cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/q0hdow
title: Digitized Images of Palomar 5m photographic plates of Cassiopeia A taken between 1951 thru 1989

description: Palomar Observatory 's 5m (200 inch) telescope images represent the best ground-based photographs taken of the Cassiopeia A supernova remnant (Cas A) during the period from 1951 to 1989. The first Palomar image was taken in September 1951 by Walter Baade less than a month after F. Graham Smith announced the first accurate
position of the Cas A remnant based on radio measurements. &lt;br&gt;

Most of these plates were obtained by Walter Baade, Rudolph Minkowski and Sidney van den Bergh, with a few addition ones taken by Halton Arp, Joseph Miller and Donald Shane at the request of Baade and/or Minkowski. These Palomar 5m images formed the basis of the first investigations of the Cas A's optical emission structure and expansion properties. &lt;br&gt;

The images were obtained at the prime focus of the 5m telescope on photographic plates 5 x 7 inches in size with various Kodak photographic emulsions and optical filters. They were often taken with the prime focus Ross corrector and have a plate scale of $0.1''$ per millimeter. &lt;br&gt;

This collection consists of 42 good to fair quality images taken between 1951 and 1989 along with jpg images of the plate envelops which give exposure details. The photographic plates were first cleaned of surface dust and then digitized using the high- speed digitizing scanning machine DASCH (Simcoe2006, Laycock2010) at the Harvard–Smithsonian Center for Astrophysics. Only the central $7.7' \times 5.9'$ region of these plates were scanned and then digitized at a pixel scale of 0.42$''$ pixel$^{-1}$. However, three of the best images were separately scanned at a higher resolution ($0.141''$ pixel$^{-1}$) using the Yale Astronomy Department's PDS microdensitometer by John Thorstensen. &lt;br&gt;

The images are in FITS format with WCS coordinates and are typically 3.7 MB in size.
Higher resolution versions of three images (PH3033S, PH563vB, and PH7252vB)
are available in a separate dateset,
&lt;br&gt;
DOI: 10.7910/dvn/rqu06k
title: Code for Practical Issues in Conducting Distributional Weighting in Benefit-Cost Analysis

description: This is the code of the simulator used to conduct distributional weighting.
DOI: 10.7910/dvn/mjewpl
title: Replication Data for: Non-Binary Gender Economics

description: This is the replication package for "Non-Binary Gender Economics," accepted in 2024 by the Journal of Political Economy: Microeconomics.
DOI: 10.7910/dvn/wnottc
title: SHEDIS-temperature

description: The SHEDIS-Temperature dataset links national disaster impact records with subnational information on their physical hazard and human exposure.

Version 1 contains attributes for 382 heat waves and cold waves from 1979 to 2018 recorded in the international disaster database EM-DAT.

Please refer to the data descriptor article (currently pre-print) for more information about the dataset, its limitations and important usage notes.

When using the dataset, please cite this repository and the data descriptor article.
description: R, 4.3.3
DOI: 10.7910/dvn/xqfesv
title: Bad Orange: An open image dataset of bad Oranges for machine vision enabled automated grading of produce based on visual characteristics.

description: Open Image Data Set of Bad Oranges
DOI: 10.21233/ry27-t157
title: Westheimer [Shr-57-2] vertebrate fauna dataset

description: Raw data for the Westheimer [Shr-57-2] vertebrate fauna 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/xq8bpx
title: Replication Data for: Full-Spectrum Propaganda in the Social Media Era

description: These files contain the replication material for "Full-Spectrum Propaganda in the Social Media Era." The file "China_Twitter_Hashed.csv" contains publicly released hashed Twitter data that can be used to reproduce the findings in the manuscript and the table in the appendix for the China case study in the paper. The file “Full Spectrum Paper Replication” contains the R code necessary to do all of the analysis in the main manuscript and the table in the appendix.
DOI: 10.7910/dvn/dmm54b
title: exoALMA IV. Data Products

