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Predicting House Prices in Sindian District, Taiwan

Multivariate Linear Regression with Plotly Visualizations

Applied multivariate linear regression to predict real estate prices in Taiwan's Sindian District.

Overview

A straightforward regression project on a real estate dataset from Sindian District, Taiwan. Built a multivariate linear regression model and paired it with Plotly visualizations to make the results more readable. Good exercise in feature selection, checking assumptions (linearity, homoscedasticity), and communicating model outputs visually rather than just dumping numbers.