cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ox0ysh
title: Vietnam (2011): TRaC Behavioral survey among female sex workers and female sex workers who inject drugs. Round 2

description: In 2011 PSI/Vietnam conducted a second, behavioral survey among 1,666 SW in 7 provinces, including 315 SW-IDUs in 3 project provinces using RDS. Sex workers were recruited in 7 of the priority PEPFAR provinces. The objectives of the survey were to monitor trends (2008 vs. 2011) and assess associations between exposure to programs and behavior change. The study concludes that: 1. A large number of sex workers report no contact with any HIV prevention intervention. 2. There has been an overall decrease in consistent condom use between 2008 and 2011 driven primarily by decreases in 3 provinces, however SW exposed to HIV prevention programming through outreach and drop-in centers are more likely to report consistent condom use. 3. Sex workers report relatively high levels of condom availability at outlets where commercial sex takes place. Fully-subsidized or "free" condom access is common. 4. Subsidy, quality and accessibility are key factors influencing condom brand preference and purchase behavior. 5. There has been an increase in reported use of VCT among 2008 and 2011, although use rates overall remain low. Chan Troi Moi social marketing campaigns have contributed to increased use of VCT. 6. Sex workers exposed to Song Dep outreach are less likely to report having a non-injector to inject for the first time.
DOI: 10.7910/dvn/xq2yks
title: A13_24373.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f1e0eefb-b93c-4586-aff3-eaa85d952145'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f1e0eefb-b93c-4586-aff3-eaa85d952145
DOI: 10.7910/dvn/xs4p50
title: Replication Data for: Reconciling the Theoretical and Empirical Study of International Norms: A New Approach to Measurement

description: Despite extensive research on international norms, our approach to measurement has not kept pace with theoretical advancements. Existing research often relies on single indicators to facilitate cross-national analysis or employs case-study designs that provide greater nuance but restricted scope. Given these limitations, this note argues that item-response theory (IRT) provides a framework for strengthening the link between our theoretical understanding of norms and empirical measurement of norm adoption. In turn, I develop a modified Bayesian model with substantively informed dynamic priors. The proposed approach is evaluated with the lesbian, gay, and bisexual (LGB) equality norm, using thirteen policies and laws across 196 countries (1990-2017). The results are broadly consistent with theoretical expectations, while also providing new empirical evidence on the evolution of the norm across space and time. This note highlights the significant potential in greater interaction between both latent measurement approaches and scholarship on international norms.
DOI: 10.7910/dvn/gkjwug
title: Replication Data for: Learning from the Test: Raising Selective College Enrollment by Providing Information

description: Goodman, Sarena, (2016) "Learning from the Test: Raising Selective College Enrollment by Providing Information." Review of Economics and Statistics 98:4, 671-684.
description: Volume XX, Issue X
DOI: 10.7910/dvn/omv93v
title: Parsed DMOZ data

description: DMOZ is a large communally maintained open directory that categorizes web content. The data are posted in a complex XML format. The python scripts posted &lt;a hred="https://github.com/suriyan/dmoz_csv"&gt;here&lt;/a&gt; were used to parse the data posted at: http://rdf.dmoz.org/ on June 12, 2016 to produce a csv file posted here.

The structure of the file is

"URL","Category 1","Category 2",..........

Given the categories are separated by commas, doing read_csv without the right options can be problematic

Here's some code to read in the file: https://gist.github.com/soodoku/a97e6cf2800429d1c541ac2fb65e4c98
DOI: 10.7910/dvn/skvr2l
title: Administrative Boundaries of the Russian Empire (1820s): Kingdoms & Grand Duchy

description: Administrative Boundaries of the Russian Empire (1820s): Kingdoms & Grand Duchy, as depicted on the Geographical Atlas of the Russian Empire produced by the Military-Topographical Depot of His Imperial Majesty's General Staff, 1820-1827. Component of the &lt;a href="http://dighist.fas.harvard.edu/projects/imperiia/"&gt;Imperiia Project&lt;/a&gt;.&lt;br&gt;

