cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/q55pl6
title: Vegetable Value Chain Survey in Ethiopia: Producer/Household Survey

description: This vegetable producer survey was a part of a large-scale vegetable value chain survey which was conducted to understand how the vegetable value chain is transforming in terms of adoption of modern inputs, productivity, quality, and demand for vegetables in Ethiopia. The survey was conducted among 810 farmers. Information was collected on household characteristics, income-generating activities, assets, and details on vegetable activities.
description: Household- and Community-level Surveys
description: STATA, 16
DOI: 10.7910/dvn/vnzag4
title: Replication Data for Collaborative Task with Exoskeletons and AR technology

description: EMG analysis of the Upper Trapezius and Middle Deltoid of two participants working in pairs in a collaborative task using Exoskeletons and AR technology.
DOI: 10.7910/dvn/wd12pk
title: Wright Files I-Z Edited; Docketed Case: 18671
DOI: 10.7910/dvn/lepsjw
title: Cr-Al-O-N thin film SEM surface microstructure images

description: This dataset contains SEM surface microstructure images of Cr-Al-O-N thin films that were deposited by sputter deposition for a variation of process parameters and chemical composition. The CSV-file contains chemical composition and sputter deposition process data for the individual SEM images. The image scale is 0.538 pixels/nm. For further information view the related publication.
DOI: 10.7910/dvn/q3nlmn
title: Innovative behaviors: a survey about their associated effects in a dynamic environment

description: Supplementary material accompanies the paper "Innovative behaviors: a survey about their associated effects in a dynamic environment".
Supplementary Data 1 – database
Supplementary Data 2 – SPSS output
Supplementary Data 3 – JASP output
Supplementary data to this article can be found online at
description: Publication at RBGN - Revista Brasileira de Gestão de Negócios
DOI: 10.7910/dvn/gzpozz
title: Replication Data for: Unemployment, Labor Mobility, and Climate Policy

description: Code
DOI: 10.7910/dvn/i24cyv
title: Replication Data for: The (real) need for a human touch: testing a human–machine hybrid topic classification workflow on a New York Times corpus

description: The classification of the items of ever-increasing textual databases has become an important goal for a number of research groups active in the field of computational social science. Due to the increased amount of text data there is a growing number of use-cases where the initial effort of human classifiers was successfully augmented using supervised machine learning (SML). In this paper, we investigate such a hybrid workflow solution classifying the lead paragraphs of New York Times front-page articles from 1996 to 2006 according to policy topic categories (such education or defense) of the Comparative Agendas Project (CAP). The SML classification is conducted in multiple rounds, and within each round, we run the SML algorithm on n samples and n times if the given algorithm is non-deterministic (e.g., SVM). If all the SML predictions point towards a single label for a document, then it is classified as such (this approach is also called a “voting ensemble"). In the second step, we explore several scenarios, ranging from using the SML ensemble without human validation to incorporating active learning. Using these scenarios, we can quantify the gains from the various workflow versions. We find that using human coding and validation combined with an ensemble SML hybrid approach can reduce the need for human coding while maintaining very high precision rates and offering a modest to a good level of recall. The modularity of this hybrid workflow allows for various setups to address the idiosyncratic resource bottlenecks that a large-scale text classification project might face.
DOI: 10.7910/dvn/wfvmkd
title: Replication Data for: "Personality, Interpersonal Disagreement, and Electoral Information."

