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

Overview

Newspaper3k: Article scraping & curation

Build status Coverage status

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 :)

>>> 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

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 (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, 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!

Comments
  • Use Temp Dir instead of Home Dir

    Use Temp Dir instead of Home Dir

    Using home directories is bad practice for certain deployment strategies (Elastic Beanstalk, Heroku etc), and limits the OS-scope of the project. Rather use a Temp Directory, which is more secure and doesn't require extra permissions (for a server role eg. Elastic Beanstalk)

    enhancement 
    opened by dvf 16
  • Article `download()` failed with 404 Client Error

    Article `download()` failed with 404 Client Error

    Hi,

    I keep getting this error message - Article download() failed with 404 Client Error: Not Found for url: http://www.foxnews.com/2017/09/22/sheriff-clarke-trump-wins-either-way-luther-strange-roy-moore-alabama-senate-race on URL http://www.foxnews.com/2017/09/22/sheriff-clarke-trump-wins-either-way-luther-strange-roy-moore-alabama-senate-race

    It happens for various article url links.

    Here is the code i am using, `news_content = newspaper.build(url) for eachArticle in news_content.articles: i = i +1 article = news_content.articles[i]

        article.download()#now download and parse each articles
        article.parse()
    
        article.nlp()
    
    
        backupfile.write("\n"+ "--------------------------------------------------------------" + "\n")
        backupfile.write(str(article.keywords))
    
    
        datasetfile.write("\n" + "----SUMMARY ARTICLE-> No. " + str(i) + "\n")
        datasetfile.write(article.summary) #only summary of the article is written in the dataset directory
    
    
        backupfile.write("\n"+"----SUMMARY ARTICLE---" + "\n")
        backupfile.write(article.summary)
        backupfile.write("\n"+"----TEXT INSIDE ARTICLE---" + "\n")
        backupfile.write(article.text)
        time.sleep(2)`
    

    Attached below is the screenshot of the error, screenshot from 2017-09-23 14-46-29

    bug 
    opened by harishaaram 14
  • You must `download()` an article before calling `parse()` on it!

    You must `download()` an article before calling `parse()` on it!

    i have a problem with parsing articles and i think its because i placed parse right after downloading the article. do you think there is a chance that the article is not yet done downloading when i started parsing it? any suggestions? thanks!

    bug enhancement needs design decision 
    opened by homermalijan 14
  • Retain HTML markup for extracted article

    Retain HTML markup for extracted article

    I currently use Boilerpipe to do article extraction in order to generate Kindle MOBI files to send to my Kindle. I'm wondering if it's possible to feature-request the ability to do something similar in Newspaper: in that the article text extraction retains a minimal set of markup around it, enough to give the text structure as far as HTML is concerned. This makes forward conversion to other formats a lot easier, and allows the ability to retain certain markup that can only be expressed using HTML (such as images in situ and code fragments).

    opened by WheresWardy 13
  • getting newspaper.article.ArticleException for the urls given from forbes website

    getting newspaper.article.ArticleException for the urls given from forbes website

    I am getting this issue only for the urls given from forbes website. My code was : Input_url="https://www.forbes.com/sites/ajherrington/2021/04/23/steve-deangelo-has-a-vision-for-global-cannabis-legalization/" resp = requests.get(Input_url)
    result=newspaper.fulltext(resp.text)
    user_agent = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/50.0.2661.102 Safari/537.36'

    		config = Config()
    		config.browser_user_agent = user_agent
    		article = Article(Input_url, keep_article_html=True,config=config)
    		article.download()                      
    		article.parse()                           
    		article.nlp()         
    

    The same code is working in my local system for any kinds of urls from any website,but the same code got deployed in docker container when given urls from forbes website I am facing issue like newspaper.article.ArticleException newspaper.article.ArticleException: Article download() failed with 403 Client Error: Max restarts limit reached for url: https://www.forbes.com/sites/ajherrington/2021/04/23/steve-deangelo-has-a-vision-for-global-cannabis-legalization/ on URL https://www.forbes.com/sites/ajherrington/2021/04/23/steve-deangelo-has-a-vision-for-global-cannabis-legalization/.

