diff --git "a/index.html" "b/index.html" --- "a/index.html" +++ "b/index.html" @@ -1,24 +1,6706 @@ - - - - - - My static Space - - - -
-

Welcome to your static Space!

-

- You can modify this app directly by editing index.html in the - Files and versions tab. -

-

- Also don't forget to check the - Spaces documentation. -

-
- - + + + + + + + + + + + + + + + +
+ + +
+ + + + + +
+
+ +
DataFrame
+
NO COMPARISON TARGET
+
+
+
891
+
ROWS
+
+
+
+
0
+
DUPLICATES
+
+
+
+
322.6 kb
+
RAM
+
+
+
+
+ 12 +
+
FEATURES
+
+
+
+
+
6
+
CATEGORICAL
+
+
+
+
3
+
NUMERICAL
+
+
+
+
3
+
TEXT
+
+
+ +
+
+
+ + + +
+ +
+ 2.1.4
+ Get updates, docs & report issues here
+ Created & maintained by Francois Bertrand
+ Graphic design by Jean-Francois Hains +
+
+
+ + + +
+
+
+
+
+ + +
+ 1 +
+
+ PassengerId + +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 891 +
+
+ (100%) +
+
+
+
+
+
ZEROES:
+
+ --- +
+
+ +
+
+
+ +
+
+
MAX
+
891
+
+
+
95%
+
846
+
+
+
Q3
+
668
+
+
+
MEDIAN
+
446
+
+
+
AVG
+
446
+
+
+
Q1
+
224
+
+
+
5%
+
46
+
+
+
MIN
+
1
+
+
+
+
+
RANGE
+
890
+
+
+
IQR
+
445
+
+
+
STD
+
257
+
+
+
VAR
+
66,231
+
+
+
+
+
KURT.
+
-1.20
+
+
+
SKEW
+
0.00
+
+
+
SUM
+
397k
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 2 +
+
+ Survived +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 2 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 3 +
+
+ Pclass +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 3 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 4 +
+
+ Name +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 891 +
+
+ (100%) +
+
+
+ +
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Braund, Mr. Owen Harris +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Boulos, Mr. Hanna +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Frolicher-Stehli, Mr. Maxmillian +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Gilinski, Mr. Eliezer +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Murdlin, Mr. Joseph +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Rintamaki, Mr. Matti +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Stephenson, Mrs. Walter Bertram (Martha Eustis) +
+
+
+
+
884
+
>99%
+
+
+
-
+
-
+
+
+ (Other) +
+
+
+
+ +
+
+
+
+
+
+ + +
+ 5 +
+
+ Sex +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 2 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 6 +
+
+ Age + +
+
+
VALUES:
+
+ 714 +
+
+ (80%) +
+
+
+
MISSING:
+
+ 177 +
+
+
+ (20%) +
+
+
+
+
+
DISTINCT:
+
+ 88 +
+
+ (10%) +
+
+
+
+
+
ZEROES:
+
+ --- +
+
+ +
+
+
+ +
+
+
MAX
+
80.0
+
+
+
95%
+
56.0
+
+
+
Q3
+
38.0
+
+
+
AVG
+
29.7
+
+
+
MEDIAN
+
28.0
+
+
+
Q1
+
20.1
+
+
+
5%
+
4.0
+
+
+
MIN
+
0.4
+
+
+
+
+
RANGE
+
79.6
+
+
+
IQR
+
17.9
+
+
+
STD
+
14.5
+
+
+
VAR
+
211
+
+
+
+
+
KURT.
