How to add a location filter to tweepy module How to add a location filter to tweepy module python python

How to add a location filter to tweepy module


The streaming API doesn't allow to filter by location AND keyword simultaneously.

Bounding boxes do not act as filters for other filter parameters. For example track=twitter&locations=-122.75,36.8,-121.75,37.8 would match any tweets containing the term Twitter (even non-geo tweets) OR coming from the San Francisco area.

Source: https://dev.twitter.com/docs/streaming-apis/parameters#locations

What you can do is ask the streaming API for keyword or located tweets and then filter the resulting stream in your app by looking into each tweet.

If you modify the code as follows you will capture tweets in United Kingdom, then those tweets get filtered to only show those that contain "manchester united"

import sysimport tweepyconsumer_key=""consumer_secret=""access_key=""access_secret=""auth = tweepy.OAuthHandler(consumer_key, consumer_secret)auth.set_access_token(access_key, access_secret)api = tweepy.API(auth)class CustomStreamListener(tweepy.StreamListener):    def on_status(self, status):        if 'manchester united' in status.text.lower():            print status.text    def on_error(self, status_code):        print >> sys.stderr, 'Encountered error with status code:', status_code        return True # Don't kill the stream    def on_timeout(self):        print >> sys.stderr, 'Timeout...'        return True # Don't kill the streamsapi = tweepy.streaming.Stream(auth, CustomStreamListener())    sapi.filter(locations=[-6.38,49.87,1.77,55.81])


Juan gave the correct answer. I'm filtering for Germany only using this:

# Bounding boxes for geolocations# Online-Tool to create boxes (c+p as raw CSV): http://boundingbox.klokantech.com/GEOBOX_WORLD = [-180,-90,180,90]GEOBOX_GERMANY = [5.0770049095, 47.2982950435, 15.0403900146, 54.9039819757]stream.filter(locations=GEOBOX_GERMANY)

This is a pretty crude box that includes parts of some other countries. If you want a finer grain you can combine multiple boxes to fill out the location you need.

It should be noted though that you limit the number of tweets quite a bit if you filter by geotags. This is from roughly 5 million Tweets from my test database (the query should return the %age of tweets that actually contain a geolocation):

> db.tweets.find({coordinates:{$ne:null}}).count() / db.tweets.count()0.016668392651547598

So only 1.67% of my sample of the 1% stream include a geotag. However there's other ways of figuring out a user's location:http://arxiv.org/ftp/arxiv/papers/1403/1403.2345.pdf


You can't filter it while streaming but you could filter it at the output stage, if you were writing the tweets to a file.