cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/pcmcvt
title: Annual Report of Long Term Care Facilities, 1994 (M620)

description: This data file consists of annual reports for 1248 long term care facilities in California for the year 1994. Items in the reports include: health service area, health facility planning area, license type, facility name and address, license classification, medicare certifications for skilled nursing and intermediate care, ownership type, length of stay in facility, presence of types care needed by patients, number beds, number bed days, and age and race of patients.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: of the Archive), within the Data Preservation Alliance for the Social Sciences ("Data-PASS") in accordance with the Data-PASS terms (the "Terms") of use (available from: http://www.icpsr.org/Data-PASS). Including permission to: (a) redisseminate copies of the Data Collection in a variety of distribution formats only according to the standard terms of use of the Archive; (b) promote and advertise the Data Collection in any publicity (in any form) for Data-PASS and the Archive; (c) describe, catalog, validate and document the Content; (d) store, translate, copy or re-format the Data Collection in any way to ensure its future preservation and accessibility, improve usability and/or protect respondent confidentiality; (e) incorporate metadata (cataloging information) or documentation regarding this study into public access catalogues. The Archive represents and warrants that the Content conforms to all Terms and that the Archive is lawfully entitled and has full authority to license Data-Pass to use the Materials in the ways described in the Terms.;
DOI: 10.7910/dvn/pjsctb
title: A13_25958.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/6a8f230d-3818-4b66-a8fb-26f9c2e761b3'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/6a8f230d-3818-4b66-a8fb-26f9c2e761b3
DOI: 10.7910/dvn/qzcm6c
title: Replication Data for: The Pentacam® AXL Wave provides a very reliable wavefront-based objective refraction when compared to manifest subjective refraction: a prospective comparison study

description: Replication Data for: The Pentacam® AXL Wave provides a very reliable wavefront-based objective refraction when compared to manifest subjective refraction: a prospective comparison study
DOI: 10.7910/dvn/tfakz5
title: Participant 5

description: Participant 5
DOI: 10.7910/dvn/ttp7ao
title: Mitigation against Climate Change Technologies Patents CPC Classification from EPO Codefest and partly sourced from OPS and CHEMU
title: NLP, Knowledge Graphs

description: This dataset contains 9 classes of technologies related to mitigating climate change, as classified according to the Y02 CPC classification system. Each class contains a range of technologies and patents related to mitigating climate change, such as renewable energy, carbon capture and storage, waste management, and energy efficiency. For each class, the dataset includes the document code and the claims for the patents

Additionally, the dataset includes both chemical and text-to-text relation extraction datasets which we extracted for the EPO Codefest 2022-2023 challenge via Open Patent Services.
DOI: 10.7910/dvn/yum3k8
title: Replication Data for: When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?

description: Many researchers use unit fixed effects regression models as their default methods for causal inference with longitudinal data. We show that the ability of these models to adjust for unobserved time-invariant confounders comes at the expense of dynamic causal relationships, which are permitted under an alternative selection-on-observables approach. Using the nonparametric directed acyclic graph, we highlight two key causal identification assumptions of unit fixed effects models: past treatments do not directly influence current outcome, and past outcomes do not affect current treatment. Furthermore, we introduce a new nonparametric matching framework that elucidates how various unit fixed effects models implicitly compare treated and control observations to draw causal inference. By establishing the equivalence between matching and weighted unit fixed effects estimators, this framework enables a diverse set of identification strategies to adjust for unobservables in the absence of dynamic causal relationships between treatment and outcome variables. We illustrate the proposed methodology through its application to the estimation of GATT membership effects on dyadic trade volume.
description: This dataset underwent an independent verification process that replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of code. 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/eqbnii
title: A map of lowland rice extent in the major rice growing countries of Asia

description: MODIS based rice extent maps shows the general extent of rice in Asia compiled from analysis for 2000 to 2012.
DOI: 10.7910/dvn/mblv59
title: Replication Data for: The Trend and Factors of Public Trust in the Military in Taiwan

description: This dataset is used to replicate a study published in the Japanese Journal of Political Science. It comprises relevant variables from the six waves of regional surveys in Taiwan, conducted as part of the Asian Barometer project. For more details, visit the following website: https://www.asianbarometer.org/. The uploaded materials include three items: the dataset file (ABS_Taiwan_6waves.dta), the analysis do file (replication.do), and the codebook (Codebook.pdf).
DOI: 10.7910/dvn/nnkg0z
title: Changing Cropping Patterns in the Central Himalaya: Causes and Implications

