Documentation autogenerated using Great Expectations.

Overview

Dataset info

Number of variables7
Number of observations1313
Missing cells6.06%

Variable types

int3
float1
string3
--0
  • expect_column_proportion_of_unique_values_to_be_between 7
  • expect_column_unique_value_count_to_be_between 7
  • expect_column_values_to_be_in_set 7
  • expect_column_values_to_be_in_type_list 7
  • expect_column_values_to_not_be_null 7
  • expect_column_distinct_values_to_be_in_set 4
  • expect_column_values_to_not_match_regex 3
  • expect_column_values_to_be_unique 1
  • expect_table_row_count_to_be_between 1
  • expect_column_quantile_values_to_be_between 1
  • expect_column_kl_divergence_to_be_less_than 1
  • expect_column_median_to_be_between 1
  • expect_table_columns_to_match_ordered_list 1
  • expect_column_max_to_be_between 1
  • expect_column_mean_to_be_between 1
  • expect_column_min_to_be_between 1

Unnamed: 0 (type: int)

Properties

Distinct (n)1313
Distinct (%)100.0%
Missing (n)0
Missing (%)0.0%

Example values

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20

  • expect_column_values_to_be_in_type_list True
  • expect_column_unique_value_count_to_be_between True
  • expect_column_proportion_of_unique_values_to_be_between True
  • expect_column_values_to_not_be_null True
  • expect_column_values_to_be_in_set False
  • expect_column_values_to_be_unique True

Name (type: string)

Properties

Distinct (n)1310
Distinct (%)99.8%
Missing (n)0
Missing (%)0.0%

Example values

Carlsson, Mr Frans Olof Connolly, Miss Kate Kelly, Mr James Carter, Rev Ernest Courtenay Compton, Miss Sara Rebecca Drew, Mr James Vivian Duran y More, Miss Asuncion Eustis, Miss Elizabeth Mussey Hee, Mr Ling Hegarty, Miss Nora Herman, Miss Alice Kenyon, Mr Frederick R Louch, Mrs Charles Alexander (Alice Adelaide) Markim, Mr Johann Murphy, Miss Katherine Myles, Mr Thomas Francis Panula, Mrs John Peacock, Miss Treasteall Tannous, Mr Thomas Veale, Mr James

  • expect_column_values_to_be_in_type_list True
  • expect_column_unique_value_count_to_be_between True
  • expect_column_proportion_of_unique_values_to_be_between True
  • expect_column_values_to_not_be_null True
  • expect_column_values_to_be_in_set False
  • expect_column_values_to_not_match_regex False

PClass (type: string)

Properties

Distinct (n)4
Distinct (%)0.3%
Missing (n)0
Missing (%)0.0%

Example values

3rd 1st 2nd *

Value Counts

  • expect_column_values_to_be_in_type_list True
  • expect_column_unique_value_count_to_be_between True
  • expect_column_proportion_of_unique_values_to_be_between True
  • expect_column_values_to_not_be_null True
  • expect_column_values_to_be_in_set False
  • expect_column_values_to_not_match_regex True
  • expect_column_distinct_values_to_be_in_set True

Age (type: float)

Properties

Distinct (n)75
Distinct (%)9.9%
Missing (n)557
Missing (%)42.4%

Quantiles

0.056.0
Q121.0
Median28.0
Q339.0
0.9557.0

Statistics

Mean30.40
Minimum0.17
Maximum71.00

Histogram

Example values

22.0 21.0 30.0 18.0 36.0 24.0 26.0 27.0 28.0 19.0 20.0 23.0 25.0 32.0 45.0 29.0 31.0 33.0 35.0 39.0

  • expect_column_values_to_be_in_type_list True
  • expect_column_unique_value_count_to_be_between True
  • expect_column_proportion_of_unique_values_to_be_between True
  • expect_column_values_to_not_be_null True
  • expect_column_values_to_be_in_set False
  • expect_column_min_to_be_between True
  • expect_column_max_to_be_between True
  • expect_column_mean_to_be_between True
  • expect_column_median_to_be_between True
  • expect_column_quantile_values_to_be_between True
  • expect_column_kl_divergence_to_be_less_than True

Sex (type: string)

Properties

Distinct (n)2
Distinct (%)0.2%
Missing (n)0
Missing (%)0.0%

Example values

male female

Value Counts

  • expect_column_values_to_be_in_type_list True
  • expect_column_unique_value_count_to_be_between True
  • expect_column_proportion_of_unique_values_to_be_between True
  • expect_column_values_to_not_be_null True
  • expect_column_values_to_be_in_set False
  • expect_column_values_to_not_match_regex True
  • expect_column_distinct_values_to_be_in_set True

Survived (type: int)

Properties

Distinct (n)2
Distinct (%)0.2%
Missing (n)0
Missing (%)0.0%

Example values

0 1

Value Counts

  • expect_column_values_to_be_in_type_list True
  • expect_column_unique_value_count_to_be_between True
  • expect_column_proportion_of_unique_values_to_be_between True
  • expect_column_values_to_not_be_null True
  • expect_column_values_to_be_in_set False
  • expect_column_distinct_values_to_be_in_set True

SexCode (type: int)

Properties

Distinct (n)2
Distinct (%)0.2%
Missing (n)0
Missing (%)0.0%

Example values

0 1

Value Counts

  • expect_column_values_to_be_in_type_list True
  • expect_column_unique_value_count_to_be_between True
  • expect_column_proportion_of_unique_values_to_be_between True
  • expect_column_values_to_not_be_null True
  • expect_column_values_to_be_in_set False
  • expect_column_distinct_values_to_be_in_set True