cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/t3s4-sm91
title: Okanagan Lake water chemistry dataset

description: Raw data for the Okanagan Lake 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/ydoofy
title: A Novel Negative Selection Algorithm with Optimal Worst-case Training Time Complexity for R-chunk Detectors

description: Abstract
Objectives: To generate complete and non-redundant detector set with optimal worst-case time complexity.

Methods: In this study, a novel exact matching and string-based Negative Selection Algorithm utilizing r-chunk detectors is proposed. Improved algorithms are tested on some data sets; the experiments’ results are compared with recently published ones. Moreover, algorithms’ complexities are also proved mathematically.

Findings: For string-based Artificial Immune Systems, r-chunk detector is the most common detector type and their generation complexity is one of the important factors considered in the literature. We proposed optimal algorithms based on automata to present all detectors.

Novelty/applications: The algorithm could generate the representation of complete and nonredundant detector set with optimal worst-case time complexity. To the best of our knowledge, the algorithm is the first one to possess such worst-case training time complexity.

Keywords: Artificial Immune Systems, Negative Selection Algorithms, Positive Selection Algorithms, Detector Sets, Self, Non-self
DOI: 10.7910/dvn/cg8z1k
title: Presenteeism and associated factors among railway train drivers

description: SPSS file for Presenteeism and associated factors among railway train drivers
DOI: 10.21233/4b37-4t42
title: Bluff Lake plant macrofossil dataset

description: Raw data for the Bluff Lake plant macrofossil 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/oui9ls
title: Replication Data for: Does School Debating Reduce Vulnerability to Misinformation? A Field Experiment in Poland

description: The idea that debating enhances political knowledge and critical thinking has been entertained by scholars of democracy for a long time. Given recent concern about a crisis of misinformation, we explore the idea that debating makes people less vulnerable to misinformation and conspiracy thinking. In a field experiment, we recruited high-school students in 18 schools in Poland (n=430) and assigned them to either a debating workshop or a control condition. Before and after the workshop period, we asked students to indicate their belief in a set of news headlines (half of which were true, half false) and also measured their degree of conspiratorial thinking. We find that debating increases, by a small amount, the accuracy of beliefs regarding news headlines, while reducing conspiracy thinking. These findings point to a great potential of school debating, which occurs naturally in many educational contexts and is easily scalable.
DOI: 10.7910/dvn/zvkxvq
title: Environmental Justice Index (EJI)

description: Downloaded data from CDC's Environmental Justice Index (EJI). As described by the Agency: "The Environmental Justice Index uses data from the U.S. Census Bureau, the U.S. Environmental Protection Agency, the U.S. Mine Safety and Health Administration, the U.S. Geological Survey, OpenStreetMap, the U.S. Department of Transportation, and the U.S. Centers for Disease Control and Prevention to rank the cumulative impacts of environmental injustice on health for every census tract. Census tracts are subdivisions of counties for which the Census collects statistical data. The EJI ranks each tract on 36 environmental, social, and health factors and groups them into three overarching modules and ten different domains." [Quote from https://www.atsdr.cdc.gov/place-health/php/eji/index.html]
description: EJI data was downloaded by Dylan Carlson Sirvent León on December 5th, 2024.
DOI: 10.21233/k85m-kf79
title: Round Lake diatom dataset

description: Raw data for the Round 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: 10.21233/dcp6-c382
title: Karelia testate amoebae surface sample dataset

description: Raw data for the Karelia 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/c4tjca
title: Replication Data for: Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory

description: This dataset contains replication materials for paper entitled: "Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory." Materials include the datasets, scripts to replicate analyses, and supplemental materials.
description: Analyses of heterogeneous treatment effects (HTE) are common in applied causal inference research. However, when outcomes are latent variables assessed via psychometric instruments such as educational tests, standard methods ignore the potential HTE that may exist among the individual items of the outcome measure. Failing to account for "item-level" HTE (IL-HTE) can lead to both underestimated standard errors and identification challenges in the estimation of treatment-by-covariate interaction effects. We demonstrate how Item Response Theory (IRT) models that estimate a treatment effect for each assessment item can both address these challenges and provide new insights into HTE generally. This study articulates the theoretical rationale for the IL-HTE model and demonstrates its practical value using 75 data sets from 48 randomized controlled trials containing 5.8 million item responses in economics, education, and health research. Our results show that the IL-HTE model reveals item-level variation masked by single-number scores, provides more meaningful standard errors in many settings, allows for estimates of the generalizability of causal effects to untested items, resolves identification problems in the estimation of interaction effects, and provides estimates of standardized treatment effect sizes corrected for attenuation due to measurement error.
DOI: 10.21233/mxsb-ca22
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: 10.7910/dvn/mxfafl
title: Replication Data for: The Dominican Order and the Printing Press

