Daniel L J Thomas's repositories
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
The BigQuery code used to support this user retention dashboard: https://datastudio.google.com/u/1/reporting/92b51f3e-d32a-4df1-b952-e10b51207c3c/page/X30DB
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
A python script to quickly plot points on an interactive folium map for exploratory analysis.
quick-db-scan-clustering
A quick and easy way to perform DB Scan clustering on geographic coordinates.
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.