cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/3z4mql
title: Replication Data for: The Design of Autocratic Trade Agreements: Economic Integration and Political Survival

description: The number of preferential trade agreements signed among non-democratic states (autocratic PTAs) has grown significantly over the last decades. Trade policy scholarship remains silent on the institutional design of these autocratic economic arrangements. In this paper, we explore the core institutional characteristic of autocratic PTAs—their depth. It has been shown that many North–South and, increasingly, South–South PTAs tend to be deep, yet the depth of PTAs comprised of autocratic members remains puzzling, as government elites are faced with competing pressures for economic integration and political survival. We argue that autocratic PTAs tend to have considerable depth when it comes to the coverage of certain trade-plus issues, such as investment and trade-in services, due to the desire of government elites to attract trade and investment and enhance the ruling regime's legitimacy and political survival. However, dispute settlement provisions that could breach domestic political autonomy are carefully eschewed. We also expect to see higher levels of agreement flexibility in deep autocratic PTAs, reflecting autocrats’ dual interests in economic openness and political control. We test these expectations using data from the Design of Trade Agreements Database and we carry out interviews with trade officials to clarify the mechanisms at work.
description: Evgeny Postnikov, Jonas Gamso, The Design of Autocratic Trade Agreements: Economic Integration and Political Survival, International Studies Quarterly, Volume 69, Issue 1, March 2025, sqae152, https://doi.org/10.1093/isq/sqae152
DOI: 10.7910/dvn/5dssqr
title: Taking the pulse of reform: What can a multi-channel analysis of media and parliamentary speeches tell us about public acceptability?

description: This dataverse contains the datasets and the code used in the paper: "Taking the Pulse of Reform: What Can a Multi-Channel Analysis of Media and Parliamentary Speeches Tell Us About Public Acceptability?"
DOI: 10.7910/dvn/kubn9m
title: Replication Data for: Not Just Elections: Personality Traits and Ambition for Political Office

description: Replication Data for: Not Just Elections: Personality Traits and Ambition for Political Office
DOI: 10.7910/dvn/g9bzji
title: Replication Data for: Effect of stocking density on the growth of the endangered Amazonian fish Hypancistrus zebra (Siluriformes: Loricariidae)

description: Stocking density has a significant influence on animals' homeostasis, being a crucial factor in the management of organisms in captivity and an important role in ex-situ conservation of endangered species. Hypancistrus zebra is an endemic fish species from the Xingu River, considered Critically Endangered since the early 2000s due to fishing pressure, and more recently, due to habitat changes resulting from the construction of the Belo Monte Hydroelectric Dam. 
The implementation of appropriate management in captivity is of utmost importance for its conservation, particularly in enhancing ex-situ breeding techniques. This study aimed to evaluate the growth of juvenile H. zebra in aquariums with three different stocking density levels. The juveniles were distributed into three treatments, each with three replicates. Biometric measurements were conducted using ImageJ software, allowing the measurement of individual lengths. 
This study analyzed the relationship between stocking density and growth using Pearson correlation matrices and polynomial regressions. Growth means among different densities were compared using the Student's T-test for independent samples There was no correlation between biomass and aquarium volume. 
The highest correlation coefficients were found between growth rates and densities related to the number of individuals per shelter area. Mortality rate was directly related to the initial number of fish in the aquariums, with larger populations showing higher mortality rates. The treatment with lower stocking density displayed the highest growth rate, while the treatment with higher density had the lowest growth rate, with a 23.38% difference between them.
DOI: 10.21233/6ya5-rw40
title: Lake Titicaca diatom surface sample dataset

description: Raw data for the Lake Titicaca 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/kifgo2
title: El Paso Texas Medicaid Waiver Data

description: El Paso Texas Medicaid Waiver Data from 2015 to 2024
DOI: 10.7910/dvn/s0hezi
title: Replication Data for: Integrating Artificial Intelligence Across Cultural Orientations: A Longitudinal Examination of Creative Self-Efficacy and Employee Autonomy

description: This dataset supports the study "Integrating Artificial Intelligence Across Cultural Orientations: A Longitudinal Examination of Creative Self-Efficacy and Employee Autonomy." It includes participant responses across variables and time points in wide and long formats.
DOI: 10.7910/dvn/utlaks
title: Human Trafficking A Descriptive Study A Sociological Perspective

description: Human trafficking is a severe violation of human rights involving the exploitation of individuals through coercion, fraud, or force. It encompasses various forms, including forced labor, sexual exploitation, and organ trafficking.
DOI: 10.7910/dvn/tiuib2
title: AChE receptor

