cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21746279.v1
title: SoilMoisture&Temperature.xlsx

description: Dataset of hourly soil moisture and soil temperaure measurements at drain gauge plots. Blank cells = no data collected, #N/A = error in data collected.
DOI: 10.6084/m9.figshare.26609904.v1
title: Additional file 1 of A deep learning framework for accurate reaction prediction and its application on high-throughput experimentation data

description: Additional file 1. The table of Dataset 4. It consists of 1558 in-house data points about Buchwald-Hartwig coupling reaction.
DOI: 10.17632/z8gxwdt5dj
title: Dataset for Leak Detection and Localization in Water Distribution Systems

description: Please see the "Summary of Dataset for Leak Detection and Localization in Water Distribution Systems" in the Supplementary Information.
DOI: 10.6084/m9.figshare.3543749.v1
title: Appendix A. Summed deviance of the canopy and basal layer models as a function of the neighborhood distance weighting exponent.

description: Summed deviance of the canopy and basal layer models as a function of the neighborhood distance weighting exponent.
DOI: 10.17632/9y8kh3f4tk
title: Factors influencing customer satisfaction with water service quality in Chile 

description: Data collected between 2012 and 2016 by SISS on the customer´s perception of the quality of the service provided by water supply and sanitation operators. SISS surveys the client population of the 28 largest WSS of the country with a 2% error at a confidence level of 95%.

A Structural Equation Model (SEM) specifically constructed was estimated finding that perceived health risks, service provided by operators, payment service, and price are mainly influenced by the consumer’s perception of water quality and of the payment system confirming that the overall rating given to water and the water supply service is the result of an interaction of multiple factors
DOI: 10.6084/m9.figshare.22299679.v1
title: The Database of Predictive Targets of miRNA let-7b.zip

description: We filtered let-7b binding sites in the 3'UTRs of transcripts encoding proteins involved in fibrogenesis in Mø using online RNA databases. Briefly, we intersected the top 100 most reliable target genes from the miRNA target prediction websites (TargetScan, miRDB and miRBase) and then selected the genes most likely to be associated with fibrosis in macrophages for verification.
DOI: 10.6084/m9.figshare.20138243.v1
title: XYZ coordinates.zip

description: Xmol structure files of species optimized using B3LYP, B98, M06, M06-2X and G4 approaches.
DOI: 10.6084/m9.figshare.28004348.v1
title: Removal Efficiency of Dissolved As and As(III) by Different Amendments in Contaminated Water and Sediment Collected From a Legacy Gold Mine Tailings Impacted Wetland

description: Database for the legacy gold mine contaminated wetland amendment project, the dataset is currently incomplete and not fully formatted.The database contains numerical data from the batch test and sequential extraction experiments, with processed datasets, experimental data (e.g. weights of added sediment for each sample), original labels, figures of processed data, etc.All data was gathered during the summer months of 2024, and data was processed in the following months
DOI: 10.17632/v9yhyrhhp5
title: Lumbopelvic Functional Connectivity

description: This dataset corresponds to the manuscript titled, "Task-Based Functional Connectivity and BOLD Activation During Within-Scanner Performance of Lumbopelvic Motor Tasks: An fMRI Study". This research examined brain activation and task-based functional connectivity during lumbopelvic movements. The SPM.mat file covers the data that was used in the whole brain analysis. The excel file is the bivariate, ROI-to-ROI z-transformed correlation values that were extracted from the CONN toolbox.
DOI: 10.17632/wjydbjv4zb
title: Data for: Attitudes towards change in a growing open economy

description: Our dataset is annual and comprehends the period from 1980 to 2014 for 20 Latin American and 14 Asian countries (Argentina, Bolivia, Brazil, Chile, Colombia, Costa Rica, Dominican Republic, Ecuador, Guatemala, Honduras, Haiti, Jamaica, Mexico, Nicaragua, Panama, Peru, Paraguay, El Salvador, Uruguay, Venezuela; Bangladesh, China, Indonesia, India, South Korea, Sri Lanka, Myanmar, Mongolia, Malaysia, Nepal, Pakistan, Philippines, Singapore, Thailand). The time span was chosen given data availability. Export and import series were obtained from the Atlas of Economic Complexity that uses raw data for goods, as reported to the United Nations Statistical Division (COMTRADE), and for services, from the International Monetary Fund (IMF). We chose a 11-sector level of aggregation because it allows us to address sectoral differences keeping the analysis as simple as possible. Gross Domestic Product (GDP) series and price deflators were obtained from the Penn World Table (PWT) 9.0. For each country, output of the rest of the world corresponds to the sum of GDP of all countries in the PWT minus domestic GDP. Finally, ECI and COI indexes also come from the Atlas of Economic Complexity. The last columns of both files report our estimates of Thirlwall's law.
DOI: 10.17632/295kpjbxb4
title: Social Dimension of Consumer AI Interaction Dataset

