cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nm3h38ds49
title: CYCLIC STEP

description: This dataset includes two main types of data. The first type is 'results' file. These files present the distribution of variables on the calculation region. These data can be handled by Tecplot. The responding variables are shown clearly. The second type is 'cssults' file. These files show the variation of variables along the axle wire. These data can be handled by Matlab. The variables are in turn of node number, x, y, zb, h, u, v, c1,c2, delta_zb, fr, c, ew.
DOI: 10.17632/pft8d338mn
title: Data for: Empirical fragility curves: The effect of uncertainty in ground motion intensity

description: The provided input data can be used with the (also provided) ‘R’ code in order to reproduce the empirical fragility curves and their credible intervals of the simplest and most complex model found in the accompanied research article [1]. The input data include a map of 405 municipalities affected by the 1980 Irpinia event. Information regarding the degree of damage sustained by the most as well as the least vulnerable building inventory is also included aggregated at municipality level. The ground motion intensity levels is included. Finally, existing information, which is independent of the 1980 Irpinia data, regarding the shape of fragility curves of the two examined buildings classes are provided.
DOI: 10.17632/ptx43r8z3x
title: Data for: Identification and Characterization of the First Fragment Hits for SETDB1 Tudor Domain

description: Supporting information containing Spectroscopic and chromatography data
DOI: 10.17632/tkm4w7wp3v
title: An open source 16-channel fluidics system for automating sequential fluorescent in situ hybridization (FISH)-based imaging 

description: Fluorescent in situ hybridization (FISH) can provide spatial information about DNA/RNA targets in fixed cells and tissues. However, the workflows of multiplexed FISH-based imaging that use sequential rounds of hybridization quickly become laborious as the number of rounds increases because of liquid handling demands. Here, we present an open-source and low-cost fluidics system that is purpose built for automating the workflows of sequential FISH-based imaging. Our system features a fluidics module with 16 addressable channels in which flow is positive pressure-driven and switched on/off by solenoid valves in order to transfer FISH reagents to the sample. Our system also includes a controller with a main printed circuit board that can control up to 120 solenoid valves and allows users to control the fluidics module via serial communication. We demonstrate the automatic and robust fluid exchange with this system by targeting the alpha satellite repeat in HeLa cell with 14 rounds of sequential hybridization and imaging. We anticipate that this simple and flexible system will be of utility to researchers performing multiplexed in situ assays in a range of experimental systems.

bill_of_materials.xlsx: There are 8 sheets in this file. Except the sheets named ‘Tubings’ and ‘Remaining components’, each sheet lists components for a module and/or assembly described in the step-by-step building guide in the supplementary materials.
fluidics_system_controller_PCB_design_files.zip: KiCAD design files for the controller PCB
Eppendorf_tube_adaptor_3D_print_files.zip: STL files for 3D printing the Eppendorf tube adaptor and the slot panel that is designed for arranging and securing the adapters
laser_cut_acrylic_panel_organizer.ai: Illustrator file for laser cutting the panels for assembling the structural frame and the Eppendorf tube adapter array
controller_case_laser_cut.3dm: Rhrinoceros design file for laser cutting the controller case
case_for_pressure_regulator_laser_cut.pdf: pdf file for laser cutting the pressure regulator case
large reservoir holder.stl: STL file for 3D printing the large reservoir holders for securing large glass bottles for the washing buffer and displacement buffer used in the 14-round sequential FISH imaging demonstration experiment
user interface app for flow rate calibration.zip: Python scripts for the user interface app for automatic flow rate calibration
NIS-Element Macro codes.zip: Folder with NIS-Element Macro code for running the fluidics system and routines for the fluid exchange in the 14-round sequential FISH imaging demonstration experiment
Fluidics System Controller with ESP32: Folder with source code for the firmware of the controller PCB
image data: Folder with image data for Figure 3, 4, and 5
DOI: 10.17632/3kt8gyckfb
title: Sociodemographic profile, functionality, depression, and frailty as determinants for the risk of abuse and violence against older people in the community: An observational study conducted in Brazil