description: The Himalaya is experiencing significant changes in land use and cropping patterns. This paper examines the major causes and consequences of these changes in the Central Himalaya, focusing on two districts: Dehradun (Garhwal region) and Nainital (Kumaon region). Data on land use and cropping patterns for both districts were collected from the district statistical diaries and, subsequently, were analyzed. The analysis reveals that cropping patterns are undergoing substantial changes in both districts, although the change is not uniform across the regions. Various factors contribute to the shifting cropping patterns. In the recent past, there has been a notable increase in climate variability and change, with a persistent warming observed in the river valleys and mid-altitudes. Other significant factors influencing the changing cropping patterns include decline in the area and production of crops, alterations in food habits, population growth, and out-migration in the Central Himalaya.
DOI: 10.7910/dvn/tcnv0
title: House Unpassed Legislation 1858, Senate laid on the table, SC1/series 230, Petition of W.H. Ingraham

description: &lt;p&gt;Petition subject: Removal of Edward Greeley Loring &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11029798"&gt;http://nrs.harvard.edu/urn-3:FHCL:11029798&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Watertown &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Thomas L. French, Watertown &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;W.H. Ingraham&lt;/li&gt;&lt;li&gt;William Webster&lt;/li&gt;&lt;li&gt;Horace Clark&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1858-01-16 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 16, 1858 &lt;/p&gt; &lt;p&gt;Total signatures: 34 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 34 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, ["legal voters"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1858, laid on the table &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/tjzcfj
title: Survey data for "Reducing embodied carbon with material optimization in structural engineering practice: Perceived barriers and opportunities"

description: In early 2023, a survey of practicing structural engineers in the US was conducted to understand their views on embodied carbon and the use of computational design tools, such as parametric design and optimization, to reduce embodied carbon. Any identifying information has been removed to preserve the anonymity of the respondents.
DOI: 10.7910/dvn/6u2tad
title: Replication materials - Immigrants’ earnings and neighbourhood economic wealth: the conditioning role of citizenship

description: Replication materials - analysis and figures
DOI: 10.7910/dvn/j9oaux
title: Replication Data for: Biased Sanctions? Methodological Change in Economic Sanctions Reconsidered and Its Implications

description: We investigate the influence of case selection and (re)coding for two vintages of a key resource for research on economic sanctions: the Peterson Institute database reported in Hufbauer et al. (second edition in 1990 and third edition in 2007, often identified by their abbreviations HSE and HSEO). The Peterson Institute has not transparently reported about these changes. These changes make it more likely to find sanction success. A multivariate probit analysis establishes upward bias related to modest policy change, duration, and cost to target and downward bias for regime change, military impairment, companion policies, and cost to the sender.
DOI: 10.7910/dvn/tq3qoq
title: The Kyoto Protocol: Two-Level Bargaining and European Integration

description: The politics of ratifying the Kyoto Protocol may suggest a two-level game; yet, our quantitative analysis shows that ratification constraints did not affect bargaining over the Protocol, nor did bargaining outcomes affect ratification. The politics of the Kyoto Protocol are best understood as an example of the ‘Europeanization’ of international politics: European countries subordinate their domestic politics to international cooperation, and the European Union emerges as a key agenda setter. We find that European countries ratified the Protocol in lock step and offered selective incentives—such as EU accession—to most of the participants. Case studies of Russia and Poland confirm our interpretation of the empirical findings.
DOI: 10.7910/dvn/6oon4f
title: IEHate: Dataset for Analysis of Hate Speech in Indian Election

description: We introduce a new dataset named IEHate, which contains 11,457 manually annotated Hindi tweets related to the Indian Assembly Election Campaign from November 1, 2021, to March 9, 2022.&lt;br&gt;
&lt;b&gt;Note:&lt;/b&gt; If you use this data, as per the data access agreement, you will need to cite our work introducing the data. &lt;br&gt;
&lt;b&gt;Label 1:&lt;/b&gt; Hate Speech&lt;br&gt;
&lt;b&gt;Label 0:&lt;/b&gt; No Hate Speech&lt;br&gt;
description: Please note the following regarding the dataset usage.<br>


