mitoric report

pclass

Compare column

numeric

left

Values500

Missing0 (0.0000)

Distinct3

Zeroes0

Stats

Min	1
Max	3
Mean	1.9620
Median	2
Std	0.8721
Variance	0.7606
IQR	2
Outlier rate	0

Quantiles

0.2500	1
0.5000	2
0.7500	3

Most frequent values

1	200
3	181
2	119

Smallest values

1	200
2	119
3	181

Largest values

3	181
2	119
1	200

right

Values809

Missing0 (0.0000)

Distinct3

Zeroes0

Stats

Min	1
Max	3
Mean	2.5006
Median	3
Std	0.7444
Variance	0.5541
IQR	1
Outlier rate	0

Quantiles

0.2500	2
0.5000	3
0.7500	3

Most frequent values

3	528
2	158
1	123

Smallest values

1	123
2	158
3	528

Largest values

3	528
2	158
1	123

Histogram

survived

Compare column

boolean

left

Values500

Missing0 (0.0000)

Distinct1

Zeroes0

Top categories

True

500

right

Values809

Missing0 (0.0000)

Distinct1

Zeroes0

Top categories

False

809

Histogram

name

Compare column

text

left

Values500

Missing0 (0.0000)

Distinct500

Zeroes0

Most frequent values

Abbott, Mrs. Stanton (Rosa Hunt)

Count: 1

Abelseth, Miss. Karen Marie

Count: 1

Abelseth, Mr. Olaus Jorgensen

Count: 1

Abelson, Mrs. Samuel (Hannah Wizosky)

Count: 1

Abrahamsson, Mr. Abraham August Johannes

Count: 1

Abrahim, Mrs. Joseph (Sophie Halaut Easu)

Count: 1

Aks, Master. Philip Frank

Count: 1

Aks, Mrs. Sam (Leah Rosen)

Count: 1

Albimona, Mr. Nassef Cassem

Count: 1

Allen, Miss. Elisabeth Walton

Count: 1

Text length stats

Mean31.392

Median29

Min12

Max82

right

Values809

Missing0 (0.0000)

Distinct808

Zeroes0

Most frequent values

Kelly, Mr. James

Count: 2

Abbing, Mr. Anthony

Count: 1

Abbott, Master. Eugene Joseph

Count: 1

Abbott, Mr. Rossmore Edward

Count: 1

Abelson, Mr. Samuel

Count: 1

Adahl, Mr. Mauritz Nils Martin

Count: 1

Adams, Mr. John

Count: 1

Ahlin, Mrs. Johan (Johanna Persdotter Larsson)

Count: 1

Aldworth, Mr. Charles Augustus

Count: 1

Alexander, Mr. William

Count: 1

Text length stats

Mean24.497

Median24

Min12

Max57

Histogram

sex

Compare column

categorical

left

Values500

Missing0 (0.0000)

Distinct2

Zeroes0

Top categories

female	339
male	161

right

Values809

Missing0 (0.0000)

Distinct2

Zeroes0

Top categories

male	682
female	127

Histogram

age

Compare column

numeric

left

Values427

Missing73 (0.1460)

Distinct71

Zeroes0

Stats

Min	0.1700
Max	80.000
Mean	28.918
Median	28.000
Std	15.044
Variance	226.32
IQR	18.000
Outlier rate	0.0047

Quantiles

0.2500	20.000
0.5000	28.000
0.7500	38.000

Most frequent values

24.000	22
22.000	20
30.000	15
18.000	14
36.000	14
45.000	14
27.000	13
29.000	13
35.000	13
31.000	12

Smallest values

0.1700	1
0.4200	1
0.6700	1
0.7500	2
0.8300	3

Largest values

80.000	1
76.000	1
64.000	2
63.000	2
62.000	2

right

Values619

Missing190 (0.2349)

Distinct90

Zeroes0

Stats

Min	0.3300
Max	74.000
Mean	30.545
Median	28.000
Std	13.911
Variance	193.52
IQR	18.000
Outlier rate	0.0113

