Data
Pokemon-with-stats-Generation-8

Pokemon-with-stats-Generation-8

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Dustin Carrion
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  • Computer Systems Machine Learning
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Context After the release of Pokmon Sword and Shield on the November 15, 2019, 81 new Pokemons were released alongside 13 regional variants of preexisting Pokmon. Content Like dataset from previous generations, you'll find data about: Name HP Attack Defense Sp. Attack Sp. Defense Speed Total Average Generation Acknowledgements Alberto Barradas for all the Pokemons until generation 6 and gurarako for the generation 7. Additional information gathered thanks to bulbapedia.

13 features

#numeric890 unique values
0 missing
Namestring1016 unique values
0 missing
Type_1string21 unique values
0 missing
Type_2string19 unique values
479 missing
HPnumeric102 unique values
0 missing
Attacknumeric123 unique values
0 missing
Defensenumeric114 unique values
0 missing
Sp._Attacknumeric119 unique values
0 missing
Sp._Defensenumeric107 unique values
0 missing
Speednumeric126 unique values
0 missing
Totalnumeric216 unique values
0 missing
Averagenumeric216 unique values
0 missing
Generationnumeric8 unique values
0 missing
Show all 13 features

19 properties

NumberOfInstances
1017
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
479
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
479
Number of instances with at least one value missing.
NumberOfNumericFeatures
10
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
76.92
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
47.1
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
3.62
Percentage of missing values.
Show all 19 properties

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