v1.0.alpha3
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
Train
Test
891
ROWS
418
0
DUPLICATES
0
326.2 kb
RAM
150.0 kb
11
FEATURES
11
5
CATEGORICAL
5
3
NUMERICAL
3
3
TEXT
3
Survived
VALUES:
891
(100%)
MISSING:
---
DISTINCT:
2
(0%)
1
PassengerId
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
891
(100%)
418
(100%)
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
Sex
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
2
(0%)
2
(0%)
3
Age
VALUES:
714
(80%)
332
(79%)
MISSING:
177
(20%)
86
(21%)
DISTINCT:
88
(10%)
79
(19%)
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
4
Name
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
891
(100%)
418
(100%)
1
0%
-
-
Johnson, Mr. Malkolm Joackim
1
0%
-
-
Madill, Miss. Georgette Alexandra
1
0%
-
-
Carlsson, Mr. Frans Olof
1
0%
-
-
Ford, Mrs. Edward (Margaret Ann Watson)
1
0%
-
-
Gavey, Mr. Lawrence
1
0%
-
-
Burns, Miss. Elizabeth Margaret
1
0%
-
-
Harris, Mr. George
884
99%
418
100%
(Other)
5
Pclass
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
3
(0%)
3
(1%)
6
SibSp
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
7
(1%)
7
(2%)
7
Parch
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
7
(1%)
8
(2%)
8
Ticket
VALUES:
891
(100%)
418
(100%)
MISSING:
---
---
DISTINCT:
681
(76%)
363
(87%)
7
1%
4
1%
CA. 2343
7
1%
1
0%
1601
7
1%
-
-
347082
6
1%
-
-
347088
6
1%
2
0%
CA 2144
6
1%
1
0%
3101295
5
1%
2
0%
S.O.C. 14879
847
95%
408
98%
(Other)
9
Fare
VALUES:
891
(100%)
417
(99%)
MISSING:
---
1
(0%)
DISTINCT:
248
(28%)
169
(40%)
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
10
Cabin
VALUES:
204
(23%)
91
(22%)
MISSING:
687
(77%)
327
(78%)
DISTINCT:
147
(16%)
76
(18%)
4
2%
1
1%
G6
4
2%
2
2%
C23 C25 C27
4
2%
-
-
B96 B98
3
1%
1
1%
C22 C26
3
1%
1
1%
D
3
1%
1
1%
F33
3
1%
-
-
E101
180
88%
85
93%
(Other)
11
Embarked
VALUES:
889
(99%)
418
(100%)
MISSING:
2
(0%)
---
DISTINCT:
3
(0%)
3
(1%)
Survived
MISSING:
---
TOP CATEGORIES

Survived
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
Associations
Showing ONLY dataset "Train"
• 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 numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "Test"
• 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 numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Survived
MISSING:
---
TOP CATEGORIES

Survived
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
PassengerId
MISSING:
---
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Age
0.04
Fare
0.01
PassengerId
0.00

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

891
1
0.1%
0
0.0%
293
1
0.1%
0
0.0%
304
1
0.1%
0
0.0%
303
1
0.1%
0
0.0%
302
1
0.1%
0
0.0%
301
1
0.1%
0
0.0%
300
1
0.1%
0
0.0%
299
1
0.1%
0
0.0%
298
1
0.1%
0
0.0%
297
1
0.1%
0
0.0%
296
1
0.1%
0
0.0%
295
1
0.1%
0
0.0%
294
1
0.1%
0
0.0%
292
1
0.1%
0
0.0%
306
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%
Sex
MISSING:
---
---
TOP CATEGORIES

Survived
male
577
65%
266
64%
109
19%
female
314
35%
152
36%
233
74%
ALL
891
100%
418
100%
342
38%
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
Age
0.00

