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Raw mass spectrometry data of saliva samples from human subjects across three groups - healthy controls, oral potentially malignant disorders (OPMD), and oral squamous cell carcinoma (OSCC). Untargeted metabolomic profiling was carried out by liquid chromatography-high-resolution mass spectrometry (LC-HRMS) on Agilent 6545 Q-TOF for the manuscript entitled "Untargeted Salivary Metabolomic Profiling Uncovers Metabolic Dysregulation in Oral Squamous Cell Carcinoma Patients”.

Megafaunal abundance, seafloor depth, and polymetallic nodule coverage data from image analyses conducted across the GSR MiningImpact test site in the eastern Clarion–Clipperton Zone (CCZ), including R scripts for statistical analyses and figure generation.

This repo contains the results and analysis data used in the experiment reported in the paper "Anycast and Third-party Libraries: A Recipe for a Privacy Disaster?" (https://doi.org/10.1109/MCOM.006.2400576).

This dataset contains cross-sectional survey responses from Chinese vocational CBEC students. It focuses on the relationship between students' internet-mediated intergroup contact and their cross-cultural task-management strategies. The data includes measurements of digital media exposure, internal psychological factors, and behavioral coping mechanisms, along with basic demographic and experiential information.

***Disclaimer: Still in Draft - missing some files! Raw multi-sensor recordings from a brushed permanent-magnet DC servo motor (3PI12.12) driven by a 4-quadrant thyristor (SCR) converter. Each sensor data was recorded separately under the same operating conditions — matched load level and mechanical condition — using four sensors: armature current, an AV-160B vibrometer probe, a budget Android phone microphone, and vibrometer spot readings. Hypothesis. The dataset is built to test whether ordinary smartphone audio can replace invasive or specialised diagnostic equipment (current probes, contact vibrometers) for motor condition monitoring. With the phone recorded at ~1 m under the same conditions as the instrument-grade references, researchers can compare models trained on phone audio against those trained on current and vibrometer signals — i.e. whether a phone alone can estimate load and tell apart normal operation, direction reversal, and a loose foundation. Published as recorded (raw, untransformed). It also suits load estimation, foundation-looseness detection, direction-reversal analysis, and converter/commutation signature studies. The readme file gives ML pipeline suggestions only as guidance.

A Weighted Sentiment Dataset for Indonesian Telemedicine Text Classification is a collection of Indonesian telemedicine user reviews that are annotated with weight and sentiment labels. The data were collected from user reviews of three telemedicine applications in Indonesia, named Alodokter, Halodoc, and KlikDokter. The dataset contains 19,680 rows of user reviews that used Indonesia language and mixed more than one language. Each user review is annotated manually by two human annotators following annotation guidelines created by psychological expertise. This dataset consists of 6 attributes: platform (application distributor platform), app_name (application name), rating (application user satisfaction score), review (Application user review), sentiment (data label), and weight (user review complexity label). The dataset supports experiments in advanced NLP technologies, including BERT, LSTM, and LLMs, such as a user review sentiment classification task.

The beneficial fungus Trichoderma enhances plant growth and stress tolerance through mechanisms that are yet poorly understood. Here, we show that the Trichoderma harzianum swollenin ThSWO contributes to efficient root colonization and plant growth promotion. ThSWO traverses the plant cell wall and localizes to the plasma membrane, where it interacts with ABC transporter AtABCB5, which we establish as a bona fide auxin efflux carrier. ThSWO binding to the NBD2 and R domain faces of AtABCB5 promotes phosphorylation at Ser640 and Ser644, enhancing IAA efflux and triggering auxin- associated responses, including cell wall acidification, membrane potential transitions, and accelerated cytoplasmic streaming. Structure-guided substitutions at the AtABCB5–ThSWO interface differentially affected transporter binding and lateral root promotion, supporting the conclusion that host auxin transport is a primary effector target. These findings reveal a molecular mechanism by which a fungal effector co-opts host auxin transport machinery to promote plant development, with implications for microbe assisted crop improvement.

This repository contains the extracted dataset and analysis code used in the meta-analysis of bluetongue virus infection in sheep and goats in China (2005–2025). The dataset includes study-level information such as sample size, number of positive cases, prevalence, geographic location, host species, and diagnostic methods. The R script reproduces all analyses including pooled prevalence estimation, heterogeneity assessment, subgroup analysis, funnel plot, Egger’s test, and meta-regression. All analyses were performed using R (meta package).

Nyquist plots and Bode formats of the AZ40M alloy with oxidation film and the sol-gel coatings

Upon reading the cas.h5 file, Fluent automatically loads the associated data. Once the loading process is complete, compiling the user-defined code file named "Exner" enables morphodynamic simulation of the seabed. Naturally, through a literature survey, one may specify the deposition constant (k-deposition) and erosion constant (k-erosion) at the corresponding locations within the code to simulate morphological evolution under diverse environmental conditions. In this study, we first perform a steady-state simulation to establish a stable contour current flow field, followed by a transient simulation to release the turbidity current. Therefore, to simulate the turbidity current–contour current interaction, the dynamic mesh and the turbidity current velocity inlet should be deactivated initially. Only after the contour current flow field has been fully developed and the residuals have converged should the dynamic mesh settings and the boundary conditions for the turbidity current inlet be configured according to the steps outlined above.