Richter's Predictor: Modeling Earthquake Damage Hosted By DrivenData

3 months left
Glory!

Overview

Based on aspects of building location and construction, your goal is to predict the level of damage to buildings caused by the 2015 Gorkha earthquake in Nepal.

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This is an intermediate-level practice competition.

The data was collected through surveys by Kathmandu Living Labs and the Central Bureau of Statistics, which works under the National Planning Commission Secretariat of Nepal. This survey is one of the largest post-disaster datasets ever collected, containing valuable information on earthquake impacts, household conditions, and socio-economic-demographic statistics.


Competition End Date:

Sept. 30, 2022, 7:13 p.m.

This competition is for learning and exploring, so the deadline may be extended in the future.

How to compete

  1. Click the "Join the competition" button on the sidebar to enroll in the competition.
  2. Get familiar with the problem on the Problem Description and About page.
  3. Download the data from the Data tab.
  4. Create and train your own model. The benchmark blog post is a great place to start!
  5. Use your model to generate predictions that match the submission format. Click “Submit” in the sidebar, and then “Make new submission”. You’re in!
  6. Bonus: share your work! Click the "+" icon on the Submissions page and add a link to your approach.

Image courtesy of Wikimedia Commons