cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/oxke6e
title: Diver Segmentation Frames for Diving48

description: This dataset contains 303 segmentation labeled frames with diver segmentation from 303 randomly chosen videos (1 frame per video) from the training split of the Diving48 dataset. When there are 2 divers in the video, they are segmented as separate instances. 55 frames contains 2 diver instances, meaning that there are 358 instances in total. This dataset also contains a trained instance of MaskRCNN which has been fine-tuned to this dataset, and which is used in the associated publication. The trained model achieves .931 box IoU on a random validation set of 13 frames from this same collection of labeled frames (search for 'checkpoint' below to find the model checkpoint among the image files).

Note that the Statistical Visual Computing Lab in San Diego (http://www.svcl.ucsd.edu) has the copyright to the Diving48 dataset. Please cite the RESOUND paper, if you are using any data related to the Diving48 dataset, including our labeled frames here "RESOUND: Towards Action Recognition without Representation Bias", Li et al., ECCV 2020.

Please also cite our paper "Recur, Attend or Convolve? Frame Dependency Modeling Matters for Cross-Domain Robustness in Action Recognition", Broomé et al., arXiv 2021, if these frames are useful for you.
DOI: 10.7910/dvn/qwknbi
title: Replication Data for: Keeping It Simple: Financial Literacy and Rules of Thumb

description: Micro-entrepreneurs often lack the financial literacy required to make important financial decisions. We conducted a randomized evaluation with a bank in the Dominican Republic to compare the impact of two distinct programs: standard accounting training versus a simplified, rule-of-thumb training that taught basic financial heuristics. The rule-of-thumb training significantly improved firms' financial practices, objective reporting quality, and revenues. For micro-entrepreneurs with lower skills or poor initial financial practices, the impact of the rule-of-thumb training was significantly larger than that of the standard accounting training, suggesting that simplifying training programs might improve their effectiveness for less sophisticated individuals.
description: Replication files.
DOI: 10.7910/dvn/scxphi
title: Replication Data for: Buying Brokers: Electoral Handouts beyond Clientelism in a Weak-Party State

description: Studies of electoral clientelism—the contingent exchange of material benefits for electoral support—frequently presume the presence of strong parties. Parties facilitate monitoring and enforcement of vote-buying and allow brokers to identify core voters for turnout-buying. Where money fuels campaigns but elections center around candidates, not parties, how do candidates pitch electoral handouts? We analyze candidates’ distribution of cash during an Indonesian election. Drawing upon varied data, including surveys of voters and brokers, candidates’ cash-distribution lists, and focus-group discussions, we find heavy spending, but little evidence of vote-buying or turnout-buying. Instead, candidates buy brokers more than voters: with little loyalty or party brand to draw on, candidates seek to establish credibility with well-networked brokers, who then protect their turf with token payments for their own presumed bloc of voters. Consistent with our argument that these are non-contingent payments, we find little evidence of monitoring of either voter or broker behavior.
DOI: 10.7910/dvn/sffqlk
title: Continuous Emissions Monitoring Systems (CEMS) in India

description: Stata do files and ready-for-analysis data used in the analysis published in the Final Report to 3ie for the project, "Continuous Emissions Monitoring Systems (CEMS) in India" (project code DPW1.1067). This project was funded as part of the Development Priority Window.
DOI: 10.7910/dvn/vmfa6g
title: Information Services and Network

description: การบริการสารสนเทศ
DOI: 10.7910/dvn/y9ypzh
title: Replication Data for: Economic development and environmental conservation: Evidence from eco-tourism

description: Replication Data for: Economic development and environmental conservation: Evidence from eco-tourism
DOI: 10.7910/dvn/ycqcm6
title: Replication data for: Partisan strategies and supply-side economic policies in advanced nations 1960-1990

