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
false
23
28
5
caucasian
caucasian
true
2
4
40
20
20
20
0
0
6
8
8
7
8
6
10
20
20
20
20
10
7
8
9
8
8
3
5
8
4
7
6
5
6
8
7
4
4
2
1
7
8
5
7
7
7
9
6
4
0.21
3
2
1
6
5
true
false
false
0
false
23
23
0
caucasian
'Black/African American'
false
2
4
20
25
25
10
10
10
7
9
10
10
10
10
10
20
20
20
20
10
7
8
9
8
8
7
7
8
8
7
8
5
6
8
7
4
4
2
1
7
8
5
7
7
7
9
6
4
0.49
3
2
1
8
5
true
true
true
1
false
24
25
1
caucasian
'Asian/Pacific Islander/Asian-American'
false
4
8
25
20
25
20
10
0
7
5
4
4
8
3
35
10
20
20
10
5
8
8
9
8
9
4
6
6
6
6
4
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
-0.19
5
4
3
5
4
true
false
false
0
false
24
24
0
caucasian
caucasian
true
4
8
25
35
30
10
0
0
6
6
6
6
5
3
35
10
20
20
10
5
8
8
9
8
9
4
5
6
5
5
5
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
-0.48
5
4
3
5
4
true
false
true
0
false
24
24
0
caucasian
caucasian
true
4
8
25
15
25
25
15
15
9
7
7
6
7
7
35
10
20
20
10
5
8
8
9
8
9
4
6
7
5
8
5
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
0
5
4
3
5
4
true
false
true
0
false
24
28
4
caucasian
caucasian
true
4
8
25
15
25
15
0
20
9
8
8
7
8
6
35
10
20
20
10
5
8
8
9
8
9
4
5
7
3
6
4
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
-0.38
5
4
3
5
4
true
false
true
0
false
24
26
2
caucasian
caucasian
true
4
8
20
35
20
10
10
5
9
6
7
6
7
8
35
10
20
20
10
5
8
8
9
8
9
9
6
7
7
6
5
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
-0.34
5
4
3
7
4
true
false
true
0
false
24
30
6
caucasian
caucasian
true
4
8
20
20
25
25
5
5
7
6
6
5
7
5
35
10
20
20
10
5
8
8
9
8
9
2
3
4
2
6
2
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
-0.27
5
4
3
4
3
true
false
true
0
false
24
23
1
caucasian
caucasian
true
4
8
25
10
35
15
0
15
7
7
7
4
5
5
35
10
20
20
10
5
8
8
9
8
9
4
6
5
5
5
5
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
-0.35
5
4
3
5
4
true
false
true
0
false
24
21
3
caucasian
caucasian
true
4
8
15
20
15
30
5
15
8
8
8
6
7
5
35
10
20
20
10
5
8
8
9
8
9
3
8
8
5
5
5
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
0.03
5
4
3
6
4
true
false
true
0
false
24
28
4
caucasian
caucasian
true
4
8
40
15
20
10
5
10
8
8
9
8
9
7
35
10
20
20
10
5
8
8
9
8
9
7
7
7
6
6
6
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
0.4
5
4
3
6.5
6
true
false
true
0
false
24
28
4
caucasian
caucasian
true
4
8
40
20
20
20
0
0
8
8
8
8
7
7
35
10
20
20
10
5
8
8
9
8
9
4
5
6
4
5
5
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
0.26
5
4
3
5
5
true
false
true
0
false
24
23
1
caucasian
'Black/African American'
false
4
8
20
25
25
10
10
10
8
10
10
10
10
8
35
10
20
20
10
5
8
8
9
8
9
9
8
7
10
9
8
3
3
7
10
7
7
7
2
6
6
8
8
8
6
7
10
6
-0.32
5
4
3
8.5
9
true
true
true
1
false
27
24
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
25
35
30
10
0
0
5
6
7
4
4
3
50
0
50
0
0
0
7
5
9
9
7
5
7
7
6
9
5
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
-0.13
3
0
0
5
3
true
false
false
0
false
27
24
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
25
15
25
25
15
15
7
6
6
7
7
8
50
0
50
0
0
0
7
5
9
9
7
5
7
9
5
4
6
