Data
CSM

CSM

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Conventional and Social Media Movies (CSM) - Dataset 2014 and 2015 Data Set 12 features categorized as conventional and social media features. Both conventional features, collected from movies databases on Web as well as social media features(YouTube,Twitter).

13 features

Movie (row identifier)nominal231 unique values
0 missing
Yearnumeric2 unique values
0 missing
Ratingsnumeric45 unique values
0 missing
Genrenumeric11 unique values
0 missing
Grossnumeric215 unique values
0 missing
Budgetnumeric104 unique values
1 missing
Screensnumeric200 unique values
10 missing
Sequelnumeric7 unique values
0 missing
Sentimentnumeric36 unique values
0 missing
Viewsnumeric231 unique values
0 missing
Likesnumeric227 unique values
0 missing
Dislikesnumeric203 unique values
0 missing
Commentsnumeric213 unique values
0 missing
Aggregate.Followersnumeric190 unique values
35 missing
Show all 13 features

19 properties

NumberOfInstances
231
Number of instances (rows) of the dataset.
NumberOfFeatures
13
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
46
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
44
Number of instances with at least one value missing.
NumberOfNumericFeatures
13
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.06
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
100
Percentage of numeric 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
19.05
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
1.53
Percentage of missing values.
Show all 19 properties

8 tasks

Supervised Regression on CSM
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: mean_absolute_error - target_feature: Likes
Clustering on CSM
0 runs - estimation_procedure: 50 times Clustering
Clustering on CSM
0 runs - estimation_procedure: 50 times Clustering
Clustering on CSM
0 runs - estimation_procedure: 50 times Clustering
Clustering on CSM
0 runs - estimation_procedure: 50 times Clustering
Clustering on CSM
0 runs - estimation_procedure: 50 times Clustering
Clustering on CSM
0 runs - estimation_procedure: 50 times Clustering
Clustering on CSM
0 runs - estimation_procedure: 50 times Clustering
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