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kbwillia's Projects

californiahousingpriceprediction icon californiahousingpriceprediction

The goal of this project is to build a predictive model for the housing prices of California. The dataset if from the 1990 Census. The final data contained 20,640 observations on 9 variables. The dependent variable is ln(median house value). House value is extremely valuable to investors and predicting this information can maximize profits. Is it all location, location, location? Or are there other variables to consider? We will find out!

nicknames icon nicknames

A CSV file with US given names (first name) and their associated nicknames or diminutive names.

sentiment_analysis icon sentiment_analysis

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

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