+
0.178
+
+
+
SKEW
+
0.389
+
+
+
SUM
+
21,205
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 7 +
+
+ SibSp +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 7 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 8 +
+
+ Parch +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 7 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 9 +
+
+ Ticket +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 681 +
+
+ (76%) +
+
+
+ +
+
+
+
7
+
<1%
+
+
+
-
+
-
+
+
+ 347082 +
+
+
+
+
7
+
<1%
+
+
+
-
+
-
+
+
+ CA. 2343 +
+
+
+
+
7
+
<1%
+
+
+
-
+
-
+
+
+ 1601 +
+
+
+
+
6
+
<1%
+
+
+
-
+
-
+
+
+ 3101295 +
+
+
+
+
6
+
<1%
+
+
+
-
+
-
+
+
+ CA 2144 +
+
+
+
+
6
+
<1%
+
+
+
-
+
-
+
+
+ 347088 +
+
+
+
+
5
+
<1%
+
+
+
-
+
-
+
+
+ S.O.C. 14879 +
+
+
+
+
847
+
95%
+
+
+
-
+
-
+
+
+ (Other) +
+
+
+
+ +
+
+
+
+
+
+ + +
+ 10 +
+
+ Fare + +
+
+
VALUES:
+
+ 891 +
+
+ (100%) +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+
+
+
DISTINCT:
+
+ 248 +
+
+ (28%) +
+
+
+
+
+
ZEROES:
+
+ 15 +
+
+ (2%) +
+
+
+ +
+
+
MAX
+
512
+
+
+
95%
+
112
+
+
+
Q3
+
31
+
+
+
AVG
+
32
+
+
+
MEDIAN
+
14
+
+
+
Q1
+
8
+
+
+
5%
+
7
+
+
+
MIN
+
0
+
+
+
+
+
RANGE
+
512
+
+
+
IQR
+
23.1
+
+
+
STD
+
49.7
+
+
+
VAR
+
2,469
+
+
+
+
+
KURT.
+
33.4
+
+
+
SKEW
+
4.79
+
+
+
SUM
+
28,694
+
+
+ +
+ +
+
+
+
+
+
+ + +
+ 11 +
+
+ Cabin +
+
+
VALUES:
+
+ 204 +
+
+ (23%) +
+
+
+
MISSING:
+
+ 687 +
+
+
+ (77%) +
+
+
+
+
+
DISTINCT:
+
+ 147 +
+
+ (16%) +
+
+
+ +
+
+
+
4
+
2%
+
+
+
-
+
-
+
+
+ C23 C25 C27 +
+
+
+
+
4
+
2%
+
+
+
-
+
-
+
+
+ G6 +
+
+
+
+
4
+
2%
+
+
+
-
+
-
+
+
+ B96 B98 +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ C22 C26 +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ D +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ F33 +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ E101 +
+
+
+
+
180
+
88%
+
+
+
-
+
-
+
+
+ (Other) +
+
+
+
+ +
+
+
+
+
+
+ + +
+ 12 +
+
+ Embarked +
+
+
VALUES:
+
+ 889 +
+
+ (>99%) +
+
+
+
MISSING:
+
+ 2 +
+
+
+ (<1%) +
+
+
+
+
+
DISTINCT:
+
+ 3 +
+
+ (<1%) +
+
+
+ +
+ +
+
+
+ + +
+
+
+ + Associations +
+ [Only including dataset "DataFrame"]
+ ■ 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 "None"]
+ ■ 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%
+
+
+
+
599
+
+
1
+
0.1%
+
+
+
+
588
+
+
1
+
0.1%
+
+
+
+
589
+
+
1
+
0.1%
+
+
+
+
590
+
+
1
+
0.1%
+
+
+
+
591
+
+
1
+
0.1%
+
+
+
+
592
+
+
1
+
0.1%
+
+
+
+
593
+
+
1
+
0.1%
+
+
+
+
594
+
+
1
+
0.1%
+
+
+
+
595
+
+
1
+
0.1%
+
+
+
+
596
+
+
1
+
0.1%
+
+
+
+
597
+
+
1
+
0.1%
+
+
+
+
598
+
+
1
+
0.1%
+
+
+
+
600
+
+
1
+
0.1%
+
+
+
+
586
+
+
1
+
0.1%
+
+
+
+
+ +
+ +
+
SMALLEST VALUES
+
+
+
1
+
+
1
+
0.1%
+
+
+
+
2
+
+
1
+
0.1%
+
+
+
+
3
+
+
1
+
0.1%
+
+
+
+
4
+
+
1
+
0.1%
+
+
+
+
5
+
+
1
+
0.1%
+
+
+
+
6
+
+
1
+
0.1%
+
+
+
+
7
+
+
1
+
0.1%
+
+
+
+
8
+
+
1
+
0.1%
+
+
+
+
9
+
+
1
+
0.1%
+
+
+
+
10
+
+
1
+
0.1%
+
+
+
+
11
+
+
1
+
0.1%
+
+
+
+
12
+
+
1
+
0.1%
+
+
+
+
13
+
+
1
+
0.1%
+
+
+
+
14
+
+
1
+
0.1%
+
+
+
+
15
+
+
1
+
0.1%
+
+
+
+
+ +
+ +
+
LARGEST VALUES
+
+
+
891
+
+
1
+
0.1%
+
+
+
+
890
+
+
1
+
0.1%
+
+
+
+
889
+
+
1
+
0.1%
+
+
+
+
888
+
+
1
+
0.1%
+
+
+
+
887
+
+
1
+
0.1%
+
+
+
+
886
+
