TextBlob
Tutorial
TextBlob
Simplified text processing for absolute beginners.
TextBlob
TextBlob is a Python library built for absolute beginners. It wraps around NLTK and the Pattern library. Instead of forcing you to create objects, parse lists, or use machine learning classes, everything in TextBlob is treated exactly like standard Python string objects that inexplicably have magical functions attached to them.
Level 1 — The Ultimate Shortcut
TextBlob One-Liners
from textblob import TextBlob
blob = TextBlob("I havv a terrrible headach and I feell misrable.")
# 1. Instant Spell Checking (Uses statistical pattern matching under the hood)
print("Corrected:", blob.correct())
# Corrected: I have a terrible headache and I feel miserable.
# 2. Instant Translation (Requires Internet - pinging Google Translate API!)
french_blob = blob.translate(from_lang='en', to='fr')
print("French:", french_blob)
# 3. Instant Pluralization and Singularization
word1 = TextBlob("octopus")
print("Plural:", word1.words[0].pluralize()) # octopi
word2 = TextBlob("geese")
print("Singular:", word2.words[0].singularize()) # goose
# 4. N-Grams natively
print("Trigrams:", blob.ngrams(n=3))
# [WordList(['I', 'havv', 'a']), WordList(['havv', 'a', 'terrrible']), ...]