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erap129/recsys_plot_users_occupation_gender.py

Created January 29, 2022 18:51
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recsys_plot_users_occupation_gender.py
users_df_occupation_by_gender = users_df.groupby(['occupation', 'gender']).size().reset_index(name='occupation_by_gender_count')
gender_count = users_df['gender'].value_counts()
users_df_occupation_by_gender['occupation_by_gender_count'] = \
users_df_occupation_by_gender['occupation_by_gender_count'].div(users_df_occupation_by_gender['gender'].map(gender_count))
users_df_occupation_by_gender
occupation_by_gender_plot = px.bar(users_df_occupation_by_gender, x='occupation', y='occupation_by_gender_count', color='gender', barmode='group')
occupation_by_gender_plot
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