cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/pd3xwv
title: Supplemental Data for: "High Resolution Conflict Forecasting with Spatial Convolutions and Long Short-Term Memory"

description: The 2020 Violence Early Warning System (ViEWS) Prediction Competition challenged participants to produce predictive models of violent political conflict at high spatial and temporal resolutions. This paper presents a convolutional long short-term memory (ConvLSTM) recurrent neural network capable of forecasting the log change in battle-related deaths resulting from state-based armed conflict at the PRIO-GRID cell-month level. The ConvLSTM outperforms the benchmark model provided by the ViEWS team and performs comparably to the best models submitted to the competition. In addition to providing a technical description of the ConvLSTM, I evaluate the model's out-of-sample performance and interrogate a selection of interesting model forecasts. I find that the model relies heavily on lagged levels of battle-related fatalities to forecast future decreases in violence. The model struggles to forecast escalations in violence and tends to underpredict the magnitude of escalation while overpredicting the spatial spread of escalation.

&lt;/br&gt;&lt;/br&gt;

This repository contains the supplemental_data required for a full (from scratch) replication of "High Resolution Conflict Forecasting with Spatial Convolutions and Long Short-Term Memory." See the guidance available at &lt;a href="https://github.com/benradford/views2020"&gt;https://github.com/benradford/views2020&lt;/a&gt;.
DOI: 10.7910/dvn/plmnrw
title: Harvard Faculty Finder

description: The Harvard Faculty Finder creates creates an institution-wide view of the breadth and depth of Harvard faculty and scholarship, and it helps students, faculty, administrators, and the general public locate Harvard faculty according to research and teaching expertise. More information about the HFF website and the data it contains can be found on the Harvard University Faculty Development & Diversity website. HFF is a Semantic Web application, which means its content can be read and understood by other computer programs. This enables the data associated with a person, such as titles, contact information, and publications to be shared with other institutions and appear on other websites. Below are the technical details for building a computer program that can export data from HFF.

The data is available through an API. No authentication is required.

Documentation can be found at http://api.facultyfinder.harvard.edu, or you can see a snapshot of the documentation as the data for this entry.

The API entry points are described in the documentation
DOI: 10.7910/dvn/rnghdv
title: Replication Data for: 'Randomizing Religion: The Impact of Protestant Evangelism on Economic Outcomes'

description: The data and programs replicate tables and figures from "Randomizing Religion: The Impact of Protestant Evangelism on Economic Outcomes", by Bryan, Choi, and Karlan. Please see the ReadMe file for additional details.
DOI: 10.7910/dvn/tyljb
title: Senate Unpassed Legislation 1839, Docket 10525, SC1/series 231, Petition of Hannah M. Wood

description: &lt;p&gt;Petition subject: To pass several resolutions against slavery &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11858090"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858090&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Upton &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: William Legg, Upton; committee on domestic slavery &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Hannah M. Wood&lt;/li&gt;&lt;li&gt;Abigail Batchelor&lt;/li&gt;&lt;li&gt;Jane M. Childs&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 195 &lt;/p&gt; &lt;p&gt;Female signatures: 195 &lt;/p&gt; &lt;p&gt;Female only signatures: Yes &lt;/p&gt; &lt;p&gt;Identifications of signatories: women, [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;: 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;Additional archivist notes: Message to women on back &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1839, Docket 10525 &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/ya3vcy
title: External costs of freight transport in European Union Member States

description: Tables with estimates of external costs of freight transport for each transport mode and EU Member State. These figures can be used as reference for the comparison of different measures to reduce externalities from transport.
DOI: 10.7910/dvn/a0oeam
title: 25 Pictogram: Report fire

description: 25 Pictogram: Report fire
DOI: 10.7910/dvn/e887ol
title: Replication Data for: "Immigration Legislation, Across and Within the United States"

description: Data and Do-file
DOI: 10.7910/dvn/nsujmk
title: Per-emb-30, image data

description: Imaged continuum and spectral line cubes for Per-emb-30
DOI: 10.7910/dvn/pjlmf
title: Senate Unpassed Legislation 1839, Docket 10525, SC1/series 231, Petition of Seth Sprague

