How to Prepare Text for NLP and Data Analysis (Tutorial)

Do you need to prepare text for analysis, such as natural language programming (NLP)? If so, then learn tasks needed to clean and process your text for more accurate results.

1. Load CSV data using Pandas library (1:57)
2. Lowercase all text (3:41)
3. Remove whitespace from text (4:24)
4. Tokenize words (4:47)
5. Remove stopwords including custom stopwords (6:33)
6. Remove punctuation from text (8:45)
7. Lemmatize text using NLTK natural language programming (9:14)
8. Convert list to string (10:23)
9. Remove words that are three characters and less (10:39)
10. Save dataframe as CSV file (11:21)

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