Overview

Dataset info

Number of variables8
Number of observations887
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory55.5 KiB
Average record size in memory64.1 B

Variables types

Numeric4
Categorical2
Boolean1
Date0
URL0
Text (Unique)1
Rejected0
Unsupported0

Warnings

Fare has 15 (< 0.1%) zeros Zeros
Parents/Children_Aboard has 674 (76.0%) zeros Zeros
Siblings/Spouses_Aboard has 604 (68.1%) zeros Zeros

Variables

Age
Numeric

Distinct count89
Unique (%)10.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean29.471
Minimum0.42
Maximum80
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.42
5-th percentile5
Q120.25
Median28
Q338
95-th percentile55.85
Maximum80
Range79.58
Interquartile range17.75

Descriptive statistics

Standard deviation14.122
Coef of variation0.47917
Kurtosis0.29256
Mean29.471
MAD10.985
Skewness0.44719
Sum26141
Variance199.43
Memory size7.0 KiB
Histogram
ValueCountFrequency (%) 
22 39 < 0.1%
 
28 37 < 0.1%
 
18 36 < 0.1%
 
21 34 < 0.1%
 
24 34 < 0.1%
 
19 33 < 0.1%
 
30 33 < 0.1%
 
27 26 < 0.1%
 
29 25 < 0.1%
 
23 25 < 0.1%
 
Other values (79) 565 63.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0.42 1 < 0.1%
 
0.67 1 < 0.1%
 
0.75 2 < 0.1%
 
0.83 2 < 0.1%
 
0.92 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
80 1 < 0.1%
 
74 1 < 0.1%
 
71 2 < 0.1%
 
70.5 1 < 0.1%
 
70 2 < 0.1%
 

Fare
Numeric

Distinct count248
Unique (%)28.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean32.305
Minimum0
Maximum512.33
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile7.225
Q17.925
Median14.454
Q331.137
95-th percentile112.56
Maximum512.33
Range512.33
Interquartile range23.212

Descriptive statistics

Standard deviation49.782
Coef of variation1.541
Kurtosis33.265
Mean32.305
MAD28.243
Skewness4.7777
Sum28655
Variance2478.3
Memory size7.0 KiB
Histogram
ValueCountFrequency (%) 
8.05 43 < 0.1%
 
13 42 < 0.1%
 
7.8958 36 < 0.1%
 
7.75 33 < 0.1%
 
26 31 < 0.1%
 
10.5 24 < 0.1%
 
7.925 18 < 0.1%
 
7.775 16 < 0.1%
 
26.55 15 < 0.1%
 
0 15 < 0.1%
 
Other values (238) 614 69.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 15 < 0.1%
 
4.0125 1 < 0.1%
 
5 1 < 0.1%
 
6.2375 1 < 0.1%
 
6.4375 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
512.33 3 < 0.1%
 
263 4 < 0.1%
 
262.38 2 < 0.1%
 
247.52 2 < 0.1%
 
227.53 4 < 0.1%
 

Name
Categorical, Unique

First 5 values
Capt. Edward Gifford Crosby
Col. John Weir
Col. Oberst Alfons Simonius-Blumer
Don. Manuel E Uruchurtu
Dr. Alfred Pain
Last 5 values
Rev. Juozas Montvila
Rev. Robert James Bateman
Rev. Thomas Roussel Davids Byles
Sir. Cosmo Edmund Duff Gordon
the Countess. of (Lucy Noel Martha Dyer-Edward...

First 5 values

ValueCountFrequency (%) 
Capt. Edward Gifford Crosby 1 < 0.1%
 
Col. John Weir 1 < 0.1%
 
Col. Oberst Alfons Simonius-Blumer 1 < 0.1%
 
Don. Manuel E Uruchurtu 1 < 0.1%
 
Dr. Alfred Pain 1 < 0.1%
 

Last 5 values

ValueCountFrequency (%) 
the Countess. of (Lucy Noel Martha Dyer-Edwards) Rothes 1 < 0.1%
 
Sir. Cosmo Edmund Duff Gordon 1 < 0.1%
 
Rev. Thomas Roussel Davids Byles 1 < 0.1%
 
Rev. Robert James Bateman 1 < 0.1%
 
Rev. Juozas Montvila 1 < 0.1%
 

Parents/Children_Aboard
Numeric

Distinct count7
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.38331
Minimum0
Maximum6
Zeros (%)76.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2
Maximum6
Range6
Interquartile range0

Descriptive statistics

Standard deviation0.80747
Coef of variation2.1065
Kurtosis9.7231
Mean0.38331
MAD0.58253
Skewness2.7412
Sum340
Variance0.652
Memory size7.0 KiB
Histogram
ValueCountFrequency (%) 
0 674 76.0%
 
1 118 13.3%
 
2 80 9.0%
 
5 5 < 0.1%
 
3 5 < 0.1%
 
4 4 < 0.1%
 
6 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 674 76.0%
 
1 118 13.3%
 
2 80 9.0%
 
3 5 < 0.1%
 
4 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6 1 < 0.1%
 
5 5 < 0.1%
 
4 4 < 0.1%
 
3 5 < 0.1%
 
2 80 9.0%
 

Pclass
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
3
487
1
216
2
184
ValueCountFrequency (%) 
3 487 54.9%
 
1 216 24.4%
 
2 184 20.7%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

Sex
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
male
573
female
314
ValueCountFrequency (%) 
male 573 64.6%
 
female 314 35.4%
 
Max length6
Mean length4.708
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Siblings/Spouses_Aboard
Numeric

Distinct count7
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.52537
Minimum0
Maximum8
Zeros (%)68.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum8
Range8
Interquartile range1

Descriptive statistics

Standard deviation1.1047
Coef of variation2.1027
Kurtosis17.798
Mean0.52537
MAD0.71549
Skewness3.6868
Sum466
Variance1.2203
Memory size7.0 KiB
Histogram
ValueCountFrequency (%) 
0 604 68.1%
 
1 209 23.6%
 
2 28 < 0.1%
 
4 18 < 0.1%
 
3 16 < 0.1%
 
8 7 < 0.1%
 
5 5 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 604 68.1%
 
1 209 23.6%
 
2 28 < 0.1%
 
3 16 < 0.1%
 
4 18 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8 7 < 0.1%
 
5 5 < 0.1%
 
4 18 < 0.1%
 
3 16 < 0.1%
 
2 28 < 0.1%
 

Survived
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
545
1
342
ValueCountFrequency (%) 
0 545 61.4%
 
1 342 38.6%
 

Correlations

Missing values