&lt;a href="http://dighist.fas.harvard.edu/projects/imperiia/items/show/642"&gt;Documentation and analysis available here&lt;/a&gt; (http://dighist.fas.harvard.edu/projects/imperiia/items/show/642)
DOI: 10.7910/dvn/xnnp1x
title: Replication Data for: Genetic Diversity of improved varieties of intraspecific (O. sativaand O. glaberrima) and interspecific (O. sativa x O. glaberrima) rice

description: This study evaluated the diversity of a collection of rice accessions comprising of Oryza sativa L., O. glaberrima Steud. and interspecific rice (O. sativa × O. glaberrima) using 24 agro-morphological and 27 microsatellite markers. The collection was composed mainly of improved cultivars and a few landraces which are adapted to the upland ecology in West Africa. The average Shannon–Weaver diversity index value (H′) was 0.23. The highest diversity was found in O. sativa group Indica (H′ = 0.32), and the lowest (H′ = 0.18) in O. glaberrima. Interspecific rice had intermediate diversity. There were 321 alleles with an average of 11.9 alleles per locus and an average major allele frequency of 0.29 per locus. The average gene diversity value was 0.81 and polymorphism information content was 0.80 per locus. Diversity indices for interspecific rice were intermediate between O. sativa and O. glaberrima, but closer to O. sativa group Japonica. Accessions comprised of two populations which corresponded to O. sativa group Indica and O. sativa group Japonica. Interspecific rice accessions were dispersed between the two groups.
DOI: 10.7910/dvn/yw1bj4
title: A87_1430.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0f4e91da-d6e0-b71f-f4ad-13bff6035a58'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0f4e91da-d6e0-b71f-f4ad-13bff6035a58
DOI: 10.7910/dvn/3dvdzv
title: Replication data for: Testing the Biden Hypotheses: Leader Tenure, Age, and International Conflict
DOI: 10.7910/dvn/d8oazt
title: Replication Data for: The Gender Income Gap and the Roles of Education and Family Formation: A Replication of Bobbitt-Zeher (2007)

description: Replication Data for: The Gender Income Gap and the Roles of Education and Family Formation: A Replication of Bobbitt-Zeher (2007)
DOI: 10.7910/dvn/dncquf
title: Replication Data for: Whose bread I eat, their song I sing? How the gender of MPs influences the use of oversight mechanisms in government and opposition

description: This article is the first to show that gender shapes the degree to which legislators use formal mechanisms to oversee government activities. Extensive scholarly work has analysed the use of oversight instruments, especially regarding who monitors whom. Whether, how, and why the conformity of men and women with institutional roles differs, has not yet received scholarly attention. We hypothesise that women become more active than men in overseeing the executive when in opposition while reducing their monitoring activities even more strongly than men when in government because of different social roles ascribed to men and women as well as differences in risk aversity between sexes. We analyse panel data for three oversight tools from the German Bundestag between 1949 and 2013 to test this proposition. Our findings imply that characteristics of political actors influence even a strongly institutionalised process as oversight and further clarify the gender bias in political representation.
DOI: 10.7910/dvn/ecotou
title: Sample reports and alignment of six kava (Piper methysticum) samples collected and analyzed by GC×GC-qMS/FID

description: Alignment excel spreadsheet, sample summary reports generated from sequencing FID sample files. 

Kava samples:

Sample 1: Tikaram’s (Tonga) 
Sample 2: Unknown (Tonga)
Sample 3: Tikaram’s (Vanuatu) 
Sample 4: Mai (Fiji) 
Sample 5: Happy Warrior (Fiji) 
Sample 6: Tikaram’s Pure Waka (Fiji)
DOI: 10.7910/dvn/edejnd
title: Replication Data for: The Quality of Representation and Satisfaction with Democracy: The Consequences of Citizen-Elite Policy and Process Congruence

description: Replication data and code for all of the analyses presented in the manuscript
DOI: 10.7910/dvn/eehq2q
title: Wright Casebook Edited; Docketed Case: 83-1670
DOI: 10.7910/dvn/ligara
title: Replication Data for: Assessing Public Value Failure in Government Adoption of Artificial Intelligence

