cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/x30a-w081
title: Dacey Reservoir Lower diatom surface sample dataset

description: Raw data for the Dacey Reservoir Lower diatom 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: 10.7910/dvn/cvzmnv
title: CONSORT checklist for: Comparing drug regimens for clearance of malaria parasites in asymptomatic adults using PCR in Kilifi County, Kenya: an open-label randomised controlled clinical trial (MalPaC)

description: This dataset contains CONSORT checklist for ‘Comparing drug regimens for clearance of malaria parasites in asymptomatic adults using PCR in Kilifi County, Kenya: an open-label randomised controlled clinical trial’
description: <strong>Related Dataset:</strong><br>
Replication Data for: Comparing drug regimens for clearance of malaria parasites in asymptomatic adults using PCR in Kilifi County, Kenya: an open-label randomised controlled clinical trial (MalPaC)", https://doi.org/10.7910/DVN/HJHSIC
DOI: 10.7910/dvn/rg1gyg
title: Replication Data for: Voting with Putin: Gender, LGBT Rights, and Tacit Support for Russia among Europe's Parliamentarians

description: What explains the variation between and within Europe's political parties over how to respond to Russia's international aggression and domestic illiberalism? We examine this question using a unique dataset of votes on 1140 resolutions and amendments that explicitly target Russia in the Parliamentary Assembly of the Council of Europe (PACE) between 2007-2021. We argue that Putin's portrayal of Russia as a defender of traditional family values against liberal egalitarianism, especially against LGBT rights, contributes to divisions between and within Europe's parties. Consistent with this argument, we find that women and parliamentarians who express support for LGBT rights have become less likely to support Russia compared to other members of their national parties. However, this applies mostly to female MPs within culturally liberal parties and only becomes apparent after Putin's culturally conservative turn. In addition, parties with more women in leadership become less likely to support Russia. We identify these effects using national party fixed effects and by matching on observables. We discuss the implications for understanding European responses to Russia as well as the literature on gender, foreign policy, and legislative behavior.
DOI: 10.7910/dvn/5oidy9
title: Population Projections by Age, Sex, Year and Neighborhood in Bogota, Colombia, 2018-2024

description: This dataset is part of the ESCALA (Study of Urban Health and Climate Change in Informal Settlements in Latin America) project that was funded by the Lacuna Fund of the Meridian Institute https://lacunafund.org/. 

This dataset contains population projection count by sex and age in the municipal area of Bogota, Colombia by UPZ (Unidad de Planeamiento Zonal, Zoning Planning Unit), 2018-2024. Population projections by UPZ, Inter-administrative Agreement 095 of 2020 DANE-FONDANE and SDP (District Planning Secretariat), based on the 2018 National Population and Housing Census (CNPV) by DANE, openly published at datosabiertos.bogota.gov.co. While these data do not provide the exact count for each
unit, they offer an approximation close to the true figures. Data cleaning included: (1) Remove rows containing total values for Bogotá, as they are redundant, given that a column is already provided as a foreign key for the urban unit layers by UPZ. (2) Adjust each variable by assigning the names specified in the data dictionary and categorizing them according to the defined domains.
DOI: 10.7910/dvn/suak5a
title: Awareness of Anaphylaxis Among Public in Al-Ahsa City of Saudi Arabia: A Cross-sectional Study

description: A cross-sectional survey assessed knowledge among 380 adults using a validated questionnaire. Convenience sampling was used with data collected via online platforms. Descriptive statistics were calculated, and associations were tested. We analyzed the data using SPSS software
DOI: 10.7910/dvn/4kk3yr
title: Police-Reported Homicides in Bogota by Planning Zone Units, Colombia, 2012-2022

description: This dataset is part of the ESCALA (Study of Urban Health and Climate Change in Informal Settlements in Latin America) project that was funded by the Lacuna Fund of the Meridian Institute https://lacunafund.org/. 

