Data
Pokemon-(Generation-1---Generation-8)

Pokemon-(Generation-1---Generation-8)

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Onur Yildirim
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  • Computer Systems Machine Learning
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Pokemons are something which fascinated me every single time. Who would believe that a 6 year old kid used to be late to school almost everyday because of watching those extra minutes of the Pokemon episode. Years later, that kid is still deep inside me fantasizing about the Pokemon world. About the Data The dataset contains the details of all Pokemons from Generation 1 to Generation 8. It describes the different attributes of Pokemons like Type, HP, Attack power, Defense power etc. for 1045 unique Pokemons. Column details Pokedex No. - pokedex number of the pokemon Name - name of the pokemon Type - type of the pokemon Every pokemon belongs to atleast one type and atmost two types. Other Type - the other type of the pokemon, if any. The value of the column is NaN if the pokemon belongs to only one type. HP - hit points of the pokemon Attack - attack power of the pokemon Defense - defense power of the pokemon Special Attack - special attack power of the pokemon Special Defense - special defense power of the pokemon Speed - speed of the pokemon Total - total power of the pokemon (sum of HP, Attack, Defense, Special Attack, Special Defense, Speed) Generation - generation to which the pokemon belongs Legendary - whether the pokemon is legendary or not The pokemon is Legendary if the value of the column is 1 The pokemon is Non-Legendary if the value of the column is 0 Inspiration The Pokemon with stats dataset posted by Alberto Barradas was the main inspiration for this dataset. Along with all the pokemons that were listed in that dataset, this dataset includes all the new pokemons that were added in all Generations including Generation 8. The data was scraped from Complete Pokemon Pokedex using the requests library and parsed using Beautiful Soup.

13 features

Legendary (target)numeric2 unique values
0 missing
Pokedex_No.numeric898 unique values
0 missing
Namestring1044 unique values
0 missing
Typestring18 unique values
0 missing
Other_Typestring18 unique values
492 missing
HPnumeric103 unique values
0 missing
Attacknumeric123 unique values
0 missing
Defensenumeric114 unique values
0 missing
Special_Attacknumeric119 unique values
0 missing
Special_Defensenumeric107 unique values
0 missing
Speednumeric127 unique values
0 missing
Totalnumeric216 unique values
0 missing
Generationnumeric8 unique values
0 missing

19 properties

1045
Number of instances (rows) of the dataset.
13
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
492
Number of missing values in the dataset.
492
Number of instances with at least one value missing.
10
Number of numeric attributes.
0
Number of nominal attributes.
0.01
Number of attributes divided by the number of instances.
76.92
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
47.08
Percentage of instances having missing values.
0.98
Average class difference between consecutive instances.
3.62
Percentage of missing values.

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