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Explore the balance of the original 151 Pokémon in PokémonGo through data analytics. Discover the dominance of water types and their advantage in terms of Max CP and Max HP. Find out how this impacts gameplay and consider future balancing methods.
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Michal Shingler Dr. Bennett Intro to Data Analytics Stat Balancing of 1st Generation PokemonGo!
Introductory Questions • Are the original 151 Pokémon in the initial release of PokemonGo properly balanced? • Is there enough information to confidently conclude whether the Pokémon are indeed balanced or not?
Data Intro • Original dataset • Given basic characteristics of each Pokémon • Name • Number • Type’s 1 and 2 (if applicable) • Max CP (Combat Power) • Max HP (Hit Points) • Image URL
Cleaning • Sorted into two new worksheets: • ”Sorted-CP” in which the data was sorted by greatest to least Max CP • “Sorted-HP” in which the data was sorted by greatest to least Max HP • Removed the “Image URL” entirely as it was irrelevant and clunky
Discovery • There was speculation that the Pokémon with the water typing had a substantially higher Max CP and Max HP than any other types. • This lead to the discovery that water Pokémon may be unbalanced.
Analysis Discovery • It was true that the water type Pokémon did have the highest Max CP and highest Max HP • However, this type also had the highest amount of Pokémon within it
Conclusions • Is the original 1st generation of Pokémon in PokemonGo! unbalanced? • Yes, being that the water type had a significantly higher Max CP and Max HP stats and much more Pokémon than any other typing group. • Any individual who played the game actively and took advantage of the potential for water type Pokémon would have a great advantage against players with Pokémon of other types.
Moving Forward • With the advancement of this very popular game, and new generations of Pokémon coming out with each passing year, uncovering the balancing methods and analyzing them would be extremely interesting.