I am working on a project which requires getting tweet and user information from twitter. I can't even test the current system because I keep hitting twitter rate limit. Is there any way around it?
Basic information that I am looking to extract from each status is:
Status text
User follower count
User following count
Retweet count
Geo location co-ordinates
I am using Twitter4J API to do this.
Any help will be appreciated. Thanks in advance.
EDIT
I am using twitter's search API to get list of tweets.
One option is to use a Twitter Data Reseller (e.g. GNIP) who can sell tweets.
Another option is to maximize your use of the API. Here are some tips:
Check Rate Limit Status for each API you're use to make sure you don't go over and when the rate limit resets (currently every 15 minutes).
Look at the parameters to make sure you request a count of the maximum number of tweets for that API. e.g. a count can default to 20, but you can set it to 200, depending availability and limits on the specific endpoint. This potentially reduces the number of queries you have to make.
Page your results according to the Twitter's Working with Timelines guidance. Use SinceID and MaxID to make sure you're only requesting new tweets. This could reduce requests by reducing the number of tweets you need (through increasing the opportunity to stay within max count) and reducing the number of requests by avoiding queries for tweets you already have.
Essentially, you want to examine endpoint parameters with a perspective for how to decrease bandwidth and reduce the number of queries you have to make.
Related
E.g. I would like to obtain the number of tweets on this page (after it is fully expanded). Is it possible?
As far as I can see, Twitter API, including the academic product does not provide a straightforward option to obtain the number of tweets over a specific period of time (one would need to request for each single tweets, and the number of tweets that can be requested is limited per month).
Today, counts are only available in the premium and enterprise APIs, not in the new v2 API. You can get timeseries and counts but you’ll be looking at a paid API.
I have IDs from many tweets, and I'd like to fetch their full information from Twitter in order to do some data analysis. The obvious API method (https://dev.twitter.com/docs/api/1/get/statuses/show/:id) appears to take only one ID at a time. This is a problem because the number of tweets we need to analyze is well more than the API limit of 350 calls per hour.
Thus: is there some way to get full information for a set of tweet IDs, not just one, or alternately to submit many REST calls in the same HTTP request and have it count only once against the API limit?
There's unfortunately no bulk lookup offered for Tweets. You'll need to perform requests one at a time and scope your project to cope with the rate limitations. If you have friends who would like to help you, you could potentially ask them to authorize your application and leverage their permission to gain access to more requests.
I know that I can use "users/show" and get "followers_count" or I can do "followers/ids" and count the number of IDs returned, but both of these methods are rate-limited at 150 requests per hour when anonymous and 350 when signed w OAuth.
The program I'm writing uses the Twitter Search API to look for all mentions of a hashtag. I'm using the Search API and not the Streaming API because I need to look for historical tweets, not just real time.
When I find a tweet that contains the hashtag, I want to save the user's handle, tweet ID, time of tweet, and the number of followers that user has. Since the number of followers per user isn't returned with the Search API, I need to use another API call for that. That extra call is what's causing me trouble.
Are there any more efficient ways to get the number of followers for more than 350 users per hour? (There are a TON of tweets coming in...)
Your only option is GET users/lookup which supports fetching up too 100 user objects in a single request. Authentication is required so you will be allowed 35000 user objects/hour. If that still isn't enough should look into queueing the requests.
I'm trying to write a program that will retrieve all of the tweets the user has seen on their twitter home timeline (ie, from people their following, as they would see at twitter.com). I realise this is a lot of data, and the rest API has limitations.
What would be the be best way to do this? Slowly retrieve the last 200 or whatever the limit is tweets, keeping in mind the 350 requests per hour limit? Or is there some hard limit to how far back I can go even with that?
The streaming API only streams from current point on I believe, so I don't think this is an option. This is a personal project so I can't pay very much for any elevated access or anything.
Yes, there is a limit to how far back you can go:
Clients may access a theoretical
maximum of 3,200 statuses via the page
and count parameters for the
user_timeline REST API methods. Other
timeline methods have a theoretical
maximum of 800 statuses. Requests for
more than the limit will result in a
reply with a status code of 200 and an
empty result in the format requested.
Twitter still maintains a database of
all the tweets sent by a user.
However, to ensure performance of the
site, this artificial limit is
temporarily in place.
Source: http://dev.twitter.com/pages/every_developer
As you mentioned, you will need to go page by page through each of the 200 max results that come back until you hit that limit and get the empty result set, making sure not to hit the 350 requests per hour. There might also be gaps depending on how many tweets the user has on their timeline.
I am writing a small app, building stats for twitter users (no of tweets, friends etc). I am using this api
http://api.twitter.com/1/users/show.json?user_id=12345
I can only make 150 calls per hour, which is very very small, given the size of twitter. How do companies that rely on Twitter's API manage to overcome this rate limit?
The 150 API calls is per user per application. Larger companies likely broker deals with Twitter.
You need to get whitelisted to get a far higher rate limit. They are open to all sorts of developers, as long as you give a good reason for what you are developing:
http://twitter.com/help/request_whitelisting
You will easily get whitelisted, just apply. They will accept more or less any reasonable application, but just don't want to leave it 'wide open'. If they dont accept you, and you still want to get your hands on the data, just scrape it.