Filter Twitter feeds only by language

tweepy
twitter statuses/filter
twitter api
twitter api example
twitter stream filter
twitter streaming api
tweepy stream filter
twitter search filters

I am using Tweepy API for extracting Twitter feeds. I want to extract all Twitter feeds of a specific language only. The language filter works only if track filter is provided. The following code returns 406 error:

l = StdOutListener()
auth = OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
stream = Stream(auth, l)
stream.filter(languages=["en"])

How can I extract all the tweets from certain language using Tweepy?


You can't (without special access). Streaming all the tweets (unfiltered) requires a connection to the firehose, which is granted only in specific use cases by Twitter. Honestly, the firehose isn't really necessary--proper use of track can get you more tweets than you know what to do with.

Try using something like this:

stream.filter(languages=["en"], track=["a", "the", "i", "you", "u"]) # etc

Filtering by words like that will get you many, many tweets. If you want real data for the most-used words, check out this article from Time: The 500 Most Frequently Used Words on Twitter. You can use up to 400 keywords, but that will likely approach the 1% limit of tweets at a given time interval. If your track parameter matches 60% of all tweets at a given time, you will still only get 1% (which is a LOT of tweets).

Standard stream parameters, When displaying a stream of Tweets to end users (dashboards or live feeds at a For example, connecting with language=en will only stream Tweets detected to included—unlike the Search API, the user's location field is not used to filter  Sign in to your Twitter account. Click on your profile icon and select Settings and privacy from the drop-down menu. Click on the Account settings section, and choose your language from the Language drop-down menu.


Try lang='en' param in Cursor() e.g.

tweepy.Cursor(.. lang='en')

Supported languages and browsers, Setting the language only affects the language of Twitter elements such as action text and timestamp display; Tweet text is always displayed in its originally  Specify From anyone or From only people I don’t follow. Under For how long? choose between Forever, 24 hours from now, 7 days from now, or 30 days from now.) Click Add. You will see the mute time period indicated next to each entered word or hashtag. Via mobile.twitter.com: Go to your Notifications tab Tap the gear icon Tap Muted words.


Other than getting filtered tweets directly, you can filter it after getting all tweets of different languages by:

tweets = api.search("python")
for tweet in tweets:
   if tweet.lang == "en":
      print(tweet.text)
      #Do the stuff here

Hope it helps.

Introducing new metadata for Tweets, The new lang attribute specifies the language the Tweet was written The new streaming-only filter_level attribute is intended for certain types of content from otherwise noisy or high-volume feeds. two new parameters that will provide Twitter-side filtering of streamed data based off of these attributes. By Keyword One way to filter Twitter is by keyword. Filttr is a full-featured, web-based Twitter app that includes keyword-based filtering. You can both blacklist and whitelist key phrases and


You can see the arguments for the track method in the github code https://github.com/tweepy/tweepy/blob/master/tweepy/streaming.py

Put languages in a array of ISO_639-1_codes.

They are:

filter(self, follow=None, track=None, is_async=False, locations=None,
               stall_warnings=False, languages=None, encoding='utf8', filter_level=None):

So to track by languages just put:

class Listener(StreamListener):

    def on_data(self, data):
        j = json.loads(data)
        t = {
          'screenName' : j['user']['screen_name'],
          'text:': j['text']
          }
        print(t)
        return(True)

    def on_status(self, status):
        print(status.text)


auth = OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)

stream = Stream(auth=auth, listener=Listener(),wait_on_rate_limit=True,wait_on_rate_limit_notify=True)

stream.filter(track=['Trump'],languages=["en","fr","es"])

Filtering Tweets by location, Learn how to filter Tweets by location. While only one location is currently provided, the Profile Geo enrichment may in the future be able to resolve multiple Matches Tweets based on the account-level language associated with the user​. Twitter Lists: If you have a few Twitter feeds you want to make sure you keep up with, put them in their own list and check it a bit more often. You'll only want to follow a small number of


This worked for me.

auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
a=input("Enter Tag: ")
tweets = api.search(a, count=200)
a=[]
for tweet in tweets:
    if tweet.lang == "en":
        a.append(tweet.text)

Standard operators, Note that the standard search API only serves data from the last week. politics filter:safe, containing “politics” with Tweets marked as potentially sensitive removed. Language: the lang parameter restricts Tweets to the given language​. Quality Filter. We’re adding another new option to your notification settings: a quality filter setting. Last year we began testing a quality filter setting and we’re now rolling out a feature for everyone. When turned on, the filter can improve the quality of Tweets you see by using a variety of signals, such as account origin and behavior.


How to use advanced search, Click Advanced search, located underneath Search filters on the upper right of a specific hashtag (#twitter); Tweets in a specific language (written in English). This targeting option allows you to serve ads to people who understand a particular language. We derive someon'es language from a number of different sources, including the language selected in profile settings and the languages that correspond to the user’s activity on Twitter.


Standard search API, see the Standard search operators page for a list of available filter operators. lang, optional, Restricts tweets to the given language, given by an ISO 639-1 locale, optional, Specify the language of the query you are sending (only ja is  Enter your search into the search bar on twitter.com. Click Advanced search, located underneath Search filterson the upper right of your results page, or click More optionsand then click Advanced search. Fill in the appropriate fields to refine your search results (see below for some helpful tips). Click Searchto see your results.


How to filter tweets by language, If you want to search and to prefer a language, you can use Google Realtime The Twitter pipeline is a busy place, finding the tweets that mean the most to you​  Twitter is a place to share ideas and information, connect with your communities, and see the world around you. In order to protect the very best parts of that experience, we provide tools designed to help you control what you see and what others can see about you, so that you can express yourself on Twitter with confidence.