+
1
+
0.1%
+
+
+
+
885
+
+
1
+
0.1%
+
+
+
+
884
+
+
1
+
0.1%
+
+
+
+
883
+
+
1
+
0.1%
+
+
+
+
882
+
+
1
+
0.1%
+
+
+
+
881
+
+
1
+
0.1%
+
+
+
+
880
+
+
1
+
0.1%
+
+
+
+
879
+
+
1
+
0.1%
+
+
+
+
878
+
+
1
+
0.1%
+
+
+
+
877
+
+
1
+
0.1%
+
+
+
+
+ +
+
+
+
+ +
+
+ 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%
+
+ +
+
+ +
1
+ + +
+
216
+
24%
+
+ +
+
+ +
2
+ + +
+
184
+
21%
+
+ +
+
+
+
+ +
ALL
+ + +
+
891
+
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%
+
+
+
-
+
-
+
+
+ Boulos, Mr. Hanna +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Frolicher-Stehli, Mr. Maxmillian +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Gilinski, Mr. Eliezer +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Murdlin, Mr. Joseph +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Rintamaki, Mr. Matti +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Stephenson, Mrs. Walter Bertram (Martha Eustis) +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Elsbury, Mr. William James +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Bourke, Miss. Mary +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Chapman, Mr. John Henry +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Van Impe, Mr. Jean Baptiste +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Leitch, Miss. Jessie Wills +
+
+
+
+
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%
+
+
+
-
+
-
+
+
+ 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%
+
+
+
-
+
-
+
+
+ Karaic, Mr. Milan +
+
+
+
+
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%
+
+
+
-
+
-
+
+
+ Jarvis, Mr. John Denzil +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Paulner, Mr. Uscher +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Murphy, Miss. Margaret Jane +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Harris, Mr. George +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ de Messemaeker, Mrs. Guillaume Joseph (Emma) +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Morrow, Mr. Thomas Rowan +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Sivic, Mr. Husein +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Norman, Mr. Robert Douglas +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Simmons, Mr. John +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Meanwell, Miss. (Marion Ogden) +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Davies, Mr. Alfred J +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Stoytcheff, Mr. Ilia +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Palsson, Mrs. Nils (Alma Cornelia Berglund) +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Doharr, Mr. Tannous +
+
+
+
+
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%
+
+
+
-
+
-
+
+
+ Silvey, Mrs. William Baird (Alice Munger) +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Caram, Mrs. Joseph (Maria Elias) +
+
+
+
+
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%
+
+
+
-
+
-
+
+
+ Horgan, Mr. John +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Cook, Mr. Jacob +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Hegarty, Miss. Hanora "Nora" +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Foo, Mr. Choong +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ Baclini, Miss. Eugenie +