description: Contains the replication files for all analyses presented in Lyons, Sokhey, McClurg, and Seib "Personality, Interpersonal Disagreement, and Electoral Information."
DOI: 10.7910/dvn/cjqwgu
title: Replication Data for: Sustainable intensification of beef production in Colombia—chances for product differentiation and price premiums

description: The aim of this study was to define consumer segments interested in purchasing beef with less environmental impact (derived from production systems with improved forages) and to determine their willingness to pay (WTP) for such products. A semi-structured questionnaire was applied to a total of 354 randomly selected meat consumers in Cali (Valle del Cauca Department), Popayán (Cauca Department) and in the Municipalities of Mercaderes and Patía (both Cauca Department) in Colombia.&lt;br&gt;&lt;br&gt;
DOI: 10.7910/dvn/hwoj2k
title: Replication Data for: Chinese Investment and Elite Sentiment in Southeast Asia: An Event Study of Influence Along the Belt and Road

description: Replication folder for "Chinese Investment and Elite Sentiment in Southeast Asia: An Event Study of Influence Along the Belt and Road". Please cite the dataset as "Sun, Yining, Kapstein, Ethan, & Shapiro, Jacob (2024). Chinese investment and elite sentiment in Southeast Asia: An event study of influence along the belt and road. Research & Politics, 11(1). https://doi.org/10.1177/20531680231222988"
DOI: 10.7910/dvn/hxbvab
title: Replication Data for: There's More to Marriage than Love: The Effect of Legal Status and Cultural Distance on Intermarriages and Separations

description: Replication code for JPE MS20191030
"There's More to Marriage than Love: The Effect of Legal Status and Cultural Distance on Intermarriages and Separations"
DOI: 10.7910/dvn/28325
title: Replication data for: Binary Choice Models with Social Network under Heterogeneous Rational Expectations

description: Volume 96, Issue 3
DOI: 10.7910/dvn/fnvnna
title: Project VOICE 1 - Transgender and non-binary adults in Massachusetts

description: Project VOICE 1. Statewide non-probability sample of 452 transgender and non-binary adults in Massachusetts. PI: S Reisner.
description: Contact the PI for data: sreisner@hsph.harvard.edu
DOI: 10.7910/dvn/i4kvd1
title: Replication Data for: When Common Identities Decrease Trust: An Experimental Study of Partisan Women

description: How does sharing a common gender identity affect the relationship between Democratic and Republican women? Social psychological work suggests that common ingroup identities unite competing factions. After closely examining the conditions upon which the Common Ingroup Identity Model depends, I argue that opposing partisans who share the superordinate identity of being a woman will not reduce their intergroup biases. Instead, I predict that raising the salience of their gender will increase cross-party biases. I support my hypotheses with a nationally representative survey of 3,000 adult women and two survey experiments, each with over 1000 adult women. These findings have direct implications for how women evaluate one another in contentious political settings and, more broadly, for our understanding of when we can and cannot rely upon common identities to bridge the partisan divide.
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/qw4t8
title: Passed Acts; St. 1855, c.489, SC1/series 229, Petition of Collins Andrews

description: &lt;p&gt;Petition subject: Fugitive slave laws &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10670424"&gt;http://nrs.harvard.edu/urn-3:FHCL:10670424&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1855-02-06 &lt;/p&gt; &lt;p&gt;Petition location: Peterstrom &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: George M. Buttrick, Barre; committee on federal relations &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Collins Andrews&lt;/li&gt;&lt;li&gt;Lewis Sanderson&lt;/li&gt;&lt;li&gt;Meletiah G. Stone&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1855-02-13 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 13, 1855 and referred to the committee on federal relations &lt;/p&gt; &lt;p&gt;Total signatures: 28 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 28 &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: additional documents available &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1855, c.489, passed May 21, 1855 &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/ckvstb
title: Supplementary material for Nicholas D. Anderson, "Inadvertent Expansion in World Politics," International Security 47, no. 3 (Winter 2022/23).

