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Python Pandas Exercises

Pandas HR database: Display the name, salary and manger id where manager ids are null

Pandas HR database Queries: Exercise-10 with Solution

Write a Pandas program to display the first name, last name, salary and manger id where manager ids are null.

Sample Solution :

Python Code :

import pandas as pd
employees = pd.read_csv(r"EMPLOYEES.csv")
departments = pd.read_csv(r"DEPARTMENTS.csv")
job_history = pd.read_csv(r"JOB_HISTORY.csv")
jobs = pd.read_csv(r"JOBS.csv")
countries = pd.read_csv(r"COUNTRIES.csv")
regions = pd.read_csv(r"REGIONS.csv")
locations = pd.read_csv(r"LOCATIONS.csv")
print("First name      Last name       Salary    Manager ID")
result = employees[employees['manager_id'].isnull()]
for index, row in result.iterrows():
    print(row['first_name'].ljust(15),row['last_name'].ljust(15),str(row['salary']).ljust(9),row['manager_id'])

Sample Output:

First name      Last name       Salary    Manager ID
Steven          King            24000     nan

Click to view the table contain:

Employees Table

Departments Table

Countries Table

Job_History Table

Jobs Table

Locations Table

Regions Table

Python Code Editor:


Structure of HR database :

HR database

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