cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/pt6skg
title: Quantitative Datasets of Gendered Aquaculture Value Chain Analysis in Northwestern Bangladesh

description: This data presents a value chain study with an integrated gender lens of the aquaculture sector in Rajshahi and Rangpur in northwestern Bangladesh. The study forms part of the contextual knowledge foundation for the IDEA project, which works in all 16 districts of Rangpur and Rajshahi divisions. Its ultimate goal is to reach 1 million households for its aquaculture production outcomes and 2 million households for the nutrition outcomes. The aim of the value chain study was to generate a knowledge base for designing project interventions. These focus specifically on inclusive aquaculture value chains that are both more productive and contribute to poverty reduction, and in which women and youths can be equitably included and benefit in safe and dignified manners.
A market study and an empowerment study (using WEAI) was also conducted but never analyzed for the report.
description: Primary data
description: Type: Dataset; Sub-type(s): Other (Gendered Value Chain study data)
DOI: 10.7910/dvn/wya1s2
title: Replication Data for: Legislative Capacity and Credit Risk

description: Legislatures differ in their institutional capacity to draft and enact policy. While strong legislatures can increase the congruence of policy outcomes to the electorate’s preferences, they can also inject uncertainty into markets with their ability to alter the political economic landscape. We argue that this uncertainty will manifest in a state’s ability to borrow and hypothesize a negative relationship between legislative capacity and credit-worthiness. Using ratings of general obligation bonds issued by the American states over nearly two decades and data on the institutional capacity of state legislative assemblies, we find support for the claim that having a legislature that is better equipped to affect policy change increases credit risk evaluations. The results we present broaden our understanding of the importance of legislative institutions, the determinants of credit risk, and the economic implications of democratic responsiveness.
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/3zfgfa
title: The Rise of Star Firms: Intangible Capital and Competition

description: This package contains pseudo data, code, and instructions in a README file for replicating the results in the published version of the manuscript
DOI: 10.7910/dvn/ezw4ek
title: Label-Free Neurosurgical Pathology with Stimulated Raman Imaging: A Dataset
title: Brain Tumor Imaging with Stimulated Raman Scattering (SRS) Microscopy: A Dataset
title: Label-free SRS Imaging of Human Brain Tumors: A Dataset

description: The goal of brain tumor surgery is to maximize tumor removal without injuring critical brain structures. Achieving this goal is challenging since it can be difficult to distinguish tumor from non-tumor tissue. While standard histopathology provides information that could assist tumor delineation, it cannot be performed iteratively during surgery as freezing, sectioning, and staining of the tissue require too much time. Stimulated Raman scattering (SRS) microscopy is a powerful label-free chemical imaging technology that enables rapid mapping of lipids and proteins within a fresh specimen. This information can be rendered into pathology-like images. Although this approach has been used to assess the density of glioma cells in murine orthotopic xenografts models and human brain tumors, tissue heterogeneity in clinical brain tumors has not yet been fully evaluated with SRS imaging. Here we profile 41 specimens resected from 12 patients with a range of brain tumors. By evaluating large-scale stimulated Raman imaging data and correlating this data with current clinical gold standard of histopathology for 4,422 fields of view, we capture many essential diagnostic hallmarks for glioma classification. Notably, in fresh tumor samples we observe additional features, not seen by conventional methods, including extensive lipid droplets within glioma cells, collagen deposition in gliosarcoma, and irregularity and disruption of myelinated fibers in areas infiltrated by oligodendroglioma cells. This dataset is released in Harvard Dataverse to foster diagnostic training and to permit additional interrogation. Our work establishes the methodology and provides a significant collection of reference images for label-free neurosurgical pathology. For more details, please refer to our paper published on Cancer Research (doi: 10.1158/0008-5472.CAN-16-0270).
DOI: 10.7910/dvn/f8yddx
title: DC Service Calls Analysis (Jan 2000- Oct 2011)
DOI: 10.7910/dvn/qk4mjn
title: Retweets of Italian politicians and political parties during November 2017

