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Daniel L J Thomas's Projects

accessing-openstreetmap-data icon accessing-openstreetmap-data

A Jupyter project that demonstrates how to access local data from OpenStreetMap to improve your ML models. Demonstrates the use of K-D Trees to turn data into features.

big-query-code icon big-query-code

The BigQuery code used to support this user retention dashboard: https://datastudio.google.com/u/1/reporting/92b51f3e-d32a-4df1-b952-e10b51207c3c/page/X30DB

geo_tools icon geo_tools

A range of tools and shortcuts utilised in my role at the Business of Cities

get-pull-points icon get-pull-points

This python script takes a polygon and returns n equally space points inside the the polygon. The script helps to overcome some of the request limits associated with various apis (eg. Google Places API only lets you pull 60 results, if you want pull more, you need to split your territory up into sections and pull the from multiple places within).

plot-folium-maps icon plot-folium-maps

A python script to quickly plot points on an interactive folium map for exploratory analysis.

visualising-coronavirus icon visualising-coronavirus

A Jupyter Notebook which downloads up to date data from Johns Hopkins Coronavirus Resource Center and plots daily deaths for each country, adjusted for time.

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