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newspaper

by codelucas

codelucas /newspaper

News, full-text, and article metadata extraction in Python 3. Advanced docs:

9.9K Stars 1.6K Forks Last release: over 5 years ago (0.0.9) Other 650 Commits 17 Releases

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Newspaper3k: Article scraping & curation

.. image:: https://badge.fury.io/py/newspaper3k.svg :target: http://badge.fury.io/py/newspaper3k.svg :alt: Latest version

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Inspired by

requests

_ for its simplicity and powered by

lxml

_ for its speed:

"Newspaper is an amazing python library for extracting & curating articles." -- `tweeted by`\_ Kenneth Reitz, Author of `requests`\_ "Newspaper delivers Instapaper style article extraction." -- `The Changelog`\_

.. _

tweeted by

: https://twitter.com/kennethreitz/status/419520678862548992 .. _

The Changelog

: http://thechangelog.com/newspaper-delivers-instapaper-style-article-extraction/

Newspaper is a Python3 library! Or, view our deprecated and buggy

Python2 branch

_

.. _

Python2 branch

: https://github.com/codelucas/newspaper/tree/python-2-head

A Glance:

.. code-block:: pycon

\>\>\> from newspaper import Article \>\>\> url = 'http://fox13now.com/2013/12/30/new-year-new-laws-obamacare-pot-guns-and-drones/' \>\>\> article = Article(url)

.. code-block:: pycon

\>\>\> article.download() \>\>\> article.html '\>\>\> article.parse() \>\>\> article.authors ['Leigh Ann Caldwell', 'John Honway'] \>\>\> article.publish\_date datetime.datetime(2013, 12, 30, 0, 0) \>\>\> article.text 'Washington (CNN) -- Not everyone subscribes to a New Year's resolution...' \>\>\> article.top\_image 'http://someCDN.com/blah/blah/blah/file.png' \>\>\> article.movies ['http://youtube.com/path/to/link.com', ...]

.. code-block:: pycon

\>\>\> article.nlp() \>\>\> article.keywords ['New Years', 'resolution', ...] \>\>\> article.summary 'The study shows that 93% of people ...'

.. code-block:: pycon

\>\>\> import newspaper \>\>\> cnn\_paper = newspaper.build('http://cnn.com') \>\>\> for article in cnn\_paper.articles: \>\>\> print(article.url) http://www.cnn.com/2013/11/27/justice/tucson-arizona-captive-girls/ http://www.cnn.com/2013/12/11/us/texas-teen-dwi-wreck/index.html ... \>\>\> for category in cnn\_paper.category\_urls(): \>\>\> print(category) http://lifestyle.cnn.com http://cnn.com/world http://tech.cnn.com ... \>\>\> cnn\_article = cnn\_paper.articles[0] \>\>\> cnn\_article.download() \>\>\> cnn\_article.parse() \>\>\> cnn\_article.nlp() ...

.. code-block:: pycon

\>\>\> from newspaper import fulltext \>\>\> html = requests.get(...).text \>\>\> text = fulltext(html)

Newspaper can extract and detect languages seamlessly. If no language is specified, Newspaper will attempt to auto detect a language.

.. code-block:: pycon

\>\>\> from newspaper import Article \>\>\> url = 'http://www.bbc.co.uk/zhongwen/simp/chinese\_news/2012/12/121210\_hongkong\_politics.shtml' \>\>\> a = Article(url, language='zh') # Chinese \>\>\> a.download() \>\>\> a.parse() \>\>\> print(a.text[:150]) 香港行政长官梁振英在各方压力下就其大宅的违章建 筑(僭建)问题到立法会接受质询,并向香港民众道歉。 梁振英在星期二(12月10日)的答问大会开始之际 在其演说中道歉,但强调他在违章建筑问题上没有隐瞒的 意图和动机。 一些亲北京阵营议员欢迎梁振英道歉, 且认为应能获得香港民众接受,但这些议员也质问梁振英有 \>\>\> print(a.title) 港特首梁振英就住宅违建事件道歉

If you are certain that an entire news source is in one language, go ahead and use the same api :)

.. code-block:: pycon

\>\>\> import newspaper \>\>\> sina\_paper = newspaper.build('http://www.sina.com.cn/', language='zh') \>\>\> for category in sina\_paper.category\_urls(): \>\>\> print(category) http://health.sina.com.cn http://eladies.sina.com.cn http://english.sina.com ... \>\>\> article = sina\_paper.articles[0] \>\>\> article.download() \>\>\> article.parse() \>\>\> print(article.text) 新浪武汉汽车综合 随着汽车市场的日趋成熟, 传统的“集全家之力抱得爱车归”的全额购车模式已然过时, 另一种轻松的新兴 车模式――金融购车正逐步成为时下消费者购 买爱车最为时尚的消费理念,他们认为,这种新颖的购车 模式既能在短期内 ... \>\>\> print(article.title) 两年双免0手续0利率 科鲁兹掀背金融轻松购\_武汉车市\_武汉汽 车网\_新浪汽车\_新浪网

Support our library

It takes only one click

_

Docs

Check out

The Docs

_ for full and detailed guides using newspaper.

