Chapter 7. Analytics Study: NLP and Big Data with Twitter Sentiment Analysis

 

"Data is the new oil."

 
 --Unknown

In this chapter we are going to look at two important fields of AI and data science: natural language processing (NLP) and big data analysis. For the supporting sample application, we re-implement the Sentiment analysis of Twitter hashtags project described in Chapter 1, Programming and Data Science – A New Toolset, but this time we leverage Jupyter Notebooks and PixieDust to build live dashboards that analyze data from a stream of tweets related to a particular entity, such as a product offered by a company, for example, to provide sentiment information as well as information about other trending entities extracted from the same tweets. ...

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