dennisjooo / Hotel-Guests-using-Linear-Regression

We tried to predict the number of guests for hotels throughout Indonesia using Multivariate Linear Regression

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Analisa Jumlah Tamu Hotel Bintang di Setiap Provinsi dengan Multiple Linear Regression


Made by:

  • Dennis Jonathan
  • Steffi Victoria Yahya
  • Gavrila Blenda
  • Sherina Jakfar
  • Irwin Budianto

This project was conducted as a mid-semester exam for our Regression and Analysis course. In this project, we tried to predict the number of guests in a hotel using severall variables, such as the average stay duration, occupancy rate, total number of beds, total number of rooms, population density of the region, and the number of tourists in Indonesia. The model we used was the Multivariate Linear Regression model and we achieved an $$R^2%% of .969.

The data iteself was taken from Badan Pusat Statistik from the year 2016 and 2019.

About

We tried to predict the number of guests for hotels throughout Indonesia using Multivariate Linear Regression


Languages

Language:Jupyter Notebook 100.0%