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Prediction of house price - Linear Regression, Map visualization-ggplot2 (coordinates), Clustering Visualization (coordinates with price)

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AdityaR13/House-price-Prediction-of-King-County-USA

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House-price-Prediction-of-King-County-USA Prediction of house price

My project relates to housing industry. I propose to study price of house. This dataset contains house sale prices for King County, (USA) which includes Seattle. It includes homes sold between May 2014 and May 2015.

I used linear regression to building model after deep data exploration and feature engineering. I created World map using ggplot2 of the coordinates of houses. I created clusters ( on house prices ) and visualized them according to coordinates (zipcode not used, coordinates have more information than zipcode).

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Prediction of house price - Linear Regression, Map visualization-ggplot2 (coordinates), Clustering Visualization (coordinates with price)

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