description: A dataset for modelling AChE receptor
DOI: 10.7910/dvn/u3nvv1
title: Characteristics and influencing factors of internet word-of-mouth of tourist attractions: evidence from Jiangxi ,China

description: The dataset comprises the Internet Word-of-Mouth data of A-grade tourist attractions in Jiangxi Province and its influencing factors. These data can be visualized spatially using spatial analysis tools, while the key factors affecting the IWOM of tourist attractions can be analyzed. Additionally, the multi-dimensional IWOM data of tourist attractions can be utilized to examine which aspects of visitor experiences are of primary concern to tourists. Furthermore, the dataset includes textual data of visitor reviews from representative tourist attractions of different types, which can be employed to analyze feedback on visitor experiences.
DOI: 10.7910/dvn/jjffrc
title: Replication Code for “Do Plastic Waste Imports Motivate Domestic Plastic Bags Regulations? A Panel Study, 1992-2019”

description: Plastic waste has emerged as an important global issue. The post-materialism hypothesis suggests that wealthy countries are likely to be early adopters of pollution control regulations. Yet, Global South countries have taken the lead in regulating plastic bags. To explain this puzzle, we examine the role of plastic waste imports in influencing the onset of domestic plastic bag regulations. Processing imported waste creates visible local pollution in the Global South and mobilizes citizens and environmental groups. Because plastic bags are a visible manifestation of the plastic pollution problem, they become focal points for regulatory action. Using a hazard model, our analysis of 133 countries for the 1992-2019 period suggests that plastic waste importers (located in the Global South) are more likely to regulate plastic bags (via fees or bans) earlier while plastic waste exports are not associated with plastic bag regulation. This paper raises broader theoretical issues about domestic policy spillovers of international trade, and how trade might unexpectedly activate domestic politics focused on post-materialist concerns.
DOI: 10.7910/dvn/tumslh
title: Enforcement and Compliance History Online (ECHO Exporter)

description: Downloaded data from EPA's Enforcement and Compliance History Online (ECHO). As described by the Agency: "The ECHO Exporter [provides] summary information about each facility in a table format. Because ECHO has a limit on the number of facilities that can be shown in one query, some users were not able to get all the information they needed. The ECHO Exporter solves that problem - providing a download for more than 1.5 million regulated facilities in one zip file. Over 130 data fields are available for each facility, including the frequency of inspections, violations, actions, and penalties. The file includes facilities regulated as Clean Air Act stationary sources, Clean Water Act direct dischargers, Resource Conservation and Recovery Act hazardous waste handlers, Safe Drinking Water Act public water systems along with other data, such as Toxics Release Inventory releases, industry codes, and permit types. Latitude/longitude information also is included when available, allowing users to integrate facility locations into maps, mobile apps, and websites. The FRS ID joins the data to other ECHO download files. To join Exporter data with other datasets, use the FRS program interest linkages download." [Quote from https://echo.epa.gov/tools/data-downloads#exporter]
description: ECHO data was downloaded by Stephen Ansolabehere on November 21st, 2024.
DOI: 10.7910/dvn/fwhpcz
title: Replication Data for: The Distributional Consequences of Incomplete Regulation

description: This replication package provides the code, data, describes sources, and constructs the figures and tables for the main text and the online appendix for "The Distributional Consequences of Incomplete Regulation" by Danae Hernandez-Cortes.
DOI: 10.21233/z774-yg64
title: Gull Lake diatom surface sample dataset

description: Raw data for the Gull Lake 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/n8z212
title: Sex differences I brain iron deposition and microglial ferritin in Alzheimer’s disease

description: Data included in the study "Sex differences I brain iron deposition and microglial ferritin in Alzheimer’s disease"
DOI: 10.7910/dvn/gvo2ba
title: Replication Data for: Explaining Gender Gap Variation in Political Science Knowledge Production

description: If we open a random political science journal, we have a roughly two to one chance that the article is written by a man. Beyond this general finding, we know very little about the gender gaps within political science knowledge production: are women more represented in lower or higher ranked journals? Do they publish more single- or multi-author papers? Do they publish more content in some fields than in others? Analysing an original dataset based on the International Political Science Abstracts from 2022 comprising more than 7000 articles and more than 13,000 authors in political science from around the world, this article provides answers to these questions. We find no difference in the percentage of female authors between more highly ranked and lower-ranked journals. We find a slightly higher propensity among women to publish in teams. When it comes to subfields of study, women are particularly underrepresented in the field of political theory, where women only publish 21.6 percent of all published articles, which is a deviation of roughly 12 percentage points from the overall average.
DOI: 10.21233/2qe8-hg95
title: LDDsite153 water chemistry dataset

