GitHub - VarakanthamSaiHruthikReddy975/Stochastic_Travel_Company_Case_Study_Analysis: Stochastic Travel Company is a successful travel company which grew from a single person operation to a million dollar business and it was known for its ability to coordinate numerous details associated to undertaking orders of travel for young people for a far away journey. They wanted to develop a marketing strategy that could be deployed before the sales season started later in spring. So we did data cleaning first to remove the NA values both empty and string NA values based on the speciofications mentioned in the case study's excel sheet and next we did a case study analysis to find out the relationship between the predictor and target variable to first understand the variables did the exploratory data analysis, filtered the variables based on the chi square test analysis and then we constructed the decision tree, did random forest to study the Travel Company better.

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Stochastic Travel Company is a successful travel company which grew from a single person operation to a million dollar business and it was known for its ability to coordinate numerous details associated to undertaking orders of travel for young people for a far away journey. They wanted to develop a marketing strategy that could be deployed befo…