Hi Matt,

Thanks for the explanation. I will file the bug report. I'd like to
hear more about the sample size. I've read through the Streaming API
docs a lot, and I haven't come across anything specific about the rate
limits. Where can I read more?

Brian Maso

On Jan 10, 5:24 pm, Matt Harris <[email protected]> wrote:
> Hey Brian,
>
> When you use the Streaming API filter method we will stream to you all the
> Tweets which match your track terms - up to your allowed sample size.
>
> What this means is over the course of a sampling window we apply your track
> terms to the full firehose, and then return as many results as your sample
> rate allows. If you exceed your allowed sample size we will return a
> 'rate_limited' response containing the total number of matched Tweets
> missed.
>
> When matching track terms we apply the 'track' keywords to the raw Tweet
> text. This is different to the Search API which applies the track terms to
> the raw Tweet text plus the expanded URL. (The Streaming API doesn't expand
> URLs because it would delay the delivery of the Tweet).
>
> The issue you are describing is not caused by sampling limits or reduced
> subsets, but is instead due to a retweet parsing issue our engineers are
> looking into. What appears to be happening is the Streaming API is trying to
> match against the truncated RT version of the Tweet instead of the original
> Tweet text.
>
> If you file this in our issue tracker we can let you know when the issue is
> resolved. The issue tracker can be found here:
>    http://code.google.com/p/twitter-api/issues/list
>
> Best,
>
> @themattharris
> Developer Advocate, Twitterhttp://twitter.com/themattharris
>
> On Mon, Jan 10, 2011 at 4:48 PM, Brian Maso <[email protected]>wrote:
>
> > Sounds consistent with what I've been seeing. Where did you get your
> > impression of how the streaming API is "optimized"? I am having a hard
> > time finding any authoritative documentation describing what the
> > powers that be at Twitter *intend* to be included in the stream (as
> > opposed to what they actually *implemented*, which may differ from
> > intentions for a variety of reasons).
>
> > If what you say is true, it kind of limits to use-cases of the
> > streaming API to a far narrower set than what one would think by
> > reading the Streaming API documentation. There's one section of the
> > documentation that attempts to describe how to implement a system that
> > utilizes the streaming API and avoids missing any tweets. Obviously if
> > the stream of tweets is already a reduced subset, then it doesn't
> > matter very much if you miss a few.
>
> > Brian Maso
>
> > On Jan 9, 4:06 pm, Bess <[email protected]> wrote:
> > > Streaming API is build by Twitter while Search API is build by Startup
> > > Summize acquired by Twitter. Search API is rate-limited.
>
> > > If you just use Twitter search feature, you may see everything. Using
> > > Search API to display API returned results is limited by your
> > > developer API.
>
> > > Streaming API may not show everything b/c it is optimized on the
> > > content based on its logarithm.
>
> > > On Jan 9, 2:29 pm, Brian Maso <[email protected]> wrote:
>
> > > > What I did is opened up three separate normal browser tabs in Firefox,
> > > > each using the Twitter search web interface to search for three
> > > > different hashtags ("#ces", "ces11", and "nfl" -- examples of three
> > > > tags that should have decent ongoing traffic).
>
> > > > At the same time I have an application capturing tweets from the same
> > > > three hashtags using the streaming API ("filter.json?
> > > > q=#ces,#ces11,#nfl", with appropriate URL encoding).
>
> > > > Irregardless of the amount of time, the streaming application captured
> > > > about 25% fewer tweets. Detailed analysis of the tweet IDs captured by
> > > > the browsers vs. those captured by the standalone application
> > > > retrieving tweets via the streaming API verified that there were
> > > > tweets delivered through the browsers that did not appear through the
> > > > streaming API. There were no tweets delivered through the streaming
> > > > API that did not also appear in the set of tweets delivewred through
> > > > the browsers.
>
> > > > I would love it if anyone else would try a similar experiment and
> > > > report back results. Maybe I'm doing something wrong, or maybe this is
> > > > an anomaly, or maybe the streaming API just doesn't capture as much --
> > > > impossible for me to say.
>
> > > > I note that the streaming API documentation doesn't claim an intent to
> > > > match accuracy with the search API (nor vice versa). At this point I'm
> > > > thinking to get the greatest accuracy I should be collecting tweets
> > > > from *both* APIs.
>
> > > > Brian Maso
>
> > > > On Jan 7, 5:08 pm, Bess <[email protected]> wrote:
>
> > > > > This is hard to believe. Streaming API is an approved API that should
> > > > > not have any limit. It should give you everything without any limit.
> > > > > On the other hand Search API has rate-limitation.
>
> > > > > Did you use any filter?
>
> > > > > On Jan 6, 9:42 pm, Brian Maso <[email protected]> wrote:
>
> > > > > > Hi All,
>
> > > > > > Using the Streaming API, I'm noticing about a 25% loss rate when
> > > > > > tracking multiple hashtags vs. using the good old Search API. I'm
> > > > > > fouind it hard to believe this is true, so I tested over and over,
> > but
> > > > > > I keep getting the same results. The Streaming API just seems to
> > not
> > > > > > provide a fair number of tweets.
>
> > > > > > Note that I have the lowest rate limit with the Streaming API --
> > > > > > perhaps highest rate limits have lower loss rates.
>
> > > > > > Has anyone else noticed the rate loss Streaming vs. Search API? Or
> > am
> > > > > > I on crack?
>
> > > > > > Does the loss rate get lower with the higher Streaming API account
> > > > > > limits?
>
> > > > > > Brian Maso
>
> > --
> > Twitter developer documentation and resources:http://dev.twitter.com/doc
> > API updates via Twitter:http://twitter.com/twitterapi
> > Issues/Enhancements Tracker:
> >http://code.google.com/p/twitter-api/issues/list
> > Change your membership to this group:
> >http://groups.google.com/group/twitter-development-talk
>
>

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