the impact of these predictions on sentencing decisions. However, it's crucial to consider the context and potential biases when interpreting the results from this dataset.

Dataset Details

This data originally came from COMPAS Recidivism Racial Bias

The 40 columns provide a detailed look at the defendant's demographic information, assessment details, recidivism indicators, and risk scores assigned by the COMPAS algorithm. Each row represents a unique assessment or case, capturing the information associated with an individual's involvement with the criminal justice system and the assessment made by the COMPAS tool regarding their risk of Recidivism and other factors.

An in-depth analysis by ProPublica can be found in their data methodology article.

Original Article: Machine Bias

@incollection{angwin2022machine,
  title={Machine bias},
  author={Angwin, Julia and Larson, Jeff and Mattu, Surya and Kirchner, Lauren},
  booktitle={Ethics of data and analytics},
  pages={254--264},
  year={2022},
  publisher={Auerbach Publications}
}
  • Dataset Name: COMPAS
  • Language: English
  • Total Size: 18,316 demonstrations

Contents

Data contains variables used by the COMPAS algorithm in scoring defendants and their outcomes within 2 years of the decision for over 10,000 criminal defendants in Broward County, Florida. 3 subsets of the data are provided, including a subset of only violent recidivism (as opposed to, e.g. being reincarcerated for non-violent offenses such as vagrancy or Marijuana).

How to use

from datasets import load_dataset

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

License

The dataset is licensed under the Open Database Commons .

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