This dataset contains homicide cases reported by police in the municipal area of Bogotá, 2012-2022, by Planning Zone Units (UPZ - Unidad de Planeamiento Zonal). Data were provided by the Statistical, Criminal, Contraventional, and Operational Information System (SIEDCO). (1) Anomalous values in the column "HOMCOUNT" that may exceed realistic homicide counts (e.g., outliers or values below 0). (2) Missing or incomplete data for some UPZs where no homicides were reported. (3) Potential misalignment between UPZs in the dataset and official geographic definitions. (4) If "HOMRATE" includes calculated rates, errors may occur due to incorrect population denominators or missing population data for specific years. Data preprocessing included (1) flagging records with anomalous values in "HOMCOUNT" for further investigation while retaining them for analysis, (2) verifying missing "ID_UPZ" values against secondary sources to match the homicide data with official UPZs (3) checking the accuracy of population estimates for corresponding UPZs in cases where "HOMRATE" was calculated.
DOI: 10.7910/dvn/jmg3tm
title: Replication Data for: "Understanding Vote Buying in Nepali Elections."

description: Follow instructions in README.txt. Abstract for paper:

A growing literature posits that vote buying dynamics depend on characteristics of the context and its voters. We explore vote buying in Nepal using a multi-methods approach combining survey experiments, semistructured interviews, and focus group discussions. We find that vote buying in Nepal aligns somewhat with other contexts. A list experiment reveals approximately 25% of Nepali voters receive a voter-buying offer and, in an unmonitored but contingent exchange, the same percentage vote for the offeror candidate or party. Cash and other private goods are the most common offers. In contrast to findings from other contexts, however, voter education level is the strongest predictor of refraining from vote buying in Nepal, and wealth is not a significant predictor. Our list experiment also finds that, in Nepal, clientelism appears to be a socially undesirable activity. Overall, our results support the increasingly dominant viewpoint that vote buying is highly context dependent.
DOI: 10.7910/dvn/u7c0xk
title: How Stress Defines Outlook of Medical Students: A Cross-Sectional Survey

description: This dataset is derived from a cross-sectional survey examining the influence of peer pressure and its relationship with stress and depression among medical students. The survey investigates the demographic profile of participants, the presence and definitions of peer pressure, and the impact of positive and negative peer influences on students’ mental health.
Key variables in this dataset include:
- Demographic Profile: Information such as age, gender, year of study, etc.
- Peer Pressure: Defined and measured based on participants’ experiences with peer influence, both positive (supportive peer groups) and negative (academic or social pressure).
- Stress and Depression: Self-reported levels of stress and depressive symptoms associated with peer pressure.
- Peer Influence: The role of peer influence in shaping attitudes, behaviors, and mental well-being, focusing on positive and negative aspects.

This dataset aims to shed light on the complex relationship between peer pressure and stress-related outcomes in medical students, contributing to the broader understanding of mental health in academic settings

DATA DESCRIPTION:
Primary Data File: This file contains the raw data collected from participants, including demographic details, peer pressure metrics, and stress variables. For clarity, variables are color-coded and defined in Sheet 2.
Results File: Output from SPSS containing descriptive statistics (mean, median, standard deviation), frequency tables, and chi-square test results.
Supplementary Files:
Supplementary File 1: Questionnaire used for data collection.
Supplementary File 2: Sample ethical consent form signed by participants.
Supplementary File 3: Visualizations (figures) generated from frequency tables.
description: Usage Notes

1. The data is structured for reproducibility and includes all relevant files (questionnaire, consent form, and analysis outputs).
2. Figures were generated using Python scripts (Google Colab), and the process is documented for reproducibility.
3. Ethical approval and participant consent were obtained, ensuring compliance with research standards.
4. Data is anonymized to protect participant confidentiality.
DOI: 10.5281/zenodo.15384864
title: parasicyos_dieterleae_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15384865
title: parasicyos_dieterleae_zanfona_1.fasta.gz
DOI: 10.7910/dvn/sgp5ua
title: Oshtoran Syndrome: Standard treatments can be life-threatening

