cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ep6ccd
title: Shan Household, Agriculture and Rural Economy: Community Survey – May-October 2017

description: The Shan Household, Agriculture and Rural Economy Survey (SHARES) was implemented from June to October 2018. SHARES was comprised of household and community components, designed to produce a detailed picture of livelihoods, farming systems and the rural economy in southern Shan, and the dynamics of recent changes in each of these areas. Particular attention was paid to production of maize and pigeon pea - two of the main commercial crops grown in this area. The surveys were designed to address four key research questions. (1) How has the welfare of rural households in South Shan been affected by the introduction of hybrid maize? (2) What factors have facilitated agricultural commercialization, diversification and, specialization, and how have these processed affected incomes, food security and resilience? (3) How do conflict, infrastructure development, trade policies and agricultural commercialization interact? (4) What practices could improve the performance of maize and pigeon pea farmers? For the household component of the survey, a total 1563 households were interviewed in 99 enumeration areas in 9 townships in southern Shan, representing a population of 201,285. Enumeration areas were selected by a stratified two-stage sampling. Areas with known security issues or no maize/pigeon pea cultivation were excluded. The Department of Population drew a systematic sample of Enumeration Areas (EA) with probability proportional to size, using the sample frame of national census. The household survey instrument include modules on the following: non-farm employment; migration; assets & housing; land; agriculture; maize and pigeon pea cultivation; agricultural machinery use, credit; consumption. 

The SHARES community component covered 323 villages in 12 townships in Southern Shan. Ninety-nine of the selected villages overlapped with the enumeration areas selected for inclusion in the SHARES household survey. The remaining 224 community survey villages were selected randomly with probability proportional to size. Community questionnaires were administered during group interviews. The survey instrument focused on capturing multi-year recall data on key community characteristics, and was divided into modules covering population, physical and social infrastructure, crop cultivation patterns, agricultural wages and migration, number and type of rural enterprises, access to credit, perceptions of climate change, and experience of conflict. This approach was adopted to gain insights into changes occurring within the rural economy at the ‘landscape’ level that would complement ‘micro’ level data from the household survey.
description: Funding for data collection and analysis was generously provided by USAID Burma and the Livelihoods and Food Security Trust (LIFT) Fund. USAID Burma: AID-482-LA-14-00003. LIFT Myanmar: R 1.4/029/2014
DOI: 10.7910/dvn/o7wkno
title: Replication Data for: Moral Hazard and Financial Crises: Evidence from American Troop Deployments

description: Do international lenders of last resort create financial instability by generating moral hazard? The evidence is thin and plagued with measurement error. We use the number of American troops hosted by third countries to measure the strength of American commitment to ensuring the countries’ economic health. We test several hypotheses against a dataset covering about sixty-eight countries between 1960 and 2009. Using evidence from fixed-effects and instrumental-variable models, we find that increasing the number of US troops by one standard deviation above the mean raises the probability of a financial crisis in the host country by up to 13 percentage points. We also investigate the channels through which moral hazard materializes. Countries with more US troops conduct more expansionary fiscal and monetary policies, implement riskier financial regulations, and receive more capital, especially from US banks. While many scholars of international relations view the American overseas military presence as a source of stability, we identify an underexplored mechanism by which it generates instability.
DOI: 10.7910/dvn/trmyo4
title: Replication Data for: The Process of Revolutionary Protest: Development and Democracy in the Tunisian Revolution

description: Replication data for the article "Replication Data for: The Process of Revolutionary Protest: Development and Democracy in the Tunisian Revolution." Note that raw Twitter is retrievable from the Dropbox link provided in the relevant R scripts. The download password will be provided by the author on request.
DOI: 10.7910/dvn/y4sug6
title: A12_22959.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/31686eaf-9999-4c78-a697-f785bbe68112'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/31686eaf-9999-4c78-a697-f785bbe68112
DOI: 10.7910/dvn/zkydu6
title: Replication Data for: The Spread of Nuclear Weapons and International Conflict: Does Experience Matter