+
+
+
+
831
+
93%
+
+
+
-
+
-
+
+
+ (Other) +
+
+
+
+
+ +
+
+ +
+
+ Sex +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + + +
+ +
+
TOP CATEGORIES
+
+
+ +
+ +
+
+ + +
+ +
male
+ + +
+
577
+
65%
+
+ +
+
+ +
female
+ + +
+
314
+
35%
+
+ +
+
+
+
+ +
ALL
+ + +
+
891
+
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%) +
+
+
+ + +
+ + + + +
+ + + + + +
+ + > +
+
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%
+
+
+
+
22.0
+
+
27
+
3.8%
+
+
+
+
18.0
+
+
26
+
3.6%
+
+
+
+
28.0
+
+
25
+
3.5%
+
+
+
+
30.0
+
+
25
+
3.5%
+
+
+
+
19.0
+
+
25
+
3.5%
+
+
+
+
21.0
+
+
24
+
3.4%
+
+
+
+
25.0
+
+
23
+
3.2%
+
+
+
+
36.0
+
+
22
+
3.1%
+
+
+
+
29.0
+
+
20
+
2.8%
+
+
+
+
35.0
+
+
18
+
2.5%
+
+
+
+
32.0
+
+
18
+
2.5%
+
+
+
+
26.0
+
+
18
+
2.5%
+
+
+
+
27.0
+
+
18
+
2.5%
+
+
+
+
31.0
+
+
17
+
2.4%
+
+
+
+
+ +
+ +
+
SMALLEST VALUES
+
+
+
0.42
+
+
1
+
0.1%
+
+
+
+
0.67
+
+
1
+
0.1%
+
+
+
+
0.75
+
+
2
+
0.3%
+
+
+
+
0.83
+
+
2
+
0.3%
+
+
+
+
0.92
+
+
1
+
0.1%
+
+
+
+
1.0
+
+
7
+
1.0%
+
+
+
+
2.0
+
+
10
+
1.4%
+
+
+
+
3.0
+
+
6
+
0.8%
+
+
+
+
4.0
+
+
10
+
1.4%
+
+
+
+
5.0
+
+
4
+
0.6%
+
+
+
+
6.0
+
+
3
+
0.4%
+
+
+
+
7.0
+
+
3
+
0.4%
+
+
+
+
8.0
+
+
4
+
0.6%
+
+
+
+
9.0
+
+
8
+
1.1%
+
+
+
+
10.0
+
+
2
+
0.3%
+
+
+
+
+ +
+ +
+
LARGEST VALUES
+
+
+
80.0
+
+
1
+
0.1%
+
+
+
+
74.0
+
+
1
+
0.1%
+
+
+
+
71.0
+
+
2
+
0.3%
+
+
+
+
70.5
+
+
1
+
0.1%
+
+
+
+
70.0
+
+
2
+
0.3%
+
+
+
+
66.0
+
+
1
+
0.1%
+
+
+
+
65.0
+
+
3
+
0.4%
+
+
+
+
64.0
+
+
2
+
0.3%
+
+
+
+
63.0
+
+
2
+
0.3%
+
+
+
+
62.0
+
+
4
+
0.6%
+
+
+
+
61.0
+
+
3
+
0.4%
+
+
+
+
60.0
+
+
4
+
0.6%
+
+
+
+
59.0
+
+
2
+
0.3%
+
+
+
+
58.0
+
+
5
+
0.7%
+
+
+
+
57.0
+
+
2
+
0.3%
+
+
+
+
+ +
+
+
+
+ +
+
+ SibSp +
+
+
+
MISSING:
+
+ --- +
+
+ +
+
+
+ + + +
+ +
+
TOP CATEGORIES
+
+
+ +
+ +
+
+ + +
+ +
0
+ + +
+
608
+
68%
+
+ +
+
+ +
1
+ + +
+
209
+
23%
+
+ +
+
+ +
2
+ + +
+
28
+
3%
+
+ +
+
+ +
4
+ + +
+
18
+
2%
+
+ +
+
+ +
3
+ + +
+
16
+
2%
+
+ +
+
+ +
8
+ + +
+
7
+
<1%
+
+ +
+
+ +
5
+ + +
+
5
+
<1%
+
+ +
+
+
+
+ +
ALL
+ + +
+
891
+
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%
+
+ +
+
+ +
1
+ + +
+
118
+
13%
+
+ +
+
+ +
2
+ + +
+
80
+
9%
+
+ +
+
+ +
5
+ + +
+
5
+
<1%
+
+ +
+
+ +
3
+ + +
+
5
+
<1%
+
+ +
+
+ +
4
+ + +
+
4
+
<1%
+
+ +
+
+ +
6
+ + +
+
1
+
<1%
+
+ +
+
+
+
+ +
ALL
+ + +
+
891
+
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%
+
+
+
-
+
-
+
+
+ CA. 2343 +
+
+
+
+
7
+
<1%
+
+
+
-
+
-
+
+
+ 1601 +
+
+
+
+
6
+
<1%
+
+
+
-
+
-
+
+
+ 3101295 +
+
+
+
+
6
+
<1%
+
+
+
-
+
-
+
+
+ CA 2144 +
+
+
+
+
6
+
<1%
+
+
+
-
+
-
+
+
+ 347088 +
+
+
+
+
5
+
<1%
+
+
+
-
+
-
+
+
+ S.O.C. 14879 +
+
+
+
+
5
+
<1%
+
+
+
-
+
-
+
+
+ 382652 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ LINE +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ PC 17757 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ 17421 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ 349909 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ 113760 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ 4133 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ 113781 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ W./C. 6608 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ 2666 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ 19950 +
