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Midwest_survey

Midwest_survey

active ARFF Creative Commons Attribution 4.0 International License Visibility: public Uploaded 17-02-2021 by Rich
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Survey to know if people self-identify as Midwesterners.

28 features

Census_Region (target)nominal9 unique values
284 missing
Do_you_consider_Wisconsin_state_as_part_of_the_Midwestnominal2 unique values
0 missing
In_what_ZIP_code_is_your_home_locatednominal2096 unique values
254 missing
Educationnominal5 unique values
305 missing
Household_Incomestring5 unique values
343 missing
Agenominal4 unique values
275 missing
Genderstring2 unique values
275 missing
Do_you_consider_Wyoming_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Montana_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_West_Virginia_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Pennsylvania_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Oklahoma_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Kentucky_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Colorado_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Arkansas_state_as_part_of_the_Midwestnominal2 unique values
0 missing
RespondentID (row identifier)numeric2778 unique values
0 missing
Do_you_consider_South_Dakota_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Ohio_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_North_Dakota_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Nebraska_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Missouri_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Minnesota_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Michigan_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Kansas_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Iowa_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Indiana_state_as_part_of_the_Midwestnominal2 unique values
0 missing
Do_you_consider_Illinois_state_as_part_of_the_Midwestnominal2 unique values
0 missing
How_much_do_you_personally_identify_as_a_Midwesternernominal4 unique values
0 missing
What_would_you_call_the_part_of_the_country_you_live_in_nowstring1008 unique values
1 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
1737
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
349
Number of instances with at least one value missing.
NumberOfNumericFeatures
0
Number of numeric attributes.
NumberOfSymbolicFeatures
25
Number of nominal attributes.
PercentageOfSymbolicFeatures
89.29
Percentage of nominal attributes.
AutoCorrelation
0.15
Average class difference between consecutive instances.
PercentageOfNumericFeatures
0
Percentage of numeric attributes.
PercentageOfMissingValues
2.23
Percentage of missing values.
PercentageOfInstancesWithMissingValues
12.56
Percentage of instances having missing values.
PercentageOfBinaryFeatures
71.43
Percentage of binary attributes.
NumberOfBinaryFeatures
20
Number of binary attributes.
MinorityClassSize
94
Number of instances belonging to the least frequent class.
MinorityClassPercentage
3.38
Percentage of instances belonging to the least frequent class.
MajorityClassSize
758
Number of instances belonging to the most frequent class.
MajorityClassPercentage
27.29
Percentage of instances belonging to the most frequent class.
Dimensionality
0.01
Number of attributes divided by the number of instances.
Show all 19 properties

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