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followers: 22.0 following: 14.0 repos: 35.0 gists: 0.0

Name: Jonathan Bourne

Type: User

Bio: Mixture of Data Science projects, covering geospatial, networks, and NLP

Location: London

Jonathan Bourne's Projects

animal_recognition

Object detection on camera trap images with species recognition

bibcleaner

Removes all unused references from .bib file

bigheat

A series of functions that allow the visualisation of large heatmaps

blue_green_towns

Project blending quantiative and qualiative research on empty and low use property in coastal and rural regions of the UK

clocrc

Context Leveraging OCR Correction using Language Models

create_etys_network

This is the code used to create an initial network for the ETYS data set to allow it to be analysed using network techniques

diversityandbrexit

THe code used to analyse diversity and segregation in the UK and see what relationship it has to Brexit

emptyhomescode

This is the code used in the analysis of empty and low use homes.

enhance_ocod

Create the enhanced OCOD dataset for analysis of property in England and Wales owned by offshore companies

ereading_the_unreadable

A repo devloping the pipeline to correct a large corpus of OCR data

festivalanalysis

Analysis of crime and media coverage of British Festivals

genderpaygap

Quick analysis of the UK Gender PayGap data

inspecting_the_laundromat

The analysis code used in the paper "Inspecting the laundromat: Mapping and characterising offshore owned domestic property in London"

introduction_to_sets

This is the code used in the paper introducing the SETS embedding aka SETSe algorithm

jonnob.github.io

Test page to try and get the HTML widgets to display

lsoa_foi_template_maker

Creates a form that can be used to anonymise address data at source allowing fine grained FOI requests which do not breach the data protection act

powergridnetworking

An R package for complex network analysis of cascading failures on power grids

pre-project-phd-scripts

This repo acts as a nursury for scripts until they become a full project or join another project

proportional-line-limits

Latex and plots for Paper on proportional loading

proportionalloading

This is the code used for the proportional loading chapter and paper of my PhD

A Python library for simulating fire incidents and the response of firefighting resources. It features a grid-based fire spread model, resource dispatch simulation, and performance metrics calculation. Ideal for studying fire dynamics, resource management, and emergency response strategies.

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Jonathan Bourne's Projects

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