- Data from Kaggle - Predict Droughts using Weather & Soil Data
- Note: for size issues, the raw data from Kaggle will not be copied to this repo. Latest download of data from above Kaggle link 4 March 2025.
- Documentation on US Drought Monitoring can be found here.
- This project is developed entirely in Python.
- Some visualizations adapted from sample code in this tutorial on time series forcasting.
- Verify you have the packages listed in
requirements.txt - For importing raw data to python, use
data_import.py. Example code for use:
from data_import import *
data_importing = OregonProcess()
data_dict = data_importing.oregon_data_runner()
- For importing processed data to python, also use
data_import.py. Example code for use:
from data_import import *
oregon_data_dict = oregon_import()
-
For functions preparing data for modeling (e.g. train-test split, group shuffle-split, etc.) see
modeling_prep.py. -
For more details see detailed_docs.md. Equivalently, the information is available in the wiki!