Data Processing Process

1. $ python get_link_lists.py # daily
   1. Needs data archival / backup.
      1. Doing a brute-force full backup right now, might be sufficient for the time being.
         1. $ scp -i key.pem reddit-link-list.tar.bz2 admin@www.iterativechaos.com:./
      2. Can do just week/day going forward, but that will quickly get slow.
      3. Storing the files as .json.bz2 would be a big improvement
2. $ python parquet_link_list.py
   1. (done) Make this iterate and do a full refresh each time
   2. Reconsider full refresh when processing time goes over a minute (currently runs in 12 seconds (not sure if that's real or user))
   3. Old Version:
      1. $ python parquet_link_list.py ../data/reddit/link_list/day/science/ ../data/reddit/parquet/link_list/day/science/
3. $ python dedupe_link_list_parquet.py
   1. (done) Make this iterate and do a full refresh each time
   2. Reconsider full refresh when processing time goes over a minute (currently runs in 2 seconds (real))
4. $ python get_discussions.py
   1. Make this check the existing download, harvest timestamp, num_comments
5. $ python discussion_to_gpt.py
   1. Make this iterate and do a full refresh each time
   2. Reconsider full refresh when processing time goes over a minute
6. hit ChatGPT with output
   1. Change this to API call to ChatGPT
   2. Make this check the existing generate, harvest versus generate timestamp
   3. Add data archival / backup

Interesting Subreddits

• aitah
• antiwork
• ask
• askmen
• askreddit
• askscience
• chatgpt
• conservative
• dataisbeautiful
• explainlikeimfive
• latestagecapitalism
• leopardsatemyface
• lifeprotips
• news
• nostupidquestions
• outoftheloop
• personalfinance
• politics
• programmerhumor
• science
• technology
• todayilearned
• tooafraidtoask
• twoxchromosomes
• unpopularopinion
• worldnews
• youshouldknow

Reddit OAuth2

• https://www.reddit.com/r/redditdev/wiki/oauth2/explanation/
• https://www.reddit.com/dev/api/oauth/
• https://github.com/reddit-archive/reddit/wiki/OAuth2
  • https://github.com/reddit-archive/reddit/wiki/OAuth2#application-only-oauth

Example Curl Request

curl
  -X POST
  -d 'grant_type=password&username=reddit_bot&password=snoo'
  --user 'p-jcoLKBynTLew:gko_LXELoV07ZBNUXrvWZfzE3aI'
  https://www.reddit.com/api/v1/access_token

Real Curl Request

curl
  -X POST
  -d 'grant_type=client_credentials'
  --user 'client_id:client_secret'
  https://www.reddit.com/api/v1/access_token

One Line

curl -X POST -d 'grant_type=client_credentials' --user 'client_id:client_secret' https://www.reddit.com/api/v1/access_token

Oauth Data Call

$ curl -H "Authorization: bearer J1qK1c18UUGJFAzz9xnH56584l4" -A "Traxelbot/0.1 by rbb36" https://oauth.reddit.com/api/v1/me
$ curl -H "Authorization: bearer J1qK1c18UUGJFAzz9xnH56584l4" -A "Traxelbot/0.1 by rbb36" https://oauth.reddit.com/r/news/top?t=day&limit=100

• https://old.reddit.com/r/worldnews/top/?sort=top&t=day
• /r/subreddit/top?t=day&limit=100
• count=100&

Reddit Python

• pip install aiofiles aiohttp asyncio
• https://realpython.com/async-io-python/

t3 fields of interest

1. "url_overridden_by_dest": "https://www.nbcnews.com/politics/donald-trump/live-blog/trump-georgia-indictment-rcna98900",
2. "url": "https://www.nbcnews.com/politics/donald-trump/live-blog/trump-georgia-indictment-rcna98900",
3. "title": "What infamous movie plot hole has an explanation that you're tired of explaining?",
4. "downs": 0,
5. "upvote_ratio": 0.94,
6. "ups": 10891,
7. "score": 10891,
8. "created": 1692286512.0,
9. "num_comments": 8112,
10. "created_utc": 1692286512.0,

Minimal Term Set

hands, mouth, eyes, head, ears, nose, face, legs, teeth, fingers, breasts, skin, bones, blood,
be born, children, men, women, mother, father, wife, husband,
long, round, flat, hard, soft, sharp, smooth, heavy, sweet,
stone, wood, made of,
be on something, at the top, at the bottom, in front, around,
sky, ground, sun, during the day, at night, water, fire, rain, wind,
day,
creature, tree, grow (in ground), egg, tail, wings, feathers, bird, fish, dog,
we, know (someone), be called,
hold, sit, lie, stand, sleep,
play, laugh, sing, make, kill, eat, drink,
river, mountain, jungle/forest, desert, sea, island,
rain, wind, snow, ice, air,
flood, storm, drought, earthquake,
east, west, north, south,
bird, fish, tree,
dog, cat, horse, sheep, goat, cow, pig (camel, buffalo, caribou, seal, etc.),
mosquitoes, snake, flies,
family, we,
year, month, week, clock, hour,
house, village, city,
school, hospital, doctor, nurse, teacher, soldier,
country, government, the law, vote, border, flag, passport,
meat, rice, wheat, corn (yams, plantain, etc.), flour, salt, sugar, sweet,
knife, key, gun, bomb, medicines,
paper, iron, metal, glass, leather, wool, cloth, thread,
gold, rubber, plastic, oil, coal, petrol,
car, bicycle, plane, boat, train, road, wheel, wire, engine, pipe, telephone, television, phone, computer,
read, write, book, photo, newspaper, film,
money, God, war, poison, music,
go/went, burn, fight, buy/pay, learn,
clean