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- # this
- df["mean_company_salary"] = df.groupby("company")["salary"].transform("mean")
- # versus this
- mean_salary = df.groupby("company")["salary"].agg("mean").rename("mean_salary").reset_index()
- df_new = df.merge(mean_salary)
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