Pandas Excel: Find a list of employees where hire_date between two specific month and year
17. Filter Employees with Hire Date Between Two Dates
Write a Pandas program to import given excel data (employee.xlsx ) into a Pandas dataframe and find a list of employees where hire_date between two specific month and year. Go to Excel data
Sample Solution:
Python Code :
import pandas as pd
import numpy as np
df = pd.read_excel('E:\employee.xlsx')
result = df[(df['hire_date'] >='Jan-2005') & (df['hire_date'] <= 'Dec-2006')].head()
result
Sample Output:
emp_id first_name last_name hire_date
1 101 Neena Kochhar 2005-09-21
3 103 Alexander Hunold 2006-01-03
5 105 David Austin 2005-06-25
6 106 Valli Pataballa 2006-02-05
10 110 John Chen 2005-09-28
Excel Data:
employee.xlsx:
Sheet-1
Sheet-2
Sheet-3
For more Practice: Solve these Related Problems:
- Write a Pandas program to import employee.xlsx and filter employees whose hire_date falls between two specified dates.
- Write a Pandas program to use boolean indexing on the hire_date column to select records within a given date range.
- Write a Pandas program to extract employee records with hire_date between two specific months and years.
- Write a Pandas program to filter the DataFrame for employees hired in a specific period defined by start and end dates.
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