Datasets:
mstz
/
speeddating

Dataset card Data Studio Files
xet
 Community
is_dater_male
bool
dater_age
int64
dated_age
int64
age_difference
int64
dater_race
string
dated_race
string
are_same_race
bool
same_race_importance_for_dater
float64
same_religion_importance_for_dater
float64
attractiveness_importance_for_dated
float64
sincerity_importance_for_dated
float64
intelligence_importance_for_dated
float64
humor_importance_for_dated
float64
ambition_importance_for_dated
float64
shared_interests_importance_for_dated
float64
attractiveness_score_of_dater_from_dated
float64
sincerity_score_of_dater_from_dated
float64
intelligence_score_of_dater_from_dated
float64
humor_score_of_dater_from_dated
float64
ambition_score_of_dater_from_dated
float64
shared_interests_score_of_dater_from_dated
float64
attractiveness_importance_for_dater
float64
sincerity_importance_for_dater
float64
intelligence_importance_for_dater
float64
humor_importance_for_dater
float64
ambition_importance_for_dater
float64
shared_interests_importance_for_dater
float64
self_reported_attractiveness_of_dater
float64
self_reported_sincerity_of_dater
float64
self_reported_intelligence_of_dater
float64
self_reported_humor_of_dater
float64
self_reported_ambition_of_dater
float64
reported_attractiveness_of_dated_from_dater
float64
reported_sincerity_of_dated_from_dater
float64
reported_intelligence_of_dated_from_dater
float64
reported_humor_of_dated_from_dater
float64
reported_ambition_of_dated_from_dater
float64
reported_shared_interests_of_dated_from_dater
float64
dater_interest_in_sports
float64
dater_interest_in_tvsports
float64
dater_interest_in_exercise
float64
dater_interest_in_dining
float64
dater_interest_in_museums
float64
dater_interest_in_art
float64
dater_interest_in_hiking
float64
dater_interest_in_gaming
float64
dater_interest_in_clubbing
float64
dater_interest_in_reading
float64
dater_interest_in_tv
float64
dater_interest_in_theater
float64
dater_interest_in_movies
float64
dater_interest_in_concerts
float64
dater_interest_in_music
float64
dater_interest_in_shopping
float64
dater_interest_in_yoga
float64
interests_correlation
float64
expected_satisfaction_of_dater
float64
expected_number_of_likes_of_dater_from_20_people
int64
expected_number_of_dates_for_dater
int64
dater_liked_dated
float64
probability_dated_wants_to_date
float64
already_met_before
bool
dater_wants_to_date
bool
dated_wants_to_date
bool
is_match
int64
true
24
32
8
caucasian
'Latino/Hispanic American'
false
1
1
30
30
30
5
0
5
4
0
8
7
7
6
10
20
35
20
0
15
4
8
3
7
2
7
8
9
8
8
5
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.76
5
2
3
7
5
true
true
true
1
true
24
30
6
caucasian
caucasian
true
1
1
20
25
15
15
15
10
6
6
6
4
6
1
10
20
35
20
0
15
4
8
3
7
2
7
7
6
5
4
3
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.33
5
2
3
5
3
true