Quantiles

0.2500	21.000
0.5000	28.000
0.7500	39.000

Most frequent values

21.000	30
18.000	25
24.000	25
30.000	25
28.000	24
22.000	23
25.000	23
26.000	19
19.000	18
27.000	17

Smallest values

0.3300	1
0.7500	1
1.0000	3
2.0000	8
3.0000	2

Largest values

74.000	1
71.000	2
70.500	1
70.000	2
67.000	1

Histogram

sibsp

Compare column

numeric

left

Values500

Missing0 (0.0000)

Distinct5

Zeroes309

Stats

Min	0
Max	4
Mean	0.4620
Median	0
Std	0.6845
Variance	0.4686
IQR	1
Outlier rate	0.0180

Quantiles

0.2500	0
0.5000	0
0.7500	1

Most frequent values

0	309
1	163
2	19
3	6
4	3

Smallest values

0	309
1	163
2	19
3	6
4	3

Largest values

4	3
3	6
2	19
1	163
0	309

right

Values809

Missing0 (0.0000)

Distinct7

Zeroes582

Stats

Min	0
Max	8
Mean	0.5216
Median	0
Std	1.2097
Variance	1.4634
IQR	1
Outlier rate	0.0593

Quantiles

0.2500	0
0.5000	0
0.7500	1

Most frequent values

0	582
1	156
2	23
4	19
3	14
8	9
5	6

Smallest values

0	582
1	156
2	23
3	14
4	19

Largest values

8	9
5	6
4	19
3	14
2	23

Histogram

parch

Compare column

numeric

left

Values500

Missing0 (0.0000)

Distinct6

Zeroes336

Stats

Min	0
Max	5
Mean	0.4760
Median	0
Std	0.7755
Variance	0.6014
IQR	1
Outlier rate	0.0140

Quantiles

0.2500	0
0.5000	0
0.7500	1

Most frequent values

0	336
1	100
2	57
3	5
4	1
5	1

Smallest values

0	336
1	100
2	57
3	5
4	1

Largest values

5	1
4	1
3	5
2	57
1	100

right

Values809

Missing0 (0.0000)

Distinct8

Zeroes666

Stats

Min	0
Max	9
Mean	0.3288
Median	0
Std	0.9118
Variance	0.8313
IQR	0
Outlier rate	0

Quantiles

0.2500	0
0.5000	0
0.7500	0

Most frequent values

0	666
1	70
2	56
4	5
5	5
3	3
6	2
9	2

Smallest values

0	666
1	70
2	56
3	3
4	5

Largest values

9	2
6	2
5	5
4	5
3	3

Histogram

ticket

Compare column

text

left

Values500

Missing0 (0.0000)

Distinct347

Zeroes0

Most frequent values

1601

Count: 6

PC 17608

Count: 6

16966

Count: 5

113760

Count: 4

19950

Count: 4

230136

Count: 4

24160

Count: 4

2666

Count: 4

PC 17755

Count: 4

110152

Count: 3

Text length stats

Mean6.6360

Median6

Min4

Max18

right

Values809

Missing0 (0.0000)

Distinct668

Zeroes0

Most frequent values

CA. 2343

Count: 11

CA 2144

Count: 8

3101295

Count: 7

347082

Count: 7

S.O.C. 14879

Count: 7

347088

Count: 6

382652

Count: 6

349909

Count: 5

4133

Count: 5

W./C. 6608

Count: 5

Text length stats

Mean6.8863

Median6

Min3

Max18

Histogram

fare

Compare column

numeric

left

Values500

Missing0 (0.0000)

Distinct183

Zeroes2

Stats

Min	0.0000
Max	512.33
Mean	49.361
Median	26.000
Std	68.580
Variance	4703.2
IQR	46.617
Outlier rate	0.0940