description: Resulting database from the final survey used in the article "The Social Dimension of Consumer-AI Interaction: Alienation, Anthropomorphism, and Identity in AI-Mediated Marketing".
DOI: 10.17632/9g3nthjf2z
title: Cold induced pain elicits reproducible breath metabolomic responses across geographically distinct populations

description: Raw files acquired from the analytical platform employed for real-time breath analysis which consists of a SESI source (SUPER-SESI, Fossil Ion Technology, Spain) coupled to a HRMS (Q Exactive Plus, Thermo Fisher Scientific, Germany and the corresponding Exhalion file. Metadata on the subjects, measurement conditions, instrumental parameters, and cold pressor test (CPT) pain response times for the validation cohort and for the discovery cohort.
DOI: 10.17632/n8y7krmr5b
title: The overlooked role of mineral pore geometry in the solid-solution partitioning of (poly)oxyanionic metals

description: The dataset shows the result of The overlooked role of mineral pore geometry in the solid-solution partitioning of (poly)oxyanionic metals
DOI: 10.6084/m9.figshare.11869503.v1
title: Data for Grundy (2020) - JCCS

description: These are the data that were used for the following paper:<br>Grundy, J.G. The effects of bilingualism on executive functions: An updated quantitative analysis. <i>Journal of Cultural Cognitive Science</i>
DOI: 10.6084/m9.figshare.13033847.v1
title: Metadata record for: The Building Data Genome Project 2, energy meter data from the ASHRAE Great Energy Predictor III competition

description: This dataset contains key characteristics about the data described in the Data Descriptor The Building Data Genome Project 2, energy meter data from the ASHRAE Great Energy Predictor III competition. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.17632/3hhy4h3p8g
title: Data for: Six Sigma methodology and post-operative information reporting: a multidisciplinary quality improvement study with interrupted time-series regression

description: Pre- and Post-Intervention Data for Implementation of the Structured Handover Process at Harborview Medical Center (HMC, Seattle, WA) Post-Anesthesia Care Unit.
DOI: 10.17632/c5m94tth9n
title: Interspecies bacterial competition regulates community assembly in the C. elegans intestine

description: This dataset reflects the bacterial loads found in the C. elegans intestine after feeding this nematode with different species of bacteria. We utilized a large array of bacterial species to test the general patterns in gut microbiome assembly. Specifically, the comparison between monoculture colonization and co-culture colonization was used to test for bacterial interspecies interactions occurring during the build-up of this nematode's microbiome.

Interspecies bacterial competition regulates community assembly in the C. elegans intestine
Abstract:
From insects to mammals, a large variety of animals hold in their intestines complex bacterial communities that play an
important role in health and disease. To further our understanding of how intestinal bacterial communities assemble and
function, we study the C. elegans microbiota with a bottom-up approach by feeding this nematode with bacterial
monocultures as well as mixtures of two to eight bacterial species. We find that bacteria colonizing well in monoculture do
not always do well in co-cultures due to interspecies bacterial interactions. Moreover, as community diversity increases, the
ability to colonize the worm gut in monoculture becomes less important than interspecies interactions for determining
community assembly. To explore the role of host–microbe adaptation, we compare bacteria isolated from C. elegans
intestines and non-native isolates, and we find that the success of colonization is determined more by a species’ taxonomy
than by the isolation source. Lastly, by comparing the assembled microbiotas in two C. elegans mutants, we find that innate
immunity via the p38 MAPK pathway decreases bacterial abundances yet has little influence on microbiota composition.
These results highlight that bacterial interspecies interactions, more so than host–microbe adaptation or gut environmental
filtering, play a dominant role in the assembly of the C. elegans microbiota.
DOI: 10.17632/xd4w4w92j7
title: Data associated with ACS Chem Biol 2022 17(9):2519-2527. doi: 10.1021/acschembio.2c00458