false
false
0
true
24
22
2
caucasian
caucasian
true
1
1
15
20
20
20
5
20
10
8
6
7
10
5
10
20
35
20
0
15
4
8
3
7
2
8
6
8
7
7
5
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.44
5
2
3
8
2
true
true
true
1
true
24
23
1
caucasian
caucasian
true
1
1
15
15
20
15
15
20
7
9
7
6
7
5
10
20
35
20
0
15
4
8
3
7
2
7
7
6
6
7
3
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.55
5
2
3
5
4
true
false
false
0
true
24
23
1
caucasian
caucasian
true
1
1
15
15
20
15
20
15
8
10
10
5
10
8
10
20
35
20
0
15
4
8
3
7
2
8
9
7
8
5
4
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.31
5
2
3
7
6
true
true
false
0
true
24
27
3
caucasian
caucasian
true
1
1
25
15
20
20
20
0
9
9
8
10
8
7
10
20
35
20
0
15
4
8
3
7
2
6
5
7
6
6
4
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.39
5
2
3
5
3
true
false
false
0
true
24
23
1
caucasian
'Asian/Pacific Islander/Asian-American'
false
1
1
15
21
18
18
10
18
7
7
6
6
4
5
10
20
35
20
0
15
4
8
3
7
2
6
8
7
6
5
3
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.52
5
2
3
5
4
true
false
true
0
true
24
25
1
caucasian
other
false
1
1
15
3
50
20
2
10
9
7
8
7
6
7
10
20
35
20
0
15
4
8
3
7
2
8
7
7
9
8
4
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.39
5
2
3
7
5
true
true
false
0
true
24
29
5
caucasian
caucasian
true
1
1
10
20
20
20
20
10
8
9
10
9
8
9
10
20
35
20
0
15
4
8
3
7
2
8
7
6
6
8
2
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.72
5
2
3
6
4
true
false
true
0
true
24
29
5
caucasian
caucasian
true
1
1
14
20
18
24
18
6
7
7
7
7
7
6
10
20
35
20
0
15
4
8
3
7
2
8
8
7
7
6
4
7
3
4
5
6
7
3
2
5
7
3
7
7
4
6
2
2
0.09
5
2
3
7
4
true
true
false
0
true
25
22
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
15
20
20
20
15
10
6
7
7
6
7
7
15
10
30
10
5
30
6
9
8
9
8
7
10
8
7
5
4
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.56
5
3
2
7
5
true
true
false
0
true
25
23
2
'Asian/Pacific Islander/Asian-American'
'Latino/Hispanic American'
false
1
1
10
25
20
10
20
15
7
10
10
6
10
6
15
10
30
10
5
30
6
9
8
9
8
7
10
8
8
8
3
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.59
5
3
2
7
5
true
true
true
1
true
25
26
1
'Asian/Pacific Islander/Asian-American'
'Asian/Pacific Islander/Asian-American'
true
1
1
10
20
15
20
20
15
5
5
5
5
5
5
15
10
30
10
5
30
6
9
8
9
8
7
10
7
7
7
5
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.8
5
3
2
7
5
true
true
false
0
true
25
27
2
'Asian/Pacific Islander/Asian-American'
'Asian/Pacific Islander/Asian-American'
true
1
1
10
20
20
10
20
20
8
8
8
8
8
8
15
10
30
10
5
30
6
9
8
9
8
7
10
7
7
7
5
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.34
5
3
2
7
5
true
true
true
1
true
25
28
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
10
10
20
20
20
20
6
9
8
8
8
7
15
10
30
10
5
30
6
9
8
9
8
8
10
8
6
8
5
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.6
5
3
2
8
5
true
true
false
0
true
25
25
0
