Interleg coordination in 103 adult <i>Hypsibius exemplaris</i> individuals. by Emma M. Anderson (19697573)

“…Least squares regression fit line was generated via the Python package seaborn. K. Distribution of ϕ_i in third legs after a stride where ϕ_i was ~2/3. …”

Supplementary Material for: Demographic Trends, Coalterations, and Imatinib Resistance across Genomic Variants in Gastrointestinal Stromal Tumors: An AACR Project GENIE Analysis by Stecko H. (19715551)

S1 Data - by Nicole Fouda Mbarga (10789287)

“…Data was analyzed using python software version 21 for the quantitative arm and content analysis was performed for qualitative data. …”

GeoGraphNetworks: Shapefile-Derived Datasets for Accurate and Scalable Graphical Representations by Harish Sharma (18881935)

“…</p><p dir="ltr">The networks representing the road infrastructure of the USA include primary and secondary roads, covering all 50 states, 1 federal district (Washington, D.C.), and 5 territories, resulting in a total of 56 networks. …”

High-throughput chemical genetics screen and titration of hit compounds vinblastine and vincristine. by Emiri Nakamura (21601773)

“…MKs and PLPs appear as distinct populations in a 2D scatter plot of the membrane content over DNA (left-most panel). …”

Tracking when the number of individuals in the video frame changes. by Hirotsugu Azechi (20700528)

“…The yellow box in the schematic represents the processes using multi-animal tracking tools, while the green box represents the processes using single-animal tracking tools. …”

Shadowed Realities: An Investigation of UI Attacks in WebXR - Research Artifacts by Chandrika Mukherjee (20576567)

“…These are implemented using Python. The entry point to the scripts is main_analysis.py. …”

<b>Altered cognitive processes shape tactile perception in autism.</b> (data) by Ourania Semelidou (19178362)

“…</p><p dir="ltr">Based on the signal detection theory (Detection Theory,(Hautus, M.J., Macmillan, N.A., & Creelman, 2021)), sensitivity d’ was calculated as:</p><p dir="ltr"><i>d' =</i><i>z(Correct choice rate) - z(Incorrect choice rate)</i></p><p dir="ltr">Sensitivity d’ for high- and low-salience stimuli was calculated based on the Correct and Incorrect choice rate for high- and low-salience stimuli respectively.…”

MSc Personalised Medicine at Ulster University by Steven Watterson (100045)

“…</b> Introducing computational approaches to studying genes, proteins or metabolites, this module teaches Python coding, data analysis and how to work with the databases that support data analysis.…”

Related to Figs 1, 2 and S1. by Tyron Chang (9922533)

“…/" target="_blank">https://www.genenames.org/data/genegroup/#!/</a>). Sheet B, C, D, and E in S1 Table (<a href="http://www.plospathogens.org/article/info:doi/10.1371/journal.ppat.1012673#ppat.1012673.g002" target="_blank">Fig 2</a>): Log₂TPM (transcripts per million) RNA-Seq values and statistics for representatives from ISG subclasses ‐ 2 high, 2 low, and 5 variable ‐ across 578 human lung tissue samples (Sheet B in S1 Table), 226 human liver tissue samples (Sheet C in S1 Table), 241 human spleen tissue samples (Sheet D in S1 Table), and 755 human whole blood tissue samples (Sheet E in S1 Table). …”

Metaverse Gait Authentication Dataset (MGAD) by sandeep ravikanti (20704127)

“…It consists of gait data from <b>5,000 simulated users</b>, generated using <b>Unity 3D</b> and processed using <b>OpenPose and MediaPipe</b>. …”

<b>Rethinking neighbourhood boundaries for urban planning: A data-driven framework for perception-based delineation</b> by Shubham Pawar (22471285)

“…</p><p dir="ltr"><b>Input:</b></p><ul><li><code>svi_module/svi_data/svi_info.csv</code> - Image metadata from Step 1</li><li><code>perception_module/trained_models/</code> - Pre-trained models</li></ul><p dir="ltr"><b>Command:</b></p><pre><pre>python -m perception_module.pred \<br> --model-weights .…”

Nucleotide analogue tolerant synthetic RdRp mutant construct for Surveillance and Therapeutic Resistance Monitoring in SARS-CoV-2 by Tahir Bhatti (20961974)

“…EpiCoV Database. https://www.gisaid.org </p><p><br></p><p dir="ltr"><b>5</b>- Grubaugh, N. D., Gangavarapu, K., Quick, J., Matteson, N. L., Debroas, D. …”

Core data by Baoqiang Chen (21099509)

“…</p><p><br></p><p dir="ltr">For the 5′ UTR library, we developed a Python script to extract sequences and Unique Molecular Identifiers (UMIs) from the FASTQ files. …”

Supplementary Data: Biodiversity and Energy System Planning - Queensland 2025 by Andrew Rogers (17623239)

“…</p><h2>Software and Spatial Resolution</h2><p dir="ltr">The VRE siting model is implemented using Python and relies heavily on ArcGIS for comprehensive spatial data handling and analysis.…”

Landscape17 by Vlad Carare (22092515)

“…</p><p dir="ltr">We utilized TopSearch, an open-source Python package, to perform landscape exploration, at an estimated cost of 10⁵CPUh. …”

<b>AI for imaging plant stress in invasive species </b>(dataset from the article https://doi.org/10.1093/aob/mcaf043) by Erola Fenollosa (20977421)

“…The camera used was a standard Canon EOS 750D digital camera, with a Sigma lens of 17–50 mm 1:2.8 EX DC OS HSM. …”