### Submission Instructions

You can make as many submissions as you like, but we will **only consider your latest submission** before the deadline of February 17th.

If you are submitting as a team, you do NOT need to merge within the Kaggle platform (it's actually disabled), but all team members must be listed as collaborators on the submitted Notebook, and all team members must accept the competition rules before the submission deadline.

A valid submission will include a Notebook Analysis. All notebooks submitted must be shared with the host on or before the submission deadline to be eligible. If submitting as a team, all team members must be listed as collaborators on all notebooks submitted. **To share your Notebook add luisamarotta as a collaborator to your Notebook before the deadline.** 


### Expected Outcomes

The goal of the project is to get a full analysis provided in form of presentation and notebook.

1. Presentation which describes how the contestant reasoned to determine which features influence EACH different waterbodies’ behavior and are hence useful to build a dataset. Description of which features must be discarded; how data must be dropped/augmented, which data interval is meaningful for our problem; 

2. Resolve/discover hyperparameters to pass to the mathematical model;

3. An executable notebook containing the performed analysis on the data; 

4. A mathematical model forecasting waterbodies’ water availability in terms of level or water flow in a given time interval of the year. The time interval is defined as day/month depending on the time unit the model works on (for instance, for a model working on a monthly interval a forecast over the month is expected). Please notice that we expect a model for each different kind/category of waterbody (Aquifer, Water Spring, River and Lake) and we expect the applicability of these models to each single waterbody (Auser, Amiata, Petrignano, Doganella, Luco, Madonna di Canneto, Lupa, Arno, Bilancino) 

5. A procedure creating the model at 4. This procedure should guarantee the replicability of the models to waterbodies which are not object of this competition.

### Click here to go to the [Submission form](https://www.kaggle.com/acea-water-prediction)