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_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 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 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 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 .