If you use this dataset, you agree to cite the publication associated with this dataset.
The dataset should only be used for academic research.
The dataset is not permitted to be distributed or shared with any third-party organization. The interested parties should use data from our source.
DOI: 10.7910/dvn/6rmwbd
title: Replication Data for Estimation of Media Slants in South Korean News Agencies Using News Reports on the Sewol Ferry Disaster

description: This data set is a replication data for "Estimation of Media Slants in South Korean News Agencies Using News Reports on the Sewol Ferry Disaster." It contains two Rdata files, one bugs code, and one R code. The two Rdata files include phrase frequencies computed by preprocessed text document of news reports on the Sewol Ferry Disaster from 28 news agencies in South Korea. The R code implements main results of the analysis in the paper. The computation of the model is done by JAGS.
DOI: 10.7910/dvn/adrxba
title: Replication data for: Five Studies on the Causes and Consequences of Voter Turnout

description: &lt;br /&gt;In advanced democracies, many citizens abstain from participating in the political process. Does low and unequal voter turnout influence partisan election results or public policies? If so, how can participation be increased and how can the electorate become more representative of the greater population? Study 1 examines the adoption of compulsory voting laws in Australia in order to assess the effects of near-universal turnout. When new, working class voters were brought the polls Aus
tralia saw significant changes in election results and public policy. Study 2 explores the partisan consequences of marginal changes in voter turnout in the United States by comparing the partisan preferences of regular and marginal voters. Across three independent tests and settings, marginal voters are significantly more supportive of the Democratic Party compared to regular voters. Studies 3 and 4 examine several potential cures for low turnout. Study 3 examines the common view that social capital and community participation will increase political participation, a claim that has not been rigorously tested. Exploiting the timing of saint’s day fiestas in Mexico and a change in the Mexican electoral calendar, this study finds that social capital and community engagement appear to be substitutes rather than complements for political participation. Study 4 tests another widely held view that increased electoral competition will boost electoral participation, but a range of tests finds little support for this hypothesis. Finally, Study 5 demonstrates that marginal increases in voter turnout will not necessarily make the electorate more representative of the greater population. Get-out-the-vote interventions have been shown to increase turnout si
gnificantly and they are widely touted as beneficial for democracy, but surprisingly, these interventions actually increase inequalities in turnout by primarily mobilizing more of the types of citizens who were already voting. In short, low voter turnout and inequalities in voter turnout have significant political and policy consequences, but the problem is hard to fix. Even seemingly benign cures like social capital, electoral competition, and voter mobilization have little benefit or may even be detrimental.
&lt;br /&gt; Complete date fields below for: time period covered; and date of collection
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/nmem7d
title: ShortAnswersIDSV

description: This data set contains exam questions and answers from an introductory course to computer science.
DOI: 10.7910/dvn/nmwg23
title: Les ventes aux enchères de tableaux, arts graphiques et sculptures à Paris (1831-1925) : artistes, prix et adjudicataires

description: Source : dépouillement de toutes les ventes aux enchères publiques de tableaux, arts graphiques et sculptures qui eurent lieu à Paris, en 1831, 1850, 1875, 1900 et 1925. 
Ce fichier présente les statistiques des prix d'adjudication, les principaux adjudicataires et une étude exhaustive des artistes dont les oeuvres ont été mises en vente à Paris pour ces années.
DOI: 10.7910/dvn/pbdzkh
title: Diretório e Executivas Nacionais - Brasil - Partido Político Socialista Brasileiro - PSB
title: Diretório de partido político

description: Partidos Políticos do Brasil, Diretórios, Executiva, Membros, Eleitorado, Eleições, Votos,
description: DIRETÓRIO
description: TSE
DOI: 10.7910/dvn/pddz4q
title: The SEOSS Dataset - Requirements, Bug Reports, Code History, and Trace Links for Entire Projects

description: A systematically retrieved dataset consisting of 33 open-source software projects containing a large number of typed artifacts and trace links between them.
The artifacts stem from the projects' issue tracking system and source version control system to enable their joint analysis.
Enriched with additional metadata, such as time stamps, release versions, component information, and developer comments, the dataset is highly suitable for empirical research, e.g., in requirements and software traceability analysis, software evolution, bug and feature localization, and stakeholder collaboration.
It can stimulate new research directions, facilitate the replication of existing studies, and act as benchmark for the comparison of competing approaches.
DOI: 10.7910/dvn/pjklwj
title: Japan-G Dataset, Gun and Kuni Maps (1887)
title: G. W. Skinner Regional Systems Dataset

