cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/r3tb5mzn4d
title: Eggplant Disease Recognition Dataset

description: 1. Eggplant contains a significant amount of nutritious fiber, which is an essential component in a healthy diet as it helps our digestive process run smoothly. Adequate fiber in our diet can also assist in controlling blood sugar, preventing spikes, and providing resistance to spikes and crashes. 2. Per 100 grams of eggplant, it contains approximately 2.9 grams of fat, 0.8 grams of minerals, 13 grams of carbohydrates, 42 kilocalories of energy, 1.8 grams of protein, 28 milligrams of calcium, 0.9 milligrams of iron, 850 micrograms of carotene, 0.12 milligrams of vitamin B1, 0.08 milligrams of vitamin B2, and 22 grams of sugar, among other nutrients. 3. Eggplant can help reduce the risk of heart diseases and many other cardiovascular problems as it is known to decrease damage caused by free radicals. 4. Eggplant is indeed a highly popular vegetable in Bangladesh, and its cultivation has become economically significant for many farmers. When it comes to cultivating eggplants, it's essential for farmers to be aware of the various challenges, including pest attacks. 5. Protecting eggplants from pests is crucial for a successful harvest. There are various pests that can attack eggplant plants, and farmers need to take measures to safeguard their crops. This may involve using pesticides, implementing integrated pest management techniques, or adopting organic farming methods to minimize the use of chemicals and ensure healthy eggplant yields. 6. Diseases in crops are a widespread problem in agricultural production, and they have an adverse impact on the quality and productivity of the crops. Due to non-biological environmental factors, eggplant diseases adversely affect the yield and quality of eggplants, causing significant economic losses to farmers. The traditional identification of crop diseases is often time-consuming, labor-intensive, ineffective, and subjective. 7. In recent times, computer vision has shown great promise in conducting the classification and identification tasks of this kind. 8. Seven distinct kinds of eggplant classes are shown in this large dataset, which can be used to develop machine vision-based techniques: Healthy Leaf, Insect Pest Disease, Leaf Spot Disease, Mosaic Virus Disease, Small Leaf Disease, White Mold Disease, and Wilt Disease. 9. In reality, 1400 images of eggplants were initially collected from the field. Subsequently, to increase the quantity of data points, various image processing techniques were applied, such as shifting, flipping, zooming, shearing, brightness enhancement, and rotation, resulting in a total of 9800 augmented images derived from the original images.
DOI: 10.17632/y5stjsnp8s
title: HornBase - A Car Horns Dataset

description: To provide data for machine learning models capable of classifying car horns in a traffic environment, we created HornBase, a dataset comprising 1080 audio files of exactly one-second duration each, manually labeled and balanced into two classes: horn and not horn. The audio excerpts were collected in ten specific situational scenarios in which the audio signals can be received in the car where the horn will be analyzed, as well as three different horn styles: a short honk, a long one, and an intermittent sequence of three consecutive short honks. For each possible audio segment, three temporal windows are cut, with the first containing the initial half of a horn, the second containing the entire horn, and the third containing the final half of a horn.
DOI: 10.6084/m9.figshare.21379341.v1
title: Regression data.xlsx

description: This is a datset for the manuscript on the determinants of labour productivity in the Eastern Cape.
DOI: 10.6084/m9.figshare.26780017.v1
title: Output of centroAnno and reference methods on simulated datasets

description: Output of centroAnno and reference methods on simulated datasets
DOI: 10.6084/m9.figshare.29045303.v1
title: Transgenerational epigenetic effect of kings’ aging on offspring’s caste fate mediated by sperm DNA methylation in termites Supplementary data

description: Methylation rates data in "Transgenerational epigenetic effect of kings’ aging on offspring’s caste fate mediated by sperm DNA methylation in termites"
DOI: 10.6084/m9.figshare.12554780.v1
title: Data of manuscript: Individual Differences in Task Participation in Wild Chacma Baboons

