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parulnith/preprocessing_for_line chart.py

Last active August 9, 2021 11:15
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preprocessing_for_line chart.py
#Filtering salaryand experience details of only Software Engineers
se = df[df['Position '] == 'Software Engineer']
se.rename(columns = {'Yearly brutto salary (without bonus and stocks) in EUR': 'Salary'}, inplace=True)
salary_exp = se.groupby(['Total years of experience'])['Salary'].median().to_frame().reset_index()
salary_exp[['Total years of experience','Salary']] = salary_exp[['Total years of experience','Salary']].astype(int)
salary_exp.sort_values('Total years of experience',inplace=True)
salary_exp[:5]
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