(A) Sampling locations and ranges of <i>I. feisthamelii</i> (purple) and <i>I. podalirius</i> (teal) butterflies. by Sam Ebdon (21072525)

“…(B) Sampling locations of butterflies from the <i>Iphiclides</i> HZ. The dashed line represents the approximate HZ center, based on samples collected by Lafranchis et al. …”

Tissue specific expression of ACE2 and ENPEP in 55 human tissues. by Antti Arppo (20416905)

“…<p>Bulk RNA-Seq expression data from the GTEx dataset (v8) [<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0307731#pone.0307731.ref045" target="_blank">45</a>] was retrieved as TPM values and boxplot figures were generated using the Seaborn [<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0307731#pone.0307731.ref047" target="_blank">47</a>] and Matplotlib [<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0307731#pone.0307731.ref046" target="_blank">46</a>] Python libraries. Each boxplot displays the distribution of expression values for the gene-tissue intersection: the box represents the interquartile range (IQR), the lower boundary marks the 1st quartile (Q1), the upper boundary marks the 3rd quartile (Q3), and the horizontal line within the box indicates the median. …”

Scope of our collection of pathogen models of metabolism. by Emma M. Glass (13102872)

“…Dotted line in the background represents average Reaction, Gene, and Metabolite numbers across species. …”

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.…”

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

“…The rail line infrastructure of the USA is represented as a single network that covers the entire country and includes connectivity to Canada. …”

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

“…(B) Rank-order plot comparing platelet productivity between individual imMKCLs from a subclone with increased platelet productivity (subclone 38; red line) and imMKCLs from the bulk population (CL17, green line). …”

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.…”

Physiotherapist-Assisted Wrist Movement Protocol for EEG-Based Corticokinematic Coherence Assessment by Fanni Kovács (21733838)

“…</li></ul><p dir="ltr"><b>Example (Python, using numpy):</b></p><pre><pre>import numpy as np, os<br><br>filename = "S113_ckc_bal_t1_01"<br><br># Read channel labels from .hed<br>channels = []<br>with open(filename + ".hed", "r") as f:<br> for line in f:<br> if line.startswith("Ch:"):<br> channels.append(line.split(":")[1].strip())<br>n_channels = len(channels)<br><br># Determine number of samples<br>filesize = os.path.getsize(filename + ".flo")<br>n_samples = filesize // (4 * n_channels)<br><br># Load EEG data<br>raweeg = np.fromfile(filename + ".flo", dtype="f4")<br>raweeg = raweeg.reshape(n_channels, n_samples)<br></pre></pre><h4><b>Notes</b></h4><ul><li>Data are organized by movement side (<code>bal</code> = left, <code>jobb</code> = right), trial (<code>t1</code>), and block repetition (01, 02).…”