Validation Overview

Info

Full Data Asset Identifier
Expectation Suite Namedefault
Great Expectations Version0.7.3__develop
Run ID2019-07-26T205021.975202Z
Validation SucceededFalse

Statistics

Evaluated Expectations51
Successful Expectations43
Unsuccessful Expectations8
Success Percent84.31%

Unnamed: 0

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. 1313
may have any percentage of unique values. 1.0
values must not be null, at least 50.0 % of the time. 0 null
values must belong to this set: [ ].

1313 unexpected values found. 100.00% of 1313 total rows.
Unexpected Value Count
11
21
31
41
51
61
71
81
91
101
111
121
131
141
151
161
171
181
191
201
--
values must be unique. --

Name

Status Expectation Observed Value
value types must belong to this set: CHAR StringType TEXT VARCHAR str string. --
may have any number of unique values. 1310
may have any percentage of unique values. 0.9977151561309977
values must not be null, at least 50.0 % of the time. 0 null
values must belong to this set: [ ].

1313 unexpected values found. 100.00% of 1313 total rows.
Unexpected Value Count
Carlsson, Mr Frans Olof2
Connolly, Miss Kate2
Kelly, Mr James2
Allen, Miss Elisabeth Walton1
Allison, Master Hudson Trevor1
Allison, Miss Helen Loraine1
Allison, Mr Hudson Joshua Creighton1
Allison, Mrs Hudson JC (Bessie Waldo Daniels)1
Anderson, Mr Harry1
Andrews, Miss Kornelia Theodosia1
Andrews, Mr Thomas, jr1
Appleton, Mrs Edward Dale (Charlotte Lamson)1
Artagaveytia, Mr Ramon1
Astor, Colonel John Jacob1
Astor, Mrs John Jacob (Madeleine Talmadge Force)1
Aubert, Mrs Leontine Pauline1
Barkworth, Mr Algernon H1
Baumann, Mr John D1
Baxter, Mr Quigg Edmond1
Baxter, Mrs James (Helene DeLaudeniere Chaput)1
--
values must not match this regular expression: ^\s+|\s+$.

3 unexpected values found. 0.23% of 1313 total rows.
Unexpected Value Count
Barber, Ms 1
Daly, Mr Peter Denis 1
Geiger, Miss Emily 1
--

PClass

Status Expectation Observed Value
value types must belong to this set: CHAR StringType TEXT VARCHAR str string. --
may have any number of unique values. 4
may have any percentage of unique values. 0.0030464584920030465
values must not be null, at least 50.0 % of the time. 0 null
values must belong to this set: [ ].

1313 unexpected values found. 100.00% of 1313 total rows.
Unexpected Value Count
3rd711
1st322
2nd279
*1
--
values must not match this regular expression: ^\s+|\s+$. --
distinct values must belong to a set, but that set is not specified. ['*', '1st', '2nd', '3rd']

Age

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. 0.0992063492063492
values must not be null, at least 50.0 % of the time. 557 null
values must belong to this set: [ ].

756 unexpected values found. 57.58% of 1313 total rows.
Unexpected Value Count
22.035
21.031
30.031
18.030
36.029
24.027
26.027
27.024
28.024
19.023
20.023
23.023
25.023
32.022
45.020
29.015
31.014
33.014
35.014
39.014
--
minimum value may have any numerical value. 0.17
maximum value may have any numerical value. 71.0
mean may have any numerical value. 30.397989417989418
median may have any numerical value. 28.0
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]}
Kullback-Leibler (KL) divergence with respect to a given distribution must be lower than a provided threshold but no distribution was specified. --

Sex

Status Expectation Observed Value
value types must belong to this set: CHAR StringType TEXT VARCHAR str string. --
may have any number of unique values. 2
may have any percentage of unique values. 0.0015232292460015233
values must not be null, at least 50.0 % of the time. 0 null
values must belong to this set: [ ].

1313 unexpected values found. 100.00% of 1313 total rows.
Unexpected Value Count
male851
female462
--
values must not match this regular expression: ^\s+|\s+$. --
distinct values must belong to a set, but that set is not specified. ['female', 'male']

Survived

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. 0.0015232292460015233
values must not be null, at least 50.0 % of the time. 0 null
values must belong to this set: [ ].

1313 unexpected values found. 100.00% of 1313 total rows.
Unexpected Value Count
null863
1450
--
distinct values must belong to a set, but that set is not specified. [0, 1]

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. 2
may have any percentage of unique values. 0.0015232292460015233
values must not be null, at least 50.0 % of the time. 0 null
values must belong to this set: [ ].

1313 unexpected values found. 100.00% of 1313 total rows.
Unexpected Value Count
null851
1462
--
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.