description: Data products associated with exoALMA IV. Substructures, Asymmetries, and the Faint Outer Disk in Continuum Emission. This includes intensity radial profiles from the fiducial CLEAN images and the visibility fits with the Frankenstein code, CLEAN images of the continuum data and residuals from the Frankenstein fit at different robust values (including a robust 2.0 image of the data showing the full field of view), geometrical parameters (inclination, position angle, offsets in RA and Dec between disk center and phase center), continuum radii (R68, R90, R95), continuum substructure properties, integrated continuum flux density with corresponding dust mass estimates.
DOI: 10.7910/dvn/mdqa7t
title: Validating and Utilizing an Outcomes-Based Education (OBE) Student Teaching Manual in a State University in the Philippines

description: Abstract
Objectives: To study research design assessing and describing the content validity and utilization of the Outcomes-Based Education (OBE) Student Teaching Manual.

Methods: This study used a descriptive-evaluation research design assessing and describing the content validity and utilization of the Outcomes-Based Education (OBE) Student Teaching Manual using “ADDIE” Instructional Design Model.

Findings: Results revealed that there was a relatively high and strong agreement among the three groups of respondents that the content of the OBE-Student Teaching Manual in all the five parts is valid, a high level of agreement by the respondents that the OBE-Student Teaching Manual was fully utilized in the four (4) phases of the student teaching program. A strong indication that ratings among the three groups of respondents on the content validation in the five parts of the OBE-Student Teaching Manual are not significantly different, a notable revelation that there were no significant differences on the ratings by the stakeholders on the Utilization of the OBE-Student Teaching Manual.

Recommendation/ Novelty: The content of this manual is valid and considered to be fully utilized. It is highly recommended to be used by student teachers as learning resource material for student teaching.

Keywords: Content Validity and Utilization, OBE-Based Student Teaching
DOI: 10.21233/nhfx-4981
title: MRTN25 pollen surface sample dataset

description: Raw data for the MRTN25 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/nbxpdh
title: Replication Data for: Jarkesy's Stakes for the SEC

description: This includes the replication data for my article Jarkesy's Stakes for the SEC, forthcoming in Duke Law Journal.
DOI: 10.7910/dvn/xjn7pn
title: Replication for: Ethnic Stacking in the Russian Armed Forces? Findings From A Leaked Dataset

description: This repository contains replication data for: Driscoll, Sichinava, and Berglund: Ethnic Stacking in the Russian Armed Forces? Findings From a Leaked Dataset (forthcoming in Post-Soviet Affairs)
DOI: 10.7910/dvn/mgbi0h
title: Replication Data for: all life

description: &lt;a&gt;
DOI: 10.7910/dvn/rge9bo
title: Atividades de Extensão Curriculares
title: Núcleo de Ensino Pesquisa e Extensão

description: O repositório é estruturado para registrar, armazenar e divulgar as experiências de extensão, com foco no desenvolvimento de projetos que promovam a transformação social e a formação da cidade dos estudantes . As atividades documentadas envolvem ações de impacto direto nas comunidades e nos territórios em que a instituição está inserida, garantindo que a extensão seja um vetor de conexão entre o conhecimento acadêmico e as demandas da sociedade.

Objetivos do Repositório:

Garantir o registro e a transparência das práticas curriculares de extensão;
Consolidar a implementação das diretrizes nacionais na política acadêmica da FAF ;
Servir como base de consulta e acompanhamento das ações de extensão institucional;
Evidenciar a contribuição das práticas de extensão para o desenvolvimento institucional, acadêmico e social, conforme os princípios da educação superior brasileira e do Plano Nacional de Educação (PNE) .
Este repositório reflete o compromisso contínuo da Faculdade do Futuro com a formação de profissionais éticos, comprometidos com o desenvolvimento sustentável e com a transformação social, em conformidade com os marcos legais e diretrizes estabelecidas para a extensão universitária no Brasil.
DOI: 10.21233/bn5q-ny44
title: C042 (Wilson et al. 1994) diatom surface sample dataset

description: Raw data for the C042 (Wilson et al. 1994) 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/dwewbg
title: Replication Data for: The Credit Markets Go Dark

description: Over the past generation, conflicting trends have reshaped the ownership of corporate equity on the one hand and corporate debt on the other. In equity, the two great trends have been the shift from public markets to private ownership and the consolidation of American companies’ stock in the hands of powerful investment funds. In debt, by contrast, the great trends have been a shift from private loans to quasi-public markets and dispersed ownership.

