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kickstarter_projects

kickstarter_projects

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Data are collected from Kickstarter Platform You'll find most useful data for project analysis. Columns are self explanatory except: usd_pledged: conversion in US dollars of the pledged column (conversion done by kickstarter). usd pledge real: conversion in US dollars of the pledged column (conversion from Fixer.io API). usd goal real: conversion in US dollars of the goal column (conversion from Fixer.io API).

14 features

ID (row identifier)numeric331675 unique values
0 missing
namestring329595 unique values
0 missing
categorystring159 unique values
0 missing
main_categorystring15 unique values
0 missing
currencystring14 unique values
0 missing
deadlinestring3102 unique values
0 missing
goalnumeric7539 unique values
0 missing
launchedstring331255 unique values
0 missing
pledgednumeric59839 unique values
0 missing
statenominal2 unique values
0 missing
backersnumeric3926 unique values
0 missing
countrystring23 unique values
0 missing
usd pledgednumeric89573 unique values
210 missing
usd_pledged_realnumeric98659 unique values
0 missing
usd_goal_realnumeric44651 unique values
0 missing
Show all 14 features

62 properties

NumberOfInstances
331675
Number of instances (rows) of the dataset.
NumberOfFeatures
14
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
210
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
210
Number of instances with at least one value missing.
NumberOfNumericFeatures
6
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
7.14
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0.06
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
42.86
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
7.14
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
4723.28
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
87.74
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
0
Standard deviation of the number of distinct values among attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
53.08
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
726.85
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
8491.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
10263.73
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
76.58
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
99162.33
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
10996.63
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
42195.39
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
82.35
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1111176.42
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
17734.54
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
0
Number of attributes divided by the number of instances.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
12416.56
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
44251.57
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
2
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
83.11
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1117916.7
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
7703.44
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
1
Number of binary attributes.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
2
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
64.67
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
404357.93
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
1.07
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
1.82
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
2
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-1.67
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
11.13
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Show all 62 properties

8 tasks

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