Assuming you’ve loaded a Pokemon dataset from an external URL, create a pair plot for the first four stats: HP, Attack, Defense, and Speed. Use the ‘Type 1’ column to color the data.
Example Output:
Utilize the sns.pairplot function, and the dataset can be fetched using pd.read_csv(URL).
import seaborn as sns
import pandas as pd
import matplotlib.pyplot as plt
def plot_pokemon_pairplot():
URL = "https://raw.githubusercontent.com/KeithGalli/pandas/master/pokemon_data.csv"
pokemon_data = pd.read_csv(URL)
sns.pairplot(pokemon_data, hue='Type 1', vars=['HP', 'Attack', 'Defense', 'Speed'])
plt.suptitle('Pair Plot Analysis of Pokemon Stats', y=1.02)
plt.show()
plot_pokemon_pairplot()
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