shine-jayakumar/Extract-Data-From-PDF-In-Python
Batch-convert pdf to text, extract data from pdf in python
Extract Data From PDF In Python
In this project, we are going to batch-convert pdf files to text and extract data without using PyPDF2/4.
We're going to achieve that by:
- Using PDFtoText converter from XPdf to convert pdf files to text files
- Using regular expressions to extract data
- Performing data cleaning using pandas
- Exporting to Excel file
Why Not Use PyPDF2/4
Short Answer: I got this error:
TypeError: object of type 'IndirectObject' has no len()
Long Answer: If PyPDF4 had worked I would never have had a chance to explore other ways.
I looked on StackOverflow however couldn't find a solution for this error.
Obviously, there had to be someone with the same problem but there's no solution.
I was not willing to manually copy and paste the information from 52 of my payslips.
Isn't that what programs are used for?
Table of Contents
Packages
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Pandas
Check out the requirements.txt
Converting PDF To Text
Converting PDF to text using Xpdf's pdftotext is really simple.
Using this command-line tool we can batch-convert PDFs to text files.
pdftotext source.pdf dest.txt
Script Link
Script Link: parse_payslips.py