cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18405230
title: Dataset - WHAT MOTIVATES TEENAGERS TO ENGAGE IN PHYSICAL EXERCISE AT THE GYM?
title: O QUE MOTIVA OS ADOLESCENTES A PROCURAR ACADEMIAS PARA A PRÁTICA DE EXERCÍCIO FÍSICO?

description: O dataset é composto por dados coletados por meio de um questionário estruturado, aplicado a indivíduos praticantes de exercício físico em ambientes de academia. Seu objetivo principal é caracterizar o perfil sociodemográfico dos respondentes, bem como compreender aspectos relacionados à experiência de treinamento e aos fatores motivacionais que os levaram a buscar a prática de exercícios físicos em academias, especificamente no contexto da cidade de Varginha–MG.

Cada registro do conjunto de dados corresponde à resposta individual de um participante e contém os seguintes campos:





Carimbo de data/hora: indica o momento exato em que o questionário foi respondido, permitindo controle temporal da coleta de dados.




Sexo: variável categórica que identifica o sexo do respondente.




Idade: variável numérica que informa a idade do participante no momento da resposta.




Há quanto tempo você treina em ambiente de academia?: variável categórica ou ordinal que representa o tempo de experiência do indivíduo com treinamento em academias.




Você treina em academia na cidade de Varginha-MG?: variável categórica dicotômica (sim/não) que identifica se o respondente frequenta academias localizadas no município de Varginha–MG.




Qual o principal fator que lhe motivou a procurar o ambiente de academia para a prática de exercício físico?: variável categórica nominal, de escolha única, que aponta o principal fator motivacional do respondente (por exemplo, saúde, estética, desempenho físico, qualidade de vida, entre outros).



Esse dataset possibilita análises descritivas e inferenciais relacionadas ao perfil dos praticantes de academia, à distribuição de características demográficas, ao tempo de prática e aos principais fatores motivacionais associados à adesão ao exercício físico em academias.
DOI: 10.15468/dl.9fw5n2
title: Occurrence Download

description: A dataset containing 2364 records in GBIF matching the query:
SELECT
 '482' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 46.479780028101516
 AND decimalLatitude &lt;= 51.21395264452012
 AND decimalLongitude &gt;= 62.94398091796209
 AND decimalLongitude &lt;= 73.49581818030033
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 2364 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003867-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31171756
title: Pre–Post Rehabilitation Outcomes and Clinical/Demographic Variables (Thesis Sample)

description: This dataset contains an anonymized sample of participants from a rehabilitation program, compiled for thesis analyses. It includes pre- and post-intervention measurements of health-related quality of life (SF-36 Physical and Mental Component Summary scores), functional performance (Berg Balance Scale), depressive symptoms (Beck inventory), independence in activities of daily living (Barthel Index), depressive symptoms screening in older adults (Yesavage GDS short and 15-item versions), and caregiver burden (Zarit scale), when available.For each participant, the dataset also provides the time interval between evaluations (days), computed change scores (post minus pre; “Delta_<i>” variables), and binary indicators of improvement (“Mejora_</i>” variables). Additionally, basic demographic variables (age, sex, year/month of birth) and encoded categorical variables (diagnosis and program) are included, along with service/discipline indicators (e.g., nursing, physiatry, speech therapy, kinesiology, psychology, occupational therapy, social work).The data are provided in tabular format for reuse in statistical analyses of rehabilitation outcomes. No direct identifiers are included.
DOI: 10.6084/m9.figshare.31171756.v1
title: Pre–Post Rehabilitation Outcomes and Clinical/Demographic Variables (Thesis Sample)