Quantiles

0.2500	11.133
0.5000	26.000
0.7500	57.750

Most frequent values

26.000	19
7.7500	17
13.000	17
10.500	12
26.550	10
7.9250	9
8.0500	9
7.2292	7
7.7750	7
23.000	7

Smallest values

0.0000	2
3.1708	1
6.9500	1
6.9750	1
7.0000	1

Largest values

512.33	4
263.00	4
262.38	6
247.52	2
227.53	3

right

Values808

Missing1 (0.0012)

Distinct210

Zeroes15

Stats

Min	0.0000
Max	263.00
Mean	23.354
Median	10.500
Std	34.124
Variance	1164.4
IQR	18.146
Outlier rate	0.0879

Quantiles

0.2500	7.8542
0.5000	10.500
0.7500	26.000

Most frequent values

8.0500	51
7.8958	48
13.000	42
7.7500	38
26.000	31
10.500	23
8.6625	20
7.7750	19
7.2292	17
7.2500	17

Smallest values

0.0000	15
4.0125	1
5.0000	1
6.2375	1
6.4375	3

Largest values

263.00	2
262.38	1
247.52	1
227.53	2
221.78	3

Histogram

cabin

Compare column

left: text

right: categorical

left

Values193

Missing307 (0.6140)

Distinct130

Zeroes0

Most frequent values

B57 B59 B63 B66

Count: 4

B96 B98

Count: 4

C23 C25 C27

Count: 4

F33

Count: 4

F4

Count: 4

A34

Count: 3

C101

Count: 3

C78

Count: 3

E101

Count: 3

E34

Count: 3

Text length stats

Mean3.7772

Median3

Min1

Max15

right

Values102

Missing707 (0.8739)

Distinct91

Zeroes0

Top categories

C22 C26	3
C124	2
C23 C25 C27	2
C55 C57	2
C6	2
D	2
D26	2
E46	2
F G73	2
F2	2

embarked

Compare column

categorical

left

Values498

Missing2 (0.0040)

Distinct4

Zeroes0

Top categories

S	304
C	150
Q	44

right

Values809

Missing0 (0.0000)

Distinct3

Zeroes0

Top categories

S	610
C	120
Q	79

Histogram

boat

Compare column

categorical

left

Values477

Missing23 (0.0460)

Distinct28

Zeroes0

Top categories

13	39
15	37
C	37
14	32
4	31
10	29
5	27
3	26
11	25
9	25

right

Values9

Missing800 (0.9889)

Distinct7

Zeroes0

Top categories

A	4
12	1
14	1
B	1
C	1
D	1

Histogram

body

Compare column

numeric

left

Values0

Missing500 (1.0000)

Distinct1

Zeroes0

Stats

Min	0
Max	0
Mean	0
Median	0
Std	0
Variance	0
IQR	0
Outlier rate	0

Quantiles

Most frequent values

Smallest values

Largest values

right

Values121

Missing688 (0.8504)

Distinct122

Zeroes0

Stats

Min	1
Max	328
Mean	160.81
Median	155
Std	97.292
Variance	9465.8
IQR	184
Outlier rate	0

Quantiles

0.2500	72
0.5000	155
0.7500	256

Most frequent values

1	1
4	1
7	1
9	1
14	1
15	1
16	1
17	1
18	1
19	1

Smallest values

1	1
4	1
7	1
9	1
14	1

Largest values

328	1
327	1
322	1
314	1
312	1

Histogram

home.dest

Compare column

text

left

Values347

Missing153 (0.3060)

Distinct190

Zeroes0

Most frequent values

New York, NY

Count: 40

Cornwall / Akron, OH

Count: 8

Paris, France

Count: 8

Brooklyn, NY

Count: 5

London

Count: 5

Bryn Mawr, PA

Count: 4

Guntur, India / Benton Harbour, MI

Count: 4

Haverford, PA / Cooperstown, NY

Count: 4

Montreal, PQ

Count: 4

St Louis, MO

Count: 4

Text length stats

Mean18.934

Median16

Min5

Max50

right

Values398

Missing411 (0.5080)

