DataFrame
Compared
891
ROWS
418
0
DUPLICATES
0
322.6 kb
RAM
148.3 kb
12
FEATURES
11
6
CATEGORICAL
5
3
NUMERICAL
3
3
TEXT
3
2.0.9
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
PassengerId
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
891
(100%)
418
(100%)
ZEROES:
---
---
MAX
891
1,309
95%
846
1,288
Q3
668
1,205
MEDIAN
446
1,100
AVG
446
1,100
Q1
224
996
5%
46
913
MIN
1
892
RANGE
890
417
IQR
445
208
STD
257
121
VAR
66,231
14,595
KURT.
-1.20
-1.20
SKEW
0.00
0.00
SUM
397k
460k
2
Survived
VALUES:
891
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
3
Pclass
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
3
(<1%)
3
(<1%)
4
Name
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
891
(100%)
418
(100%)
1
<1%
-
-
Moraweck, Dr. Ernest
1
<1%
-
-
Christmann, Mr. Emil
1
<1%
-
-
Braund, Mr. Lewis Richard
1
<1%
-
-
Moran, Mr. James
1
<1%
-
-
Ekstrom, Mr. Johan
1
<1%
-
-
Boulos, Mr. Hanna
1
<1%
-
-
Bystrom, Mrs. (Karolina)
884
>99%
418
100%
(Other)
5
Sex
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(<1%)
6
Age
VALUES:
714
(80%)
332
(79%)
MISSING:
177
(20%)
86
(21%)
DISTINCT:
88
(10%)
79
(19%)
ZEROES:
---
---
MAX
80.0
76.0
95%
56.0
57.0
Q3
38.0
39.0
AVG
29.7
30.3
MEDIAN
28.0
27.0
Q1
20.1
21.0
5%
4.0
8.0
MIN
0.4
0.2
RANGE
79.6
75.8
IQR
17.9
18.0
STD
14.5
14.2
VAR
211
201
KURT.
0.178
0.084
SKEW
0.389
0.457
SUM
21,205
10,050
7
SibSp
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
7
(<1%)
7
(2%)
8
Parch
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
7
(<1%)
8
(2%)
9
Ticket
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
681
(76%)
363
(87%)
7
<1%
-
-
347082
7
<1%
1
<1%
1601
7
<1%
4
<1%
CA. 2343
6
<1%
1
<1%
3101295
6
<1%
-
-
347088
6
<1%
2
<1%
CA 2144
5
<1%
2
<1%
S.O.C. 14879
847
95%
408
98%
(Other)
10
Fare
VALUES:
891
(100%)
417
(>99%)
MISSING:
---
1
(<1%)
DISTINCT:
248
(28%)
169
(40%)
ZEROES:
15
(2%)
2
(<1%)
MAX
512
512
95%
112
152
Q3
31
32
AVG
32
36
MEDIAN
14
14
Q1
8
8
5%
7
7
MIN
0
0
RANGE
512
512
IQR
23.1
23.6
STD
49.7
55.9
VAR
2,469
3,126
KURT.
33.4
17.9
SKEW
4.79
3.69
SUM
28,694
14,857
11
Cabin
VALUES:
204
(23%)
91
(22%)
MISSING:
687
(77%)
327
(78%)
DISTINCT:
147
(16%)
76
(18%)
4
2%
-
-
B96 B98
4
2%
1
1%
G6
4
2%
2
2%
C23 C25 C27
3
1%
1
1%
C22 C26
3
1%
1
1%
D
3
1%
-
-
E101
3
1%
1
1%
F2
180
88%
85
93%
(Other)
12
Embarked
VALUES:
889
(>99%)
418
(100%)
MISSING:
2
(<1%)
---
DISTINCT:
3
(<1%)
3
(<1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). 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 "Compared"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). 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%
0
0.0%
588
1
0.1%
0
0.0%
589
1
0.1%
0
0.0%
590
1
0.1%
0
0.0%
591
1
0.1%
0
0.0%
592
1
0.1%
0
0.0%
593
1
0.1%
0
0.0%
594
1
0.1%
0
0.0%
595
1
0.1%
0
0.0%
596
1
0.1%
0
0.0%
597
1
0.1%
0
0.0%
598
1
0.1%
0
0.0%
600
1
0.1%
0
0.0%
