Predicting Legendary Pokemon Using Dataset of Stats

Total 721 different pokemons and approx 800 total pokemon stats containing Normal,Legendary and Mega Evolutions.

dataset = pd.read_csv("Pokemon(copy).csv")
print ('Datasets:' ,dataset.shape )
Datasets: (800, 9)

Visual Analysis of Pokemon Dataset

Pokemon Attributes :

• Name: Name of each pokemon
• base_experience : Base Experience of Pokemon
• height : Height Of pokemon
• weight : Weight Of pokemon
• Type 1: Each pokemon has a type, this determines weakness/resistance to attacks
• Type 2: Some pokemon are dual type and have 2
• Abilities : (1,2,Hidden) Abilities of pokemon determines behavior or responding to certain conditions such as terrain,stat change etc.
• Total: sum of all stats that come after this, a general guide to how strong a pokemon is
• HP: hit points, or health, defines how much damage a pokemon can withstand before fainting
• Attack: the base modifier for normal attacks (eg. Scratch, Punch)
• Defense: the base damage resistance against normal attacks
• SP Atk: special attack, the base modifier for special attacks (e.g. fire blast, bubble beam)
• SP Def: the base damage resistance against special attacks
• Speed: determines which pokemon attacks first each round

Birthday Paradox

In a random gathering of 23 people, there is a 50% chance that two people will have the same birthday, is known as Birthday Paradox or Birthday problem.