cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/k0xbxx
title: Replication Data for: Punishment and Politicization in the International Human Rights Regime

description: This repository includes data and scripts to reproduce: "Punishment and Politicization in the International Human Rights Regime." The code produces all tables and figures in the paper and in the appendix. To replicate the findings:

1) Download the replication folder (with all materials) in archive format (`.zip` file). This creates the required directory structure.

2) Open `Replication.Rproj`. This will automatically set the working directory.

3) Run `Replication.Rmd` (each chunk in order).

See the `README.md` file for additional instructions.
DOI: 10.7910/dvn/atnucy
title: Replication Data for: Decarbonization and supply chains: Public support for the Thacker Pass lithium mine

description: Decarbonization processes are being stymied by asymmetric distribution of costs and benefits across actors. The transition imposes asymmetric costs on local communities which host the decarbonization infrastructure or supply chain. The automobile industry seeks to shift toward electric vehicles, which require lithium-based rechargeable batteries. To meet the increasing lithium demand, in the US, there is a proposal for a lithium mine in Thacker Pass, Nevada, which faces strong opposition from native nations and environmental groups. To explore public support for the proposed lithium in the local communities, we test three frames that emphasize different benefits of the proposed mine: climate policy, national security, and local economic development on a representative sample of Nevada residents (n=1,368). Overall, we find that respondents living closer to the Thacker Pass mine tend to be more supportive of the mine (YIMBY) but exposure to existing Nevada mines does not affect public support. Among the treatment frames, only the national security frame increases public support. This suggests that to navigate local public opposition, China’s domination of the lithium market as a national security challenge should be highlighted as a merit of opening mines.
DOI: 10.7910/dvn/u3stqv
title: Sustainably Intensified Production Systems Impact on Nutrition (SIPSIN) Round 1, Ethiopia

description: The project aims to evaluate the implications of sustainable intensification of crop and livestock production systems (SIPS) on human nutrition in northern Ethiopia. The existing infrastructure and ongoing research and development of the Innovation Lab for Small Scale Irrigation (ILSSI) in the Lake Tana basin of Northern Ethiopia is used as a platform to efficiently conduct research to evaluate SIPS for crop and livestock production and their environmental, economic and nutritional consequences.
description: Household- and Community-level Surveys
description: STATA, null
description: This dataset has been made possible by the support of the American People provided to the Feed the Future Innovation Lab for Sustainable Intensification through the United States Agency for International Development (USAID). The contents are the sole responsibility of the authors and do not necessarily reflect the views of USAID or the United States Government.
Program activities are funded by the United States Agency for International Development (USAID) under Cooperative Agreement No. AID-OAA-L-14-00006.
DOI: 10.7910/dvn/zdn5iq
title: A92_5141b.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/12a0e409-4c82-bec8-4761-89323b4b2fc6'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/12a0e409-4c82-bec8-4761-89323b4b2fc6
DOI: 10.7910/dvn/pn9yhh
title: Replication Data for: Engendering Politics: The Impact of Descriptive Representation on Women’s Political Engagement in Sub-Saharan Africa

description: Globally, there is a significant gender gap between the political engagement of men and women; however, this gender gap varies both across countries and within countries over time. Previous research has argued that the inclusion of women in elite political positions encourages women’s political engagement at the citizen level—by augmenting women’s symbolic representation—and can reduce this gender gap. Using Afrobarometer data from 20 African countries across 4 waves of surveys from 1999 to 2008, we employ an interactive multilevel model that controls for the sex of the respondent, percentage of women in the legislature, and the interaction of these two variables. We find that as women’s descriptive representation increases, the political engagement gender gap diminishes. This finding is robust across several measures of political engagement. Our findings suggest that the incorporation of women into political institutions encourages the political engagement of women at the citizen level.
DOI: 10.7910/dvn/utbo0z
title: G339 (Nessie)

description: Column density, Temperature, Mass, Luminosity maps - after background subtraction
DOI: 10.7910/dvn/utpzmz
title: Enslaved and Free Black Builders of Nashville's Civil War Fortifications, 1862-1863: A List from the U.S. Army Corps of Engineers

