Problem statement 7: Find out the top 10 Pokmons based on their total power. Problem statement 8: Find out the top 10 Pokmons having a drastic change in their attack and sp.attack Problem statement 9: Find out the top 10 Pokmons having a drastic change in their defense and sp.defense Use Case Pokemon Data Analysis So, what is Pokmon Go? Pokmon Go is a free-to-play, location-based augmented reality game developed by Niantic for ioS and Android devices. It was released only in July 2016 and only in selected countries. You can download Pokmon for free of cost and start playing. You can also use PokCoins to purchase Pokballs, the in-game item you need to be able to catch Pokmon. Performing Pokmon Data Analysis You can download the dataset necessary for this data analysis from here. The dataset consists of 11 columns and their respective description is as follows: Pokemonid Number: This column represents id of each Pokmorn. Name: This column represents the name of the Pokmon. Type 1: This column represents the property of a Pokmon. Type 2: This column represents the extended property of the same Pokmon. A Pokmon may be one or both the types. For instance, Charmander is a Fire type, while Bulbasaur is both a Grasstype as well as a Poison type. With the current 18 type system, there are 324 possible ways to assign these types to Pokmon, along with 171 unique combinations. As of Generation VI. 133 different type combinations have been used Total: This column represents the sum of all character points of a Pokmon (HP Attack, Defense, Sp. Atk, Sp. Def, and Speed). HP (Hit Points): This column represents Pokmon Hit Points, which is a value that determines how much damage a Pokmon can receive. When a Pokmon's HP is down to "0, the Pokmon will faint. HP is the most frequently affected stat of them all, as a depleting HP is a key factor in winning a battle. Attack: This column represents the Attack stat. Defense: This column represents the Defense stat. Sp. Atk: This column represents a Pokmon's Special Attack stat. Sp. Def: This column represents a Pokmon's Special Defense stat. Sneed: This column renrecents the sneed stat of a Pakmon