Titanic
Titanic_sample
891
ROWS
200
0
DUPLICATES
0
322.6 kb
RAM
72.2 kb
12
FEATURES
12
6
CATEGORICAL
6
3
NUMERICAL
3
3
TEXT
3
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
PassengerId
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
891
(100%)
200
(100%)
ZEROES:
---
---
MAX
891
884
95%
846
826
Q3
668
648
MEDIAN
446
435
AVG
446
433
Q1
224
189
5%
46
51
MIN
1
3
RANGE
890
881
IQR
445
460
STD
257
256
VAR
66,231
65,669
KURT.
-1.20
-1.28
SKEW
0.00
-0.014
SUM
397k
86,651
2
Survived
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
3
Pclass
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
3
(<1%)
3
(2%)
4
Name
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
891
(100%)
200
(100%)
1
<1%
-
-
Braund, Mr. Owen Harris
1
<1%
1
<1%
Boulos, Mr. Hanna
1
<1%
-
-
Frolicher-Stehli, Mr. Maxmillian
1
<1%
-
-
Gilinski, Mr. Eliezer
1
<1%
1
<1%
Murdlin, Mr. Joseph
1
<1%
-
-
Rintamaki, Mr. Matti
1
<1%
-
-
Stephenson, Mrs. Walter Bertram (Martha Eustis)
884
>99%
198
99%
(Other)
5
Sex
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(1%)
6
Age
VALUES:
714
(80%)
154
(77%)
MISSING:
177
(20%)
46
(23%)
DISTINCT:
88
(10%)
64
(32%)
ZEROES:
---
---
MAX
80.0
71.0
95%
56.0
60.3
Q3
38.0
39.8
AVG
29.7
30.2
MEDIAN
28.0
29.5
Q1
20.1
21.2
5%
4.0
2.0
MIN
0.4
0.7
RANGE
79.6
70.3
IQR
17.9
18.5
STD
14.5
15.7
VAR
211
245
KURT.
0.178
0.075
SKEW
0.389
0.252
SUM
21,205
4,654
7
SibSp
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
7
(<1%)
7
(4%)
8
Parch
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
7
(<1%)
5
(2%)
9
Ticket
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
681
(76%)
184
(92%)
7
<1%
3
2%
347082
7
<1%
3
2%
CA. 2343
7
<1%
1
<1%
1601
6
<1%
2
1%
3101295
6
<1%
1
<1%
CA 2144
6
<1%
2
1%
347088
5
<1%
2
1%
S.O.C. 14879
847
95%
186
93%
(Other)
10
Fare
VALUES:
891
(100%)
200
(100%)
MISSING:
---
---
DISTINCT:
248
(28%)
106
(53%)
ZEROES:
15
(2%)
4
(2%)
MAX
512
263
95%
112
89
Q3
31
30
AVG
32
27
MEDIAN
14
14
Q1
8
8
5%
7
7
MIN
0
0
RANGE
512
263
IQR
23.1
21.9
STD
49.7
35.8
VAR
2,469
1,281
KURT.
