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Product Information

Interactive Data Exploratory Analysis and Reporting (IDEAR) is a tool developed for data scientists to interactively explore, visualize, and analyze data sets prior to building modeling tasks.

• Developed by Team Data Science Process (TDSP) team at Microsoft.
• Version: 0.12

How to Run

The prerequisites are

• R (recommended version: 3.3.1 or 3.3.2)
• RStudio

To start IDEAR,

• Click Source to run the script Run-IDEAR.R in RStudio.
• When prompted, select the YAML file which contains the dataset configurations.

For details, please read instructions.

R libraries

The R libraries used in IDEAR include

• Hmisc
• psych
• corrgram
• yaml
• entropy
• vcd
• shiny
• rmarkdown
• corrplot
• scatterplot3d
• DescTools
• xtable
• shinyjs
• RODBC
• parallel
• doSNOW
• foreach
• dplyr

Licensing

Use of the software is subject to acceptance of the License Agreement