    Can I know why this is happening ? Is there any change to be made in user-agent assignment? please give me a solution for my issue.

    opened by Swarnitha-eluru 12
  • Is newspaper.build method deterministic?

    Is newspaper.build method deterministic?

    Whenever I call newspaper.build, I often get different results in the number of articles. If I'm lucky, I get A TON of articles, but sometimes I get very few or none at all.

    I have been trying this with cnn and I get very different results from one minute to the next and I am not sure what's wrong.

    I tried this using newspaper as installed from pip and I also set up this repository's clone and downloaded all the prerequisites inside of virtualenv. Still same results.

    I am not sure what else I can describe.

    All tests are passing (5 are skipped though).

    This is what I am experiencing.

    >>> import newspaper
    >>> p = newspaper.build('http://cnn.com')
    >>> for article in p.articles:
    ...     print(article.url)
    ... 
    http://cnn.com/2016/05/06/technology/panama-papers-search/index.html
    >>> p = newspaper.build('http://cnn.com')
    >>> for article in p.articles:
    ...     print(article.url)
    ... 
    http://cnn.com/2016/05/06/opinions/sadiq-khan-london-mayor-ahmed/index.html
    http://money.cnn.com/2016/05/06/news/economy/london-mayor-sadiq-khan/index.html
    http://money.cnn.com/2016/05/06/news/economy/london-mayor-sadiq-khan/index.html?section=money_topstories
    http://money.cnn.com/2016/05/05/news/verizon-strikes-temporary-relocation/index.html?section=money_topstories
    http://cnn.com/2016/05/06/europe/uk-london-mayoral-race-sadiq-khan/index.html
    >>> 
    

    5 minutes later...

    >>> import newspaper
    >>> p = newspaper.build('http://cnn.com')
    >>> for article in p.articles:
    ...     print(article.url)
    ... 
    http://cnn.com/videos/health/2016/05/06/teen-pageant-contestant-collapses-on-stage-pkg.kvly/video/playlists/cant-miss/
    http://cnn.com/2016/05/06/news/economy/london-mayor-sadiq-khan/index.html
    >>> p = newspaper.build('http://cnn.com')
    >>> for article in p.articles:
    ...     print(article.url)
    ... 
    >>> # nothing... 
    
    question 
    opened by ijkilchenko 12
  • Running on Fedora

    Running on Fedora

    We have a program in Python 3 using your package that runs well in Ubuntu, but when we try to run it in Fedora, it returns nothing. I followed the installation guide to the letter and the toolkit installed completely.

    What do you suggest we do to solve this problem.

    Thank you!

    opened by simonedu 12
  • Update to support python3

    Update to support python3

    This updates the code to work with python 3, issue #36. Similar to PR #38, but for the latest code.

    The handling of utf-8 strings and bytes (decoding/encoding) is definitely not ideal. This could be cleaned up, but I'd need to study the library a bit more. Help here would be nice.

    Three assertions in the tests don't pass (summary, keywords, authors), but the functionality is correct. These are because the results are random and so assertions will sometimes pass or fail. I don't know why they aren't deterministic, they always pass on master. Maybe due to an update on the dependencies. Not sure how you'd like to test or handle these.

    Have a review, and let me know if there's anything else to update.

    opened by paul-english 12
  • Redirect should follow meta refresh

    Redirect should follow meta refresh

    If newspaper goes to a page like this:

    https://www.google.com/url?rct=j&sa=t&url=http://sfbay.craigslist.org/eby/cto/5617800926.html&ct=ga&cd=CAAYATIaYTc4ZTgzYjAwOTAwY2M4Yjpjb206ZW46VVM&usg=AFQjCNF7zAl6JPuEsV4PbEzBomJTUpX4Lg

    It receives HTML like this:

    <script>window.googleJavaScriptRedirect=1</script><script>var n={navigateTo:function(b,a,d){if(b!=a&&b.google){if(b.google.r){b.google.r=0;b.location.href=d;a.location.replace("about:blank");}}else{a.location.replace(d);}}};n.navigateTo(window.parent,window,"http://sfbay.craigslist.org/eby/cto/5617800926.html");
    </script><noscript><META http-equiv="refresh" content="0;URL='http://sfbay.craigslist.org/eby/cto/5617800926.html'"></noscript>
    

    Which I got from a Google Alert feed:

    https://www.google.com/alerts/feeds/02224275995138650773/15887173320590421756

    Then it does not follow the meta refresh link inside the HTML.

