PDF to Text: Strip Formatting and Extract Raw Content
Converting a PDF to plain text (TXT) removes all formatting, images, and layout — leaving only the raw text content. This is exactly what you need for data processing, text analysis, bulk editing, or feeding content into scripts and applications.
Why Extract Text From a PDF?
- Data analysis: Feed PDF content into Python scripts, spreadsheets, or text analysis tools
- Search and grep: Plain text files are searchable with any tool; PDFs often are not
- Content reuse: Extract article or report text to repurpose in new documents
- Accessibility: Plain text is accessible to screen readers and assistive technologies
- AI and NLP processing: Language models and text classifiers work directly with plain text
Text-Based vs Scanned PDFs
This distinction matters enormously for text extraction:
- Text-based PDF: Created from a digital document. Contains actual character data. Extracts cleanly and accurately.
- Scanned PDF: Created by photographing or scanning a physical document. Contains image data, not text. Requires OCR to extract text, and accuracy depends on scan quality.
To identify your PDF type: can you select and copy individual words? If yes, it is text-based. If selecting the page selects everything as an image, it is scanned.
What Gets Lost in the Conversion
- All formatting: fonts, sizes, bold, italic, colours
- Images, charts, and diagrams
- Tables (table structure collapses into rows of text)
- Page headers, footers, and page numbers (may appear as inline text)
- Columns: multi-column layouts often merge into a single text stream
How to Convert PDF to TXT Free
- Open the Konvertibly PDF to TXT converter
- Upload your PDF
- Click Convert
- Download the TXT file — open in any text editor
After Extraction: Common Clean-Up Tasks
- Remove repeated headers and footers that appear on every page
- Fix hyphenated line breaks (words split across lines in the PDF)
- Remove page number strings scattered through the content
- Use find-and-replace to clean up double spaces and blank lines
Extract text now: Free PDF to TXT converter