cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ul7nyu
title: Ookla Netindex Data on Internet Speed

description: Estimates of Internet speed by City (2008--2014), Country (2010--2014), and Region (2010--2014).

The data on Internet speed estimates are from the now defunct http://www.netindex.com/, a website run by &lt;a href="http://www.ookla.com/"&gt;http://www.ookla.com/&lt;/a&gt;). 

Please read the readme file, which has the licensing information, before using the data.

See also: &lt;a href="https://github.com/soodoku/ookla_netindex"&gt;https://github.com/soodoku/ookla_netindex&lt;/a&gt;
DOI: 10.7910/dvn/7db68c
title: Final classified LULC Tables 4.01 to 4.09
title: Raster GIS Data

description: Chapter 4
&lt;P&gt; Raster Format, GeoTIFF
&lt;li&gt;Cayapas-Mataje Estuary final classified LULC analysis data for each year (all of Table 4.01)
&lt;li&gt;Muisne Estuary final classified LULC analysis data for each year (all of Table 4.02)
&lt;li&gt;Cojimies Estuary final classified LULC analysis data for each year (all of Table 4.03)
&lt;li&gt;Muisne Estuary final classified LULC analysis data for each year (all of Table 4.04)
&lt;li&gt;Chone Estuary final classified LULC analysis data for each year (all of Table 4.05)
&lt;li&gt;Isla Puná North Estuary classified LULC analysis data for each year (all of Table 4.06) 
&lt;li&gt;Isla Puná Estuary classified LULC analysis data for each year (all of Table 4.07)
&lt;li&gt;Guayas Estuary classified LULC analysis data for each year (all of Table 4.08) 
&lt;li&gt;El Oro Estuary classified LULC analysis data for each year (all of Table 4.09)
description: ArcGIS Desktop, 10.6
description: QGIS, 3.3
DOI: 10.7910/dvn/aoquad
title: Comparing Perceptual and Preferential Decision Making

description: This is the complete dataset used in the study: Comparing Perceptual and Preferential Decision Making, by Gilles Dutilh and Jörg Rieskamp.
The data set contains three conditions: three preferential decision conditions, with three different risk levels; one perceptual condition. Stimuli across tasks were equal: 10X10 dots matrices representing either a perceptual choice (more white or more black dots) or a preferential choice (do you want to play the gamble where the probability is represented by the number of black and white dots).
DOI: 10.7910/dvn/exuw6h
title: House Unpassed Legislation 1840, Docket 788, SC1/series 230, Petition of Henry A. Merriam

description: &lt;p&gt;Petition subject: Against the gag rule &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10956361"&gt;http://nrs.harvard.edu/urn-3:FHCL:10956361&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Topsfield &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: George H. Smith, Salem; James Owens, Topsfield &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Henry A. Merriam&lt;/li&gt;&lt;li&gt;Emerson P. Gould&lt;/li&gt;&lt;li&gt;John Wright&lt;/li&gt;&lt;li&gt;N. Conant [Nathaniel Conant?]&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 82 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 82 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: legal voters &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: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1840, Docket 788 &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/rpxysm
title: Replication Data for: A multi-dimensional percolation approach to characterize sustainable mega-city regions

description: Raw and simulated data for the communication: A multi-dimensional percolation approach to characterize sustainable mega-city regions (Marami 2018 Conference)
DOI: 10.7910/dvn/udwwuh
title: A13_24970.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b9336bf1-3a8d-403d-9791-e48494258ab5'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b9336bf1-3a8d-403d-9791-e48494258ab5
DOI: 10.7910/dvn/zotbj6
title: Elections and Social Conflict in Africa, 1990-2009

description: This contains the data and command to replication the analysis in Elections and Social Conflict in Africa, 1990-2009. (Salehyan, Idean and Christopher Linebarger, 2015. "Elections and Social Conflict in Africa, 1990-2009." Studies in Comparative and International Development. 50: 23-49.
DOI: 10.7910/dvn/jqtw30
title: Replication Code and Pseudo-Data for "Mutual Fund Liquidity Transformation and Reverse Flight to Liquidity"

description: 1. This replication package includes 5 do files
2. "asset_prices.do" and "aggregate_trend.do" creates the graphs and tables in the stylized fact section
3. "flow_nav_day_level.do" creates graphs and tables for the outflow analysis
4. "security_fund_month.do" creates graphs and tables for the fund-level analysis of the liquidity management practice
5. "return_security_day_level" creates graphs and tables for the security-level analysis of the price impacts of the flows.
6. "data" folder contains the public data from Flow of Funds and FRED. 
7. The licensed data are not provided due to the licensing restrictions. Instead, the first 100 observations of the merged dataset are provided to understand the structure of the code, per the code-sharing policy of the RFS.
DOI: 10.7910/dvn/ppxi8h
title: WX23

