Python Automation Tutorial
In this one we'll cover the basics of how to automate your excel reports. I know I did this video previously, but I felt it was time to redo that one. In this one we'll cover pandas, NumPy, and Matplotlib for creating reports from multiple excel spreadsheets.
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#Python #Automation #Excel
Here's the excel workbooks from this video --
drive.google.com/open?id=1x6Z...
drive.google.com/file/d/16Yio...
Here's the full python beginners course to get you started using python-
• Learn Python - Course ...
Playlists you might consider interesting:
Pandas for beginners
• Learn Python Pandas #1...
NumPy Course (Free from Udemy)
• Introduction to NumPy ...
Hey Everyone! In this video we're covering the basics of how to automate your multiple sheet excel reporting using python. We'll cover the basics of everything you need to get started using pandas, numpy, matplotlib and python to automate Excel.
There's a lot more in depth stuff about automating excel reporting than what is covered in this video, so subscribe to the channel and I'll have the medium and advanced level videos up soon!
Let me know any feedback or any trips you have for automating excel reporting and I'll be sure to feature you (and the tips) in an upcoming video.
Thanks so much for watching and I hope this video helps you automate excel reporting.
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Full code from the video:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
excel_file_1 = 'shift-data.xlsx'
excel_file_2 = 'third-shift-data.xlsx'
df_first_shift = pd.read_excel(excel_file_1, sheet_name='first')
df_second_shift = pd.read_excel(excel_file_1, sheet_name='second')
df_third_shift = pd.read_excel(excel_file_2)
print(df_first_shift)
print(df_first_shift['Product'])
df_all = pd.concat([df_first_shift, df_second_shift, df_third_shift])
print(df_all)
pivot = df_all.groupby(['Shift']).mean()
shift_productivity = pivot.loc[:,"Production Run Time (Min)":"Products Produced (Units)"]
print(shift_productivity)
#shift_productivity.plot(kind='bar')
#plt.show()
df_all.to_excel("output.xlsx")
github.com/Derrick-Sherrill/D...
Packages (& Versions) used in this video:
Python 3.7
NumPy 1.17
Pandas 0.15.0
Matplotlib
Mac OS operating system
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Code from this tutorial and all my others can be found on my GitHub:
github.com/Derrick-Sherrill/D...
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www.derricksherrill.com/
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Always looking for suggestions on what video to make next -- leave me a comment with your project! Happy Coding!
15 июн 2024