description: In the context of rising delegation of administrative discretion to advanced technologies, this study aims to quantitatively assess key public values that may be at risk when governments employ automated decision systems (ADS). Drawing on the public value failure framework coupled with experimental methodology, we address the need to measure and compare the salience of three such values—fairness, transparency, and human responsiveness. Based on a pre-registered design, we administer a survey experiment to 1,460 American adults inspired by prominent ADS applications in child welfare and criminal justice. The results provide clear causal evidence that certain public value failures associated with artificial intelligence have significant negative impacts on citizens’ evaluations of government. We find substantial negative citizen reactions when fairness and transparency are not realized in the implementation of ADS. These results transcend both policy context and political ideology and persist even when respondents are not themselves personally impacted.
description: <br> The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the 
Center for Open Science.
<br>
<br>
DOI: 10.7910/dvn/mixk94
title: Replication Data for: How Politicians Discount the Opinions of Constituents with Whom They Disagree

description: We argue that politicians systematically discount the opinions of constituents with whom they disagree and that this "disagreement discounting" is a contributing factor to ideological incongruence. A pair of survey experiments where state and local politicians are the subjects of interest show that public officials rationalize this behavior by assuming that constituents with opposing views are less informed about the issue. This finding applies both to well-established issues that divide the parties as well as to non-partisan ones. Further, it cannot be explained by politicians' desires to favor the opinions of either co-partisans or likely voters. A third survey experiment using a sample of voters shows that the bias is exacerbated by an activity central to representative governance -- taking and explaining one's policy positions. This suggests that the job of being a representative exacerbates this bias.
description: This dataset underwent an independent verification process that replicated the tables and figures in the main article and those included in supplementary materials on which primary findings are contingent. The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill.
<br>
The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the Center for Open Science.<br>
DOI: 10.7910/dvn/oomwsd
title: Replication Data for: COVID-19 Countermeasures, Major League Baseball, and the Home Field Advantage

description: In the context of the COVID-19, almost all major leagues were either cancelled or postponed. Sports industry suffered a major blow with uncertainty of sporting events in the near future. Various scenarios of how and when sports might start back up have certainly been on everyone’s minds. This paper examines various scenarios of how the Major League Baseball team performance is going to be impacted in the presence of fans, or the lack thereof, in the context of physical distancing and other countermeasures in place. The paper simulates the win-loss probabilities for various scenarios under consideration as well as estimates the home effect for each team using the data for the 2015-2019 season. We show that team-home effect is symmetric between home and away and teams will not necessarily have a win or loss of any additional games in neutral stadiums as teams with a high home field effect will lose more neutral games that would have been at home but will win more neutral games that would have been away. This estimation helps us understand how individual team performance is going to be impacted as they prepare for the 2020 season under the new circumstances.
DOI: 10.7910/dvn/s61miy
title: Replication Data for: "How Modern Lawmakers Advertise Their Legislative Effectiveness to Constituents"

description: In a complex information environment, members of Congress must communicate to their constituents their value as a representative. Specifically, they aim to convince voters that they are effective representatives and therefore ought to be reelected. Modern scholarship has focused largely on legislators’ effectiveness as lawmakers in areas like bill introduction, sponsorship, and shepherding of legislation through congressional procedures (Volden and Wiseman 2014). But legislators do more than traditional lawmaking activities; they also engage in representational acts of advocacy and district-focused activity. This expanded notion of representational effectiveness is what legislators must publicize to constituents in order to maintain and build support and stay in office. Drawing on textual analysis of nearly 90,000 official newsletters from House members to their constituents from 2009-2020 (Cormack 2017), we demonstrate that legislators actively publicize these three types of effectiveness, and the ways in which their communication strategies depend on personal, electoral, and institutional factors.
DOI: 10.7910/dvn/sdxjuv
title: Replication Data for: "The Constraining Power of the Purse: Executive Discretion and Legislative Appropriations"

