Pandas Excel: Find a list of employees where hire_date is greater than specific date

Pandas: Excel Exercise-15 with Solution

Write a Pandas program to import given excel data (employee.xlsx ) into a Pandas dataframe and find a list of employees where hire_date> 01-01-07. Go to Excel data

Sample Solution:

Python Code :

import pandas as pd
import numpy as np
df = pd.read_excel('E:\employee.xlsx')
df[df['hire_date'] >='20070101']

Sample Output:

    emp_id first_name   last_name  hire_date
4      104      Bruce       Ernst 2007-05-21
7      107      Diana     Lorentz 2007-02-07
13     113       Luis        Popp 2007-12-07
19     119      Karen  Colmenares 2007-08-10	                                       

Excel Data:

employee.xlsx:

Sheet-1

Sheet-2

Sheet-3

Have another way to solve this solution? Contribute your code (and comments) through Disqus.

Previous: Write a Pandas program to import given excel data (coalpublic2013.xls ) into a dataframe and find all records that include two specific MSHA ID.
Next: Write a Pandas program to import given excel data (employee.xlsx ) into a Pandas dataframe and to sort the records by the hire_date column.