Access the digital twin through our web app
*
Access to the database
Our growing data lake harmonizes a wide variety of data on trade and transportation at varying levels of geographic and temporal resolution. Use the tool below to explore access levels for different modules of the digital twin and associated datasets. Please note that access to some datasets is restricted to specific users and may require registration or a subscription.
Contactez-nous to request API access to the database.
Please use the following reference when citing this tool or using data from the digital twin.
de Marcellis-Warin, N., Trépanier, M., & Warin, T. (2024). Measuring Competitiveness in the Great Lakes-St. Lawrence Region Using a Digital Twin: A Geospatial Data Science Approach (2024PR-04, For reflection, CIRANO.) https://doi.org/10.54932/DKBC6587
Not sure where to start? Users interested in doing their own analysis are encouraged to follow one of the tracks listed below.
Track 1
Apache Superset
Superset offers an intuitive drag-and-drop interface, making it easy to create interactive dashboards quickly. Explore our data with over 40 chart types, from simple bar charts to advanced geospatial maps.
For a quick introduction to Superset, refer to this guide.
Track 2
QGIS
Want to delve into more advanced geospatial analysis? Use our data in QGIS to create maps and uncover insights with a comprehensive suite of no-code analysis tools.
Master data analytics for evidence-based decision-making with Geo Spatial Data Science for Global Studies.
Track 3
API
Prefer more flexibility? Get API access to our database and transform the data to fit your analysis. Ideal for users with advanced coding skills.