description: Supplementary material for Nicholas D. Anderson, "Inadvertent Expansion in World Politics," International Security 47, no. 3 (Winter 2022/23).
DOI: 10.7910/dvn/bupjnr
title: NILMPEds: A Performance Evaluation Dataset for Event Detection Algorithms in Non-Intrusive Load Monitoring

description: NILMPEds (NILM Performance Evaluation dataset), is a different type of NILM dataset, in a sense that it is aimed primarily at research reproducibility with respect to the development and performance evaluation of event detection algorithms. NILMPEds contains the results of &lt;b&gt;47950&lt;/b&gt; event detection models when applied to four public event detection datasets. The different parameter configuration of each model and the ground-truth data are also available. Finally, this dataset also contains the performance evaluation of each model according to &lt;b&gt;31&lt;/b&gt; performance metrics.
DOI: 10.7910/dvn/cl9dkt
title: Wright Files I-Z Edited; Docketed Case: 79-1695
DOI: 10.7910/dvn/i2ubif
title: Hippocampal MRI data, blood mRNA expression of 84 redox and 84 inflammatory genes and cognitive score in 34 elderly individuals

description: This dataset reports supplementary data of the manuscript "SRXN1 blood levels negatively correlate with hippocampal atrophy and cognitive decline". 
In particular it contains supplementary tables and figures (Extended data) and all the raw original data generated in our study (Underlying data).
DOI: 10.7910/dvn/xd1a1h
title: Replication Data for: Computing Protein-Protein Association Affinity with Hybrid Steered Molecular Dynamics.

description: This data set has three parts:

C++ code for hSMD.

NAMD2.13 with hSMD binary on a linux workstation with cuda.

All the parameters, coordinates, structures, and scripts to reproduce the results of this paper: Computing Protein-Protein Association Affinity with Hybrid Steered Molecular Dynamics. Rodriguez RA, Yu L, Chen LY. Journal of chemical theory and computation. 2015; 11(9):4427-4438.
description: tar zxvf *.gz
go to rasral/100-equil and the MD simulations in the bound state
go to rasral and run hSMD pullings
go 200-apo and run the MD simulations in the dissociated state
DOI: 10.7910/dvn/wclp8x
title: A89_3167.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/30d91191-b7e2-3311-70ca-1f30e5366204'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/30d91191-b7e2-3311-70ca-1f30e5366204
DOI: 10.7910/dvn/kcmfq4
title: A10_18557.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/4223c216-8ff7-46f2-97ed-c39bcda4d80d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/4223c216-8ff7-46f2-97ed-c39bcda4d80d
DOI: 10.7910/dvn/28151
title: Quantifying Vulnerability to Climate Change: Implications for Adaptation Assistance

description: This paper attempts a comprehensive accounting of climate change vulnerability for 233 states, ranging in size from China to Tokelau. Using the most recent evidence, it develops risk indicators for three critical problems: increasing weather-related disasters, sea-level rise, and loss of agricultural productivity. The paper embeds these indicators in a methodology for cost-effective allocation of adaptation assistance. The methodology can be applied easily and consistently to all 233 states and all three problems, or to any subset that may be of interest to particular donors. Institutional perspectives and priorities differ; the paper develops resource allocation formulas for three cases: (1) potential climate impacts alone, as measured by the three indicators; (2) case 1 adjusted for differential country vulnerability, which is affected by economic development and governance; and (3) case 2 adjusted for donor concerns related to project economics: intercountry differences in project unit costs and probabilities of project success. The paper is accompanied by an Excel database with complete data for all 233 countries. It provides two illustrative applications of the database and methodology: assistance for adaptation to sea level rise by the 20 island states that are both small and poor and general assistance to all low-income countries for adaptation to extreme weather changes, sea-level rise, and agricultural productivity loss.
DOI: 10.7910/dvn/28372
title: Inferential Selection Bias in a Study of Racial Bias: Revisiting "Working Twice as Hard to Get Half as Far"

description: A recent article reported evidence from a survey experiment indicating that Americans reward whites more than blacks for hard work but penalize blacks more than whites for laziness. However, the present study demonstrates that these inferences were based on an unrepresentative selection of possible analyses: strength of inferences from results reported in the original article were weakened when combined with results from equivalent or relevant analyses not reported in the original article; moreover, newly-reported evidence revealed heterogeneity in racial bias: respondents given a direct choice between equivalent targets of different races favored the black target over the white target. Results illustrate how the presence of researcher degrees of freedom can foster production of inferences that are not representative of all inferences that could have been produced from a set of data, thus illustrating the value in preregistering research design protocols and requiring public posting of data.
DOI: 10.7910/dvn/2xksxl
title: PICA OCD case report CARE guidelines for case reports: 13-item checklist