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
-0.11
3
0
0
6
3
true
false
true
0
false
27
28
1
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
25
15
25
15
0
20
9
8
8
8
8
7
50
0
50
0
0
0
7
5
9
9
7
8
8
9
5
9
6
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
-0.19
3
0
0
8
5
true
false
true
0
false
27
30
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
20
20
25
25
5
5
5
7
7
6
5
5
50
0
50
0
0
0
7
5
9
9
7
7
9
8
7
8
8
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
0.06
3
0
0
6
5
true
false
true
0
false
27
22
5
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
30
15
25
25
5
0
5
6
8
5
8
3
50
0
50
0
0
0
7
5
9
9
7
7
8
7
9
6
4
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
0.52
3
0
0
7
2
true
false
false
0
false
27
25
2
'Asian/Pacific Islander/Asian-American'
'Asian/Pacific Islander/Asian-American'
true
1
1
20
20
20
20
5
15
7
7
8
7
7
6
50
0
50
0
0
0
7
5
9
9
7
6
8
9
9
6
6
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
0
3
0
0
7
5
true
false
true
0
false
27
23
4
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
25
10
35
15
0
15
8
7
7
9
5
4
50
0
50
0
0
0
7
5
9
9
7
5
6
7
6
7
5
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
-0.41
3
0
0
5
3
true
false
false
0
false
27
21
6
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
15
20
15
30
5
15
6
7
7
7
6
5
50
0
50
0
0
0
7
5
9
9
7
4
7
6
6
9
4
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
0.17
3
0
0
5
3
true
false
true
0
false
27
28
1
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
40
15
20
10
5
10
8
9
9
8
9
7
50
0
50
0
0
0
7
5
9
9
7
7
6
9
8
9
9
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
0.5
3
0
0
7
5
true
false
true
0
false
27
28
1
'Asian/Pacific Islander/Asian-American'
caucasian
false
1
1
40
20
20
20
0
0
7
8
8
7
8
6
50
0
50
0
0
0
7
5
9
9
7
7
6
9
8
9
9
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
0.19
3
0
0
7
5
true
false
true
0
false
27
23
4
'Asian/Pacific Islander/Asian-American'
'Black/African American'
false
1
1
20
25
25
10
10
10
6
8
10
8
7
7
50
0
50
0
0
0
7
5
9
9
7
8
8
7
9
7
5
4
1
5
9
5
5
1
2
4
9
6
6
7
5
8
10
9
0.2
3
0
0
7
3
true
false
false
0
false
30
25
5
caucasian
'Asian/Pacific Islander/Asian-American'
false
4
8
25
20
25
20
10
0
6
10
10
8
5
3
30
20
30
10
0
10
6
8
6
8
8
6
8
7
10
7
4
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.29
4
0
1
8
5
true
true
false
0
false
30
23
7
caucasian
'Asian/Pacific Islander/Asian-American'
false
4
8
20
25
20
15
10
10
6
10
10
8
10
6
30
20
30
10
0
10
6
8
6
8
8
6
8
6
6
6
5
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
0.77
4
0
1
5
3
true
false
false
0
false
30
24
6
caucasian
caucasian
true
4
8
25
35
30
10
0
0
4
4
7
3
6
4
30
20
30
10
0
10
6
8
6
8
8
5
7
7
5
7
5
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
0.09
4
0
1
6
3
true
true
false
0
false
30
24
6
caucasian
caucasian
true
4
8
25
15
25
25
15
15
6
7
7
6
6
8
30
20
30
10
0
10
6
8
6
8
8
5
6
6
2
5
7
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.15
4
0
1
4
2
true
false
true
0
false
30
28
2
caucasian
caucasian
true
4
8
25
15
25
15
0
20
6
5
7
5
7