description: The list of Enslaved and Free Black Builders of Nashville's Civil War Fortifications, 1862-63, is an index of forms the U.S. Army Corps of Engineers kept about each enslaved and free Black man, woman, and child who worked on the Union fortifications of the city of Nashville during the Civil War. The original ledger is titled "Employment Rolls and Nonpayment Rolls of Negroes Employed in the Defenses of Nashville, Tennessee, 1862-1863" and is on microfilm at the Tennessee State Library and Archives in Nashville, TN. It was used later by the War Department in debates about the nonpayment and underpayment of emancipated people who had been enslaved when they performed this work, and their beneficiaries. Each entry lists the first and last name of the laborer alongside the name of their former enslaver, time employed, rate of pay (which corresponded to specific skills such as those displayed by first- and second- class laborers, teamsters, and cart drivers), total payment due, information related to original provenance, and three columns entitled “Signatures,” “Witness” and “Remarks,” which were inconsistently used to note miscellaneous information or allude to the existence of additional forms.
description: Tennessee State Library and Archives, Nashville, TN.
DOI: 10.7910/dvn/78yqld
title: Replication Data for: Disrupting Compliance: The Impact of a Randomized Tax Holiday in Uruguay

description: What is the effect of disrupting tax compliance? In a context of substantial nonpayment, the municipal government in Montevideo, Uruguay sought to reward punctual taxpayers by raffling tax holidays at random to them. Using individual payment records as an unobtrusive outcome measure, we combine natural, field and survey experiments to study the effects. Contrary to the policy’s aims, winning a tax holiday reduced tax compliance on average for two years after the interruption of payments. Our evidence suggests that the negative effect arose because the holiday disrupts the habit of paying taxes. Our findings provide broader insights into behavioral foundations of compliance while also suggesting effective policy modifications to address an abiding challenge for governments: the raising of revenue.
DOI: 10.7910/dvn/pmkk9s
title: International student evaluations, policy recommendations, and the teaching profession: Does context matter? [DATA]

description: Includes the complete bibliography, data, and R codes for replication and / or validation of my thesis research.
description: Follow the indications in the file 00_Readme
DOI: 10.7910/dvn/t2lesu
title: Replication Data for: An object-based approach to differentiate pores and microfractures in petrographic analysis using explainable, supervised machine learning

description: This dataset contains all the image data used for the study "An object-based approach to differentiate pores and microfractures in petrographic analysis using explainable, supervised machine learning". We also provide the labelled dataset as a CSV file for reference. 
The dataset of 18 petrographic thin section scans is provided in this repository and also contains no restrictions on its usage. The folder for each of the scans contains the following images;
 1. The raw scan
 2. The cropped raw scan
 3. The processed scan
 4. The HSB colorspace thresholded image
 5. The HSB colorspace thresholded image with a 30 px closing operation
 6. The HSB colorspace thresholded image with a 1000 px opening operation
 7. The LAB colorspace thresholded image
 8. The LAB colorspace thresholded image with a 30 px closing operation
 9. The LAB colorspace thresholded image with a 1000 px opening operation
 10. The combined HSB and LAB image (binary)
 11. The combined HSB and LAB image (as a color composite)
 12. The artifact binary mask (not present in some samples as they contained no visible artifacts)
 13. The overall label map
 14. The sampling label map (some samples contain multiple versions due to itinerant sampling runs as mentioned in the study)

The processing of the images was performed in Fiji (Schindelin et al., 2012) using the following plugins;
MorphoLibJ (Legland et al., 2016)

References
Legland, David, Ignacio Arganda-Carreras, and Philippe Andrey. "MorphoLibJ: integrated library and plugins for mathematical morphology with ImageJ." Bioinformatics 32, no. 22 (2016): 3532-3534.