description: The dissertation examines how political parties, unimpeded by the set of factors (namely, rational expectations among economic agents, the organization of the domestic economy, and the evolution of the world economy) that limit the ability of governments to manage the short-term economic cycle, play a central and sustained role in the formulation of economic strategies designed to shape the supply side of the economy, thi
s is, the provision of input factors, capital and labor. Whereas right-wing cabinets trust to private agents the determination of the optimal levels of savings and investment, left-wing governments rely on the public sector.
&lt;br /&gt; &lt;br /&gt;To validate this model, the dissertation examines the public provision of fixed capital, the level of public spending in human capital formation (through general education and vocational training), the nature of the governmental strategies towards the public business sector, and tax policy, for all OECD nations from 1960 to 1990.&lt;br /&gt; &lt;br /&gt;The quantitative analysis is then followed by the historical examination of the political and economic strategies of two very dissimilar cases-
-the Spanish socialist government and the British conservative cabinet in the eighties--in order to capture the dynamic process through which partisan governments develop their preferred economic policies. In both cases, parties are shown to optimize their goals along two dimensions, which in turn affect the timing, nature and success of the partisan economic policies: on the one hand, the economic environment, this is, the set of constraints imposed by the organization of the domestic economy as well as the international fluctuations of the business cycle; on the other hand, an electoral dimension, since economic strategies are, first, timed to the popularity standing of the cabinet, and, second, geared to build a winning electoral coalition behind the party in office.
&lt;br /&gt; &lt;br /&gt;The dissertation concludes by discussing the key role the partisan model should play in the field of comparative political economy as well as the remedies it brings to the theoretical and empirical weaknesses of previous theoretical models of economic policy-making.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/zwufaz
title: Replication Data for: Subgroup Differences in Implicit Associations and Explicit Attitudes during Wartime

description: When their country is at war, individuals express support for their government and hostility toward the foreign adversary, leading to the “rally ′round the flag” effect. What is less understood is how, during a rally, ethnic identity and proximity to conflict relate to attitudes toward the home state and the adversary. Moreover, individuals may feel pressure to answer patriotically when asked about the conflict, particularly individuals who share an ethnic identity with the majority population of the foreign adversary, leading to biased measures of opinion. We study these dynamics in the context of Ukraine's ongoing war with Russia, comparing responses from self-identified ethnic Ukrainians and Russians in four cities in Ukraine. Using a lab-based implicit association test (IAT) and survey with 600 respondents, we examine whether respondents’ implicit biases, reflexive preferences that are hard to manipulate, match their explicitly stated preferences for either Ukraine or Russia. We find that, on average, ethnic Ukrainians and Russians in Ukraine are explicitly and implicitly pro-Ukraine, although we observe slightly lower levels of pro-Ukraine bias among ethnic Russians. We also find that 70 percent of those who are implicitly pro-Russia are explicitly neutral or pro-Ukraine, highlighting the need to study implicit associations in sensitive settings.
DOI: 10.7910/dvn/9sf3ti
title: Replication Data for: Measuring and Explaining Political Sophistication Through Textual Complexity

description: Political scientists lack domain-specific measures for the purpose of measuring the sophistication of political communication. We systematically review the shortcomings of existing approaches, before developing a new and better method along with software tools to apply it. We use crowdsourcing to perform thousands of pairwise comparisons of text snippets and incorporate these results into a statistical model of sophistication. This includes previously excluded features such as parts of speech and a measure of word rarity derived from dynamic term frequencies in the Google books dataset. Our technique not only shows which features are appropriate to the political domain and how, but also provides a measure easily applied and re-scaled to political texts in a way that facilitates probabilistic comparisons. We reanalyze the State of the Union corpus to demonstrate how conclusions differ when using our improved approach, including the ability to compare complexity as a function of covariates.
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/cx9hwd
title: Transcriptome Data for "Differential Gene Expression during Substrate Probing in Larvae of the Caribbean Coral Porites astreoides"

description: Included are two transcriptomes from the Caribbean brooding coral Porites astreoides. Differential gene expression analysis was conducted on the transcriptome labeled "Past_transcriptome.fasta" in the paper "Differential Gene Expression during Substrate Probing in the Caribbean Coral Porites astreoides" (Walker et al., in review). Both transcriptomes were assembled de novo using Trinity with default parameters and read normalization (further methods in Walker et al., in review).

Past_transcriptome.fasta: Includes data from coral larvae (non-probing and probing the crustose coralline alga Titanoderma prototypum) collected between 1 and 3 days after release, and fully metamorphosed spat (with crustose coralline algae, or the bacteria Pseudoalteromonas sp. PS5) collected between 1 and 3 days after metamorphosing.

Past_PvNP_transcriptome.fasta: Includes data from coral larvae (non-probing and probing the crustose coralline alga Titanoderma prototypum) collected between 1 and 3 days after release.
DOI: 10.7910/dvn/ehrnto
title: Replication Data for: The Reputational Impact of Investor-State Disputes

