How Far Can You Go with Python for Work Automation?
I work in an office and have too many repetitive Excel tasks, so I'm trying to automate them with Python. I've done some simple stuff with openpyxl, but I'm not sure how to handle things like automatic email sending or PDF extraction. Has anyone here successfully automated tasks in a real work setting? Any tips would be appreciated.
6 answers
I had a similar concern and implemented automatic Outlook email sending using win32com. Processing data with openpyxl and sending via smtplib turned out to be easier than I thought. For PDF extraction, I recommend PyMuPDF.
I had to process 200 Excel files a day at work, but I cut it down to 10 minutes using a combination of pandas and openpyxl. For emails, the yagmail library is simple, and for PDFs, pdfplumber is great for text extraction. Give it a try!
At first, I felt lost, but looking at official documentation and GitHub examples was way more helpful than Googling. The key to automated email sending was understanding the MIME structure. Keep it up!
Oh, that's a topic I'm interested in too. Could you tell me more specifically what Excel tasks you'd like to automate? The approach differs depending on whether it's data cleaning or report generation.
Python automation is a whole new world. I automated sending daily morning report emails, and it cut my time from 1 hour to 5 minutes. Highly recommend the openpyxl + smtplib combo. You'll run into a lot of errors at first, but you'll get the hang of it quickly!
I'm also a beginner, but if you search 'Python work automation' on YouTube, there are plenty of easy-to-follow videos. The part about integrating Excel and email was especially helpful. When you succeed in real work, the sense of accomplishment doubles. Let's cheer together!