description: This study aimed to identify the association and risk factors according to the age group of the elderly. This is an observational, cross-sectional study with a quantitative approach carried out with 200 elderly people assisted by Primary Care in Foz do Iguaçu, PR. They were surveyed using instruments for sociodemographic and health characterization, functionality (Lawton and Brody Scale for Instrumental Activities of Daily Living - IADL), frailty (Edmonton Frail Scale - EFE), depression (Geriatric Depression Scale- GDS-15), and risk of violence (Sclate Hwalek-Sengstock Elder Abuse Screening Test - H-S/EAST). The data were analyzed using Excel software version 2010 and the Statistical Package for the Social Sciences. Chi-square and Odds Ratio with 95% CI were used, with a p-value &lt; 0.05. For the 60-70 age group and the over-70 age group, the risk of violence was associated with schooling, functionality, depression, and frailty. The risk of violence was also associated with race for those aged over 70. All the results were significant for the group with no risk of violence. Violence against the elderly is a public health problem, and health managers need to work together to implement new public policy strategies aimed at promoting and protecting this segment of the population.
DOI: 10.17632/d4r2vx4n4t
title: LTP expression mediated by autonomous activity of GluN2B-bound CaMKII

description: LTP expression mediated by autonomous activity of GluN2B-bound CaMKII raw data
DOI: 10.17632/ryct9y97rb
title: Data for the analysis of the impact of sustainability ratings on the corporate value of Chinese food companies

description: This dataset includes data from 75 Chinese A-share listed food companies spanning from 2006 to 2022. It encompasses key financial indicators such as profitability, growth, and leverage, as well as ESG (Environmental, Social, and Governance) ratings. The dataset has been cleaned and processed to support research on the relationship between sustainability ratings and corporate value. The data has been analyzed using Excel and STATA 18.0.
DOI: 10.21233/01sq-e143
title: East Ujimqin Banner ostracode surface sample dataset

description: Raw data for the East Ujimqin Banner ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/n5s22yz8hk
title: Data for: Late Mesozoic carbonatite provinces in Central Asia: their compositions, sources and genetic settings

description: Supplementary 1 - Major and trace elements of the carbonatites and silicate igneous rocks from the Late Mesozoic carbonatite province in Central Asia and neoproterozoic alkaline–ultramafic complex Belaya Zima. Supplementary 2 - Sr-Nd isotopic data for the carbonatites and silicate igneous rocks from the Late Mesozoic carbonatite province in Central Asia and neoproterozoic alkaline–ultramafic complex Belaya Zima.
DOI: 10.17632/ybf2h2tm4j
title: Dataset - Análisis de ciclo de vida de baterías

description: Composición de la estructura de baterías alcalinas y recargables de ion-litio.
DOI: 10.6084/m9.figshare.22302775.v1
title: ChestDR: Thoracic Diseases Screening in Chest Radiography

description: A total of 4,848 frontal radiography images (from 4,848 patients) are provided in ChestDR, collected from two regional hospitals in Hubei and Jiangxi Province, China. A detailed distribution of 19 common thoracic diseases is presented.
DOI: 10.17632/brr9x6cmyf
title: BoneBioreactor-updated

description: This data set contains all the CAD and STL files required to reproduce the bioreactor hardware.
DOI: 10.17632/yz3gnwvzfm
title: Do Pre-trained Language Models Indeed Understand Software Engineering Tasks?

description: Datasets and code in "Do Pre-trained Language Models Indeed Understand Software Engineering Tasks?"
DOI: 10.6084/m9.figshare.28831154.v1
title: data_for_research(<b>reverse-coded</b>).xlsx