description: Peer-reviewed version

The convergence of dermatological and cardiac manifestations during acute phases reinforces our understanding of Oshtoran Syndrome as a complex multisystem disorder where NTBI-mediated oxidative stress, innate immune dysfunction, and autonomic dysregulation create a potentially lethal synergy. The extraordinary speed of tissue transformation documented in this case - occurring orders of magnitude faster than conventional biological processes - suggests mechanisms that warrant urgent further investigation. We propose maintaining heightened vigilance for NTBI-mediated cardiac complications in Oshtoran Syndrome and advocate for early consideration of Alprazolam intervention when conventional approaches prove insufficient. The reproducibility and precision of the response observed in this case suggest a therapeutic pathway that merits systematic evaluation. 

The use of standard procedures can be fatal in the case of Oshtoran syndrome!
DOI: 10.7910/dvn/twfknl
title: Health Data for HDR

description: Data sets of health attributes aligned with the data structures of the health data routines software (HDR). The data facilitates a variety of uses such as analytics, simulations, development of new processing routines, or testing of existing ones.
description: A customizable multi-purpose health data aligned with the HDR data structures.
DOI: 10.21233/dvfn-n902
title: Malham Tarn Moss testate amoebae surface sample dataset

description: Raw data for the Malham Tarn Moss testate amoebae 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: 10.7910/dvn/jbcnkq
title: Dynamic Neuroplastic Networks for Financial Decision-Making: A Self-Adaptive Approach for Mitigating Catastrophic Forgetting in Continual Learning.

description: Continual learning remains a critical challenge in financial decision-making due to catastrophic forgetting where models struggle to retain past knowledge while adapting to evolving market conditions. This study proposes a Dynamic Neuroplastic Network (DNN) that integrates self-adaptive learning mechanisms inspired by neuroplasticity principles to mitigate catastrophic forgetting. The model was trained on a comprehensive financial dataset spanning 2015 to 2025, covering stock market indices, forex exchange rates, cryptocurrency data, and macroeconomic indicators. Experimental results demonstrate that the proposed model achieved a steady accuracy improvement from 48.3% to 60.9%, with a corresponding reduction in loss values from 0.7086 to 0.6427 over 50 epochs. Comparative analysis with traditional continual learning methods, including Elastic Weight Consolidation (EWC) and Synaptic Intelligence (SI), revealed that the DNN exhibited superior knowledge retention and adaptability across bullish, bearish, and high-volatility market conditions. Statistical evaluation confirmed the effectiveness of neuroplasticity-inspired mechanisms, with a mean accuracy of 57.76% (±2.30%) and a minimum loss of 0.0024, highlighting the model's capacity for long-term financial forecasting. The findings underscore the practical applicability of neuroplastic networks in financial modeling, where continual adaptation to market fluctuations is crucial. The study provides a strong foundation for future research in hybrid continual learning frameworks integrating reinforcement learning and advanced neural architectures for robust financial decision-making.
DOI: 10.7910/dvn/jmizvb
title: Nobel Prizes Tab

description: List of Nobel Prize for COSC 426 / 526
DOI: 10.7910/dvn/su3r6y
title: Replication Data for: The Vietnam Draft Lottery and Whites' Racial Attitudes: Evidence from the General Social Survey

description: Abstract: The Vietnam Draft Lotteries, which randomly assigned men to military service, enable researchers to assess the long-term effects of interracial contact on racial attitudes. Using a new draft status indicator for respondents to the General Social Surveys 1978-2021, we show that White men who were selected for the draft subsequently expressed less negative attitudes toward Blacks and toward policies designed to help Blacks. These effects are apparent only for cohorts that were actually drafted into service, suggesting that interracial contact during military service led to attitude change. These findings have important implications for theories of political socialization and prejudice reduction.
description: This Dataverse includes the Pre-Analysis Plan and Supporting Information appendix for this study, five additional appendices, all tables and figures in the text and appendices, exact GSS question wordings for all survey measures implemented in analysis, materials to replicate all analyses using unrestricted data, and instructions to reproduce all results using unrestricted and restricted data. See the README file for more information.

