Data
mxmh

mxmh

active ARFF Publicly available Visibility: public Uploaded 13-10-2024 by Kushagra Vashistha
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music and mental health dataset

33 features

Timestampstring735 unique values
0 missing
Agenumeric61 unique values
1 missing
Primary streaming servicestring6 unique values
1 missing
Hours per daynumeric27 unique values
0 missing
While workingstring2 unique values
3 missing
Instrumentaliststring2 unique values
4 missing
Composerstring2 unique values
1 missing
Fav genrestring16 unique values
0 missing
Exploratorystring2 unique values
0 missing
Foreign languagesstring2 unique values
4 missing
BPMnumeric135 unique values
107 missing
Frequency [Classical]string4 unique values
0 missing
Frequency [Country]string4 unique values
0 missing
Frequency [EDM]string4 unique values
0 missing
Frequency [Folk]string4 unique values
0 missing
Frequency [Gospel]string4 unique values
0 missing
Frequency [Hip hop]string4 unique values
0 missing
Frequency [Jazz]string4 unique values
0 missing
Frequency [K pop]string4 unique values
0 missing
Frequency [Latin]string4 unique values
0 missing
Frequency [Lofi]string4 unique values
0 missing
Frequency [Metal]string4 unique values
0 missing
Frequency [Pop]string4 unique values
0 missing
Frequency [R&B]string4 unique values
0 missing
Frequency [Rap]string4 unique values
0 missing
Frequency [Rock]string4 unique values
0 missing
Frequency [Video game music]string4 unique values
0 missing
Anxietynumeric12 unique values
0 missing
Depressionnumeric12 unique values
0 missing
Insomnianumeric12 unique values
0 missing
OCDnumeric13 unique values
0 missing
Music effectsstring3 unique values
8 missing
Permissionsstring1 unique values
0 missing
Show all 33 features

19 properties

NumberOfInstances
736
Number of instances (rows) of the dataset.
NumberOfFeatures
33
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
129
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
120
Number of instances with at least one value missing.
NumberOfNumericFeatures
7
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
16.3
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0.53
Percentage of missing values.
Dimensionality
0.04
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
21.21
Percentage of numeric attributes.
Show all 19 properties

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