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Travel Company Package Prediction Case Study

Problem Statement:

You are hired by a tour and travel agency which deals in selling holiday packages. You are provided details of 872 employees of a company. Among these employees, some opted for the package and some didn't. You have to help the company in predicting whether an employee will opt for the package or not on the basis of the information given in the data set. Also, find out the important factors on the basis of which the company will focus on particular employees to sell their packages.

Data Description:

Holiday_Package.csv is a dataset that contains the details of 872 employees of company

Domain:

Tour and Travel

Context:

You are hired by a tour and travel agency which deals in selling holiday packages. You are provided details of 872 employees of a company. Among these employees, some opted for the package and some didn't. You have to help the company in predicting whether an employee will opt for the package or not on the basis of the information given in the data set. Also, find out the important factors on the basis of which the company will focus on particular employees to sell their packages.

Attribute Information:

  • Holiday_Package : Opted for Holiday Package yes/no?
  • Salary : Employee salary
  • age : Age in years
  • edu : Years of formal education
  • no_young_children : The number of young children (younger than 7 years)
  • no_older_children : Number of older children
  • foreign : foreigner Yes/No

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Travel Company Package Prediction by Employees Case Study

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