33.4
16.3
SKEW
4.79
3.58
SUM
28,694
5,468
11
Cabin
VALUES:
204
(23%)
41
(20%)
MISSING:
687
(77%)
159
(80%)
DISTINCT:
147
(16%)
40
(20%)
4
2%
1
2%
C23 C25 C27
4
2%
-
-
G6
4
2%
2
5%
B96 B98
3
1%
-
-
C22 C26
3
1%
1
2%
D
3
1%
-
-
F33
3
1%
1
2%
E101
180
88%
36
88%
(Other)
12
Embarked
VALUES:
889
(>99%)
200
(100%)
MISSING:
2
(<1%)
---
DISTINCT:
3
(<1%)
3
(2%)
Associations
[Only including dataset "Titanic"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "Titanic_sample"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
PassengerId
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Age
0.04
Fare
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
SibSp
0.09
Parch
0.07
Sex
0.04
Pclass
0.04
Embarked
0.03
Survived
0.01
MOST FREQUENT VALUES
1
1
0.1%
0
0.0%
599
1
0.1%
1
0.5%
588
1
0.1%
0
0.0%
589
1
0.1%
0
0.0%
590
1
0.1%
1
0.5%
591
1
0.1%
0
0.0%
592
1
0.1%
0
0.0%
593
1
0.1%
1
0.5%
594
1
0.1%
0
0.0%
595
1
0.1%
1
0.5%
596
1
0.1%
0
0.0%
597
1
0.1%
0
0.0%
598
1
0.1%
1
0.5%
600
1
0.1%
1
0.5%
586
1
0.1%
0
0.0%
SMALLEST VALUES
1
1
0.1%
0
0.0%
2
1
0.1%
0
0.0%
3
1
0.1%
1
0.5%
4
1
0.1%
0
0.0%
5
1
0.1%
0
0.0%
6
1
0.1%
0
0.0%
7
1
0.1%
0
0.0%
8
1
0.1%
1
0.5%
9
1
0.1%
0
0.0%
10
1
0.1%
0
0.0%
11
1
0.1%
0
0.0%
12
1
0.1%
0
0.0%
13
1
0.1%
1
0.5%
14
1
0.1%
1
0.5%
15
1
0.1%
0
0.0%
LARGEST VALUES
891
1
0.1%
0
0.0%
890
1
0.1%
0
0.0%
889
1
0.1%
0
0.0%
888
1
0.1%
0
0.0%
887
1
0.1%
0
0.0%
886
1
0.1%
0
0.0%
885
1
0.1%
0
0.0%
884
1
0.1%
1
0.5%
883
1
0.1%
0
0.0%
882
1
0.1%
0
0.0%
881
1
0.1%
0
0.0%
880
1
0.1%
0
0.0%
879
1
0.1%
0
0.0%
878
1
0.1%
0
0.0%
877
1
0.1%
0
0.0%
Survived
MISSING:
---
---
TOP CATEGORIES
0
549
62%
135
68%
1
342
38%
65
32%
ALL
891
100%
200
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Survived
PROVIDES INFORMATION ON...
Sex
0.23
Pclass
0.06
SibSp
0.03
Embarked
0.02
Parch
0.02

THESE FEATURES
GIVE INFORMATION
ON Survived:
Sex
0.23
Pclass
0.09
SibSp
0.03
Embarked
0.03
Parch
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Survived
CORRELATION RATIO WITH...
Fare
0.26
Age
0.01
PassengerId
0.01
Pclass
MISSING:
---
---
TOP CATEGORIES
3
491
55%
116
58%
1
216
24%
41
20%
2
184
21%
43
22%
ALL
891
100%
200
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Pclass
PROVIDES INFORMATION ON...
Embarked
0.10
Survived
0.09
SibSp
0.04
Sex
0.01
Parch
0.01

THESE FEATURES
GIVE INFORMATION
ON Pclass:
Embarked
0.07
Survived
0.06
SibSp
0.04
Sex
0.01
Parch
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Pclass
CORRELATION RATIO WITH...