'Asian/Pacific Islander/Asian-American'
other
false
1
1
20
20
20
20
10
10
6
10
10
8
8
8
15
10
30
10
5
30
6
9
8
9
8
7
10
8
8
7
5
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.66
5
3
2
8
5
true
true
true
1
true
25
35
10
'Asian/Pacific Islander/Asian-American'
'Latino/Hispanic American'
false
1
1
10
32
20
12
11
15
4
8
8
9
6
8
15
10
30
10
5
30
6
9
8
9
8
7
10
8
7
7
5
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.81
5
3
2
8
5
true
true
false
0
true
25
32
7
'Asian/Pacific Islander/Asian-American'
'Latino/Hispanic American'
false
1
1
30
30
30
5
0
5
5
5
9
6
5
5
15
10
30
10
5
30
6
9
8
9
8
7
10
8
8
6
7
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.65
5
3
2
8
5
true
true
false
0
true
25
30
5
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
20
25
15
15
15
10
6
8
7
5
6
2
15
10
30
10
5
30
6
9
8
9
8
7
10
8
8
7
4
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.59
5
3
2
7
5
true
true
false
0
true
25
22
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
15
20
20
20
5
20
6
7
7
7
5
7
15
10
30
10
5
30
6
9
8
9
8
7
10
8
8
7
8
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.73
5
3
2
7
5
true
true
true
1
true
25
23
2
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
15
15
20
15
15
20
2
4
7
8
8
4
15
10
30
10
5
30
6
9
8
9
8
7
10
8
8
7
8
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.27
5
3
2
6
6
true
true
false
0
true
25
23
2
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
15
15
20
15
20
15
5
10
10
10
10
10
15
10
30
10
5
30
6
9
8
9
8
7
10
7
6
6
7
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.3
5
3
2
5
5
true
false
false
0
true
25
27
2
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
25
15
20
20
20
0
8
10
10
8
8
6
15
10
30
10
5
30
6
9
8
9
8
8
10
8
6
8
3
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.58
5
3
2
5
5
true
false
false
0
true
25
23
2
'Asian/Pacific Islander/Asian-American'
'Asian/Pacific Islander/Asian-American'
true
1
1
15
21
18
18
10
18
6
7
7
5
6
7
15
10
30
10
5
30
6
9
8
9
8
7
10
8
6
8
3
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.4
5
3
2
5
5
true
true
true
1
true
25
29
4
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
10
20
20
20
20
10
7
9
9
7
9
7
15
10
30
10
5
30
6
9
8
9
8
9
10
8
6
8
3
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.6
5
3
2
8
5
true
true
true
1
true
25
29
4
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
14
20
18
24
18
6
7
7
7
6
7
6
15
10
30
10
5
30
6
9
8
9
8
7
10
8
7
7
3
2
1
2
10
10
10
1
2
2
10
5
7
10
10
10
5
3
0.34
5
3
2
8
5
true
true
false
0
true
28
22
6
caucasian
caucasian
true
4
6
15
20
20
20
15
10
8
9
8
9
9
8
20
20
15
15
5
25
7
9
8
8
7
6
7
8
6
9
8
4
3
8
7
7
9
8
2
3
7
5
7
9
7
8
3
6
0.76
6
3
3
5
3
true
false
true
0
true
28
28
0
caucasian
caucasian
true
4
6
10
10
20
20
20
20
6
6
7
6
7
6
20
20
15
15
5
25
7
9
8
8
7
5
5
8
5
10
5
4
3
8
7
7
9
8
2
3
7
5
7
9
7
8
3
6
0.67
6
3
3
4
2