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%
0
0.0%
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%
0
0.0%
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%
0
0.0%
14
1
0.1%
0
0.0%
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%
0
0.0%
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%
1
342
38%
ALL
891
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%
218
52%
1
216
24%
107
26%
2
184
21%
93
22%
ALL
891
100%
418
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%
-
-
Moraweck, Dr. Ernest
1
<1%
-
-
Christmann, Mr. Emil
1
<1%
-
-
Braund, Mr. Lewis Richard
1
<1%
-
-
Moran, Mr. James
1
<1%
-
-
Ekstrom, Mr. Johan
1
<1%
-
-
Boulos, Mr. Hanna
1
<1%
-
-
Bystrom, Mrs. (Karolina)
1
<1%
-
-
Mallet, Mr. Albert
1
<1%
-
-
Lindell, Mr. Edvard Bengtsson
1
<1%
-
-
Gronnestad, Mr. Daniel Danielsen
1
<1%
-
-
Barber, Miss. Ellen "Nellie"
1
<1%
-
-
Cherry, Miss. Gladys
1
<1%
-
-
Young, Miss. Marie Grice
1
<1%
-
-
McCarthy, Mr. Timothy J
1
<1%
-
-
Allison, Master. Hudson Trevor
1
<1%
-
-
O'Leary, Miss. Hanora "Norah"
1
<1%
-
-
Jensen, Mr. Niels Peder
1
<1%
-
-
Celotti, Mr. Francesco
1
<1%
-
-
Attalah, Mr. Sleiman
1
<1%
-
-
Meo, Mr. Alfonzo
1
<1%
-
-
Thorneycroft, Mr. Percival
1
<1%
-
-
Backstrom, Mr. Karl Alfred
1
<1%
-
-
Hanna, Mr. Mansour
1
<1%
-
-
Shorney, Mr. Charles Joseph
1
<1%
-
-
Hippach, Mrs. Louis Albert (Ida Sophia Fischer)
1
<1%
-
-
Simmons, Mr. John
1
<1%
-
-
Asplund, Miss. Lillian Gertrud
1
<1%
-
-
Sloper, Mr. William Thompson
1
<1%
-
-
Richard, Mr. Emile
1
<1%
-
-
Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)
1
<1%
-
-
Abelson, Mrs. Samuel (Hannah Wizosky)
1
<1%
-
-
Frolicher, Miss. Hedwig Margaritha
1
<1%
-
-
Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)
1
<1%
-
-
Skoog, Mrs. William (Anna Bernhardina Karlsson)
1
<1%
-
-
Kvillner, Mr. Johan Henrik Johannesson
1
<1%
-
-
Cook, Mr. Jacob
1
<1%
-
-
Kent, Mr. Edward Austin
1
<1%
-
-
Panula, Master. Eino Viljami
1
<1%
-
-
Gustafsson, Mr. Karl Gideon
1
<1%
-
-
Shellard, Mr. Frederick William
1
<1%
-
-
Renouf, Mrs. Peter Henry (Lillian Jefferys)
1
<1%
-
-
Masselmani, Mrs. Fatima
1
<1%
-
-
Calic, Mr. Petar
1
<1%
-
-
Fortune, Miss. Mabel Helen
1
<1%
-
-
Gustafsson, Mr. Johan Birger
1
<1%
-
-
Dantcheff, Mr. Ristiu
1
<1%
-
-
Johansson, Mr. Erik
1
<1%
-
-
Warren, Mrs. Frank Manley (Anna Sophia Atkinson)
1
<1%
-
-
Funk, Miss. Annie Clemmer
1
<1%
-
-
Carter, Mrs. Ernest Courtenay (Lilian Hughes)
1
<1%
-
-
Zabour, Miss. Thamine
1
<1%
-
-
Paulner, Mr. Uscher
1
<1%
-
-
Pekoniemi, Mr. Edvard
1
<1%
-
-
Panula, Master. Urho Abraham
1
<1%
-
-
Bradley, Mr. George ("George Arthur Brayton")
1
<1%
-
-
Palsson, Miss. Stina Viola
1
<1%
-
-
Vestrom, Miss. Hulda Amanda Adolfina
1
<1%
-
-
Healy, Miss. Hanora "Nora"
1
<1%
-
-
Mitkoff, Mr. Mito
1
<1%
-
-
Moran, Miss. Bertha
831
93%
418
100%
(Other)
Sex
MISSING:
---
---
TOP CATEGORIES

