Mar 6, 2023 · PDFQuery is a Python library that provides an easy way to extract data from PDF files by using CSS-like selectors to locate elements in the document. It reads a PDF file as an object, converts the PDF object to an XML file, and accesses the desired information by its specific location inside of the PDF document.

For extracting text from a PDF file, my favorite tool is pdftotext. Using the -layout option, you basically get a plain text back, which is relatively easy to manipulate using Python. Example below:

Jul 12, 2021 · Scraping PDF data in structured form is straightforward using tabula-py. We just need to input the location of the tabular data in the PDF page by specifying the (top, left, bottom, right) coordinates of the area. In practice, you will learn what values to use by trial and error.

Oct 2, 2024 · In this article I wanted to cover how you can use Python to scrape data from a PDF but also how you can analyze data from a PDF without ever using Python. So, let’s dive in!

Dec 1, 2019 · using requests or urllib you can get HTML from server, using BeautifulSoup you can find links to PDF in HTML, using these links with requests or urllib you can download PDF. Later you would have to use other tools to work with PDF.

Aug 15, 2023 · PyPDF2 is a free and open-source pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files. It can also add custom data, viewing options, and...

Jan 11, 2025 · Python, with its extensive ecosystem of libraries, offers powerful tools to process PDF files efficiently. In this blog post, we’ll explore the top PDF extraction libraries in Python, their features, and how to use them for extracting text, tables, images, and other data. Why Extract Data from PDFs?

Feb 7, 2025 · This article will break down the three ways to scrape PDF in Python, giving you a step-by-step guide on how to write the code from all three methods while introducing any possible challenges that might arise from attempting to scrape PDF files.

Apr 12, 2025 · Learn how to efficiently scrape PDF documents using Python in this comprehensive tutorial tailored for AI developers. To effectively extract data from PDF files, we will utilize the PDFQuery and Pandas libraries in Python.

Jun 14, 2022 · In this article, let’s attempt one such real-world PDF using Python to scrape the contents and write them to an Excel (.xls or .xlsx) workbook. Requirements/Task at hand