5
30
20
30
10
0
10
6
8
6
8
8
6
6
7
3
7
3
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.41
4
0
1
5
2
true
false
false
0
false
30
26
4
caucasian
caucasian
true
4
8
20
35
20
10
10
5
6
8
7
8
8
8
30
20
30
10
0
10
6
8
6
8
8
8
7
9
5
6
4
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.49
4
0
1
6
2
true
false
false
0
false
30
30
0
caucasian
caucasian
true
4
8
20
20
25
25
5
5
5
6
7
6
6
3
30
20
30
10
0
10
6
8
6
8
8
4
5
6
7
7
4
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.18
4
0
1
6
2
true
false
true
0
false
30
25
5
caucasian
'Asian/Pacific Islander/Asian-American'
false
4
8
20
20
20
20
5
15
7
7
8
8
8
7
30
20
30
10
0
10
6
8
6
8
8
6
7
8
5
7
5
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.15
4
0
1
7
2
true
false
true
0
false
30
27
3
caucasian
'Black/African American'
false
4
8
35
10
20
15
10
10
6
8
8
8
8
5
30
20
30
10
0
10
6
8
6
8
8
7
9
7
7
10
5
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.46
4
0
1
7
3
true
true
false
0
false
30
23
7
caucasian
caucasian
true
4
8
25
10
35
15
0
15
6
9
8
6
5
4
30
20
30
10
0
10
6
8
6
8
8
7
5
9
1
9
2
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
0.3
4
0
1
3
1
true
false
false
0
false
30
21
9
caucasian
caucasian
true
4
8
15
20
15
30
5
15
5
7
6
6
6
6
30
20
30
10
0
10
6
8
6
8
8
9
9
8
9
7
9
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.22
4
0
1
8
4
true
true
false
0
false
30
28
2
caucasian
caucasian
true
4
8
40
15
20
10
5
10
7
9
9
7
9
7
30
20
30
10
0
10
6
8
6
8
8
8
7
5
6
7
4
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.24
4
0
1
6
3
true
false
false
0
false
30
28
2
caucasian
caucasian
true
4
8
40
20
20
20
0
0
5
8
8
7
7
7
30
20
30
10
0
10
6
8
6
8
8
5
6
5
5
6
8
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.29
4
0
1
5
2
true
false
false
0
false
30
23
7
caucasian
'Black/African American'
false
4
8
20
25
25
10
10
10
6
9
9
8
8
7
30
20
30
10
0
10
6
8
6
8
8
7
7
6
6
6
4
4
6
10
7
8
6
6
8
6
10
10
8
8
6
6
7
9
-0.15
4
0
1
5
2
true
false
false
0
false
21
23
2
'Asian/Pacific Islander/Asian-American'
'Asian/Pacific Islander/Asian-American'
true
2
2
20
25
20
15
10
10
6
9
7
6
6
3
30
5
30
15
15
5
7
7
7
7
8
5
4
5
6
7
6
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
0.35
6
5
2
5
5
true
false
false
0
false
21
24
3
'Asian/Pacific Islander/Asian-American'
caucasian
false
2
2
25
15
25
25
15
15
8
7
8
7
6
6
30
5
30
15
15
5
7
7
7
7
8
4
6
5
4
5
3
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
-0.24
6
5
2
5
4
true
false
true
0
false
21
28
7
'Asian/Pacific Islander/Asian-American'
caucasian
false
2
2
25
15
25
15
0
20
7
7
7
7
7
7
30
5
30
15
15
5
7
7
7
7
8
4
5
6
5
6
5
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
-0.05
6
5
2
5
3
true
false
true
0
false
21
30
9
'Asian/Pacific Islander/Asian-American'
caucasian
false
2
2
20
20
25
25
5
5
5
6
7
7
7
6
30
5
30
15
15
5
7
7
7
7
8
3
3
5
3
5
3
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
0.12
6
5
2
5
4
true
false
true
0
false
21
22
1
'Asian/Pacific Islander/Asian-American'
caucasian
false
2
2
30
15
25
25
5
0
7
7
7
5
5
3
30
5
30
15
15
5
7
7
7
7