description: Replication Data for: The Spread of Nuclear Weapons and International Conflict: Does Experience Matter
DOI: 10.7910/dvn/7u8r2d
title: Wright Files I-Z Edited; Docketed Case: 81-1514
DOI: 10.7910/dvn/8ajyxz
title: Replication Data for: Grand Old (Tailgate) Party? Partisan discrimination in apolitical settings

description: The included STATA do file and data sets replicate the analyses in Engelhardt and Utych "Grand Old (Tailgate) Party?
Partisan discrimination in apolitical settings"
DOI: 10.7910/dvn/el1spb
title: Replication data for: Coding Complexity: Bringing Law to the Empirical Analysis of the Supreme Court

description: In recent years, the legal academy has experienced a surge of interest in quantitative empirical analysis. Unfortunately, this enthusiasm has not always been accompanied by careful analysis of what the tools and resources of quantitative analysis can tell us about law and legal doctrine. As this Article demonstrates, the findings of some studies therefore unwittingly reflect the limitations of those tools and resources rather than providing insight into the workings of courts.
Specifically, the data available here were collected for an Article (Coding Complexity: Bringing Law to the Empirical Analysis of the Supreme Court, 60 Hastings L. J. 101 (2009)) that provides long-overdue critical analysis of the most influential source of data about the Supreme Court, the Original Supreme Court Database, created by political scientist Harold J. Spaeth. The Database, which codes every opinion issued by the Supreme Court since 1953, contains coding for legal provisions consid
ered by the Court and for what Spaeth calls issue and issue area. These codes, however, do not report reliable information about the role that law and legal doctrine plays in the Supreme Court’s cases. The Database’s limitations have important, but poorly understood, implications for the many scholars who rely on the Database. The Article describes a number of specific studies whose results are unreliable because of the way they use the Database.
The data here are from the Article's Recoding Project of a random sample of recent Supreme Court cases. The findings of the Recoding Project indicate that significant information about law and doctrine is omitted from the Database. The Article concludes by discussing implications for future research and explores ways to develop more comprehensive and law-focused coding protocols.
DOI: 10.7910/dvn/ep9w0u
title: Replication Data for: Is Missing Haemodialysis Associated with Short Term Morbidity and Mortality in End Stage Renal Disease?

description: To determine the effect of missed haemodialysis sessions.
DOI: 10.7910/dvn/fieygj
title: Enslaved People in the African American National Biography, 1508-1865

description: The "Enslaved People in the &lt;em&gt;African American National Biography&lt;/em&gt;, 1508-1865" dataset builds on the complete print and online collection of the &lt;em&gt;African American National Biography&lt;/em&gt; (AANB), edited by Henry Louis Gates, Jr. and Evelyn Brooks Higginbotham. The full collection contains over 6,000 biographical entries of named historical individuals, including 1,304 for subjects born before 1865 and the abolition of slavery in the United States. In making a subset of biographical entries from the multivolume work, the goal was to extract life details from those biographies into an easy-to-view database form that details whether a subject was enslaved for some or all of their lives and to provide the main biographical details of each subject for contextual analysis and comparison. 52 fields covering location data; gender; names, alternate names and suffixes; dates and places of birth and death; and up to 8 occupations were included. We also added 13 unique fields that provide biographical details on each subject: Free born in North America; Free before 13th Amendment; Ever Enslaved; How was freedom attained; Other/uncertain status; African born; Parent information; Runaways and rebels; Education/literacy; Religion; Slave narrative or memoir author; Notes; and Images.
DOI: 10.7910/dvn/svamta
title: Nobel Laureates 1901-2019