description: Data gathered via DiscoverText Gnip PowerTrack 2.0 for Twitter Data using the following Twitter rule: "retweets_of:luigidimaio OR retweets_of:matteorenzi OR retweets_of:matteosalvinimi OR retweets_of:forza_italia OR retweets_of:giorgiameloni OR retweets_of:giulianopisapia OR retweets_of:angealfa OR retweets_of:berlusconi OR retweets_of:pbersani OR retweets_of:articolounomdp OR retweets_of:pdnetwork OR retweets_of:leganordpadania OR retweets_of:beppe_grillo OR retweets_of:mov5stelle OR retweets_of:fratelliditaiia OR retweets_of:campoprog OR retweets_of:si_sinistra OR retweets_of:alternativa_pop OR retweets_of:nfratoianni OR retweets_of:possibileit OR retweets_of:civati OR retweets_of:noiconsalvini OR retweets_of:maurizioacerbo OR retweets_of:direzioneprc OR retweets_of:pietrograsso OR retweets_of:robersperanza OR retweets_of:lauraboldrini OR retweets_of:paologentiloni OR retweets_of:emmabonino OR retweets_of:radicali"
DOI: 10.7910/dvn/46u643
title: Investigation of the use of forage species and non-forage multipurpose in systems of small and medium- producers of meat in the municipalities of Patía and Mercaderes, Cauca

description: The purpose is to evaluate forage germplasm with the potential use in the region, for which the establishment of genotype-environment tests (Multilocaciones) of some advanced and no evaluated forages materials in the region was performed in this case Cenchrus ciliaris and Chloris gayana, Under these evaluations, data were collected that allowed the selection of materials or accessions with better agronomic performance, taking into account variables such as; vigour, coverage, height, presence of pests and diseases, flowering, production of forage in terms of dry matter. 

&lt;br&gt;&lt;/br&gt;

The main covered areas were germplasm, nutrition, and livestock. The research question to respond with the present investigation was associated with the adaptation of the materials evaluated to tropical conditions of Colombia, especially the conditions of prolonged drought present in the region of study.
DOI: 10.7910/dvn/iiem6v
title: Replication Data for: Race, Crime, and the Public's Sentencing Preferences

description: This is the replication file for Doherty, David, Conor Dowling, Michael G. Miller, and Michelle Tuma. 2022. "Race, Crime, and the Public's Sentencing Preferences.'' Public Opinion Quarterly.
DOI: 10.7910/dvn/ipfarp
title: Replication Data for: Dataset "P3Numbers_20141204_f_11_005" available at http://eegdatabase.kiv.zcu.cz/experiments-detail?DEFAULT_PARAM_ID=540

description: Guess the number is a simple P300-based brain-computer interface experiment. Its aim is to ask the measured participant to pick a number between 1 and 9. Then, he or she is exposed to corresponding visual stimuli and experimenters try to guess the number thought while observing event-related potential waveforms on-line. 250 school-age children participated in the experiments that were carried out in elementary and secondary schools in the Czech Republic. Electroencephalographic data from three EEG channels (Fz, Cz, Pz) and stimuli markers were stored. Additional metadata about the participants were collected (gender, age, the number thought by the participant, the guess of the experimenters, and various interesting additional information). The data are stored in the Brain Vision format.
description: Presentation, 18.1
description: Brain Vision Recorder, 1.20.0001
description: All data and metadata in this dataverse can be downloaded as an experimental package named "PROJECT DAYS P3 NUMBERS" that is available at https://eegdatabase.kiv.zcu.cz in section "All experiments"
DOI: 10.7910/dvn/mckrf
title: Passed Resolves; Resolves 1839, c.36, SC1/series 228, Petition of Henry Edwards

description: &lt;p&gt;Petition subject: Protesting the foreign slave trade &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10670561"&gt;http://nrs.harvard.edu/urn-3:FHCL:10670561&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Boston &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Joseph Eveleth, Boston; several names from a committee; committee on the memorial of A.H. Edwards and others &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Henry Edwards&lt;/li&gt;&lt;li&gt;Josiah Bradlee&lt;/li&gt;&lt;li&gt;C.H. Warner&lt;/li&gt;&lt;li&gt;William Brigham&lt;/li&gt;&lt;li&gt;Henry Cushing&lt;/li&gt;&lt;li&gt;George Minot&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1839-01-10,1839-01-12 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 10, 1839 and referred to a committee and received in the Senate on January 12, 1839 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 141 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 141 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, ["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;: Manuscript &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: Resolves 1839, c.36, passed March 21, 1839 &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/d6nztz
title: Council; Council Files October 2, 1844, Case of Jonathan Walker, GC3/series 378, Petition of John Pierpont

