Data
Netflix_movies

Netflix_movies

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Elif Ceren Gok
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  • Computer Systems Machine Learning
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Content This Dataset Contains informations about Netflix movies, and how the Netflix website and use it to give me recommendations about movies of the genre that I prefer. Here, I used Netflix's API to get data and I did EDA ,cleaning and Visualization to get start the recommendationssystems machine learning.

10 features

Unnamed:_0numeric3323 unique values
0 missing
movie_namestring3322 unique values
0 missing
Durationnumeric205 unique values
0 missing
yearnumeric65 unique values
0 missing
genrestring219 unique values
0 missing
directorstring2605 unique values
0 missing
actorsstring3237 unique values
0 missing
countrystring383 unique values
0 missing
ratingnumeric76 unique values
0 missing
enter_in_netflixstring1005 unique values
0 missing
Show all 10 features

19 properties

NumberOfInstances
3323
Number of instances (rows) of the dataset.
NumberOfFeatures
10
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
4
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
40
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
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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