cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28637594.v1
title: Raw Data.csv

description: This data shows that the characteristics of short video platforms have a positive and significant impact on digital communication innovation for SMEs. Short video platforms are a new innovation for digital communication innovation for SMEs, especially in Indonesia, which is the country with the second largest number of users of short video-based platforms (such as TikTok, Instagram Reels, and YouTube Short) in the world after the United States, Brazil, and Russia. The strength of short video platform innovation lies in its characteristics, where algorithm-based recommendation systems very easily curate hundreds of videos to be presented to users in a short time interval, thus encouraging more adoption behavior by users.
DOI: 10.6084/m9.figshare.12423800.v4
title: NLR predicts outcomes of COVID-19

description: The purpose of this study was to explore the effectiveness of the NLR taken within 24 h after admission to predict the outcomes of COVID-19 patients, including in-hospital mortality, acute kidney failure (AKI), and ETI.
DOI: 10.17632/7byx73sk82
title: Dataset for oxytetracycline elimination via adsorption and LED-induced photocatalysis using a MIL-53(Al)@Biomass layered hybrid

description: Oxytetracycline (OTC) is one of the most commonly used broad-spectrum antibiotics for treating both humans and livestock. However, when improperly disposed of, OTC poses a significant risk to water bodies due to its inhibitory effect on water nitrification and its impact on the microbiota. Therefore, various treatments are being investigated to address this pressing issue and offer a sustainable solution. 
Adsorption and advanced oxidation processes (AOP) over novel catalytic materials have drawn great attention for OTC removal. Major questions around these technological applications are related to their removal efficiency, catalyst stability and disposal after treatment cycles. Moreover, the elucidation of the underlaying kinetic and thermodynamic mechanisms governing these processes are also of paramount importance for process design and optimization.
Accordingly, here we provide a complete dataset on the application of a novel MIL-53(Al)@Biomass layered hybrid (MIL-53(Al)@RH) for the removal of OTC from water bodies via adsorption and LED-driven photocatalysis. The MIL-53(Al)@RH was synthetized by a microwave-assisted solvothermal method enabling the in-situ hybridation of MIL-53(Al) with rice husk (RH). The dataset includes information on the pristine materials (MIL-53(Al) and rice husk), the MIL-53(Al)@RH, and a Carbon-Al obtained via pyrolysis of the saturated MIL-53(Al)@RH (affter adsorption). The information includes characterization results from several techniques viz. FTIR-ATR, XRD, SEM-EDX, N2-physisorption, Py-GC-MS, DRS, and pHZ. 
Moreover, data on BATCH adsorption experiments and AOP with MIL-53(Al)@RH is also provided. Adsorption data include information on the effect of MIL-53(Al)@RH dosage, solution pH, and kinetics measurements at different initial concentrations of OTC. Moreover, photocatalytic activity was tested at different oxidant doses (H2O2), OTC concentrations using a Led-light source. 
The data is organized in three folders:
Folder 1: Hybrid and Carbon-Al characterization data: Include a complete set of characterization results for pristine materials, MIL-53(Al)@RH and recovered Carbon-Al after hybrid saturation. Here the reader will find the XRD patterns, N2 adsorption-desorption isotherms along with pore size distributions. Moreover, the pHz profile, SEM images, and a Py-GC-MS analysis on the catalyst decomposition are also provided.
Folder 2: Adsorption data: This folder summarizes the results of the adsorption experiments including pH and MIL-53(Al)@RH doses, kinetic and equilibrium measurements.
Folder 3: Photocatalysis data: This folder encloses the results of AOP for OTC elimination using MIL-53(Al)@RH as a photocatalyst. Readers will find results from the measurements of preliminary tests and AOP kinetics, catalyst stability cycles, and application of a carbon structure derived from MIL-53(Al)@RH as adsorbent and photocatalyst.
DOI: 10.17632/37mzgdphkt
title: YouTube Data

description: Data of 'The Reliability and Educational Value of YouTube Videos on Infantile Colic'
DOI: 10.17632/ny225jgpwf
title: PCOS

