Clash Royale - Data Science Project

We investigated which cards are most likely to win.

Which combinations of cards are increasingly successful in the high elo range?

How relevant is the use of building cards in the deck and how relevant is the corresponding number?

How relevant is the use of spells in the deck and how relevant is the corresponding number?

We investigated the influence of buy-based cards to stay in high elo.

In what way do current evolutions influence the meta, so it is necessary to spend money regularly?

How are the level 15 cards distributed among the players and what influence do they have?

We investigated the influence of leaked elixir and the average elixir costs of decks.

How much influence does the leaked elixir have on the win rate?

What influence does the average elixir cost have on the win rate?

We also investigated the general playtime behaviour of the players.

When is Clash Royale played the most?

Process of data collection, data cleaning, data selection and data transformation.