My Kernel https://www.kaggle.com/edword/d/abcsds/pokemon/stats-comparison-3d-scatter-plot
This dataset includes 721 Pokemon. The various types of Pokemons in this dataset are:
- Grass
- Fire
- Water
- Dragon
- Flying
- Steel
- Rock
- Ice
- Electric
- Bug
- Normal
- Ground
- Fighting
- Ghost
- Dark
- Psychic
- Fairy
- Poison
Python Program to analyse the Pokemon Dataset and
- Plot the average power for each Pokemon type in the form of a Bar chart.
- 3D Scatter Plot for all Pokemons based on Attack, Defense and HP.
This program makes use of libraries such as:
- Pandas
- Matplotlib
- Numpy
- mpl_toolkits.mplot3d (Axes3D)
Average Power of each type:
- Dragon 550.53125
- Grass 421.14285714285717
- Ghost 439.5625
- Steel 487.7037037037037
- Electric 443.40909090909093
- Dark 445.741935483871
- Rock 453.75
- Water 430.45535714285717
- Normal 401.68367346938777
- Bug 378.92753623188406
- Fighting 416.44444444444446
- Fairy 413.1764705882353
- Flying 485.0
- Poison 399.14285714285717
- Ice 433.4583333333333
- Fire 458.0769230769231
- Ground 437.5
- Psychic 475.94736842105266
Colors Used To Represent Pokemon types http://www.epidemicjohto.com/t882-type-colors-hex-colors
1. X-axis: Attack
2. Y-axis: Defense
3. Z- axis: HP