description: Polycystic ovarian syndrome (PCOS) is a chronic disorder with a prevalence of 10% in women worldwide and its etiology still remains poorly understood. Insulin resistance is believed to be a main pathogenic factor involved in metabolic disturbances of PCOS. Butyrylcholinesterase (BuChE) has been shown to be linked with insulin resistance, type 2 diabetes and metabolic syndrome. Reduced activity of paraoxonase 1 (PON1) has also been reported in susceptibility to insulin resistance and the other metabolic diseases. It was to evaluate the enzymatic activity of BuChE, PON1 and their association with insulin resistance in PCOS women. In this case-control study, 56 PCOS women as the case group and 62 non-PCOS women as the control group were enrolled. Menstrual status, metabolic parameters such as fasting blood insulin (FINS), fasting blood sugar (FBS), homeostatic model assessment of insulin resistance (HOMA-IR), body mass index (BMI) was measured. Enzymatic activity of BuChE and PON1 was also measured. PCOS women had significantly higher menstrual irregularity (P=0.001), FINS (P=0.018), HOMA-IR (P=0.034) and BuChE activity (P=0.004) and lower PON1 activity (P = 0.006) than control. In PCOS women, BuChE was significantly correlated with BMI. In Insulin resistant women, BuChE activity was significantly higher in PCOS than control (P=0.012). No significant relationship was found between BuChE and PON1 activity in PCOS patients (P = 0.07). These results indicate that higher BuChE and lower PON1 activity are associated with pathogenesis of PCOS and insulin resistance could be a link for this connection.
DOI: 10.6084/m9.figshare.12344003.v1
title: Functional Communication after Stroke

description: Data set
DOI: 10.17632/x2ry7bcm95
title: Code for "A NEW METHOD FOR IDENTIFYING THE ROLE OF MARITAL PREFERENCES AT SHAPING MARRIAGE PATTERNS"

description: Naszodi, Anna and Francisco Mendonca (2021) A new method for identifying the role of marital preferences at shaping marriage patterns. Journal of Demographic Economics, 1-27. doi: https://doi.org/10.1017/dem.2021.1 Naszodi and Mendonca (2021) develop a new method for transforming contingency tables. The transformation preserves the Liu-Lu matrix of the table while making the marginal distributions equal to their target marginals. This transformation is essential for counterfactual decompositions where assortativity in marital preferences is assumed to be characterized by the measure proposed by Liu and Lu (2006) for dichotomous assorted trait variables, or by the generalized Liu-Lu matrix (developed by Naszodi and Mendonca for polytomous ordered assorted trait variables). Naszodi and Mendonca (2021) illustrate the application of the new method by a counterfactual decomposition. They decompose changes in the prevalence of homogamy in the US between 1980 and 2010. The uploaded files allow one to replicate all the calculations in the paper and to apply the new method in other empirical settings as well. The method is suitable for analyzing marital sorting along a polytomous ordered trait variables (such as the highest level of educational attainment, or income bracket), but also for analyzing inter-generational mobility. The new method is implemented in Excel, Visual Basic, and R.
DOI: 10.17632/hxrsr77n2d
title: Data from: Trait-driven spillover of pollinators across forest-soybean edges

description: Study sites and pollinator samplings
Samplings were conducted from December 2010 to January 2011 in Córdoba, central Argentina. A total of nine circular landscapes (500 m in diameter, hereafter referred to as sites) was chosen, focusing on sites that covered a gradient of forest coverage proportion (from 0.05 to 0.79), with the unforested area occupied mainly by soybean crops. Within each site, pollinators were sampled at six locations: forest interior (at 25 m into the forest from the edge), forest edge (at the first 5 m into the forest from the edge), and within soybean crops at 5, 25, 50, and 100 m from the forest edge. At each location, one yellow pan trap (34 cm diameter and 9 cm depth) was placed at the ground level to collect pollinators. Traps were active for 72 hours in two periods, coinciding with two phenological phases of soybean: late vegetative/early flowering and mass-blooming. After the collecting periods, trap contents were filtered and kept in plastic cups containing 70% ethanol. Flower-visiting hymenopterans (i.e., Apoidea, Vespoidea) were separated for further identification. Species were identified using keys, reference collections, and expert IDs from iNaturalist. In some cases, specimens were identified at the genus or morphospecies level. Ants (Formicidae) and other flightless hymenopterans were excluded from the analysis due to their limited representation and poor role as pollinators. 