description: This report describes the results of an annual nationwide survey on severe weather in the United States. The 2023 Severe Weather and Society Survey (WX) was designed and administered by the Institute for Public Policy Research and Analysis (IPPRA) at the University of Oklahoma. It is the sixth survey in the annual series (see Silva et al. 2017, Silva et al. 2018, Silva et al. 2019, Krocak et al. 2020, Krocak et al. 2021, and Bitterman et al. 2022 for information on WX17, WX18, WX19, WX20, WX21 and WX22, respectively). WX23 was fielded July 28 – August 25, 2023, using an online questionnaire that was completed by 1,513 U.S. adults (age 18+) that were recruited from an Internet panel that matches the characteristics of the U.S. population as estimated in the U.S. Census. Following WX17 and WX18, which were designed to establish baseline measures of the extent to which U.S. adults receive, understand, and respond to severe weather forecasts and warnings, WX19, WX20, WX21 and WX22 were designed to continue and, in some cases, refine the measurement of these concepts. WX23 continues to measure these core concepts, giving us seven years of consistent data to continue measuring change. Additionally, WX23 tested different methods for visualizing conditional intensity in Storm Prediction Center products, as well as a variety of experimental scales for the SPC’s convective outlook. The survey also includes questions on how religious beliefs impact willingness to take protective action in the event of a severe storm. This report presents an overview of methodology of the survey data collection, data weighting, and a reproduction of the survey instrument with weighted means and frequencies for the questions that elicited numeric responses.
DOI: 10.7910/dvn/7dfvp
title: Unpassed Legislation Relating to Indian Affairs; House Unpassed Legislation 1840, Docket 746, SC1/series 592x, Petition of Freeman Sanders

description: &lt;p&gt;Petition subject: Indian guardians &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:12208733"&gt;http://nrs.harvard.edu/urn-3:FHCL:12208733&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1840-02-29 &lt;/p&gt; &lt;p&gt;Petition location: Edgartown &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Elihu P. Norton, Edgartown; committee on the reduction of salaries &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Freeman Sanders&lt;/li&gt;&lt;li&gt;Chase Pease&lt;/li&gt;&lt;li&gt;William Vinson&lt;/li&gt;&lt;li&gt;Hebron Vincent&lt;/li&gt;&lt;li&gt;Seth Cleveland&lt;/li&gt;&lt;li&gt;Henry Marchant Jr.&lt;/li&gt;&lt;li&gt;John Norton&lt;/li&gt;&lt;li&gt;Kilborn Smith&lt;/li&gt;&lt;li&gt;Edgar Baylies&lt;/li&gt;&lt;li&gt;Ellis Lewis&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1840-03-07 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on March 7, 1840 and referred to the committee on the reduction of salaries &lt;/p&gt; &lt;p&gt;Total signatures: 16 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 16 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: ["others"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: investigation, Indian guardianship, Dukes county, abolish, unjust, anti-republican system, circumscribing the natural and inalienable rights of its subjects &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1840, Docket 746 &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/e6sqea
title: Replication Data for: Frugal Innovation and Sustainability in the Footwear Sector

description: ABSTRACT: Objective: this article aims to analyze how footwear companies can innovate frugally in convergence with the principles of sustainability. Theoretical framework: this objective was achieved based on studies that observe the relationship between sustainability and frugal innovation, with an emphasis on bricolage strategies, from a perspective of applicability in the footwear industry, as it is a sector with high environmental impact. Method: the research uses design science research, and made use of a field diary, for greater depth of understanding of the footwear environment, as well as secondary analysis of documents on the internet and transcribed interviews with the seven experts. Results: the study managed to propose two action artifacts, one of them a frugal and sustainable sneaker artifact, which reuses production material to produce cheap, quality footwear, that would otherwise be discarded at a financial loss, and, as a second action artifact, it realized the need for collaborative and constant action between universities and companies in the search for frugal and sustainable solutions, which can benefit both companies, through profitable results, and the university, through longitudinal research and production of articles. Conclusions: the footwear industry yearns for low-cost (frugal) innovations that are at the same time sustainable, and demonstrates capacity and interest in meeting social and political demands for sustainable actions; in order to achieve this, greater proximity to the university presents itself as a collaboration that can produce benefits for both, with side effects of positive impact on environmental initiatives, society, and government policies. Keywords: bricolage; frugal sneakers; university and business collaboration; artifacts; footwear industry.
description: Data is also available at: https://data.mendeley.com/datasets/b9hd6rxbwn/1
DOI: 10.7910/dvn/o6vhzz
title: Replication Data for: Ideology Justifies Morality: Political Beliefs Predict Moral Foundations

