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14 changes: 14 additions & 0 deletions departmentHighestSalary.py
Original file line number Diff line number Diff line change
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import pandas as pd

def department_highest_salary(employee: pd.DataFrame, department: pd.DataFrame) -> pd.DataFrame:

merge_df = pd.merge(employee, department, left_on = 'departmentId', right_on = 'id', how = 'left')
merge_df = merge_df.rename(columns = {
'id_x' : 'Employee_id',
'name_x': 'Employee',
'name_y': 'Department',
'salary': 'Salary'
})[['Department', 'Employee', 'Salary']]

result = merge_df[merge_df['Salary'] == merge_df.groupby('Department')['Salary'].transform(max)]
return result
7 changes: 7 additions & 0 deletions rankScores.py
Original file line number Diff line number Diff line change
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import pandas as pd

def order_scores(scores: pd.DataFrame) -> pd.DataFrame:
scores['score_rank'] = scores['score'].rank(method='dense', ascending=False)
scores.sort_values(by = 'score_rank', inplace = True)
scores.rename(columns = {'score_rank' : 'rank'}, inplace = True)
return scores[['score', 'rank']]