import matplotlib
matplotlib.use('Agg')
import os
os.chdir(f'{os.getcwd()}/EDA_Agent')
import pandas as pd
import matplotlib.pyplot as plt

df = pd.read_csv('df.csv')

df.groupby('Sex')['Survived'].mean().plot(kind='bar', rot=0)
plt.ylabel('Survival Rate')
plt.xlabel('Gender')
plt.title('Survival Rate by Gender')
plt.savefig('graphs/survival_rate_by_gender.png')