rodolfolermacontreras / crispy-winner

Time Series Analysis on King County Home Prices

crispy-winner

Time Series Analysis on King County Home Prices

Problem

How is the trend of home prices at King County look like?

Abstract:

In this analysis it will be explored the trend of houses' prices at King County in WA

The analysis is is divided the following way:

Data:

• Data Cleaning
  • Price Distribution
  • Price Time Distribution

Analysis: Icecream Production in California:

• STL Decomposition of the Variable
  • DF Testing
• Time Series Model
  • Linear Regression Model
  • ARIMA Model (extra)

Summary/conclusions:

Note:

• prepare the data via cleaning, normalization, encoding, etc.
• generate and evaluate a working time series model.