Distinct260

Zeroes0

Most frequent values

New York, NY

Count: 24

London

Count: 9

Wiltshire, England Niagara Falls, NY

Count: 8

Belfast

Count: 7

Sweden Winnipeg, MN

Count: 7

Montreal, PQ

Count: 6

Bulgaria Chicago, IL

Count: 5

Philadelphia, PA

Count: 5

Rotherfield, Sussex, England Essex Co, MA

Count: 5

Austria

Count: 4

Text length stats

Mean19.367

Median18.500

Min5

Max49

Histogram

noon_time

Compare column

datetime

left

Values500

Missing0 (0.0000)

Distinct1

Zeroes0

Datetime range

Min12:00:00

Max12:00:00

Most frequent values

12:00:00

500

right

Values809

Missing0 (0.0000)

Distinct1

Zeroes0

Datetime range

Min12:00:00

Max12:00:00

Most frequent values

12:00:00

809

Histogram

always_null

Compare column

categorical

left

Values0

Missing500 (1.0000)

Distinct1

Zeroes0

right

Values0

Missing809 (1.0000)

Distinct1

Zeroes0

birthdate

Compare column

datetime

left

Values427

Missing73 (0.1460)

Distinct71

Zeroes0

Datetime range

Min1832-04-13

Max1912-02-11

Most frequent values

1888-04-13	22
1890-04-13	20
1882-04-13	15
1867-04-13	14
1876-04-13	14
1894-04-13	14
1877-04-13	13
1883-04-13	13
1885-04-13	13
1881-04-13	12

right

Values619

Missing190 (0.2349)

Distinct90

Zeroes0

Datetime range

Min1838-04-13

Max1911-12-15

Most frequent values

1891-04-13	30
1882-04-13	25
1888-04-13	25
1894-04-13	25
1884-04-13	24
1887-04-13	23
1890-04-13	23
1886-04-13	19
1893-04-13	18
1876-04-13	17

Histogram

age_duration

Compare column

numeric

left

Values500

Missing0 (0.0000)

Distinct63

Zeroes83

Stats

Min	0.0000
Max	6912.0
Mean	2132.4
Median	2116.8
Std	1492.0
Variance	2226003
IQR	2073.6
Outlier rate	0.0040

Quantiles

0.2500	1036.8
0.5000	2116.8
0.7500	3110.4

Most frequent values

0.0000	83
2073.6	22
1900.8	20
2592.0	15
3110.4	15
1555.2	14
3888.0	14
2332.8	13
2505.6	13
3024.0	13

Smallest values

0.0000	83
86.400	7
172.80	4
259.20	5
345.60	7

Largest values

6912.0	1
6566.4	1
5529.6	2
5443.2	2
5356.8	2

right

Values809

Missing0 (0.0000)

Distinct69

Zeroes192

Stats

Min	0.0000
Max	6393.6
Mean	2017.5
Median	2073.6
Std	1534.6
Variance	2354944
IQR	2851.2
Outlier rate	0.0000

Quantiles

0.2500	172.80
0.5000	2073.6
0.7500	3024.0

Most frequent values

0.0000	192
1814.4	30
1555.2	28
2419.2	27
2592.0	27
2073.6	26
1900.8	24
2160.0	23
2246.4	20
1641.6	18

Smallest values

0.0000	192
86.400	3
172.80	8
259.20	2
345.60	3

Largest values

6393.6	1
6134.4	2
6048.0	3
5788.8	1
5702.4	1

Histogram

name_binary

Compare column

numeric

left

Values500

Missing0 (0.0000)

Distinct500

Zeroes0

Stats

Min	12
Max	82
Mean	31.392
Median	29
Std	11.130
Variance	123.88
IQR	16
Outlier rate	0.0060