    The underlying Requests library can't see HTML so I think it makes sense for Newspaper to handle this situation with a new flag (follow_meta_refresh ?) that would default to False because of the performance implications.

    enhancement needs design decision 
    opened by adamn 11
  • "No module named 'newspaper'" after installation?

    Running on Mac OS X.

    Installed newspaper3k without a hitch, however, iPython won't recognize newspaper as a module. Any solutions?

    Specifically, the code it can't run is: from newspaper import Article

    opened by Marthorax 9
  • .nlp() could not work

    .nlp() could not work

    I have been following the example in the README and I encountered this:

    >>> article = cnn_paper.articles[1]
    >>> article.download()
    >>> article.parse()
    >>> article.nlp()
    Traceback (most recent call last):
    zipfile.BadZipfile: File is not a zip file
    
    opened by afeezaziz 9
  • fix(sec): upgrade nltk to 3.6.6

    fix(sec): upgrade nltk to 3.6.6

    What happened?

    There are 1 security vulnerabilities found in nltk 3.2.1

    What did I do?

    Upgrade nltk from 3.2.1 to 3.6.6 for vulnerability fix

    What did you expect to happen?

    Ideally, no insecure libs should be used.

    The specification of the pull request

    PR Specification from OSCS

    opened by chncaption 0
  • fix(sec): upgrade requests to 2.20

    fix(sec): upgrade requests to 2.20

    What happened?

    There are 1 security vulnerabilities found in requests 2.10.0

    What did I do?

    Upgrade requests from 2.10.0 to 2.20 for vulnerability fix

    What did you expect to happen?

    Ideally, no insecure libs should be used.

    The specification of the pull request

    PR Specification from OSCS

    opened by chncaption 0
  • Would not load custom feed articles

    Would not load custom feed articles

    I was having difficulting getting articles from a site and noticed that It kept dumping my custom feed extensions. I found that the problem was It was memoizing the feed by default and this was getting rid of a lot of the urls. I simply turned memoization in the source.py off and it now can get all articles based on the feed pages I give it

    opened by Coinjuice 0
  • Project dependencies may have API risk issues

    Project dependencies may have API risk issues

    Hi, In newspaper, inappropriate dependency versioning constraints can cause risks.

    Below are the dependencies and version constraints that the project is using

    beautifulsoup4>=4.4.1
    cssselect>=0.9.2
    feedfinder2>=0.0.4
    feedparser>=5.2.1
    jieba3k>=0.35.1
    lxml>=3.6.0
    nltk>=3.2.1
    Pillow>=3.3.0
    pythainlp>=1.7.2
    python-dateutil>=2.5.3
    PyYAML>=3.11
    requests>=2.10.0
    tinysegmenter==0.3
    tldextract>=2.0.1
    

    The version constraint == will introduce the risk of dependency conflicts because the scope of dependencies is too strict. The version constraint No Upper Bound and * will introduce the risk of the missing API Error because the latest version of the dependencies may remove some APIs.

    After further analysis, in this project, The version constraint of dependency beautifulsoup4 can be changed to >=4.10.0,<=4.11.1. The version constraint of dependency feedparser can be changed to >=6.0.0b1,<=6.0.10. The version constraint of dependency nltk can be changed to >=3.2.2,<=3.7. The version constraint of dependency Pillow can be changed to ==9.2.0. The version constraint of dependency Pillow can be changed to >=2.0.0,<=9.1.1. The version constraint of dependency python-dateutil can be changed to >=2.5.0,<=2.6.1. The version constraint of dependency requests can be changed to >=0.7.0,<=2.24.0. The version constraint of dependency requests can be changed to ==2.26.0. The version constraint of dependency tinysegmenter can be changed to >=0.2,<=0.4.