description: &lt;p&gt;Petition subject: To abolish slavery in Washington D.C. &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11857905"&gt;http://nrs.harvard.edu/urn-3:FHCL:11857905&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Duxbury &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Benjamin Alden, Duxbury &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Seth Sprague&lt;/li&gt;&lt;li&gt;Henry Chandler&lt;/li&gt;&lt;li&gt;Ephraim Bradford&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 93 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 93 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants &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: Senate Unpassed 1839, Docket 10525 &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/ta2vs6
title: A15_30273.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b9b4d5e8-13de-408e-b687-1d6af4904e29'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b9b4d5e8-13de-408e-b687-1d6af4904e29
DOI: 10.7910/dvn/tgha1i
title: Global In-use Stock Estimation Results

description: &lt;h1&gt;Global In-use Stock Estimation Results&lt;/h1&gt;
is the results of the global estimation of several materials (Al, Cement and Steel) using nighttime lights data.
DOI: 10.7910/dvn/u090wg
title: Replication Data for: Bureaucratic Gender Representation and Gender Mainstreaming in International Organizations: Evidence from the World Bank

description: Replication data for "Bureaucratic Gender Representation and Gender Mainstreaming in International Organizations: Evidence from the World Bank"
DOI: 10.7910/dvn/pkakpr
title: Replication Data for Do Political Hawks Prioritize Different Policies Than Technocrats? Politicization and Governors’ Spending Priorities

description: Replication files for Do Political Hawks Prioritize Different Policies Than Technocrats? Politicization and Governors’ Spending Priorities
DOI: 10.7910/dvn/fa6e1v
title: Between Hope and Disaffection: The Chilean Constitution-Making Process and the Intermediation Crisis

description: This study examines the gap between society, social movements, and political institutions through the Chilean Constitutional Convention (2021-2022). The article presents evidence supporting the argument that delegates' participation in this institutional body, along with the broader social unrest context, highlights an intermediation crisis. This approach integrates data from an original dataset of delegates' trajectories, the Social Longitudinal Study of Chile (ELSOC-COES), and interviews conducted with Convention delegates and candidates.
description: Rozas-Bugueño, Joaquin. Between Hope and Disaffection: The Chilean Constitution-Making Process and the Intermediation Crisis. PS: Political Science & Politics, Politics Symposium, Constitution-Making in the 21st Century.
DOI: 10.7910/dvn/tgiqb7
title: Replication Data for: Optimal Bounds for the No-Show Paradox via SAT Solving

description: Contains look-up tables that specify voting rules that were generated by a SAT solver which satisfy Condorcet consistency and participation for m = 4 alternatives and up to 11 [optimistic: 16, pessimistic: 13] voters. Also contains python scripts that verfiy that these functions indeed satisfy these axioms.
DOI: 10.7910/dvn/tgjqsl
title: Replication Data for: FEI - FEMA's 100-yr Flood Area Criterion

description: FEMA's 100-yr Flood Area for California Coastal Counties
DOI: 10.7910/dvn/tpe5k1
title: A13_23941.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f9081fc7-5652-4eae-af10-4daf3a63289f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f9081fc7-5652-4eae-af10-4daf3a63289f
DOI: 10.7910/dvn/vce7kn
title: Replication Data for: Outside the Wire: US military Deployments and Host-Country Public Opinion

description: These are the replication files for the paper "Outside the Wire: US military Deployments and Host-Country Public Opinion". Replication data contain csv data files as well as R script files required to replicate models, tables, and figures.
description: If you have any questions please contact the authors.
DOI: 10.7910/dvn/yxfs9z
title: Wright Casebook Edited; Docketed Case: 22,393
DOI: 10.7910/dvn/a0c4f3
title: Replication Data for: Examining public perceptions of US campaign finance over time through survey experiments

description: Replication data for "Examining public perceptions of US campaign finance over time through survey experiments" by Jay Goodliffe and Kesley Townsend, published in Electoral Studies in 2024.
DOI: 10.7910/dvn/ae3kpx
title: Replication Data for: McLean & Sorens, "The Changing Ideological Politics of U.S. State Firearms Regulation"

description: This dataset includes the data, graphs, and do files in Stata format needed to replicate the figures and tables in the article.
DOI: 10.7910/dvn/nbxyrn
title: Replication Data for: "The Creativity Premium: Exploring the Link Between Childhood Creativity and Life Outcomes"

