1. for the provided dataset please provide the r code for the below questions
   

The point's distribution for this case is as follows: . Understanding the attributes - Find relationship between different attributes (Independent variables) and choose carefully which all attributes have to be a part of the analysis and why Business Objective Statement . Exploratory Data Analysis . Hypothesis Statement . Hypothesis Validation . Splitting data in Train and Test dataset Feature Engineering / Derived Variable creation based on Hypothesis Some Charts and Graphs to show case the relationship between Independent and Dependent Variables . Model Development (Any one of the below techniques to be used) Random Forest CART Neural Network . Model Performance Measures . Validation of Model