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import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
file = "NFL_Play_By_Play_Data_2022.csv"
df = pd.read_csv(file)
df.head()
df.shape
df.info()
# NYJ = df[df.OffenseTeam == "NYJ"].copy()
NYJ = df.loc[(df.OffenseTeam == "NYJ") | (df.DefenseTeam == "NYJ")].reset_index()
formations = NYJ[NYJ.OffenseTeam == "NYJ"].Formation
formations.value_counts()
plt.hist(formations, label = 'plays')
plt.xlabel('Formations')
plt.ylabel('Qty Plays')
plt.xticks(rotation=45, ha='right', rotation_mode='anchor')
plt.show()