<strong>APSR Data Editors' Note:</strong> APSR Data Editors have reviewed included documentation for completeness and have verified that all code executes and produces the described tables based on public data. Data editors have not verified results based on restricted data, but have confirmed that all code to produce such tables from the data is included. Data editors do not review results presented in appendices or supplementary materials.
DOI: 10.21233/vgw7-4451
title: Mirabel Bog testate amoebae surface sample dataset

description: Raw data for the Mirabel Bog testate amoebae 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: 10.7910/dvn/gttpds
title: Development of a novel low-cost knee brace to quantify human knee function during dynamic tasks: A feasibility study from the North West Province

description: Validity study of an instrumented knee brace
DOI: 10.7910/dvn/4hok3o
title: Analysis of Surface Characteristics for Al–SiC Metal Matrix Composites Machined by Wire Electrical Discharge Machining (WEDM)

description: Abstract
Objectives: The application of light weight products used for automobile needs to require the use of Al metal matrix composites (MMCs). The optimized combination of process variables has been found to accomplish for better machining.

Methods/statistical analysis: There is different type of machining methods used for machining of MMC but it is not so easy to machine these materials with full efficiency and desired output responses because of difficult to machine these materials as compared to other unreinforced materials like alloys and smart materials. The main reason behind hardness of aluminum MMCs is heterogeneous structure which makes its surface layer with high fatigue strength, smooth, and tough. L9 orthogonal array has been used to perform the experiments.

Findings: The effect of parameters has been calculated and analyzed for response analysis. The effect of various machining parameters like wire diameter, current, voltage, pulse on time, and pulse off time is observed and analyzed on surface properties of the Al–SiC MMCs. As a result of compressive residual stress on the surface that is a plus point for material to use it for tough work, but along with this it will cause high tool wear and surface imperfections while machining, so these are some reasons for the recommendation of non-conventional machining methods to machine aluminum matrix composites. So, several new techniques were added in some past few years of research which is explained in this research article.

Application/improvements: Wire electrical discharge machining (WEDM) which is an advanced machining method which is used for manufacture difficult shapes conductive work piece materials. Experimental work will be done on the WEDM of Al–SiC MMC.

Keywords: Aluminium Metal Matrix Composite Al–SiC, Surface Roughness, Wire Electrical Discharge Machining (WEDM), Surface Integrity, Taguchi’s Method, Response and Regression Analysis.
DOI: 10.7910/dvn/d1g3ek
title: modbm_us_5274_73_20

description: The looking-glass: being a true report and narrative of the life, travels and labors of the Rev. Daniel H. Peterson, a colored clergyman; embracing a period of time from the year 1812 to 1854, and including his visit to western Africa.
description: URN-3:FHCL.HOUGH:100236791
DOI: 10.7910/dvn/mqgngi
title: IBAL Antimicrobial Studies: Antifungal, Antiviral, and Antibacterial Efficacy of Ion Gel ZCM-25®, ION-ZCM1, and ION-ZC1
title: Ion Biotechnology Aqueous Ligands (IBAL)

description: Comprehensive research on IBAL technology highlights the antifungal, antiviral, and antibacterial efficacy of Ion Gel ZCM-25®, ION-ZCM1, and ION-ZC1. Studies demonstrate potent antimicrobial properties against multidrug-resistant pathogens, showcasing their advanced redox ligand system with zinc, copper, and magnesium for effective infection control and wound healing.
DOI: 10.21233/7r72-j265
title: Bakaly W-E mixed forest 10 pollen surface sample dataset

description: Raw data for the Bakaly W-E mixed forest 10 pollen 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: 10.7910/dvn/jbxxfd
title: Chapter 1-The Growth Curve Model for the Nationalization of the Latin American Left (Dataset)

description: This is the dataset to recreate Table 1.5 in the introductory chapter of my PhD thesis.
DOI: 10.7910/dvn/5ufvid
title: Seeing the Milky Way in 3D (CIERA Colloquium)