description: This dataset was used to evaluate the determinants of task participation in a a group of wild chacma baboons. the dataset consists of two datasets, each corresponding to one cogntiive task: a task involving paper bags and a task involving a blue cardboard square. Both datasets contain the following information:1. Individual: Name of each individual tested.2. Trial: Trail number3. Sex: The sex (Male or Female) of each individual.4. Age: The age (Adult or Juvenile) of each individual.5. Troop: The troop (J or L) each individual belonged to. 6. Social Rank: The hierarchical rank of each individual.7. Contact: Whether each individual contacted the stimulus in a given trial (1, yes; 0, no).8. Latency: The latency to the stimulus, from when it was first seen to contact. 9. Exploratory time: The time individuals explored or handled the stimulus. 10. Distance to stimulus: The distance at which the stimulus was presented (WITHIN a radius of 2.5m; BEYOND a radius of 2.5m).11. Neophobia: The neophobic score assigned to each individual.12. Interruptions: Whether an individual was interrupted whilst it was exploring the stimulus. 13. Total time: The total time of the trial. 14. High-E Activity: Whether the individual was involved in a high-engagement (e.g. foraging, grooming, drinking) activity at the time of testing (Yes, No).15. Scrounging rate: The scrounging rate of individuals based on the numbe rof times they joined an occupied foraging patch. <br>ONLY the "paper bags stimulus" dataset contains the following information:<br>1. Neophobia 2: Categorical representation of Neophobia scores based on tertiles. Used for graphical purposes. ONLY the "blue cardboard square stimulus" dataset contains the following information:<br>1. Group: Based on a randomly assigned treatment group.
DOI: 10.6084/m9.figshare.13736704.v1
title: Virus Relatedness Foldchange Data

description: This csv file contains fold-change measurements for four virus isolates tested across 45 <i>Drosophilidae </i>host species.
DOI: 10.17632/fd7vzxr3gk
title: Holocene moisture evolution and its response to atmospheric circulation recorded by aeolian deposits in the southern Tibetan Plateau

description: Element and grain-size data from SGX section (corrected version)
DOI: 10.17632/trnjpmsym3
title: Raw data - Long-term prognostic utility of computed tomography coronary angiography in older populations

description: Research data
DOI: 10.6084/m9.figshare.13901468.v1
title: Supplementary Material for: First Detection of a Cluster Novel HIV-1 Second-Generation Recombinant (CRF01_AE/CRF07_BC) among Men Who Have Sex with Men in Nanjing, Eastern China

description: <b><i>Introduction:</i></b> A large number of unique recombinant forms have been found in China in recent years. This study aimed to report on a cluster of novel HIV-1 recombinants. <b><i>Methods:</i></b> We constructed phylogenetic trees using the maximum likelihood (ML) method with 1,000 bootstrap replicates in IQ-TREE 1.6.8 software and determined recombination break points using SimPlot 3.5.1. <b><i>Results:</i></b> Overall, 9 near-full-length genome (NFLG) sequences were reported in this study, including 1 circulation recombinant form (CRF)01_AE NFLG sequence and 8 highly similar novel HIV-1 second-generation recombinants composed of CRF01_AE and CRF07_BC (CRF105_0107) isolated from a cluster HIV-positive male subjects infected among men who have sex with men (MSM) in Nanjing, eastern China. The phylogenetic analysis of NFLG showed 1 sequence named “nj16” to have at least 11 breakpoints inner virus and 7 other sequences to have at least 10 breakpoints inner virus. Our findings further showed as follows: first, this is the first time that a cluster of novel CRF105_0107 HIV-1 strains were identified among MSM in Nanjing, Jiangsu. Second, the Chinese “4a” cluster of CRF01_AE which mainly circulating in northern China has spread in Jiangsu for more than 15 years. Third, HIV-1 recombination events were active in Nanjing city, and novel recombinants could spread rapidly through some small-scale transmission networks. <b><i>Conclusion:</i></b> The continued emergence of novel recombinant HIV-1 strains in Nanjing suggests dynamics and complexity in the HIV epidemic among MSM in Jiangsu province. Further investigations and molecular epidemiological research should be taken to monitor and understand transmission networks among MSM.
DOI: 10.6084/m9.figshare.25368610.v1
title: Two Sample BIDS datasets from PeriCBD

description: PeriCBD was designed to establish a platform for the investigation of individual differences in brain-mind development associated with perinatal factors among children aged 3–10 years.
DOI: 10.6084/m9.figshare.5709682.v1
title: Tasks from Sunday et al "Age-related differential item functioning in tests of face and car recognition ability". Journal of Vision, accepted December 2017

description: Two matching tasks used in the paper <br>Sunday, M. A., Lee, W.-Y., & Gauthier, I. (in press, accepted 2017). Age-related differential item functioning in tests of face and car recognition ability. Journal of Vision.<br>
DOI: 10.6084/m9.figshare.7159541.v1
title: XPS data

description: XPS data of fracture surfaces and surfaces with freshly prepared MPTMS
DOI: 10.17632/mddgvw63x5
title: Ongoing Thoughts in Autism

description: data1.csv: Data for understanding the relationship between ongoing thoughts, group, N-back condition and Autism Quotient scores. Ongoing thought scores are given for both individual experience sampling items and for PCA solutions (e.g. thoughts_fac1).