+
+
+
+
4
+
<1%
+
+
+
-
+
-
+
+
+ 347077 +
+
+
+
+
3
+
<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%
+
+
+
-
+
-
+
+
+ 24160 +
+
+
+
+
3
+
<1%
+
+
+
-
+
-
+
+
+ 29106 +
+
+
+
+
3
+
<1%
+
+
+
-
+
-
+
+
+ SC/Paris 2123 +
+
+
+
+
3
+
<1%
+
+
+
-
+
-
+
+
+ 35273 +
+
+
+
+
3
+
<1%
+
+
+
-
+
-
+
+
+ 371110 +
+
+
+
+
3
+
<1%
+
+
+
-
+
-
+
+
+ 230080 +
+
+
+
+
3
+
<1%
+
+
+
-
+
-
+
+
+ PC 17760 +
+
+
+
+
3
+
<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%
+
+
+
-
+
-
+
+
+ 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%
+
+
+
-
+
-
+
+
+ W./C. 6607 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ WE/P 5735 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ 35281 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ 113789 +
+
+
+
+
695
+
78%
+
+
+
-
+
-
+
+
+ (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%
+
+
+
+
13.0
+
+
42
+
4.7%
+
+
+
+
7.8958
+
+
38
+
4.3%
+
+
+
+
7.75
+
+
34
+
3.8%
+
+
+
+
26.0
+
+
31
+
3.5%
+
+
+
+
10.5
+
+
24
+
2.7%
+
+
+
+
7.925
+
+
18
+
2.0%
+
+
+
+
7.775
+
+
16
+
1.8%
+
+
+
+
7.2292
+
+
15
+
1.7%
+
+
+
+
0.0
+
+
15
+
1.7%
+
+
+
+
26.55
+
+
15
+
1.7%
+
+
+
+
7.8542
+
+
13
+
1.5%
+
+
+
+
8.6625
+
+
13
+
1.5%
+
+
+
+
7.25
+
+
13
+
1.5%
+
+
+
+
7.225
+
+
12
+
1.3%
+
+
+
+
+ +
+ +
+
SMALLEST VALUES
+
+
+
0.0
+
+
15
+
1.7%
+
+
+
+
4.0125
+
+
1
+
0.1%
+
+
+
+
5.0
+
+
1
+
0.1%
+
+
+
+
6.2375
+
+
1
+
0.1%
+
+
+
+
6.4375
+
+
1
+
0.1%
+
+
+
+
6.45
+
+
1
+
0.1%
+
+
+
+
6.4958
+
+
2
+
0.2%
+
+
+
+
6.75
+
+
2
+
0.2%
+
+
+
+
6.8583
+
+
1
+
0.1%
+
+
+
+
6.95
+
+
1
+
0.1%
+
+
+
+
6.975
+
+
2
+
0.2%
+
+
+
+
7.0458
+
+
1
+
0.1%
+
+
+
+
7.05
+
+
7
+
0.8%
+
+
+
+
7.0542
+
+
2
+
0.2%
+
+
+
+
7.125
+
+
4
+
0.4%
+
+
+
+
+ +
+ +
+
LARGEST VALUES
+
+
+
512.3292
+
+
3
+
0.3%
+
+
+
+
263.0
+
+
4
+
0.4%
+
+
+
+
262.375
+
+
2
+
0.2%
+
+
+
+
247.5208
+
+
2
+
0.2%
+
+
+
+
227.525
+
+
4
+
0.4%
+
+
+
+
221.7792
+
+
1
+
0.1%
+
+
+
+
211.5
+
+
1
+
0.1%
+
+
+
+
211.3375
+
+
3
+
0.3%
+
+
+
+
164.8667
+
+
2
+
0.2%
+
+
+
+
153.4625
+
+
3
+
0.3%
+
+
+
+
151.55
+
+
4
+
0.4%
+
+
+
+
146.5208
+
+
2
+
0.2%
+
+
+
+
135.6333
+
+
3
+
0.3%
+
+
+
+
134.5
+
+
2
+
0.2%
+
+
+
+
133.65
+
+
2
+
0.2%
+
+
+
+
+ +
+
+
+
+ +
+
+ Cabin +
+
+
+
MISSING:
+
+ 687 +
+
+
+ (77%) +
+
+
+ +
+
+
+
4
+
2%
+
+
+
-
+
-
+
+
+ C23 C25 C27 +
+
+
+
+
4
+
2%
+
+
+
-
+
-
+
+
+ G6 +
+
+
+
+
4
+
2%
+
+
+
-
+
-
+
+
+ B96 B98 +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ C22 C26 +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ D +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ F33 +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ E101 +
+
+
+
+
3
+
1%
+
+
+
-
+
-
+
+