    The above modification suggestions can reduce the dependency conflicts as much as possible, and introduce the latest version as much as possible without calling Error in the projects.

    The invocation of the current project includes all the following methods.

    The calling methods from the beautifulsoup4
    bs4.BeautifulSoup
    
    The calling methods from the feedparser
    feedparser.parse
    
    The calling methods from the nltk
    collections.OrderedDict.items
    collections.OrderedDict
    nltk.stem.isri.ISRIStemmer.stem
    nltk.download
    nltk.data.load
    nltk.stem.isri.ISRIStemmer
    nltk.tokenize.wordpunct_tokenize
    
    The calling methods from the Pillow
    PIL.ImageFile.Parser.feed
    PIL.Image.open
    PIL.ImageFile.Parser
    
    The calling methods from the python-dateutil
    dateutil.parser.parse
    
    The calling methods from the requests
    requests.utils.get_encodings_from_content
    requests.get
    
    The calling methods from the tinysegmenter
    tinysegmenter.TinySegmenter.tokenize
    tinysegmenter.TinySegmenter
    
    The calling methods from the all methods
    a.is_valid_url
    math.fabs
    os.path.exists
    os.path.join
    self.article.extractor.get_meta_data
    nodes_with_text.append
    self.download
    self.parser.getAttribute.strip
    summaries.sort
    domain_to_filename
    newspaper.urls.get_domain
    Dispatch.join
    self.set_meta_description
    self.create
    self.parser.getElementsByTag
    codecs.open.read
    pickle.load
    re.sub
    urllib.parse.urlparse.startswith
    node.itertext
    self.clean_body_classes
    l.strip
    newspaper.urls.valid_url
    sorted
    keywords
    self.parser.stripTags
    os.path.isabs
    get_depth
    raw_html.encode.encode
    lxml.etree.strip_tags
    p_url.endswith
    parse_byline
    self.config.get_parser.fromstring
    img_tag.get.get_domain
    images.Scraper.satisfies_requirements
    self.assertFalse
    self.get_urls
    ExhaustiveFullTextCase.check_url
    node.xpath
    os.system
    url_part.replace.replace
    self.parser.previousSiblings
    self.set_meta_site_name
    bs4.BeautifulSoup.find
    self.assertDictEqual
    sys.path.insert
    concurrent.futures.ProcessPoolExecutor
    self.pool.wait_completion
    a.is_valid_body
    re.findall
    set
    score
    self.is_boostable
    conjunction.lower
    logging.getLogger.warning
    self.links_to_text
    nodes.drop_tag
    self.article.download
    os.path.abspath
    w.strip
    path.split.split
    join.strip
    re.split
    os.path.getmtime
    self.StopWordsKorean.super.__init__
    ParsingCandidate
    keys.titleWords.sentences.score.most_common
    self.set_summary
    self.replace_walk_left_right
    self.category_urls
    tags.append
    enumerate
    dict.keys
    self.get_img_urls
    title_text_fb.filter_regex.sub.lower
    key.split.split
    requests.get.raise_for_status
    urllib.parse.urlparse.endswith
    self.remove_trailing_media_div
    self._parse_scheme_file
    w.endswith
    self.extractor.extract_tags
    nodes_to_remove.append
    get_base_domain
    self.language.self.stopwords_class.get_stopword_count
    utils.StringSplitter
    tinysegmenter.TinySegmenter.tokenize
    float
    self.candidate_words
    self.assertCountEqual
    self._parse_scheme_http
    lxml.html.clean.Cleaner.clean_html
    self.get_object_tag
    self.extractor.get_authors
    node.xpath.remove
    x.lower
    TimeoutError
    self.extractor.get_meta_keywords.split
    self.parser.getComments
    lxml.etree.tostring
    kwargs.str.args.str.encode
    self.assertNotEqual
    curname.append
    urllib.parse.urlsplit
    replacement_text.append
    self.remove_punctuation
    clean_url.startswith
    bs4.BeautifulSoup
    min
    Dispatch
    div.insert
    child_tld.subdomain.split
    img.crop.histogram
    _get_html_from_response
    node.set
    self.parse
    nlp.keywords
    split.path.split
    self.set_text
    cur_articles.items
    title_piece.strip
    codecs.open.readlines
    hashlib.md5
    len
    final_url.hashlib.md5.hexdigest
    item.getparent
    title.filter_regex.sub.lower
    re.match
    urls.get_path.startswith
    cls.fromstring
    f.readlines
    summaries.append
    split_words.split
    nltk.stem.isri.ISRIStemmer
    self.parser.childNodesWithText
    join.splitlines
    self.convert_to_html
    self.get_top_node
    self.set_meta_keywords
    img.crop.crop
    outputformatters.OutputFormatter
    source.Source.build
    raw_html.hashlib.md5.hexdigest
    self.remove_negativescores_nodes
    bool
    self.clean_article_tags
    self.parser.nodeToString
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    self.parser.getChildren