description: This is the replication package for "The Creativity Premium: Exploring the Link Between Childhood Creativity and Life Outcomes," accepted in 2024 by the Journal of Political Economy Microeconomics.
DOI: 10.7910/dvn/z4h6re
title: Replication Data for Why Corporate Political Connections Can Impede Investment

description: We present an experiment that manipulates corporate political connections to understand whether a company's political influence is a barrier or an inducement to investment. Our data come from a survey of 3,329 firm employees and managers located in Venezuela, Ukraine and Egypt. On the whole we find that our respondents do not prefer to invest in companies with political connections. These results, however, are highly conditional on the respondent's company: respondents from highly connected companies do not penalize connected companies as investment choices, while respondents at less-connected companies prefer to invest in companies without political connections. We believe that what explains this finding are differences in how companies with and without connections manage liability as our survey data shows connected companies are much more likely to employ informal rather than formal mechanisms to resolve disputes. As a result, we believe that unconnected investors are more likely to invest in other unconnected companies to ensure that their property rights are protected.
DOI: 10.7910/dvn/6wssgv
title: Experimental achievement and signatures of ignition at the National Ignition Facility

description: An inertial fusion implosion on the National Ignition Facility, conducted on August 8, 2021 (N210808), recently produced more than a megajoule of fusion yield and passed Lawson’s criterion for ignition [Phys. Rev. Lett. 129, 075001 (2022)]. We describe the experimental improvements that enabled N210808 and present the first experimental measurements from an igniting plasma in the laboratory. Ignition metrics like the product of hot-spot energy and pressure squared, in the absence of self-heating, increased by ∼35%, leading to record values and an enhancement from previous experiments in the hot-spot energy (∼3×), pressure (∼2×), and mass (∼2×). These results are consistent with self-heating dominating other power balance terms. The burn rate increases by an order of magnitude after peak compression, and the hot-spot conditions show clear evidence for burn propagation into the dense fuel surrounding the hot spot. These novel dynamics and thermodynamic properties have never been observed on prior inertial fusion experiments.
description: PSFC REPORT PSFC/JA-22-18<br><br>This work was performed under the auspices of U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract No. DE-AC52-07NA27344. It was supported in part by the U.S. Department of Energy NNSA MIT Center-of-Excellence under Contract DE-NA0003868 and by LLNL under Contract B640112.<br><br>If this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.
DOI: 10.7910/dvn/a2dflb
title: Testing and Dissemination of Improve Varieties and Agronomic Practices Using the 'Mother-Baby' Approach

description: &lt;p&gt;This study explores raising and sustaining productivity in cereal-legume cropping systems in northern Ghana&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: AfricaRISING - Sustainable Intensification of Cereal-Based Farming Systems in the Guinea-Sudan-Savanna of Ghana and Mali&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt; Project abstract &lt;/b&gt;&lt;/p&gt;
&lt;p&gt;In 2013, four mother-baby trials started to test and demonstrate crop variety and combinations of variety and agronomic options will continue for the second year. A split-plot design replicated in 4-6 communities per region will be used in the trials with 30 babies per community for each mother trial.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Project website&lt;/b&gt;: &lt;a href="https://africa-rising.net"&gt;https://africa-rising.net/&lt;/a&gt;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;Project start date&lt;/b&gt;: 01/06/2014&lt;/p&gt;
&lt;p&gt;&lt;b&gt; Project end date &lt;/b&gt;: 01/09/2014&lt;/p&gt;
description: Biophysical Surveys
DOI: 10.7910/dvn/mglmuc
title: Ophthalmology clinic workflow efficiency and morale survey results

description: Staff survey results regarding clinic workflow efficiency and morale in an academic ophthalmology department. Programs added include Microsoft Excel and Prism Graphpad.
DOI: 10.7910/dvn/nprncc
title: Replication Data for: "The Strength of Long-Range Ties in Population-Scale Social Networks"

