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 <bess...@gmail.com> 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 <br...@blumenfeld-maso.com> 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 <bess...@gmail.com> 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 <br...@blumenfeld-maso.com> 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
>
>

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