    node.attrib.get
    newspaper.Article
    main
    cleaners.DocumentCleaner.clean
    self.extractor.get_meta_data
    clean_url.encode
    self.get_parse_candidate
    self.get_embed_code
    self._get_category_urls
    agent.strip
    network.multithread_request
    range
    txts.extend
    item.lower
    lxml.html.HtmlElement
    map
    self.get_flushed_buffer
    url_to_crawl.replace
    self.nlp
    collections.defaultdict
    cur_articles.keys
    self.remove_nodes_regex
    self.remove_empty_tags
    self.set_top_img_no_check
    img_tag.get.get_scheme
    list.remove
    self.set_article_html
    node.clear
    self.update_node_count
    href.strip
    MRequest
    newspaper.build.size
    random.randint
    f.split.split.sort
    utils.RawHelper.get_parsing_candidate
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    self.extractor.get_category_urls
    StringReplacement
    i.strip
    node.getchildren
    article.Article.parse
    nltk.download
    self.set_canonical_link
    nlp.load_stopwords
    join
    queue.Queue
    outputformatters.OutputFormatter.update_language
    io.StringIO.read
    traceback.print_exc
    newspaper.Source.clean_memo_cache
    codecs.open.close
    self.parser.css_select
    x.strip.lower
    urls.prepare_url
    self.text.split
    path.FileHelper.loadResourceFile.splitlines
    codecs.open.write
    self.start
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    self.get_resource_path
    newspaper.extractors.ContentExtractor
    re.compile.sub
    utils.memoize_articles
    videos.extractors.VideoExtractor
    tempfile.gettempdir
    self.get_stopwords_class
    x.strip
    collections.OrderedDict
    utils.ReplaceSequence.create
    newspaper.languages
    config.get_parser.fromstring
    self.set_meta_data
    urllib.parse.quote
    GOOD.lower
    sentence_position
    freq.items
    unit_tests.read_urls
    response.raw.read
    newspaper.fulltext
    self.parser.previousSibling
    self.extractor.get_meta_lang
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    re.search
    outputformatters.OutputFormatter.get_formatted
    self.tablines_replacements.replaceAll
    str_to_image
    title_score
    configuration.Configuration
    string.replace
    url_to_filetype.lower
    root.index
    cls.get_unicode_html
    jieba.cut
    utils.extend_config
    f.read.splitlines
    self.get_node_gravity_score
    logging.getLogger.critical
    clean_url.decode
    newspaper.network.sync_request
    utils.get_available_languages
    dbs
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    self.extractor.calculate_best_node
    self.extractor.update_language
    distutils.core.setup
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    node.getnext
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    collections.OrderedDict.items
    self.replace_with_text
    nltk.tokenize.wordpunct_tokenize
    self.remove_punctuation.lower
    self.tasks.join
    self.assertGreaterEqual
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    self.setDaemon
    splitter.split
    str.maketrans
    square_image
    newspaper.Article.parse
    item.getparent.remove
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    config_items.items
    get_request_kwargs
    function
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    benchmark
    property
    node.drop_tag
    split.path.startswith
    self.assertTrue
    logging.getLogger.setLevel
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    self.get_siblings_content.append
    domain_counters.get
    self.parser.setAttribute
    codecs.open
    self.replace_with_para
    max
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    configuration.Configuration.get_parser
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    self.feed_urls
    urllib.parse.urlunparse.strip
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    utils.ReplaceSequence.create.append.append
    content.decode.translate
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    prepare_image
    self.get_video
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    urls.get_domain
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    urllib.parse.urlunsplit
    f.split.split
    cls.nodeToString
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    qry_item.startswith
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    self._get_title
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    line.strip
    self.parser.fromstring
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    logging.getLogger.info
    self.extractor.get_urls.prepare_url
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    soup.find.split
