This bot is pretty funny.
Anyone know how it works? I'm assuming it just sorts the string and puts it in a hashmap/table and looks for collisions.
Go All out or Die trying.
R u really going to do it?
Anagrams are just sentences with the same letter counts. The anagrams they're posting have 25ish letters... how many ways are there to distribute 25 balls into 26 bins? (25+26)!/25!/26! is ~250 trillion. The birthday paradox square roots that down to ~10 million, and the fact that we prefer some bins (fewer Zs, more Es) probably cuts it down even further to ~1 million.
So one anagram per million short tweets; hundreds per day. Doesn't seem too unreasonable.
Is it really that surprising? English has plenty of redundancy; Twitter statuses have limited length.
What's surprising to me is the niceness of the found anagrams. "another math genius" / "he ain't smart enough".
That's because they are manually curated 
Q: Is this manually curated?
A: Mostly for issues of volume ( there are a lot of variations
of 'goooood mooornnniinng!', there are a lot of spam bots
posting subtely different versions of the same message, etc)
the bot doesn't automatically post every anagram it finds.
Essentially there's an iphone client that reviews matches,
which are manually approved or rejected.
See a description of the Birthday Paradox for the mathematics behind this. For example, if you put 70 people in a room, there is a 99.9% chance that two people share a Birthday.
It shouldn't be too difficult to solve this automatically though. Identical hits can be discarded very easily. The ones that only have a few words or letters reversed can be detected with some kind of similarity algorithm.
The code could be simplified by using Python's set() and improved by doing a copy'n'paste on a Levenshtein function.
I love when people use programming to play with words.
Sad it's english only. I may work on a french version.
But really nice idea.
But i have some friends who makes rap and there is some diamonds that i've found with your bot :
I want to see this world change.
Let's see what I can do right now
you have destroyed me
do you deserve my hate?
i keep it in mind but it will not be before six months.
I will make a pull or notify with github, i code also in python.
In french we have some software to find rimes.
Putting the finding in a database could be a nice addition, i could help to compose text.
You have my admiration for the idea and the execution ...