Fare
0.59
Age
0.37
PassengerId
0.04
Name
MISSING:
---
---
1
<1%
-
-
Braund, Mr. Owen Harris
1
<1%
1
<1%
Boulos, Mr. Hanna
1
<1%
-
-
Frolicher-Stehli, Mr. Maxmillian
1
<1%
-
-
Gilinski, Mr. Eliezer
1
<1%
1
<1%
Murdlin, Mr. Joseph
1
<1%
-
-
Rintamaki, Mr. Matti
1
<1%
-
-
Stephenson, Mrs. Walter Bertram (Martha Eustis)
1
<1%
1
<1%
Elsbury, Mr. William James
1
<1%
-
-
Bourke, Miss. Mary
1
<1%
1
<1%
Chapman, Mr. John Henry
1
<1%
-
-
Van Impe, Mr. Jean Baptiste
1
<1%
-
-
Leitch, Miss. Jessie Wills
1
<1%
1
<1%
Johnson, Mr. Alfred
1
<1%
-
-
Duff Gordon, Sir. Cosmo Edmund ("Mr Morgan")
1
<1%
-
-
Taussig, Miss. Ruth
1
<1%
-
-
Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)
1
<1%
1
<1%
Slabenoff, Mr. Petco
1
<1%
-
-
Harrington, Mr. Charles H
1
<1%
-
-
Torber, Mr. Ernst William
1
<1%
-
-
Homer, Mr. Harry ("Mr E Haven")
1
<1%
-
-
Lindell, Mr. Edvard Bengtsson
1
<1%
1
<1%
Karaic, Mr. Milan
1
<1%
1
<1%
Daniel, Mr. Robert Williams
1
<1%
-
-
Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)
1
<1%
-
-
Shutes, Miss. Elizabeth W
1
<1%
-
-
Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)
1
<1%
1
<1%
Jarvis, Mr. John Denzil
1
<1%
-
-
Paulner, Mr. Uscher
1
<1%
-
-
Murphy, Miss. Margaret Jane
1
<1%
1
<1%
Harris, Mr. George
1
<1%
-
-
de Messemaeker, Mrs. Guillaume Joseph (Emma)
1
<1%
1
<1%
Morrow, Mr. Thomas Rowan
1
<1%
-
-
Sivic, Mr. Husein
1
<1%
1
<1%
Norman, Mr. Robert Douglas
1
<1%
-
-
Simmons, Mr. John
1
<1%
-
-
Meanwell, Miss. (Marion Ogden)
1
<1%
1
<1%
Davies, Mr. Alfred J
1
<1%
-
-
Stoytcheff, Mr. Ilia
1
<1%
-
-
Palsson, Mrs. Nils (Alma Cornelia Berglund)
1
<1%
1
<1%
Doharr, Mr. Tannous
1
<1%
1
<1%
Jonsson, Mr. Carl
1
<1%
-
-
Appleton, Mrs. Edward Dale (Charlotte Lamson)
1
<1%
-
-
Ross, Mr. John Hugo
1
<1%
-
-
Flynn, Mr. John Irwin ("Irving")
1
<1%
-
-
Kelly, Miss. Mary
1
<1%
-
-
Rush, Mr. Alfred George John
1
<1%
-
-
Patchett, Mr. George
1
<1%
-
-
Garside, Miss. Ethel
1
<1%
1
<1%
Silvey, Mrs. William Baird (Alice Munger)
1
<1%
-
-
Caram, Mrs. Joseph (Maria Elias)
1
<1%
1
<1%
Jussila, Mr. Eiriik
1
<1%
-
-
Christy, Miss. Julie Rachel
1
<1%
-
-
Thayer, Mrs. John Borland (Marian Longstreth Morris)
1
<1%
-
-
Downton, Mr. William James
1
<1%
-
-
Jardin, Mr. Jose Neto
1
<1%
1
<1%
Horgan, Mr. John
1
<1%
1
<1%
Cook, Mr. Jacob
1
<1%
-
-
Hegarty, Miss. Hanora "Nora"
1
<1%
-
-
Foo, Mr. Choong
1
<1%
1
<1%
Baclini, Miss. Eugenie
831
93%
180
90%
(Other)
Sex
MISSING:
---
---
TOP CATEGORIES
male
577
65%
149
74%
female
314
35%
51
26%
ALL
891
100%
200
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Sex
PROVIDES INFORMATION ON...
Survived
0.23
Parch
0.04
SibSp
0.03
Embarked
0.01
Pclass
0.01

THESE FEATURES
GIVE INFORMATION
ON Sex:
Survived
0.23
Parch
0.05
SibSp
0.04
Embarked
0.01
Pclass
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Sex
CORRELATION RATIO WITH...
