Full Data Asset Identifier | titanic/default/Titanic |
Expectation Suite Name | BasicDatasetProfiler |
Great Expectations Version | 0.8.2+1.g5cfed173 |
Run ID | test_run_id_12345 |
Validation Succeeded | False |
Evaluated Expectations | 51 |
Successful Expectations | 43 |
Unsuccessful Expectations | 8 |
Success Percent | 84.31% |
Status | Expectation | Observed Value |
---|---|---|
Must have more than 0 rows.
| 1,313 | |
This table should have a list of columns in a specific order, but that order is not specified.
| ['Unnamed: 0', 'Name', 'PClass', 'Age', 'Sex', 'Survived', 'SexCode'] |
Status | Expectation | Observed Value | ||||||||||||||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
value types must belong to this set: BIGINT BYTEINT DECIMAL INT INTEGER IntegerType LongType SMALLINT TINYINT int.
| int64 | |||||||||||||||||||||||||||||||||||||||||||
may have any number of unique values.
| 1,313 | |||||||||||||||||||||||||||||||||||||||||||
may have any percentage of unique values.
| 1 | |||||||||||||||||||||||||||||||||||||||||||
values must not be null, at least 50 % of the time.
| 100% not null | |||||||||||||||||||||||||||||||||||||||||||
values must belong to this set: [ ].
1,313 unexpected values found. 100% of 1,313 total rows.
| 100% unexpected | |||||||||||||||||||||||||||||||||||||||||||
values must be unique.
| 0% unexpected |
Status | Expectation | Observed Value | ||||||||||||||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
value types must belong to this set: CHAR StringType TEXT VARCHAR str string.
| 0% unexpected | |||||||||||||||||||||||||||||||||||||||||||
may have any number of unique values.
| 1,31 | |||||||||||||||||||||||||||||||||||||||||||
may have any percentage of unique values.
| ≈0.9977151561 | |||||||||||||||||||||||||||||||||||||||||||
values must not be null, at least 50 % of the time.
| 100% not null | |||||||||||||||||||||||||||||||||||||||||||
values must belong to this set: [ ].
1,313 unexpected values found. 100% of 1,313 total rows.
| 100% unexpected | |||||||||||||||||||||||||||||||||||||||||||
values must not match this regular expression: ^\s+|\s+$.
3 unexpected values found. ≈0.2285% of 1,313 total rows.
| ≈0.22848% unexpected |
Status | Expectation | Observed Value | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
value types must belong to this set: CHAR StringType TEXT VARCHAR str string.
| 0% unexpected | |||||||||||
may have any number of unique values.
| 4 | |||||||||||
may have any percentage of unique values.
| ≈0.003046458492 | |||||||||||
values must not be null, at least 50 % of the time.
| 100% not null | |||||||||||
values must belong to this set: [ ].
1,313 unexpected values found. 100% of 1,313 total rows.
| 100% unexpected | |||||||||||
values must not match this regular expression: ^\s+|\s+$.
| 0% unexpected | |||||||||||
distinct values must belong to a set, but that set is not specified.
| ['*', '1st', '2nd', '3rd'] |
Status | Expectation | Observed Value | ||||||||||||||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
value types must belong to this set: DOUBLE_PRECISION DoubleType FLOAT FLOAT4 FLOAT8 FloatType NUMERIC float.
| float64 | |||||||||||||||||||||||||||||||||||||||||||
may have any number of unique values.
| 75 | |||||||||||||||||||||||||||||||||||||||||||
may have any percentage of unique values.
| ≈0.09920634921 | |||||||||||||||||||||||||||||||||||||||||||
values must not be null, at least 50 % of the time.
| ≈57.578% not null | |||||||||||||||||||||||||||||||||||||||||||
values must belong to this set: [ ].
756 unexpected values found. ≈57.58% of 1,313 total rows.
| ≈57.578% unexpected | |||||||||||||||||||||||||||||||||||||||||||
minimum value may have any numerical value.
| 0.17 | |||||||||||||||||||||||||||||||||||||||||||
maximum value may have any numerical value.
| 71 | |||||||||||||||||||||||||||||||||||||||||||
mean may have any numerical value.
| ≈30.39798942 | |||||||||||||||||||||||||||||||||||||||||||
median may have any numerical value.
| 28 | |||||||||||||||||||||||||||||||||||||||||||
expect_column_quantile_values_to_be_between(**{'column': 'Age', 'quantile_ranges': {'quantiles': [0.05, 0.25, 0.5, 0.75, 0.95], 'value_ranges': [[None, None], [None, None], [None, None], [None, None], [None, None]]}, 'result_format': 'SUMMARY'})
| {'quantiles': [0.05, 0.25, 0.5, 0.75, 0.95], 'values': [6.0, 21.0, 28.0, 39.0, 57.0]} | |||||||||||||||||||||||||||||||||||||||||||
Column can match any distribution.
|
Status | Expectation | Observed Value | ||||||
---|---|---|---|---|---|---|---|---|
value types must belong to this set: CHAR StringType TEXT VARCHAR str string.
| 0% unexpected | |||||||
may have any number of unique values.
| 2 | |||||||
may have any percentage of unique values.
| ≈0.001523229246 | |||||||
values must not be null, at least 50 % of the time.
| 100% not null | |||||||
values must belong to this set: [ ].
1,313 unexpected values found. 100% of 1,313 total rows.
| 100% unexpected | |||||||
values must not match this regular expression: ^\s+|\s+$.
| 0% unexpected | |||||||
distinct values must belong to a set, but that set is not specified.
| ['female', 'male'] |
Status | Expectation | Observed Value | ||||||
---|---|---|---|---|---|---|---|---|
value types must belong to this set: BIGINT BYTEINT DECIMAL INT INTEGER IntegerType LongType SMALLINT TINYINT int.
| int64 | |||||||
may have any number of unique values.
| 2 | |||||||
may have any percentage of unique values.
| ≈0.001523229246 | |||||||
values must not be null, at least 50 % of the time.
| 100% not null | |||||||
values must belong to this set: [ ].
1,313 unexpected values found. 100% of 1,313 total rows.
| 100% unexpected | |||||||
distinct values must belong to a set, but that set is not specified.
| [0, 1] |
Status | Expectation | Observed Value | ||||||
---|---|---|---|---|---|---|---|---|
value types must belong to this set: BIGINT BYTEINT DECIMAL INT INTEGER IntegerType LongType SMALLINT TINYINT int.
| int64 | |||||||
may have any number of unique values.
| 2 | |||||||
may have any percentage of unique values.
| ≈0.001523229246 | |||||||
values must not be null, at least 50 % of the time.
| 100% not null | |||||||
values must belong to this set: [ ].
1,313 unexpected values found. 100% of 1,313 total rows.
| 100% unexpected | |||||||
distinct values must belong to a set, but that set is not specified.
| [0, 1] |
Documentation autogenerated using Great Expectations.
Documentation autogenerated using Great Expectations.