true
false
false
0
true
28
25
3
caucasian
other
false
4
6
20
20
20
20
10
10
7
8
8
9
8
6
20
20
15
15
5
25
7
9
8
8
7
6
8
9
8
6
7
4
3
8
7
7
9
8
2
3
7
5
7
9
7
8
3
6
0.76
6
3
3
5
5
true
false
false
0
true
28
22
6
caucasian
caucasian
true
4
6
15
20
20
20
5
20
8
7
7
7
7
8
20
20
15
15
5
25
7
9
8
8
7
7
8
9
8
7
8
4
3
8
7
7
9
8
2
3
7
5
7
9
7
8
3
6
0.5
6
3
3
8
6
true
true
true
1
true
28
23
5
caucasian
caucasian
true
4
6
15
15
20
15
20
15
4
10
10
10
10
8
20
20
15
15
5
25
7
9
8
8
7
6
8
8
7
6
6
4
3
8
7
7
9
8
2
3
7
5
7
9
7
8
3
6
0.52
6
3
3
6
5
true
false
false
0
true
28
27
1
caucasian
caucasian
true
4
6
25
15
20
20
20
0
7
10
10
10
7
6
20
20
15
15
5
25
7
9
8
8
7
5
7
8
5
9
6
4
3
8
7
7
9
8
2
3
7
5
7
9
7
8
3
6
0.36
6
3
3
6
6
true
false
false
0
true
28
29
1
caucasian
caucasian
true
4
6
14
20
18
24
18
6
7
7
7
6
6
6
20
20
15
15
5
25
7
9
8
8
7
5
7
8
7
8
8
4
3
8
7
7
9
8
2
3
7
5
7
9
7
8
3
6
0.31
6
3
3
5
6
true
false
false
0
false
20
22
2
other
other
true
1
1
40
15
10
20
5
10
9
9
9
9
9
9
15
15
20
25
10
15
9
10
9
9
9
7
7
7
9
7
8
8
3
8
5
7
8
8
8
9
9
3
8
8
9
10
4
6
-0.29
4
4
8
8
8
true
true
true
1
false
20
18
2
other
'Asian/Pacific Islander/Asian-American'
false
1
1
50
10
20
5
5
10
9
7
7
6
4
5
15
15
20
25
10
15
9
10
9
9
9
4
8
7
4
9
3
8
3
8
5
7
8
8
8
9
9
3
8
8
9
10
4
6
-0.37
4
4
8
4
5
true
false
true
0
false
20
22
2
other
'Asian/Pacific Islander/Asian-American'
false
1
1
40
10
10
10
10
20
6
7
7
4
4
5
15
15
20
25
10
15
9
10
9
9
9
5
1
6
2
8
1
8
3
8
5
7
8
8
8
9
9
3
8
8
9
10
4
6
0.26
4
4
8
1
2
true
false
true
0
false
20
21
1
other
caucasian
false
1
1
20
15
20
15
12
18
9
8
9
9
8
7
15
15
20
25
10
15
9
10
9
9
9
7
7
8
8
7
8
8
3
8
5
7
8
8
8
9
9
3
8
8
9
10
4
6
0.34
4
4
8
8
5
true
true
true
1
false
20
22
2
other
caucasian
false
1
1
25
40
15
10
5
5
7
8
7
6
6
6
15
15
20
25
10
15
9
10
9
9
9
5
7
9
6
8
7
8
3
8
5
7
8
8
8
9
9
3
8
8
9
10
4
6
0.3
4
4
8
8
5
true
true
true
1
false
20
22
2
other
caucasian
false
1
1
25
25
25
15
5
5
10
7
9
10
8
10
15
15
20
25
10
15
9
10
9
9
9
10
6
7
8
8
8
8
3
8
5
7
8
8
8
9
9
3
8
8
9
10
4
6
-0.24
4
4
8
8
8
true
true
true
1
false
20
21
1
other
caucasian
false
1
1
40
15
10
20
10
5
10
9
8
9
9
7
15
15
20
25
10
15
9
10
9
9
9
9
10
8
8
7
9
8
3
8
5
7
8
8
8
9
9
3
8
8
9
10
4
6
0.44
4
4
8
9
9
true
true
true
1
false
20
19
1
other
'Asian/Pacific Islander/Asian-American'
false
1
1
25
10
20
20
10
15
5
5
5
5
5
5
15
15
20
25
10
15
9
10
9
9
9
2
7
6
2
5
1
8
3
8
5
7
8
8
8
9
9
3
8
8
9
10
4
6
0.35
4
4
8
2
5
true
false
false
0
false
21
22
1
caucasian
other
false
3
8
40
15
10
20
5
10
10
10
10
10
10
10
15
15
25
25
15
5
8
10
10
8
9
8
10
9
10
5
5
5
3
7
10
9
8
7
2
6
8
7
10
10
9
10
10
7
0.08
7
20
0
8
1
true
true
false
0
false
21
18
3
caucasian
'Asian/Pacific Islander/Asian-American'
false
3
8
50
10
20
5
5
10
6
5
5
4
4
5
15
15
25
25
15
5
8
10
10
8
9
5
9
6
5
5
2
5
3
7
10
9
8
7
2
6
8
7
10
10
9
10
10
7
-0.22
7
20
0
4
6
true
false