Pollinator life-history traits
 We obtained information on eight life-history traits widely recognized in hymenopterans for their relevance in pollination ecology and their potential responsiveness to landscape transformation. For dispersal ability, we measured (1) Community Weighted Mean (CWM) of forewing length from the tegula to the wing apex as a proxy for body size. Regarding life cycle, we included three traits: (2) social behavior, categorized as social or solitary; and (3) cleptoparasitism. For nesting, we included two traits: (4) nesting mode, categorized into nest builders (species that build their own nest), users of nests made by other insects, and users of pre-existing cavities; and (5) nesting location, categorized as below-ground nests (subterranean or endogeic), above-ground (epigeic), or both. In terms of feeding, we included four traits: (6) main food resource of the larvae, categorized as entomophagous (predators, parasitoids, cleptoparasites) or phytophagous (nectar and pollen feeders); (7) flower diet type, categorized as specialist or generalist, with specialists feeding on a specific family or genus of plants for pollen, although they may visit other plants for nectar, while generalist bees collect pollen from a wide variety of plant sources; and (8) soybean pollinators, categorized as soybean visitors (insects previously recorded as visitors of soybean flowers) or non-soybean visitors (insects not recorded visiting soybean).
DOI: 10.17632/g5nzp6j3bt
title: Effective Forest Fire Detection Data-set for Heterogeneous Wireless Multimedia Sensor Networks

description: Forest fire images for deep learning.

Please acknowledge the use of this dataset by referencing the following:

Kizilkaya, Burak, Enver Ever, Hakan Yekta Yatbaz, and Adnan Yazici. "An Effective Forest Fire Detection Framework Using Heterogeneous Wireless Multimedia Sensor Networks." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 18, no. 2 (2022): 1-21.
DOI: 10.17632/jc39jzm5jd
title: Impact of Energy Shocks on Productivity and Inflation Revisited: Evidence from South Africa

description: We investigate the effect of energy price shocks on agriculture, industry, and service sector productivity and food, transport, and housing inflation in South Africa from 2008:Q1 to 2023:Q4. Different measures of energy price shocks are generated, and the Impulse Response Function (IRF) and the Forecast Error Variance Decomposition (FEVD) analysis within the Structural Vector Autoregression environment are used to analyze the data. The IRF shows that energy price shocks have a significant and positive short-term effect on agricultural productivity, an insignificant effect on industrial sector productivity, and a significant and negative short-term effect on service sector productivity in South Africa. In addition, the results reveal that energy shocks have significant and positive short-term effects on food and transport inflation and significant and negative short-term effects on housing inflation in South Africa. Moreover, the FEVD results show that energy shocks explain more volatility in agricultural productivity, service productivity, and housing inflation. Therefore, we recommend, among others, that policymakers develop and implement policy measures to prevent the adverse effect of energy price shocks on the service sector and food and transport inflation.
DOI: 10.17632/brxnzynrx9
title: Supplemental Figures: Lymphovascular invasion is an independent predictor of metastasis and disease-specific death in cutaneous squamous cell carcinoma: a multicenter retrospective study

description: Supplemental Figures
DOI: 10.6084/m9.figshare.14484474.v1
title: T4-lysozyme in solution 100ns

description: A system of 11385 molecules (35984 atoms) was simulated.<br>subsection: Simulation settingsA total of 100 ns were simulated with a time step of 2 fs.Neighbor searching was performed every 20 steps.The PME algorithm was used for electrostatic interactions.with a cut-off of 1.2 nm.A reciprocal grid of 60 x 60 x 60 cells was used with 4th order B-spline interpolation.A single cut-off of 1.222 nm was used for Van der Waals interactions.Pressure coupling was done with the Parrinello-Rahman algorithm.
DOI: 10.17632/ht68yhc7px
title: Data-Taxonomic and Functional Diversity of Amphibians in the Pasture-Edge-Interior

description: We share data on edge effect analysis in the tropical dry forest of the Colombian Caribbean.
DOI: 10.17632/g574zx24zb
title: Labelled Two-photon Lithography Dataset (LLNL-MI-808019)

