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ames-housing-viz

Python Visualization of the Ames Housing Dataset

Business Questions

  • What is the total sales amount for each year? What is the trend?
  • What are the general house age bands for the houses sold in the given years?
  • What are the general house square footage bands for the houses sold in the given years?
  • (Kaggle Challenge) Predict the sales prices of a house, given its traits
  • What are the significant predictors of house price?

TODO

  • Descriptive analytics
  • Prescriptive: create hypotheses
  • Prescriptive (simple LR)
  • Prescriptive (NN)

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