false
0
false
21
22
1
caucasian
'Asian/Pacific Islander/Asian-American'
false
3
8
40
10
10
10
10
20
7
6
7
5
5
8
15
15
25
25
15
5
8
10
10
8
9
5
9
8
1
10
1
5
3
7
10
9
8
7
2
6
8
7
10
10
9
10
10
7
0.85
7
20
0
1
4
true
false
true
0
false
21
21
0
caucasian
caucasian
true
3
8
20
15
20
15
12
18
8
8
7
7
7
6
15
15
25
25
15
5
8
10
10
8
9
10
9
10
10
10
7
5
3
7
10
9
8
7
2
6
8
7
10
10
9
10
10
7
0.76
7
20
0
9
2
true
true
true
1
false
21
22
1
caucasian
caucasian
true
3
8
25
40
15
10
5
5
6
8
9
9
8
6
15
15
25
25
15
5
8
10
10
8
9
6
9
8
7
7
6
5
3
7
10
9
8
7
2
6
8
7
10
10
9
10
10
7
0.44
7
20
0
7
7
true
true
true
1
false
21
22
1
caucasian
caucasian
true
3
8
25
25
25
15
5
5
5
5
5
5
5
5
15
15
25
25
15
5
8
10
10
8
9
9
9
8
10
7
8
5
3
7
10
9
8
7
2
6
8
7
10
10
9
10
10
7
-0.28
7
20
0
9
7
true
true
false
0
false
21
21
0
caucasian
caucasian
true
3
8
40
15
10
20
10
5
7
9
9
8
8
8
15
15
25
25
15
5
8
10
10
8
9
6
10
9
8
7
4
5
3
7
10
9
8
7
2
6
8
7
10
10
9
10
10
7
-0.09
7
20
0
6
8
true
true
true
1
false
21
19
2
caucasian
'Asian/Pacific Islander/Asian-American'
false
3
8
25
10
20
20
10
15
5
5
5
5
5
5
15
15
25
25
15
5
8
10
10
8
9
4
9
8
3
6
2
5
3
7
10
9
8
7
2
6
8
7
10
10
9
10
10
7
0.45
7
20
0
3
5
true
false
false
0
false
21
22
1
caucasian
other
false
10
7
40
15
10
20
5
10
10
10
10
10
10
10
20
10
30
20
15
5
8
7
8
9
8
10
10
10
10
10
10
2
2
8
7
3
3
1
1
8
10
2
2
6
4
7
8
1
-0.05
3
12
3
10
1
true
false
false
0
false
21
18
3
caucasian
'Asian/Pacific Islander/Asian-American'
false
10
7
50
10
20
5
5
10
4
5
4
4
5
4
20
10
30
20
15
5
8
7
8
9
8
6
10
10
7
6
5
2
2
8
7
3
3
1
1
8
10
2
2
6
4
7
8
1
0.07
3
12
3
5
8
true
false
false
0
false
21
22
1
caucasian
'Asian/Pacific Islander/Asian-American'
false
10
7
40
10
10
10
10
20
6
2
4
4
4
6
20
10
30
20
15
5
8
7
8
9
8
2
10
10
2
10
2
2
2
8
7
3
3
1
1
8
10
2
2
6
4
7
8
1
0.58
3
12
3
2
6
true
false
true
0
false
21
21
0
caucasian
caucasian
true
10
7
20
15
20
15
12
18
10
10
9
10
9
10
20
10
30
20
15
5
8
7
8
9
8
10
10
10
10
10
10
2
2
8
7
3
3
1
1
8
10
2
2
6
4
7
8
1
0.71
3
12
3
10
10
true
true
true
1
false
21
22
1
caucasian
caucasian
true
10
7
25
40
15
10
5
5
5
7
6
6
6
5
20
10
30
20
15
5
8
7
8
9
8
6
10
10
8
10
6
2
2
8
7
3
3
1
1
8
10
2
2
6
4
7
8
1
0.4
3
12
3
8
8
true
false
false
0
false
21
22
1
caucasian
caucasian
true
10
7
25
25
25
15
5
5
7
3
7
10
7
8
20
10
30
20
15
5
8
7
8
9
8
8
5
9
9
10
8
2
2
8
7
3
3
1
1
8
10
2
2
6
4
7
8
1
-0.09
3
12
3
7
7
true
true
true
1
false
21
21
0
caucasian
caucasian
true
10
7
40
15
10
20
10
5
9
7
6
10
8
7
20
10
30
20
15
5
8
7
8
9
8
9
10
9
8
8
7
2
2
8
7
3
3
1
1
8
10
2
2
6
4
7
8
1
-0.13
3
12
3
8
8
true
true
true
1
false
21
22
1
caucasian
other
false
4
1
40
15
10
20
5
10
10
10
10
10
10
10
15
15
25
25
20
0
8
9
8
9
9
10
10
10
10
10
10
5
4
3
10
10
10
6
4
8
10
10
10
10
10
10
10
8
0.08
7
20
4
10
10
true
true
true
1
false
21
18
3
caucasian
'Asian/Pacific Islander/Asian-American'
