13 text = re.sub(r"\’re", " are ", text)
14 text = re.sub(r"\’d", " would ", text)
15 text = re.sub(r"\’ll", " will ", text)
16 text = re.sub(r"60k", " 60000 ", text)
17
text = re.sub(r"
e g ", " eg ", text)
18 text = re.sub(r" b g ", " bg ", text)
19 text = re.sub(r"\0s", "0", text)
20 text = re.sub(r" 9 11 ", "911", text)
21 text = re.sub(r"e-mail", "email", text)
22 text = re.sub(r"\s{2,}", " ", text)
23 text = re.sub(r"quikly", "quickly", text)
24 text = re.sub(r" usa ", " America ", text)
25 text = re.sub(r" USA ", " America ", text)
26 text = re.sub(r" u s ", " America ", text)
27 text = re.sub(r" uk ", " England ", text)
28 text = re.sub(r" UK ", " England ", text)
29 text = re.sub(r"india", "India", text)
30 text = re.sub(r"switzerland", "Switzerland", text)
31 text = re.sub(r"china", "China", text)
32 text = re.sub(r"chinese", "Chinese", text)
33 text = re.sub(r"imrovement", "improvement", text)
34 text = re.sub(r"intially", "initially", text)
35 text = re.sub(r"quora", "Quora", text)
36 text = re.sub(r" dms ", "direct messages ", text)
37 text = re.sub(r"demonitization", "demonetization", text)
38 text = re.sub(r"actived", "active", text)
39 text = re.sub(r"kms", " kilometers ", text)
40 text = re.sub(r"KMs", " kilometers ", text)
41 text = re.sub(r" cs ", " computer science ", text)
42 text = re.sub(r" upvotes ", " up votes ", text)
43 text = re.sub(r" iPhone ", " phone ", text)
44 text = re.sub(r"\0rs ", " rs ", text)
45 text = re.sub(r"calender", "calendar", text)
46 text = re.sub(r"ios", "operating system", text)
47 text = re.sub(r"gps", "GPS", text)
48 text = re.sub(r"gst", "GST", text)
49 text = re.sub(r"programing", "programming", text)
50 text = re.sub(r"bestfriend", "best friend", text)
51 text = re.sub(r"dna", "DNA", text)
52 text = re.sub(r"III", "3", text)
53 text = re.sub(r"the US", "America", text)
54 text = re.sub(r"Astrology", "astrology", text)
55 text = re.sub(r"Method", "method", text)
56 text = re.sub(r"Find", "find", text)
57 text = re.sub(r"banglore", "Banglore", text)
58 text = re.sub(r" J K ", " JK ", text)
59
60 # Remove punctuation from text
61 text = ’’.join([c for c in text if c not in punctuation])
62
3
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