<commit_before>.. image:: https://scrapy.org/img/scrapylogo.png
   :target: https://scrapy.org/
   
======
Scrapy
======

.. image:: https://img.shields.io/pypi/v/Scrapy.svg
   :target: https://pypi.python.org/pypi/Scrapy
   :alt: PyPI Version

.. image:: https://img.shields.io/pypi/pyversions/Scrapy.svg
   :target: https://pypi.python.org/pypi/Scrapy
   :alt: Supported Python Versions

.. image:: https://github.com/scrapy/scrapy/workflows/Ubuntu/badge.svg
   :target: https://github.com/scrapy/scrapy/actions?query=workflow%3AUbuntu
   :alt: Ubuntu

.. image:: https://github.com/scrapy/scrapy/workflows/macOS/badge.svg
   :target: https://github.com/scrapy/scrapy/actions?query=workflow%3AmacOS
   :alt: macOS

.. image:: https://github.com/scrapy/scrapy/workflows/Windows/badge.svg
   :target: https://github.com/scrapy/scrapy/actions?query=workflow%3AWindows
   :alt: Windows

.. image:: https://img.shields.io/badge/wheel-yes-brightgreen.svg
   :target: https://pypi.python.org/pypi/Scrapy
   :alt: Wheel Status

.. image:: https://img.shields.io/codecov/c/github/scrapy/scrapy/master.svg
   :target: https://codecov.io/github/scrapy/scrapy?branch=master
   :alt: Coverage report

.. image:: https://anaconda.org/conda-forge/scrapy/badges/version.svg
   :target: https://anaconda.org/conda-forge/scrapy
   :alt: Conda Version


Overview
========

Scrapy is a fast high-level web crawling and web scraping framework, used to
crawl websites and extract structured data from their pages. It can be used for
a wide range of purposes, from data mining to monitoring and automated testing.

Scrapy is maintained by Zyte_ (formerly Scrapinghub) and `many other
contributors`_.

.. _many other contributors: https://github.com/scrapy/scrapy/graphs/contributors
.. _Zyte: https://www.zyte.com/

Check the Scrapy homepage at https://scrapy.org for more information,
including a list of features.


Requirements
============

* Python 3.7+
* Works on Linux, Windows, macOS, BSD

Install
=======

The quick way::<commit_msg>README: set Bash highlighting for pip install (#5648)<commit_after>.. image:: https://scrapy.org/img/scrapylogo.png
   :target: https://scrapy.org/
   
======
Scrapy
======

.. image:: https://img.shields.io/pypi/v/Scrapy.svg
   :target: https://pypi.python.org/pypi/Scrapy
   :alt: PyPI Version

.. image:: https://img.shields.io/pypi/pyversions/Scrapy.svg
   :target: https://pypi.python.org/pypi/Scrapy
   :alt: Supported Python Versions

.. image:: https://github.com/scrapy/scrapy/workflows/Ubuntu/badge.svg
   :target: https://github.com/scrapy/scrapy/actions?query=workflow%3AUbuntu
   :alt: Ubuntu

.. image:: https://github.com/scrapy/scrapy/workflows/macOS/badge.svg
   :target: https://github.com/scrapy/scrapy/actions?query=workflow%3AmacOS
   :alt: macOS

.. image:: https://github.com/scrapy/scrapy/workflows/Windows/badge.svg
   :target: https://github.com/scrapy/scrapy/actions?query=workflow%3AWindows
   :alt: Windows

.. image:: https://img.shields.io/badge/wheel-yes-brightgreen.svg
   :target: https://pypi.python.org/pypi/Scrapy
   :alt: Wheel Status

.. image:: https://img.shields.io/codecov/c/github/scrapy/scrapy/master.svg
   :target: https://codecov.io/github/scrapy/scrapy?branch=master
   :alt: Coverage report

.. image:: https://anaconda.org/conda-forge/scrapy/badges/version.svg
   :target: https://anaconda.org/conda-forge/scrapy
   :alt: Conda Version


Overview
========

Scrapy is a fast high-level web crawling and web scraping framework, used to
crawl websites and extract structured data from their pages. It can be used for
a wide range of purposes, from data mining to monitoring and automated testing.

Scrapy is maintained by Zyte_ (formerly Scrapinghub) and `many other
contributors`_.

.. _many other contributors: https://github.com/scrapy/scrapy/graphs/contributors
.. _Zyte: https://www.zyte.com/

Check the Scrapy homepage at https://scrapy.org for more information,
including a list of features.


Requirements
============

* Python 3.7+
* Works on Linux, Windows, macOS, BSD

Install
=======

The quick way:

.. code:: bash
{'fraction_non_alphanumeric': 0.15596778130339273, 'fraction_numerical': 0.003417134488650232, 'mean_word_length': 3.9373493975903613, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 42, 'lorem ipsum': 0, 'www.': 2, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5025124', 'n_tokens_mistral': 1538, 'n_tokens_neox': 1389, 'n_words': 298}