Pandas Excel: Find all records that include two specific MSHA ID

Pandas: Excel Exercise-13 with Solution

Write a Pandas program to import given excel data (coalpublic2013.xls ) into a dataframe and find all records that include two specific MSHA ID. Go to Excel data

Sample Solution:

Python Code :

import pandas as pd
import numpy as np
df = pd.read_excel('E:\coalpublic2013.xlsx')    
df[df["MSHA ID"].isin([102976,103380])].head()

Sample Output:

    Year  MSHA ID                      Mine_Name  Production  Labor_Hours
18  2013   102976  Piney Woods Preparation Plant           0        14828
19  2013   102976  Piney Woods Preparation Plant           0        23193
20  2013   103380                         Calera           0        12621
21  2013   103380                         Calera           0         1402	                                       

Excel Data:

coalpublic2013.xlsx:

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