cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/f68k9s
title: Replication Data for: Comparing transposition in the 27 member states of the EU: The impact of discretion and legal fit
title: Transposition research on four directives in the EU27

description: In this project we focused on the transposition of EU directives including the new member states. The results of this project were published as Bernard Steunenberg and Dimiter Toshkov (2009) Comparing transposition in 27 member states of the EU: the impact of discretion and legal fit, Journal of European Public Policy 16(7): 951-70.). 
Here our main findings based on the abstract of this article: Transposition performance differs significantly across countries and policy sectors in the EU. In this article we analyse the transposition efforts of all 27 member states with regard to four EC directives expected to create considerable difficulties for compliance at the national level. Using Cox proportional hazards regression, we find that discretion and legal fit are significant factors in explaining transposition. Furthermore, we discover that the new member states from Central and Eastern Europe are not doing any worse than the rest of the EU in terms of transposition timeliness. Surprisingly, government effectiveness has a negative relationship with compliance, while periods of absence of functioning government do not increase transposition time. Our findings emphasize the importance of legal-administrative factors for compliance with EU law.
DOI: 10.7910/dvn/upgsdg
title: Cognitive learning in rural China: comparisons across space and among subgroups

description: The dataset is aggregated from 8 different school-level surveys that conducted in rural areas of seven provinces of in 2014 and 2015, which covered 18888 students of grade 4 and 5 across 67 counties in rural China. The dataset includes information on student characteristics (gender, age, minority, whether the student boards at school) and family background (household size, parent education, and parent migration status) as well as academic performance (scores from a standardized math exam consisting of questions created for the Trends in International Mathematics and Science Study (TIMSS)).
DOI: 10.7910/dvn/qkvxop
title: Replication Data for: Integrating fish into water control infrastructure in Myanmar: Rice Fish What If?

description: With rapidly increasing investment in water control infrastructure (WCI) and a recently ratified agriculture
development strategy that promotes integrated farming of high-value products such as fish, agricultural production,
already fundamental to Myanmar’s economy, will be central to driving the countries’ socioeconomic transformation.
Water planners and managers have a unique opportunity to design and manage WCI to incorporate fish and, in so doing,
reduce conflicts and optimise the benefits to both people and the ecosystem services upon which they depend. Results from
rice–fish culture experimental trials in Myanmar’s Ayeyarwady Delta are providing an evidence base for the importance of
integrating fish into WCI, highlighting a range of both environmental and social benefits. By using less than 13% of paddy
land area and through best management practices, existing rice productivity is sustained, alongside a 25% increase in
economic returns for the same land area from fish. In addition, there are considerably more protein and micronutrients
available from the fish produced in the system. Should these farming system innovations be adopted at scale, Myanmar
stands to benefit from increased employment, incomes and nutritional value of farm plots (alongside associated reductions
in pesticide pollution) and water use benefits.1
DOI: 10.7910/dvn/tmnr9v
title: Strengthening SNAP through State Innovations Survey

description: This document includes our nationwide survey of state SNAP administrators.
DOI: 10.7910/dvn/zmn57q
title: Fab dataset

description: Fab dataset used in EPicker
DOI: 10.7910/dvn/8dushz
title: National and Subnational Estimates of the Covid 19 Reproduction Number (R) for Italy Based on Test Results

description: Identifying changes in the reproduction number, rate of spread, and doubling time during the course of the COVID-19 outbreak whilst accounting for potential biases due to delays in case reporting both nationally and subnationally in Italy. These results are impacted by changes in testing effort, increases and decreases in testing effort will increase and decrease reproduction number estimates respectively.
description: covidrtestimates, 0.2.0:NA
description: EpiNow2, 1.3.3.2000
DOI: 10.7910/dvn/thvtyh
title: TAFSSA District Agrifood Systems Assessment in Nepal 2023: Female

description: TAFSSA (Transforming Agrifood Systems in South Asia) is a CGIAR Regional Integrated Initiative to support actions that improve equitable access to sustainable healthy diets, improve farmers’ livelihoods and resilience, and conserve land, air, and water resources in South Asia. The TAFSSA district agrifood systems assessment aims to provide a reliable, accessible, and integrated evidence base that links farm production, market access, dietary patterns, climate risk responses, and natural resource management with gender as a cross-cutting issue in rural areas of Bangladesh, India, and Nepal. It is designed to be a district-level multi-year assessment.&lt;/p&gt;

