cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/uoyafo
title: Replication Data for: The end of the ethnic bloc vote? Ethnic minority Leavers after the Brexit referendum

description: Brexit has reshaped British electoral politics, but little attention has been paid to the post-referendum politics of the roughly 1 million ethnic minorities who voted for Leave. This is an important omission; ethnic minority support for Brexit was higher than expected despite the Leave side mobilising white ethnocentric voters, and the cross-ethnic appeal of the Leave campaign allowed it to distinguish itself from other purely anti-immigrant political projects. We show that realignment of minority voters in the 2019 general election was limited among minorities, despite the high salience of Brexit. Using semi-structured interview data, we find that both Conservative and Labour Leavers agreed that racism is a problem, but those who voted Conservative in 2019 saw it as less relevant to politics, prioritising Brexit instead. Labour Leavers on the other hand described themselves as habitual Labour supporters, explaining their vote with reference to Labour’s perceived position of the party of ordinary people, understood as working class and ethnic minority voters. These results demonstrate that while the 2016 vote managed to defy accusations of being an ethnocentric project unacceptable to ethnic minorities, 2019 Conservatives fell victim of the ethnocentric focus of their campaign and failed to benefit from a substantial amount of support for Brexit among minorities.
description: This data and code replicates the quantative results reported in this article. It is derived from the Understanding Society study, which is availbale from the UK Data Service (citation below). Further data from Understanding Society can be linked to this dataset through the pidp unique identifier. Transcripts of the qualitative interviews which support the findings of the study are available through the UK Data Service, Study Number 855947: https://doi.org/10.5255/UKDA-SN-855947

University of Essex, Institute for Social and Economic Research. (2022). Understanding Society: Waves 1-12, 2009-2021 and Harmonised BHPS: Waves 1-18, 1991-2009. [data collection]. 17th Edition. UK Data Service. SN: 6614, DOI: 10.5255/UKDA-SN-6614-18
DOI: 10.7910/dvn/vnnbuc
title: Missing Decisions and the Federal Circuit

description: This dataset contains the data for the preprint version of Missing Decisions and the Federal Circuit.
DOI: 10.7910/dvn/yznhvg
title: Home gardens of Central Asia: Reservoirs of diversity of fruit and nut tree species

description: Central Asia is an important center of origin for many globally valued fruit and nut tree species. Forest degradation and deforestation are cause for concern for the conservation of these valuable species. Home gardens have the important function of sustaining household food consumption and income generation, and can play a critical role in conserving the diversity of fruit and nut trees. The dataset includes interviews with farmers who maintain home gardens to understand the diversity of tree species and varieties that they maintain, the sources of tree planting material they use, and their motivations for maintaining home gardens in future. The main variables studied are presented in dedicated Excel files. Methodology: Structured interviews
DOI: 10.7910/dvn/4zfzdw
title: A98_9501.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0d2a0c35-1d52-c380-cb71-67156ede6606'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0d2a0c35-1d52-c380-cb71-67156ede6606
DOI: 10.7910/dvn/prq7ma
title: QuestionTimeIssue v.1

description: QuestionTimeIssue v.1 is a dataset on issue attention during parliamentary question time sessions from Australia (2011-2022), Belgium (2010-2022), Canada (2006-2022), Croatia (2004-2022) and the UK (2010-2022). Each issue from the Comparative Agendas Project master codebook (economy, social welfare, law and order, education, etc.) for each question time session is treated as an observation. Variables indicate the share of attention that is devoted to an issue based on keywords that appear in the speech contributions of each debate. More specifically, the data includes the following variables: (i) the overall attention devoted to an issue, (ii) the attention devoted to an issue by the government (politicians from governing parties), (iii) attention devoted to an issue by the opposition (politicians from opposing parties), (iv) the attention devoted to an issue by the cabinet (politicians that are members of the executive cabinet such as the prime minister, ministers, secretaries), (v) the attention devoted to an issue by the majority (politicians from the majority without a cabinet seat), (vi) the attention devoted to an issue by female politicians overall, as well as females in (vii) the government and (viii) the opposition, and finally, (ix) the attention devoted to an issue by male politicians overall, as well as males in (x) the government and (xi) the opposition. In this release note, you can find more information on the cases, units of observation and variables included in the dataset. Read more in "ReleaseNote_QuestionTimeIssue v.1".
DOI: 10.7910/dvn/rik3uq
title: A14_26282.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5977f539-5bd4-498e-8297-247baf28a947'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5977f539-5bd4-498e-8297-247baf28a947
DOI: 10.7910/dvn/u9bepc
title: Replication Data for: 2018 and 2019 NBA and WNBA Three Point Contest