description: Replications files for the article "The Dominican Order and the Printing Press."
DOI: 10.7910/dvn/yu6v7e
title: MIAAIM Prostate Cancer TMA013

description: ROI022/TMA013 used in the documentation quick-start
DOI: 10.21233/x1q1-b763
title: Zeddam (B40H0047) pollen dataset

description: Raw data for the Zeddam (B40H0047) pollen 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/b87h83
title: Replication Code for: Option Pricing with Time-Varying Volatility Risk Aversion

description: Replication Code for: Option Pricing with Time-Varying Volatility Risk Aversion
DOI: 10.21233/07ah-4r18
title: Waitetoke pollen dataset

description: Raw data for the Waitetoke pollen 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/baihdz
title: Replication Data for: Does Mainstream Populism Work? Populist Rhetoric and the Electoral Fortunes of Mainstream Parties

description: Much work is concerned with the effects of mainstream parties accommodating the
positions of populist radical right parties. Little is known about the role of political
rhetoric in mainstream party responses to radical right challengers though. This is a
significant gap given the evident shifts in mainstream party discourse across European
democracies. Using a pre-registered survey experiment in Germany, I analyse
how voters react when mainstream parties engage in populist rhetoric and adopt
radical right issue positions. Theoretically, I propose that voters, particularly those
with populist attitudes, may use populist rhetoric as a heuristic when evaluating
parties. I find that, in line with spatial theories of voting, voters penalize or reward
mainstream parties based on their adoption of radical right positions, but that
the use of populist rhetoric does not significantly impact voter evaluations. These
findings demonstrate the relevance of programmatic party strategies in mainstream-challenger competition and cast doubt on the effectiveness of populist rhetoric.
DOI: 10.7910/dvn/ztxm6t
title: Replication Data for: Private funding, party politics and regulatory change: how the British Conservative Party prospered under Labour’s political finance reforms

description: Before 2000, the UK operated one of the most liberal political finance regimes of any established democracy. Parties were highly dependent on private financing, state funding was minimal, limited transparency requirements existed with respect to party income or expenditure, and no limits applied to national election spending. Far-reaching reforms introduced by Labour in 2000 changed this regulatory environment radically, establishing donation disclosure requirements and capping election spending. However, Labour’s reforms did not include significant increases in state funding, leaving the UK as a continued outlier in Western Europe in assuming political parties should predominantly be funded through private means. In this paper, we show how the Conservatives ultimately prospered under Labour’s reforms, enabling them to greatly outspend Labour at four general elections from 2010 to 2019. Using the public registers created by Labour’s reforms, we document how the party’s financial re-stabilisation while in opposition was assisted to a surprising degree by state funding and how the party’s donor base has shifted towards wealthy individuals and privately owned companies since its return to government in 2010. We conclude with a number of observations about how the apparently exceptional UK case can help generate important insights for the comparative study of political finance.
DOI: 10.7910/dvn/b9duet
title: Locality Boundaries of Barranquilla, Colombia, 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 the geographic boundaries of neighborhoods "Mapa de Barrios de Barranquilla Según el POT 2024" from the District of Barranquilla (Distrito Especial, Industrial y Portuario de Barranquilla) downloaded from https://www.datos.gov.co/Vivienda-Ciudad-y-Territorio/Mapa-de-Barrios-de-Barranquilla-Seg-n-el-POT/p57x-7s28. The layer of neighborhoods was processed to generate locality polygons by dissolving neighborhood boundaries based on their LOCALITY attribute.The following attributes were added to the locality layer: ID_LOC, NAME.
DOI: 10.7910/dvn/zsaih3
title: SPARROW Surface Water-Quality Modeling

description: A modeling tool for the regional interpretation of water-quality monitoring data.
DOI: 10.7910/dvn/b6ulet
title: Climate and Economic Justice Screening Tool (CEJST)