Schindelin, Johannes, Ignacio Arganda-Carreras, Erwin Frise, Verena Kaynig, Mark Longair, Tobias Pietzsch, Stephan Preibisch et al. "Fiji: an open-source platform for biological-image analysis." Nature methods 9, no. 7 (2012): 676-682.
description: The data is free to use with no restrictions. We only ask that if the data was useful in any capacity for your work, that you cite our study.
DOI: 10.7910/dvn/um0zof
title: Replication Data for: Women's Descriptive Representation and Gendered Import Tax Discrimination

description: Replication materials for main text analyses.
DOI: 10.7910/dvn/ungsef
title: Breakthrough RESEARCH Behavioral Sentinel Surveillance (BSS) Survey: Endline

description: The Behavioral Sentinel Surveillance (BSS) survey undertaken by Breakthrough RESEARCH/Nigeria assessed the effectiveness of the Breakthrough ACTION/Nigeria integrated social and behavior change (SBC) activities for malaria, family planning, and maternal, newborn, and child health plus nutrition (MNCH+N) in Kebbi and Sokoto states relative to malaria-only SBC activities in Zamfara state. It focuses on women aged 15–49 years who are currently pregnant or with a child under 2 years living in areas targeted for integrated (Sokoto/Kebbi) and malaria-only (Zamfara) SBC programming. 

These are the study's endline datasets.
DOI: 10.7910/dvn/z7m0av
title: Conservation Agriculture Long-Term Trial at Msekera Research Station, Zambia

description: The present data is from a long-term trial set at Msekera Research Station in Zambia to monitor and evaluate the long-term effects of conservation agriculture practices on soil quality, soil water dynamics, weeds, pests/diseases, and crop yield. This trial was conducted from 2012 to 2020. The ten treatments including control were:&lt;/p&gt;
&lt;ol&gt;T1: Control plot 1 (CPM1): traditional farmers practice mouldboard plough on the flat, maize as a sole crop, no residue retention, stubble incorporated into the row for the following season.&lt;/ol&gt;
&lt;ol&gt; T2: Control plot 2 (CPM2); ridge and furrow system dug by hand, maize as a sole crop, no residue retention, stubble incorporated into the row for the following season&lt;/ol&gt;
&lt;ol&gt; T3: Basins (BAM), residue retention on the surface, maize as a sole crop &lt;/ol&gt;&lt;ol&gt;T4: Dibble stick (DISM), residue retention on the surface, maize as a sole crop&lt;/ol&gt;&lt;ol&gt; T5: Direct seeder (DSM), residue retention on the surface, maize as a sole crop&lt;/ol&gt;&lt;ol&gt; T6: Direct seeding maize/cowpea intercropping (DS-M/C), 90cm rows, residue retention on the surface&lt;/ol&gt;&lt;ol&gt; T7: Direct seeding cowpea (Cowpea-maize rotation) (DS-MC), residue retention on the surface&lt;/ol&gt;&lt;ol&gt; T8:Direct seeding maize (Maize-cowpea rotation) (DS-CM), residue retention on the surface&lt;/ol&gt; &lt;ol&gt;T9:Direct seeding soya (Soybean-maize rotation) (DS-MS), residue retention on the surface&lt;/ol&gt;&lt;ol&gt; T10: Direct seeding maize (Maize-soybean rotation) (DS-SM), residue retention on the surface&lt;/ol&gt;
description: Experimental Data
DOI: 10.7910/dvn/uvo6z3
title: Replication Code: Researcher Reasoning Meets Computational Capacity: Machine Learning for Social Science

description: Computational power and big data have created new opportunities to explore and understand the social world. A special synergy is possible when social scientists combine human attention to certain aspects of the problem with the power of algorithms to automate other aspects of the problem. We review selected exemplary applications where machine learning amplifies researcher coding, summarizes complex data, relaxes statistical assumptions, and targets researcher attention to further social science research. We aim to reduce perceived barriers to machine learning by summarizing several fundamental building blocks and their grounding in classical statistics. We present a few guiding principles and promising approaches where we see particular potential for machine learning to transform social science inquiry. We conclude that machine learning tools are increasingly accessible, worthy of attention, and ready to yield new discoveries for social research.
DOI: 10.7910/dvn/55jrpv
title: A86_983.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ece12266-6f5d-cb9e-76fd-83ff2f783a0d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ece12266-6f5d-cb9e-76fd-83ff2f783a0d
DOI: 10.7910/dvn/58txw6
title: 2021 National Firearms Survey