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%
32.0
18
2.5%
6
1.8%
26.0
18
2.5%
12
3.6%
35.0
18
2.5%
5
1.5%
27.0
18
2.5%
12
3.6%
16.0
17
2.4%
2
0.6%
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%
Name
MISSING:
---
---
1
0%
-
-
Johnson, Mr. Malkolm Joackim
1
0%
-
-
Madill, Miss. Georgette Alexandra
1
0%
-
-
Carlsson, Mr. Frans Olof
1
0%
-
-
Ford, Mrs. Edward (Margaret Ann Watson)
1
0%
-
-
Gavey, Mr. Lawrence
1
0%
-
-
Burns, Miss. Elizabeth Margaret
1
0%
-
-
Harris, Mr. George
1
0%
-
-
Coxon, Mr. Daniel
1
0%
-
-
Jenkin, Mr. Stephen Curnow
1
0%
-
-
Fortune, Miss. Mabel Helen
1
0%
-
-
Astor, Mrs. John Jacob (Madeleine Talmadge Force)
1
0%
-
-
Funk, Miss. Annie Clemmer
1
0%
-
-
Corn, Mr. Harry
1
0%
-
-
Doling, Miss. Elsie
1
0%
-
-
Silvey, Mrs. William Baird (Alice Munger)
1
0%
-
-
Gheorgheff, Mr. Stanio
1
0%
-
-
Jussila, Mr. Eiriik
1
0%
-
-
Todoroff, Mr. Lalio
1
0%
-
-
Duff Gordon, Lady. (Lucille Christiana Sutherland) ("Mrs Morgan")
1
0%
-
-
Sobey, Mr. Samuel James Hayden
1
0%
-
-
Bonnell, Miss. Elizabeth
1
0%
-
-
Meek, Mrs. Thomas (Annie Louise Rowley)
1
0%
-
-
Mockler, Miss. Helen Mary "Ellie"
1
0%
-
-
Wheadon, Mr. Edward H
1
0%
-
-
Ringhini, Mr. Sante
1
0%
-
-
Andrew, Mr. Edgardo Samuel
1
0%
-
-
Lefebre, Master. Henry Forbes
1
0%
-
-
Murphy, Miss. Katherine "Kate"
1
0%
-
-
Flynn, Mr. John
1
0%
-
-
Cribb, Mr. John Hatfield
1
0%
-
-
Thayer, Mr. John Borland Jr
1
0%
-
-
Fischer, Mr. Eberhard Thelander
1
0%
-
-
Andersson, Miss. Ebba Iris Alfrida
1
0%
-
-
Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)
1
0%
-
-
Beane, Mr. Edward
1
0%
-
-
del Carlo, Mr. Sebastiano
1
0%
-
-
Montvila, Rev. Juozas
1
0%
-
-
Kink-Heilmann, Miss. Luise Gretchen
1
0%
-
-
Laleff, Mr. Kristo
1
0%
-
-
Sivic, Mr. Husein
1
0%
-
-
Sawyer, Mr. Frederick Charles
1
0%
-
-
Oreskovic, Mr. Luka
1
0%
-
-
Calic, Mr. Jovo
1
0%
-
-
Gill, Mr. John William
1
0%
-
-
Fortune, Mr. Mark
1
0%
-
-
Uruchurtu, Don. Manuel E
1
0%
-
-
Keefe, Mr. Arthur
1
0%
-
-
Bradley, Mr. George ("George Arthur Brayton")
1
0%
-
-
Frolicher, Miss. Hedwig Margaritha
1
0%
-
-
Ahlin, Mrs. Johan (Johanna Persdotter Larsson)
1
0%
-
-
Kelly, Miss. Mary
1
0%
-
-
White, Mr. Richard Frasar
1
0%
-
-
Hansen, Mr. Claus Peter
1
0%
-
-
Kenyon, Mrs. Frederick R (Marion)
1
0%
-
-
Parrish, Mrs. (Lutie Davis)
1
0%
-
-
Karlsson, Mr. Nils August
1
0%
-
-
Beckwith, Mrs. Richard Leonard (Sallie Monypeny)
1
0%
-
-
Andersson, Miss. Erna Alexandra
1
0%
-
-
Navratil, Mr. Michel ("Louis M Hoffman")
1
0%
-
-
Ali, Mr. Ahmed
831
93%
418
100%
(Other)
Pclass
MISSING:
---
---
TOP CATEGORIES

Survived
3
491
55%
218
52%
119
24%
1
216
24%
107
26%
136
63%
2
184
21%
93
22%
87
47%
ALL
891
100%
418
100%
342
38%
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
SibSp
MISSING:
---
---
TOP CATEGORIES

Survived
0
608
68%
283
68%
210
35%
1
209
23%
110
26%
112
54%
2
28
3%
14
3%
13
46%
4
18
2%
4
1%
3
17%
3
16
2%
4
1%
4
25%
8
7
1%
2
0%
0
0%
5
5
1%
1
0%
0
0%
ALL
891
100%
418
100%
342
38%
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

Survived
0
678
76%
324
78%
233
34%
1
118
13%
52
12%
65
55%
2
80
9%
33
8%
40
50%
5
5
1%
1
0%
1
20%
3
5
1%
3
1%
3
60%
4
4
0%
2
0%
0
0%
6
1
0%