male
577
65%
266
64%
female
314
35%
152
36%
ALL
891
100%
418
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%)
86
(21%)
>
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%
17
5.1%
22.0
27
3.8%
16
4.8%
18.0
26
3.6%
13
3.9%
28.0
25
3.5%
7
2.1%
19.0
25
3.5%
4
1.2%
30.0
25
3.5%
15
4.5%
21.0
24
3.4%
17
5.1%
25.0
23
3.2%
11
3.3%
36.0
22
3.1%
9
2.7%
29.0
20
2.8%
10
3.0%
27.0
18
2.5%
12
3.6%
32.0
18
2.5%
6
1.8%
26.0
18
2.5%
12
3.6%
35.0
18
2.5%
5
1.5%
31.0
17
2.4%
6
1.8%
SMALLEST VALUES

0.42
1
0.1%
0
0.0%
0.67
1
0.1%
0
0.0%
0.75
2
0.3%
1
0.3%
0.83
2
0.3%
1
0.3%
0.92
1
0.1%
1
0.3%
1.0
7
1.0%
3
0.9%
2.0
10
1.4%
2
0.6%
3.0
6
0.8%
1
0.3%
4.0
10
1.4%
0
0.0%
5.0
4
0.6%
1
0.3%
6.0
3
0.4%
3
0.9%
7.0
3
0.4%
1
0.3%
8.0
4
0.6%
2
0.6%
9.0
8
1.1%
2
0.6%
10.0
2
0.3%
2
0.6%
LARGEST VALUES

80.0
1
0.1%
0
0.0%
74.0
1
0.1%
0
0.0%
71.0
2
0.3%
0
0.0%
70.5
1
0.1%
0
0.0%
70.0
2
0.3%
0
0.0%
66.0
1
0.1%
0
0.0%
65.0
3
0.4%
0
0.0%
64.0
2
0.3%
3
0.9%
63.0
2
0.3%
2
0.6%
62.0
4
0.6%
1
0.3%
61.0
3
0.4%
2
0.6%
60.0
4
0.6%
3
0.9%
59.0
2
0.3%
1
0.3%
58.0
5
0.7%
1
0.3%
57.0
2
0.3%
3
0.9%
SibSp
MISSING:
---
---
TOP CATEGORIES

0
608
68%
283
68%
1
209
23%
110
26%
2
28
3%
14
3%
4
18
2%
4
<1%
3
16
2%
4
<1%
8
7
<1%
2
<1%
5
5
<1%
1
<1%
ALL
891
100%
418
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%
324
78%
1
118
13%
52
12%
2
80
9%
33
8%
3
5
<1%
3
<1%
5
5
<1%
1
<1%
4
4
<1%
2
<1%
6
1
<1%
1
<1%
9
0
0%
2
<1%
ALL
891
100%
418
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%
-
-
347082
7
<1%
1
<1%
1601
7
<1%
4
<1%
CA. 2343
6
<1%
1
<1%
3101295
6
<1%
-
-
347088
6
<1%
2
<1%
CA 2144
5
<1%
2
<1%
S.O.C. 14879
5
<1%
1
<1%
382652
4
<1%
1
<1%
349909
4
<1%
-
-
LINE
4
<1%
2
<1%
113781
4
<1%
1
<1%
W./C. 6608
4
<1%
3
<1%
347077
4
<1%
1
<1%
4133
4
<1%
2
<1%
19950
4
<1%
-
-
113760
4
<1%
-
-
2666
4
<1%
-
-
17421
4
<1%
1
<1%
PC 17757
3
<1%
-
-
29106
3
<1%
-
-
230080
3
<1%
-
-
PC 17582
3
<1%
-
-
F.C.C. 13529
3
<1%
-
-
345773
3
<1%
-
-
347742
3
<1%
-
-
13502
3
<1%
1
<1%
PC 17760
3
<1%
-
-
371110
3
<1%
-
-
248727
3
<1%
-
-
35273
3
<1%
-
-
239853
3
<1%
-
-
C.A. 31921
3
<1%
1
<1%
C.A. 34651
3
<1%
-
-
110413
3
<1%
-
-
363291
3
<1%
-
-
PC 17572
3
<1%
1
<1%
SC/Paris 2123
3
<1%
-
-
110152
3
<1%
1
<1%
PC 17755
3
<1%
1
<1%
24160
2
<1%
2
<1%
C.A. 33112
2
<1%
-
-
250647
2
<1%
-
-
13507
2
<1%
1
<1%
367226
2
<1%
-
-
376564
2
<1%
-
-
113572
2
<1%
-
-
2659
2
<1%
1
<1%
S.C./PARIS 2079
2
<1%
1
<1%
C.A. 2673
2
<1%
-
-
17474
2
<1%
2
<1%
36928
2
<1%
-
-
2665
2
<1%
-
-
347054
2
<1%
-
-
2908
2
<1%
-
-
364849
2
<1%
1
<1%
2668
2
<1%
-
-
35281
2
<1%
-
-
11967
2
<1%
-
-
250655
2
<1%
1
<1%
29750
695
78%
382
91%
(Other)
Fare
MISSING:
---
1
(<1%)
>
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%
17
4.1%
13.0
42
4.7%
17
4.1%
7.8958
38
4.3%
11
2.6%
7.75
34
3.8%
21
5.0%
26.0
31
3.5%
19
4.6%
10.5
24
2.7%
11
2.6%
7.925
18
2.0%
5
1.2%
7.775
16
1.8%
10
2.4%
0.0
15
1.7%
2
0.5%
26.55
15
1.7%
7
1.7%
7.2292
15
1.7%
9
2.2%
8.6625
13
1.5%
8
1.9%
7.25
13
1.5%
5
1.2%
7.8542
13
1.5%
8
1.9%
7.225
12
1.3%
9
2.2%
SMALLEST VALUES