description: This data-set contains labelled videos of Two-Photon Lithography Additive Manufacturing processes. Description of the data's organization and usage are provided in the attached document found in the zipped file.
DOI: 10.17632/p9p8xwm3x4
title: (Dataset) Accessible Platforms for Health

description: Contains the literature review data for the Accessible Platforms for Health scoping review.
DOI: 10.17632/s6bgczr8s2
title: Radiologists Notes for Lumbar Spine MRI Dataset

description: This dataset contains annotations by expert radiologists for the Lumbar Spine MRI Dataset (link provided below). The notes contain information regarding the observed characteristics, condition of the lumbar spine, or presence of diseases, these include bone marrow disease, end plate degeneration, IVD bulges, Thecal Sac compressing, central or foraminal stenosis, annular tears, scoliosis, endplate defects (Modic type), facet joint and Ligamentum Flavum hypertrophy, and spondylolisthesis. You can download and read the research papers detailing our methodology on boundary delineation for lumbar spinal stenosis detection using the URLs provided in the Related Links at the end of this page. You can also check out other dataset and source code related to this program from that section. We kindly request you to cite our papers when using our data or program in your research.
DOI: 10.6084/m9.figshare.28297205.v1
title: This dataset contains information related to physiological measurements and Body Mass Index (BMI) among individuals. It has been used for statistical analyses to generate insights into various health and physiological factors.

description: <br>- <b>Filtyp:</b> Excel file (.xlsx).- <b>Ark: </b>A single sheet contains all the data for analysis.
DOI: 10.17632/cg5m4dnbsv
title: Renewables and Fossil Fuel Trade

description: This dataset combines data from IRENA, IEA and UN COM Trade. It contains power sector capacity and generation by each type of renewable and non-renewable power, domestic production of fossil fuels (coal, oil, gas), and imports of each of these types of fossil fuels. It covers the period from 2000 to 2022. It allows for the analysis of the capacity and generation of renewables, and how these impact fossil fuel use.
DOI: 10.17632/46k8jy8tkf
title: CLE_HCQ_Bar - Supplement

description: This supplemental material provides additional data and analyses supporting the findings presented in the main manuscript.
DOI: 10.17632/rt7w3txv2z
title: Lateral vibration data of an actual 18-story timber-concrete hybrid building

description: The dataset provided in this repository represents the raw data of the lateral vibration collected through on-site tests on an 18-story timber-concrete hybrid building. The dataset consists of the time-series velocity data obtained by microtremor measurement and human-powered excitation tests.

Servo velocity sensors and a data acquisition system composed of an A/D converter, a DC amplifier and a laptop were used to measure the velocity data. The velocity in the longitudinal and the transverse directions of the building were recorded with a sampling rate of 200 Hz in all the tests.

Each Microsoft Excel Spreadsheet (.xlsx) file contains a ‘Data’ sheet and a ’Plot’ sheet. The time-series velocity data are listed in the Data-sheet, while the velocity-time curves are shown in the Plot-sheet. In the Data-sheet, the first column represents the time. The following columns represent the velocity of each sensor. The unit for the time and the velocity are second (s) and cm/s, respectively.
DOI: 10.17632/r7grhtvr8w
title: The presence of cutaneous lupus in systemic lupus erythematosus is associated with an increased risk of mental health disorders: a large-scale, retrospective cohort study

description: Supplementary data for "The presence of cutaneous lupus in systemic lupus erythematosus is associated with an increased risk of mental health disorders: a large-scale, retrospective cohort study".
DOI: 10.15468/dl.bywxyd
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((33.4566 -25.7816,35.1352 -25.1504,26.9648 -25.1504,26.9648 -34.0826,27.209 -34.0314,28.1962 -33.4486,30.3395 -31.6744,31.7308 -29.6968,32.7846 -28.846,33.3559 -27.1274,33.4566 -25.7816))"
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012853-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3znpm68tyy
title: Active, passive warm-up complemented with static or neurodynamic stretching

description: Exploring the acute effects of passive and active warm-up associated to static or neurodynamic stretching on force, electromyography, stiffness and flexibility in healthy, physically active women and men (women = 7 and men = 9).

The first column is volunteer number.