description: To what extent do alleged violations of international commitments damage state reputation? This paper explores this question with specific reference to investor-state disputes arising under the protection of interna- tional investment agreements. Its main contributions are threefold. First, building on the political institutions literature, the study places the theoreti- cal importance of information about the rules of the game and the actions of the participants at the center of analysis. Second, in contrast to prior empiri- cal research, the study systematically analyzes the costs of state involvement in investment treaty arbitration by examining all known disputes. Third, the study addresses the impact of investment disputes on both foreign invest- ment flows and state reputational rankings. We show that the consequences of investment disputes vary with the transparency of the investor-state dis- pute settlement process. The central implication of these findings for the broader body of literature on international institutions is that reputational mechanisms for effective treaty enforcement cannot be taken as given but instead need to be explored on the basis of a nuanced approach that ad- dresses the pivotal issues of institutional design and information costs.
DOI: 10.7910/dvn/ehuodj
title: Nest sanitation behavior does not increase the likelihood of parasitic egg rejection in herring gulls

description: Behavioral data on Herring Gulls &lt;i&gt;Larus argentatus&lt;/i&gt; when fake eggs or other objects were added to their nests during incubation.
DOI: 10.7910/dvn/fmor6k
title: Replication Data for: Black Workers in White Places: Daytime Racial Diversity and White Public Opinion

description: Research on the effects of racial context on public opinion often use residence-based measures of context, ignoring how the demographic composition of a context may change throughout the day. In this short article, we introduce a new zip code-level measure, racial flux, that accounts for how contexts differ between worker and resident populations. We merge our measure with survey data from the Cooperative Congressional Election Study, and show that greater racial flux --- more Black workers relative to Black residents in a zip code --- is associated with more conservative voting behaviors and racial attitudes among whites who live in the zip code. Our study suggests that whites are as politically responsive to the presence of non-resident minorities as they are resident minorities. More work is needed on measuring racial context, and on exploring the contours of how and why context affects political preferences.
DOI: 10.7910/dvn/fyrhs9
title: WhichCandidate candidate survey, Irish General Election 2016

description: Survey of election candidates standing in the Irish General Election 2016, as part of the WhichCandidate voting advice application. Funded by the Irish Research Council (New Horizon scheme).
DOI: 10.7910/dvn/hldwv7
title: Major Tributaries

description: FNODE: Internal ARCInfo Numbering (default) TNODE: Internal ARCInfo Numbering (default) CODE: 1. Streams, rivers, channeled rivers 2. Inland shorelines 3. Wet sand limits 4. Canals, aqueducts, flumes, penstocks, kanats 5. Glacial limits 6. Snow field, glacier, land ice to water ice or ocean 7. Ice free limits 8. Connectors
DOI: 10.7910/dvn/m2qgoz
title: Replication Data for: Border Anxiety in International Discourse

description: International borders have become a growing security concern in many parts of the world. Porous borders have raised concerns about a host of external threats – real and imagined – that in turn potentially inform policy decisions about border security. We examine global official discourse and show that border discourse has become more frequent, localized, non-state centric, and negative over time. However, negative rhetoric is not convincingly linked with objective measures of globalization and is only partially explained by political violence between and within states, and influences border hardening policies. This raises the possibility that the border fortification trend noted in the international relations literature has not only a material basis but is also fueled by negative emotive rhetoric that may be deployed strategically for domestic purposes. We call for a research agenda that incorporates border discourse more centrally into international and comparative politics.
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/mhrg4o
title: Flat Rotation Curves of z~1 Star Forming Galaxies

description: This dataset is useful for Dark matter studies at redshift one star-forming galaxies. Our catalog provides the effective radius, inclination, position angle, circular velocities at various radii etcetera .
DOI: 10.7910/dvn/mkwihn
title: Replication Data for: How Do Politicians Bargain? Evidence from Ultimatum Games with Legislators in Five Countries

description: Online supplementary information appendix and replication materials for the manuscript in the title.
DOI: 10.7910/dvn/rmswnd
title: A11_18908.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/17b3476b-4c29-437d-8f6f-f4e9585b107f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/17b3476b-4c29-437d-8f6f-f4e9585b107f
DOI: 10.7910/dvn/smpgy
title: Council; Council Files January 7, 1864, Case of Obed Reynolds, GC3/series 378, Petition of Fanny M. Ricketson

description: &lt;p&gt;Petition subject: Execution case &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:12233044"&gt;http://nrs.harvard.edu/urn-3:FHCL:12233044&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: New Bedford &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Fanny M. Ricketson&lt;/li&gt;&lt;li&gt;Ruth H. Brady&lt;/li&gt;&lt;li&gt;Mary E. Thornton&lt;/li&gt;&lt;li&gt;Elizabeth H. Howland&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 23 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 12 &lt;/p&gt; &lt;p&gt;Female signatures: 11 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: ladies, gentlemen, [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: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: Obed Reynolds; ladies column on the left hand side; see her image at: http://arcade.nyarc.org/record=b1097016 &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Governor Council Files, January 7, 1864, Case of Obed Reynolds &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/vmuulf
title: graphml data for "Measuring online social capital on Twitter"