description: Data for figures in the main text and the Supporting Information
DOI: 10.6084/m9.figshare.12470177.v2
title: HIV care Access and Retention in Paraguay (HARP) study DATASET AUG 2017 - JULY 2018 with CODEBOOK

description: This dataset was collected as part of the HARP study: HIV care Access and Retention in Paraguay. The study was funded by amfAR, the American Foundation for AIDS Research. It was approved by the University of Pittsburgh IRB in Pittsburgh, PA, USA and by the Universidad Nacional de Asunción IRB in Asunción, Paraguay. It was done with the support of the Paraguayan Program for Control of AIDS and the Paraguayan Institute of Tropical Medicine. The Principal Investigator was Dr. Antonio Spagnolo-Allende, with co-investigators from from the University of Pittsburgh Center for LGBT Health Research, and from Fundación Vencer in Asunción, Paraguay.
DOI: 10.17632/3h3x4d75fh
title: Improving Inland Waterway Transport Reliability: A Study of Influential Events on the Rhine, Main, and Danube.

description: This novel dataset is introduced in the paper titled "Improving Inland Waterway Transport Reliability: A Study of Influential Events on the Rhine, Main, and Danube." It contains Notices to Skippers (NtS) from Europe’s navigable inland waterways. Each NtS includes crucial details on infrastructure and traffic conditions, as well as comprehensive information about all registered events on the waterways from January 2023. This information encompasses the start and end times of events, event types, descriptions, geographical coordinates, and identification codes for affected objects such as locks, berths, bridges, and navigational fairways.

The source of the NtS data is the EuRIS portal, which integrates River Information System (RIS) services to improve traffic and transport management in inland navigation. The portal aggregates data from inland waterway management organizations across 13 European countries. The NtS messages were systematically retrieved from the EuRIS API endpoint, which provides detailed information for each active NtS message, including the original XML message.
DOI: 10.6084/m9.figshare.1621305.v1
title: TSP dataset

description: These data come from https://eden.dei.uc.pt/~paquete/tsp/.
DOI: 10.6084/m9.figshare.27977862.v2
title: Rural residents' income and related driving factors in China

description: The road data was sourced from the OpenStreetMap (OSM) database, which was calculated using the zoning statistics tool in ArcGIS. Demographic and socio-economic data were provided by China Population Census (2010/2020) and China County Statistical Yearbook (2011/2021) (http://data.cnki.net).
DOI: 10.17632/87snfkmtz6
title: A FORTRAN code for the scattering of EM plane waves by an infinitely long cylinder at oblique incidence

description: Abstract The analytical equations for the scattering of electromagnetic (EM) waves from an infinitely long cylinder of arbitrary radius and refractive index at oblique incidence are programmed in FORTRAN. The calculated quantities include the scattering coefficients, the scattering amplitudes and intensities, cross sections for scattering and extinction, and the Mueller scattering matrix elements (S_(ij)). The range of the input parameters (radius, refractive index, and the tilt angle) are discussed... Title of program: ASMAA Catalogue Id: ACGQ_v1_0 Nature of problem This program calculates the Mueller scattering matrix elements (Sij), the extinction and scattering cross sections per unit length, and the squares for the scattered amplitudes of plane waves incident obliquely on a cylinder. The cylinder is infinitely long and has a circular cross section. The material and the radius are arbitrary. Versions of this program held in the CPC repository in Mendeley Data ACGQ_v1_0; ASMAA; 10.1016/0010-4655(92)90178-2 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/jppvzpjwxb
title: Mobile money

description: Enhancing rural access and affordability in Rural mali via mobilemoney
DOI: 10.6084/m9.figshare.c.3682042_d17.v1
title: Curated transcriptome assembly (CDS)

description: Data citation 2: Curated mountain hare transcriptome assembly fasta file (CDS).
DOI: 10.21233/v5nz-nn23
title: Lake Biwa, North Basin ostracode surface sample dataset

description: Raw data for the Lake Biwa, North Basin 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/pnwgmm8f4g
title: ACTi Graphs: Data Collections from Physiological Experiments on Stress and Energy Expenditure