false
4
1
50
10
20
5
5
10
6
5
5
4
4
6
15
15
25
25
20
0
8
9
8
9
9
7
10
8
8
8
6
5
4
3
10
10
10
6
4
8
10
10
10
10
10
10
10
8
-0.41
7
20
4
8
7
true
true
false
0
false
21
22
1
caucasian
'Asian/Pacific Islander/Asian-American'
false
4
1
40
10
10
10
10
20
5
4
3
2
5
4
15
15
25
25
20
0
8
9
8
9
9
4
4
8
2
10
0
5
4
3
10
10
10
6
4
8
10
10
10
10
10
10
10
8
0.68
7
20
4
3
5
true
false
true
0
false
21
21
0
caucasian
caucasian
true
4
1
20
15
20
15
12
18
10
10
10
10
10
10
15
15
25
25
20
0
8
9
8
9
9
10
8
8
9
8
8
5
4
3
10
10
10
6
4
8
10
10
10
10
10
10
10
8
0.62
7
20
4
10
10
true
true
true
1
false
21
22
1
caucasian
caucasian
true
4
1
25
40
15
10
5
5
7
6
8
9
7
7
15
15
25
25
20
0
8
9
8
9
9
6
9
10
7
9
4
5
4
3
10
10
10
6
4
8
10
10
10
10
10
10
10
8
0.33
7
20
4
7
6
true
false
false
0
false
21
22
1
caucasian
caucasian
true
4
1
25
25
25
15
5
5
7
7
7
7
5
5
15
15
25
25
20
0
8
9
8
9
9
8
6
6
7
5
6
5
4
3
10
10
10
6
4
8
10
10
10
10
10
10
10
8
-0.42
7
20
4
7
6
true
true
true
1
false
21
21
0
caucasian
caucasian
true
4
1
40
15
10
20
10
5
7
7
7
7
8
6
15
15
25
25
20
0
8
9
8
9
9
7
8
8
6
6
3
5
4
3
10
10
10
6
4
8
10
10
10
10
10
10
10
8
-0.31
7
20
4
6
3
true
false
true
0
false
21
19
2
caucasian
'Asian/Pacific Islander/Asian-American'
false
4
1
25
10
20
20
10
15
5
5
5
5
5
5
15
15
25
25
20
0
8
9
8
9
9
4
8
7
3
7
0
5
4
3
10
10
10
6
4
8
10
10
10
10
10
10
10
8
0.54
7
20
4
5
6
true
false
false
0
false
21
22
1
caucasian
other
false
8
10
40
15
10
20
5
10
10
10
10
10
10
10
20
10
20
20
20
10
8
7
8
8
8
10
10
10
10
10
10
6
8
6
9
8
6
3
5
8
8
5
6
5
6
5
9
3
0.12
6
4
1
8
1
true
true
false
0
false
21
21
0
caucasian
caucasian
true
8
10
20
15
20
15
12
18
10
5
6
10
10
10
20
10
20
20
20
10
8
7
8
8
8
10
10
10
10
10
10
6
8
6
9
8
6
3
5
8
8
5
6
5
6
5
9
3
0.47
6
4
1
10
9
true
true
true
1
false
21
22
1
caucasian
caucasian
true
8
10
25
40
15
10
5
5
7
7
7
7
7
8
20
10
20
20
20
10
8
7
8
8
8
6
10
9
7
8
6
6
8
6
9
8
6
3
5
8
8
5
6
5
6
5
9
3
0.3
6
4
1
7
4
true
false
false
0
false
21
22
1
caucasian
caucasian
true
8
10
25
25
25
15
5
5
7
7
8
8
10
6
20
10
20
20
20
10
8
7
8
8
8
8
6
7
6
8
5
6
8
6
9
8
6
3
5
8
8
5
6
5
6
5
9
3
0
6
4
1
7
2
true
false
true
0
false
21
21
0
caucasian
caucasian
true
8
10
40
15
10
20
10
5
8
8
9
9
7
7
20
10
20
20
20
10
8
7
8
8
8
7
8
6
6
6
6
6
8
6
9
8
6
3
5
8
8
5
6
5
6
5
9
3
-0.5
6
4
1
8
1
true
false
true
0
false
19
22
3
'Latino/Hispanic American'
caucasian
false
5
2
25
25
25
15
5
5
9
8
8
6
7
3
50
15
10
10
10
5
8
10
10
10
10
8
10
9
10
8
7
8
5
8
9
9
9
5
8
10
9
5
10
9
10
10
7
8
-0.24
4
15
5
8
9
true
true
true
1
false
20
22
2
'Latino/Hispanic American'
other
false
1
4
40
15
10
20
5
10
6
7
7
7
7
7
10
10
35
35
8
2
6
8
8
8
9
7
8
7
8
8
5
5
4
4
8
7
5
3
1
5
10
6
10
9
6
8
3
5
0.4
3
5
2
6
8
true
true
true
1
false
20
18
2
'Latino/Hispanic American'
'Asian/Pacific Islander/Asian-American'
false
1
4
50
10
20
5
5
10
9
6
8
5
7
4
10
10
35
35
8
2
6
8
8
8
