aolifodaisy

Python

All Algorithms implemented in Python

book

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

CausalPy

A Python package for Bayesian causal inference in quasi-experimental settings

climate-change-data

:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change

community-visualizations

A set of community visualisations for Google Data Studio created by the Data Science Campus

comparecitycrime

comparecitycrime.github.io

collaborative project on comparing crime changes against the COVID-19 pandemic among global cities

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid-19-vulnerability

COVID-19 Vulnerability Index for neighbourhoods and Local Authorities in the UK

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

DSCA_intermediate-python

Repo for intermediate python course materials

DSCA_introNLPpython

Introduction to Natural Language Processing in Python

EconML

ALICE (Automated Learning and Intelligence for Causation and Economics)

energy-efficiency

Predicting energy efficiency from Energy Performance Certificates (EPC) using machine learning

genet

google-mobility-reports-data

Archive of data extracted from the google community mobility reports

gov-uk-rap-materials

Learning materials describing Reproducible Analytical Pipeline

green-spaces

Render GeoJSON polygons over aerial imagery and analyse pixels covered by vegetation; used to calculate green spaces in residential gardens

Hate-Crime-Project

These are the scripts written during the Hate Crime project.

natural-capital-mapping

Natural Capital Mapping

online-harms-docker

A version of the Online Harms Metatool which runs as a Docker container

osm-vis

OSMvis is a collection of visualizations related to OpenStreetMap (OSM), using techniques from information visualization.

Python-for-ArcGIS-Pro

Code Repository for Python for ArcGIS Pro, Published by Packt

Python-for-Data-Science

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

road-data-dump

Code to download all England road traffic data once per month

SDSC_22_workshop

This repository contains the materials for one of the Spatial Data Science Conference (2022) workshops, ran by Gladys Kenyon and Juan Ramon Selva

Teaching_Links

A repo of teaching resources for Geographic / Spatial Data Science, GIS and Statistics

transport

NISMOD v2 Transport Model is a national-scale (Great Britain) transport model developed to support policy making regarding the future infrastructure

trustworthyAI

trustworthy AI related projects