Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.

In short, dataset makes reading and writing data in databases as simple as reading and writing JSON files. 

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

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

After that you can view the extracted text boxes with the pdf2xml-viewer tool if you like. The pdf2xml format can be loaded and parsed with functions in the common submodule. Lines can be detected in the scanned images using the imgproc module. If the pages are skewed or rotated, this can be detected and fixed with methods from imgproc and functions in textboxes. Lines or text box positions can be clustered in order to detect table columns and rows using the clustering module. When columns and rows were successfully detected, they can be converted to a page grid with the extract module and their contents can be extracted using fit_texts_into_grid in the same module. extract also allows you to export the data as pandas DataFrame. If your scanned pages are double pages, you will need to pre-process them with splitpages. load and parse files in pdf2xml format (common module) split scanned double pages (splitpages module) detect lines in scanned pages via image processing (imgproc module) detect page rotation or skew and fix it (imgproc and textboxes module) detect clusters in detected lines or text box positions in order to find column and row positions (clustering module) extract tabular data and convert it to pandas DataFrame (which allows export to CSV, Excel, etc.) (extract module) 

django-tables2 - An app for creating HTML tables

Full-text multi-table search application for Django. Easy to install and use, with good performance.

Full-text multi-table search application for Django. Easy to install and use, with good performance.Search across multiple models. Order results by relevance. No need to install additional third-party modules or services. Fast and scaleable enough for most use cases. Supports Django 2+, Python 3.6+. 

Python Extract Transform and Load Tables of Data

petl is a general purpose Python package for extracting, transforming and loading tables of data. 

Simple command-line utility to convert CSV files to searchable and sortable HTML table.

Python module for parsing semi-structured text into python tables.

Python module which implements a template based state machine for parsing semi-formatted text. Originally developed to allow programmatic access to information returned from the command line interface (CLI) of networking devices. The engine takes two inputs - a template file, and text input (such as command responses from the CLI of a device) and returns a list of records that contains the data parsed from the text. A template file is needed for each uniquely structured text input. Some examples are provided with the code and users are encouraged to develop their own. By developing a pool of template files, scripts can call TextFSM to parse useful information from a variety of sources. It is also possible to use different templates on the same data in order to create different tables (or views). TextFSM was developed internally at Google and released under the Apache 2.0 licence for the benefit of the wider community. 

A common, beautiful interface to tabular data, no matter the format

No matter in which format your tabular data is: rows will import it, automatically detect types and give you high-level Python objects so you can start working with the data instead of trying to parse it. It is also locale-and-unicode aware. :). Want to learn more? Read the documentation (or build and browse the docs locally by running make docs-serve after installing requirements-development.txt). 

Convert tables stored as images to an usable .csv file

📝📊 Convert your CSV files into Markdown tables.

Thanks for all your contributions! At this time I'm not continuing development on the Python version of this tool. csvtomd lib csvtomd web 

Pylsy is a simple python library draw tables in the Terminal. Just two lines of code .

Pylsy is a simple Python library for drawing tables in the terminal/console. Just two lines of code!. 

Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js

pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.