RAI Data Science Toolkit

✓ Compatible with desktop and web



Build powerful data science apps without leaving Spotfire. The Data Science Toolkit brings the power of advanced data science to Spotfire, designed with simplicity and efficiency in mind. This extension is coupled with comprehensive training that provides both beginner and experienced users a strong foothold in data science analysis. Developed to support a wide range of analytics applications, the Data Science Toolkit is a continuously improving solution powered by Ruths.ai.

Leverage modular data science to create powerful analytics

  • Access modules from an easy to use toolbar menu available to all desktop users on your on-premise Spotfire implementation.
  • Configure analyses using data functions created by the toolkit and then publish to the web player.
  • Customize TERR data functions to cater specifically to your industry or data sets.
  • Prepare and test models using the Training Set, Target Columns, and Model Evaluation models.

Growing feature sets

  • Get an overview of the data with summary statistics and data description measurements.
  • Visualize and check normality of the data with histograms and QQ plots.
  • Use the powerful Group Comparison tool that offers ANOVA and pairwise hypothesis testing.
  • Access the PCA tool, a “must have” in statistics, to reduce dimensionality and identify multicollinearity.
  • Perform classification and regression prediction tasks with the Random Forest modeler, building “training set” to let the user to split data into testing groups.
  • Quickly run spatial calculations, like voronoi and heatmaps

See the Data Science Toolkit in action

Data Science Toolkit: PCA from Ruths.ai on Vimeo.

Data Science Toolkit: Random Forest from Ruths.ai on Vimeo.

Data Science Toolkit: Group Comparison (ANOVA) from Ruths.ai on Vimeo.

Data Science Toolkit – QQ Plot from Ruths.ai on Vimeo.

Key Benefits

Leverage the flexible data model of Spotfire to investigate text analytics.

Easily deployed.

End users don't need to run any install wizards or scripts - just install it on your Spotfire Server.

Annual License per named Spotfire user.

Manage who should see your purchased products using Spotfire’s Administration Manager.


Access our online support system to answer your questions.


An extension is a new visualization or data connector for Spotfire. After installing the extension to a Spotfire server, you will be able to drop these new tools into any Spotfire analysis.

  1. Download the Spotfire extension zipped archive.
  2. Install the extension on the Spotfire server and, if applicable, the Spotfire Web Player. This is when you’ll also setup the security and licensing as well.
  3. Open up a new analysis on Spotfire and use your new extension right away!

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Download Details

RAI Data Science Toolkit

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Product Details
Release date: September 6, 2017
Last updated: September 6, 2017
Current version:
Software application type: Spotfire Extension
File format: .spk
File size: 10mb
Requirements: Spotfire 7.6+

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