description: This dataset contains an anonymized sample of participants from a rehabilitation program, compiled for thesis analyses. It includes pre- and post-intervention measurements of health-related quality of life (SF-36 Physical and Mental Component Summary scores), functional performance (Berg Balance Scale), depressive symptoms (Beck inventory), independence in activities of daily living (Barthel Index), depressive symptoms screening in older adults (Yesavage GDS short and 15-item versions), and caregiver burden (Zarit scale), when available.For each participant, the dataset also provides the time interval between evaluations (days), computed change scores (post minus pre; “Delta_<i>” variables), and binary indicators of improvement (“Mejora_</i>” variables). Additionally, basic demographic variables (age, sex, year/month of birth) and encoded categorical variables (diagnosis and program) are included, along with service/discipline indicators (e.g., nursing, physiatry, speech therapy, kinesiology, psychology, occupational therapy, social work).The data are provided in tabular format for reuse in statistical analyses of rehabilitation outcomes. No direct identifiers are included.
DOI: 10.7910/dvn/qdtonj
title: Replication Data for: Judge Ideology and Corporate Tax Planning

description: Replication Data for "Judge Ideology and Corporate Tax Planning" (accepted for publication at JFQA in 2026)
DOI: 10.15468/dl.gjv2e3
title: Occurrence Download

description: A dataset containing 67026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "DatasetKey is Norwegian Species Observation Service",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is December",
 "OccurrenceStatus is Present",
 "Year 2024-2024"
 ]
}

 The dataset includes 67026 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003869-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.d2547d88k
title: Annual grass invasions and wildfire deplete ecosystem carbon storage by &gt;50% to resistant base levels

description: Ecological disturbance can affect carbon storage and stability and is a
 key consideration for managing lands to preserve or increase ecosystem
 carbon to ameliorate the greenhouse gas problem. Dryland soils are massive
 carbon reservoirs that are increasingly impacted by species invasions and
 altered fire regimes, including the exotic-grass-fire cycle in the
 extensive sagebrush steppe of North America. Direct measurement of total
 carbon in 1184 samples from landscapes of this region that differed in
 invasion and wildfire history revealed that their impacts depleted soil
 carbon by 42-49%, primarily in deep horizons, which could amount to
 24.8-29.0 Tg carbon lost across the &gt;500,000 ha affected annually.
 Disturbance effects on soil carbon stocks were not synergistic, suggesting
 that soil carbon was lowered to a base-level ‘floor’, beneath which
 further loss was unlikely. Restoration and maintenance of resilient
 dryland shrublands/rangelands could stabilize soil carbon at magnitudes
 that are relevant to the global carbon cycle.
description: # The invasive grass-fire cycle depletes ecosystem carbon storage by
 &gt;50%, to resistant base levels This readme provides metadata for the
 raw dataset associated with the publication "Annual grass invasions
 and wildfire deplete ecosystem carbon storage by &gt;50% to resistant base
 levels" (2024), Maxwell. T.M., Quicke, H., Price, S.J., Germino, M.J.
 Communications Earth and Environment. The dataset is found at
 [https://doi.org/10.5061/dryad.d2547d88k](https://doi.org/10.5061/dryad.d2547d88k) and the research article at [https://doi.org/10.1038/s43247-024-01795-9](https://doi.org/10.1038/s43247-024-01795-9).  All information required to interpret each column of data are provided in a 'metadata' tab within each file. **Files** Biomass.xlsx - Standing and litter herbaceous and woody biomass BulkDensity.xlsx - Bulk density of all soil samples LinePointIntercept.xlsx - Raw plant cover data for each plot SoilCarbon_raw.xlsx - Raw soil carbon data paired with bulk density SoilTexture.xlsx - Soil texture data
DOI: 10.15468/dl.8yde24
title: Occurrence Download

description: A dataset containing 2458 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of parasites of domestic animals in Ukraine (according to the State Service of Ukraine for Food Safety and Consumer Protection)"
 ]
}

 The dataset includes 2458 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003876-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9jfck
title: Occurrence Download

description: A dataset containing 16388 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Globicephala macrorhynchus"
 ]
}