description: Downloaded data from CEQ's Climate and Economic Justice Screening Tool (CEJST). As described by the Council: "The Climate and Economic Justice Screening Tool (CEJST) is a geospatial mapping tool that identifies areas across the nation where communities are faced with significant burdens. These burdens are organized into eight categories: climate change, energy, health, housing, legacy pollution, transportation, water and wastewater, and workforce development. Each burden is ranked using percentage thresholds or yes/no indicators and based on this methodology, communities are considered disadvantaged: if they are in census tracts that meet the thresholds for at least one of the tool’s categories of burden, or if they are on land within the boundaries of Federally Recognized Tribes." [Quote from https://toolkit.climate.gov/tool/climate-and-economic-justice-screening-tool]
description: CEJST data was downloaded by Dylan Carlson Sirvent León on December 5th, 2024.
DOI: 10.7910/dvn/cawrxi
title: DrivAerNet++: Annotations

description: In addition to the CFD simulation data, our dataset includes detailed annotations for various car components (29 labels), such as wheels, side mirrors, and doors. These annotations are instrumental for a range of machine learning tasks, including classification, semantic segmentation, and object detection. The comprehensive labeling can also facilitate automated CFD meshing processes by providing precise information about different car components. By incorporating these labels, our dataset enhances the utility for developing and testing advanced algorithms in automotive design and analysis.

&lt;br /&gt;&lt;br /&gt;
&lt;b&gt;Strict Licensing Notice&lt;/b&gt;: DrivAerNet/DrivAerNet++ is released under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0) and is exclusively for non-commercial research and educational purposes. Any commercial use—including, but not limited to, training machine learning models, developing generative AI tools, creating software products, running new simulations using the provided geometries or any derived geometries, or other commercial R&D applications—is strictly prohibited. Unauthorized commercial use of DrivAerNet/DrivAerNet++, or any derived data, will result in enforcement by the MIT Technology Licensing Office (MIT TLO) and may carry legal consequences.
description: <b>The data for this project are stored on the Northeast Storage Exchange (NESE)</b>. Follow the instructions for large data download found on our website:
Downloading data from NESE via Globus: Quick Start<br><br>
DOI: 10.21233/pxcz-8a65
title: Smith Dam charcoal surface sample dataset

description: Raw data for the Smith Dam charcoal 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/cimuxv
title: Relationship Among the Attributes of World Countries and Their Coverage in Tweets of International News Agencies: 2010–2016

description: Abstract
Background/objectives: To examine the factors which can influence the presence of world countries in news tweets of international news agencies. 

Methodology: The study draws upon the World Systems Theory, which categorizes the world into Core, Semi-Periphery, and Periphery with respect to economic, political, and communication relationships. We attempt to study and compare the coverage of Core, Periphery, and Semi-Periphery countries in tweets of international news agencies. Scholars argue that certain attributes of a country make that country more newsworthy for international news agencies and also these factors contribute significantly in making these countries more prominent on the digital landscape of twitter. We used the method of content analysis of purposively selected tweets of four international news agencies; AFP, AP, Reuters, and Xinhua about the 15 sample countries, including Pakistan, for the period of 7 year from 2010– 2016.

Findings: We found that there are significant differences in the coverage of world countries in tweets of international news agencies. Core and Semi-Periphery countries are given more coverage in international news tweets. Similarly, Core and SemiPeriphery countries are more retweeted and liked by the followers of international news agencies. Finally, we found that GDP is not the sole determinant of countries portrayal and their sharing on Twitter by the international news agencies and their followers.

Novelty/ improvements: If a country, including Pakistan, wants to increase its sharing on Twitter, the country should develop its information sector and internet penetration should be accelerated.

Keywords: International News Flow, World System Theory, News Tweets, News Determinants, Country Attributes.
DOI: 10.7910/dvn/qja4ny
title: Sociodemographic Disparities in Exposures to Inorganic Contaminants in United States Public Water Systems

description: Data files supporting paper entitled "Sociodemographic Disparities in Exposures to Inorganic Contaminants in United States Public Water Systems".
description: Supporting data files for paper titled "Sociodemographic Disparities in Exposures to Inorganic Contaminants in United States Public Water Systems".
DOI: 10.7910/dvn/b6dqlp
title: Police-Reported Homicides in Barranquilla, Colombia, 2008-2023

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 registered victims of homicides in a neighborhood within the municipal area of Barranquilla, 2008-2023. The data were provided by the National Police from the SIEDCO database (Sistema de Información Estadística, Delincuencial, Contravencional y Operativo). The original dataset had the following potential errors: (1) anomalous values in the column "quantity", which was expected to be 1 as each record represents a victim (0.9% of all records), (2) 41 records with incomplete data, i.e. only include the victim's age but no other data about the victim or the agressor, (3) some of the reported neighborhoods are not in the official neighborhood layer.

