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i'm the admin of a twitter bot that tweets when a happening

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Thread images: 11

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i'm the admin of a twitter bot that tweets when a happening thread gets posted on /pol/

currently a "happening thread" is defined by a few constant conditions: we compare a threads replies-per-minute to the current average replies-per-minute on /pol/, and if a threshold is passed and held for a certain amount of minutes, a happening tweet is triggered.

i'm planning on rewriting the bot's happening classifier to work with machine/deep learning.

i want to feed the bot a huge amount of historical board data and make it learn to recognize happening posts the second they get posted.

since a single post might contain too little data (it might be just a "IT'S HAPPENING" with a link to bbc), we need to go a step further and capture entire board constellations.

usually a happening will contain several threads about it, and we can use that constellation to train the classifier.

the features are thus gonna be board constellations and the labels will be threads that turned out to be happenings, which will probably still have to be defined as it currently is, i.e. high replies-per-minute for a long time.

anybody with basic experience in ML wanna join?
>>
this is an interested project, but since you're a fuckboy from /pol/ I will have no part of it.
>>
>>61887837
*nods approvingly*
>>
>>61887837
>>61872959
>>
>>61887815
>i want to feed the bot a huge amount of historical board data and make it learn to recognize happening posts the second they get posted.
This won't work. Every single happening thread is the same

>ITS HAPPENING!!!! OH MY GOD ITS ACTUALLY HAPPENING!!!
>>
>>61887837
i am not
it's just the most popular board so it will get the bot the most exposure
>>
>frogposter
>/pol/
write a ML algorithm that shortens your lifespan
>>
>>61887837
It's an anti-/pol//anti-alt-right/leftist bot if you haven't noticed
>>
sorry, this board is only for underageb&s to seek validation through posting pictures of the latest shit mommy bought for them.
>>
>>61887867
>i am not
>"dude I am not from /pol/ I just really like posting there so I made a bot for them"
okay lad

also >>61887865
brings up a good point. Every time literally anything happens you will get dumbasses who post
>"OMG IT'S HAPPENING!!! /pol/ WAS RIGHT!"

even on /g/
>news article claims that there is a potential linux vulnerability for those using an old version of [distro] and are running and old version of [software]
>someone makes a thread with the OP "O-M-G IT'S OVER LINUX FINISHED AND BANKRUPT!"
>>
Fucking off yourself
>posting links to 4chan on social media
I can't believe this is accepted now
>>
>>61887837
This
>>
>>61887923
>Rule 1: you do not talk about /b/
>Rule 2:you DO NOT talk about /b/
amirite or what lads XDDD
>>
>>61887961
that's not the point
posting links on twitter and shit is probably why there's so many ledditors and normalfags across all boards
>>
>>61888094
there have been news articles that link to fucking 4chan threads

4chan has been mainstream since like 2009. This is not a sekrit club and it hasn't been for nearly 10 years
>>
>>61888123
that doesn't mean we should literally invite normies
>>
>>61888146
>doesn't mean we should literally invite normies
see
>>61886903

Just because someone is not as autistic as you doesn't make them a normie.
>>
>>61887837
Upvoted.
>>
>>61887961
This sort of attitude is the reason this site is just reddit lite. It's not a "secret club" but there are certain types of people that are fundamentally incompatible with the culture of this site, when you invite them here in large numbers they do not integrate into the culture whatsoever and instead violently fight to change the culture of the site until the original inhabitants no longer feel welcome. There is a certain irony in the fact that /pol/tards who complain about immigration all day are the biggest driving force behind this normalfag invasion.
>>
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>>61888251
>when you invite them here in large numbers they do not integrate into the culture whatsoever and instead violently fight to change the culture of the site until the original inhabitants no longer feel welcome
Why does it sound so familiar?
>>
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>>61888251
>the people I don't agree with are fundamentally incompatible with the culture of this site
do you work at google by any chance?

>>61888317
>*tries their hardest to invite new people to their containment board*
>"what the fuck! where did all these new posters come from!??"
people like you and OP invite outsiders to your cuckshed; you aren't allowed to complain
>>
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>>61888184
>>
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>>61887815
>/pol/
>machine learning
>Twitter
>bot
>constellation
Is this a trigger thread?
>>
>>61888575
>triggered by the term Machine Learning
why?
>>
>>61888184
It's literally does tho
>>
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>>61887815
I work in text analytics and NLP. Text classification is my main skill.