description: Raw data for the LDDsite153 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/gv8gyy
title: Replication Data for: How Much Copaganda is There on Primetime TV

description: This dataset contains the text data, classification outputs, and analysis code used in the content analysis presented in Chapter 2 of Copaganda. The study uses supervised machine learning and dictionary methods to measure the political and racial content of police television shows from 2000–2023. Files include the coded script dataset, SVM training outputs, and full replication scripts with a README.
DOI: 10.7910/dvn/gvfwgd
title: Genai sECONDARY

description: For secondary ai
DOI: 10.7910/dvn/toeu7o
title: Data Collected from the Facilities Management Cybersecurity Survey

description: Facilities Management cybersecurity survey data used in the journal paper by Erika Anneli Parn, Muammer Semih Sonkor, Borja García de Soto, and Soheila Kookalani.
DOI: 10.7910/dvn/5g2n6l
title: Bad Mango: An open image dataset of bad Mangoes for machine vision enabled automated grading of produce based on visual characteristics.

description: Open Image Data Set of Bad Mangoes
DOI: 10.7910/dvn/neatcb
title: Replication Data for: Crowded Out: The Influence of Mental Load Priming on Intentions to Participate in Public Life

description: Data and code to replicate the results in, "Crowded Out: The Influence of Mental Load Priming on Intentions to Participate in Public Life," British Journal of Political Science.
DOI: 10.21233/4ccf-1t84
title: St. Paul Harbor vertebrate fauna dataset

description: Raw data for the St. Paul Harbor 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/5x5xwt
title: Experiences of the International In-Training Examination (I-ITE) by Rwandan pediatric residents – a mixed-methods description of candidate feedback

description: Background: The University of Rwanda is the only African residency to have implemented the pediatric International In-Training Examination (I-ITE) as a tool to monitor resident knowledge acquisition. The objective of this study was to better understand the acceptance and relevance of this exam to residents from this setting and their perceptions regarding this assessment tool.
Methods: This is a mixed-methods study describing candidate feedback. Immediately on completing the I-ITE residents provided feedback by filling in an electronic questionnaire comprised of four closed Likert questions and an open text box for free-text feedback. Participants were pediatric residents from the University of Rwanda, the only university in Rwanda with a pediatric residency program. Quantitative analysis of the Likert questions was undertaken descriptively using SPSS. Free-text feedback was coded and analysed. No specific guiding theory was used during the qualitative analysis, with coding and analysis undertaken by two researchers.
Results: Eighty-four residents completed a total of 213 I-ITE sittings during the five exam cycles undertaken during the study period. Quantitative and qualitative feedback was given by residents during 206 and 160 sittings, giving a response rate of 97% and 75%, respectively. Five themes emerged from the qualitative analysis; 1) undertaking the I-ITE was a positive experience; 2) exam content; 3) formative nature of the assessment; 4) challenges to completing the exam; 5) practicalities to undertaking the exam.
Conclusion: Qualitative feedback demonstrates that the I-ITE, a standardized, and independent exam, produced by the American Board of Pediatrics, was valued and well accepted by Rwanda pediatric residents. Its formative nature and the breadth and quality of the questions were reported to positively contribute to the residents' formative development.
DOI: 10.7910/dvn/rx4as5
title: Replication Data for: Opposition Rule under Autocracy: Evidence from Russia

description: How does the opposition govern under autocracy? Most authoritarian regimes tolerate some degree of internal opposition, allowing it to contest and even take power. Yet we know little about how such power-sharing dynamics affect governance. In this paper, I exploit a unique instance where the opposition won control of political institutions in a prominent electoral autocracy: the 2017 Moscow municipal elections. Using a difference-in-differences design, I find that opposition control of municipal councils reduced the financial returns from office for ruling party deputies. This decrease in earnings comes from opposition-held councils removing rent-seeking opportunities by organizing more competitive procurement, reducing unnecessary budget expenditures, and curbing over-the-top compensation. Using a survey experiment, I then show that voters prefer opposition candidates with municipal governing experience over ruling party ones without it. Even in repressive environments, challenging autocratic rule may be well served by joining rather than boycotting institutions.
description: This dataset underwent an independent verification process, complying with the AJPS Verification Policy updated June 2023, which replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of the code. The verification process was carried out by the Cornell Center for Social Sciences at Cornell University. 
<br>
 
The associated article has been awarded the Open Materials Badge. Learn more about the Open Practice Badges from the Center for Open Science. 
<br>


