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I made a couple of alternative markets for embedding distance: https://manifold.markets/PeterBuyukliev/what-will-trump-tweet-about-embeddi https://manifold.markets/PeterBuyukliev/what-will-kamala-tweet-about-embedd I think it's a pretty interesting concept. You can bet on the meaning of the tweets, instead of the words used

import re

tweet = """Are you better off now than you were when I was president?

Our economy is shattered. Our border has been erased. We're a nation in decline.

Make the American Dream AFFORDABLE again. Make America SAFE again. Make America GREAT Again! """

tweet = re.sub(r'[^a-z]', '', tweet.lower())

targets = [

"The interference",

"witnessing election interference not crime crooked democrats sad",

"in the more america treat rain or economy it and rose no as liar beit this together an it hope country deletion end this the are winning biden polls be america great again",

"Rationalussy",

"NATO teases. Note I'd have a peace treaty by now. Atone by 2024 or Nate Silver will be irate.",

"WE WILL WIN!",

"Failed election justice no not sad democrats big make America great again"

]

targets = [re.sub(r'[^a-z]', '', target.lower()) for target in targets]

print(targets)

def levenshtein_distance(s1, s2):

if len(s1) < len(s2):

return levenshtein_distance(s2, s1)

if len(s2) == 0:

return len(s1)

previous_row = range(len(s2) + 1)

for i, c1 in enumerate(s1):

current_row = [i + 1]

for j, c2 in enumerate(s2):

insertions = previous_row[j + 1] + 1

deletions = current_row[j] + 1

substitutions = previous_row[j] + (c1 != c2)

current_row.append(min(insertions, deletions, substitutions))

previous_row = current_row

return previous_row[-1]

for target in targets:

distance = levenshtein_distance(tweet, target)

print(f"The Levenshtein distance between the tweet and '{target}' is: {distance}")

@CodeandSolder this should close and resolve

https://x.com/realDonaldTrump/status/1822889460243001547

from the valid candidates, the Nate Silver one does best

edit: no, i was wrong, the other one is better

You led me astray lmao

Sorry, I am stupid

A$AP Rocky released from prison and on his way home to the United States from Sweden. It was a Rocky Week, get home ASAP A$AP! is invalid - "aap" is not in Scrabble dictionary or Trump tweets

@CodeandSolder Isn't rationalussy invalid too

@ShadowyZephyr why?

@CodeandSolder It's not in the official scrabble dictionary or Trump's previous tweets

@ShadowyZephyr it is, though, "rationalussy"

@CodeandSolder bruh

when I try to use this library I get an import error saying "partially initialized module 'levenshtein' has no attribute 'distance' (most likely due to a circular import)"?

@ShadowyZephyr you need capital L in the import

@CodeandSolder oh thanks

@CodeandSolder

After removing @s, hashtags and actual words the trump corpus shrunk from 40903 positions to just 3887 lol

Ooops, I was accidentally checking for 2 not 3 letters per word, the intent is to prevent non-linguistic fuzzing using short words, what do?

@CodeandSolder I did accidentally slip in a 2 letter word.. more trying to participate for fun than get a win, change the criteria however you want. Won’t bother me

@Gen yeah, your answer is OK, I certainly won't disqualify you, I'll just remove the rule and add a polite request not to abuse short words

@CodeandSolder I’d also be okay if you ignored the word in testing, though idk how that works with your script.

I was trying to get into trumps head, no master plan behind it lol

@Mad donaldjtrumpcom is invalid - "donaldjtrumpcom" is not in Scrabble dictionary or Trump tweets

@CodeandSolder ah whoops