8
5
4
3
3
2
2
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
0.43
6
5
2
4
4
true
false
true
0
false
21
25
4
'Asian/Pacific Islander/Asian-American'
'Asian/Pacific Islander/Asian-American'
true
2
2
20
20
20
20
5
15
8
8
7
6
7
6
30
5
30
15
15
5
7
7
7
7
8
7
8
8
7
8
6
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
-0.01
6
5
2
7
7
true
true
true
1
false
21
23
2
'Asian/Pacific Islander/Asian-American'
caucasian
false
2
2
25
10
35
15
0
15
6
6
8
2
8
1
30
5
30
15
15
5
7
7
7
7
8
3
3
4
2
2
2
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
-0.19
6
5
2
3
3
true
false
false
0
false
21
21
0
'Asian/Pacific Islander/Asian-American'
caucasian
false
2
2
15
20
15
30
5
15
6
6
6
5
5
5
30
5
30
15
15
5
7
7
7
7
8
4
4
5
4
5
3
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
0.35
6
5
2
4
3
true
false
false
0
false
21
28
7
'Asian/Pacific Islander/Asian-American'
caucasian
false
2
2
40
15
20
10
5
10
8
8
8
8
8
7
30
5
30
15
15
5
7
7
7
7
8
5
4
6
3
7
3
7
6
6
7
4
4
5
4
7
7
6
9
10
7
7
7
7
0.24
6
5
2
5
4
true
false
true
0
false
25
25
0
caucasian
'Asian/Pacific Islander/Asian-American'
false
9
7
25
20
25
20
10
0
5
6
6
5
7
3
20
23
23
22
7
5
8
9
9
9
7
6
8
9
7
7
8
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
-0.25
7
8
10
7
7
true
true
false
0
false
25
23
2
caucasian
'Asian/Pacific Islander/Asian-American'
false
9
7
20
25
20
15
10
10
3
8
7
7
10
4
20
23
23
22
7
5
8
9
9
9
7
6
8
9
8
7
9
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
0.19
7
8
10
8
6
true
false
false
0
false
25
24
1
caucasian
caucasian
true
9
7
25
35
30
10
0
0
7
4
7
3
7
5
20
23
23
22
7
5
8
9
9
9
7
6
8
8
8
7
7
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
0.26
7
8
10
8
8
true
false
true
0
false
25
28
3
caucasian
caucasian
true
9
7
25
15
25
15
0
20
8
6
7
6
7
7
20
23
23
22
7
5
8
9
9
9
7
7
8
9
7
8
9
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
-0.01
7
8
10
8
8
true
true
true
1
false
25
26
1
caucasian
caucasian
true
9
7
20
35
20
10
10
5
8
8
8
6
9
8
20
23
23
22
7
5
8
9
9
9
7
8
8
9
9
8
10
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
0.01
7
8
10
8
8
true
true
true
1
false
25
30
5
caucasian
caucasian
true
9
7
20
20
25
25
5
5
7
5
6
5
6
4
20
23
23
22
7
5
8
9
9
9
7
5
6
8
8
7
8
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
-0.21
7
8
10
6
8
true
false
true
0
false
25
22
3
caucasian
caucasian
true
9
7
30
15
25
25
5
0
7
7
8
5
5
4
20
23
23
22
7
5
8
9
9
9
7
8
8
7
8
7
6
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
0.45
7
8
10
7
7
true
true
false
0
false
25
25
0
caucasian
'Asian/Pacific Islander/Asian-American'
false
9
7
20
20
20
20
5
15
8
8
10
5
6
5
20
23
23
22
7
5
8
9
9
9
7
7
9
9
9
9
10
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
0.18
7
8
10
8
8
true
true
true
1
false
25
23
2
caucasian
caucasian
true
9
7
25
10
35
15
0
15
8
4
8
1
7
1
20
23
23
22
7
5
8
9
9
9
7
8
8
6
6
7
6
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
0.09
7
8
10
7
5
true
true
false
0
false
25
21
4
caucasian
caucasian
true
9
7
15
20
15
30
5
15
7
7
8
6
6
5
20
23
23
22
7
5
8
9
9
9
7
6
7
10
7
7
9