description: The 2017-18 and 2018-19 NBA and WNBA Three Point Contest data. This data was collected by students in the Berlin Sport Analytics Academy at Syracuse University during August of 2019.
DOI: 10.7910/dvn/z2pen6
title: Samfundsvidenskabelige primærdata

description: Rapporten er resultat af et KUBIS-projekt, om videnskabelige primærdata inden for samfundsvidenskaberne, der forløb i perioden marts til december 2009, støttet med midler fra KUBIS' Innovationspulje 2009. Projektets udgangspunkt var et ønske om at undersøge mulighederne for at bidrage med biblioteksmæssige kompetencer til arbejdet med videnskabelige digitale primærdata. På det samfundsvidenskabelige område er primærdata mangfoldige – både med hensyn til indhold, anvendelse, mængde og formater. Rapporten forsøger at belyse universitetsbibliotekets potentielle rolle med hensyn til videnskabelige primærdata. Undersøgelserne viser, at de elektroniske data, der indsamles og opbevares lokalt af forskere, især stammer fra spørgeskemaer, tests, interviews og observationer. Hovedparten af data har en kvalitativ karakter, og data opbevares på PC'er eller fællesdrev – og i mange tilfælde uden effektiv eller velorganiseret backup. En del data er personfølsomme og nogle data indsamles og/eller opbevares af eller i samarbejde med eksterne institutioner, eksempelvis Dansk Data Arkiv. Den lokale behandling af data sker gennem anvendelse af mangeartet software – og support i forbindelse med disse programmer er enten i høj grad overladt til forskerne selv, eller præget af tilfældige personlige relationer; hele processen forekommer uigennemskuelig og uoverkommelig for flere forskere. Nogle forskere udveksler og deler kun bearbejdede data, mens andre også udveksler og deler rådata. Udvekslingen sker normalt via e-mails – hvis der ikke er tale om direkte download fra en central institution. Virtuelle netværk benyttes ikke eller kun lidt. Konklusion: De samfundsvidenskabelige forskere har brug for opbevaring af data et sikkert sted, med adgang over længere tid. Set i relation til bibliotekets kompetencer forekommer det oplagt at sætte konkrete pilotprojekter i værk på området ”bevaring og personlig adgang til data".
DOI: 10.7910/dvn/eygugv
title: Wright Casebook Edited; Docketed Case: 80-1939
DOI: 10.7910/dvn/tnui7z
title: A16_31990.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8daeb5f4-3c5e-4eff-8dce-01107706096e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8daeb5f4-3c5e-4eff-8dce-01107706096e
DOI: 10.7910/dvn/unebpy
title: How Do We Know What We Know? Learning from Monte Carlo Simulations

description: Monte Carlo simulations are commonly used to test the performance of estimators and models from rival methods under a range of data generating processes. This tool improves our understanding of the relative merits of rival methods in different contexts, such as varying sample sizes and violations of assumptions. When used, it is common to report the bias and/or the root mean squared error of the different meth- ods. It is far less common to report the standard deviation, overconfidence, coverage probability, or power. Each of these six performance statistics provides important, and often differing, information regarding a method’s performance. Here, we present a structured way to think about Monte Carlo performance statistics. In replications of three prominent papers, we demonstrate the utility of our approach and provide new substantive results about the performance of rival methods.
DOI: 10.7910/dvn/adlsze
title: ChillsDB: an open-source database of chills-inducing stimuli

