Basic Regression Application

Product pitch for DevDataProd Project on shinyapp

Purpose

There purpose of Basic Regression Application is to help Data Scientist do quick Exploratory Analysis and Simple Regression Modeling on selected Data Sets.

This is a basic application, but the idea can be expanded to develop a advanced tool to do sophisticated analysis.

Why this application

So if we have R and other similarly Sophisticate Tools to do Data Science why do we need this application, Some of the reasons for using this application are:

  1. Simple Interface - Select few parameters and You get Basic Exploratory Graph and Calculations
  2. No Coding Required - Just Focus on the Data and its Properties.
  3. Available online - Can be accessed from any computer including your iPads, Smartphone etc. just anything that can connect to internet.

How it Works

This application allow Data Scientist(Student or Anyone) to do basic regression on datasets available in R.

  1. The user can select the DataSet
  2. Then they can select two variable on which they want to do Basic Regression.
  3. The Application then Generates Exploratory Graphs like histogram of Variables Selected, Plots a Graph how Varibles are Related.
  4. The application then Fits a Linear Model from Origin and Displays Statistical Summary of Linear Fit.
  5. The application also displays Data Set data as a Table.

Sample Exploratory Graph Generated by the Application

Hiding the code due to space constraint. Refer to index.Rmd for R code chunkhere at github..

plot of chunk unnamed-chunk-1

Application Screen Shot

Feel free to try this application at shinyapp

Basic Regression App