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
0.43
7
8
10
7
8
true
false
true
0
false
25
28
3
caucasian
caucasian
true
9
7
40
15
20
10
5
10
8
7
8
8
8
6
20
23
23
22
7
5
8
9
9
9
7
8
8
8
8
8
6
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
-0.2
7
8
10
8
7
true
true
true
1
false
25
28
3
caucasian
caucasian
true
9
7
40
20
20
20
0
0
8
8
9
7
8
7
20
23
23
22
7
5
8
9
9
9
7
6
8
8
6
7
9
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
-0.29
7
8
10
7
8
true
false
true
0
false
25
23
2
caucasian
'Black/African American'
false
9
7
20
25
25
10
10
10
8
8
8
9
9
8
20
23
23
22
7
5
8
9
9
9
7
6
8
8
8
8
6
9
7
9
8
8
8
5
6
9
7
9
8
8
7
7
8
3
0.33
7
8
10
8
8
true
false
true
0
false
26
25
1
caucasian
'Asian/Pacific Islander/Asian-American'
false
7
8
25
20
25
20
10
0
5
8
9
7
8
4
20
25
20
15
15
5
8
7
8
8
6
2
5
2
3
1
3
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
-0.04
6
8
0
2
5
true
false
false
0
false
26
24
2
caucasian
caucasian
true
7
8
25
35
30
10
0
0
6
5
5
4
5
4
20
25
20
15
15
5
8
7
8
8
6
1
1
1
1
1
1
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
0.05
6
8
0
1
6
true
false
true
0
false
26
28
2
caucasian
caucasian
true
7
8
25
15
25
15
0
20
7
7
8
7
7
7
20
25
20
15
15
5
8
7
8
8
6
2
2
5
2
8
4
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
-0.06
6
8
0
3
5
true
false
true
0
false
26
26
0
caucasian
caucasian
true
7
8
20
35
20
10
10
5
6
7
8
6
9
7
20
25
20
15
15
5
8
7
8
8
6
2
5
4
3
4
2
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
0.29
6
8
0
3
5
true
false
false
0
false
26
30
4
caucasian
caucasian
true
7
8
20
20
25
25
5
5
6
6
6
5
8
4
20
25
20
15
15
5
8
7
8
8
6
1
3
5
1
2
1
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
0.16
6
8
0
1
6
true
false
true
0
false
26
22
4
caucasian
caucasian
true
7
8
30
15
25
25
5
0
6
8
7
7
9
4
20
25
20
15
15
5
8
7
8
8
6
3
1
2
2
2
3
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
0.28
6
8
0
2
5
true
false
false
0
false
26
25
1
caucasian
'Asian/Pacific Islander/Asian-American'
false
7
8
20
20
20
20
5
15
8
8
7
7
10
5
20
25
20
15
15
5
8
7
8
8
6
4
5
8
8
10
8
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
0
6
8
0
8
5
true
true
true
1
false
26
23
3
caucasian
caucasian
true
7
8
25
10
35
15
0
15
5
6
8
5
5
2
20
25
20
15
15
5
8
7
8
8
6
5
2
6
2
5
4
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
-0.47
6
8
0
5
6
true
true
true
1
false
26
21
5
caucasian
caucasian
true
7
8
15
20
15
30
5
15
6
6
6
7
5
5
20
25
20
15
15
5
8
7
8
8
6
1
5
5
2
5
2
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
-0.15
6
8
0
3
6
true
false
true
0
false
26
28
2
caucasian
caucasian
true
7
8
40
15
20
10
5
10
7
8
8
7
8
6
20
25
20
15
15
5
8
7
8
8
6
9
8
8
5
6
7
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
0.77
6
8
0
7
6
true
true
false
0
false
26
28
2
caucasian
caucasian
true
7
8
40
20
20
20
0
0
9
8
7
6
7
6
20
25
20
15
15
5
8
7
8
8
6
3
4
6
4
5
2
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
0.83
6
8
0
4
5
true
false
false
0
false
26
23
3
caucasian
'Black/African American'
false
7
8
20
25
25
10
10
10
6
9
9
8
9
7
20
25
20
15