description: ChillsDB is the first database of validated audiovisual stimuli eliciting aesthetic chills (goosebumps, psychogenic shivers) in the US population.
DOI: 10.7910/dvn/h5mx3j
title: Daily weather data for Navrongo (Ghana) from 2013 to 2014

description: Daily weather data owned or distributed by AfricaRice and available on &lt;a href="http://www.mlaxmel.com/weatherdata/query.php"&gt; http://www.mlaxmel.com/weatherdata/query.php &lt;/a&gt;
DOI: 10.7910/dvn/oadrdm
title: Replication Data for: Fighting the Learning Crisis in Developing Countries: A Randomized Experiment of Self-Learning at the Right Level

description: This replication package contains data and instructions for replicating all tables and figures from Yasuyuki Sawada, Minhaj Mahmud, Mai Seki, and Hikaru Kawarazaki (2023), “Fighting the Learning Crisis in Developing Countries: A Randomized Experiment of Self-Learning at the Right Level,” Economic Development and Cultural Change.
DOI: 10.7910/dvn/ttpeoe
title: Replication Data for: The Electoral Consequences of Household Indebtedness Under Austerity

description: What are the political consequences of rising household debt in the context of fiscal austerity? I argue that cuts in welfare benefits privatize social obligations as voters address ensuing financial shortfalls by borrowing money. Debt re-commodifies individuals and shifts their electoral support from incumbents to opposition and anti-establishment parties by provoking feelings of political neglect, economic vulnerability, and strong emotional responses. I examine this argument by leveraging spatial and temporal variation in the rollout of Universal Credit, a large-scale welfare reform in the United Kingdom. Using fine-grained administrative data on unsecured debt, I demonstrate that fiscal austerity generated an increase in indebtedness, which lower support for the incumbent Conservatives and strengthened support for Labour and UKIP. I then use individual-level survey data to explore the mechanisms that link debt and political behavior. The results suggest that rising indebtedness increases the political costs of welfare retrenchment and creates new political cleavages.
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/umvb6g
title: Replication Data for: Can Policy Responses to Pandemics Reduce Mass Fear?

description: Replication Data for: 
Bechtel, Michael M./O'Brochta, William/Tavits, Margit
"Can Policy Responses to Pandemics Reduce Mass Fear?"
DOI: 10.7910/dvn/gzqnpw
title: A controlled evaluation of filter paper use during staining of sputum smears for tuberculosis microscopy

description: Background: Some sputum smear microscopy protocols recommend placing filter paper over sputum smears during staining for Mycobacterium tuberculosis (TB). We found no published evidence assessing whether this is beneficial. 
Objective. To evaluate the effect of filter paper on sputum smear microscopy results. 
Methods: Sputum samples were collected from 30 patients with confirmed pulmonary TB and 4 healthy control participants. From each sputum sample, 6 smears (204 smears in total) were prepared for staining with Ziehl-Neelsen (ZN), auramine or viability staining with fluorescein diacetate (FDA). Half of the slides subjected to each staining protocol were randomly selected to have Whatman grade 3 filter paper placed over the dried smears prior to stain application and removed prior to stain washing. The number of acid-fast bacilli (AFB)/100 fields, the number of precipitates/100 fields, and the proportion of smear that appeared to have been washed away were recorded. Statistical analysis used generalized linear regression models adjusted by staining technique with a random effects term to correct for between-sample variability. 
Results: The inclusion of filter paper in the staining protocol significantly decreased microscopy positivity independent of staining with ZN, auramine or FDA (p=0.01). Consistent with this finding, there were lower smear grades in slides stained using filter paper versus without (p=0.04), and filter paper use reduced AFB counts by 0.28 logarithms (95% confidence intervals, CI=0.018, 0.54, p=0.04) independent of staining technique. In all analyses, auramine was consistently more sensitive with higher AFB counts versus ZN (p=0.001), whereas FDA had lower sensitivity and lower AFB counts (p&lt;0.0001). Filter paper use was not associated with the presence of any precipitate (p=0.5) or the probability of any smear washing away (p=0.6) during the staining process. 
Conclusions: Filter paper reduced the sensitivity of AFB microscopy and had no detectable beneficial effects so is not recommended.
DOI: 10.7910/dvn/mysrmn
title: Neural computation_EEG

