The "Mapped Test Scores vs. Remoteness" part is (in my opinion) the best part of this because I made a very accurate predictive model out of sklearn and used it to visualize the placement of an arbitrary new school on the map. I considered a drag-and-drop model for it, but that would have been much harder to do in Flask as it's more of a job for JavaScript which is best done with something like Next.JS. Therefore, I settled with a simpler "input the values in a form" model. I guess one can't have everything :(
The data presented in this dashboard is a subset of public school data from the Philippines and has been randomized in some instances. It is intended solely for demonstration and educational purposes. The data may not be complete, fully accurate, or representative of the entire dataset, and should not be used as the sole source for decision-making or factual conclusions. Users are advised to verify any critical information with official sources before drawing any conclusions.