<br>
Open Materials Badge
DOI: 10.7910/dvn/gvafjt
title: Conifer-Associated Fusarium

description: Virulence, genomics (Illumina), and transcriptomics (RNAseq) data collected from conifer-associated Fusarium spp.
DOI: 10.7910/dvn/fwyrbw
title: The Global Subnational Census Database (SUB-TRUST Census)

description: The Global Subnational Population Census Database (SUB-TRUST Census) was compiled for the purpose of calculating poststratification weights used to adjust for subnationally unrepresentative survey data. The population census data were sourced from various census databases. The following statistical offices provided the underlying data: national statistics offices, Integrated Public Use Microdata Series (IPUMS) International and the Statistical Office of the European Communities (Eurostat) (see Table 1.2). Population counts for more than 170 countries spanning 1930 to 2024 were collected according to two demographic variables—gender and age groups (0-17, 18-29, 30-49, 50-64, and 65+)—for each subnational unit. As censuses are typically carried out decennially, we aimed to collect population data for each country at ten-year intervals. SUB-TRUST Census is fully harmonized with SUB-TRUST codes and labels.
DOI: 10.7910/dvn/mp4rov
title: Replication Data for: Beck K, Yersh V (2025) Consumption volatility, risk sharing, and capital mobility

description: Replication Data for: Beck K, Yersh V (2025) Consumption volatility, risk sharing, and capital mobility.
Data on consumption, income, investment and savings for a sample of 157 countries from 1970 to 2019.
The date set was prepared within the research project “Bayesian simultaneous equations model averaging - theoretical development and R package,” funded by the Polish National Science Centre, on the basis of the decision No. DEC-2021/43/B/HS4/01745.
DOI: 10.21233/r3x7-3v57
title: Echo Lake water chemistry dataset

description: Raw data for the Echo 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/4c2mdy
title: ID 234

description: Microglia Panel - Images
DOI: 10.7910/dvn/rwldvj
title: Extracted Data From: National Substance Use and Mental Health Services Survey (N-SUMHSS)

description: This submission includes publicly available data extracted in its original form. &lt;br /&gt;&lt;br /&gt;
If you have questions about the underlying data stored here, please contact the SAMHSA Webmaster: webmaster@samhsa.hhs.gov. If you have questions or recommendations related to this metadata entry and extracted data, please contact the CAFE Data Management team at: climatecafe@bu.edu.
 &lt;br /&gt;&lt;br /&gt;
&lt;blockquote&gt;N-SUMHSS releases yearly public-use files (PUFs). These are full datasets treated with confidentiality protections. The PUFs contain facility data on mental health and substance use treatment services. This includes location, characteristics, service provision and utilization of substance use and mental health treatment facilities. Note, the codebooks may not contain all variables. &lt;/blockquote&gt;&lt;br/&gt;
 [Quote from https://www.samhsa.gov/data/data-we-collect/n-sumhss-national-substance-use-and-mental-health-services-survey/datafiles]
 &lt;br /&gt;&lt;br /&gt; 
 The PUFs available each year have varied over time. This dataset is believed to contain a union of all the available PUFs.
They include the N-SUMHSS files of the dataset title (2021 to 2023) but also N-MHSS files (2010 to 2020), N-SSATS files (1997-2020), and UFDS files (1997-1998).
&lt;br/&gt;
Most data is available in a variety of formats, including Delimited (tab or comma), R, SAS, SPSS, and Stata. 
&lt;br/&gt;
Files are organized here in zip files by year. Within each year are one or more collection folders with names like:
collection_1283-N-SUMHSS
where the collection number was a value used in the web page dropdown control and the more meaningful abbreviation was derived from the actual filenames within the collection.
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

National Substance Use and Mental Health Services Survey (N-SUMHSS) data was downloaded by Anne Gunn on 2025-04-10.
DOI: 10.21233/jy4f-1363
title: Beaver (hollnd) diatom surface sample dataset

description: Raw data for the Beaver (hollnd) 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/ij2zmm
title: Replication Data for: Restricted-Access Data in Economics: Adoption, Diffusion, and Impact of U.S. Census Bureau's Microdata

description: Microdata from government agencies is believed to be valuable for economics research, and yet access to this data is highly restricted due to concerns about privacy and security. We provide an empirical assessment of the use and impact of restricted-access data that researchers can analyze at the U.S. Census Bureau's secure facilities. Our findings show that the use of Census Bureau's confidential data is growing and the publications employing it have a higher impact on the scientific and policy debate. However, adoption remains largely limited to established researchers from prestigious institutions. Our results and discussion inform the design of policies that balance privacy protection with accessibility to confidential microdata.
DOI: 10.7910/dvn/3xvjtq
title: OSM Rivers

description: Rivers of Crimea as traced from OpenStreetMap base map.