description: &lt;p&gt;Petition subject: Imprisonment of Massachusetts citizens in other states &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:12208718"&gt;http://nrs.harvard.edu/urn-3:FHCL:12208718&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Massachusetts &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Several names from a committee &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;John Pierpont&lt;/li&gt;&lt;li&gt;John Greenleaf Whittier&lt;/li&gt;&lt;li&gt;Ellis Gray Loring&lt;/li&gt;&lt;li&gt;Nathaniel Colver&lt;/li&gt;&lt;li&gt;Francis Jackson&lt;/li&gt;&lt;li&gt;Samuel Brimblecom&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 6 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 6 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: undersigned &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;: Manuscript &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: Jonathan Walker, Harwich, Pensacola, Florida, jail, prison, imprisonment, abduction of six coloured men claimed to be slaves, poverty, distance, unconstitutional and void, danger of being branded, set in the pillory, imprisoned for many years, fines, defense, protection of this child of Massachusetts who has fallen among those who will disregard, it is feared, the claims of humanity and justice and the guaranties of the constitution, counsel, relief, injured citizen &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Governor Council Files, October 2, 1844, Case of Jonathan Walker &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/hvkkhl
title: Replication Data for: Scientists’ political behaviors are not driven by individual-level government benefits

description: Replication Data for: Scientists’ political behaviors are not driven by individual-level government benefits
DOI: 10.7910/dvn/xypqul
title: Rationalist Experiments on War

description: Data for "Rationalist Experiments on War"
DOI: 10.7910/dvn/d6hu1j
title: Cause or Effect? Turnout in Hispanic Majority-Minority Districts

description: This is the replication file for 'Cause or Effect', containing code to replicate all figures and tables in the manuscript. The abstract for the article is:

Legislative redistricting alters the political and electoral context for some voters but not others, thus offering a potentially promising research design to study many questions of interest in political science. We apply this design to study the effect that descriptive representation has on co-ethnic political engagement, focusing on Hispanic participation following California’s 2000 redistricting cycle. We show that when redistrictors draw legislative boundaries in California’s 1990, 2000 and 2010 apportionment cycles, they systematically sort higher participating Hispanic voters into majority-Hispanic (MH) jurisdictions represented by co-ethnic candidates, biasing subsequent comparisons of Hispanic participation across districts. Similar sorting occurs during redistricting in Florida and Texas, though here the pattern is reversed, with less participating Hispanic voters redistricted to MH districts. Our study highlights important heterogeneity in redistricting largely unknown or under-appreciated in previous research. Ignoring this selection problem could significantly bias estimates of the effect of Hispanic representation, either positively or negatively. After we correct for these biases using a hierarchical genetic matching algorithm, we find that, in California, being moved to a district with an Hispanic incumbent has little impact on Hispanic participation in our data.
description: Volume #, Issue #
DOI: 10.7910/dvn/d6y9e2
title: Behavioral Responses to Information on Contaminated Drinking Water: Randomized Evidence from the Ecuadorian Amazon

description: The files include the data necessary to replicate the impact evaluation: "Behavioral Responses to Information on Contaminated Drinking Water: Randomized Evidence from the Ecuadorian Amazon". They include the baseline and follow up questionnaires, the two databases and the codebooks.(project code TW 8R2.1021). This project was funded as part of the Transparency and Accountability Thematic Window programme.
DOI: 10.7910/dvn/ilzhur
title: Replication Data for: A Bayesian Split Population Survival Model for Duration Data With Misclassified Failure Events

description: We develop a new Bayesian split population survival model for the analysis of survival data with misclassified event failures. Within political science survival data, right-censored survival cases are often erroneously misclassified as failure cases due to measurement error. Treating these cases as failure events within survival analyses will underestimate the duration of some events. This will bias coefficient estimates, especially in situations where such misclassification is associated with covariates of interest. Our split-population survival estimator addresses this challenge by using a system of two equations to explicitly model the misclassification of failure events alongside a parametric survival process of interest. After deriving this model, we use Bayesian estimation via slice sampling to evaluate its performance with simulated data, and in several political science applications. We find that our proposed "misclassified failure'' survival model allows researchers to accurately account for misclassified failure events within the contexts of civil war duration and democratic survival.
description: Volume #, Issue #
DOI: 10.7910/dvn/lrromk
title: Census Manufacturing Statistics, 1958-1976 (M280)