description: Graph that contains all the nodes and edges used for analysis.
DOI: 10.7910/dvn/woz8aq
title: Rabbit Relationship Between Personality and Cognition

description: Data set - Relationship between personality and cognition in domestic rabbits.
DOI: 10.7910/dvn/ym5imw
title: Wright Files I-Z Edited; Docketed Case: 83-2091
DOI: 10.7910/dvn/68pzz3
title: Sequences of NAC genes of M. acuminata, O.sativa, V. vinifera and A. thaliana

description: Fasta file containing the 407 translated sequences of NAC genes of M.acuminata, O. sativa, V. vinifera and A. thaliana analysed in this study. 
The sequences of NAC protein-coding genes were extracted from gene family database GreenPhylDB (Rouard et al. 2011) based on the presence of the NAM (No apical meristem) InterPro domain. then, an expert revision of the gene structure of this family was conducted.
description: Other datasets are available as supplementary material of the journal article. Some data were also deposited in dedicated repositories: 
Treebase (http://purl.org/phylo/treebase/phylows/study/TB2:S14688 ) and 
greenphyl (http://www.greenphyl.org/cgi-bin/custom_family.cgi?p=id&custom_family_id=104064)
DOI: 10.7910/dvn/fy3lja
title: Replication Data for: Vision Training

description: Manuscript Data
DOI: 10.7910/dvn/fyfomh
title: A85_216.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/aeae9f11-d1a8-749f-2b46-d485f3bd641e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/aeae9f11-d1a8-749f-2b46-d485f3bd641e
DOI: 10.7910/dvn/mwujro
title: Replication Data for: Enhancement of interlayer exchange in an ultrathin 2D magnet

description: Replication Data for the publication "Enhancement of interlayer exchange in an ultrathin 2D magnet"
DOI: 10.7910/dvn/q0vr8s
title: ERPmoji 1: Neural responses to emoji-induced irony

description: Data for the ERPmoji 1 project. Manuscript titled "A strong wink between verbal and emoji-based irony: How the brain processes ironic emojis during language comprehension"
DOI: 10.7910/dvn/r8klsr
title: ( 6) The Activity Vector Analysis (AVA)

description: Activity Vector Analysis
DOI: 10.7910/dvn/swwlsr
title: Wright Casebook Edited; Docketed Case: 74-1936
DOI: 10.7910/dvn/zsfcgx
title: Stiffness, Noise Level 15

description: Stiffness, Noise Level 15
DOI: 10.7910/dvn/zyc4wo
title: Wright Files I-Z Edited; Docketed Case: 81-1641
DOI: 10.7910/dvn/zz34cc
title: Análisis de Territorial de la brecha habitacional y el déficit potencial: Un insumo para el plan de emergencia.

description: El déficit habitacional en Chile es un problema creciente, que sufren cientos de miles de familias a lo largo del país. Para enfrentarlo, es imprescindible contar con información comunal, que permita hacer diagnósticos locales y priorizar esfuerzos en los territorios con mayores dificultades. Sin embargo, la última información del déficit a nivel comunal es la del Censo 2017. Junto con ello, la ley n° 21.450 “sobre integración social en la planificación urbana, gestión de suelo y plan de emergencia habitacional”, aprobada en marzo del 2022, mandata al Estado a presentar un plan de emergencia con metas comunales. En este contexto, este trabajo contribuye con información a nivel comunal, mediante la estimación de la generación de demanda habitacional y generación de oferta de soluciones habitacionales financiadas por el Estado entre los años 2017 y 2021. Con ello, se estima una brecha habitacional, la que permite identificar las comunas donde la producción de soluciones está por sobre el crecimiento de la demanda y viceversa. A partir de la brecha anual y el déficit habitacional del censo 2017, se realiza una estimación del déficit habitacional potencial al 2021 a nivel comunal. Se analizan las magnitudes del problema, su concentración en distintos territorios y las tendencias incidentes en el resultado. Por último, se sugiere priorizar esfuerzos en los territorios en los que existe una alta generación de demanda y una baja producción de oferta, permitiendo abordar el problema con mayor precisión y efectividad.
description: Los datos disponibles fueron utilizados para el estudio denominado: "Análisis territorial de la brecha y el déficit potencial comunal: un insumo para el plan de emergencia".
En las planillas podrás encontrar los cuatro componentes esenciales para el desarrollo del análisis. En primer lugar el déficit censo 2017 para todas las comunas, luego los datos utilizados para la generación de demanda, en tercer lugar los datos para la generación de oferta y por último los resultados de brecha y déficit potencial.