In this Article, we chronicle the recent and dramatic reversal of these trends in the debt markets. Private investment funds executing a “private credit” strategy have become increasingly important corporate lenders, bringing into corporate debt the same forces of privatization, concentration, and illiquidity that have been reshaping the equity markets. We offer new data that illustrate the meteoric rise of the now $1.5 trillion private credit industry, and we explore the allure and implications of private credit. For many corporate borrowers, private credit offers a faster, more efficient, and more accessible source of financing than either banks or the public (and quasi-public) debt markets. Yet the transition from bank-intermediated finance to private credit will transform not only corporate finance, but also firm behavior and economic activity more generally. First, as the corporate debt markets follow the equity markets in going dark, information about many large firms will be lost to the investing public. For better or worse, these firms will act with unprecedented discretion—having been shielded from the discipline and scrutiny of regulators, the trading markets, and the general public. Second, corporate debt—like corporate equity—will become the dominion of investment funds, some of which are already unimaginably large. These funds will influence everything from firm operations and strategy to corporate distress, with uncertain consequences.
DOI: 10.7910/dvn/x7o80b
title: Replication Data for: I’m Coming Out! How Voter Discrimination Produces Effective LGBTQ Lawmakers

description: Are LGBTQ legislators effective lawmakers? We build on theories that link voter discrimination to legislative effectiveness by arguing that voters' biases against LGBTQ candidates narrow the candidate pool, leading to the election of only the most experienced and qualified LGBTQ candidates. As a result of this electoral selection effect, we expect that LGBTQ legislators will be more effective lawmakers than their non-LGBTQ counterparts. To test this, we combine data on state legislators’ LGBTQ identification with their State Legislative Effectiveness Scores (SLES). Our findings reveal that LGBTQ legislators are meaningfully more effective than non-LGBTQ legislators. To link our findings to voter discrimination, we leverage over-time variation in discrimination toward LGBTQ individuals. Across four tests, we consistently find that LGBTQ lawmakers elected in high-discrimination environments are more effective than those elected from less discriminatory environments. (2025-1-17)
DOI: 10.21233/mwn6-1b38
title: Maynard Lake diatom dataset

description: Raw data for the Maynard Lake diatom 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/t0tdas
title: AGG Lentil - Release 250228

description: &lt;p&gt;Genotype data (VCF files) for lentil Plant Genetic Resources from the Australian Grains Genebank genotyped with the Illumina Infinium Pulses 30K v1.0 BeadChip. Anchored genotypes are defined against Lens culinaris genotype CDC Redberry genome assembly (Lcu.2RBY). Release 250228.&lt;/p&gt;

&lt;p&gt;Funded by the Australian Grains Genebank Strategic Partnership, a $30M joint investment between the Victorian Government and the Grains Research and Development Corporation that aims to unlock the genetic potential of plant genetic resources for the benefit of Australian grain growers.&lt;/p&gt;
DOI: 10.7910/dvn/q7ca6f
title: SCN2A_SOC1

description: Raw movies and 3D postural tracking for rat dyadic interactions - SCN2A cohort, social round 1
DOI: 10.7910/dvn/xf2crw
title: Failure risk identification of supporting bolt in coal mine roadway