Fare
0.18
PassengerId
0.04
Age
0.02
Age
MISSING:
177
(20%)
46
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fare
0.10
PassengerId
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Pclass
0.37
Embarked
0.25
SibSp
0.23
Parch
0.20
Sex
0.02
Survived
0.01
MOST FREQUENT VALUES
24.0
30
4.2%
8
5.2%
22.0
27
3.8%
2
1.3%
18.0
26
3.6%
3
1.9%
28.0
25
3.5%
5
3.2%
30.0
25
3.5%
5
3.2%
19.0
25
3.5%
2
1.3%
21.0
24
3.4%
3
1.9%
25.0
23
3.2%
7
4.5%
36.0
22
3.1%
4
2.6%
29.0
20
2.8%
4
2.6%
35.0
18
2.5%
2
1.3%
32.0
18
2.5%
7
4.5%
26.0
18
2.5%
2
1.3%
27.0
18
2.5%
5
3.2%
31.0
17
2.4%
5
3.2%
SMALLEST VALUES
0.42
1
0.1%
0
0.0%
0.67
1
0.1%
1
0.6%
0.75
2
0.3%
1
0.6%
0.83
2
0.3%
1
0.6%
0.92
1
0.1%
0
0.0%
1.0
7
1.0%
3
1.9%
2.0
10
1.4%
4
2.6%
3.0
6
0.8%
1
0.6%
4.0
10
1.4%
2
1.3%
5.0
4
0.6%
1
0.6%
6.0
3
0.4%
1
0.6%
7.0
3
0.4%
1
0.6%
8.0
4
0.6%
0
0.0%
9.0
8
1.1%
1
0.6%
10.0
2
0.3%
0
0.0%
LARGEST VALUES
80.0
1
0.1%
0
0.0%
74.0
1
0.1%
0
0.0%
71.0
2
0.3%
1
0.6%
70.5
1
0.1%
1
0.6%
70.0
2
0.3%
0
0.0%
66.0
1
0.1%
1
0.6%
65.0
3
0.4%
1
0.6%
64.0
2
0.3%
1
0.6%
63.0
2
0.3%
0
0.0%
62.0
4
0.6%
1
0.6%
61.0
3
0.4%
2
1.3%
60.0
4
0.6%
2
1.3%
59.0
2
0.3%
0
0.0%
58.0
5
0.7%
0
0.0%
57.0
2
0.3%
1
0.6%
SibSp
MISSING:
---
---
TOP CATEGORIES
0
608
68%
135
68%
1
209
23%
46
23%
2
28
3%
6
3%
4
18
2%
4
2%
3
16
2%
5
2%
8
7
<1%
3
2%
5
5
<1%
1
<1%
ALL
891
100%
200
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
SibSp
PROVIDES INFORMATION ON...
Parch
0.18
Sex
0.04
Pclass
0.04
Survived
0.03
Embarked
0.03

THESE FEATURES
GIVE INFORMATION
ON SibSp:
Parch
0.15
Pclass
0.04
Sex
0.03
Survived
0.03
Embarked
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
SibSp
CORRELATION RATIO WITH...
Age
0.23
Fare
0.21
PassengerId
0.09
Parch
MISSING:
---
---
TOP CATEGORIES
0
678
76%
156
78%
1
118
13%
24
12%
2
80
9%
17
8%
5
5
<1%
1
<1%
3
5
<1%
0
0%
4
4
<1%
2
1%
6
1
<1%
0
0%
ALL
891
100%
200
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Parch
PROVIDES INFORMATION ON...
SibSp
0.15
Sex
0.05
Survived
0.02
Embarked
0.02
Pclass
0.01

THESE FEATURES
GIVE INFORMATION
ON Parch:
SibSp
0.18
Sex
0.04
Survived
0.02
Embarked
0.02
Pclass
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Parch
CORRELATION RATIO WITH...