description: This dataset contains the fully preprocessed and reverse‑coded survey data used in “Interplay of Internal and External Factors in Adolescent Risk‑Taking: Insights from Latent Profile and Network Analyses,” submitted to <i>Journal of Social and Personal Relationships</i>. It includes responses from 1,159 Chinese first‑year undergraduates (M_age = 18.2, 62.3% female) collected between May and October 2023 at a university in Guangzhou.<b>Contents</b><b>Demographics:</b>Participant IDAge, sex, only‑child status, urban/rural originHousehold monthly income bracketSubjective social and school status (MacArthur Scale scores)<b>Psychosocial Measures:</b><b>Brief Self‑Control Scale (BSCS):</b> 7 items (reverse‑coded; higher = poorer self‑control)<b>Perceived Social Support Scale (PSSS):</b> 12 items (family, friends, significant others)<b>Family APGAR:</b> 5 items measuring family function<b>Interpersonal Sensitivity (SCL‑90 subscale):</b> 9 items (reverse‑coded; higher = greater sensitivity)<b>DOSPERT Risk‑Taking (RT) Subscale:</b> 30 items across five domains (Ethical, Financial, Health/Safety, Recreational, Social)<b>Data Structure & Processing:</b>All scales scored according to original manuals; two reverse‑coding steps applied (BSCS, SCL‑90 interpersonal sensitivity)Cases with aberrantly fast or patterned responding were excluded (final N = 1,159)No missing data remain; raw item scores and composite subscale scores are providedVariables are labeled consistently for latent profile analysis (LPA) and subsequent network analysis<b>Usage Notes</b>Intended for replication of latent profile analyses (identifying four interpersonal profiles: SI, IH, IL, SC) and network models (bridge node detection)Each row represents one participant; columns include both item‑level and aggregated subscale scoresRecommended software: R (packages <b>tidyverse</b>, <b>poLCA</b> or <b>mclust</b>, <b>qgraph</b>/<b>bootnet</b>)
DOI: 10.17632/gxpbt9d557
title: Data for: I'd lie for you.

description: Data for "I'd Lie for You" experiment. See "ReadMe" file.
DOI: 10.17632/2t325gyjvb
title: Russian steel companies

description: This file provides dataset for the research on determing factors in a Russian steel-mill company capitalisation. The dataset includes data on capitalisation, net income, debt, dividends, ESG, exchange rate, LME index for non-ferrous metals, FOB for ferrous metals, vertical integration, sanctions, oil prices, steel taxes, key rate, stock exchange index, share of Russian production in world crude steel production, share of export in Russian production of crude steel, closing of the financial statements, fixed assets, total assets, earnings. The data is divided in two groups: non-ferrous metals companies, ferrous metals companies.
DOI: 10.17632/ktxyzdvwyw
title: baz1b zebrafish domestication syndrome

description: original data and statistics used for the paper on "baz1b loss-of-function in zebrafish produces phenotypic alterations consistent with the domestication syndrome"
DOI: 10.6084/m9.figshare.19691971.v1
title: DAVIS-NUIUIED_Dataset1.zip

description: A non-uniform illumination underwater image enhancement dataset was built using a neuromorphic vision sensor (DAVIS). The dataset contains event streams and frames, which can be used for research and experimental verification of events and frame fusion algorithms.
DOI: 10.6084/m9.figshare.25854013.v1
title: <b>Genome structure annotation</b> <b>of</b><b> </b><b><i>Arhopalus unicolor</i></b>

description: GFF file of genome annotation of <i>Arhopalus unicolor</i>
DOI: 10.6084/m9.figshare.5128306.v1
title: Supplementary Material for: Melatonin Reduces Hypoglycemia-Induced Neuronal Death in Rats

description: Melatonin, N-aceyl-5-methoxytryptamine, is the main secretory product of the pineal gland and has neuroprotective effects on several brain injuries, including ischemic stroke. In the present study, we hypothesized that exogenous melatonin may decrease hypoglycemia-induced neuronal death through the prevention of superoxide generation. To test our hypothesis, hypoglycemia was induced by injecting human insulin (10 U/kg, i.p.) in rats. Melatonin injection was started immediately after hypoglycemia (10 mg/kg, i.p.). The first melatonin injection was performed at the end of a 30-min isoelectric EEG period. The second and third injections were administered at 1 and 3 h after the first injection. Reactive oxygen species generation, as detected by dihydroethidium staining, was significantly reduced by melatonin treatment. Neuronal injury was reduced by the treatment of melatonin in the hippocampal CA1 and dentate granule cells. Microglia activation was robust in the hippocampus after hypoglycemia, which was almost completely prevented by melatonin treatment. Hypoglycemia-induced cognitive impairment was also significantly prevented by melatonin treatment. The present study suggests that melatonin has therapeutic potential to prevent hypoglycemia-induced brain injury.
DOI: 10.17632/vncj8cn6xs
title: Dataset for "Engineering the cyanobacterial ATP-driven BCT1 bicarbonate transporter for functional targeting to C3 plant chloroplasts"

