MIT Program

Dashboard Analytics

Visuals associated with an analysis of the student data.

The variable dictionary.

Analytic Tool
Visual
 
Excel Workbooks

XLMiner User Guide		 Computations.xlsx
Scattergram Visualizations Using XLMiner
Retention Risk.xlsx
Document describing 5-fold Cross Validation Using Retention data-set
Video demonstrating how to create 5-fold cross validation samples

 

JMP Visuals
 Summary Measures for Matric-GPA, the initial raw data.
Summary Measures for Demographic Data
Summary Measures for Computed Metrics
Scattergrams and Correlations for Computed Metrics. Other Graphs using GraphBuilder
Another GraphBuilder Printout
Least Squares Fit Using All Metrics
Least Squares Stepwise Fit
Least Squares Fit Using Metrics From Stepwise
 
The following outputs used Risk for Retention (i.e., Num_Semes_To <= 3) in the analysis
Mean Values of Computed Metrics for Each Category
Nominal Logistic Model Using All Metrics
Nominal Logistic Model Using Stepwise Metrics

UserGuide--Using SAS University Edition to Produce Forecast

 

SAS Visuals
 Bar Graphs and Histograms for Computed Metrics
Summary Measures for Computed Metrics
Scattergrams Along With Fitted Loess and Regression Scatterplots for Compued Metrics
Correlations for Computed Metrics
Scatter Plots With 95% Prediction Ellipse, and, Scatter Plot Matrix
Least Squares Fit Using All Metrics (Except Race)
Least Squares Stepwise Fit
Least Squares Fit Using Metrics From Stepwise (Again, Race Excluded)

 

R Visuals


User Guide 		Linear Model Using All Metrics
Linear Model Stepwise Fit
Linear Model Using Stepwise Metrics

 

Tableau Visuals

User Guide 		Scatter Grams for Computed Metrics
Bubble Charts for Gender and Race
Scattergraphs Using Aggregate Measures
Linear Fit By Race
Exponential Fit By Race
Polynomial Fit By Race

 

LogiAnalytics Visuals

User Guide 		Bar Graphs for Academic Major Data
Summary Measures for Computed Metrics

 

QlikView Visuals

User Guide 		Dashboards for Demographics
Dashboards for Computed Metrics

 

MicroStrategy Visuals

User Guide 		Assorted Dashboards

 

IBM Watson Analytics Visuals

User Guide 		Watson Explorations
Watson Predictions
Watson Collections