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newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:
https://goo.gl/VX41yK
| docs | ||
| newspaper | ||
| tests | ||
| .gitignore | ||
| download_corpora.py | ||
| GOOSE-LICENSE.txt | ||
| LICENSE | ||
| MANIFEST.in | ||
| README.rst | ||
| requirements.txt | ||
| setup.py | ||
Newspaper3k: Article scraping & curation
========================================
[](http://badge.fury.io/py/newspaper3k)
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 the `Python2 branch`_
.. _`Python2 branch`: https://github.com/codelucas/newspaper/tree/python-2-head
**We support 10+ languages and everything is in unicode!**
.. code-block:: pycon
>>> import newspaper
>>> newspaper.languages()
Your available languages are:
input code full name
ar Arabic
ru Russian
nl Dutch
de German
en English
es Spanish
fr French
it Italian
ko Korean
no Norwegian
pt Portuguese
sv Swedish
hu Hungarian
fi Finnish
da Danish
zh Chinese
id Indonesian
vi Vietnamese
A Glance:
---------
.. 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'
...
.. code-block:: pycon
>>> article = cnn_paper.articles[0]
.. code-block:: pycon
>>> article.download()
>>> article.html
'<!DOCTYPE HTML><html itemscope itemtype="http://...'
.. code-block:: pycon
>>> article.parse()
>>> article.authors
['Leigh Ann Caldwell', 'John Honway']
>>> 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 ...'
Newspaper has *seamless* language extraction and detection.
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
Documentation
-------------
Check out `The Documentation`_ for full and detailed guides using newspaper.
Interested in adding a new language for us? Refer to: `Docs - Adding new languages <http://newspaper.readthedocs.org/en/latest/user_guide/advanced.html#adding-new-languages>`_
Features
--------
- Full Python3 and Python2 support
- Works in 10+ languages (English, Chinese, German, Arabic, ...)
- 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
Get it now
----------
Installing newspaper is simple with `pip <http://www.pip-installer.org/>`_.
However, you will run into fixable issues if you are trying to install on ubuntu.
Note that our Python3 package name is ``newspaper3k`` while our Python2
package name is ``newspaper``.
**If you are on Debian / Ubuntu**, install using the following:
- 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
- Install the distribution via pip::
$ pip3 install newspaper3k
- Download NLP related corpora::
$ curl https://raw.githubusercontent.com/codelucas/newspaper/master/download_corpora.py | python3
**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
-----------
Newspaper has two branches up for development. *This* branch, the master, is our Python3
codebase while our Python2 branch is located on *python-2-head*.
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
Demo
----
View a working online demo here: http://newspaper-demo.herokuapp.com
LICENSE
-------
Authored and maintained by `Lucas Ou-Yang`_.
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:lucasyangpersonal@gmail.com
.. _`python-goose's`: https://github.com/grangier/python-goose
.. _`here`: https://github.com/codelucas/newspaper/blob/master/GOOSE-LICENSE.txt
.. _`Quickstart guide`: https://newspaper.readthedocs.org/en/latest/
.. _`The Documentation`: http://newspaper.readthedocs.org
.. _`lxml`: http://lxml.de/
.. _`requests`: https://github.com/kennethreitz/requests