description: This contains replication data, code, codebook, and supplemental materials to the paper.
DOI: 10.7910/dvn/xneemd
title: A07_16651.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ac16f1ff-555f-3b54-08c6-72fd874cace3'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ac16f1ff-555f-3b54-08c6-72fd874cace3
DOI: 10.7910/dvn/jnquod
title: Replication Data for: Where do parties talk about what? Party issue salience across communication channels

description: Replication Data for: Where do parties talk about what? Party issue salience across communication channels. Please see '00_Description_Data_and_Scripts.pdf' for a detailed description of all files.
DOI: 10.7910/dvn/5oghbe
title: Replication Data for: From Global to Local, Food Insecurity is Associated with Contemporary Armed Conflicts

description: Food security has attracted widespread attention in recent years. Yet, scientists and practitioners have predominately understood food security in terms of dietary energy availability and nutrient deficiencies, rather than in terms of food security’s consequential implications for social and political violence. The present study offers the first global evaluation of the effects of food insecurity on local conflict dynamics. An economic approach is adopted to empirically evaluate the degree to which food insecurity concerns produce an independent effect on armed conflict using comprehensive geographic data. Specifically, two agricultural output measures – a geographic area’s extent of cropland and a given agricultural location’s amount of cropland per capita – are used to respectively measure the access to and availability of (i.e., the demand and supply of) food in a given region. Findings show that food insecurity measures are robustly associated with the occurrence of contemporary armed conflict.
DOI: 10.7910/dvn/rbgejp
title: KPC June 2009

description: Kibale Party Composition files from 2009-06-01 to 2009-06-30 include 50 files. Access to these files is public.
DOI: 10.7910/dvn/snkacy
title: Replication Data for: 'Health Insurance and Mortality: Experimental Evidence from Taxpayer Outreach'

description: The programs replicate tables and figures from "Health Insurance and Mortality: Experimental Evidence from Taxpayer Outreach", by Goldin, Lurie, and McCubbin. Please see the README file for additional details.
DOI: 10.7910/dvn/z6yxv0
title: Do Corrective Effects Last? Results from a Longitudinal Experiment on Beliefs toward Immigration in the U.S.

description: Replication data and code for all analyses in the main text and supplementary file for: "Do Corrective Effects Last? Results from a Longitudinal Experiment on Beliefs toward Immigration in the U.S."
DOI: 10.7910/dvn/lxqxao
title: GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation Parsing [Data]

description: Extracting and parsing reference strings from research articles is a challenging task. State-of-the-art tools like GROBID apply rather simple machine learning models such as conditional random fields (CRF). Recent research has shown a high potential of deep-learning for reference string parsing. The challenge with deep learning is, however, that the training step requires enormous amounts of labeled data – which
does not exist for reference string parsing. Creating such a large dataset
manually, through human labor, seems hardly feasible. Therefore, we created GIANT. GIANT is a large dataset with 991,411,100 XML labeled reference strings. The strings were automatically created based on 677,000 entries from CrossRef, 1,500 citation styles in the citation-style
language, and the citation processor citeproc-js. GIANT can be used to train machine learning models, particularly deep learning models, for citation parsing. While we have not yet tested GIANT for training such models, we hypothesise that the dataset will be able to significantly improve the accuracy of citation parsing. The dataset and code to create it, are freely available at https://github.com/BeelGroup/.
DOI: 10.7910/dvn/owgwga
title: KPC August 2006

description: Kibale Party Composition files from 2006-08-01 to 2006-08-31 include 37 files. Access to these files is restricted. Please contact Dr. Zarin Machanda (machanda@fas.harvard.edu) for permission.
DOI: 10.57703/ce-yyqr8
title: A12

description: Method: VK-X1000 has been used to measure the surface topography of the samples provided. VK-X1000 is a 3D laser scanning microscope, which is manufactured by a Japanese company named Keyence, that is designed for high-precision surface measurement and imaging at the micro- and nanometer scale. The resolution along the z-direction of this microscope is about 20 nm.
Materials: It's the sample "A12"
Authors: Md Habibur Rahman, Nabila Ali, Alison C Dunn
DOI: 10.15468/dl.k45des
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron orthocladum Balf.fil. & Forrest"
 ]
}

