-
Written By
Suman Rawat -
Approved By
Sonika Rawat -
Updated on
July 31st, 2025 -
Read Time
7 minutes
Summary: PDF is the standard format for sharing official documents, contracts, invoices, and research papers. But it is often difficult to extract content from them. Copy-pasting the text content often fails with broken formatting and makes the content unusable. So, whether you are dealing with 100s of PDFs for data mining, trying to extract specific content, or just want to manage scanned PDFs. This guide shows how to extract text from PDF accurately for free or with a PDF Extractor Pro Tool.
PDF files are designed to be editable; they are like digital papers, which include:
Yet, the complexity to extract data from PDF increases when they contain:
This means that two PDF files can visually look the same, but they behave differently when extracting text. Below, we discuss some efficient ways for PDF text extraction without much trouble.
You can find some suitable free manual solutions in this section. But for them, a little technical knowledge and skill are required. Also, they can have some loopholes. On the safer side, we also discuss a professional tool here for a direct, clean, and secure extraction of textual data from the PDF files. Let’s proceed by following all the manual methods first.
Below are all the free solutions available for text extraction from PDF that you need to follow. Check their steps and use the one that goes well with your needs and availability.
pip install PyPDF2 |
import PyPDF2 |
pdf_file = open(‘yourpdf.pdf’, ‘rb’) |
pdf_reader = PyPDF2.PDFFileReader(pdf_file) |
num_pdfpages = pdf_reader.numPages for page in range(num_pdfpages): page_pdfobj = pdf_reader.getPage(Page) print(page_pdfobj.extractText()) |
Loopholes of the Manual Methods
To ensure quick and accurate text extraction, especially from scanned PDFs or large file batches. Use the SysInfo PDF Extractor Tool since it can preserve text hierarchy, alignment, and other components. Additionally, it works with encrypted, password-protected, or corrupted PDFs and supports batch extraction. Moreover, save text and other data in many formats on Windows, Mac, or Linux OS with ease.
Steps to Extract Only Text from PDF
Below are some of the specific cases where precision is most important during text extraction. This states why you must use the professional tool and not go for the manual methods.
Critical Scenarios | Reason for Precision |
eDiscovery in Legal Case | Require proper timestamp, legal formatting, and original context for litigation. |
Financial Statements | To avoid incorrect reports or compliance issues due to a mismatch in characters and numbers |
Academic Research | Researchers need to generate structured, reliable, and parsed textual content for large report sets |
Digital Invoice in Enterprises | Tech models like AI/ML need clean data from scanned invoices to automate |
Migration to CRMs | Batch export for 1000s or even more volumes of data |
Thus, these are business-critical requirements where accuracy is all to avoid major consequences.
To sum up, the ability to extract text from PDF isn’t just limited to copy-paste. But it all depends on the methods you choose to influence the format, content type, and extraction. The manual method is generally suitable for one or a few PDFs with less data. Instead, for scanned files, encrypted PDFs, or high-volume documents, a professional tool is your best bet. Moreover, it saves time and gives structured results. Try the demo version of automated software now for your convenience and evaluation.
Ans- To extract content from PDF, that too scanned and in bulk, use the PDF Data Extractor Tool. It saves the data in readable, selectable file formats (Text, DOC, PDF, HTML) with 100% accuracy.
Ans- Yes, of course. When you use the PDF Extract Tool, it retains layout, indentation, tables, characters, etc., as in the original PDF.
About The Author:
Suman Rawat is a technical content writer and expert in the fields of email migration, data recovery, and email backup. Her passion for helping people has led her to resolve many user queries related to data conversion and cloud backup.
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