description: The reliable bolt support system and real-time monitoring system of coal mine roadway can monitor the surrounding rock stress of bolt in real time and prevent the occurrence of mine pressure accidents. However, there are few studies on the failure and destruction of anchor structure, and there is no effective means to identify the failure risk of anchor structure. Based on a coal mining project, the field monitoring test of FBG(Fiber Bragg Grating)bolt sensor is carried out, and the mutation point detection algorithm based on statistical principle is improved. The structural failure risk identification algorithm for supporting bolt in coal mine roadway is formed, and the identified mutation / jump point is further analyzed. The model curve of abnormal state of bolt is put forward, and the support state of field bolt is classified, and the early warning state of field service bolt in coal mine roadway is determined.
DOI: 10.7910/dvn/xsndve
title: Replication Data for: Consumers’ In-group Preference Enlarges when Seeking Healthcare for Mental Illness versus Physical Illness

description: Replication Data for Consumers’ In-group Preference Enlarges when Seeking Healthcare for Mental Illness versus Physical Illness
DOI: 10.7910/dvn/dw6zgz
title: Replication Data for: What Drives Perceptions of the Political in Online Advertising? The Source, Content, and Political Orientation

description: As digital platforms become a key channel for political advertising, there are continued calls for expanding regulation of digital political ads as a distinct content category. However, designing policies to meet these demands requires us first to decipher what the public perceives a `political' ad to be. In this article, we report two preregistered experiments to understand factors that drive public perceptions of what makes an ad political. We find that both advertiser-level cues and content-level cues play an independent role in shaping perceptions. To a lesser extent, participants also attribute political meaning to ads that clash with their own preferences. These patterns were replicated in a conjoint study, using artificial ads, and an experiment using real-world ads drawn from the Facebook ad library. Our findings serve as an important benchmark for evaluating proposed definitions of political ads from policymakers and platforms.
DOI: 10.7910/dvn/o1tqgf
title: ID 210

description: Microglia Panel - Images
DOI: 10.21233/wfxd-yd29
title: Tuqiang testate amoebae surface sample dataset

description: Raw data for the Tuqiang 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/x9nn9i
title: Name Association Data

description: This data set includes data on the beliefs that a large sample of nationally representative US individuals associate with a set of first names. These beliefs include race, age, education, productivity levels, and noncognitive skills.
description: Details on the data set including a data dictionary and examples of how to use the data for research can be found in: 
Abel, M. and Burger, R. (2023), A Guide to Using Names in Research Using Probabilistic Name Association Data.

The academic paper that uses this data is Abel, M. and Burger, R. (2023), Name-Based Race Discrimination: The Role of Heuristics.
DOI: 10.7910/dvn/qhl4jk
title: Replication Data for: Crisis Management and Attitudes towards Democracy: The Case of the COVID-19 Recovery Plan in Europe

description: Replication dataset for "Heyne, Lea & Ruiz-Rufino, Rubén. Crisis Management and Attitudes towards Democracy: The Case of the COVID-19 Recovery Plan in Europe, European Union Politics, 2025 [forthcoming]."
DOI: 10.7910/dvn/avted4
title: Replication Data for: Weather to Protest: The Effect of Black Lives Matter Protests on the 2020 Presidential Election

description: Do mass mobilizations drive social change? This paper explores this question by studying how the Black Lives Matter protests following George Floyd's death influenced the 2020 U.S. presidential election. Using rainfall as an instrument for protest participation and complementary difference-in-differences analyses, we show that protest activity significantly increased Democratic vote share in affected counties. Our research makes three key contributions. First, we show causal evidence for the effect of one of the largest protest movements ever recorded on electoral outcomes. Second, we provide evidence of novel temporal dynamics: while protests initially triggered a conservative backlash, they ultimately generated progressive shifts in voting behavior. Third, we identify mechanisms driving these effects, showing that rather than merely mobilizing existing Democratic voters, protests substantively shifted political preferences and beliefs about racial inequality.
DOI: 10.7910/dvn/aszfuc
title: 2022 Social Accounting Matrix for Tajikistan