data2.csv: Data for understanding the relationship between task performance, group, N-back condition and ongoing thoughts.
DOI: 10.17632/ng7hkn36ck
title: Digital Transformation and Strategic Risk Taking Dataset

description: This article presents a comprehensive dataset extracted from annual reports, the China Stock Market and Accounting Research Database (CSMAR) and the Wind database, focusing on digital transformation and strategic risk taking.
DOI: 10.17632/zwjkbstpw4
title: Assessing the Impact of Artificial Intelligence Technology in Education

description: This survey seeks to understand how artificial intelligence (AI) technology impacts teaching and learning in education. Your responses will help us explore AI's effectiveness, challenges, and adoption levels in educational settings. Participation is voluntary, taking approximately 10-15 minutes and you may withdraw at any time without consequence. By starting, you acknowledge the study's purpose and the confidentiality measures in place.
Thank you for contributing to this important research.
DOI: 10.6084/m9.figshare.19410818.v2
title: A multi-species, intraspecific functional traits data set on fish species from the Bay of Biscay (France).

description: The global biodiversity crisis due to anthropogenic pressures jeopardizes marine ecosystems functioning and services. Community responses to these environmental changes can be assessed through functional diversity, a biodiversity component related to organism-environment interactions, estimated through biological traits related to organism functions (locomotion, feeding mode, reproduction). Fishes play a key role in marine systems functioning and supply proteins for billions of humans worldwide, yet most of the knowledge is limited to several commercial species and little is known about the intraspecific variability of their functional traits. The data provided here consists of 867 records of individuals from 85 species of ray-finned (Actinopterygii) and cartilaginous (Chondrichthyes) fishes sampled in the Bay of Biscay (Atlantic, France) between autumn 2017 and 2019. We provided for each individual the taxonomic classification, 16 ecomorphological measures (5 directly made on fresh individuals and 11 realized using individual pictures), that were converted into 9 ecomorphological traits classically documented in the literature (biomass, protrusion, oral gape shape, surface and position, eye size and position, body transversal shape and surface, pectoral fin position and caudal peduncle throttling) and 8 life history traits obtained from Fishbase (maximum length, average depth, depth range, trophic level, reproduction mode, fertilization mode, parental care, vertical position in the water column). These traits document several functions such as dispersion, feeding mode, habitat use, position in the food web, and reproduction. To improve the development of new traits, we provided a picture of each individual with an ROI file containing the different morpho-anatomical measures made using “ImageJ'' software and an R function to extract them. In addition, we provided the metadata from each sampling site (years, dates, stations, sampling hours, strata, gears, latitudes, longitudes, depths) and environmental variables measured <em>in situ</em> (conductivity, salinity, water temperature, water density, air temperature). This data set accounting for the intraspecific variability among 85 fish species is of interest to better understand the effects of environmental forcing in a global change context as in the Bay of Biscay, a highly-fished transition zone harboring mixed assemblages of boreal, temperate, and subtropical fish species that are susceptible to display variability in functional trait to adapt to changing conditions.
DOI: 10.6084/m9.figshare.19691905.v1
title: Monte Carlo Simulation Outputs for global OC-FeR

description: Model outputs simulating the size of the global sink of carbon associated with reactive iron worldwide.
DOI: 10.6084/m9.figshare.26026366.v1
title: Technostress-Original Data File.xlsx

description: The Impact of Technostress Creators on Cognitive Overload: Mediating Role of Emotional Exhaustion in Academia
DOI: 10.6084/m9.figshare.28826927.v1
title: Regional differences in the impact of climate extremes on future global rice yields (Include code)