description: Moral Foundations Theory (MFT) is employed as a causal explanation of ideology that posits political attitudes are products of moral intuitions. Prior theoretical models, however, suggest the opposite causal path, i.e. that moral judgements are driven by political beliefs. In both instances, however, extant research has assumed rather than explicitly tested for causality. So, do moral intuitions drive political beliefs or do political beliefs drive moral intuitions? We empirically address this question using data from two panel studies and one nationally representative study, and find consistent evidence supporting that ideology does not cause moral intuitions. Indeed, we find tentative evidence that the latter causes the former. The findings have significant implications for MFT as a theory of ideology, and also about the consequences of political beliefs for shaping how individuals rationalize what is right and what is wrong.
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/pknjqq
title: Replication data for: Do Treaties Matter? Exploiting Domestic Partisan Shifts to Separate Treaty Effects from Selection Effects

description: The question of whether treaties matter has long resisted an empirical verdict. A pattern of compliance by treaty signatories is what one would expect to see if treaties constrain state behavior or if states merely sign the treaties with which they would comply anyway. The two possibilities share the same observable implication. To resolve this problem, we ask a slightly different question which allows us to separate treaty effects from selection effects: When parties opposed to a treaty come to power in treaty signatories, are they more constrained to comply with treaty obligations than similar parties in non-signatories? To answer this question, we use a difference-in-differences model exploiting exogenous domestic political variation in state preferences for current account restriction. We find a substantively strong, albeit somewhat uncertain, constraining effect of international legal commitments. We interpret this as suggestive evidence that treaties do matter.
DOI: 10.7910/dvn/trzubi
title: Data for Meta-analysis on the contact hypothesis

description: This data set contains the variables for the meta analysis on field experiments on the contact hypothesis.
DOI: 10.7910/dvn/uawgpu
title: Replication Data for: Nonparametric Combination (NPC): A Framework for Testing Elaborate Theories

description: The file replication.tar.gz contains the full set of replication files, stored in a way that preserves the folder hierarchy. Or you may download the files separately. 

Abstract: Social scientists are commonly advised to deduce and test all observable implications of their theories. We describe a principled framework for testing such “elaborate” theories: nonparametric combination. NPC assesses the joint probability of observing the theoretically predicted pattern of results under the sharp null of no effects. NPC accounts for the dependence among the component tests without relying on modeling assumptions or asymptotic approximations. Multiple-testing corrections are also easily implemented with NPC. As we demonstrate with four applications, NPC leverages theoretical knowledge into greater statistical power, which is particularly valuable for studies with strong research designs but small sample sizes. We implement these methods in a new R package, NPC.
DOI: 10.7910/dvn/ae0bea
title: Wright Files I-Z Edited; Docketed Case: 83-2194
DOI: 10.7910/dvn/exvwqy
title: Synthea synthetic patient data for stroke risk prediction machine learning

description: This dataset contains Synthea synthetic patient data used in building ML models for stroke risk prediction. The ML models are used to simulate ML-enabled LHS. See the first LHS simulation paper published in Nature Scientific Reports. This open dataset is part of the synthetic data repository of the Open LHS project on GitHub: https://github.com/lhs-open/synthetic-data.
description: Synthetic patient data can be used in developing ML algorithms or process, testing, and training. I have found that it is more efficient to first use synthetic data for developing ML pipeline and then apply the pipeline on real EHR data. 
For more about this new "synthetic + real" approach, see the dynamic "LHS Practical Guide" that I wrote for developers: https://lhs-open.github.io/lhs-guide/
DOI: 10.7910/dvn/oayqa8
title: Replication Data for: Gender Disparities in Altmetric Attention Scores for Cardiovascular Research

description: Replication data and replication code for: Gender Disparities in Attention to Cardiovascular Research
DOI: 10.7910/dvn/odvyl2
title: Replication Data for: Rapid hydrofracture of icy moon shells: insights from glaciology

description: Supporting Python scripts for "Rapid hydrofracture of icy moon shells: insights from glaciology" https://arxiv.org/abs/2403.09888

Contains:

IcyFracture_noloop.py ]
IcyFracture_vara.py } Scripts to plot fracture calculations
IcyFracture_varh.py ]