 The dataset includes 77 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001922-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.2k6nr
title: Data from: Expanding the described metabolome of the marine cyanobacterium Moorea producens JHB through orthogonal natural products workflows

description: Moorea producens JHB, a Jamaican strain of tropical filamentous marine
 cyanobacteria, has been extensively studied by traditional natural
 products techniques. These previous bioassay and structure guided
 isolations led to the discovery of two exciting classes of natural
 products, hectochlorin (1) and jamaicamides A (2) and B (3). In the
 current study, mass spectrometry-based ‘molecular networking’ was used to
 visualize the metabolome of Moorea producens JHB, and both guided and
 enhanced the isolation workflow, revealing additional metabolites in these
 compound classes. Further, we developed additional insight into the
 metabolic capabilities of this strain by genome sequencing analysis, which
 subsequently led to the isolation of a compound unrelated to the
 jamaicamide and hectochlorin families. Another approach involved
 stimulation of the biosynthesis of a minor jamaicamide metabolite by
 cultivation in modified media, and provided insights about the underlying
 biosynthetic machinery as well as preliminary structure-activity
 information within this structure class. This study demonstrated that
 these orthogonal approaches are complementary and enrich secondary
 metabolomic coverage even in an extensively studied bacterial strain.
description: JHB MS
 DataData from the LCMS
 chromatography of M. producens JHB and pure compound MS2 spectra from
 direct injection; in both .RAW and .mzXML format compressed in a .zip
 archive.JHB
 Data.zip
DOI: 10.5281/zenodo.18338442
title: Responsible Research and Innovation data 2025

description: Responsible research and innovation data set collected from project partners in the augmentor project (https://augmentor-project.eu) in 2025. 

Lisa, . van . der H., & Chounta, I.-A. (2024). augMENTOR-D2.1-RRI Survey Data M6 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10590777
DOI: 10.5281/zenodo.18338443
title: Responsible Research and Innovation data 2025

description: Responsible research and innovation data set collected from project partners in the augmentor project (https://augmentor-project.eu) in 2025. 

Lisa, . van . der H., & Chounta, I.-A. (2024). augMENTOR-D2.1-RRI Survey Data M6 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10590777
DOI: 10.5061/dryad.fb240
title: Data from: Cross-frequency synchronization connects networks of fast and slow oscillations during visual working memory maintenance

description: Neuronal activity in sensory and fronto-parietal (FP) areas underlies the
 representation and attentional control, respectively, of sensory
 information maintained in visual working memory (VWM). Within these
 regions, beta/gamma phase-synchronization supports the integration of
 sensory functions, while synchronization in theta/alpha bands supports the
 regulation of attentional functions. A key challenge is to understand
 which mechanisms integrate neuronal processing across these distinct
 frequencies and thereby the sensory and attentional functions. We
 investigated whether such integration could be achieved by cross-frequency
 phase synchrony (CFS). Using concurrent magneto- and
 electroencephalography, we found that CFS was load-dependently enhanced
 between theta and alpha–gamma and between alpha and beta-gamma
 oscillations during VWM maintenance among visual, FP, and dorsal attention
 (DA) systems. CFS also connected the hubs of within-frequency-synchronized
 networks and its strength predicted individual VWM capacity. We propose
 that CFS integrates processing among synchronized neuronal networks from
 theta to gamma frequencies to link sensory and attentional functions.
description: source data
 1Effect Size/Correlation
 Coefficients and p-values for CFS patch-patch
 interactionssource data
 2Effect sizes and
 p-values for group statistics of recomputed cross-frequency
 amplitude-amplitude correlations.source data
 3CFS
 Interaction matrices for Mean condition, pos. Tailsource data
 4CFS
 Interaction matrices for Load condition, pos. Tailsource data
 5Alpha-beta CFS
 Interaction matrices, pos. Tailsource data
 6CFS
 Interaction matrices for Mean condition, neg. Tailsource data
 7Effect Size/Correlation
 Coefficients and p-values for PAC patch-patch
 interactions