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    self.get_src
    self.parser.textToPara
    self.extractor.get_urls
    sum
    logging.getLogger.debug
    join.split
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    self.config.get_language
    int.strip
    hashlib.sha1
    copy.deepcopy
    node.getparent
    collections.Counter
    self.clean_para_spans
    self.parser.getParent
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    self.walk_siblings
    self.StopWordsJapanese.super.__init__
    self.tasks.get
    mthread_run
    response.raw.close
    unittest.main
    urls.url_to_filetype
    list.extend
    ArticleException
    Category
    source.Source
    result.append
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    title_text_h1.filter_regex.sub.lower
    urls.valid_url
    math.log
    current.filter_regex.sub.lower
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    img_tag.get
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    self.extractor.get_favicon
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    key.split.strip
    sys.exc_info
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    newspaper.Source.build
    node.getparent.remove
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    newspaper.Source.download
    utils.StringReplacement
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    utils.cache_disk
    self.clean_em_tags
    videos.extractors.VideoExtractor.get_videos
    os.remove
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    self.set_feeds
    self.set_html
    pow
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    parsed.query.split
    requests.get
    os.mkdir
    is_dict
    p_url.startswith
    PIL.ImageFile.Parser
    search_str.strip.strip
    newspaper.Source.parse
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    self.update_score
    url_part.lower.startswith
    func
    dateutil.parser.parse
    get_available_languages
    unittest.skipIf
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    unittest.skip
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    tldextract.tldextract.extract
    self._map_title_to_feed
    urllib.parse.urlparse.split
    Dispatch.error
    logging.getLogger
    re.compile.search
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    n.strip
    nlp.summarize
    sbs
    newspaper.hot
    utils.extract_meta_refresh
    PIL.Image.open
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    tld_dat.domain.lower
    response.headers.get
    setattr
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    content.encode.encode
    pickle.dump
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    newspaper.news_pool.join
    print
    rp.replaceAll
    sys.exit
    copy.deepcopy.items
    urllib.parse.parse_qs.get
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    mock_resource_with.strip
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    int.isdigit
    match.xpath
    sys.path.append
    lxml.html.clean.Cleaner
    self.config.get_parser.get_unicode_html
    prepare_url
    urllib.parse.urljoin
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    article.Article
    key.split.pop
    self.calculate_area
    self.is_highlink_density
    x.replace
    memo.keys
    self.release_resources
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    re.search.group
    self.parser.getTag
    self.set_meta_favicon
    div.set
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    badword.lower
    getattr
    self.movies.append
    self.extractor.get_feed_urls
    newspaper.configuration.Configuration
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    f.read
    self.parser.outerHtml
    re.sub.startswith
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    nltk.data.load
    self.purge_articles
    self.parser.getAttribute
    html.unescape
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    threading.Thread.__init__
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    mthreading.NewsPool
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    io.StringIO
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    parse_date_str
    re.compile
    a.get
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    __name__.logging.getLogger.addHandler
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    s.strip
    self.get_siblings_score
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    newspaper.Source.category_urls
    self.parser.getElementsByTag.get
    node.append
    os.listdir
    self.extractor.get_meta_img_url
    self.remove_punctuation.split
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    os.path.dirname
