FORK: Python version of Ruby script to preprocess tweets for use in GloVe featurization http://nlp.stanford.edu/projects/glove/.

preprocess_twitter.py

"""
preprocess-twitter.py

python preprocess-twitter.py "Some random text with #hashtags, @mentions and http://t.co/kdjfkdjf (links). :)"

Script for preprocessing tweets by Romain Paulus
with small modifications by Jeffrey Pennington
with translation to Python by Motoki Wu

Translation of Ruby script to create features for GloVe vectors for Twitter data.
http://nlp.stanford.edu/projects/glove/preprocess-twitter.rb
"""

import sys
import regex as re

FLAGS = re.MULTILINE | re.DOTALL

def hashtag(text):
    text = text.group()
    hashtag_body = text[1:]
    if hashtag_body.isupper():
        result = " {} ".format(hashtag_body.lower())
    else:
        result = " ".join(["<hashtag>"] + re.split(r"(?=[A-Z])", hashtag_body, flags=FLAGS))
    return result

def allcaps(text):
    text = text.group()
    return text.lower() + " <allcaps>"


def tokenize(text):
    # Different regex parts for smiley faces
    eyes = r"[8:=;]"
    nose = r"['`\-]?"

    # function so code less repetitive
    def re_sub(pattern, repl):
        return re.sub(pattern, repl, text, flags=FLAGS)

    text = re_sub(r"https?:\/\/\S+\b|www\.(\w+\.)+\S*", "<url>")
    text = re_sub(r"@\w+", "<user>")
    text = re_sub(r"{}{}[)dD]+|[)dD]+{}{}".format(eyes, nose, nose, eyes), "<smile>")
    text = re_sub(r"{}{}p+".format(eyes, nose), "<lolface>")
    text = re_sub(r"{}{}\(+|\)+{}{}".format(eyes, nose, nose, eyes), "<sadface>")
    text = re_sub(r"{}{}[\/|l*]".format(eyes, nose), "<neutralface>")
    text = re_sub(r"/"," / ")
    text = re_sub(r"<3","<heart>")
    text = re_sub(r"[-+]?[.\d]*[\d]+[:,.\d]*", "<number>")
    text = re_sub(r"#\S+", hashtag)
    text = re_sub(r"([!?.]){2,}", r"\1 <repeat>")
    text = re_sub(r"\b(\S*?)(.)\2{2,}\b", r"\1\2 <elong>")

    ## -- I just don't understand why the Ruby script adds <allcaps> to everything so I limited the selection.
    # text = re_sub(r"([^a-z0-9()<>'`\-]){2,}", allcaps)
    text = re_sub(r"([A-Z]){2,}", allcaps)

    return text.lower()


if __name__ == '__main__':
    _, text = sys.argv
    if text == "test":
        text = "I TEST alllll kinds of #hashtags and #HASHTAGS, @mentions and 3000 (http://t.co/dkfjkdf). w/ <3 :) haha!!!!!"
    tokens = tokenize(text)
    print(tokens)

FORK of https://gist.github.com/tokestermw/cb87a97113da12acb388

Edited original to accommodate comments in original thread.

thank you so much! this works beautifully on python3 👍