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Midwest_Survey_nominal

Midwest_Survey_nominal

active ARFF Publicly available Visibility: public Uploaded 19-06-2020 by Marcos de Paula Bueno
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The midwest survey dataset contain individual responses from surveys about regional identification conducted for FiveThirtyEight by SurveyMonkey.

28 features

Location_(Census_Region) (target)nominal9 unique values
284 missing
In_your_own_words,_what_would_you_call_the_part_of_?nominal1008 unique values
1 missing
Personally_identification_as_a_Midwesterner?nominal4 unique values
0 missing
Illinois_in_MW?nominal2 unique values
0 missing
Indiana_in_MW?nominal2 unique values
0 missing
Iowa_in_MW?nominal2 unique values
0 missing
Kansas_in_MW?nominal2 unique values
0 missing
Michigan_in_MW?nominal2 unique values
0 missing
Minnesota_in_MW?nominal2 unique values
0 missing
Missouri_in_MW?nominal2 unique values
0 missing
Nebraska_in_MW?nominal2 unique values
0 missing
North_Dakota_in_MW?nominal2 unique values
0 missing
Ohio_in_MW?nominal2 unique values
0 missing
South_Dakota_in_MW?nominal2 unique values
0 missing
Wisconsin_in_MW?nominal2 unique values
0 missing
Arkansas_in_MW?nominal2 unique values
0 missing
Colorado_in_MW?nominal2 unique values
0 missing
Kentucky_in_MW?nominal2 unique values
0 missing
Oklahoma_in_MW?nominal2 unique values
0 missing
Pennsylvania_in_MW?nominal2 unique values
0 missing
West_Virginia_in_MW?nominal2 unique values
0 missing
Montana_in_MW?nominal2 unique values
0 missing
Wyoming_in_MW?nominal2 unique values
0 missing
ZIP_Codenominal2089 unique values
261 missing
Gendernominal2 unique values
275 missing
Agenominal4 unique values
275 missing
Household_Incomenominal5 unique values
343 missing
Educationnominal5 unique values
305 missing
Show all 28 features

19 properties

NumberOfInstances
2778
Number of instances (rows) of the dataset.
NumberOfFeatures
28
Number of attributes (columns) of the dataset.
NumberOfClasses
10
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
1744
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
355
Number of instances with at least one value missing.
NumberOfNumericFeatures
0
Number of numeric attributes.
NumberOfSymbolicFeatures
28
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
0
Percentage of numeric attributes.
MajorityClassPercentage
27.29
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
100
Percentage of nominal attributes.
MajorityClassSize
758
Number of instances belonging to the most frequent class.
MinorityClassPercentage
3.38
Percentage of instances belonging to the least frequent class.
MinorityClassSize
94
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
21
Number of binary attributes.
PercentageOfBinaryFeatures
75
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
12.78
Percentage of instances having missing values.
AutoCorrelation
0.89
Average class difference between consecutive instances.
PercentageOfMissingValues
2.24
Percentage of missing values.
Show all 19 properties

6 tasks

Clustering on Midwest_Survey_nominal
0 runs - estimation_procedure: 50 times Clustering
Clustering on Midwest_Survey_nominal
0 runs - estimation_procedure: 50 times Clustering
Clustering on Midwest_Survey_nominal
0 runs - estimation_procedure: 50 times Clustering
Clustering on Midwest_Survey_nominal
0 runs - estimation_procedure: 50 times Clustering
Clustering on Midwest_Survey_nominal
0 runs - estimation_procedure: 50 times Clustering
Clustering on Midwest_Survey_nominal
0 runs - estimation_procedure: 50 times Clustering
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