description: CARE guidelines for case reports: 13-item checklist
DOI: 10.7910/dvn/g3hdkz
title: Replication Data for: Who is afraid of a change? Ideological differences in support for the status quo in direct democracy

description: The files in this folder reproduce all the tables and figures included in the following article (and the related online appendix):

Morisi, Davide, Céline Colombo, and Andrea De Angelis (2019). “Who is afraid of a change? Ideological differences in support for the status quo in direct democracy.” Journal of Elections, Public Opinion & Parties, https://doi.org/10.1080/17457289.2019.1698048
DOI: 10.7910/dvn/bwy6sk
title: CNAplot, release version 1.2: OS X, Ubuntu, Windows

description: Cancer genomes are frequently struck by one or several chromosomal lesions. One group of these often extensive somatic structural variants are copy number alterations (CNA) of which gains or losses are the most common. Next generation sequencing provides potentially high-resolution assays which covers the coding or entire genome in a single analysis in a highly flexible manner. At least, such analyses are able to support the laboratory work-up and conclusions of the cytogeneticists and pathologists. In spite of the technological breakthroughs, experienced primarily in the last decade, the implementation and usage may partly be hampered by the lack of transparency in copy number calling algorithms and perhaps owing to its complexity. Here, we present CNAplot for aligned visualization of variant allele frequencies and read depth ratios generated from paired whole exome sequencing samples. We implement transparent statistical tests to evaluate shifts in allele frequencies and sequencing read counts in order to support a copy number event. This software may be used to complement other tools or techniques and to detect somatic copy neutral loss of heterozygosity, often referred to as aquired uniparental disomy.
DOI: 10.7910/dvn/vbojbv
title: High-Energy_INTF

description: Data of research article "High-energy radiation from natural lightning observed in coincidence with a VHF broadband interferometer" submitted at JGR-Atmospheres
DOI: 10.7910/dvn/vgfqzi
title: Zambia Election Panel Survey Dataset

description: The Zambian Election Panel Survey (ZEPS) data allows for analysis of voter perceptions and choices in the August 2021 elections – and how these were affected by the tactics of the competing parties and candidates. The panel design provides an opportunity to study how, when and why former supporters of incumbent president Lungu ‘defected’ to support his rival, Hakainde Hichilema (HH) in 2021. This multistage panel survey, the first-of-its-kind in Africa, was implemented in three rounds; June 8 – July 3 (R1: n = 1665), July 15 – Aug 10 (R2: n = 1508), and Aug 25 – Oct 3 (R3: n = 1272). These time periods correspond to the early campaign period, late in the campaign period and immediate post-election period, respectively. The survey was conducted over the phone. Responses were disproportionately from urban/peri-urban voters in Central and Lusaka provinces and rural voters in Eastern and Muchinga provinces. 1764 unique responses were collected using SurveyToGo software from Dooblo. 1210 responses were collected for all three rounds.
description: R, 4.1.3
description: This dataset can be merged with two other datasets from the Governance and Local Development Institute: 

LGPI 2019 Household Survey
Covid-19 Zambia Survey (2-round panel)

