PDF Tools
PDF to CSV Python Overview
Extract tables from textual and scanned PDF documents to comma-separated values CSV files. The Python library identifies bordered and border-less tabular structures within pdf documents and extracts these tables to a list of CSV formatted files.
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Comprehensive SDKs and clear documentation for quick and simple integration.
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Automate repetitive document workflows and focus on what matters most.
Customizable Parameters
Fine-tune your automation with these powerful conversion options
File
File Supported formats: .pdfFile to be converted. Value can be URL or file content.
Password
StringSets the password to open protected documents.
PageRange
String Default: 1-2000Set page range. Example 1-10 or 1,2,5.
EnableOcr
Collection Default: ScannedEnable optical character recognition(OCR). Set the property to ALL to perform OCR on all pages and Scanned to perform OCR on scanned pages if PDF contains mixed pages - text and image pages.
Values: Scanned All NoneOcrLanguage
Collection Default: enSet the OCR language. Ask support to add your language if missing.
Values: ar ca zh-cn zh-tw da nl en fi fa de el he it ja ko lt no pl pt ro ru sl es sv tr ua thDelimiter
String Default: ,Set fields separator.
StoreFile
Bool Default: FalseWhen the StoreFile parameter is set to True, your converted file is written to ConvertAPI’s encrypted, temporary storage and made available via a time-limited secure download URL, valid for up to 3 hours. After this period, the file is permanently deleted.
When StoreFile is set to False, conversion happens entirely in-memory. The raw file bytes are streamed back in the API response without touching disk or external storage, ensuring maximum security and zero persistence so that only you can access the content.
Step-by-Step Guide
Easy PDF to CSV integration programmatically using our Python library
1. ConvertAPI Python library install
ConvertAPI provides a Python library that allows you to perform a PDF to CSV conversion with just a few lines of code. Convert PDF to CSV documents using Python SDK with no effort at all!
Install with pip:
pip install --upgrade convertapi
2. Authenticate your Python library
You can obtain your API Token by signing up for a free account. Once you sign up, you'll receive 250 free conversions instantly! Grab your API Token from the account dashboard, and authenticate the ConvertAPI Python library like this:
# get your API Token here: https://www.convertapi.com/a/auth
import convertapi
convertapi.api_credentials = 'api_token'
3. Convert PDF to CSV using Python in no time!
Once you have your authentication in place, simply copy-paste this pdf to csv conversion code snippet into your Python project:
Integrate within minutes
Easy PDF to CSV automation using our simple Python SDK
Compatible With all Python Frameworks & Tools
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Highest rated File Conversion API on major B2B software listing platforms: Capterra, G2, and Trustpilot.
"ConvertAPI has been a game-changer for our document automation workflows. Their conversion accuracy and API reliability are unmatched in the industry for over 7 years."
"ConvertAPI is a reliable, cost-effective solution with a proven track record of stability. It has grown significantly in maturity, adopting enterprise-grade practices over the years."
"We've integrated ConvertAPI across our entire document processing platform. The performance is exceptional and the support team is always responsive. Highly recommended!"
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