0.0
15
1.7%
2
0.5%
4.0125
1
0.1%
0
0.0%
5.0
1
0.1%
0
0.0%
6.2375
1
0.1%
0
0.0%
6.4375
1
0.1%
2
0.5%
6.45
1
0.1%
0
0.0%
6.4958
2
0.2%
1
0.2%
6.75
2
0.2%
0
0.0%
6.8583
1
0.1%
0
0.0%
6.95
1
0.1%
1
0.2%
6.975
2
0.2%
0
0.0%
7.0458
1
0.1%
0
0.0%
7.05
7
0.8%
2
0.5%
7.0542
2
0.2%
0
0.0%
7.125
4
0.4%
0
0.0%
LARGEST VALUES

512.3292
3
0.3%
1
0.2%
263.0
4
0.4%
2
0.5%
262.375
2
0.2%
5
1.2%
247.5208
2
0.2%
1
0.2%
227.525
4
0.4%
1
0.2%
221.7792
1
0.1%
3
0.7%
211.5
1
0.1%
4
1.0%
211.3375
3
0.3%
1
0.2%
164.8667
2
0.2%
2
0.5%
153.4625
3
0.3%
0
0.0%
151.55
4
0.4%
2
0.5%
146.5208
2
0.2%
1
0.2%
135.6333
3
0.3%
1
0.2%
134.5
2
0.2%
3
0.7%
133.65
2
0.2%
0
0.0%
Cabin
MISSING:
687
(77%)
327
(78%)
4
2%
-
-
B96 B98
4
2%
1
1%
G6
4
2%
2
2%
C23 C25 C27
3
1%
1
1%
C22 C26
3
1%
1
1%
D
3
1%
-
-
E101
3
1%
1
1%
F2
3
1%
1
1%
F33
2
<1%
-
-
E121
2
<1%
-
-
C52
2
<1%
-
-
B28
2
<1%
-
-
C125
2
<1%
-
-
E24
2
<1%
2
2%
F4
2
<1%
-
-
F G73
2
<1%
-
-
D35
2
<1%
-
-
B18
2
<1%
-
-
C68
2
<1%
-
-
D20
2
<1%
2
2%
C78
2
<1%
-
-
C93
2
<1%
-
-
B49
2
<1%
-
-
C126
2
<1%
-
-
E67
2
<1%
-
-
C2
2
<1%
-
-
B22
2
<1%
-
-
C123
2
<1%
-
-
C124
2
<1%
-
-
C83
2
<1%
-
-
C92
2
<1%
-
-
D17
2
<1%
-
-
B20
2
<1%
-
-
B5
2
<1%
-
-
D26
2
<1%
-
-
B35
2
<1%
-
-
E25
2
<1%
-
-
C65
2
<1%
-
-
D33
2
<1%
-
-
B77
2
<1%
-
-
E44
2
<1%
-
-
E33
2
<1%
1
1%
B51 B53 B55
2
<1%
-
-
E8
2
<1%
-
-
D36
2
<1%
1
1%
B58 B60
2
<1%
3
3%
B57 B59 B63 B66
1
<1%
-
-
F E69
1
<1%
-
-
C90
1
<1%
-
-
A24
1
<1%
-
-
D56
1
<1%
-
-
B102
1
<1%
-
-
E77
1
<1%
-
-
A6
1
<1%
1
1%
C54
1
<1%
-
-
D11
1
<1%
-
-
C95
1
<1%
-
-
E17
1
<1%
-
-
E10
1
<1%
2
2%
E34
1
<1%
1
1%
D15
87
43%
71
78%
(Other)
Embarked
MISSING:
2
(<1%)
---
TOP CATEGORIES

S
644
72%
270
65%
C
168
19%
102
24%
Q
77
9%
46
11%
ALL
889
100%
418
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