description: &lt;h1&gt;Nobel Prize Dataset Metadata&lt;/h1&gt;
 &lt;ul&gt;
 &lt;li&gt;&lt;strong&gt;File Format:&lt;/strong&gt; CSV (Comma-Separated Values)&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Number of Entries:&lt;/strong&gt; Data includes multiple entries, with each row representing a Nobel Prize award.&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Columns (Selected):&lt;/strong&gt;
 &lt;ul&gt;
 &lt;li&gt;&lt;code&gt;awardYear&lt;/code&gt;: The year the prize was awarded.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;category&lt;/code&gt;: The category of the Nobel Prize (e.g., Physics, Chemistry, Literature, Peace, Physiology or Medicine, Economic Sciences).&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;categoryFullName&lt;/code&gt;: The full name of the category.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;sortOrder&lt;/code&gt;: The order in which the prizes are listed for the year.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;portion&lt;/code&gt;: The share of the prize that the laureate received.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;prizeAmount&lt;/code&gt;: The amount of the prize in Swedish kronor (SEK) at the time of the award.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;prizeAmountAdjusted&lt;/code&gt;: The prize amount adjusted for inflation to a recent year.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;dateAwarded&lt;/code&gt;: The date on which the prize was awarded.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;prizeStatus&lt;/code&gt;: Status of the prize (e.g., received).&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;motivation&lt;/code&gt;: The official motivation for the award.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;laureate type&lt;/code&gt;: Indicates if the laureate is an individual or an organization.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;gender&lt;/code&gt;: The gender of the laureate.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;birth_date&lt;/code&gt;, &lt;code&gt;birth_city&lt;/code&gt;, &lt;code&gt;birth_country&lt;/code&gt;: Birth details of the laureate.&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;org_name&lt;/code&gt;, &lt;code&gt;org_city&lt;/code&gt;, &lt;code&gt;org_country&lt;/code&gt;: Details of the organization (if the laureate is an organization).&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;affiliation_1&lt;/code&gt;, &lt;code&gt;affiliation_2&lt;/code&gt;, &lt;code&gt;affiliation_3&lt;/code&gt;, &lt;code&gt;affiliation_4&lt;/code&gt;: Affiliation details for the laureate.&lt;/li&gt;
 &lt;/ul&gt;
 &lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Total Columns:&lt;/strong&gt; 52 columns, including detailed information about the laureates and their affiliations, birth details, and specifics about the awards.&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Use Cases:&lt;/strong&gt; This dataset can be used for historical analysis of Nobel Prizes, demographic studies of laureates, statistical analysis of prize amounts over time, and research into the distribution of awards across categories and countries.&lt;/li&gt;
 &lt;/ul &gt;

&lt;p&gt;&lt;strong&gt;Source:&lt;/strong&gt; &lt;a href="https://www.kaggle.com/datasets/imdevskp/nobel-prize" target="_blank"&gt;Kaggle&lt;/a&gt;&lt;/p&gt;
DOI: 10.7910/dvn/tsu4y0
title: hou02665c00794

description: Houghton Library, collector. Houghton Library collection of Cuban slavery documents, 1561-1898. Accounts, Pedro Lorenzo de la Concepción, Isla de Pinos / Cuentas, Pedro Lorenzo de la Concepción, Isla de Pinos, 1848 May 2 / mayo 2. MS Span 170, Box 5, Folder 2. Houghton Library, Harvard University, Cambridge, Mass.
description: URN-3:FHCL.HOUGH:100970652
DOI: 10.7910/dvn/zj7qsv
title: Replication data for: Determinantes do comportamento particularista de legisladores estaduais brasileiros

description: This article focuses on the behavior of legislators in twelve States of Brazil. The aim was to analyze the effects produced by: 1) degree of electoral and legislative competition; 2) the ideological position of the State legislators' parties; 3) types of voter constituency; and 4) types of consistent supporters of State legislators in relation to the degree of their particularist behavior. The study drew on the results of a survey conducted in twelve States of Brazil, besides secondary data from the 2006 elections. The analysis used multiple linear regression models. The main observations related to: (a) the positive effect of regional interest representation and consistent regional supporters on particularist behavior and (b) the increased likelihood of particularist behavior among State legislators belonging to parties on the right of the political spectrum.
DOI: 10.7910/dvn/nuernz
title: Global gasoline taxes and subsidies

description: Replication data for Ross, Michael L., Chad Hazlett, and Paasha Mahdavi, "Global progress and backsliding on gasoline taxes and subsidies," Nature Energy 2, 16201 (2017).
DOI: 10.7910/dvn/pzaoo6
title: Replication data for: Deep Interactions with MRP: Election Turnout and Voting Patterns Among Small Electoral Subgroups