description: The ATP-driven bicarbonate transporter BCT1, a four-component complex in the cyanobacteria CO2 concentrating mechanism (CCM), could enhance photosynthetic CO2 assimilation in plant chloroplasts. However, directing its subunits (CmpA, CmpB, CmpC and CmpD) to three chloroplast sub-compartments is highly complex. Investigating BCT1 integration into Nicotiana benthamiana chloroplasts revealed promising targeting strategies using transit peptides from the intermembrane space (IMS) protein Tic22 for correct CmpA targeting, while the transit peptide of the chloroplastic ABCD2 transporter effectively targeted CmpB to the inner envelope membrane (IEM). CmpC and CmpD were targeted to the stroma by RecA and recruited to the IEM by CmpB. Despite successful targeting, expression of this complex in CO2-dependent E. coli provided no bicarbonate uptake. We then used rational design and directed evolution to generate new BCT1 forms which were always active. Several mutants were recovered, including a CmpCD fusion. Selected mutants were further characterized and stably expressed in Arabidopsis but the transformed plants did not have higher carbon assimilation rates or decreased CO2 compensation points in mature leaves. While further analysis is required, this directed evolution and heterologous testing approach presents potential for iterative modification and assessment of CCM components to improve plant photosynthesis.
DOI: 10.17632/36xvmr4mjj
title: In silico predicted therapy against chronic Staphylococcus aureus infection leads to bacterial clearance in vivo. Lito A. Papaxenopoulou et. al.

description: Raw experimental data. Heat-killed treatment with either Staphylococcus aureus or Streptococcus pyogenes against chronic Staphylococcus aureus infection.
DOI: 10.6084/m9.figshare.26434000.v1
title: Trained CD4 T cell (sc) DNA-only models

description: Trained sequence-to-expression models using CD4 T cells.
DOI: 10.6084/m9.figshare.4731850.v3
title: The evolution of venom by co-option of single copy genes

description: The classic model for the evolution of novel gene function is through gene duplication followed by evolution of new function by one copy (neofunctionalization). However, other modes have also been found, such as novel genes arising from non-coding DNA, chimeric fusions, and lateral gene transfers from other organisms. Here we use the rapid turnover of venom genes in parasitoid wasps to study how new gene functions evolve. In contrast to the classic gene duplication model, we find that a common mode of acquisition of new venom genes in parasitoid wasps is co-option of single copy genes from non-venom progenitors. Transcriptome and proteome sequencing reveal that recruitment and loss of venom genes occur primarily by rapid cis-regulatory expression evolution in the venom gland. Loss of venom genes is primarily due to down-regulation of expression in the gland rather than gene death through coding sequence degradation. While the majority of venoms have specialized expression in the venom gland, recent losses of venom function occur primarily among genes that show broader expression in development, suggesting that they can more readily switch functional roles. We propose that co-option of single copy genes may be a common but relatively understudied mechanism of evolution of new gene functions, particularly under conditions of rapid evolutionary change.
DOI: 10.17632/7t3zk66kxt
title: Dataset for "Mrgprb4-lineage neurons indispensable in pressure induced pleasant sensation are polymodal"

