I will extract data, tables and text from PDF to excel, CSV or json
About this Gig
Are you tired of manually copying and pasting tables, invoices, or reports into spreadsheets?
Stop wasting hours on tedious data entry! I will help you convert and extract structured data, tables, and text from hundreds of documents into clean, perfectly formatted Excel, CSV, or JSON files using custom Python automation scripts.
What I can do for you:
- Extract complex tables and text from single or multi-page documents.
- Batch process hundreds of files (Invoices, Bank Statements, Financial Reports, Receipts).
- Clean and organize raw data into clean Excel (.xlsx), CSV, or JSON formats.
- Merge multiple datasets into a single consolidated master spreadsheet.
- Handle scanned files using OCR (Optical Character Recognition) technology.
- Provide the custom Python Script (.py) if you want to run the process yourself in the future.
Why choose this service?
- 100% Accuracy: Automated Python script logic eliminates human data-entry errors.
- Fast Delivery: Process thousands of rows of data in minutes instead of days.
- Data Privacy: Your files and documents are handled with strict confidentiality.
Technology:
Excel
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Google Sheets
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Python
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Other
Expertise:
Data extraction
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ETL
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Transformation
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Other
FAQ
Can you process scanned PDFs or images?
Yes! I use Python with OCR (Optical Character Recognition) to extract text from scanned PDFs. Please send me a sample before ordering to verify document quality.
Will I get the Python source code?
The custom Python script is included in the Premium package or as a Gig Extra. With the script, you can run the extraction on your own computer anytime.