description: Gun sketch maps digitized from Kyudaka kyuryo torishirabecho 旧高旧領取調帳 by Motoi Kimura 木村礎. 205 Attributes, primarily historical variables and analytical derived variables. Original data does not include Hokkaido. (updated version includes completed Kuni maps, including Hokkaido). Compilers: Tsunetoshi Mizoguchi, G. W
illiam Skinner, Catherine Koehler, Kyle Matoba, and Mark Henderson. Editors: Merrick Lex Berman, Fabian Drixler, and Akihiro Tsukamoto.
description: G. W. Skinner Regional Systems Dataset
description: 10, 10
DOI: 10.7910/dvn/reucqr
title: 2014 Social Accounting Matrix for Malawi

description: This data study includes social accounting matrix (SAM) for Malawi for the year 2014. The SAM is an extension of the Standard Nexus structure. It consists of 63 activity sectors, 65 commodity sectors, three types of factors of production: labor (rural and urban disaggregated by level of education), land, and capital (disaggregated by crops, livestock, mining and other sectors). The household sector is divided spatially into urban and rural households. Rural households are further disaggregated into households that earn crop and/or livestock incomes (i.e., farm households) and those that do no earn incomes from either source (i.e., nonfarm households). Households are further disaggregated into per capita expenditure quintiles. This SAM allows analyzing issues at the detailed level and to better understand the potential impacts of policy changes for both better off and more vulnerable households.
description: <b> About Nexus Project </b>
The Nexus Project is a collaboration between various international organizations and national statistical agencies and research institutions to improve the quality of social accounting matrices (SAMs) used for country-level computable general equilibrium (CGE) modeling. The Nexus Project establishes common data standards, procedures and classification systems from constructing and updating national SAMs. The Nexus Project addresses the need for greater transparency and consistency in SAM construction in order to strengthen model-based research and policy analysis in developing countries. It also supports more robust cross-country comparisons of economic structure and policy. The guiding principle of the Nexus Project is that all SAM data should be traceable to its original sources and/or assumptions. Nexus SAMs are freely available online or from collaborating organizations and statistical agencies. 

The Nexus Project is led by the International Food Policy Research Institute (IFPRI). Participating organizations include the Food and Agriculture Organization (FAO), the International Fund for Agricultural Development (IFAD), and the European Community's Institute for Prospective Technological Studies (JRC-IPTS). Nexus SAMs are usually constructed together with national statistical agencies and are regularly updated to include the most recent available data. The African Growth and Development Policy Modeling (AGRODEP) network helps disseminate Nexus SAMs to African researchers.
description: Social Accounting Matrix (SAM)
description: EXCEL, 2016
DOI: 10.7910/dvn/ytxahr
title: Replication Data for: Haplotype heterogeneity and low linkage disequilibrium reduce reliable prediction of genotypes for the ‑α3.7I form of α-thalassaemia using genome-wide microarray data

description: &lt;p&gt;This is a replication dataset for the submitted manuscript: &lt;a href="https://doi.org/10.12688/wellcomeopenres.16320.1"&gt;"Haplotype heterogeneity and low linkage disequilibrium reduce reliable prediction of genotypes for the α3.7I form of α-thalassaemia using genome-wide microarray data"&lt;/a&gt;. &lt;/p&gt; 

&lt;p&gt;The dataset contains genotyped α-thalassemia mutations from more than 6,000 individuals from Kilifi, Kenya. These data along with their corresponding Illumina HumanOmni2.5-4 microarray data was used to investigate the haplotype structure of α-thalassemia deletion variants in the population, and the potential utility of a wide range of indirect GWAS-based approaches, including the microarray-chip intensity data and haplotype imputation, as an alternative to direct typing.&lt;/p&gt;

&lt;p&gt;&lt;em&gt;&lt;strong&gt;Version notes: &lt;/strong&gt;This revision was made following review of the primary manuscript related to this data package and includes 2 updated files and an additional data file with associated descriptions file.&lt;/em&gt;&lt;/p&gt;
description: <strong>Data Access: </strong>Open

<strong>License: </strong>Creative Commons Attribution 4.0 International
DOI: 10.7910/dvn/f6ljp8
title: Intergroup Behavioral Strategies as Contextually Determined: Experimental Evidence from Israel

description: replication files for Enos, Ryan D. and Noam Gidron. "Intergroup Behavioral Strategies as Contextually Determined: Experimental Evidence from Israel," The Journal of Politics.
DOI: 10.7910/dvn/nmeqoy
title: Silurian fossil from South Wales - CND - 91B

description: Silurian fossil from South Wales - CND - 91B - Trilobite pygidium
description: Trilobite pygidium - Counterpart of CND 91A (doi:10.7910/DVN/XNPM1H) - Size markers: The smallest squares are 1 x 1 mm.