description: This database brings together data collected from ActiGraphs worn by test participants. Each participant wore three ActiGraphs placed on the ankle, waist, and wrist during the tests. The published data has been pre-processed using ActiLife software. This database enabled comparisons between energy expenditure, the number of mistakes made, and participants' self-reported stress levels.
The data is organised into folders, each corresponding to a specific participant. Within each participant’s folder, there are three subfolders and a file. The subfolders contain pre-processed data from the ActiGraphs, categorised by the body location where each sensor was worn (ankle, waist, and wrist). The file named "performance.xlsx" provides details on the participant's performance during the test.
The pre-processed ActiGraph files display the counts from the sensor axes. These counts are calculated by ActiLife software, using a proprietary method that the company has not disclosed. Additional information, such as inclinometer readings and step counts, is also included in these files, although this data was not used in the study.
The "performance.xlsx" file outlines the conditions and results of each task performed by the participants. It specifies the start and end times of each task, the number of errors made, and details about environmental and noise conditions ("Temperature" and "Noise"). This file also contains participants’ responses to a stress questionnaire administered at the end of each task. The questionnaire is available in the attached document titled "Stress Questionnaire.pdf". Additionally, the "NoStress_Processing.py" Python script is provided for data processing.
DOI: 10.17632/27thrhhvxc
title: MACROECONOMICS OF COVID-19 PANDEMIC: A THEORETICAL PERSPECTIVE WITH REFERENCE TO INDIA

description: The pandemic caused by COVID-19 virus and the imposition of great lockdown has thrown the global economy off its feet by putting the trade and commercial in utter impasses. At this juncture, standard wisdom of macroeconomics envisages a massive disruption in supply as well as in demand. This paper seeks to examine the economic fallout of the pandemic in the light of demand-supply constrained macroeconomic equilibrium. It has been illustrated how imposition lockdown led to severe plummeting of aggregate demand with the emergence of poignant aversion to spending at spree in anticipation of future economic predicament. Beside this, investors also become pessimistic leading to investment turning relatively interest inelastic. Under the circumstances, though fiscal expansion to combat the crisis emerged as the linchpin the macro-economic policies, it becomes essential to investigate the efficacy of fiscal stimulus (backed by monetization of deficit) of the government on the real variables of the economy which is addressed in this paper. Besides, this study also reveals the potential risk of overshooting the inflation rate associated with this kind of fiscal stimulus.
DOI: 10.6084/m9.figshare.16583501.v1
title: Comparison of Accidental Pediatric Scald Burns in a Tertiary Care Center: Hot Cauldron Burns versus Accidental Spill Burns.sav

description: This is a spss data of accidental pediatric scald injuries with demographic, baseline clinical, interventional and outcome information
DOI: 10.17632/f9m6c45kb5
title: CAPTCHA_CHAOS_79 - A Dataset of 79 Stylized Characters Tailored for Secure CAPTCHA Applications

description: This dataset comprises a collection of approximately 9,000 high-resolution images representing 79 unique characters, including uppercase and lowercase alphabets (A–Z, a–z), numerical digits (0–9), and a variety of special symbols. Each character is rendered in multiple font styles, background textures, colors, and orientations, creating significant visual diversity and complexity. The dataset emphasizes variations in typography, contrast levels, noise patterns, and distortion effects, making it suitable for tasks involving character recognition, pattern analysis, and robustness testing against varied visual inputs. All images are uniformly labeled and categorized based on their respective character classes, ensuring ease of use for training and evaluation in machine learning workflows.
DOI: 10.6084/m9.figshare.26359963.v1
title: Metadata for mollusk genomes and habitat

description: This is metadata recovered for available genomes of Molluscs. Data retrieved Oct 2023 using ncbi datasets.
DOI: 10.6084/m9.figshare.23870073.v1
title: <b>Mechanical Properties Assessment of Indigenous Timber Wood Species in Southeastern Nigeria</b>

description: Provides the bending and compression test data of four timber species sourced from southeastern Nigeria: <i>Alstonia congensis</i>, <i>Ceiba pentandra</i>, <i>Milicia excelsa</i>, and <i>Terminalia superba</i>.
DOI: 10.6084/m9.figshare.24428170.v1
title: GFAP stained patches with annotations

description: The folder contains the train/ and individual test splits: test_05019_cohort_1/, test_05019_cohort_2/ and test_03557/ sub folders. Each of them have corresponding annotations with the exact same name. 

