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travelprediction's Introduction

Travel Package Purchase Prediction

This project is for those tours and travels companies who wants to verify their reach to travellers so that they'll update their strategies according to customer's decision of purchasing the product. App Link

This is the prediction based web application ,which will predict that customer will purchase your travelling package or not!

First have a look at our dataset

tourism.csv

After a view of dataset

travelpackagepurchase.py
This file has all the source of how we analyze the data 
(data preprocessing) ,how we select the 
features(Featue selection and engineering) and 
how we build the model and checking the accuracy.

Now lets build the front end of model using streamlit

Have a look at our file

  modified_df.csv
  This is the dataset which has:-
  1. No outliers
  2. Only essential features
  3. No missing (NaN) values
  Fully cleaned data

Code for model building

travelpackagepurchase.py

Check the main file i.e.

travelapp.py

Link of my deployed web app on share.streamlit.io

link.txt

Video of a project

ProjectVideo.webm

🚀 About Me

I'm a Machine learning Student..

Authors

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