OpenML
Web-Series-Ultimate-Collection

Web-Series-Ultimate-Collection

active ARFF GPL 2 Visibility: public Uploaded 23-03-2022 by Onur Yildirim
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Content This is a huge dataset that contains every web series around the globe streaming right now at the date of the creation of the dataset. Inspiration This dataset can be used to answer the following questions: Which streaming platform(s) can I find this web series on? Average IMDb rating and other ratings What is the genre of the title? What is the synopsis? How many seasons are there right now? Which year this was produced?

9 features

Series_Titlestring12102 unique values
7 missing
Year_Releasednumeric86 unique values
0 missing
Content_Ratingstring5 unique values
5121 missing
IMDB_Ratingnumeric84 unique values
2146 missing
R_Ratingnumeric88 unique values
0 missing
Genrestring858 unique values
0 missing
Descriptionstring11875 unique values
0 missing
No_of_Seasonsstring94 unique values
0 missing
Streaming_Platformstring530 unique values
1983 missing
Show all 9 features

19 properties

NumberOfInstances
12353
Number of instances (rows) of the dataset.
NumberOfFeatures
9
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
9257
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
6437
Number of instances with at least one value missing.
NumberOfNumericFeatures
3
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
33.33
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
52.11
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
8.33
Percentage of missing values.
Show all 19 properties

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