 The dataset includes 16388 records from 343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003875-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/9zh1zh
title: Replication Data for: Nowcasting Firms’ Operating Activities from Satellite Data on Thermal Infrared Radiation

description: Replication package for "Nowcasting Firms’ Operating Activities from Satellite Data on Thermal Infrared Radiation" (accepted for publication in JFQA in 2025) (2025-09-08)
DOI: 10.82294/dvnwlrkt2
title: COPUS Visualización Gráfico de barras. Territorio: Todos. Sector: Educación y Cultura. Año: 2025

description: De acuerdo con las tendencias identificadas en las interacciones entre educadores y estudiantes, estos gráficos presentan la consolidación de las acciones observadas mediante el protocolo COPUS durante el año 2025 en los territorios atendidos. Asimismo, se incluye una sumatoria general que integra todas las observaciones realizadas. También, a diferencia de los dos años anteriores, 2023 y 2024, en este año 2025 se puede encontrar los gráficos COPUS discriminados por sector Educación y Cultural.
DOI: 10.5061/dryad.bcc2fqzkr
title: Diet-induced plasticity of life-history traits and gene expression in outbred Drosophila melanogaster population

description: Food is fundamental for the survival of organisms, governing growth,
 maintenance, and reproduction through the provision of essential
 macronutrients. However, access to food with optimum macronutrient
 composition, which will maximize the evolutionary fitness of an organism,
 is not always guaranteed. This leads to dietary mismatches with potential
 impacts on organismal performance. To understand the consequences of such
 dietary mismatches, we examined the effects of isocaloric diets varying in
 macronutrient composition on eight key organismal traits spanning across
 the lifespan of a large outbred Drosophila melanogaster population (n ~
 2500). Our findings reveal that carbohydrate-reduced isocaloric diets
 correlates to accelerated pre-adult development and boosts reproductive
 output without impacting pre-adult viability and body size. Conversely, an
 elevated dietary carbohydrate content correlated to reduced lifespan in
 flies, evidenced by accelerated functional senescence including
 compromised locomotor activity and deteriorating gut integrity.
 Furthermore, transcriptomic analysis indicated a substantial difference in
 gene regulatory landscapes between flies subject to high carbohydrate vs
 high protein diet, with elevated protein levels indicating transcriptomes
 primed for reduced synthesis of fatty acids. Taken together, our study
 helps advance our understanding of the effect of macronutrient composition
 on life history traits and their interrelations, offering critical
 insights into potential adaptive strategies that organisms might adopt
 against the continual dietary imbalances prevalent in the rapidly evolving
 environment.
description: # Diet-induced plasticity of life-history traits and gene expression in
 outbred Drosophila melanogaster population There are nine worksheets in
 the file 'Mudunuri et al_2023_MS_data for Dryad.xlsx' **Sheets
 Overview** 1. Development: Data related to the pre-adult development time
 presented in Figure 1. 2. Fecundity: Records of fecundity measurements
 under various experimental conditions and presented in Figure 2. 3.
 Young_activity: Activity levels of young flies (on the 12th day from egg
 collection) under different conditions (Figure S6). 4. Longevity:
 Longevity data of male and female across different diet treatments,
 presented in Figure 3. 5. Old_Activity: Activity levels of old male flies
 under varied diet conditions (presented in Figure 4A). 6. Smurf: Data
 pertaining to the 'Smurf' phenotype observed in old female flies
 (presented in Figure 4B). 7. Pre-adult viability: Pre-adult viability data
 of flies under experimental diet regimes (Figure S2). 8. Sex ratio:
 Observations on the sex ratio under experimental diets (Figure S3). 9.
 Body size: Measurements of wing length as a proxy for body size across
 different diet conditions (Figure S3).
DOI: 10.15468/dl.dgusjn
title: Occurrence Download

description: A dataset containing 13437 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is United Kingdom National Whale Stranding Database 1913-2008"
 ]
}

 The dataset includes 13437 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003877-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18405759
title: Figures and Scripts
DOI: 10.5281/zenodo.18405758
title: Figures and Scripts
DOI: 10.15468/dl.2nzk32
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prophysaon coeruleum"
 ]
}