Interested in adding a new language for us? Refer to:

Docs - Adding new languages <https:></https:>

_

Features

  • Multi-threaded article download framework
  • News url identification
  • Text extraction from html
  • Top image extraction from html
  • All image extraction from html
  • Keyword extraction from text
  • Summary extraction from text
  • Author extraction from text
  • Google trending terms extraction
  • Works in 10+ languages (English, Chinese, German, Arabic, ...)

.. code-block:: pycon

\>\>\> import newspaper \>\>\> newspaper.languages() Your available languages are: input code full name ar Arabic be Belarusian bg Bulgarian da Danish de German el Greek en English es Spanish et Estonian fa Persian fi Finnish fr French he Hebrew hi Hindi hr Croatian hu Hungarian id Indonesian it Italian ja Japanese ko Korean lt Lithuanian mk Macedonian nb Norwegian (Bokmål) nl Dutch no Norwegian pl Polish pt Portuguese ro Romanian ru Russian sl Slovenian sr Serbian sv Swedish sw Swahili th Thai tr Turkish uk Ukrainian vi Vietnamese zh Chinese

Get it now

Run ✅

pip3 install newspaper3k

NOT ⛔

pip3 install newspaper

On python3 you must install

newspaper3k

, not

newspaper

.

newspaper

is our python2 library. Although installing newspaper is simple with

pip <http:></http:>

_, you will run into fixable issues if you are trying to install on ubuntu.

If you are on Debian / Ubuntu, install using the following:

  • Install

pip3

command needed to install

newspaper3k

package::

$ sudo apt-get install python3-pip

  • Python development version, needed for Python.h::

$ sudo apt-get install python-dev

  • lxml requirements::

$ sudo apt-get install libxml2-dev libxslt-dev

  • For PIL to recognize .jpg images::

$ sudo apt-get install libjpeg-dev zlib1g-dev libpng12-dev

NOTE: If you find problem installing

libpng12-dev

, try installing

libpng-dev

.

Download NLP related corpora::

$ curl https://raw.githubusercontent.com/codelucas/newspaper/master/download\_corpora.py | python3

  • Install the distribution via pip::

$ pip3 install newspaper3k

If you are on OSX, install using the following, you may use both homebrew or macports:

::

$ brew install libxml2 libxslt $ brew install libtiff libjpeg webp little-cms2 $ pip3 install newspaper3k $ curl https://raw.githubusercontent.com/codelucas/newspaper/master/download\_corpora.py | python3

Otherwise, install with the following:

NOTE: You will still most likely need to install the following libraries via your package manager

  • PIL:
    libjpeg-dev
zlib1g-dev
libpng12-dev
  • lxml:
    libxml2-dev
libxslt-dev
  • Python Development version:
    python-dev

::

$ pip3 install newspaper3k $ curl https://raw.githubusercontent.com/codelucas/newspaper/master/download\_corpora.py | python3

Development

If you'd like to contribute and hack on the newspaper project, feel free to clone a development version of this repository locally::

git clone git://github.com/codelucas/newspaper.git

Once you have a copy of the source, you can embed it in your Python package, or install it into your site-packages easily::

$ pip3 install -r requirements.txt $ python3 setup.py install

Feel free to give our testing suite a shot, everything is mocked!::

$ python3 tests/unit\_tests.py

Planning on tweaking our full-text algorithm? Add the

fulltext

parameter::

$ python3 tests/unit\_tests.py fulltext

Demo

View a working online demo here: http://newspaper-demo.herokuapp.com

This is another working online demo: http://newspaper.chinazt.cc/

Donations

Your donations are greatly appreciated! They will free me up to work on this project more, to take on things like: adding new features, bug-fix support, addressing concerns with the library.

  • My PayPal link:
    https://www.paypal.me/codelucas
    _
  • My
    Venmo
    _ handle: @Lucas-Ou-Yang

LICENSE

Authored and maintained by

Lucas Ou-Yang

_.

Parse.ly

_ sponsored some work on newspaper, specifically focused on automatic extraction.

Newspaper uses a lot of

python-goose's

_ parsing code. View their license

here

_.

Please feel free to

email & contact me

_ if you run into issues or just would like to talk about the future of this library and news extraction in general!

.. _

Lucas Ou-Yang

: http://codelucas.com .. _

email & contact me

: mailto:[email protected] .. _

python-goose's

: https://github.com/grangier/python-goose .. _

here

: https://github.com/codelucas/newspaper/blob/master/GOOSE-LICENSE.txt

.. _

https://www.paypal.me/codelucas

: https://www.paypal.me/codelucas .. _

Venmo

: https://www.venmo.com/Lucas-Ou-Yang

.. _

Quickstart guide

: https://newspaper.readthedocs.io/en/latest/ .. _

The Docs

: https://newspaper.readthedocs.io .. _

lxml

: http://lxml.de/ .. _

requests

: https://github.com/kennethreitz/requests .. _

Parse.ly

: http://parse.ly .. _

It takes only one click

: https://tracking.gitads.io/?campaign=gitads&repo=newspaper&redirect=gitads.io

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