Data science toolkit

Visualizing insights with an analytics dashboard

Selecting, training, evaluating, and tuning the model

Creating training and test data sets and preparing the data

Constructing a data dictionary for Twitter stream sentiment analysis of social movie reviews

Understanding the structure of the data in Twitter streams for sentiment analysis applications

The basics of data science with a sentiment analysis example

Using CRISP-DM methodology for Twitter sentiment analysis