description: National survey of firearms ownership and use conducted between February 17th and March 23rd, 2021 by the professional survey firm Centiment.
DOI: 10.7910/dvn/7az54s
title: Fortified Lines of the Russian Empire (1820s)

description: Fortified Lines of the Russian Empire, as depicted on the Geographical Atlas of the Russian Empire produced by the Military-Topographical Depot of His Imperial Majesty's General Staff, 1820-1827. Component of the &lt;a href="http://dighist.fas.harvard.edu/projects/imperiia/"&gt;Imperiia Project&lt;/a&gt;.&lt;br&gt;

&lt;a href="http://dighist.fas.harvard.edu/projects/imperiia/items/show/658"&gt;Documentation and analysis available here&lt;/a&gt; (http://dighist.fas.harvard.edu/projects/imperiia/items/show/658)
DOI: 10.7910/dvn/gjdlsc
title: Replication Archive for: News Diffusion in Social Networks and Stock Market Reactions

description: Replication code and pseudo data for "News Diffusion in Social Networks and Stock Market Reactions" to be published in the Review of Financial Studies
DOI: 10.7910/dvn/unigg
title: Senate Unpassed Legislation 1851, Docket 13162, SC1/series 231, Petition of John Schouler

description: &lt;p&gt;Petition subject: To protect rights and liberties of Commonwealth inhabitants &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11858452"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858452&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: West Cambridge &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;John Schouler&lt;/li&gt;&lt;li&gt;Daniel Dodge&lt;/li&gt;&lt;li&gt;William S. Dodge&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 38 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 18 &lt;/p&gt; &lt;p&gt;Female signatures: 2 &lt;/p&gt; &lt;p&gt;Other male signatures: 7 &lt;/p&gt; &lt;p&gt;Unidentified signatures: 11 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, legal voters, other persons, [females], [other males] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Signatory column format: column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1851, Docket 13162 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/uwlk83
title: Soil Property Data for Four Africa RISING Sites in Ethiopia

description: The data included in this study were collected to assess the health of the soil at four Africa RISING sites: Basona, Michew, Jawe, and Sinana. The data were collected following land degradation surveillance framework (LDSF) whereby within a 10km by 10km sites, we considered 16 clusters of 1km by 1km and within each cluster we have 0.1 ha plots, within which 0.01 ha subplots were located for sampling. International Center for Tropical Agriculture (CIAT) led the data collection.
description: Experimental Data
description: Excel, null
description: If you are interested in accessing restricted datasets, kindly fill out this data use agreement form.
DOI: 10.7910/dvn/mumooe
title: Cartografía de la producción académica sobre cumplimiento e impacto del SIDH

description: The dataset includes 923 academic products on the topic of compliance and impact of the Inter-American System of Human Rights covering academic products until December 2022 in eleven countries in Latin America. The dataset includes detailed information on the content, methodology, and authorship of each academic product.
DOI: 10.7910/dvn/n2pmnu
title: Replication Data for: Time–Frequency Analysis of Cryptocurrency Attention

description: The dataset consists in cryptocurrency prices, sp500, epu and google trends statistics at daily frequency, as well as the matlab codes used for the analyses.
DOI: 10.7910/dvn/nfhoz8
title: The Role of Vertical Diffusion Parameterizations in the Dynamics and Accuracy of Simulated Intensifying Hurricanes

