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Fiverr Pro
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$
USD
I will automate invoice PDF data extraction to excel CSV or json using python
About this Gig
Automate PDF Data Extraction Into Structured, Usable Data
Tired of manually copying data from PDFs into spreadsheets?
I build Python-based data extraction and automation pipelines that turn digital documents into clean, structured data you can actually use.
The workflow can extract key fields such as vendor and customer details, dates, currency, line items, VAT, discounts, subtotals, and totals, then normalize them into a consistent structure.
For automated workflows, I can also add validation and reconciliation checks to identify inconsistent or incorrect totals before the data reaches your downstream process.
Available output formats
- Excel (XLSX)
- CSV
- JSON
- Structured Python records
Suitable for
- Accounts payable workflows
- Financial data preparation
- Bulk document processing
- PDF-to-Excel conversion
- Data extraction pipelines
- Business process automation
- Internal tools and workflows
Rather than manually entering values, I build a reusable processing pipeline that handles extraction, normalization, and validation programmatically.
Important: This service is designed for text-based digital PDFs. Scanned documents, handwritten documents, and full accounting or tax compliance workflows are
Technology:
Excel
•
Python
FAQ
Can you extract invoice data into Excel?
Yes. I can deliver structured invoice data in Excel/XLSX, CSV, or JSON depending on your workflow.
Can you process multiple invoices at once?
Yes. Batch processing can be included for folders containing multiple digital invoice PDFs.
What invoice fields can you extract?
Common fields include invoice number, vendor, customer, dates, currency, line items, quantities, prices, VAT, discounts, subtotal, and total.
Can you handle different number formats?
Yes. The underlying system supports common US/UK, Swiss, and German number formats.
Do you use OCR?
No. This service is intended for text-based digital PDFs. Scanned documents require an OCR-based solution.
Can you validate the extracted data?
Yes. Validation rules can check field consistency and invoice business rules. Reconciliation can also compare calculated totals against the printed invoice total.
Can you customize the output format?
Yes. I can adapt the structured output to your required fields and workflow
Will I receive the Python source code?
Source code is included in the Premium package and can also be added to other packages through a custom offer.
Can you integrate this with my existing system?
Yes. Custom integrations can be discussed depending on the target system and available interface.
