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This is a small selection of maps and data visualizations created using QGIS, MapboxGL, Adobe Illustrator, Power BI, and ArcGIS.

This map was created QGIS and shows manually classified online housing posts (Craigslist, VRBO, etc.) that were used as a machine learning training dataset. This data was delivered to the City of Surrey as part of the 2018 UBC Data Science for Social Good program:

This data visualization was created for an advanced web mapping course using MapboxGL JS and HTML. This is an interactive version of the QGIS map provided in the previous section. See below:

For fullscreen use see here.

This map was published for a cartography course and stylized using Adobe Illustrator:

This map was created using ArcMap for a course in advanced GIS: