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Kiwi Farms

Intro​

Sometime in January, my tism took over one night and I decided to experiment with tmi.js an API/connector library for writing programs to get events from any twitch channel (without needing to authenticate/be authorized by the channel owner). It's basically a way of scraping a twitch chat for all the events like "So-and-so resubbed at Tier 1 for 10 months in a row!" When I started, I wasn't 100% sure what I was gonna do with that data, but I had some ideas about doing something interactive with the twitter account I'm running, and maybe an "game" of some sort.

Given that DSP is no longer in the partner program and prompted by his "I need to double the tips goal every stream to make up for the loss of revenue" segment he did, I've decided to run a report over all the data I've been collected from Jan 22, 2021 to April 21, 2021 (91 days). If you're in the LSB discord, you've probably seen me posting these for a while now, in response to "stream was slow tonight",

Summary of the findings​

1619067795542.png

As you can see, most days when DSP streams, he's been making $120-$180, often making a lot more (the peaks above).

Raw Data​

If you want to tinker with the raw data I've collected so far, I present you two files:

summary.txt

This file contains an array of objects (JSON) where each object has the date for which the report was run, as well as an amount property which is a pair of numbers. Due to how tmi.js reports certain events, certain resub events (anongiftpaidupgrade is an event received when someone was gifted an anonymous sub, and they decided to continue it from their own pocket) don't have the tier of that sub associated, so for those resubs, I decided to compute the numbers both as T1 (lower bound) and T3 (upper bound). When these two numbers are the same, it means that day there were no resubs whose monetary value was ambiguous.

Preview:

Code: 
  {
    "timestamp": "2021-02-19T05:00:00.000Z",
    "year": 2021,
    "month": 2,
    "day": 19,
    "amount": [
      141.49,
      141.49
    ]
  }

allevents.txt

This file is a json export of the mongoDB database I was using to store all these events. If you want to parse these for yourself, you can take a look at tmi.js docs to see what each event means (most of them are pretty obvious like `cheer`, `subscription`, `subgift`, etc). Note, this file is not an array, it's a single mongo document per line, so if you're planning to load this into a program, you'll have to take that into account (the file itself is not valid JSON, even though each line, on its own, is valid JSON).

Preview:

Code: 
{"_id":{"$oid":"6019e3397e948d55ac9195c9"},"type":"cheer","timestamp":{"$date":"2021-01-23T04:27:17.819Z"},"user":{"badge-info":{"subscriber":"1"},"badges":{"subscriber":"0","bits":"1000"},"bits":"50","color":"#00FF7F","display-name":"tendiesandjuice","emotes":null,"flags":null,"id":"33056cf0-a262-4dc3-8a13-5ff23d42cc9b","mod":false,"room-id":"261767","subscriber":true,"tmi-sent-ts":"1611376038554","turbo":false,"user-id":"636925237","user-type":null,"emotes-raw":null,"badge-info-raw":"subscriber/1","badges-raw":"subscriber/0,bits/1000","username":"tendiesandjuice","message-type":"chat"},"message":"cheer50 Wait, what? Who doesnt like gin?","year":2021,"month":1,"day":22}

Future Plans​

I haven't stopped the tracking server, so if by some stroke of pigroach luck, he's reinstated, my haterbot will be there to see all the 50-bit cheers, all the OIC subs, everything.
I'll also be taking a look at Youtube API docs to see if I can put together something similar if he does end up moving to YT.

If neither of these happens, then it was a fun experiment while it lasted.

Edit 1: These numbers are predicated on the assumption that DSP gets 50% cut from sub numbers. If you want to re-run the numbers with the assumption of a 70% cut, you'll have to multiply the numbers appropriately.

Edit 2: These numbers do NOT include tips (since tmi.js doesn't see his paypal/streamlabs/elements). I also have not made an attempt to filter out obvious sub refund names like "dspgroomedpanda". If I had to guess, I'd estimate that ever since Twitch put in the 10 minute sub refund exception, he's gotten from 3-10 troll subs which is $10-$20 that my script would be overcounting.

Edit 3: I'm retarded, and didn't realize KF doesn't allow uploading .json files
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