test_*_consensus.json: consensus annotations corresponding to each subset
test_*_*_*.json: individual junior, mid-level (medior) or expert test set annotations for the specified subset
train.json: the train set expert annotations
DOI: 10.6084/m9.figshare.22590472.v1
title: Plasma lipidomics of Primary Biliary Cholangitis and Its Comparison with Sjögren's Syndrome

description: Raw data of plasma lipidomics of primary biliary cholangitis and its comparison with sjögren's syndrome. <br>
DOI: 10.6084/m9.figshare.23310014.v1
title: Fig_S9_OscillatoryRheology_SourceData

description: Rapid self-healing tests of 1% (w/v) <strong>P5 </strong>hydrogels crosslinked by different CCLs. The samples were sheared at 1000% (disruption) and 10% (recovery) strain at 1.6Hz, 37°C for 5 repetitive cycles.
DOI: 10.17632/jpvk5rjksk
title: Study of MK-associated phage

description: Data sets related to "Combined actions of bacteriophage-encoded genes in Wolbachia-induced male lethality" (iScinece).
DOI: 10.17632/t637j3pgmc
title: Data for: Sector-zoned clinopyroxene as a recorder of magma history, eruption triggers, and ascent rates

description: Supplementary Tables 1-5
DOI: 10.17632/zs4w3mdtbx
title: LCSC VOC 2021-2022 Indoor Disinfectant Dataset

description: This dataset is of indoor air measurements before, during and after use of COVID-19 disinfectants [Lysol® Power Bathroom Cleaner (2.50% citric acid), Clorox™ Clean-Up Cleaner+Bleach Original (1.84% sodium hypochlorite),  diluted Clorox™ Regular Bleach (0.1% sodium hypochlorite), LabChem Reagent Grade Isopropanol (70% isopropanol in water), and EcoLab® Peroxide Multi Surface Cleaner and Disinfectant (8% hydrogen peroxide)]. 

Air samples were collected via sorbent tubes and analyzed through thermal desorption-gas chromatography-mass spectrometry (TD-GC-MS). Concentration levels and thus human exposure levels of 112 volatile organic compounds (VOCs) in indoor air were assessed in educational (office and classrooms) and residential (bathrooms and kitchens) spaces.
DOI: 10.6084/m9.figshare.4541233.v1
title: S2 Table Phyla data summary.xlsx

description: Summary of fecal bacterial abundance in dogs with MUO
DOI: 10.17632/gpxrsnf7pb
title: Head-to-head comparison of four hyaluronic acid dermal fillers for lip augmentation: a multi-center randomized, quadruple-blind, controlled clinical trial.

description: Supplementary Material with details pertaining to our eponymous paper in the Journal of the American Academy of Dermatology.
DOI: 10.15468/dl.apgka7
title: Occurrence Download

description: A dataset containing 161 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 Marasmarcha lunaedactyla (Haworth, 1811)"
 ]
}

 The dataset includes 161 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009308-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hx8g373hpt
title: Halting hepatocellular carcinoma: identifying intercellular crosstalk in HBV-driven disease

description: The original experimental data from this study.
DOI: 10.6084/m9.figshare.21731144.v1
title: Mean-standard deviation based electric vehicle routing problem using Lagrangian relaxation and extended alternating direction method of multipliers based decomposition algorithm

description: This is the experimental data of the manuscript entitled “A novel collaborative electric location routing problem with battery-swapping stations considering range anxiety”. Problem sets A, B and P are modified from a classical capacitated vehicle routing problem dataset which was proposed by Augerat according to the characteristics of this study. Problem set C is generated by computation simulation.In each data set, the maximum distance and maximum weight of the electric vehicles, the number and coordinates of the depots, the coordinates and demands of the customers and the coordinates of the alternative battery-swapping stations are given.
DOI: 10.17632/djppv7y8yp
title: Effect of intravenous lidocaine on postoperative cognitive dysfunction in elderly patients undergoing video-assisted thoracoscopic lobectomy: a randomized controlled trial

description: Effects of lidocaine on cognitive function and cerebral oxygen metabolic rate in patients with single lung ventilation.