Automate Multiple Sheet Excel Reporting - Python Automation Tutorial | Full Code Walk Through (2019)
675.6 هزار بار بازدید -
5 سال پیش
-
Python Automation TutorialIn this one
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.
Kite helps fund the channel, thanks for checking them out and supporting me --
⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. https://www.kite.com/get-kite/?utm_me...
#Python #Automation #Excel
Here's the excel workbooks from this video --
https://drive.google.com/open?id=1x6Z...
https://drive.google.com/file/d/16Yio...
Here's the full python beginners course to get you started using python-
Learn Python - Course for Beginners [...
Playlists you might consider interesting:
Pandas for beginners
Learn Python Pandas #1 - DataFrames
NumPy Course (Free from Udemy)
Introduction to NumPy Arrays for Begi...
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.
Join The Socials -- Picking Shoutouts Across YouTube, Insta, FB, and Twitter!
FB - Facebook: CodeWithDerrick
Insta - Instagram: codewithderrick
Twitter - Twitter: codewithderrick
LinkedIn - LinkedIn: derricksherrill
GitHub - https://github.com/Derrick-Sherrill
Thanks so much for all the support! It's crazy that this topic catapulted my channel about a year ago and now I get to type this (and make an improved version) a year later. Thanks so much for supporting me. This one feels surreal. I appreciate you all so much!
5100+ subscribers and climbing. Thank you all.
*****************************************************************
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")
https://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
*****************************************************************
Code from this tutorial and all my others can be found on my GitHub:
https://github.com/Derrick-Sherrill/D...
Check out my website:
https://www.derricksherrill.com/
If you liked the video - please hit the like button. It means more than you know. Thanks for watching and thank you for all your support!!
--- Channel FAQ --
What text editor do you use?
Atom - https://atom.io/
What Equipment do you use to film videos?
https://www.amazon.com/shop/derricksh...
What editing software do you use?
Adobe CC - https://www.adobe.com/creativecloud.html
Premiere Pro for video editing
Photoshop for images
After Effects for animations
Do I have any courses available?
Yes & always working on more!
https://www.udemy.com/user/derrick-sh...
Where do I get my music?
I get all my music from the copyright free Youtube audio library
https://www.youtube.com/audiolibrary/...
Let me know if there's anything else you want answered!
-------------------------
Always looking for suggestions on what video to make next -- leave me a comment with your project! Happy Coding!
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.
Kite helps fund the channel, thanks for checking them out and supporting me --
⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. https://www.kite.com/get-kite/?utm_me...
#Python #Automation #Excel
Here's the excel workbooks from this video --
https://drive.google.com/open?id=1x6Z...
https://drive.google.com/file/d/16Yio...
Here's the full python beginners course to get you started using python-
Learn Python - Course for Beginners [...
Playlists you might consider interesting:
Pandas for beginners
Learn Python Pandas #1 - DataFrames
NumPy Course (Free from Udemy)
Introduction to NumPy Arrays for Begi...
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.
Join The Socials -- Picking Shoutouts Across YouTube, Insta, FB, and Twitter!
FB - Facebook: CodeWithDerrick
Insta - Instagram: codewithderrick
Twitter - Twitter: codewithderrick
LinkedIn - LinkedIn: derricksherrill
GitHub - https://github.com/Derrick-Sherrill
Thanks so much for all the support! It's crazy that this topic catapulted my channel about a year ago and now I get to type this (and make an improved version) a year later. Thanks so much for supporting me. This one feels surreal. I appreciate you all so much!
5100+ subscribers and climbing. Thank you all.
*****************************************************************
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")
https://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
*****************************************************************
Code from this tutorial and all my others can be found on my GitHub:
https://github.com/Derrick-Sherrill/D...
Check out my website:
https://www.derricksherrill.com/
If you liked the video - please hit the like button. It means more than you know. Thanks for watching and thank you for all your support!!
--- Channel FAQ --
What text editor do you use?
Atom - https://atom.io/
What Equipment do you use to film videos?
https://www.amazon.com/shop/derricksh...
What editing software do you use?
Adobe CC - https://www.adobe.com/creativecloud.html
Premiere Pro for video editing
Photoshop for images
After Effects for animations
Do I have any courses available?
Yes & always working on more!
https://www.udemy.com/user/derrick-sh...
Where do I get my music?
I get all my music from the copyright free Youtube audio library
https://www.youtube.com/audiolibrary/...
Let me know if there's anything else you want answered!
-------------------------
Always looking for suggestions on what video to make next -- leave me a comment with your project! Happy Coding!
5 سال پیش
در تاریخ 1398/06/06 منتشر شده
است.
675,690
بـار بازدید شده