 The dataset includes 149 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003879-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.7wm37pw0x
title: Data from: The role of social attraction and social avoidance in shaping modular networks

description: In this study, we simulated the emergence of networks depending on simple
 rules of social attraction (e.g. access to the highest benefits) and
 social avoidance (e.g. avoiding the highest costs). Individuals vary in
 the degree to which they signal benefits versus costs, and the formation
 of relationships depends on the extent to which these benefits and/or
 costs are perceived. We used matrices containing 2000
 interactions per individual to estimate network properties. 
description: # The role of social attraction and social avoidance in shaping modular
 networks These datasets
 comprise 20 simulations for each of the 20 conditions tested. Each
 simulation comprises 2000-time steps in the Optimal Relationship Model. ##
 Description of the data and file structure Datasets included: 1.
 IndNetworkMetrics_ORP: Distribution of benefits and costs per individual
 and across the 20 conditions of study. This data was used to estimate the
 Gini coefficients. Individual network metrics (eigenvector, betweenness
 and strength). 2. GlobalNetworkMetrics_ORP: Values of density, modularity,
 and centralization per condition and different group sizes. Missing values
 are denoted by NA. ## Code/Software The Optimal Relationship Model was
 written in Netlogo v. 6.0. A detailed description of the model according
 to the ODD (Overview, Design concepts, and Details) Protocol and the
 source codes of the model are given in the Supplementary Material of our
 manuscript. For each time step, we recorded the identities of the
 interacting individuals as well as the updated values of their
 relationship weights. We then used the matrices containing 2000
 interactions per individual in our analyses. This dataset gave us the
 resulting network properties found under each of the conditions. This is
 the data available here.
DOI: 10.7910/dvn/cysiaa
title: Bundesweite Befragung zum Umgang mit der Covid-19-Pandemie in Landkreisen und kreisfreien Städten

description: The survey targeted local administrations of all 401 German districts and independent cities. Participants received invitations with individualized links by post and email. Participation was voluntary without incentives; however, the German County Association (Deutscher Landkreistag) supported the survey. The survey was conducted via the Unipark platform and question validity was pre-tested between 02 March and 06 March 2021. Overall, 187 individuals participated: 59% were heads or members of the crisis management team, 7% representatives of the local public health office, 29% mayors, district administrators, or chiefs of staff, and 5% did not provide information about their position.
DOI: 10.82294/dvnmxag1a
title: COPUS Visualización Gráfico de barras. Territorio: Todos. Sector: Educación y Cultura. Año: 2024

description: De acuerdo con las tendencias identificadas en las interacciones entre educadores y estudiantes, estos gráficos presentan la consolidación de las acciones observadas mediante el protocolo COPUS durante el año 2024 en los territorios atendidos. Asimismo, se incluye una sumatoria general que integra todas las observaciones realizadas.
DOI: 10.5061/dryad.dv41ns25n
title: A revised phylogeny of Boletaceae using whole genome sequences