description: As a major food crop, rice is highly vulnerable to climate change. Assessing future changes in rice yields due to global climate extremes is critical for maintaining rice security. We projected the global rice yield distribution from 2030 to 2079 at a spatial resolution of 0.5° under the SSP126, SSP245, and SSP370 scenarios. The relative contributions of five key climate extreme indices were then determined. This study provides a spatial distribution of the magnitude of the impact of climate extremes on global rice yield variability, which has important scientific and practical value for global rice security.The dataset includes the raster maps produced in the study. The core codes are also stored in a zip package.
DOI: 10.17632/g3wz7spyc9
title: What CHO is made of: Variations in the biomass composition of Chinese hamster ovary cell lines

description: Data from exponential phase of batch cultures of Chinese Hamster Ovary (CHO) cells (13 cell lines / conditions). It contains biomass composition data at one time point in mid-exponential phase (dry mass, protein, lipid, DNA, RNA and carbohydrate content, amino acid and lipid composition), which shows variability of the composition among different cell lines/conditions. Extracellular concentrations of metabolites (amino acids, glucose, lactate, ammonia) were measured throughout the exponential phase and the uptake/secretion rates were calculated. Flux balance analysis was performed to see the impact of cell line specific biomass composition and uptake/secretion rates (calculated with different sampling frequencies) on the predictions of growth rates. Data is structured according to figures in the associated manuscript. For more detailed descriptions of the files see "read_me.txt" files in each folder.
DOI: 10.17632/rg3gg9fvky
title: Robust adoption and valuation in tokenomics

description: Model solutions to thetokenomics
DOI: 10.6084/m9.figshare.12153573.v1
title: A three-dimensional thalamocortical dataset for characterizing brain heterogeneity: X-ray microCT images (Tiff)

description: This dataset consists of a collection of images acquired from multiple brain regions that span an intact thalamocortical pathway (Agmon & Connors, 1991). The data was acquired using synchrotron X-ray microCT at 1.17 micron isotropic resolution. The full image volume is 1420 x 5805 x 720 pixels. The 720 images are split into 8 subvolumes, each containing 90 images. The images in each subvolume are stored as multipage tiffs in 8-bit format.<br>Microstructure annotations associated with this dataset can be found at this doi:10.6084/m9.figshare.12153516.v1<br><br>Region level annotations associated with this dataset can be found at this doi:10.6084/m9.figshare.12153549.v1<br>
DOI: 10.6084/m9.figshare.1289920.v1
title: Acervo fotográfico de paisagens e vegetações do estado do Ceará

description: Esse é um acervo fotográfico das diferentes vegetações e paisagens que ocorrem no estado do Ceará, nordeste do Brasil. Ele é um complemento visual aos tipos vegetacionais do estado conforme discutidos no artigo Moro et al. 2015. Rodriguésia.
DOI: 10.17632/88dg2hpgzy
title: THE EVOLUTION OF INFLUENCER MARKETING DATA

description: THE EVOLUTION OF INFLUENCER MARKETING ON BRAND AWARENESS AND PURCHASE INTENTION: A BIBLIOMETRIC ANALYSIS DATA
DOI: 10.17632/m47gy8g8cc
title: Needle-free Injection of 5-fluorouracil Demonstrates Efficacy, Safety, and Painless in the Treatment of Palmoplantar Warts: A Randomized Clinical Trial

description: SupplementI,II,III
DOI: 10.6084/m9.figshare.28934972.v1
title: UConn in-house Gearbox Dataset

description: <b>Test‑rig & acquisition</b>A two‑stage spur‑gear reducer was instrumented in the Dynamic Systems & Control Laboratory at the University of Connecticut.<br>Stage 1: 32‑tooth pinion ↔ 80‑tooth gearStage 2: 48‑tooth pinion ↔ 64‑tooth gearA 3‑axis PCB accelerometer was mounted on the housing; signals were sampled at <b>20 kHz</b> through a dSPACE DS1006 board while the shaft ran under constant torque supplied by an adjustable magnetic brake. Shaft speed was logged with a tachometer and used to perform <b>Time‑Synchronous Averaging (TSA)</b> so every record starts at the same angular position, eliminating speed wander.<b>File structure</b>UConn_Gearbox.csv is a plain UTF‑8 CSV with:<br><b>3600 rows</b> – vibration samples per record (≈ 0.18 s at 20 kHz)<b>936 columns</b> – individual TSA‑aligned recordscolumns 1‑104 → class Hcolumns 105‑208 → class MTcolumns 209‑312 → class RCcolumns 313‑416 → class SPcolumns 417‑520 → class CH5columns 521‑624 → class CH4columns 625‑728 → class CH3columns 729‑832 → class CH2columns 833‑936 → class CH1<br>
DOI: 10.17632/pzds76y6ts
title: Academic Performance Data of Undergraduate Engineering Students of National University of Colombia

