Interactive Data Exploratory Analysis and Reporting (IDEAR) in MRS 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
The prerequisites are
- Microsoft R Server
- RStudio or Visual Studio with RTVS
To start IDEAR,
- Click Source to run the script Run-IDEAR-MRS.R in RStudio.
- When prompted, select the YAML file which contains the dataset configurations.
For details, please read instructions.
The R libraries used in IDEAR include
- RevoScaleR
- RODBC
- RevoEnhancements
- tools
- Hmisc
- psych
- corrgram
- yaml
- entropy
- vcd
- shiny
- rmarkdown
- corrplot
- scatterplot3d
- DescTools
- xtable
- shinyjs
- parallel
- doSNOW
- foreach
- dplyr
Use of the software is subject to acceptance of the License Agreement