Documentation autogenerated using Great Expectations.

Overview

Dataset info

Number of variables
7
Number of observations expect_table_row_count_to_be_between
1313
Missing cells
6.06%

Variable types

int
3
float
1
string
3
unknown
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 2
  • 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
  • expect_table_column_count_to_be_between 1
  • expect_table_column_count_to_equal 1
  • expect_table_row_count_to_equal 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

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)

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

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

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

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

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

Documentation autogenerated using Great Expectations.