Dr. Spotfire - Advanced Analytics Walkthrough

In our this Dr. Spotfire session, we'll create an Advanced Analytics Dashboard from scratch! Follow along with us as we explore implementing Sentiment Analysis, Regression Analysis, and Principal Component Analysis on a data set! Download Data Functions: www.tibco.com/fx Download Visualization Mods: www.tibco.com/mods Timestamps ----------- 00:00 Introduction & Welcome 03:00 Data Functions for TIBCO Spotfire 05:45 Where to download or request Data Functions 07:17 How Data Funcitons Work 09:25 Named entity Recognition (NLP) 10:18 Sentiment Analysis Concept 11:50 Distance Calculation Concept 12:25 Random Forest Regression Concept 13:02 Principal Component Analysis Concept 15:36 Walk through using above data functions 16:00 Load Data 17:24 Remove Unwanted Columns 19:30 Map Chart 20:43 Relate data tables 21:40 Apply Sentiment Analysis Data Function on Reviews 24:42 Use a Word Cloud Mod 25:50 Data Function Flyout for Custom Data Functions 29:26 Use a Text Card Mod 32:00 Automatically find data relationship from a Colum 32:50 Make analysis look like a dashboard with Text Areas 34:09 Radial Distance Calculation from a map 35:50 Canvas Styling 37:45 Bar Chart iwth Top 15 Items 41:00 Using Saved Color Schemes to keep consistency across visualizations 42:50 Apply Random Forest Data Function (and Commplete Cases Data Function) 49:03 Apply Principal Component Analysis practical example 58:00 Wrap up, Q&A ---- STAY CONNECTED!! Facebook: https://www.facebook.com/groups/6517513919678 Reddit: https://www.reddit.com/r/spotfire/ Twitter: https://twitter.com/DrSpotfire LinkedIn: https://www.linkedin.com/groups/12253057/ Instagram: https://www.instagram.com/drspotfire/ Community: https://community.tibco.com/answers/product/541 Support: https://support.tibco.com/