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How to acess tweets with bearer token using tweepy, in python? – Twitter API

When I signed up for the Twitter API for research , they gave me 3 keys: API Key, API Secret Key, and Bearer Token. However the Hello Tweepy example, 4 keys are used: consumer_key, consumer_secret, access_token, access_token_secret. Obviously, the first two keys map to each other, but I don’t see how consumer_secret and access_token map to Bearer Token. I am using this:

CONSUMER_KEY = 'a'
CONSUMER_SECRET = 'b'
ACCESS_TOKEN = 'c'
ACCESS_TOKEN_SECRET = 'd'
BEARER_TOKEN='e'


# Set Connection
auth = tweepy.OAuthHandler(CONSUMER_KEY, CONSUMER_SECRET)
auth.set_access_token(ACCESS_TOKEN, ACCESS_TOKEN_SECRET)
api = tweepy.API(auth, wait_on_rate_limit=True)

Where should I use the Bearer token?
Thanks

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6

Answers


  1. 0

    Unfortunately at this time, you will not be able to use Tweepy for accessing the new full archive search endpoint for academic research. They are working on v2 support, but right now, you’d end up hitting the v1.1 standard search API.

    If you are using Python I would suggest taking a look at the Twitter API v2 sample code, or the search_tweets client that Twitter provides. You can then use the BEARER TOKEN by adding it as an environment variable, or if you prefer by adding it directly into the code, but if you do that, be careful not to accidentally commit it to source control where others might get access to it.

    To answer the piece about the consumer key/secret vs access token/secret vs bearer token:

    • the bearer token is granted based on the consumer key and secret, and represents just the application identity and credential
    • the access token and secret represent the user identity. If you are using those, you don’t use the bearer token, you use that pair in combination with consumer key and secret instead.

    In Tweepy terms, the Bearer token would be retrieved by the AppAuthHandler automatically, and the OAuthHandler would not be used in that case.

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  2. 0

    You don’t need to use bearer key. You can find the access keys & secrets that you can use under the bearer key in the section where you get your passwords by logging into your Twitter Developer account.

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  3. 0

    I believe the confusion lies in the different terminologies for the variables and the use of these variables.

    Terminologies

    First explained below, terminology clarification, with different terms referring to the same thing:

    Client credentials:

    1. App Key === API Key === Consumer API Key === Consumer Key === Customer Key === oauth_consumer_key
2. App Key Secret === API Secret Key === Consumer Secret === Consumer Key === Customer Key === oauth_consumer_secret
3. Callback URL === oauth_callback

    Temporary credentials:

    1. Request Token === oauth_token
2. Request Token Secret === oauth_token_secret
3. oauth_verifier

    Token credentials:

    1. Access token === Token === resulting oauth_token
2. Access token secret === Token Secret === resulting oauth_token_secret

    Next, the use of these. Note that bearer Token authenticates requests on behalf of your developer App. As this method is specific to the App, it does not involve any users.
    Thus you can either go with requests on a user level or at an app level as follows:

    Usage

    User level (OAuth 1.0a):

    api_key = "hgrthgy2374RTYFTY"  # CONSUMER_KEY
api_secret_key = "hGDR2Gyr6534tjkht"  # CONSUMER_SECRET
access_token = "HYTHTYH65TYhtfhfgkt34"  # ACCESS_TOKEN
access_token_secret = "ged5654tHFG"  # ACCESS_TOKEN_SECRET

auth = tweepy.OAuthHandler(api_key, api_secret_key)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)

    App level (OAuth 2.0):

    bearer_token = "ABDsdfj56nhiugd5tkggred"  # BEARER_TOKEN
auth = tweepy.Client(bearer_token)
api = tweepy.API(auth)

    Or alternatively:

    auth = tweepy.AppAuthHandler(consumer_key, consumer_secret)
api = tweepy.API(auth)

    [1] https://developer.twitter.com/en/docs/authentication/oauth-1-0a/obtaining-user-access-tokens

    [2] https://docs.tweepy.org/en/latest/authentication.html#twitter-api-v2

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  4. 0

    @ScriptCode

    but it is still unclear where to use the Bearer Token in tweepy’s OAuthHandler and access_token?

    The Documentation for tweepy 3.10.0 at https://buildmedia.readthedocs.org/media/pdf/tweepy/latest/tweepy.pdf states under 3.3 OAuth 2 Authentication (using Bearer Token)

    auth = tweepy.AppAuthHandler(consumer_key, consumer_secret)
api = tweepy.API(auth)

    so you use AppAuthHandler and basically leave out the step:

    auth.set_access_token(key, secret)

    Of course you have to make sure you have registered a Bearer Token for a read-only App in the Twitter Dev Backend.

    I tried it and it worked …

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  5. 0

    From Tweepy documentation (OAuth 2 Authentication)

    Tweepy also supports OAuth 2 authentication. OAuth 2 is a method of
    authentication where an application makes API requests without the
    user context. Use this method if you just need read-only access to
    public information.

    So basically, since your app just requires read-only access, you don’t need "Access Token" & "Access token secret" and can ignore the 3rd & 4th Steps. A simple code for this solution would be as follow:

    auth = tweepy.AppAuthHandler(consumer_key, consumer_secret)
api = tweepy.API(auth)
for tweet in tweepy.Cursor(api.search, q='cool').items(3):
    print(tweet.text)
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  6. 0

    Tweepy has been updated to 4.4.0 which supports Twitter API v2. Here is a sample code given you have Academic Research Account [more examples]:

    import tweepy

client = tweepy.Client(bearer_token="add_your_Bearer_Token")

# Replace with your own search query
#replace place_country with the code of your country of interest or remove.
query = 'COVID19 place_country:GB'

# Starting time period YYYY-MM-DDTHH:MM:SSZ (max period back is March 2006)
start_time = '2018-01-01T00:00:00Z'

# Ending time period YYYY-MM-DDTHH:MM:SSZ
end_time = '2018-08-03T00:00:00Z'

#I'm getting the geo location of the tweet as well as the location of the user and setting the number of tweets returned to 10 (minimum) - Max is 100

tweets = client.search_all_tweets(query=query, tweet_fields=['context_annotations', 'created_at', 'geo'], place_fields=['place_type', 'geo'], user_fields=['location'], expansions='author_id,geo.place_id', start_time=start_time, end_time=end_time, max_results=10)

# Get list of places and users
places = {p["id"]: p for p in tweets.includes['places']}
users = {u["id"]: u for u in tweets.includes['users']}

#loop through the tweets to get the tweet ID, Date, Text, Author ID, User Location and Tweet Location
for tweet in tweets.data:
    print(tweet.id)
    print(tweet.created_at)
    print(tweet.text)
    print(tweet.author_id)
    if users[tweet.author_id]:
        user = users[tweet.author_id]
        print(user.location) #note that users can add whatever they want as location
    if places[tweet.geo['place_id']]:
        place = places[tweet.geo['place_id']]
        print(place.full_name)
        print("================")
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