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Here’s a list of key Python functions and methods for text handling and processing:
1. String Methods:
str.lower()
,str.upper()
: Converts a string to lowercase or uppercase.str.strip()
: Removes leading and trailing whitespaces.str.replace()
: Replaces a specified value with another value.str.split()
: Splits a string into a list of substrings.str.join()
: Joins elements of a list into a single string.str.find()
,str.index()
: Finds the index of a substring in a string.
2. Regular Expressions (re module):
re.match()
,re.search()
,re.findall()
: Performs regular expression operations.re.sub()
: Replaces occurrences of a pattern in a string.
3. NLTK (Natural Language Toolkit):
nltk.word_tokenize()
: Tokenizes a text into words.nltk.sent_tokenize()
: Tokenizes a text into sentences.nltk.pos_tag()
: Tags parts of speech in a sentence.nltk.FreqDist()
: Computes the frequency distribution of words.