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GitHub - codelucas/newspaper: newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:
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Newspaper3k: Article scraping & curation

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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

Newspaper is a Python3 library ! Or, view our deprecated and buggy Python2 branch

A Glance:

>>> 
from
 newspaper 
import
 Article

>>> url 
=
 '
http://fox13now.com/2013/12/30/new-year-new-laws-obamacare-pot-guns-and-drones/
'

>>> article 
=
 Article(url)
>>> article.download()

>>> article.html
'<!DOCTYPE HTML><html itemscope itemtype="http://...'
>>> 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', ...]
>>> article.nlp()

>>> article.keywords
['New Years', 'resolution', ...]

>>> article.summary
'The study shows that 93% of people ...'
>>> 
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()
...
>>> 
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.

>>> 
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?官梁振英在各方?力下就其大宅的?章建
筑(僭建)??到立法?接受??,?向香港民?道?。
梁振英在星期二(12月10日)的答?大??始之?
在其演?中道?,但强?他在?章建筑??上?有??的
意?和?机。 一些?北京?????迎梁振英道?,
且???能?得香港民?接受,但?些??也??梁振英有

>>> 
print
(a.title)
港特首梁振英就住宅?建事件道?

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

>>> 
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?汽??合 ?着汽?市?的日?成熟,
??的“集全家之力抱得???”的全???模式已然??,
?一??松的新? ?模式――金融??正逐步成??下消?者?
???最???的消?理念,他???,??新?的??
模式?能在短期?
...

>>> 
print
(article.title)
?年?免0手?0利率 科???背金融?松?_武??市_武?汽
??_新浪汽?_新浪?

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

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, ...)
>>> 
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 (Bokmal)
  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 , 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

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.

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/

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!

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