Quantiles

0.2500	23
0.5000	29
0.7500	39

Most frequent values

25	27
24	25
28	25
27	24
29	23
26	22
20	19
30	19
31	19
19	18

Smallest values

12	1
13	2
14	1
15	3
16	8

Largest values

82	1
67	1
65	1
63	2
62	1

right

Values809

Missing0 (0.0000)

Distinct808

Zeroes0

Stats

Min	12
Max	57
Mean	24.497
Median	24
Std	7.1688
Variance	51.392
IQR	9
Outlier rate	0.0358

Quantiles

0.2500	19
0.5000	24
0.7500	28

Most frequent values

19	64
18	61
25	56
17	51
26	51
20	47
27	46
24	44
21	40
22	40

Smallest values

12	1
13	2
14	3
15	20
16	31

Largest values

57	1
56	1
55	1
54	1
53	1

Histogram

sex_enum

Compare column

categorical

left

Values500

Missing0 (0.0000)

Distinct2

Zeroes0

Top categories

f	339
m	161

right

Values809

Missing0 (0.0000)

Distinct2

Zeroes0

Top categories

m	682
f	127

Histogram

embarked_category

Compare column

categorical

left

Values498

Missing2 (0.0040)

Distinct4

Zeroes0

Top categories

S	304
C	150
Q	44

right

Values809

Missing0 (0.0000)

Distinct3

Zeroes0

Top categories

S	610
C	120
Q	79

Histogram

family_struct

Compare column

struct

left

Values500

Missing0 (0.0000)

Distinct267

Zeroes0

Sample values

{"siblings_spouses": 0, "parents_children": 0, "fare": 211.3375}
{"siblings_spouses": 1, "parents_children": 2, "fare": 151.55}
{"siblings_spouses": 0, "parents_children": 0, "fare": 26.55}
{"siblings_spouses": 1, "parents_children": 0, "fare": 77.9583}
{"siblings_spouses": 2, "parents_children": 0, "fare": 51.4792}

right

Values809

Missing0 (0.0000)

Distinct282

Zeroes0

Sample values

{"siblings_spouses": 1, "parents_children": 2, "fare": 151.55}
{"siblings_spouses": 1, "parents_children": 2, "fare": 151.55}
{"siblings_spouses": 1, "parents_children": 2, "fare": 151.55}
{"siblings_spouses": 0, "parents_children": 0, "fare": 0.0}
{"siblings_spouses": 0, "parents_children": 0, "fare": 49.5042}

voyage_notes

Compare column

list

left

Values500

Missing0 (0.0000)

Distinct18

Zeroes0

List length

Min	3
Max	3
Mean	3.0000
Median	3.0000

Sample values

[0, 0, 1]
[1, 2, 1]
[0, 0, 1]
[1, 0, 1]
[2, 0, 1]

Length histogram

right

Values809

Missing0 (0.0000)

Distinct23

Zeroes0

List length

Min	3
Max	3
Mean	3.0000
Median	3.0000

Sample values

[1, 2, 0]
[1, 2, 0]
[1, 2, 0]
[0, 0, 0]
[0, 0, 0]

Length histogram

voyage_array

Compare column

list

left

Values500

Missing0 (0.0000)

Distinct18

Zeroes0

List length

Min	3
Max	3
Mean	3.0000
Median	3.0000

Sample values

[0, 0, 1]
[1, 2, 1]
[0, 0, 1]
[1, 0, 1]
[2, 0, 1]

Length histogram

right

Values809

Missing0 (0.0000)

Distinct23

Zeroes0

List length

Min	3
Max	3
Mean	3.0000
Median	3.0000

Sample values

[1, 2, 0]
[1, 2, 0]
[1, 2, 0]
[0, 0, 0]
[0, 0, 0]

Length histogram

Overview

Dataset Summary

Variables

pclass

survived

name

sex

age

sibsp

parch

ticket

fare

cabin

embarked

boat

body

home.dest

noon_time

always_null

birthdate

age_duration

name_binary

sex_enum

embarked_category

family_struct

voyage_notes

voyage_array