The Naïve Bayes classifier using TextBlob
TextBlob
is an interesting library that has a collection of tools for text processing purposes. It comes with the API for natural language processing (NLP) tasks, such as classification, noun phrase extraction, part-of-speech tagging, and sentiment analysis.
There are a few steps involved to make sure that one can use TextBlob
. Any library that works with NLP needs some corpora; therefore, the following sequence of installation and configuration needs to be done before attempting to use this interesting library:
- Installing
TextBlob
(either viaconda
orpip
) - Downloading corpora
Installing TextBlob
Using
binstar search -t conda textblob
, one can find where to install it for anaconda users. More details can ...
Get Python: Data Analytics and Visualization now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.