Pandas Excel: Find details where "Mine Name" starts with "P"
Pandas: Excel Exercise-12 with Solution
Write a Pandas program to import given excel data (coalpublic2013.xlsx ) into a dataframe and find details where "Mine Name" starts with "P". 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["Mine_Name"].map(lambda x: x.startswith('P'))].head()
Sample Output:
Year MSHA ID Mine_Name Production Labor_Hours 13 2013 103332 Powhatan Mine 140521 61394 18 2013 102976 Piney Woods Preparation Plant 0 14828 19 2013 102976 Piney Woods Preparation Plant 0 23193 46 2013 103321 Poplar Springs 189370 76366
Excel Data:
coalpublic2013.xlsx:
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Previous: Write a Pandas program to import given excel data (coalpublic2013.xlsx) into a dataframe and find details where 'Labor Hours' > 20000.
Next: Write a Pandas program to import given excel data (coalpublic2013.xlsx) into a dataframe and find all records that include two specific MSHA ID.
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