Awesome Campus

A repository containing an index of our projects and tools that we have published.

This is for easy access to the relevent repositories and examples

Table of Contents

• Tools
  • green spaces
  • deploy dashboards
  • pygrams
  • optimus
  • propeR
  • readpyne
  • mobius
• Research
  • tron
  • access to services

Tools & Tutorials

green spaces

The Green Spaces project is a tool that can render GeoJSON polygons over aerial imagery and analyse pixels contained within the polygons. Its primary use case is to determine the vegetation coverage of residential gardens (defined as polygons in GeoJSON) using aerial imagery stored in OSGB36 format tiles, although basic support is also present for Web Mercator.

[link]

deploy dashboards

This example creates a simple dash application that reads in a locally-stored file in data folder and creates a graph from adding and multiplying the numbers in data.csv. We then deploy it publically to Google Cloud Platform (GCP).

[link]

pygrams

Extracts key terminology (n-grams) from any large collection of documents (>1000) and forecasts emergence.

[link]

optimus

A text processing pipeline for turning unstructured text data into hierarchical datasets.

[link]

propeR

A repository for the R tool propeR, which analyses travel time and cost using an OTP graph. Please see the sister repository graphite.

[link]

readpyne

Toolkit for extracting relevant lines from receipts or similar Image data.

[link]

mobius

A python tool for extracting data from the Google Mobility Reports published to show how mobility has changed during the COVID-19 pandemic.

[link]

Research

More research focused repos. Often these repos will be the basis for tools in the above section.

tron

Detecting collective human behaviour in internet bandwidth consumption data

[link]

access to services

Repository for the Data Science Campus Access to Services project looking at accessibility of service such as healthcare based on travel times.

See tools: propeR & graphite

[link]