+ F2 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B20 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ E67 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C125 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ E24 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B49 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B77 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ D35 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C78 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C93 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C65 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B57 B59 B63 B66 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B5 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ E121 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B51 B53 B55 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B18 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C124 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C126 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B35 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ E44 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C92 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C68 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ D20 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B22 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ E25 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ D36 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ E8 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C83 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C2 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ D17 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ D26 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ D33 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ F G73 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ E33 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B28 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C52 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ C123 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ F4 +
+
+
+
+
2
+
<1%
+
+
+
-
+
-
+
+
+ B58 B60 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ A23 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ D9 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ A20 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ D50 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ D28 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ D19 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ C47 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ E17 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ B41 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ A26 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ E68 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ A10 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ A24 +
+
+
+
+
1
+
<1%
+
+
+
-
+
-
+
+
+ C101 +
+
+
+
+
87
+
43%
+
+
+
-
+
-
+
+
+ (Other) +
+
+
+
+
+ +
+
+ +
+
+ Embarked +
+
+
+
MISSING:
+
+ 2 +
+
+
+ (<1%) +
+
+
+ + + +
+ +
+
TOP CATEGORIES
+
+
+ +
+ +
+
+ + +
+ +
S
+ + +
+
644
+
72%
+
+ +
+
+ +
C
+ + +
+
168
+
19%
+
+ +
+
+ +
Q
+ + +
+
77
+
9%
+
+ +
+
+
+
+ +
ALL
+ + +
+
889
+
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
+
+
+
+
+
+
+
+ + \ No newline at end of file