I will extract structured PDF text to excel or CSV using python
About this Gig
Stop manual typing! Let automation do the heavy lifting.
If you have a PDF with repeating text patterns (public lists, directories, structured logs), I will convert it into a clean Excel/CSV spreadsheet.
How I do it:
I build custom Python scripts tailored to your document. Recently, I extracted over 10,000 organized rows from a massive official public directory into a clean Excel database.
What this service IS for:
- PDFs with repeating text patterns.
- Official directories, rank lists, and logs.
- Predictable text patterns or specific delimiters (like commas, semicolons, or line breaks).
What this service IS NOT for:
- Scanned images or OCR.
- Financial charts, graphs, or diagrams.
- Highly irregular formatting.
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*** IMPORTANT: PLEASE MESSAGE ME BEFORE ORDERING ***
Every PDF is unique. Please send a sample page of your document first so I can confirm if it's a good fit for automation.
Let's organize your data!
Technology:
Excel
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Google Sheets
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Python
FAQ
Why do I need to message you before placing an order?
Every PDF is structured differently. I need to check a sample (ideally including pages that show the different patterns or data variations) to confirm if my Python script can handle your specific layout and extract the information accurately. This guarantees you get the best possible result!
Can you extract data from scanned PDFs or images?
No. This service is exclusively for text-based PDFs. If you cannot select and copy the text in your PDF using your mouse, my script won't be able to read it.
Do you provide the Python script source code?
No, this gig is only for the data extraction service. I will deliver the final, clean data in an organized Excel or CSV file.

