My Work

Contributions to work in public domain.

 

Connected Places Catapult 2020
City Typologies Dashboard

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The City Typologies Dashboard is an incredible collaboration between The Business of Cities, Connected Places Catapult, The Department for Trade and the Foreign and Commonwealth Office. The product allows you to quickly understand the characteristics of 500 cities around the word, and find opportunities in the kind of cities you might want to work with in the future. More here.

 

HSBC 2019
Mega-Regions of the Future

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Contributions

  • Regional connectivity analysis using the Google Places API.

  • Visualisations in Python and QGIS.

  • Full report available here.

 

Oslo Business Region 2020
Oslo’s International Benchmark Performance: Oslo Science City Inset

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Benchmarking Oslo Science City against other leading global innovation districts.

Contributions

  • Contributed to the underlying data of all visualisations above.

  • Identified clusters of innovative firms using K-Means.

  • Used data from the Google Place API and Facebook Place API to understand more about the concentration of amenities.

  • Full report available here.