description: This dataset is the raw data of the EEG experiment, including EEG recordings and behavioral data
DOI: 10.7910/dvn/rqmiv3
title: Replication Data for: Measuring Political Positions from Legislative Speech

description: &lt;p&gt;This replication archive contains all data and code to replicate the results in "Measuring Political Positions from Legislative Speech" by Benjamin E. Lauderdale and Alexander Herzog.&lt;/p&gt;

&lt;p&gt;&lt;b&gt;Article abstract&lt;/b&gt;: Existing approaches to measuring political disagreement from text data perform poorly except when applied to narrowly selected texts discussing the same issues and written in the same style. We demonstrate the first viable approach for estimating legislator-specific scores from the entire speech corpus of a legislature, while also producing extensive information about the evolution of speech polarization and politically loaded language. In the Irish Dail, we show that the dominant dimension of speech variation is government-opposition, with ministers more extreme on this dimension than backbenchers, and a second dimension distinguishing between the establishment and anti-establishment opposition parties. In the US Senate, we estimate a dimension that has moderate within-party correlations with scales based on roll-call votes and campaign donation patterns, however we observe greater overlap across parties in speech positions than roll-call positions and partisan polarization in speeches varies more clearly in response to major political events.&lt;/p&gt;
description: Volume #, Issue #
DOI: 10.7910/dvn/ry4k4h
title: Replication Data for: Hostile Sexism and the 2016 Presidential Election

description: Replication data for "Hostile Sexism and the 2016 Presidential Election". Authors: Ann L. Owen and Andrew Wei.
DOI: 10.7910/dvn/ryrxk7
title: Spatial Power Spectra of Dust in the Local Group

description: Supplementary figures from Koch et al. 2020 as described in Figure 3.
These figures show the 1D spatial power spectra from IR bands and dust surface density, along with the power spectrum of the instrument's PSF response. Power-law fits, plus a point source component, are shown in the right-hand panels, where each fit is forward-modelled using the PSF response.

Code to reproduce figures from https://doi.org/10.5281/zenodo.3583220
DOI: 10.7910/dvn/tpo8jf
title: HGC Habitations – TXT file format

description: Habitations derived from Jankowski’s “Historical-Etymological Dictionary of Pre-Russian Habitation Names of the Crimea” in TXT file format. See "HGC Description" document for details.
DOI: 10.7910/dvn/twupyn
title: Wright Files I-Z Edited; Docketed Case: 19825
DOI: 10.7910/dvn/ucgabm
title: Data for the estimation of the earth resistivity model for the ATEM observation

description: Useful signal data and noise data for training neural network，which will be used for estimating the earth resistivity model for the ATEM observation. Each line in the data files is a training sample with Sampling rate 128 kHz.
DOI: 10.7910/dvn/507j3s
title: Replication Data for: Oppression of Catholics in Prussia Does Not Explain Spatial Differences in Support for the Radical Right in Germany. A critique of Haffert (2022)

description: Replication data and scripts (Stata) for our manuscript, which is a rejoinder to Haffert (2022). The data set merges Haffert's data with data from the SCoRe project (https://www.score.uni-mainz.de)
DOI: 10.7910/dvn/7dqqh
title: House Unpassed Legislation 1850, Docket 2525, SC1/series 230, Petition of R.W. Keeler

description: &lt;p&gt;Petition subject: Abolition of capital punishment &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481568"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481568&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Tyringham &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: John Branning, Tyringham &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;R.W. Keeler&lt;/li&gt;&lt;li&gt;Albert Fuller&lt;/li&gt;&lt;li&gt;Harrison Howland&lt;/li&gt;&lt;li&gt;Abigail Phippin&lt;/li&gt;&lt;li&gt;Julias Fuller&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1850-02-20 &lt;/p&gt; &lt;p&gt;Legislative action: Tabeled on February 20, 1850 &lt;/p&gt; &lt;p&gt;Total signatures: 113 &lt;/p&gt; &lt;p&gt;Legislative action summary: Tabeled &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 59 &lt;/p&gt; &lt;p&gt;Female signatures: 54 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, legal voters, females, [females] &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;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;Additional archivist notes: Reverends &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1850, Docket 2525 &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/rzwqqk
title: Replication Data for: Chapter 8 of Enos, Ryan D. 2017. The Space Between Us: Social Geography and Politics