Data were collected in March-April 2023 in the Surkhet and Banke districts in Nepal. Three respondents were interviewed per household: a female adult (aged 20+ years) primarily responsible for managing the household, a male adult (aged 20+ years) primarily responsible for agricultural activities, and an adolescent (aged 10-19 years). The assessment also included a community questionnaire, which interviewed a key informant in the district villages.&lt;/p&gt;

The interviews with female household respondent were conducted using pretested, structured questionnaires. Information was collected on food intake in the past 24 hours, frequency of consumption of foods, food sources, drivers of food choices, exposure to food advertisements and nutrition related messages, household food security, water access, food shopping practices, food aspirations, food consumption outside of the home, household tasks, perceptions of leisure, and household decision-making.
description: Household- and Community-level Surveys
description: STATA, 16
DOI: 10.7910/dvn/f63vgk
title: Replication Data for: Activating the ‘Big Man’: Social Status, Patronage Networks and Pro-Social Behavior in African Bureaucracies

description: These materials will facilitate replication of all analyses in the paper (and appendix) published in JPART.
description: Authors:
Adam S. Harris
Jan-Hinrik Meyer-Sahling
Kim Sass Mikkelsen
Christian Schuster
DOI: 10.7910/dvn/unyolf
title: Replication Data for: Learning to See: Convolutional Neural Networks for the Analysis of Social Science Data

description: We provide an introduction of the functioning, implementation, and challenges of Convolutional Neural Networks (CNNs) to classify visual information in social sciences. The capsule includes all necessary data, code, and specifications to successfully run several CNNs, output results mentioned in the text, and create plots and figures used to illustrate the application of these tools in both the main text and appendix.
DOI: 10.7910/dvn/pq4jez
title: Replication Data for: When Do Voters Punish Corrupt Politicians? Evidence from a Field and Survey Experiment

description: When do voters punish corrupt politicians? Heterogeneous views about the importance of corruption can determine whether or not increased information enhances accountability. If partisan cleavages correlate with the importance voters place on corruption, then the consequences of information may vary by candidate, even when voters identify multiple candidates as corrupt. We provide evidence of this mechanism from a field experiment in a mayoral election in Brazil where a reputable interest group declared both candidates corrupt. We distribute fliers in the run-off mayoral election in São Paulo. Informing voters about the challenger’s record reduced turnout by 1.9 percentage points and increased the opponent’s vote by 2.6 percentage points. Informing voters about the incumbent’s record had no effect on behavior. We attribute this divergent finding to differences in how each candidate’s supporters view corruption. Using survey data and a survey experiment, we show that the challengers’ supporters are more willing to punish their candidate for corruption, while the incumbent’s supporters lack this inclination.
DOI: 10.7910/dvn/hcfdu8
title: Replication Data for: Climate smart agriculture rapid appraisal (CSA-RA): A tool for prioritizing context-specific climate smart agriculture technologies

description: Approaches that aim to identify and prioritize locally appropriate climate smart agriculture (CSA) technologies will need to address the context-specific multi-dimensional complexity in agricultural systems. The climate smart agriculture rapid appraisal (CSA-RA) is a mixed method approach that draws on participatory bottom-up, qualitative, and quantitative tools to assess the heterogeneity of local contexts, and prioritize context-specific CSA options. This is an imperative if countries are to respond to the COP21 agreement and meet their intended nationally determined contributions (INDCs). The CSA-RA is designed to assess biophysical including climatic, socio-cultural, economic and technological characteristics at the household, farm and community/regional level. The CSA-RA employs gender-disaggregated methods, including gender differences in perceptions of climate change and its impacts. The CSA-RA combines common participatory rural appraisal (PRA) and rapid rural appraisal (RRA) tools into one methodology, that disaggregates the gender dimension, and includes resource mapping; climate calendars; historical calendars; cropping calendars; organization mapping; transect walks; key informant interviews; farmer interviews; and pairwise ranking matrix. The tool collects qualitative and quantitative data from various stakeholders (farmers, local leaders, researchers, local-level agricultural experts, private sector actors, donor organizations, and policy implementers), allowing expansive analysis, triangulation and validation. Application of the CSA-RA in Tanzania and Uganda reveals heterogeneity across the sites in terms of vulnerability, constraints and CSA priorities among different social groups (gender) and agro-ecological zones. Thus, the CSA-RA allows stakeholders to simultaneously take into account biophysical and socio-economic aspects to target and implement CSA.
DOI: 10.7910/dvn/tfs0nt
title: Replication Data for: Europa's Double Ridges Produced by Ice Wedging

