This repository includes analysis of the daily temperatures in Atlanta year-over-year from 1996 to 2015, using a variety of time-series analytics techniques including, but not limited to:
- Cumulative Sum
- Change Detection
- ARIMA
The repository is organized as follows:
| Folder | Description |
|---|---|
| Code | This section includes all of the data wrangling and predictive modeling R code used on the Atlanta temperature dataset. |
| Data | This section includes the main dataset used throughout the analyses. |
| Viz | This section includes all of the main visualizations generated by the R Code in the Code section. |
Note: The data can be found in the data folder or online, for example at: http://www.iweathernet.com/atlanta-weather-records or https://www.wunderground.com/history/airport/KFTY/2015/7/1/CustomHistory.html