IcyVolume.py  } Script to plot volume calculations
DOI: 10.7910/dvn/u5y0zv
title: Replication Data for "Populism for the Ambivalent: Anti-Polarization and Support for Ukraine’s Sluha Narodu Party"

description: Article is conditionally accepted at Post-Soviet Affairs
DOI: 10.6084/m9.figshare.28600841
title: Genome assembly and whole-genome resequencing study of Butuo Black sheep（Ovis aries）

description: Butuo Black Sheep (BBS) exhibits excellent high-altitude adaptability, physical condition, and meat production performance. Despite advancements in genomic research, the genome of BBS remains poorly understood. In this study, we generated a high-quality chromosome-level genome with a size of 2.95 Gb, a contig N50 of 71.45 Mb, and a scaffold N50 of 92.26 Mb. Benchmarking Universal Single-Copy Orthologs (BUSCO) analysis indicated a genome assembly completeness of 95.9%. De novo genome prediction showed that repetitive sequences accounted for 47.74% of the entire genome, with Long Interspersed Nuclear Elements (LINEs) comprising the largest proportion.<br>Additionally, we report 50 sheep genomes generated by sequencing DNA samples on the Illumina NovaSeq 6000 platform, with an average depth of 10.36X and paired-end read lengths of 150 bp. A total of ~1.2 TB of raw data was produced, and 99.9% of clean reads successfully mapped to the sheep reference genome assembly with a coverage of 99.6%. This BBS genome dataset provides a valuable resource for studying the genetic diversity and evolutionary patterns of BBS.
DOI: 10.6084/m9.figshare.28600841.v1
title: Genome assembly and whole-genome resequencing study of Butuo Black sheep（Ovis aries）

description: Butuo Black Sheep (BBS) exhibits excellent high-altitude adaptability, physical condition, and meat production performance. Despite advancements in genomic research, the genome of BBS remains poorly understood. In this study, we generated a high-quality chromosome-level genome with a size of 2.95 Gb, a contig N50 of 71.45 Mb, and a scaffold N50 of 92.26 Mb. Benchmarking Universal Single-Copy Orthologs (BUSCO) analysis indicated a genome assembly completeness of 95.9%. De novo genome prediction showed that repetitive sequences accounted for 47.74% of the entire genome, with Long Interspersed Nuclear Elements (LINEs) comprising the largest proportion.<br>Additionally, we report 50 sheep genomes generated by sequencing DNA samples on the Illumina NovaSeq 6000 platform, with an average depth of 10.36X and paired-end read lengths of 150 bp. A total of ~1.2 TB of raw data was produced, and 99.9% of clean reads successfully mapped to the sheep reference genome assembly with a coverage of 99.6%. This BBS genome dataset provides a valuable resource for studying the genetic diversity and evolutionary patterns of BBS.
DOI: 10.7910/dvn/ecgjps
title: Auction_2019_ZND

description: Experimental auction data
DOI: 10.7910/dvn/oabjid
title: High-quality human heart rate variability (HRV) data of immersive virtual reality session

description: The data incorporate heart rate variability (HRV) records collected in 15 healthy participants (7 women) in two sets (background and orthostatic) before and right after a 20-min session in immersive virtual reality. Measurements include the Mean HR — average heart rate; SDNN — standard deviation of all normal RR intervals in ms corresponding to the global heart rate variability; RMSSD — the root-mean-square of the differences between adjacent normal RR intervals in a time interval, expressed in ms, representing parasympathetic activity; the LF index — low-frequency component reflecting the global action (vagal and sympathetic components) on the heart with a predominance of the sympathetic, including variations between 0.04 and 0.15 Hz; HF — high-frequency component indicating the action of the vagus nerve on the heart, including variations from 0.15 to 0.4 Hz; the LF/HF ratio — the relationship between these two indices, reflecting the sympathovagal balance; Baevsky Stress Index, and others. A total of 4,320 high-quality HRV records (288 for each participant) are provided.
DOI: 10.7910/dvn/sqoadl
title: Replication Data for: "Regionalism, Foreign Policy and Executive/Legislative Relations: Mercosur and the European Union in Comparative Perspective"

description: Data from the article "Regionalism, Foreign Policy and Executive/Legislative Relations: Mercosur and the European Union in Comparative Perspective", by Medeiros, Santos, Amelotti and Barros, published in Revista DADOS, v. 68, n. 2 de 2025
description: In a globalized world, Legislative control over matters related to Mercosur and the European Union is important, but its importance varies in relation to Regional Foreign Policy (RFP) decisions. This article investigates whether there are configurations, considering institutional design, political conditions and economic factors, which explain the intensity of legislative participation in determining such matters. Specialists were consulted to select five decisions that represented significant changes for the regional dynamics of Mercosur and EU member countries. After defining the intentional sample of cases, through a Qualitative Comparative Analysis (QCA), necessary and sufficient conditions for the participation of the Legislature in RFP were identified. The results indicate that institutional design and economic factors matter, but prior debates in Parliaments on the subject are also relevant to explain legislative action. This was corroborated by a Coincidence Analysis (CNA) that demonstrated that this variable makes up the causal chain of participation.