description: The porcini mushroom family Boletaceae is a diverse, widespread group of
 ectomycorrhizal (ECM) mushroom-forming fungi that so far has eluded
 intrafamilial phylogenetic resolution based on morphology and multi-locus
 datasets. In this study, we present a genome-wide molecular dataset of
 1764 single-copy gene families from a global sampling of 418 Boletaceae
 specimens. The resulting phylogenetic analysis has strong statistical
 support for most branches of the tree, including the first statistically
 robust backbone. The enigmatic Phylloboletellus chloephorus from non-ECM
 Argentinian subtropical forests was recovered as a new subfamily sister to
 the core Boletaceae. Time-calibrated branch lengths estimate that the
 family first arose in the early- to mid-Cretaceous and underwent a rapid
 radiation in the Eocene, possibly when the ECM nutritional mode arose with
 the emergence and diversification of ECM angiosperms. Biogeographic
 reconstructions reveal a complex history of vicariance and episodic
 long-distance dispersal correlated with historical geologic events,
 including Gondwanan origins and inferred vicariance associated with its
 disarticulation. Together, this study represents the most comprehensively
 sampled, data-rich molecular phylogeny of the Boletaceae to date,
 establishing a foundation for future robust inferences of biogeography in
 the group.
description: These are genome assemblies produced from Illumina 150bp paired
 end sequences. Sequences were quality pruned and adapter trimmed with
 fastp, then assemblied with SPADES v3.15.0. Assembly quality was assessed
 with BUSCO.
description: # Genome assemblies of Boletaceae specimens from Tremble et al 2024
 [https://doi.org/10.5061/dryad.dv41ns25n](https://doi.org/10.5061/dryad.dv41ns25n) Sequences are DRAFT genome assemblies of Boletaceae specimens, assembled from ~50x Illumina 150bp paired-end sequences with SPADES. It is important to note that gDNA for these specimens was extracted from sporocarps, and thus may contain some non-endogenous bacterial contigs. That being said, in our experience non-endogenous DNA is very rarely widely abundant in these meta-genomes (For example, 1 out of 150 genomes had exhibited bacterial predicted proteins in its proteome... see Tremble et al. 2024 [https://doi.org/10.1101/2023.09.05.556370)](https://doi.org/10.1101/2023.09.05.556370\)) Scaffolds have been sorted and renamed by size, with the naming convention of &gt;SAMPLEID_scaffold_X (X corresponds to scaffold ID)
DOI: 10.5061/dryad.08kprr590
title: The long shadow of the big lie: How beliefs about the legitimacy of the 2020 election spill over onto future elections

description: Has the “big lie”—the false claim that the 2020 election was stolen from
 Donald Trump—shaped citizens’ views of the legitimacy of other U.S.
 elections? We argue that it has. Those who believe Trump’s claim, whom we
 call election skeptics, lack confidence in elections for two inter-related
 reasons. First, because they think 2020 was inaccurately and unfairly
 conducted, they think that other elections will suffer a similar fate, and
 hence think these elections are illegitimate even before any votes are
 cast. Second, while all voters think elections are less legitimate when
 their preferred candidate loses, this effect will be especially large for
 election skeptics, because voter fraud gives them a mechanism to explain
 their candidates’ loss. Using an original panel dataset spanning the 2020
 and 2022 elections, we show strong support for these hypotheses. This has
 important implications for our elections, and their legitimacy, moving
 forward.
description: # The Long Shadow of The Big Lie: How Beliefs about the Legitimacy of the
 2020 Election Spill Over onto Future Elections
 [https://doi.org/10.5061/dryad.08kprr590](https://doi.org/10.5061/dryad.08kprr590) This file contains the codebooks, data, and R scripts necessary to replicate the results of "The Long Shadow of the Big Lie." ## Description of the data and file structure Data are sorted by Figure and Table. Each has its respective Codebook.docx, .sav & .csv data files, and \_Replication.R scripts. R and the *haven* package are both open-source and will allow all researchers the ability to replicate the analyses without losing variable labels and other data information in the .sav files. The .csv files are direct conversions, but lack some meta data that may be helpful with replication. NAs in the original variables represent panelists who did not participate in that wave of the panel. Codes 997 - 999 represent Not Sure, Don't Know, or Skipped Items. 997-998 are often recoded to NAs in the recoded variables, as noted in the R scripts. Descriptions of the study, pre-analysis plan, and additional analyses can be found in the supplement. ## Code/Software All analyses were conducted using R version 4.2.1 (2022-06-23) -- "Funny-Looking Kid" Platform: x86_64-apple-darwin17.0 (64-bit)
DOI: 10.15468/dl.v2p6gb
title: Occurrence Download

description: A dataset listing the 102142 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Estonia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 102142 records were derived from 667 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003871-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14690175
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18442233
title: Privacy-Preserving Skeleton-Based Analysis of Visitor Behavior in Museums
DOI: 10.5281/zenodo.18442234
title: Privacy-Preserving Skeleton-Based Analysis of Visitor Behavior in Museums