description: This dataset includes the output files of Weather Research and Forecasting (WRF version 4.2.2) model simulations for Hurricane Maria. The dataset includes two sub-directories, each pertaining to one of the different PBL schemes used for simulations (YSU and MYJ). Furthermore, within each of the PBL directories, there are multiple sub-directories containing the results of different new vertical diffusion modifications, which are described in detail in our published paper. For post-processing of the WRF output files from this dataset, Python scripts are provided that can be used to obtain and plot the wind intensity timeseries of the simulated hurricane. For further details about the cases, simulations, and insights about the runs please refer to the following published paper: Matak, L, and M. Momen (2023) The Role of Vertical Diffusion Parameterizations in the Dynamics and Accuracy of Simulated Intensifying Hurricanes. Boundary Layer Meteorology
https://doi.org/10.1007/s10546-023-00818-w
DOI: 10.7910/dvn/txnyh0
title: Replication Data for: Making Local Courts Work: The Judicial Recentralization Reform and Local Protectionism in China

description: Despite rich comparative research on the relationship between government and court, the institutional foundation for the independence and administration of local judiciaries is still an understudied field. Crucially, is a decentralized system, where local governments appoint judges and finance court budgets, more conducive to court autonomy than a centralized system that allows higher-level governments to control local judiciaries? We answer this question by investigating a reform in China that gradually recentralizes the control of local courts. Applying a difference-in-differences design over a unique dataset of listed firms' lawsuits (2012--2018), we find that recentralization reduces local officials' ability to interfere with local court decision-making and reduces local litigants' advantage. These results demonstrate that recentralization helps insulate courts from government influence and improve judicial independence under certain conditions.
DOI: 10.7910/dvn/utjgtf
title: Replication Data for: Contributions by Interest Groups to Lobbying Coalitions

description: Data include interest group membership in coalitions, contributions to coalitions, and characteristics of interest groups and coalitions.

R Script and Output are contained within. Data are in CSV file format.
DOI: 10.7910/dvn/asuevf
title: Malawi-International Center for Tropical Agriculture (CIAT): Integration of Beans

description: &lt;p&gt;This data study contains data on the intensification of common bean varieties at different altitudes in Malawi. &lt;/p&gt;

&lt;p&gt;&lt;h4&gt;About the project &lt;/h4&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Project title: Malawi: Dwarf and Climbing Bean Integration&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt; Project abstract &lt;/b&gt;&lt;/p&gt;
&lt;p&gt;The Malawi project has local theme 'Agro-ecological intensification in Malawi through action research with smallholder farmers' with a lot of emphasis on co-learning with farmers and other stakeholders.The purpose of the Africa RISING Malawi component is to enhance farmer knowledge and support sustainable intensification (SI) pathways for productivity gains in maize-legume diversified systems, that also integrates livestock-related enterprises such as improved fodder for intensified dairy production. The project is setting up a research approach that systematically assesses SI best-bet options that appropriately respond to the needs of resource-poor farmers - particularly female headed households. Building on successful examples of participatory action research and experiences from biophysical research on smallholder farms in Malawi over the past 2 decades, the research team has begun taping into these products of agricultural research to move towards more sustainable smallholder production systems. We envisage that farm-scale production strategies employed by different farm/farmer typologies will be further distilled through scenario analyses using farming systems simulation modeling approaches. The project works with an alliance of actors, (agro-dealers, extension services, NGOs, local government structures, etc) as R4D platforms for the two districts.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Project website&lt;/b&gt;: &lt;a href="http://africa-rising.net"&gt;http://africa-rising.net&lt;/a&gt;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;Project start date&lt;/b&gt;: 01/01/2012 &lt;/p&gt;
&lt;p&gt;&lt;b&gt; Project end date &lt;/b&gt;: 09/30/2016 &lt;/p&gt;
description: Biophysical Surveys
description: Microsoft Excel, 2016
DOI: 10.7910/dvn/flucpl
title: Replication Data for: "Life, Literacy, and the Pursuit of Prosperity: Party Competition and Policy Outcomes in 50 States"

description: Replication Data for "Life, Literacy, and the Pursuit of Prosperity: Party Competition and Policy Outcomes in 50 States" by Gerald Gamm and Thad Kousser (2021), American Political Science Review, 115(4), 1442-1463. doi:10.1017/S0003055421000617.
DOI: 10.7910/dvn/pndw4p
title: Replication Data for: Diversity in the news? A study of interest groups in the media in the UK, Spain and Denmark

description: Replication data for the article.