Code are always the same AAAAA_BB_CCC

AAAAA define the variable as follows: 
Max is the maximal voluntary hamstring torque (N.m)
BF is the RMS value of the biceps femoris during the maximal voluntary hamstring contraction (V)
ST is the RMS value of the biceps femoris during the maximal voluntary hamstring contraction (V)
SR is the seat and reach test (cm)
RPE is the rate of perceived exertion
ForceP is the passive torque during a passive stretch (N.m)
Area is the area of the passive torque during a passive stretch
Visco is the viscoelastic (torque decrease during a static stretch (N.m)

BB define the experimental procedure as follows:
C1 is a passive warm-up followed by a static stretch
C2 is a passive warm-up followed by a neurodynamic nerve gliding stretch
C3 is an active warm-up followed by a static stretch

CCC define the time point as follows:
PRE, MID and POST are baseline values, after the warm-up (passive or active) and after the stretch (static or neurodynamic).
DOI: 10.6084/m9.figshare.14382758.v5
title: PISCO_HyM_GR2M_v1.1

description: The<b> PISCO_HyM_GR2M</b> product (Llauca et al., 2021) was developed using gridded (0.1º x 0.1º) meteorological data of precipitation and evapotranspiration from the PISCO dataset (Aybar et al., 2019) of SENAMHI and the conceptual GR2M hydrological model in 3,594 sub-basins and river streams in Peru including transboundary basins (https://hllauca.github.io/PISCO_HyM_GR2M_map/), through a regionalization approach using the Fourier Amplitude Test (FAST) method and two hydroclimatic indices.<br>This new product contains monthly data from January 1981 to March 2020 for the following variables:- PR or precipitation at the sub-basin level in [mm/month].- AE or actual evapotranspiration at the sub-basin level in [mm/month].- SM or soil moisture at the sub-basin level in [mm/month].- RU or runoff at the sub-basin level in [mm/month].- QR or discharge at the river stream level in [m<sup>3</sup>/s].<br>For more details about the data please see the 'Readme.txt' file.<br>
DOI: 10.17632/dyddh9rvvs
title: Local cooling with ice massage improves 4-km running time trial performance in a normothermic environment

description: In the last decades, with advance in exercise physiology and technology research, new strategies to prevent fatigue and increase performance has been development. Ice massage, a cooling strategy, has received notable attention. It was suggested that when it is applied in the skin provides a lower nerve sensory velocity conduction reducing the afferent feedback and promoting an efficient analgesic effect, which might reduce perceived effort and pain during open-loop exercise in a hot environment, but it effects on closed-loop exercise in a normothermic environment is unknown. As exercise-induced pain and exertion may, also, explain exercise tolerance and performance in a closed-loop exercise in a normothermic environment, we investigated in the present study the effect of ice massage on a 4-km running time trial in a normothermic environment. We, also, explored the effect of ice-massage on perceived effort and pain responses.
We demonstrated for the first time that  ice massage before exercise decreased time to complete a 4-km running time trial in a normothermic environment. This reduced time to complete time trial was accompanied by a low perceived pain and a same perceived effort, which suggested that higher velocities was found at same effort. These findings open the possibility to apply ice massage in a practical sport environment to improve endurance performance.
DOI: 10.17632/kwdd5mbg4h
title: SAFmaps - Infrastructure

description: Developed in the context of SAFmaps, containing a georeferenced database on ethanol distilleries, ethanol pipelines and terminals, oil refineries authorized for the production of aviation kerosene and soy processing plants, in Brazil. For ethanol distilleries, the information includes: identification, place, feedstock, products (ethanol/sugar/mix), sugarcane milling capacity (2020), the installed capacity of anhydrous and hydrated ethanol production (2020), and effective production of anhydrous and hydrated ethanol (2019-2020). Ethanol units are registered by ANP. Terminals of the ethanol pipeline system and ethanol pipelines that compose the multimodal logistic system developed by Logum Logística S.A. are made available. For oil refineries, the information includes: identification, place, refining capacity, aviation kerosene and oil processed in 2019 For soy processing plants, the information includes: identification, place, and the status (In operation/Not in operation) in 2018. SAFmaps is a database platform with information on the potential of promising feedstock for the production of Sustainable Aviation Fuels (SAF) in Brazil. SAFmaps includes a database of different feedstocks, background information and assessment results.