## HOW TO PARTICIPATE

To make a submission, complete the [submission form](https://www.kaggle.com/page/cdp-kpis-submission-form). Only one submission will be judged per participant, so if you make multiple submissions we will only review the most recent entry.  A [starter notebook]( https://www.kaggle.com/callumr22/cdp-starter-notebook) demonstrates how to load and work with the data.

**To be valid, a submission must be contained in one or more notebook, and made public on or before the submission deadline. Participants are free to use any datasets in addition to the [official Kaggle dataset](https://www.kaggle.com/c/cdp-unlocking-climate-solutions), but those datasets must be public and hosted on Kaggle for the submission to be valid.**

## SUBMISSIONS WILL BE EVALUATED ON THE FOLLOWING

**Accuracy/Completeness**
 - Did the author develop one or more key performance indicators (KPIs)?
 - Did the author provide a way of assessing the performance and accuracy of their solution?
 - Are the KPIs useful for discussing relationships between social issues and environmental issues and demonstrating whether city and corporate ambitions take these factors into account?
 - Do the KPIs accurately reflect the underlying data?

**Communication**
 - Does the notebook have a compelling and coherent narrative? 
 - Does the notebook contain data visualizations that help to communicate the author’s main points?
 - Did the author include a thorough discussion on the intersection between environmental issues and social issues?
 - Was there discussion of automated insight generation, demonstrating whether city and corporate ambitions take these factors into account?

**Documentation**
 - Is the code documented in a way that makes it easy to understand and reproduce?
 - Were all external sources of data made public and cited appropriately?