Overview

Dataset info

Number of variables7
Number of observations expect_table_row_count_to_be_between 1313
Missing cells6.06%

Variable types

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

Unnamed: 0 expect_column_to_exist

Type: int expect_column_values_to_be_of_type
expect_column_values_to_be_in_type_list

Properties

Distinct (n) expect_column_unique_value_count_to_be_between 1313
Distinct (%) expect_column_proportion_of_unique_values_to_be_between 100.0%
Missing (n) expect_column_values_to_not_be_null 0
Missing (%) expect_column_values_to_not_be_null 0.0%

Example Values expect_column_values_to_be_in_set

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 expect_column_to_exist

Type: string expect_column_values_to_be_of_type
expect_column_values_to_be_in_type_list

Properties

Distinct (n) expect_column_unique_value_count_to_be_between 1310
Distinct (%) expect_column_proportion_of_unique_values_to_be_between 99.8%
Missing (n) expect_column_values_to_not_be_null 0
Missing (%) expect_column_values_to_not_be_null 0.0%

Example Values expect_column_values_to_be_in_set

Carlsson, Mr Frans Olof Connolly, Miss Kate Kelly, Mr James Allen, Miss Elisabeth Walton Allison, Master Hudson Trevor Allison, Miss Helen Loraine Allison, Mr Hudson Joshua Creighton Allison, Mrs Hudson JC (Bessie Waldo Daniels) Anderson, Mr Harry Andrews, Miss Kornelia Theodosia Andrews, Mr Thomas, jr Appleton, Mrs Edward Dale (Charlotte Lamson) Artagaveytia, Mr Ramon Astor, Colonel John Jacob Astor, Mrs John Jacob (Madeleine Talmadge Force) Aubert, Mrs Leontine Pauline Barkworth, Mr Algernon H Baumann, Mr John D Baxter, Mr Quigg Edmond Baxter, Mrs James (Helene DeLaudeniere Chaput)

  • 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 expect_column_to_exist

Type: string expect_column_values_to_be_of_type
expect_column_values_to_be_in_type_list

Properties

Distinct (n) expect_column_unique_value_count_to_be_between 4
Distinct (%) expect_column_proportion_of_unique_values_to_be_between 0.3%
Missing (n) expect_column_values_to_not_be_null 0
Missing (%) expect_column_values_to_not_be_null 0.0%

Example Values expect_column_values_to_be_in_set

3rd 1st 2nd *

Value Counts expect_column_distinct_values_to_be_in_set

  • 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 expect_column_to_exist

Type: float expect_column_values_to_be_of_type
expect_column_values_to_be_in_type_list

Properties

Distinct (n) expect_column_unique_value_count_to_be_between 75
Distinct (%) expect_column_proportion_of_unique_values_to_be_between 9.9%
Missing (n) expect_column_values_to_not_be_null 557
Missing (%) expect_column_values_to_not_be_null 42.4%

Quantiles

0.05 expect_column_quantile_values_to_be_between 6.0
Q1 expect_column_quantile_values_to_be_between 21.0
Median expect_column_quantile_values_to_be_between expect_column_median_to_be_between 28.0
Q3 expect_column_quantile_values_to_be_between 39.0
0.95 expect_column_quantile_values_to_be_between 57.0

Statistics

Mean expect_column_mean_to_be_between 30.40
Minimum expect_column_min_to_be_between 0.17
Maximum expect_column_max_to_be_between 71.00

Histogram expect_column_kl_divergence_to_be_less_than

Example Values expect_column_values_to_be_in_set

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 expect_column_to_exist

Type: string expect_column_values_to_be_of_type
expect_column_values_to_be_in_type_list

Properties

Distinct (n) expect_column_unique_value_count_to_be_between 2
Distinct (%) expect_column_proportion_of_unique_values_to_be_between 0.2%
Missing (n) expect_column_values_to_not_be_null 0
Missing (%) expect_column_values_to_not_be_null 0.0%

Example Values expect_column_values_to_be_in_set

male female

Value Counts expect_column_distinct_values_to_be_in_set

  • 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 expect_column_to_exist

Type: int expect_column_values_to_be_of_type
expect_column_values_to_be_in_type_list

Properties

Distinct (n) expect_column_unique_value_count_to_be_between 2
Distinct (%) expect_column_proportion_of_unique_values_to_be_between 0.2%
Missing (n) expect_column_values_to_not_be_null 0
Missing (%) expect_column_values_to_not_be_null 0.0%

Example Values expect_column_values_to_be_in_set

0 1

Value Counts expect_column_distinct_values_to_be_in_set

  • 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 expect_column_to_exist

Type: int expect_column_values_to_be_of_type
expect_column_values_to_be_in_type_list

Properties

Distinct (n) expect_column_unique_value_count_to_be_between 2
Distinct (%) expect_column_proportion_of_unique_values_to_be_between 0.2%
Missing (n) expect_column_values_to_not_be_null 0
Missing (%) expect_column_values_to_not_be_null 0.0%

Example Values expect_column_values_to_be_in_set

0 1

Value Counts expect_column_distinct_values_to_be_in_set

  • 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

Documentation autogenerated using Great Expectations .

Documentation autogenerated using Great Expectations .