description: This dataset contains the files used for creating the analytical and numerical COMSOL models of incremental ice wedging presented in "Europa's Double Ridges Produced by Ice Wedging".
DOI: 10.7910/dvn/rxkji
title: House Unpassed Legislation 1842, Docket 1153, SC1/series 230, Petition of Edward W. Gardner

description: &lt;p&gt;Petition subject: Repeal of anti-miscegenation and all laws making distinction on color &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10956448"&gt;http://nrs.harvard.edu/urn-3:FHCL:10956448&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Nantucket &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: David Joy, Nantucket &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Edward W. Gardner&lt;/li&gt;&lt;li&gt;Phebe Gardner&lt;/li&gt;&lt;li&gt;Phebe Hussey&lt;/li&gt;&lt;li&gt;George Bradburn&lt;/li&gt;&lt;li&gt;Eunice Hadwen&lt;/li&gt;&lt;li&gt;Lewis Green&lt;/li&gt;&lt;li&gt;Arthur Cooper&lt;/li&gt;&lt;li&gt;David Joy&lt;/li&gt;&lt;li&gt;Isaac Austin&lt;/li&gt;&lt;li&gt;Wesley Berry&lt;/li&gt;&lt;li&gt;Anna Gardner&lt;/li&gt;&lt;li&gt;Edward J. Pompey&lt;/li&gt;&lt;li&gt;Eunice F. Ross&lt;/li&gt;&lt;li&gt;Maria Cooper&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 153 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 86 &lt;/p&gt; &lt;p&gt;Female signatures: 67 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: undersigned, [females], [females of color], [males of color], ["inhabitants"], ["men"], ["women"] &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: not 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: House Unpassed 1842, Docket 1153 &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/thudkh
title: Impact Evaluation of the Conditional Cash Transfer Program for Secondary School Attendance in Macedonia Results from the Second Follow-Up

description: These data and .do files are associated with the paper “Impact Evaluation of the Conditional Cash Transfer Program for Secondary School Attendance in Macedonia Results from the Second Follow-Up” by Alex Armand and Pedro Carneiro. They were funded under the International Initiative for Impact Evaluation’s Open Window 4. They include outcomes of interest around school enrollment and household expenditure, along with heterogeneous impacts exploring gender targeting of conditional cash transfer payments.
description: This is only the data from the second follow up survey.
DOI: 10.7910/dvn/tschwa
title: Passed Acts; St. 1951, c.659, SC1/series 229, Petition of John B. Hynes

description: &lt;p&gt;Petition subject: Support for individuals &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:25455096"&gt;http://nrs.harvard.edu/urn-3:FHCL:25455096&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: John F. Collins, Suffolk; committee on municipal finance; committee on rules &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;John B. Hynes&lt;/li&gt;&lt;li&gt;John F. Collins&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1951-08-09,1951-08-10,1951-08-14 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the Senate on August 9, 1951 and referred to the committee on municipal finance and sent for concurrence and received in the House on August 10, 1951 and referred to the committee on rules and received in the House on August 14, 1951 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 2 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, referred, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 2 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: mayor of Boston &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: compensation payable to Laurence H. Banks, city councillor &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1951, c.659, passed September 10, 1951 &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: 10.17632/mjbt8hdvmz.1
title: 102 Isen-Isen Batik Lasem

description: The 102 "Isen-Isen Batik Lasem" collection comprises 102 unique isen-isen (filling motifs) traditionally found in Batik Lasem, featuring an original dataset of hand-drawn or traditionally crafted motifs, a digitized dataset that enhances clarity and adaptability for AI-assisted design and vector applications, and detailed descriptions for each motif. These descriptions include the motif's name, origin, symbolism, design characteristics, and its role in Batik Lasem patterns. This collection serves as a bridge between traditional craftsmanship and modern digital techniques, preserving cultural heritage while enabling further analysis, innovation, and computational design integration.
DOI: 10.17632/mjbt8hdvmz.2
title: 102 Isen-Isen Batik Lasem

description: The 102 "Isen-Isen Batik Lasem" collection comprises 102 unique isen-isen (filling motifs) traditionally found in Batik Lasem, featuring an original dataset of hand-drawn or traditionally crafted motifs, a digitized dataset that enhances clarity and adaptability for AI-assisted design and vector applications, and detailed descriptions for each motif. These descriptions include the motif's name, origin, symbolism, design characteristics, and its role in Batik Lasem patterns. This collection serves as a bridge between traditional craftsmanship and modern digital techniques, preserving cultural heritage while enabling further analysis, innovation, and computational design integration.
DOI: 10.17632/mjbt8hdvmz.3
title: 102 Isen-Isen Batik Lasem

