## Overview

Your challenge is to generate actionable, practical, and novel insights from Havaianas ECommerce data.

<hr>

## Scoring

An entry to the competition consists of a Notebook submission that is evaluated on the following five components, where 0 is the low score and 10 is the high score, and the Upvotes together as following formula:

total\_score = evaluation\_average\_score + Upvotes

Submissions will be judged based on how well they address:

Innovation:

- Are the proposed findings actionable?
- Is this a way of looking at tracking data that is novel?
- Is this project creative?

Accuracy:

- Is the work correct?
- Are claims backed up by data?
- Are the statistical models appropriate given the data?

Relevance:

- Does the analysis help for the business potential growth?

Clarity:

- Evaluate the writing with respect to how clear the writer(s) make findings.

Data visualization/tables:

- Are the charts and tables provided accessible, interesting, visually appealing, and accurate?

Judges will be Aroodai managers and Data Scientists. Scores will be averaged so that each of the components above are weighed equally.

The top eight scoring papers will be selected as finalists.

<hr>

## Notebook requirements

Notebooks should consist of no more than 2,000 words and no more than 10 tables/figures. Submissions will not be penalized for any number of words or figures under this limit. Participants are encouraged to show statistical code if it helps readers better understand their analyses; most, if not all code, however, should be hidden in the Appendix.

All notebooks submitted must be made public on or before the submission deadline to be eligible.

Any notebook that does not use the player tracking data will not be scored.