description: The Mas-related G-protein-coupled receptor b4 (Mrgprb4) neurons in dorsal root ganglia and fibers in hairy skin, were known to be involved in massage-like stimulation induced conditioned place preference and mediate dopamine release and female receptive posture during sexual activities. They were considered to be activated by soft brush stroking, innocuous or noxious mechanical stimuli. How Mrgprb4-lineage neurons encode diverse somatic inputs remains unclear. In this research, a new behavioral paradigm (Mild Pressure Conditioned Place Preference, MP-CPP) was conducted to evaluate the indispensability of Mrgprb4-lineage neurons in the pleasantness caused by pressure on the nape. Control mice earned higher CPP score in pressure-paired compartment than Mrgprb4-lineage neurons ablation mice. Ablation mice lost the preference for pressure-paired compartment. We investigated the response patterns and coding characteristics of the Mrgprb4-lineage neurons to diverse somatic stimuli. The results showed that the number of Mrgprb4-lineage neurons activated by pressure was significantly higher than that of brush and pinch. The Ca2+ transients activated by pressure and brush were higher than that of noxious pinch. Noxious 50°C and 0°C stimulation activated more Mrgprb4-lineage neurons than that of innocuous 15°C or 43°C. The Ca2+ fluorescence to 50°C, 0°C, and 43°C stimuli was also more robust than 15°C. Further analysis of the co-activating mechanosensitive and thermosensitive polymodal neurons showed that pressure evoked higher fluorescence than that of 0°C and 43°C. Our results suggest that Mrgprb4-lineage neurons are needed to transmit pleasant sensation. Mrgprb4-lineage neurons are functional polymodality, with coding preferences for pressure or bush and 50°C or 0°C.
DOI: 10.17632/2vzydvbtsk
title: БИОЛОГИЧЕСКИЕ ОСОБЕННОСТИ МЕКСИКАНСКОГО ЗЕРНОВОГО ЖУКА (PHARAXONOTHA KIRSCHII RTT.) В УСЛОВИЯХ СИНАНТРОПИЗАЦИИ ВИДА И ОБУСЛОВЛЕННОГО ЭТИМ РАСШИРЕНИЯ АРЕАЛА

description: Первое указание на вредоносную деятельность мексиканского зернового жука в научной литературе датируется концом XIX века: оно базируется на сообщении о наблюдении за не попадавшим до этого в поле зрения энтомологов жуке-вредителе на Всемирной Колумбийской выставке (“World's Columbian Exposition”), прошедшей в г. Чикаго, штат Иллинойс (США) в 1893 г.
DOI: 10.17632/2f982h6vg3
title: sEMG 4 channel 8 gestures dataset

description: Dataset and basic functions to extract data. Data was sampled at 500Hz samples of approximatly 3 seconds, 10 times for each gesture.

This data was recorded in June 2020.
To extract the data:
1. Load dataset.mat in matlab
2. execute X = prepare()
dataset.mat contains an struct 'matrix' with 7 fields:
-matrix.emg 2D single array with the channel as column and row as sample number
-matrix.reobject labels 1D int8 vector for each 8 gestures (1-8)
-matrix.restimulus 1D int8 vector always one (not used)
-matrix.rerepetition 1D int8 vector repetition number of each sample (1-10)
-matrix-subject single 1 (not used)
-matrix-daytesting single 3 (not used)
-matrix.time single 1 (not used)
DOI: 10.17632/h354tpx3s9
title: Pupil size and Dehumanization

description: Manuscript entitled "Dehumanization at first sight: Observed pupil size predicts ascriptions of humanity (but not to everyone)". Naira Delgado1, Marco Brambilla2, Laura Rodríguez-Gómez1, and Lasana T. Harris3 1University of La Laguna, Spain 2University of Milano-Bicocca, Italy 3University College London, UK
DOI: 10.17632/vw78jpgpyv
title: In-process laser scanning for defect detection in material extrusion additive manufacturing

description: The repository includes the following: 
1- Specimen G-code Files
2- Laser Profiler Data
3- Processed Point Cloud Data
4- Specimen Post-Print Images
5- Thickness gage Testing
6- Complex Specimen Printing and Scanning
DOI: 10.15468/dl.7dg5py
title: Occurrence Download

description: A dataset containing 6325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Dolichovespula saxonica (Fabricius, 1793)"
 ]
}

 The dataset includes 6325 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009305-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vhm4vk46ck
title: Data and Codes

description: This folder contains the data used in the paper titled "World Prices and Business Cycles in a Small Open Input-Output Economy". It also contains the replication files and codes.
DOI: 10.6084/m9.figshare.14828160.v1
title: A tale of two gender inequalities: examining occupational segregation and glass ceiling in Korea

description: This is for supplementary material for the article, “A tale of two gender inequalities: examining occupational segregation and glass ceiling in Korea.”