Expectation Suite

A collection of Expectations defined for batches of data.

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Overview
Info
Full Data Asset Identifier
titanic/default/Titanic
Data Asset Type
Dataset
Expectation Suite Name
BasicDatasetProfiler
Great Expectations Version
0.9.0b1+229.gdf6d9f0c
Table-Level Expectations
  • Must have more than 0 rows.

  • Must have a list of columns in a specific order, but that order is not specified.

Notes

This Expectation suite currently contains 51 total Expectations across 7 columns.

To add additional notes, edit the <code>meta.notes.content</code> field in the appropriate Expectation json file.

Age
  • value types must belong to this set: DOUBLE_PRECISION DoubleType FLOAT FLOAT4 FLOAT8 FloatType NUMERIC float.

  • may have any number of unique values.

  • may have any fraction of unique values.

  • values must not be null, at least 50 % of the time.

  • values must belong to this set: [ ].

  • minimum value may have any numerical value.

  • maximum value may have any numerical value.

  • mean may have any numerical value.

  • median may have any numerical value.

  • quantiles must be within the following value ranges.
  • Quantile Min Value Max Value
    0.05
    Any
    Any
    Q1
    Any
    Any
    Median
    Any
    Any
    Q3
    Any
    Any
    0.95
    Any
    Any

  • can match any distribution.

Name
  • value types must belong to this set: CHAR StringType TEXT VARCHAR str string.

  • may have any number of unique values.

  • may have any fraction of unique values.

  • values must not be null, at least 50 % of the time.

  • values must belong to this set: [ ].

  • values must not match this regular expression: ^\s+|\s+$.

PClass
  • value types must belong to this set: CHAR StringType TEXT VARCHAR str string.

  • may have any number of unique values.

  • may have any fraction of unique values.

  • values must not be null, at least 50 % of the time.

  • values must belong to this set: [ ].

  • values must not match this regular expression: ^\s+|\s+$.

  • distinct values must belong to a set, but that set is not specified.

Sex
  • value types must belong to this set: CHAR StringType TEXT VARCHAR str string.

  • may have any number of unique values.

  • may have any fraction of unique values.

  • values must not be null, at least 50 % of the time.

  • values must belong to this set: [ ].

  • values must not match this regular expression: ^\s+|\s+$.

  • distinct values must belong to a set, but that set is not specified.

SexCode
  • value types must belong to this set: BIGINT BYTEINT DECIMAL INT INTEGER IntegerType LongType SMALLINT TINYINT int.

  • may have any number of unique values.

  • may have any fraction of unique values.

  • values must not be null, at least 50 % of the time.

  • values must belong to this set: [ ].

  • distinct values must belong to a set, but that set is not specified.

Survived
  • value types must belong to this set: BIGINT BYTEINT DECIMAL INT INTEGER IntegerType LongType SMALLINT TINYINT int.

  • may have any number of unique values.

  • may have any fraction of unique values.

  • values must not be null, at least 50 % of the time.

  • values must belong to this set: [ ].

  • distinct values must belong to a set, but that set is not specified.

Unnamed: 0
  • value types must belong to this set: BIGINT BYTEINT DECIMAL INT INTEGER IntegerType LongType SMALLINT TINYINT int.

  • may have any number of unique values.

  • may have any fraction of unique values.

  • values must not be null, at least 50 % of the time.

  • values must belong to this set: [ ].

  • values must be unique.

Expectation Suite

A collection of Expectations defined for batches of data.