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GitHub - atlanhq/camelot: Camelot: PDF Table Extraction for Humans · GitHub

Camelot is a Python library that makes it easy for anyone to extract tables from PDF files!

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camelot-py.readthedocs.io › en › master

Camelot: PDF Table Extraction for Humans — Camelot 1.0.9 documentation

>>> import camelot >>> tables = camelot.read_pdf('foo.pdf') >>> tables <TableList n=1> >>> tables.export('foo.csv', f='csv', compress=True) # json, excel, html, markdown, sqlite >>> tables[0] <Table shape=(7, 7)> >>> tables[0].parsing_report { 'accuracy': 99.02, 'whitespace': 12.24, 'order': 1, 'page': 1 } >>> tables[0].to_csv('foo.csv') # to_json, to_excel, to_html, to_markdown, to_sqlite >>> tables[0].df # get a pandas DataFrame!

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pypi.org › project › camelot-py

camelot-py · PyPI

PDF Table Extraction for Humans. ... Camelot is a Python library that can help you extract tables from PDFs.

      » pip install camelot-py

Published Aug 10, 2025

Version 1.0.9

Homepage https://github.com/camelot-dev/camelot

codecut.ai › home › camelot: pdf table extraction for humans

Camelot: PDF Table Extraction for Humans | CodeCut

October 7, 2024 - Khuyen Tran With Camelot, you can extract tables from PDFs using Python and convert the data into a more structured format, such as a pandas DataFrame or a CSV file for efficient analysis, manipulation, and integration.

camelot-py.readthedocs.io › en › stable

Camelot: PDF Table Extraction for Humans — Camelot 1.0.0 documentation

>>> import camelot >>> tables = camelot.read_pdf('foo.pdf') >>> tables <TableList n=1> >>> tables.export('foo.csv', f='csv', compress=True) # json, excel, html, markdown, sqlite >>> tables[0] <Table shape=(7, 7)> >>> tables[0].parsing_report { 'accuracy': 99.02, 'whitespace': 12.24, 'order': 1, 'page': 1 } >>> tables[0].to_csv('foo.csv') # to_json, to_excel, to_html, to_markdown, to_sqlite >>> tables[0].df # get a pandas DataFrame!

app.readthedocs.org › projects › camelot-py › downloads › pdf › master pdf

Camelot Documentation Release 1.0.9 Vinayak Mehta Dec 25, 2025

Camelot: PDF Table Extraction for Humans.

pypi.org › project › camelot-py › 0.2.0

camelot-py - PDF Table Extraction for Humans.

September 28, 2018 - Here's how you can extract tables from PDF files. Check out the PDF used in this example, here. >>> import camelot >>> tables = camelot.read_pdf('foo.pdf') >>> tables <TableList n=1> >>> tables.export('foo.csv', f='csv', compress=True) # json, excel, html >>> tables[0] <Table shape=(7, 7)> >>> tables[0].parsing_report { 'accuracy': 99.02, 'whitespace': 12.24, 'order': 1, 'page': 1 } >>> tables[0].to_csv('foo.csv') # to_json, to_excel, to_html >>> tables[0].df # get a pandas DataFrame!

      » pip install camelot-py

Published Sep 28, 2018

Version 0.2.0

Homepage http://camelot-py.readthedocs.io/

Towards Data Science

towardsdatascience.com › home › latest › extracting tabular data from pdfs made easy with camelot.

Extracting tabular data from PDFs made easy with Camelot. | Towards Data Science

January 24, 2025 - Source: https://camelot-py.readthedocs.io/en/master/ Camelot, which derives its name from the famous Camelot Project, is an open-source Python library that can help you extract tables from PDFs easily.

github.com › atlanhq › camelot › blob › master › docs › index.rst

camelot/docs/index.rst at master · atlanhq/camelot

Camelot: PDF Table Extraction for Humans. Contribute to atlanhq/camelot development by creating an account on GitHub.