description: &lt;p&gt;There are three sections of this data. The first covers data from 1958-1971, the second contains data for 1972-1976, and the third is a combination of 1958-1976.&lt;/p&gt;
&lt;p&gt;1958-1971: contains establishment statistics and industry structure data for 421 4-digit census manufacturing industries. All are SIC industries in the 2000 to 4000 range, with the exception of 6 "ordnance accessories" industries (SIC 1900's). Also, SIC 9999 is included as the last SIC. Industry definitions are based on the 1967 SIC. There are 15 records per industry for a total of 6315 records.&lt;/p&gt;
&lt;p&gt;1972-1976: This file contains establishment statistics and industry structure data for 450 4-digit census manufacturing industries. Establishment data is from Industry Profiles. Industry structure data is from the Census of Manufactures: 1972 Special Report, Concentration Ratios in Manufacturing. Industry definitions are based on the 1972 SIC definitions. There is one record per industry.&lt;/p&gt;
&lt;p&gt;1958-1976: A combination of the two datasets described above, organized to provide a time series for as many industries (343) as it was possible to maintain a complete and accurate data over time. There is one record for each industry,
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/lwdsgt
title: Good Kiwi: An open image dataset of good Kiwis for machine vision enabled automated grading of produce based on visual characteristics.

description: Open Image Data Set of Good Kiwis
DOI: 10.7910/dvn/fj5wf0
title: Systematic Review and Meta-Analysis of Mitochondrial-Related Gene Expression in Trastuzumab-Treated Cardiomyocytes
title: Mitochondrial Gene Expression in TRZ-Exposed Cardiomyocytes

description: This dataset comprises all supplementary data to carry out the study entitled Systematic Review and Meta-Analysis of Mitochondrial-Related Gene Expression in Trastuzumab-Treated Cardiomyocytes, by Karoline dos Santos Rodrigues (rodrigues206@outlook.com), Daniel Sturza Lucas Caetano (dcaetano63@gmail.com), João Vitor Cavalcante (jvfecav@gmail.com), Rodrigo Dalmolin (rodrigo.dalmolin@imd.ufrn.br), Patrícia K. Ziegelmann (patriciakz99@gmail.com), Michael Andrades (meandrades@hcpa.edu.br)
DOI: 10.7910/dvn/ql4ecz
title: A85_410.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/69ebb7ae-f71d-c3ee-1d8a-454abe08405f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/69ebb7ae-f71d-c3ee-1d8a-454abe08405f
DOI: 10.7910/dvn/v54whu
title: A12_22891.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/6a76f656-7c79-4835-bf89-bfcf946b7741'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/6a76f656-7c79-4835-bf89-bfcf946b7741
DOI: 10.7910/dvn/3yvosm
title: Replication Data for: How individuals’ social characteristics impact the likelihood to waste a vote – Evidence from Great Britain, Germany and France

description: Which social characteristics of voters reduce the chances to waste a vote? Surprisingly, little is known about the commonalities and differences of citizens who do (not) make their vote count. In this article, we argue that levels of education and income, gender and age shape the likelihood to waste a vote through two channels: the voting motivation and the ability to correctly asses the viability of candidates. Drawing on data from the Comparative Study of Electoral Systems, we analyse voting behaviour in six elections in Great Britain, Germany and France between 2005 and 2015. Our analyses demonstrate that holding a university degree is not related to effective voting. Differences in cognitive capacities as a consequence of formal education are hence not decisive for voters’ ability to assess candidates’ viability correctly. Instead, our results show that many of those wasting their ballots are male and young voters who tend to knowingly decide to support candidates unlikely to win. Overall, these findings shed light on wasted votes as one of the factors that might balance and reinforce existing social inequalities in the political process.
description: Kroeber, Le Gall and Dingler (2020) "How individuals’ social characteristics impact the likelihood to waste a vote – Evidence from Great Britain, Germany and France", in Journal of Elections, Public Opinions and Parties.