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Anime-Dataset

Anime-Dataset

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Lowe
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Context As a fan of anime (Japanese animated media), I have always wanted to have information about all the anime I can get my hands on. Content This data was scraped from anime-planet on June 15, 2020. Acknowledgements I would like to thank anime-planet for doing an incredible job at creating a clean website, where relevant information was easy to find. Inspiration Using this data, I would like to determine which factors contribute to the rating of an anime. Additionally, it would be nice to create a recommendation engine.

18 features

studiosstring864 unique values
0 missing
votesnumeric3787 unique values
2459 missing
ratingnumeric3306 unique values
2471 missing
droppednumeric1232 unique values
0 missing
wantWatchnumeric3521 unique values
0 missing
watchingnumeric1463 unique values
0 missing
watchednumeric4317 unique values
222 missing
contentWarnstring178 unique values
0 missing
tagsstring9580 unique values
0 missing
titlestring14576 unique values
0 missing
descriptionstring8107 unique values
6405 missing
sznOfReleasestring4 unique values
10811 missing
finishYrnumeric104 unique values
444 missing
startYrnumeric104 unique values
222 missing
ongoingnominal2 unique values
0 missing
durationnumeric147 unique values
5441 missing
epsnumeric209 unique values
359 missing
mediaTypestring8 unique values
68 missing
Show all 18 features

19 properties

NumberOfInstances
14578
Number of instances (rows) of the dataset.
NumberOfFeatures
18
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
28902
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
13866
Number of instances with at least one value missing.
NumberOfNumericFeatures
10
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfSymbolicFeatures
5.56
Percentage of nominal attributes.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
55.56
Percentage of numeric attributes.
PercentageOfMissingValues
11.01
Percentage of missing values.
PercentageOfInstancesWithMissingValues
95.12
Percentage of instances having missing values.
PercentageOfBinaryFeatures
5.56
Percentage of binary attributes.
NumberOfBinaryFeatures
1
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Dimensionality
0
Number of attributes divided by the number of instances.
Show all 19 properties

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