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Hello! I'm @jtsiddons 🐟

I am a research data scientist. I work primarily in the field of graphical data science, working on the inference of relationships between elements within the data.


Interests

  • I am interested in analysing plankton data using Julia.
  • I use graphical analysis tools to visualise associations/interactions between pairs of plankton species.
  • I use Lasso.jl to detect pairwise relationships & effects of external forcing (such as temperature) on those relationships.
  • Data visualisation. I enjoy experimenting with different visualisation packages/tools.

Languages

  • Julia
  • R
  • Python
  • shell scripting

Visualisation

Change in SST along Broeker's Ocean Conveyor from 1982 to 2021

Number of times the winner of each season of the Great British Bake-Off won Star Baker during their run for seasons 1 - 10. A part of TidyTuesday.

World cup hosts and winners between 1930 and 2018. Brazil has won more world cups than any other team, winning five times. A part of TidyTuesday.

Solar system generated using CairoMakie.jl according to the Gruvbox colour-scheme.

Articles

  • Graphical Analysis of A Marine Plankton Community Reveals Spatial, Temporal, and Niche Structure of Sub-Communities (2022, with Irwin, A. and Finkel, Z.) https://doi.org/10.3389/fmars.2022.943540
  • Large-eddy simulation of subsurface phytoplankton dynamics: an optimum condition for chlorophyll patchiness induced by Langmuir circulations (2018, with Brereton, A. and Lewis, D.) https://doi.org/10.3354/meps12490
  • A large eddy simulation study of the formation of deep chlorophyll/biological maxima in un-stratified mixed layers: The roles of turbulent mixing and predation pressure (2017, with Lewis, D. and Brereton, A.) https://doi.org/10.1002/lno.10566

JT Siddons's Projects

JT Siddons doesn’t have any public repositories yet.

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