Data cleaning included: (1) records with anomalous values in the column "quantity" were kept and assumed to represent a victim each, (2) records with no information other than the victim´s age were assigned NA for other attributes, (3) records with neighborhoods not found in the official neighborhood geographic layer were checked against secondary sources and assigned to the corresponding official neighborhood. Specifically, "Barranquillita" and "Bendicion de Dios" were assigned to "Villanueva"; "Moderno" was assigned to "VillaBlanca";"Conidec" was assigned to "Ciudadela 20 de Julio"; "Boliche" was assigned to "Centro"; "San Martin" was assigned to "Carrizal"; "Puerta Dorada" and "Sevilla Real" were assigned to "Las Granjas"; "Sinai" was assigned to "El Silencio". The original neighborhood was kept in the attribute COMMENTS. Records with the following neighborhoods were assigned NA in the attribute ID_NEI, as those neighborhoods are not in the official neighborhood layer, such as: "Pinar del Rio", "Alameda del Rio", "Villas de la Cordialidad", and "Caribe Verde". Other records with NA in the ID_NEI attribute indicate that there was no neighborhood information in the original dataset.
DOI: 10.7910/dvn/ygxpvc
title: Replication Data for: Firm’s Source Country or Project Characteristics? Survey Experiments on Preferences for Chinese Investment in the Global South

description: This page contains replication data and analysis as well as supplementary materials for "Firm’s Source Country or Project Characteristics? Survey Experiments on Preferences for Chinese Investment in the Global South," published in The Chinese Journal of International Politics.

Full supplementary materials can be found in the Word file: "SourceCountryProjectCharacteristics_SupplementaryMaterials" 

Raw survey data for use in Stata can be found in the data file: "SourceCountryProjectCharacteristics_CleanData.dta"

The Stata analysis file "SourceCountryProjectCharacteristics_Reshaping.do" cleans and reshapes this raw data for use in conjoint analysis, creating the data file "SourceCountryProjectCharacteristics_ReshapedData.dta"

The Stata analysis file "SourceCountryProjectCharacteristics_Analysis.do" uses the two data files to conduct all the analysis found in the article and supplementary materials.
DOI: 10.7910/dvn/qnmsv8
title: Replication Data for: Influence of individual differences in executive functions of WM on the continued influence effect of misinformation

description: The dataset serves the paper named ”Influence of individual differences in executive functions of WM on the continued influence effect of misinformation”. The dataset was made up of the following three parts. (1) The procedures and materials for Stroop task, shifting task, 2-back task and CIE task. (2) Raw data for 88 participants who participated the formal experiment. The contents were subject information, material information. (3) Data and results for the descriptive analysis, correlation analysis, regression analysis and reliability analysis. These data can be used in the experimental research related to misinformation.
DOI: 10.7910/dvn/b5zukv
title: Replication Data for: Central banks and sovereign debt credibility before 1914

description: Lending to governments is risky, as creditors may have little recourse in the event of default. Research shows that historic and contemporary central banks alike enhance sovereign credibility and reduce borrowing costs, but the reasons why are debated. A constraints view, tied to pre-WWI central banking, argues that central banks impose fiscal discipline by raising default costs. An information view, linked to modern central banking, suggests a central bank’s design signals credibility, especially its independence. Using a formal model, I devise a test grounded in the tasks assigned to historical central banks to adjudicate between these views. Empirical results unequivocally support the information view. The results imply that: (1) central banks signaled sovereign credibility before 1914 and (2) what constitutes a positive signal of sovereign credibility is conditioned by the priorities of contemporaneous market actors, not attributes of political institutions.
DOI: 10.7910/dvn/q5nkuy
title: Replication Data for "Resolving bargaining problems in civil conflicts: Goals, institutions, and negotiations"

description: Replication Data for "Resolving bargaining problems in civil conflicts: Goals, institutions, and negotiations"
DOI: 10.7910/dvn/b8hbu9
title: Zebrafish VMR Data for matricization and feature selection

description: This dataset contains a light-on and a light-off VMR data collected from WT and Q344X RP zebrafish larvae.