description: &lt;b&gt;Seeing the Milky Way in 3D (CIERA Colloquium)&lt;/b&gt;&lt;p&gt;&lt;b&gt;Presentation Date&lt;/b&gt;: Monday, April 7, 2025&lt;p&gt;&lt;b&gt;Location&lt;/b&gt;: CIERA, Northwestern University, Evanston, IL&lt;p&gt;&lt;b&gt;Abstract&lt;/b&gt;: New data, technologies, and visualization approaches are together revealing a never-before-seen view of our Local Milky Way. The MilkyWay3D.org effort is designed to expand opportunities for researchers, educators, and the general public to access and explore this new view, as it evolves.&lt;P&gt;Over just the past five years, 3D dust mapping, largely enabled by Gaia, has revealed fully unexpected new phenomena, like "The Radcliffe Wave" connecting dozens of star-forming molecular clouds in a 2.7-kpc-long structure that is oscillating vertically through the Galactic plane, while also verifying long-standing hypotheses that had never been clearly observable, such as the formation of molecular clouds on the surface of supernova-driven bubbles like the Local Bubble.&lt;P&gt;Exploratory visualization software has been instrumental in contextualizing various 3D dust maps with other 3D measurements (e.g. Gaia-based stellar clustering and motions, radio spectral-line data) as well as with 2D imagery, catalogs of various features (e.g. HII regions), and more.&lt;P&gt;The visualization efforts enabling MilkyWay3D.org offer an astronomy-oriented demonstration of the broader "LIVE Environments" (LIVE-env.org) effort, which seeks to bring &lt;b&gt;L&lt;/b&gt;inkable &lt;b&gt;I&lt;/b&gt;nteractive &lt;b&gt;V&lt;/b&gt;isualization and &lt;b&gt;E&lt;/b&gt;xploration Environments to scientists, educators, and learners across astronomy, biology, and geographic information systems. Several of the specific software packages and connections between them that underlie LIVE Environments and Milky Way 3D will be discussed and demonstrated, including glue, glupyter, OpenSpace, WorldWide Telescope, JupyterLab, Solara, plot.ly, and augmented reality tools. Ongoing application of the LIVE software stack within the "Cosmic Data Stories" (cosmicds.cfa.harvard.edu) data science education project will also be demonstrated.&lt;p&gt;Files included are Keynote slides (in .key and .pdf formats).
DOI: 10.7910/dvn/kvk6t3
title: Association for State and Territorial Health Offices
title: Association for State and Territorial Health Offices

description: Users can find data related to practices, structure, and planning for state and regional health agencies, state officials’ involvement in health care reform, budget changes in state and local public health offices, and how state agencies are addressing minority health disparities.
&lt;p&gt;&lt;b&gt;Background&lt;/b&gt;&lt;/p&gt; The Association for State and Territorial Health Offices (ASTHO) is a nonprofit organization representing public health agencies and public health employees in the United States. The ASTHO collects data from public health departments in the United States related to how their organization functions, what programs they offer, their budget etc. &lt;p&gt;&lt;b&gt;User functionality &lt;/b&gt;&lt;/p&gt; Users can request access to data by filling out a form located on the website. Data availabl
e include the 2010 profile survey which is the second survey in a longitudinal series about state/territorial health agency responsibilities, structure, planning and quality improvement activities, workforce, and more that provides core data for ongoing public health systems research and a source for tracking state public health performance and best practices. The 2007 Profile survey offers information about the scope of state public health services and variations in practice among state public health agencies. The Health Reform Survey involves data regarding the degree and type of involvement health departments have in health care reform. The Budget Cuts Survey has data related to job losses and program cuts from 2007-2010. The Minority Health Survey collects information about ways in which different health departments address racial and ethnic health disparities.
&lt;p&gt;&lt;b&gt;Data Notes &lt;/b&gt;&lt;/p&gt; Information regarding the questionnaires used to collect the data and the number of respondents is available for each data set without requesting access to the data itself. Access to the data is available by request.