15
5
8
7
8
8
6
5
6
8
6
8
4
6
1
4
6
7
7
7
1
3
9
1
9
6
6
7
5
1
-0.12
6
8
0
5
5
true
false
true
0
false
27
25
2
caucasian
'Asian/Pacific Islander/Asian-American'
false
5
8
25
20
25
20
10
0
4
6
8
7
6
3
10
10
30
25
10
15
7
8
7
9
5
2
4
5
4
4
3
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
0.13
7
3
6
3
6
true
false
false
0
false
27
24
3
caucasian
caucasian
true
5
8
25
35
30
10
0
0
4
6
7
3
6
4
10
10
30
25
10
15
7
8
7
9
5
4
7
8
2
6
2
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
-0.02
7
3
6
3
2
true
false
false
0
false
27
24
3
caucasian
caucasian
true
5
8
25
15
25
25
15
15
5
5
6
5
7
5
10
10
30
25
10
15
7
8
7
9
5
7
6
8
6
9
6
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
0.31
7
3
6
7
7
true
true
true
1
false
27
28
1
caucasian
caucasian
true
5
8
25
15
25
15
0
20
6
7
6
6
5
6
10
10
30
25
10
15
7
8
7
9
5
6
4
7
4
5
2
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
-0.01
7
3
6
4
3
true
false
true
0
false
27
26
1
caucasian
caucasian
true
5
8
20
35
20
10
10
5
6
8
9
8
9
7
10
10
30
25
10
15
7
8
7
9
5
8
5
9
7
6
5
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
0.09
7
3
6
6
6
true
true
false
0
false
27
22
5
caucasian
caucasian
true
5
8
30
15
25
25
5
0
3
6
6
5
4
4
10
10
30
25
10
15
7
8
7
9
5
8
5
6
9
4
6
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
0.57
7
3
6
7
6
true
true
false
0
false
27
25
2
caucasian
'Asian/Pacific Islander/Asian-American'
false
5
8
20
20
20
20
5
15
6
8
8
6
8
3
10
10
30
25
10
15
7
8
7
9
5
6
5
5
4
4
4
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
-0.01
7
3
6
3
3
true
false
false
0
false
27
23
4
caucasian
caucasian
true
5
8
25
10
35
15
0
15
2
9
9
3
7
7
10
10
30
25
10
15
7
8
7
9
5
7
4
7
7
6
8
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
-0.47
7
3
6
6
2
true
true
false
0
false
27
21
6
caucasian
caucasian
true
5
8
15
20
15
30
5
15
5
7
6
7
6
5
10
10
30
25
10
15
7
8
7
9
5
2
6
6
6
4
5
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
-0.05
7
3
6
5
5
true
true
true
1
false
27
28
1
caucasian
caucasian
true
5
8
40
15
20
10
5
10
7
8
8
7
8
7
10
10
30
25
10
15
7
8
7
9
5
7
7
7
4
7
4
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
0.46
7
3
6
6
4
true
true
false
0
false
27
28
1
caucasian
caucasian
true
5
8
40
20
20
20
0
0
6
8
7
6
8
6
10
10
30
25
10
15
7
8
7
9
5
4
3
4
2
3
3
6
4
6
10
9
8
7
6
7
5
6
10
7
8
7
4
9
0.68
7
3
6
3
3
true
false
false
0
false
23
25
2
'Black/African American'
'Asian/Pacific Islander/Asian-American'
false
8
1
25
20
25
20
10
0
8
9
10
9
10
7
50
10
20
10
10
0
8
2
7
8
8
2
8
10
3
10
3
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
-0.15
2
12
3
5
1
true
false
false
0
false
23
24
1
'Black/African American'
caucasian
false
8
1
25
35
30
10
0
0
4
6
7
6
7
2
50
10
20
10
10
0
8
2
7
8
8
3
7
10
4
8
2
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
-0.61
2
12
3
5
1
true
false
false
0
false
23
24
1
'Black/African American'
caucasian
false
8
1
25
15
25
25
15
15
7
6
6
7
6
5
50
10
20
10
10
0
8
2
7
8
8
5
10
7
4
5
7
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
-0.16
2
12
3
5
1
true
false
true
0