You can request access to these datasets by contacting data@gld.gu.se until they are available on Harvard Dataverse.
DOI: 10.7910/dvn/28446
title: An Agriculture-focused, Regionally Disaggregated Social Accounting Matrix (SAM) for Mexico, 2008

description: This data study includes highly disaggregated Social Accounting Matrix (SAM) for the Mexican economy for year 2008. The Mexico SAM was built as the main data base for the calibration of a Computable General Equilibrium (CGE) Model, used to investigate the quantitative effects of climate change on the Mexican economy, with emphasis on analyzing its distributional impacts. The Mexico SAM thus presents a significant disaggregation of agricultural activities and to income distribution across households and subnational regions.
description: Social Accounting Matrix (SAM)
DOI: 10.7910/dvn/28538
title: Swaziland Social Accounting Matrix (SAM), 2007

description: The Swaziland Social Accounting Matrix, 2007 is an update of the 2004 SAM using UN National Accounts data, UN Comtrade data and selected publications from the IMF, World Bank, and OECD/ADB. The SAM provides a detailed representation of the Swaziland economy. It separates 22 activities and 24 commodities; labor is disaggregated by 3 skill groups; and households into 6 groups based on the rural/urban and income status of the household head. The SAM is a useful database for conducting economy-wide impact assessments, including SAM-based multiplier analysis and computable general equilibrium (CGE) modeling.
description: Social Accounting Matrix (SAM)
DOI: 10.7910/dvn/hyowfw
title: Datos utilizados en el capítulo 'La cartografía y las ciencias sociales'

description: Se trata de los datos y los códigos en R necesarios para reproducir los mapas utilizados en el capítulo "La cartografía y las ciencias sociales".
DOI: 10.7910/dvn/clotqp
title: Replication Data for: The Cosponsorship Patterns of Reserved Seat Legislators

description: This study analyzes the bill cosponsorship behavior of reserved seat legislators in the Pakistan National Assembly, where special legislative seats are reserved for women and religious minorities. It offers a critical case because two theories on reserved seat legislators---the theory of electoral incentives and the theory of institutional weakness---lead to opposite predictions about the extent to which such legislators will engage in bill cosponsorship, with the former (latter) predicting the negative (positive) effect of reserved seats. I find that women and minorities in reserved seats initiate a greater number of bills and cosponsor bills with a larger number of peers than non-reserved male legislators. Using network analysis, I also show that reserved legislators tend to play a role in bridging different partisan blocs of legislators within the cosponsorship network. These empirical patterns provide support to the theory of institutional weakness, rather than to the theory of electoral incentives.
DOI: 10.7910/dvn/q4cvqg
title: Family Relationships Study, 1979-1990

description: This study investigated the quality of relationships between young adults and their parents to examine the association between individual maturity and relationship maturity. The data consist of in-depth interviews exploring family relationships (how differences of opinion are handled, care-taking is managed, advice is given and received). The interviews also include questions about child rearing practices and parental awareness; measures of individual psychological development; and measures of individual adjustment and psychological functioning. In addition, a subsample of 31 couples were examined to assess the developmental conception of intimacy.&lt;br /&gt;&lt;br /&gt;

Using a mixed longitudinal/cross-sectional design, data collection was initiated in1979 and was continued in 1980 and again in 1981 from three cohorts: 22-year-old or 1957 cohort; 24 year-old or 1955 cohort; and 26 year-old or 1953 cohort. A fourth group of 72 new participants, consisting of a 29 year-old or 1951 cohort, was added in the second year of the project, and data were collected from this group again in 1981. There was a total of 432 participants involved in the study, 127 of the participants interviewed once, 137 interviewed twice, and 168 interviewed three times. Eighty of the participants from the four cohorts were again followed-up ten years later, when they were between the ages of 29 to 35 years old.
&lt;br /&gt;&lt;br /&gt;

The Murray Research Archive holds original record paper transcripts of interviews, and audiotapes.&lt;br/&gt;&lt;br /&gt;

&lt;b&gt;Audio Data Availability Note:&lt;/b&gt; This study contains audio data that have been digitized. There are 2824 audio files available.
DOI: 10.7910/dvn/vosn5k
title: A14_26402.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/22fa314c-d4f5-4f99-92d8-628eb70c0fe6'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/22fa314c-d4f5-4f99-92d8-628eb70c0fe6