description: Replication data for Chapter 8 of Enos, Ryan D. 2017. The Space Between Us: Social Geography and Politics
DOI: 10.7910/dvn/uch7eb
title: Executive Agreements Database, Statement Regarding the Implementing Agreement Between The United States and Japan In The Field Of Nuclear Reactor Safety Research, with Technical Appendices, Signed At Rockville and Kashiwa August 12 and September 3, 2003. Entered Into Force September 3, 2003

description: KAV 6840

cover memo
DOI: 10.7910/dvn/uimozy
title: Executive Agreements Database, Statement Concerning the Agreement with Greece Extending The 1990 Mutual Defense Cooperation Agreement, As Extended Effected By Exchange Of Notes Act Athens May 19 And June 25, 2014 Entered Into Force June 25, 2014

description: TIAS 14-625.1

cover memo
DOI: 10.7910/dvn/75c8ci
title: Wright Files I-Z Edited; Docketed Case: 73-1541
DOI: 10.7910/dvn/obolxq
title: Replication data for: Positive Spillovers from Infrastructure Investment: How Pipeline Expansions Encourage Fuel Switching

description: The contents of this folder may be used to replicate all of the results of “Positive Spillovers from Infrastructure Investment: How Pipeline Expansions Encourage Fuel Switching” by Jonathan B. Scott. See README file for further details.
DOI: 10.7910/dvn/tshawl
title: A12_22308.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/3e74b309-87eb-4173-b36a-5f818e274cab'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3e74b309-87eb-4173-b36a-5f818e274cab
DOI: 10.7910/dvn/lux8jx
title: Replication Data for: Markedly enhanced levels of peroxyacetyl nitrate (PAN) during COVID-19 in Beijing

description: Replication Data for: Markedly enhanced levels of peroxyacetyl nitrate (PAN) during COVID-19 in Beijing
DOI: 10.7910/dvn/tuul9b
title: Seismic data from Qaidam basin

description: Seismic reflection data from Qaidam basin
DOI: 10.7910/dvn/7e7pz7
title: Artificial intelligence in education

description: Provide data, pictures and graphs used in the article.
DOI: 10.7910/dvn/nav4xz
title: Community Strikes and Monetization; How Content Creators deal with challenges on YouTube

description: Although the Platform Economy has been the subject of significant research efforts, much work remains to be done regarding content creation-based online platforms and the negative impact they can have on creators that make a living off them. This explorative study therefore shines a light on the challenges that creators face on YouTube and how they overcome them. Through semi-structured interviews of eight different YouTube channels generated data that was then subjected to a two-stage coding method, initially employing open coding which was followed up with selective coding. The obtained results show that the most significant hurdles are created by the platform itself via strict guidelines and policies as well as non-transparent processes, followed by monetization issues and a lack of competition. The creators use technical workarounds on the platform as well as self-organization through self-censorship and personal operationalization to deal with said issues while not relying on YouTube alone for their income. Instead, they use a multi-platform approach, harnessing revenue streams on Twitch or Patreon as well as sponsorships in addition to advertisement revenue from YouTube. Due to the lack of regulation, these platforms regulate themselves through automated algorithms, creating an environment in which professional creators are in constant conflict with the platform. By calling Content Creators entrepreneurs, implications for the platforms can be made. They are no longer simply digital places where people interact but have become marketplaces that emulate entire industries or became something new altogether. As a result, future efforts should focus on further refining the definition for individual platforms to promote clarity and support regulatory efforts. In addition, this study should be replicated for other platforms such as Twitch or Patreon, as Content Creators may face similar issues.