Overview

Expectation types

• 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

Example values

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

Expectation types

• 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

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

Expectation types

• 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

Example values

3rd 1st 2nd *

Value Counts

Expectation types

• 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

Quantiles

Statistics

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

Expectation types

• 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

Example values

male female

Value Counts

Expectation types

• 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

Example values

0 1

Value Counts

Expectation types

• 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

Example values

0 1

Value Counts

Expectation types

• 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