I will extract PDF tables and bank statements to excel or CSV using python
Data Scientist, Python Developer: ML, EDA, Excel Automation, Web Scraping
About this Gig
Need tables from documents converted to Excel/CSV? I specialize in bank statements and financial reports.
What I extract:
- Bank statements (transactions, balances)
- Financial or pricing tables
- Multi-table documents with source page tracking
What you get:
- Clean Excel/CSV output
- Extraction notes (row counts, issues)
- Reusable Python script (Standard+)
Proof I can deliver:
- Built StatementForge for 10+ bank formats
- pdf-toc-splitter with 52 tests for document parsing
- Expert Python/Regex/Pandas
Text-based files only; scanned docs need OCR first (I can guide). Send your files and desired pages/tables.
Convert from:
Convert to:
XLS, XLSX
My Portfolio
FAQ
Do you handle scanned PDFs?
This gig is for text-based PDFs; OCR prep available as an extra.
What do you need from me?
PDFs, pages/tables to extract, and preferred Excel/CSV format.
Can you process multiple PDFs?
Yes—Standard (up to 5) and Premium (up to 15) include batch handling.
Do I get the Python script?
Included in Standard and Premium for reuse.
How accurate is the extraction?
I include QA notes with row counts and anomalies; complex layouts may need verification.
Can you consolidate multiple PDFs?
Premium consolidates into one Excel with source tracking.

