cdt-express-notebooks

Collection of CDT Express Notebooks

# Title Description # of API Calls
0 Demo of inspecting sdk objects in an IDE Walk through on how to inspect the SDK objects in an IDE. View available methods, their docstrings, and source code.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 0
1 Company Assets Physical Risks Analyze a company’s global asset exposure to physical climate risks using the VELO SDK, highlighting risk distribution through maps, sorted treemaps of high-risk regions, and comparative bar charts, enabling stakeholders to prioritize mitigation efforts for assets in vulnerable geographies.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 26
2 Company Asset Type Risk Across Years Retrieve and visualize a company’s climate metric scores for two specific asset types for two horizons. Use histograms to compare the distribution of exposures by asset type and line charts to illustrate how average exposures change over time.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 1177
3 Assets Overlaid Map Retrieve a company’s asset-level climate metric scores, plot their locations, and colour code based on which climate risks are present.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 573
4 Market Benchmark Compare a company against a market index to benchmark its exposure to climate risk over time. Visualize the most impactful risk factors for each entity to see which risk factors make up that exposure.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 8067
5 Insurability Visualize the change in uninsurable and stranded assets for a company over time due to changes in climate risk exposure. Retrieve and display the most at-risk assets that are uninsurable or stranded.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 492
6 Company Asset Type Materiality vs. Risk Retrieve and compare a company’s asset materiality score with climate metric scores. Visualize using histograms to compare distributions across the company and by asset type.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 981
7 Company Asset Map Retrieve, view, and visualize a company’s assets and their locations.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 589
8 Company Competitor Comparison Compare asset-level physical climate risks between a company and its competitor. Visualize geographic asset distributions, identify high-materiality assets, and distribution of climate risk across locations, asset types, and hazard types.
View on GitHub Open In Colab Open in Kaggle Open in SageMaker		 983

Some notebooks utilize paginated API endpoints to handle large datasets efficiently. For instance, when retrieving assets associated with a company, the API may return results in pages, each containing up to 100 assets. The total number of credits consumed depends on the total number of assets (N).

Example Calculation for a company with 1,500 assets:

In addition, when performing aggregations, the number of credits consumed will depend on the number of unique groups returned. For example, if you aggregate assets climate scores by country, the number of credits consumed will equal the number of countries returned.

Example Calculation for aggregation by country with 10 unique countries:

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