false
23
28
5
'Black/African American'
caucasian
false
8
1
25
15
25
15
0
20
6
6
7
9
7
7
50
10
20
10
10
0
8
2
7
8
8
6
6
8
3
8
3
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
-0.19
2
12
3
4
1
true
false
true
0
false
23
26
3
'Black/African American'
caucasian
false
8
1
20
35
20
10
10
5
8
8
8
10
8
7
50
10
20
10
10
0
8
2
7
8
8
10
6
6
9
5
3
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
-0.32
2
12
3
6
2
true
false
true
0
false
23
30
7
'Black/African American'
caucasian
false
8
1
20
20
25
25
5
5
6
7
7
6
6
6
50
10
20
10
10
0
8
2
7
8
8
7
9
7
7
4
3
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
-0.14
2
12
3
8
2
true
false
true
0
false
23
25
2
'Black/African American'
'Asian/Pacific Islander/Asian-American'
false
8
1
20
20
20
20
5
15
8
7
7
8
8
4
50
10
20
10
10
0
8
2
7
8
8
9
9
9
8
5
3
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
-0.36
2
12
3
7
2
true
true
true
1
false
23
23
0
'Black/African American'
caucasian
false
8
1
25
10
35
15
0
15
6
8
8
6
7
7
50
10
20
10
10
0
8
2
7
8
8
8
7
9
8
8
3
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
-0.3
2
12
3
7
1
true
false
false
0
false
23
21
2
'Black/African American'
caucasian
false
8
1
15
20
15
30
5
15
7
7
7
7
7
5
50
10
20
10
10
0
8
2
7
8
8
2
9
9
3
8
3
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
0.32
2
12
3
6
2
true
false
false
0
false
23
28
5
'Black/African American'
caucasian
false
8
1
40
15
20
10
5
10
6
9
9
8
9
6
50
10
20
10
10
0
8
2
7
8
8
3
9
9
3
9
5
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
0.22
2
12
3
2
1
true
false
false
0
false
23
28
5
'Black/African American'
caucasian
false
8
1
40
20
20
20
0
0
6
8
9
7
8
6
50
10
20
10
10
0
8
2
7
8
8
3
9
9
5
9
5
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
0.11
2
12
3
5
1
true
false
false
0
false
23
23
0
'Black/African American'
'Black/African American'
true
8
1
20
25
25
10
10
10
8
10
10
10
10
10
50
10
20
10
10
0
8
2
7
8
8
8
8
8
8
9
8
7
2
7
10
2
2
7
4
7
2
8
8
10
10
10
10
2
0.11
2
12
3
9
6
true
true
true
1
false
24
25
1
'Latino/Hispanic American'
'Asian/Pacific Islander/Asian-American'
false
6
4
25
20
25
20
10
0
3
10
9
10
4
4
20
20
20
15
15
10
6
9
6
8
7
6
7
9
9
9
8
3
2
4
10
10
8
7
1
5
10
9
9
10
9
9
10
1
0.07
2
5
3
7
6
true
true
false
0
false
24
24
0
'Latino/Hispanic American'
caucasian
false
6
4
25
35
30
10
0
0
3
7
7
7
5
3
20
20
20
15
15
10
6
9
6
8
7
7
9
8
7
6
5
3
2
4
10
10
8
7
1
5
10
9
9
10
9
9
10
1
-0.23
2
5
3
8
7
true
true
false
0
false
24
24
0
'Latino/Hispanic American'
caucasian
false
6
4
25
15
25
25
15
15
8
5
5
5
5
4
20
20
20
15
15
10
6
9
6
8
7
4
7
7
4
5
1
3
2
4
10
10
8
7
1
5
10
9
9
10
9
9
10
1
-0.01
2
5
3
2
1
true
false
true
0
false
24
28
4
'Latino/Hispanic American'
caucasian
false
6
4
25
15
25
15
0
20
5
7
5
5
6
5
20
20
20
15
15
10
6
9
6
8
7
4
5
7
1
5
1
3
2
4
10
10
8
7
1
5
10
9
9
10
9
9
10
1
-0.08
2
5
3
5
1
true
false
false
0
false
24
30
6
'Latino/Hispanic American'
caucasian
false
6
4
20
20
25
25
5
5
3
7
6
5
5
6
20
20
20
15
15
10
6
9
6
8
7
5
5
8
8
5
7
3
2
4
10
10
8
7
1
5
10
9
9
10
9
9
10
1
0.12
2
5
3
7
5
true
true
true
1