9
5
8
6
2
2
2
5
4
4
8
7
5
3
1
5
10
6
10
9
6
8
3
5
-0.31
3
5
2
4
6
true
false
false
0
false
20
22
2
'Latino/Hispanic American'
'Asian/Pacific Islander/Asian-American'
false
1
4
40
10
10
10
10
20
7
5
6
6
8
7
10
10
35
35
8
2
6
8
8
8
9
2
1
4
1
6
0
5
4
4
8
7
5
3
1
5
10
6
10
9
6
8
3
5
0.64
3
5
2
1
8
true
false
false
0
false
20
21
1
'Latino/Hispanic American'
caucasian
false
1
4
20
15
20
15
12
18
9
8
7
8
7
7
10
10
35
35
8
2
6
8
8
8
9
6
8
8
6
8
5
5
4
4
8
7
5
3
1
5
10
6
10
9
6
8
3
5
0.53
3
5
2
5
7
true
true
true
1
false
20
22
2
'Latino/Hispanic American'
caucasian
false
1
4
25
40
15
10
5
5
7
7
7
7
6
8
10
10
35
35
8
2
6
8
8
8
9
8
10
8
7
8
6
5
4
4
8
7
5
3
1
5
10
6
10
9
6
8
3
5
0.69
3
5
2
7
8
true
false
true
0
false
20
22
2
'Latino/Hispanic American'
caucasian
false
1
4
25
25
25
15
5
5
8
5
7
8
5
6
10
10
35
35
8
2
6
8
8
8
9
9
4
5
2
2
1
5
4
4
8
7
5
3
1
5
10
6
10
9
6
8
3
5
-0.36
3
5
2
2
7
true
false
true
0
false
20
21
1
'Latino/Hispanic American'
caucasian
false
1
4
40
15
10
20
10
5
8
8
10
10
8
7
10
10
35
35
8
2
6
8
8
8
9
8
7
8
6
5
2
5
4
4
8
7
5
3
1
5
10
6
10
9
6
8
3
5
0
3
5
2
6
5
true
true
true
1
false
20
19
1
'Latino/Hispanic American'
'Asian/Pacific Islander/Asian-American'
false
1
4
25
10
20
20
10
15
6
6
7
6
6
2
10
10
35
35
8
2
6
8
8
8
9
7
8
6
5
7
2
5
4
4
8
7
5
3
1
5
10
6
10
9
6
8
3
5
0.54
3
5
2
5
5
true
false
false
0
false
21
22
1
caucasian
other
false
8
1
40
15
10
20
5
10
6
9
8
7
6
6
35
15
5
30
15
0
2
9
9
7
9
8
10
10
7
7
8
2
2
6
10
6
10
6
4
7
7
8
10
10
10
10
10
4
0.04
2
0
2
9
1
true
true
false
0
false
21
18
3
caucasian
'Asian/Pacific Islander/Asian-American'
false
8
1
50
10
20
5
5
10
5
4
5
4
5
4
35
15
5
30
15
0
2
9
9
7
9
9
10
7
5
10
9
2
2
6
10
6
10
6
4
7
7
8
10
10
10
10
10
4
-0.28
2
0
2
9
1
true
true
false
0
false
21
22
1
caucasian
'Asian/Pacific Islander/Asian-American'
false
8
1
40
10
10
10
10
20
2
7
9
6
7
7
35
15
5
30
15
0
2
9
9
7
9
4
6
7
6
6
1
2
2
6
10
6
10
6
4
7
7
8
10
10
10
10
10
4
0.83
2
0
2
5
10
true
false
true
0
false
21
21
0
caucasian
caucasian
true
8
1
20
15
20
15
12
18
4
6
6
5
4
2
35
15
5
30
15
0
2
9
9
7
9
6
10
10
8
8
4
2
2
6
10
6
10
6
4
7
7
8
10
10
10
10
10
4
0.72
2
0
2
8
1
true
true
false
0
false
21
22
1
caucasian
caucasian
true
8
1
25
40
15
10
5
5
4
8
7
6
6
5
35
15
5
30
15
0
2
9
9
7
9
8
7
10
7
10
9
2
2
6
10
6
10
6
4
7
7
8
10
10
10
10
10
4
0.14
2
0
2
9
1
true
true
false
0
false
21
22
1
caucasian
caucasian
true
8
1
25
25
25
15
5
5
5
8
7
0
5
0
35
15
5
30
15
0
2
9
9
7
9
4
4
2
1
1
1
2
2
6
10
6
10
6
4
7
7
8
10
10
10
10
10
4
-0.36
2
0
2
1
1
true
false
false
0
false
21
21
0
caucasian
caucasian
true
8
1
40
15
10
20
10
5
6
9
7
7
8
7
35
15
5
30
15
0
2
9
9
7
9
9
10
10
5
7
4
2
2
6
10
6
10
6
4
7
7
8
10
10
10
10
10
4
-0.15
2
0
2
9
1
true
true
false
0
false
21
19
2
caucasian
'Asian/Pacific Islander/Asian-American'
false
8
1
25
10
20
20
10
15
7
5
10
6
7
2
35
15
5
30
15
0
2
9
9
7
9
7