description: Using multilevel regression and poststratification (MRP), we estimate voter turnout and vote choice within deeply interacted subgroups: subsets of the population that are defined by multiple demographic and geographic characteristics. This article lays out the models and statistical procedures we use, along with the steps required to fit the model for the 2004 and 2008 Presidential elections. Though MRP is an increasingly popular method, we improve upon it in numerous ways: deeper levels of covariate interaction, allowing for non-linearity and non-monotonicity, accounting for unequal inclusion probabilities that are conveyed in survey weights, post-estimation adjustments to turnout and voting levels, and informative multidimensional graphical displays as a form of model checking. We use a series of examples to demonstrate the flexibility of our method, including an illustration of turnout and vote choice as subgroups become increasingly detailed, and an analysis of both vote choice changes and turnout changes from 2004 to 2008.
description: Version Date: 2012-07-25Version Text: 1.0
DOI: 10.7910/dvn/sxli0p
title: Replication Data and code for Laustsen & Petersen 2017 ("When the Party Decides: The Effects of Facial Competence and Dominance on Internal Nominations of Political Candidates")

description: This data set consists of the raw data with corresponding command file for results in the article "Laustsen, Lasse & Michael Bang Petersen, 2017: When the Party Decides: The Effects of Facial Competence and Dominance on Internal Nominations of Political Candidates". The data-file is available with corresponding do-file for replication analyses in Stata.
DOI: 10.7910/dvn/7tgfn
title: Senate Unpassed Legislation 1851, Docket 13162, SC1/series 231, Petition of J.F. Clark

description: &lt;p&gt;Petition subject: To protect rights and liberties of Commonwealth inhabitants &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11858395"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858395&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Sandwich &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;J.F. Clark&lt;/li&gt;&lt;li&gt;Thomas Blackwell&lt;/li&gt;&lt;li&gt;Mary Ann Mash&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 73 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 59 &lt;/p&gt; &lt;p&gt;Female signatures: 10 &lt;/p&gt; &lt;p&gt;Other male signatures: 3 &lt;/p&gt; &lt;p&gt;Unidentified signatures: 1 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, legal voters, other persons, [females], [other males], ["voters"], ["others"] &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;Signatory column format: column separated &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: Senate Unpassed 1851, Docket 13162 &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/s2wv4v
title: L'anguria lirica - 3D Model - Full Resolution Point Cloud

description: Full Resolution 3D point cloud in .ply format.
DOI: 10.7910/dvn/sg55bj
title: Replication Data for: When do Männerparteien Elect Women? Radical Right Populist Parties and Strategic Descriptive Representation

description: Radical right populist (RRP) parties are often described as Männerparteien, predominantly led by, represented by and supported by men. Yet recently, these parties have elected more women. Under what conditions do we see this increase in women MPs? This paper presents a novel argument of strategic descriptive representation: electorally struggling RRP parties with large gender gaps in voter support increase their proportion of women MPs to attract previously untapped women voters. To test this argument, we develop the most comprehensive dataset to date on women MPs and gender differences in voter support across Europe and over time, covering 187 parties in 30 countries from 1985 to 2018. Our analyses confirm that RRP parties engage in strategic descriptive representation when they are both struggling electorally and suffering from a gender gap in support. Additional models reveal that this tactic is largely unique to RRP parties.
DOI: 10.7910/dvn/sybgzl
title: A Million News Headlines
title: News Headlines published over a period of 19 Years

