This data set was uploaded by Kaggle user Rounak Banik. The data was scraped from Serebii. Similar to Serebii, this date contains the following columns:
- name: The English name of the Pokemon.
- japanese_name: The Original Japanese name of the Pokemon.
- pokedex_number: The entry number of the Pokemon in the National Pokedex.
- percentage_male: The percentage of the species that are male. Blank if the Pokemon is genderless.
- type1: The Primary Type of the Pokemon.
- type2: The Secondary Type of the Pokemon.
- classification: The Classification of the Pokemon as described by the Sun and Moon Pokedex.
- height_m: Height of the Pokemon in metres.
- weight_kg: The Weight of the Pokemon in kilograms.
- capture_rate: Capture Rate of the Pokemon.
- base_egg_steps: The number of steps required to hatch an egg of the Pokemon.
- abilities: A stringified list of abilities that the Pokemon is capable of having.
- experience_growth: The Experience Growth of the Pokemon.
- base_happiness: Base Happiness of the Pokemon.
- against_?: Eighteen features that denote the amount of damage taken against an attack of a particular type.
- base_total: The sum of the base stats of the Pokemon.
- hp: The Base HP of the Pokemon.
- attack: The Base Attack of the Pokemon.
- defense: The Base Defense of the Pokemon.
- sp_attack: The Base Special Attack of the Pokemon.
- sp_defense: The Base Special Defense of the Pokemon.
- speed: The Base Speed of the Pokemon.
- generation: The numbered generation which the Pokemon was first introduced.
- is_legendary: Denotes if the Pokemon is legendary. 1 if the Pokemon is legendary and 0 otherwise.
Like Banik, Pokemon is very close to my heart as I grew up with it. Despite barely having time to play the games, Pokemon will always the cornerstone of my interests and will always think fondly of.
- Model to predict if Type: Null is a legendary or not.
- Model to predict a Pokemon's type given their stats.
- Neural Network to come up with a Pokemon's name given their type.