For example, Pikachu first appeared in the original Pokemon games: Pokemon Red, Blue, and Yellow. For those not familiar with the nomenclature, Generation refers to which set of games a Pokemon made its debut. We will read in our data using pandas in Python:Įach entry gives a Pokemon’s name, its number in the national index of Pokemon (known as the Pokedex in the games), its primary type (type 1) and any secondary typing (type 2, where NaN is used if there’s no secondary type), total stats (Total) and individual breakdown of each stat (overall, these are metrics that indicate how strong the Pokemon), what generation it was introduced in, and whether it’s a legendary Pokemon. One is a listing of every Pokemon as of 2013 (which is completely fine for our purposes as the original Diamond and Pearl games were released in 2006), and another is a matrix of the different type matchups. I will be using two datasets, both from Kaggle. In this case, what is the best team of Pokemon you can assemble to take on these 12 trainers prior to Cynthia? Dataset There are 18 types and you can use up to 6 Pokemon at a time. Following the Elite Four is the final boss fight against the Pokemon Champion, who in Diamond and Pearl is Cynthia: she uses a myriad of different Pokemon types and is regarded as one of the hardest boss fights in the entire series. These are considered some of the strongest trainers in the land and like gym leaders, specialize in a specific type of Pokemon. After you defeat all eight gym leaders, you can then face off against the Elite Four at the Pokemon League. To gain the upper hand, you want to use Pokemon strong against the type you’re facing (think of it as an advanced version of rock, paper, scissors). This means it has a natural advantage against water type Pokemon, but a weakness to ground types. For example, Pikachu, the Pokemon mascot, is an electric type Pokemon. To achieve this goal, you must battle a series of eight bosses called gym leaders who each specialize in a specific element, or type, of Pokemon. The objective of most games is to train a team of up to six Pokemon and become the strongest trainer in the region. The three starter Pokemon in Diamond and Pearl, some brief in-game information on each of them, and their evolutions below. They and many other Pokemon can undergo a metamorphosis called evolution up to two times, allowing them to get stronger and in some cases gain an additional typing. In the Diamond and Pearl games, these are Turtwig, a grass-type turtle Pokemon Chimchar, a fire-type chimp Pokemon and Piplup, a water-type penguin Pokemon. At the start of each game, you’re given a choice between three initial Pokemon, known as starter Pokemon. Pokemon are animal-like creatures that can be captured and trained to battle against other Pokemon. Primerįirst, a bit of background for those not familiar with the Pokemon franchise. With the upcoming remakes of the classic Pokemon Diamond and Pearl video games, Brilliant Diamond and Shining Pearl, coming out next month, I thought it would be fun to use my data science knowledge to determine the best team of Pokemon to use in these games. Catching those animal-like creatures, and training them to fight in battle against other Pokemon formed some of my fondest childhood memories. Like many early 2000s kids, I enjoyed playing Pokemon growing up.
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