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Housing Analysis and Prediction in Melbourne Australia

Creative Commons 'BY' version 4.0 license

Using Melbourne, Australia dataset from, we analyzed the factors that determine the type of housing properties from Single-family house, Townhouse, and Apartment using multinomial logistic regression. We also predicted the property price using various machine learning algorithms such as Random Forest, Gradient Boosting, etc.

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