description: The 102 "Isen-Isen Batik Lasem" collection comprises 102 unique isen-isen (filling motifs) traditionally found in Batik Lasem, featuring an original dataset of hand-drawn or traditionally crafted motifs, a digitized dataset that enhances clarity and adaptability for AI-assisted design and vector applications, and detailed descriptions for each motif. These descriptions include the motif's name, origin, symbolism, design characteristics, and its role in Batik Lasem patterns. This collection serves as a bridge between traditional craftsmanship and modern digital techniques, preserving cultural heritage while enabling further analysis, innovation, and computational design integration.
DOI: 10.17632/mjbt8hdvmz.4
title: 102 Isen-Isen Batik Lasem

description: The 102 "Isen-Isen Batik Lasem" collection comprises 102 unique isen-isen (filling motifs) traditionally found in Batik Lasem, featuring an original dataset of hand-drawn or traditionally crafted motifs, a digitized dataset that enhances clarity and adaptability for AI-assisted design and vector applications, and detailed descriptions for each motif. These descriptions include the motif's name, origin, symbolism, design characteristics, and its role in Batik Lasem patterns. This collection serves as a bridge between traditional craftsmanship and modern digital techniques, preserving cultural heritage while enabling further analysis, innovation, and computational design integration.
DOI: 10.17632/mjbt8hdvmz.5
title: 102 Isen-Isen Batik Lasem

description: This study hypothesizes that isen-isen motifs—complex filler patterns in Lasem batik—have essential cultural, symbolic, and historical value that is at risk of being lost, and therefore must be systematically documented to support the sustainability of Indonesia's intangible cultural heritage. This study presents a dataset of 102 digitized isen-isen motifs collected from three batik workshops in Lasem District (Batik Pesona Canting, KUB Srikandi, and Pusaka Beruang) through field research, interviews with artisans and cultural observers, and photographic documentation. These motifs were digitized through cutting and vector tracing in Adobe Illustrator at a resolution of 300 px/cm and saved in JPEG format with a size of 400×400 px and RGB color profile. The motifs were classified into five thematic categories—flora (50 motifs), fauna (22), daily life in Lasem (34), Javanese-Chinese acculturation (5), and historical narratives (6)—indicating that over 70% of the motifs reflect natural elements, while the remainder encode daily experiences, intercultural history, and philosophical teachings. Rich symbolic meanings emerge, such as prosperity (Gunung Ringgit), resilience (Ungker), transformation (Kricak), and ecological harmony (Latoh). The database was verified through collaboration with anthropologists and textile curators and has two functions, including visual education, design resources, ethnographic analysis, and digital heritage preservation. Interpretation of motifs depends on oral history and local cultural knowledge, making the database valuable for pattern recognition, semantic annotation, and participatory digital archiving. This visual database bridges traditional wisdom with technological innovation, ensuring that these small yet profound visual elements are preserved for interdisciplinary research and future generations.
DOI: 10.17632/mjbt8hdvmz.6
title: 102 Isen-Isen Batik Lasem

description: This study hypothesizes that isen-isen motifs—complex filler patterns in Lasem batik—have essential cultural, symbolic, and historical value that is at risk of being lost, and therefore must be systematically documented to support the sustainability of Indonesia's intangible cultural heritage. This study presents a dataset of 102 digitized isen-isen motifs collected from three batik workshops in Lasem District (Batik Pesona Canting, KUB Srikandi, and Pusaka Beruang) through field research, interviews with artisans and cultural observers, and photographic documentation. These motifs were digitized through cutting and vector tracing in Adobe Illustrator at a resolution of 300 px/cm and saved in JPEG format with a size of 400×400 px and RGB color profile. The motifs were classified into five thematic categories—flora (50 motifs), fauna (22), daily life in Lasem (34), Javanese-Chinese acculturation (5), and historical narratives (6)—indicating that over 70% of the motifs reflect natural elements, while the remainder encode daily experiences, intercultural history, and philosophical teachings. Rich symbolic meanings emerge, such as prosperity (Gunung Ringgit), resilience (Ungker), transformation (Kricak), and ecological harmony (Latoh). The database was verified through collaboration with anthropologists and textile curators and has two functions, including visual education, design resources, ethnographic analysis, and digital heritage preservation. Interpretation of motifs depends on oral history and local cultural knowledge, making the database valuable for pattern recognition, semantic annotation, and participatory digital archiving. This visual database bridges traditional wisdom with technological innovation, ensuring that these small yet profound visual elements are preserved for interdisciplinary research and future generations.