    extractors.ContentExtractor.post_cleanup
    k.strip
    self.StopWordsThai.super.__init__
    text.innerTrim
    IOError
    codecs.open.split
    self.extractor.get_urls.get_scheme
    extractors.ContentExtractor
    get_base_domain.split
    fin.read
    newspaper.build
    self.title.split
    self.get_replacement_nodes
    tinysegmenter.TinySegmenter
    tuple
    mock_resource_with
    self.replacements.append
    prepare_image.thumbnail
    utils.FileHelper.loadResourceFile
    self.fetch_images
    uniqify_list
    network.get_html
    match.text_content
    self.remove_drop_caps
    self._get_urls
    url_slug.split
    ref.get
    self.set_reddit_top_img
    self.config.get_parser
    root.insert
    valid_categories.append
    newspaper.network.multithread_request
    path.split.remove
    glob.glob
    cls.createElement
    self.set_tags
    settings.cj
    Exception
    cleaners.DocumentCleaner
    keywords.keys.set.intersection
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    WordStats.set_word_count
    fetch_image_dimension
    authors.extend
    self.add_newline_to_li
    self.get_score
    split_words
    logging.NullHandler
    self.article.parse
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    contains_digits
    self.parser.getText
    pythainlp.word_tokenize
    node.getprevious
    self.parser.clean_article_html
    re.match.group
    zip
    kwargs.str.args.str.encode.sha1.hexdigest
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    get_html_2XX_only
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    self.config.get_parser.getElementsByTag
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    io.StringIO.seek
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    node.lxml.etree.tostring.decode
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    attr.self.getattr
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    self.parser.nextSibling
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    response.raw._connection.close
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    abs
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    utils.memoize_articles.append
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    utils.StringReplacement.replaceAll
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    newspaper.news_pool.set
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    self.extractor.post_cleanup
    requests.utils.get_encodings_from_content
    txts.join.strip
    self.extractor.get_img_urls.add
    feedparser.parse
    self.get_meta_content
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    utils.URLHelper.get_parsing_candidate
    images.Scraper
    u.strip
    Feed
    e.get
    self.assertEqual
    urllib.parse.parse_qs
    div.clear
    prop.attrib.get
    url_part.replace
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    PIL.ImageFile.Parser.feed
    matches.extend
    newspaper.urls.prepare_url
    memo.get
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    videos.Video
    self.article.extractor.get_meta_type
    nltk.stem.isri.ISRIStemmer.stem
    self.tasks.task_done
    domain.replace.replace
    Worker
    self.set_description
    self.throw_if_not_parsed_verbose
    l.strip.split
    

    @developer Could please help me check this issue? May I pull a request to fix it? Thank you very much.

    opened by PyDeps 3
  • fix itemprop containing articleBody

    fix itemprop containing articleBody

    If itemprop is not exactly == "articleBody" the node was "cleaned"

    for instance itemprop="description articleBody" would be cleaned. Blogspot / Blogger for instance uses this itemprop

    opened by AndyTheFactory 0
  • ContentExtractor.nodes_to_check doesn't recognize the elements in html article">

    ContentExtractor.nodes_to_check doesn't recognize the "right"

    elements in html article

    Hello, I'm using newspaper3k package to parse the following article: https://spectrum.ieee.org/3d-printed-meat In debugged it until I reached the code section of ContentExtractor.nodes_to_check method and I saw that when it execute the following: items = self.parser.getElementsByTag(doc, tag=tag) when tag = 'p' I get 75 elements which do not include the article text, compared to when I'm using BeautifulSoup with soup.find_all('p') I get 76 elements with the right text.

    can you please help me to understand the problem? Thank you.

    opened by tomer2406 0
Releases(0.0.9)
Owner
Lucas Ou-Yang
Creator of newspaper3k, a popular journalism NLP library. Built products at Facebook and Snap, currently @ Facebook reality labs. Reach out!
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