JonnoB

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

@UCLLondon

Pinned Repositories

BigHeat
A series of functions that allow the visualisation of large heatmaps
Language:R33
DiversityAndBrexit
THe code used to analyse diversity and segregation in the UK and see what relationship it has to Brexit
10
EmptyHomesCode
This is the code used in the analysis of empty and low use homes.
Language:R30
enhance_ocod
Create the enhanced OCOD dataset for analysis of property in England and Wales owned by offshore companies
Language:Jupyter Notebook11 2 00
inspecting_the_laundromat
The analysis code used in the paper "Inspecting the laundromat: Mapping and characterising offshore owned domestic property in London"
Language:R5 1 00
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
Language:R2 1 00
PowerGridNetworking
An R package for complex network analysis of cascading failures on power grids
Language:R2 3 00
pyrosim
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.
Language:Jupyter Notebook1 1 00
R_tutorial
Script and material for BUSICS R tutorial
Language:HTML14
rSETSe
This package is used to calculate the Strain Elevation Tension Spring embedding (SETSe) for networks in R
Language:R7 3 00

JonnoB's Repositories

JonnoB/enhance_ocod
Create the enhanced OCOD dataset for analysis of property in England and Wales owned by offshore companies
Language:Jupyter Notebook11 2 00
JonnoB/rSETSe
This package is used to calculate the Strain Elevation Tension Spring embedding (SETSe) for networks in R
Language:R7 3 00
JonnoB/inspecting_the_laundromat
The analysis code used in the paper "Inspecting the laundromat: Mapping and characterising offshore owned domestic property in London"
Language:R5 1 00
JonnoB/BigHeat
A series of functions that allow the visualisation of large heatmaps
Language:R33
JonnoB/EmptyHomesCode
This is the code used in the analysis of empty and low use homes.
Language:R30
JonnoB/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
Language:R2 1 00
JonnoB/PowerGridNetworking
An R package for complex network analysis of cascading failures on power grids
Language:R2 3 00
JonnoB/pyrosim
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.
Language:Jupyter Notebook1 1 00
JonnoB/SmartMeterThesisCode
Code used for my thesis
Language:R1 2 0
JonnoB/animal_recognition
Object detection on camera trap images with species recognition
Language:Jupyter Notebook
JonnoB/BibCleaner
Removes all unused references from .bib file
2 0
JonnoB/blue_green_towns
Project blending quantiative and qualiative research on empty and low use property in coastal and rural regions of the UK
Language:HTML1 01
JonnoB/clocrc
Context Leveraging OCR Correction using Language Models
Language:Python
JonnoB/ereading_the_unreadable
A repo devloping the pipeline to correct a large corpus of OCR data
Language:Jupyter Notebook
JonnoB/GenderPayGap
Quick analysis of the UK Gender PayGap data
JonnoB/introduction_to_sets
This is the code used in the paper introducing the SETS embedding aka SETSe algorithm
2 0
JonnoB/JonnoB.github.io
Test page to try and get the HTML widgets to display
Language:HTML2 0
JonnoB/Pre-Project-PhD-Scripts
This repo acts as a nursury for scripts until they become a full project or join another project
Language:R2 0
JonnoB/Proportional-Line-Limits
Latex and plots for Paper on proportional loading
Language:TeX2 0
JonnoB/ProportionalLoading
This is the code used for the proportional loading chapter and paper of my PhD
Language:R3 0
JonnoB/redigitalize
Exploring the redigitalisation of of archived print
Language:Jupyter Notebook
JonnoB/scrambledtext
Can synthetic corrupted data be used to train LLM's to correct OCR text?
Language:Python
JonnoB/setse_and_network_robustness
Code for the 'Spring Embedding' paper
Language:R2 0
JonnoB/SETSe_assortativity_and_clusters
First blah blah
Language:R2 0
JonnoB/SETSe_conflict
Exploring how SETSe can be used to understand conflict in social networks
Language:R3 0
JonnoB/setse_isomorphism
Exploring graph iso and auto morphism
2 0
JonnoB/Setse_optimisation
A test bed for improving Setse
Language:R
JonnoB/SmartRtimes
Code used to make the Grouped times series subsetting Package
Language:R2
JonnoB/Useful_PhD__R_Functions
This is a repo for function that are useful but not specifically for powergrid analysis and so do not go in the PowerGridNetworking package.
Language:R
JonnoB/wealthnets
Code used to analyse UHNW individuals across a selection of cities
Language:Jupyter Notebook