ewellenr/electricity_demands_investigation_au
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
https://www.kaggle.com/datasets/ulrikthygepedersen/electricity-demands/data A brief investigation of the data from the linked dataset as well as attempting to use a time-series model to predict the class
2 Commits 1 Branch 0 Tags 178 KiB
Jupyter Notebook 100%
main
Go to file
Ethan Wellenreiter f8bfe54cc8 Update README.md
2025-03-29 13:36:46 -04:00
README.md Update README.md 2025-03-29 13:36:46 -04:00
test_space.ipynb Initial commit and investigation 2025-02-21 19:17:23 -05:00

README.md

IDEA

Use a time-series model to plot throughout the year and by week

conclusion

The data for the date is completely inconsistent (with respect to the dating) and shows no reasonable way to turn it back into a numerical date on top of it. The desired technique of this exploration was to use a time series model to leverage the yearly periodic nature. However, the dates cannot be unnormalized from their 0-1 normalization, and so this method is not possible and is therefore not feasible for the desired technique exploration, rendering this investigation null.