description: The 2022 Tajikistan Social Accounting Matrix (SAM) follows IFPRI's Standard Nexus SAM approach, by focusing on consistency, comparability, and transparency of data. The Nexus SAMs available on IFPRI's website separates domestic production into 42 activities. Factors are disaggregated into labor, agricultural land, and capital, with labor further disaggregated across three education-based categories. The household account is divided into 10 representative household groups: Rural and urban households across per capita consumption quintiles. Nexus SAMs support the improvement of model-based research and policy analysis in developing countries and allow for more robust cross-country comparisons of national economic structures, especially agriculture-food systems.
description: Social Accounting Matrix (SAM)
DOI: 10.7910/dvn/al6ifr
title: Apple Stock price data

description: Apple stock price from Feb 2024 to jan 2025.
DOI: 10.21233/3kzj-sg61
title: LDDsite1364 water chemistry dataset

description: Raw data for the LDDsite1364 water chemistry 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/q7m837
title: Replication Data for: Subnational Methane Emissions Reduction in the U.S. and China: A Bottom-up Evaluation

description: Methane data for: Subnational Methane Emissions Reduction in the U.S. and China: A Bottom-up Evaluation. It encompasses emissions from eight sectors: rice cultivation, livestock, biomass/biofuel burning, coal exploitation, oil and gas exploitation, fossil energy combustion, landfills, and wastewater for 1990-2022.
DOI: 10.7910/dvn/mgm5qy
title: Replication Data for: The Gendered Costs of Stigma: How Experiences of Conflict-Related Sexual Violence Encourage Civic Engagement for Women and Men

description: A common understanding emphasizes the destructive effects of conflict-related sexual violence (CRSV) on social cohesion and community life. Stressing the agency of survivors, we present an alternative argument. Our theory predicts that survivors seek to counteract the stigma attached to CRSV by contributing to the community in the form of civic engagement. Drawing on three original surveys from Democratic Republic of Congo (DRC), Liberia, and Sri Lanka and relying on list experiments to reduce underreporting bias, we find that survivors of CRSV indeed show increased levels of civic engagement. This civic effect is consistent across the three contexts and very likely causal. We also rule out an alternative mechanism based on post-traumatic growth and dispel concerns that increased civic engagement comes at the expense of decreased intergroup relations. However, looking at sex differences our results are more sobering. While in line with our prediction, they do not support the optimistic notion that survivors’ mobilization results in female empowerment and the closing of existing gender gaps in civic behavior. Our findings have important implications for our understanding of CRSV, the legacy of violent conflict and the gendered nature of politics.
DOI: 10.7910/dvn/q9k8yc
title: In-sensor Polarization Convolution based on Ferro-reconfigurable Polarization-sensitive Photodiodes

description: original data of BFO PDDs and the source code for BFO PPDs to participate in CNN training
DOI: 10.7910/dvn/rqfbpv
title: Survey Data on Boss Phubbing

description: This dataset contains anonymized survey data collected in 2024 from 412 employees from various sectors in Kocaeli/Turkey. The data were collected using a structured questionnaire designed to evaluate the effect of boss phubbing and satisfaction with the supervisor on job satisfaction.
DOI: 10.7910/dvn/angox0
title: Internet Violence Study (InViS) Dataset

description: A cross-platform dataset of 30,000 posts hand-coded for violent threats and sub-types of violence, including political and sexual violence
DOI: 10.7910/dvn/as2k8h
title: database for "the relationship between preoperative serum indirect bilirubin and postoperative delirium in geriatric patients undergoing joint replacement"

description: This is database for an article publish in plos one, naming "the relationship between preoperative serum indirect bilirubin and postoperative delirium in geriatric patients undergoing joint replacement"
DOI: 10.7910/dvn/atuw73
title: Replication Data for: Environmental Regulation during Hard Times: Evidence from the China Shock

description: Data and code to replicate all results in Environmental Regulation during Hard Times: 
Evidence from the China Shock