Fare
0.26
Age
0.20
PassengerId
0.07
Ticket
MISSING:
---
---
7
<1%
3
2%
347082
7
<1%
3
2%
CA. 2343
7
<1%
1
<1%
1601
6
<1%
2
1%
3101295
6
<1%
1
<1%
CA 2144
6
<1%
2
1%
347088
5
<1%
2
1%
S.O.C. 14879
5
<1%
-
-
382652
4
<1%
2
1%
LINE
4
<1%
-
-
PC 17757
4
<1%
-
-
17421
4
<1%
1
<1%
349909
4
<1%
2
1%
113760
4
<1%
2
1%
4133
4
<1%
-
-
113781
4
<1%
-
-
W./C. 6608
4
<1%
2
1%
2666
4
<1%
1
<1%
19950
4
<1%
-
-
347077
3
<1%
1
<1%
C.A. 31921
3
<1%
-
-
PC 17572
3
<1%
-
-
C.A. 34651
3
<1%
-
-
363291
3
<1%
-
-
F.C.C. 13529
3
<1%
-
-
345773
3
<1%
-
-
248727
3
<1%
2
1%
24160
3
<1%
-
-
29106
3
<1%
1
<1%
SC/Paris 2123
3
<1%
1
<1%
35273
3
<1%
2
1%
371110
3
<1%
1
<1%
230080
3
<1%
-
-
PC 17760
3
<1%
1
<1%
239853
3
<1%
-
-
PC 17582
3
<1%
-
-
347742
3
<1%
-
-
110152
3
<1%
-
-
13502
3
<1%
-
-
110413
3
<1%
-
-
PC 17755
2
<1%
-
-
PC 17558
2
<1%
-
-
237736
2
<1%
-
-
17474
2
<1%
-
-
PC 17758
2
<1%
-
-
PP 9549
2
<1%
-
-
S.O./P.P. 3
2
<1%
-
-
P/PP 3381
2
<1%
1
<1%
PC 17485
2
<1%
-
-
2668
2
<1%
-
-
2627
2
<1%
-
-
PC 17604
2
<1%
-
-
2653
2
<1%
-
-
2665
2
<1%
-
-
113798
2
<1%
-
-
31027
2
<1%
-
-
2908
2
<1%
1
<1%
W./C. 6607
2
<1%
1
<1%
WE/P 5735
2
<1%
-
-
35281
2
<1%
1
<1%
113789
695
78%
163
82%
(Other)
Fare
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Age
0.10
PassengerId
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Pclass
0.59
Embarked
0.28
Parch
0.26
Survived
0.26
SibSp
0.21
Sex
0.18
MOST FREQUENT VALUES
8.05
43
4.8%
10
5.0%
13.0
42
4.7%
6
3.0%
7.8958
38
4.3%
10
5.0%
7.75
34
3.8%
11
5.5%
26.0
31
3.5%
8
4.0%
10.5
24
2.7%
6
3.0%
7.925
18
2.0%
5
2.5%
7.775
16
1.8%
1
0.5%
7.2292
15
1.7%
4
2.0%
0.0
15
1.7%
4
2.0%
26.55
15
1.7%
3
1.5%
7.8542
13
1.5%
1
0.5%
8.6625
13
1.5%
1
0.5%
7.25
13
1.5%
5
2.5%
7.225
12
1.3%
2
1.0%
SMALLEST VALUES
0.0
15
1.7%
4
2.0%
4.0125
1
0.1%
0
0.0%
5.0
1
0.1%
0
0.0%
6.2375
1
0.1%
1
0.5%
6.4375
1
0.1%
0
0.0%
6.45
1
0.1%
0
0.0%
6.4958
2
0.2%
0
0.0%
6.75
2
0.2%
0
0.0%
6.8583
1
