Java: Data Science Made Easy

Other optional enhancements

There are numerous improvements that can be made to the application. Many of these are user preferences and others relate to improving the results of the application. A GUI interface would be useful in many situations. Among the user options, we may want add support for:

• Displaying individual tweets
• Allowing null sub-topics
• Processing other tweet fields

 

• Providing list of topics or sub-topics the user can choose from
• Generating additional statistics and supporting charts

With regard to process result improvements, the following should be considered:

• Correct user entries for misspelling
• Remove spacing around punctuation
• Use alternate stop word removal techniques
• Use alternate sentiment analysis techniques ...