description: The dataset contains anonymized academic performance data of undergraduate engineering students from 2011 to 2020 at the nine campuses of the Universidad Nacional de Colombia. Key variables include socioeconomic status, faculty, gender, academic program, age, and cumulative weighted academic average (CWAA). This dataset provides insights into academic outcomes across various demographics, enabling analysis of patterns that may inform educational strategies and improve equity in engineering education.
DOI: 10.17632/ry6m6zj35w
title: Tdap maternal immunization and infant follow-up trials: Immunogenicity, transplacental transfer of pertussis antibodies, safety following pertussis immunization during pregnancy and its impact on infant pertussis immune response

description: This video supports the two published articles by KP Perrett, et al. Immunogenicity, transplacental transfer of pertussis antibodies and safety following pertussis immunization during pregnancy: Evidence from a randomized, placebo-controlled trial. Vaccine. 2020;38(8):2095-2104, and KP Perrett, et al. Impact of tetanus-diphtheria-acellular pertussis immunization during pregnancy on subsequent infant immunization seroresponses: follow-up from a large randomized placebo-controlled trial. Vaccine. 2020;38(8):2105-2114. These articles describe the results of two clinical trials, respectively. First study - a maternal immunization trial which assessed the safety and immunogenicity of a reduced antigen content diphtheria-tetanus-acellular pertussis (Tdap) vaccination during pregnancy, as well as the transfer of maternal pertussis antibodies through the umbilical cord. Second study - an infant follow-up study which assessed the safety and immunogenicity of diphtheria-tetanus-acellular pertussis-hepatitis B-inactivated poliovirus and Haemophilus influenza type B vaccine (DTPa-HBV-IPV/Hib) when administered to healthy infants born to mothers vaccinated in the maternal immunization trial.
DOI: 10.25452/figshare.plus.20590326.v1
title: THINGS-data: fMRI BIDS raw dataset

description: fMRI raw dataset in BIDS format. <br> Part of THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior <br> See related materials in Collection at: https://doi.org/10.25452/figshare.plus.c.6161151
DOI: 10.6084/m9.figshare.14494713.v1
title: Guitars with guitar neck annotated. YOLO bounding box format.

description: A dataset of guitars with the necks of the guitars annotated, images are similar to what would be expected from a video guitar tutorial.
DOI: 10.17632/8cszh3bwbb
title: Tech product reviews dataset

description: This dataset contains product Name, Review, price of different Tech product from six different E-commerce website: Ryans, Techlandbd, Pikaboo, daraz, reliancedigital, flipkart.
DOI: 10.17632/dgt2dsk9tp
title: Analysis of Artificial Intelligence Acceptance in the Humanities and Social Sciences: The Case of Moroccan Universities (Data collected)

description: This dataset explores the acceptance and perception of Artificial Intelligence (AI) in Social Sciences and Humanities (SSH) courses among university students in Morocco. It is derived from a comprehensive study that investigates how students across different institutions perceive AI integration into their educational experience. The dataset is structured to facilitate analysis of student attitudes, perceptions, and concerns regarding AI in education.
DOI: 10.17632/srchbkjnbn
title: Mechanical Test Lung

description: Design files for mechanical test lung.
DOI: 10.6084/m9.figshare.20457030.v1
title: Environmental Data Tables

description: Average species environmental variables for each dataset, output of https://github.com/KyleTDavid/GlobalPloidy2022/blob/main/extract_geodata.r
DOI: 10.6084/m9.figshare.22709923.v1
title: PLS-SEM Analysis

description: This study aims to determine factors that influence undergraduate students' engagement in online learning. The sample consisted of 609 undergraduate students from four public and private universities in Malaysia. The participation of all students was completely voluntary. Consent was obtained prior to the data collection. An online survey was employed to collect the data. The PLS-SEM was used to analyze the data.