0.1%
0
0.0%
6.95
1
0.1%
1
0.5%
6.975
2
0.2%
1
0.5%
7.0458
1
0.1%
0
0.0%
7.05
7
0.8%
0
0.0%
7.0542
2
0.2%
0
0.0%
7.125
4
0.4%
1
0.5%
LARGEST VALUES
512.3292
3
0.3%
0
0.0%
263.0
4
0.4%
1
0.5%
262.375
2
0.2%
0
0.0%
247.5208
2
0.2%
0
0.0%
227.525
4
0.4%
0
0.0%
221.7792
1
0.1%
0
0.0%
211.5
1
0.1%
0
0.0%
211.3375
3
0.3%
2
1.0%
164.8667
2
0.2%
1
0.5%
153.4625
3
0.3%
0
0.0%
151.55
4
0.4%
0
0.0%
146.5208
2
0.2%
0
0.0%
135.6333
3
0.3%
0
0.0%
134.5
2
0.2%
0
0.0%
133.65
2
0.2%
0
0.0%
Cabin
MISSING:
687
(77%)
159
(80%)
4
2%
1
2%
C23 C25 C27
4
2%
-
-
G6
4
2%
2
5%
B96 B98
3
1%
-
-
C22 C26
3
1%
1
2%
D
3
1%
-
-
F33
3
1%
1
2%
E101
3
1%
1
2%
F2
2
<1%
-
-
B20
2
<1%
-
-
E67
2
<1%
-
-
C125
2
<1%
1
2%
E24
2
<1%
-
-
B49
2
<1%
-
-
B77
2
<1%
-
-
D35
2
<1%
-
-
C78
2
<1%
1
2%
C93
2
<1%
-
-
C65
2
<1%
-
-
B57 B59 B63 B66
2
<1%
1
2%
B5
2
<1%
1
2%
E121
2
<1%
-
-
B51 B53 B55
2
<1%
-
-
B18
2
<1%
-
-
C124
2
<1%
1
2%
C126
2
<1%
1
2%
B35
2
<1%
1
2%
E44
2
<1%
1
2%
C92
2
<1%
-
-
C68
2
<1%
-
-
D20
2
<1%
1
2%
B22
2
<1%
-
-
E25
2
<1%
1
2%
D36
2
<1%
-
-
E8
2
<1%
1
2%
C83
2
<1%
1
2%
C2
2
<1%
-
-
D17
2
<1%
-
-
D26
2
<1%
-
-
D33
2
<1%
1
2%
F G73
2
<1%
-
-
E33
2
<1%
-
-
B28
2
<1%
1
2%
C52
2
<1%
-
-
C123
2
<1%
-
-
F4
2
<1%
-
-
B58 B60
1
<1%
-
-
A23
1
<1%
-
-
D9
1
<1%
1
2%
A20
1
<1%
1
2%
D50
1
<1%
1
2%
D28
1
<1%
-
-
D19
1
<1%
1
2%
C47
1
<1%
-
-
E17
1
<1%
-
-
B41
1
<1%
1
2%
A26
1
<1%
-
-
E68
1
<1%
-
-
A10
1
<1%
1
2%
A24
1
<1%
-
-
C101
87
43%
15
37%
(Other)
Embarked
MISSING:
2
(<1%)
---
TOP CATEGORIES
S
644
72%
150
75%
C
168
19%
30
15%
Q
77
9%
20
10%
ALL
889
100%
200
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Embarked
PROVIDES INFORMATION ON...
Pclass
0.07
Survived
0.03
SibSp
0.02
Parch
0.02
Sex
0.01

THESE FEATURES
GIVE INFORMATION
ON Embarked:
Pclass
0.10
SibSp
0.03
Survived
0.02
Parch
0.02
Sex
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Embarked
CORRELATION RATIO WITH...
Fare
0.28
Age
0.25
PassengerId
0.03