Give me the data, OP and I'll get you a decent classifier.

[email protected]
>>
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>>61889253
>>61887815
Are you still there, OP. I can and want to help with the ML side of things.
>>
>>61887815
> bringing even more newfags to /pol/

It's definitely an interesting technical exercise but you're not doing the board any favors with this.
>>
>>61887815
>/pol/ rss feed
>detect if X many happening threads of Y similarity are posted within Z timeframe
ez enuff
you're over thinking this
>>
>>61887815
A good thing made for a community that does not deserve it.
>>>/pol/
(Anyway, it is terrific bot)
>>
>>61887815
A somewhat more complex feature to look for would be multiple threads being created around the same time which have similar, but globally unique phrasology in the OP and subsequent posts.

Also look for other happening related memes like the Sam Hyde "HE CAN'T KEEP GETTING AWAY WITH IT" meme.

Assign a probability that if reached your bot will make a post, and then play around giving feature weights which add or subtract the probability.
>>
>>61888425
Are you saying people that come to this anime site to complain about anime should be welcomed, for example?
>>
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>>61887815
ml researcher here, what are you writing in, is the repo public, how will you communicate
as a side note this project should take you two hours alone. get the data in a csv, train a random forest with sklearn, if you *need* you can use the python nltk package

also, fuck pol for bringing normies to my boards
>>
>>61887837
you crushed his little /pol/ish heart lol
>>
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>>61887837
No, you must help the goy...i mean loyal trump supporters further their takedown of (((fake news)))
>>
>>61887837
this desu
>>
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>>61887961
/pol/ must remain as warning of what happen when you go full mainstream
>>
>>61889739
ye i am
>>
>>61887923
>implying we have any leadership anymore
>>
ive done something similar to this using python
>>
>>61887815
I'm interested. Have a discord link?
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>>61887907
Sorry your mom was too poor/mean to not buy you things, anon.
>>
No one cares about your shitty bot
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>>61894535
>mainstream ruined /pol/
/pol/ was never good. There was never any discussion or quality content being made there. It's always been nothing but a circlejerk of retards who believe they're smarter than everyone else by spouting shitty theories.
The fact that they ignore and flame whoever doesn't agree with them makes it a toxic echo chamber.
"Teh normis ree-" only spread their shit outside of 4chan. Some individuals will be stupid enough to believe their bullshit and take it to the real world by attending rallies and acting like complete retards in an act of "defiance to teh system" (while also sucking the President's dick).
/pol/ is the place were intelligence dies, so they would gave ruined their life anyways by making poor decisions in general and being socially inept.
>>
>>61887837
This Desu Senpai™
>>
>>61887815
dumb /pol/ tard
>>
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anon here, can confirm, legitmate fucking happening.

this anon: >>61887815 is making a bot that MONITORS FUCKING POL.

this is REAL DEEP STATE SHIT. This is an excuse to monitor everything we do.
>>61887815
>i want to feed the bot a huge amount of historical board data and make it learn to recognize happening posts the second they get posted.

Anon is trying to recruit people into his deep state CNN network here:
>>61887815
>anybody with basic experience in ML wanna join?
We CANNOT let this happen
>>
>>61895153
Now delete your post to make it look more legit.
>>
>>61895167
all I would really need to do is move it to /pol/
>>
>>61895153
>deep state CNN network

looks pretty legit to me
>>
>>61887815
Good, expose the larpers.
Chanology 2017.
>>
Oh look
it's fucking nothing
>>
Seems like an incredibly convoluted waste of time, considering how fast threads get pruned on that board.
>>
>>61895624
I thought /pol/ would be 100% behind their new government, you have nothing to fear. The swamp was drained, right?
>>
>>61887837
>>61887860 >>61887861 >>61887867 >>61887899 >>61887925 >>61888200 >>61893022 >>61893047 >>61893876 >>61895106 >>61895624

Suddenly it's /g/-approved to let politics get in the way of technology.
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>>61887815
>twitter
Congratulation, you're the cancer that is killing 4chan.
>>
>>61887815

id rather meet the cunnybot admin from /tv/
>>
يا غبي ليش عندك بوت لناس تكرهك؟
>>
>>61887815

email me drpiss at obscura dot pro

i am interested in hiring you to make a similar bot for another forum
>>
>>61887899
That's even worse
Thread posts: 61
Thread images: 11


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