10
10
8
10
1
2
2
6
10
6
10
6
4
7
7
8
10
10
10
10
10
4
0.52
2
0
2
9
1
true
true
false
0
true
22
20
2
other
other
true
1
1
15
15
20
25
10
15
7
7
7
9
7
8
40
15
10
20
5
10
7
10
8
8
8
9
9
9
9
9
9
7
9
7
9
7
6
5
6
6
6
8
7
8
8
8
5
4
-0.29
6
10
4
9
7
true
true
true
1
true
22
21
1
other
caucasian
false
1
1
15
15
25
25
15
5
8
10
9
10
5
5
40
15
10
20
5
10
7
10
8
8
8
10
10
10
10
10
10
7
9
7
9
7
6
5
6
6
6
8
7
8
8
8
5
4
0.08
6
10
4
10
1
true
false
true
0
true
22
20
2
other
'Black/African American'
false
1
1
20
20
20
20
10
10
7
6
6
7
4
4
40
15
10
20
5
10
7
10
8
8
8
6
10
7
7
7
7
7
9
7
9
7
6
5
6
6
6
8
7
8
8
8
5
4
0.48
6
10
4
8
4
true
false
true
0
true
22
21
1
other
caucasian
false
1
1
20
10
30
20
15
5
10
10
10
10
10
10
40
15
10
20
5
10
7
10
8
8
8
10
10
10
10
10
10
7
9
7
9
7
6
5
6
6
6
8
7
8
8
8
5
4
-0.05
6
10
4
10
1
true
false
false
0
true
22
21
1
other
caucasian
false
1
1
15
15
25
25
20
0
10
10
10
10
10
10
40
15
10
20
5
10
7
10
8
8
8
10
10
10
10
10
10
7
9
7
9
7
6
5
6
6
6
8
7
8
8
8
5
4
0.08
6
10
4
10
10
true
true
true
1
true
22
21
1
other
caucasian
false
1
1
20
10
20
20
20
10
10
10
10
10
10
10
40
15
10
20
5
10
7
10
8
8
8
10
10
10
10
10
10
7
9
7
9
7
6
5
6
6
6
8
7
8
8
8
5
4
0.12
6
10
4
10
1
true
false
true
0
true
22
20
2
other
'Latino/Hispanic American'
false
1
1
10
10
35
35
8
2
7
8
7
8
8
5
40
15
10
20
5
10
7
10
8
8
8
6
7
7
7
7
7
7
9
7
9
7
6
5
6
6
6
8
7
8
8
8
5
4
0.4
6
10
4
8
9
true
true
true
1
true
22
21
1
other
caucasian
false
1
1
35
15
5
30
15
0
8
10
10
7
7
8
40
15
10
20
5
10
7
10
8
8
8
6
9
8
7
6
6
7
9
7
9
7
6
5
6
6
6
8
7
8
8
8
5
4
0.04
6
10
4
7
7
true
false
true
0
true
18
20
2
'Asian/Pacific Islander/Asian-American'
other
false
3
5
15
15
20
25
10
15
4
8
7
4
9
3
50
10
20
5
5
10
8
7
7
7
8
9
7
7
6
4
5
9
9
8
8
3
2
5
5
6
2
7
2
7
7
7
7
5
-0.37
5
1
0
8
2
true
true
false
0
true
18
21
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
3
5
15
15
25
25
15
5
5
9
6
5
5
2
50
10
20
5
5
10
8
7
7
7
8
6
5
5
4
4
5
9
9
8
8
3
2
5
5
6
2
7
2
7
7
7
7
5
-0.22
5
1
0
4
2
true
false
false
0
true
18
20
2
'Asian/Pacific Islander/Asian-American'
'Black/African American'
false
3
5
20
20
20
20
10
10
8
7
6
6
5
4
50
10
20
5
5
10
8
7
7
7
8
4
6
6
5
4
5
9
9
8
8
3
2
5
5
6
2
7
2
7
7
7
7
5
0.13
5
1
0
4
1
true
false
true
0
true
18
21
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
3
5
20
10
30
20
15
5
6
10
10
7
6
5
50
10
20
5
5
10
8
7
7
7
8
4
5
4
4
5
4
9
9
8
8
3
2
5
5
6
2
7
2
7
7
7
7
5
0.07
5
1
0
4
2
true
false
false
0
true
18
21
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
3
5
15
15
25
25
20
0
7
10
8
8
8
6
50
10
20
5
5
10
8
7
7
7
8
6
5
5
4
4
6
9
9
8
8
3
2
5
5
6
2
7
2
7
7
7
7
5
-0.41
5
1
0
4
2
true
false
true
0
true
18
21
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
3
5
20
10
20
20
20
10
7
10
8
7
8
4
50
10
20
5
5
10
8
7
7
7
8
6
6
5
6
5
6
9
9
8
8
3
2
5
5
6
2
7
2
7
7
7
7
5
0.05
5
1
0
6
2
true
false
false
0