description: original format: casaava ; comma seperated values
&lt;br&gt;
tuples: 1244184
&lt;br&gt;
column one: publish_date - date article was published, yyyyMMdd format
&lt;br&gt;
column two: headline_text - title of the article in english, ascii charset
description: w3-event-abcaus
description: Hydrargyrum-Ujjwalinda
description: This contains data of news headlines published over a period of nineteen years. Sourced from the reputable Australian news source ABC (Australian Broadcasting Corporation)
<br>
I look at this news dataset as a summarised historical record of noteworthy events in the globe from early-2003 to end-2021 with a more granular focus on Australia.
<br>
This includes the entire corpus of articles published by the ABC website in the given time range. With a volume of two hundred articles each day and a good focus on international news, we can be fairly certain that every event of significance has been captured here.
<br>
Digging into the keywords, one can see all the important episodes shaping the last decade and how they evolved over time. For example: financial crisis, iraq war, multiple elections, ecological disasters, terrorism, famous people, local crimes etc.
description: Sodeductive
DOI: 10.7910/dvn/ay2qzm
title: Energy Statistics Database

description: The 2005 edition of the Energy Statistics Database contains comprehensive energy statistics on more than 215 countries or areas for production, trade, transformation and intermediate and final consumption (end-use) for primary and secondary conventional, non-conventional and new and renewable sources of energy. In addition, mid-year population estimates are included to enable the computation of per capita data. Data on heating (calorific) values are also provided to enable conversion to a common unit (terajoules) for interfuel comparison and analyses.
description: <b>MIT affiliates should access this dataset by logging into Dataverse and selecting Massachusetts Institute of Technology.</b> Before uploading to the repository, files that were in a proprietary format (.xls, .doc) were converted to open formats and uploaded in addition to the original files supplied by the publisher.;
DOI: 10.7910/dvn/ttoxmb
title: Global Energy Relations Dataset (GERD) 1978-2014

description: The Global Energy Relations Dataset (GERD) aims to facilitate systematic analyses of energy relations in IR. The dataset offers yearly energy flow data for all country-pairs around the globe between 1978 and 2014. The data are compiled from major international and national agencies that offer reliable data on energy trade. Standardized over megajoules, the data are offered in directed-dyadic (exporter-importer) and monadic (country-only) format. The data are further broken down by resource (i.e., coal, oil, gas, and electricity) whenever possible.
description: In any papers or publications that use this data set, authors are kindly asked to cite the following article:
Gökçe, O. Z., Hatipoğlu, E. (2022) "Documenting Energy Flows between States: The Global Energy Relations Dataset (GERD), 1978–2014," International Interactions, https://doi.org/10.1080/03050629.2022.2045286
DOI: 10.5281/zenodo.15132353
title: MANTRA: The Manifold Triangulations Assemblage

description: MANTRA is a dataset consisting of combinatorial triangulations of manifolds. It can be used to create novel algorithms in topological deep learning or debug existing ones. See our ICLR 2025 paper for more details on potential experiments.

Please use the following citation for our work:



@inproceedings{Ballester25a,
  title         = {{MANTRA}: {T}he {M}anifold {T}riangulations {A}ssemblage},
  author        = {Rubén Ballester and Ernst Röell and Daniel Bīn Schmid and Mathieu Alain and Sergio Escalera and Carles Casacuberta and Bastian Rieck},
  year          = 2025,
  eprint        = {2410.02392},
  archiveprefix = {arXiv},
  primaryclass  = {cs.LG},
  booktitle     = {International Conference on Learning Representations},
  url           = {https://openreview.net/forum?id=X6y5CC44HM},
}
DOI: 10.5281/zenodo.15259901
title: MANTRA: The Manifold Triangulations Assemblage

description: MANTRA is a dataset consisting of combinatorial triangulations of manifolds. It can be used to create novel algorithms in topological deep learning or debug existing ones. See our ICLR 2025 paper for more details on potential experiments.

Please use the following citation for our work:



@inproceedings{Ballester25a,
  title         = {{MANTRA}: {T}he {M}anifold {T}riangulations {A}ssemblage},
  author        = {Rubén Ballester and Ernst Röell and Daniel Bīn Schmid and Mathieu Alain and Sergio Escalera and Carles Casacuberta and Bastian Rieck},
  year          = 2025,
  eprint        = {2410.02392},
  archiveprefix = {arXiv},
  primaryclass  = {cs.LG},
  booktitle     = {International Conference on Learning Representations},
  url           = {https://openreview.net/forum?id=X6y5CC44HM},
}