Expectation Suite

A collection of Expectations defined for batches of data.

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Overview
Info
Expectation Suite Name
first_data.csv.warning
Great Expectations Version
0.13.36
Table-Level Expectations
  • Must have these columns in this order: Unnamed: 0, Daily Time Spent on Site, Age, Area Income, Daily Internet Usage, Ad Topic Line, City, Male, Country, Timestamp, Clicked on Ad
Notes

This Expectation suite currently contains 38 total Expectations across 10 columns.

Ad Topic Line
  • values must never be null.
  • value types must belong to this set: CHAR NCHAR VARCHAR NVARCHAR TEXT NTEXT STRING StringType string str object dtype('O').
Age
  • minimum value must be greater than or equal to 15 and less than or equal to 23.
  • maximum value must be greater than or equal to 57 and less than or equal to 70.
  • mean must be greater than or equal to 30 and less than or equal to 40.
  • values must never be null.
  • value types must belong to this set: INTEGER integer int int_ int8 int16 int32 int64 uint8 uint16 uint32 uint64 INT INTEGER INT64 TINYINT BYTEINT SMALLINT BIGINT IntegerType LongType.
Area Income
  • minimum value must be greater than or equal to 12000 and less than or equal to 15000.
  • maximum value must be greater than or equal to 70000 and less than or equal to 80000.
  • mean must be greater than or equal to 54000 and less than or equal to 65000.
  • values must never be null.
  • value types must belong to this set: FLOAT FLOAT4 FLOAT8 FLOAT64 DOUBLE DOUBLE_PRECISION NUMERIC FloatType DoubleType float_ float16 float32 float64 number DECIMAL REAL.
City
  • values must never be null.
  • fraction of unique values must be greater than or equal to 0.9 and less than or equal to 0.999.
  • value types must belong to this set: CHAR NCHAR VARCHAR NVARCHAR TEXT NTEXT STRING StringType string str object dtype('O').
Clicked on Ad
  • mean must be greater than or equal to 0.45 and less than or equal to 0.55.
  • values must belong to this set: 0 1.
  • values must never be null.
  • value types must belong to this set: INTEGER integer int int_ int8 int16 int32 int64 uint8 uint16 uint32 uint64 INT INTEGER INT64 TINYINT BYTEINT SMALLINT BIGINT IntegerType LongType.
Country
  • values must never be null.
  • value types must belong to this set: CHAR NCHAR VARCHAR NVARCHAR TEXT NTEXT STRING StringType string str object dtype('O').
Daily Internet Usage
  • minimum value must be greater than or equal to 95 and less than or equal to 110.
  • maximum value must be greater than or equal to 250 and less than or equal to 270.
  • mean must be greater than or equal to 170 and less than or equal to 185.
  • values must never be null.
  • value types must belong to this set: FLOAT FLOAT4 FLOAT8 FLOAT64 DOUBLE DOUBLE_PRECISION NUMERIC FloatType DoubleType float_ float16 float32 float64 number DECIMAL REAL.
Daily Time Spent on Site
  • minimum value must be greater than or equal to 30 and less than or equal to 40.
  • maximum value must be greater than or equal to 85 and less than or equal to 100.
  • mean must be greater than or equal to 55 and less than or equal to 70.
  • values must never be null.
  • value types must belong to this set: FLOAT FLOAT4 FLOAT8 FLOAT64 DOUBLE DOUBLE_PRECISION NUMERIC FloatType DoubleType float_ float16 float32 float64 number DECIMAL REAL.
Male
  • values must belong to this set: 0 1.
  • mean must be greater than or equal to 0.45 and less than or equal to 0.55.
  • values must never be null.
  • value types must belong to this set: INTEGER integer int int_ int8 int16 int32 int64 uint8 uint16 uint32 uint64 INT INTEGER INT64 TINYINT BYTEINT SMALLINT BIGINT IntegerType LongType.
Timestamp
  • values must never be null.
  • value types must belong to this set: CHAR NCHAR VARCHAR NVARCHAR TEXT NTEXT STRING StringType string str object dtype('O').