Author atlanhq

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Camelot: PDF table extraction for humans | Product Hunt

August 26, 2025 - It is a Python library to extract tabular data from PDFs! You can install it using conda or pip! Check out the installation instructions in the README: https://www.github.com/camelot-d... Great documentation is available here: https://camel...

stackoverflow.com › questions › 62044535 › how-to-extract-tables-from-pdf-using-camelot

python - how to extract tables from pdf using camelot? - Stack Overflow

tables = camelot.read_pdf(file, pages='1-end')

If pages parameter is not specified, Camelot analyzes only the first page. For better explanation, see official documentation.

In order to extract pdf tables with camelot you have to use the following code. You have to use stream parameter because it is very powerful in order to detect almost all the pdf tables. Also if you have problem with the extraction you have to add as a parameter the row_tol and edge_tol parameters.For example row_tol = 0 and edge_tol=500.

pdf_archive = camelot.read_pdf(file_path, pages="all", flavor="stream")

for page, pdf_table in enumerate(pdf_archive):           
    print(pdf_archive[page].df)

medium.com › @pysquad › camelot-with-python-for-tables-from-the-pdfs-854b6c9c021c

Camelot with Python for Tables from the PDFs | by PySquad | Medium

July 17, 2024 - For more control, you can specify parameters like flavor, table_areas, and process_background: import camelot # Specify the path to the PDF file file_path = 'example.pdf' # Use the lattice flavor to extract tables tables = camelot.read_pdf(file_path, flavor='lattice', pages='1-end') # Save the tables to CSV tables.export('tables.csv', f='csv', compress=True) # Print the content of all tables for i, table in enumerate(tables): print(f"Table {i + 1}") print(table.df)

github.com › virtualarchitectures › Camelot_PDF_Table_Extraction

GitHub - virtualarchitectures/Camelot_PDF_Table_Extraction: Jupyter notebook for extracting tables from PDF documents using Camelot · GitHub

Camelot is an open-source Python library, that enables developers to extract all tables from the PDF document and convert it to Pandas Dataframe format: https://camelot-py.readthedocs.io/

Author virtualarchitectures

humansofdata.atlan.com › home › announcing camelot, a python library to extract tabular data from pdfs

Announcing Camelot, a Python Library to Extract Tabular Data from PDFs - Atlan | Humans of Data

August 13, 2019 - A lot of open data is stored in PDFs, which wasn't designed for tabular data. We're open-sourcing our library to easily extract data tables trapped in PDFs.

piwheels.org › project › camelot-py

piwheels - camelot-py

The piwheels project page for camelot-py: PDF Table Extraction for Humans.

dzone.com › data engineering › big data › announcing camelot, a python library to extract tabular data from pdfs

Announcing Camelot, a Python Library to Extract Tabular Data from PDFs

July 13, 2020 - The PDF format has no internal representation of a table structure, which makes it difficult to extract tables for analysis. Sadly, a lot of open data is stored in PDFs, which was not designed for tabular data in the first place! Today, we’re pleased to announce the release of Camelot, a Python library and command-line tool that makes it easy for anyone to extract data tables trapped inside PDF files!

github.com › atlanhq › camelot › blob › master › docs › _static › pdf › foo.pdf

camelot/docs/_static/pdf/foo.pdf at master · atlanhq/camelot

Camelot: PDF Table Extraction for Humans. Contribute to atlanhq/camelot development by creating an account on GitHub.

Author atlanhq

github.com › nmstoker › camelot

GitHub - nmstoker/camelot: Friendly fork of Camelot: a Python library to extract tabular data from PDFs

Friendly fork of Camelot: a Python library to extract tabular data from PDFs - GitHub - nmstoker/camelot: Friendly fork of Camelot: a Python library to extract tabular data from PDFs

Author nmstoker

camelot-py.readthedocs.io › en › master › user › quickstart.html

Quickstart — Camelot 1.0.9 documentation - Read the Docs

If the list contains multiple tables, multiple CSV files will be created. To avoid filling up your path with multiple files, you can use compress=True, which will create a single ZIP file at your path with all the CSV files. ... Camelot handles rotated PDF pages automatically. As an exercise, try to extract the table out of this PDF.