description: This dataverse provides data and simulation scripts for replicating the results reported in Park, Blumenstock, and Macy: 
(A) Bidirected Twitter @mention network edgelists of the largest connected components of eight countries - United States, Japan, United Kingdom, France, Turkey, Netherlands, South Korea, Singapore. (B) simulated data from the wormhole effect simulation experiments are included. (C) Scripts: tie range computation script, wormhole effect simulation scripts.
description: In the edgelist files, node IDs ("node1" and "node2" fields) are unique integers randomly assigned to the Twitter users, not the actual numeric Twitter IDs. The "range" field measures tie range (second shortest path length) between node1 and node2. The fields "f12" and "f21" are the frequencies of node1 @mentioning node2 and node2 @mentioning node1, respectively. The "geodist" field measures the geographic kilometer distance between node1 and node2. This field is non-missing only if the "representative" locations of both node1 and node2 are estimated from their GPS location tweets. That is, if GPS location information is not available for either node1 or node2, the "geodist" field is not recorded (missing). For details on GPS-based "representative" location inference, see SM Section 1 in Park, Blumenstock, and Macy.
DOI: 10.7910/dvn/nrwpdc
title: Replication data for: Information Policy in National Political Campaigns

description: Data from JITP article "Information Policy in National Political Campaigns"
DOI: 10.7910/dvn/ktwvva
title: Replication Data for: Growing Together: Assessing Equity and Efficiency in a Prenatal Health Program

description: Replication data and code for "Growing Together: Assessing Equity and Efficiency in a Prenatal Health Program" (Clarke, Córtes Méndez & Vergara Sepúlveda), forthcoming in the Journal of Population Economics.
DOI: 10.7910/dvn/pdxb5q
title: Replication Data for: CPI - Estuaries Criterion

description: CPI - Estuaries
DOI: 10.7910/dvn/yybynf
title: Replication data for: Replication Data for "Campaign Effects and the Dynamics of Turnout Intention" (Hillygus 2005)

description: Previous survey analyses examining campaign effects on turnout are somewhat unconvincing because they do not control for the fact that individuals may have decided they will vote independent of campaign activities (even before the campaign begins). Using a unique repeated measures data set of the 2000 presidential campaign, I estimate a Markov chain transition model to test the effects of campaign efforts on turnout intention conditional on precampaign turnout intention. I demonstrate that campaign efforts have a substantial influence on turnout intention, even taking initial turnout intention into account. More notably, I find that different campaign efforts are effective for intended nonvoters than for intended voters.
DOI: 10.7910/dvn/erfwiu
title: Census Linking Project: 1900-1930 Crosswalk

description: This crosswalk consists of individuals matched between the 1900 and 1930 complete-count US Censuses. Within the crosswalk, users have the option to select the linking method with which these matches were created. This version of the crosswalk contains links made by the ABE-exact (conservative and standard) method, the ABE-NYSIIS (conservative and standard) method and the ABE-NYSIIS (conservative and standard) method where race is used as a matching variable. For any chosen method, users can merge into this crosswalk a wide set of individual- and household-level variables provided publicly by IPUMS, thereby creating a historical longitudinal dataset for analysis.
DOI: 10.7910/dvn/grx6wl
title: Wright Files I-Z Edited; Docketed Case: 74-1466
DOI: 10.7910/dvn/ntjhmy
title: Benford's Law and Covid Deaths in the US

description: This is the R script and Stata dta file for checking whether reported US covid deaths by state conform with Benford's law.
DOI: 10.7910/dvn/r3xpej
title: Replication Data for: How the Party Commands the Gun: The Foreign-Domestic Threat Dilemma in China

description: The leaders of authoritarian states face a dilemma between building a loyal military to guard against domestic threats and a professional military that can guard against foreign threats. In this paper, I argue that leaders respond to domestic threats by promoting loyal officers and to foreign threats by promoting experienced officers. I draw on a new dataset, the first of its kind, of over 12,000 appointments to the People’s Liberation Army of China. The data shows that career ties and combat experience are key for officer promotion to key military and party offices. However, in periods of high domestic threat, party leaders promote unusually large numbers of officers with personal ties to the top leader. In periods of foreign threat, on the other hand, leaders are more likely to promote officers with prior combat experience. The article challenges the conventional wisdom, showing how autocrats face a trade-off between guarding against internal and external threats.
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/tmvuan
title: Replication Data for: A replication of “Exploring and explaining contracting out: Patterns among the American states”

description: This manuscript conducts both a narrow and wide replication of Brudney et al. (2005, Journal of Public Administration Research and Theory, 15(3), pp. 393-419), focusing on the scope, perceived effectiveness, and antecedents of contracting out. The replication joins the original study in indicating that state agencies widely used contracting out in service delivery, but their perceived effects on service costs and quality were mixed. The replication coincides with the original study in suggesting that contracting out was an agency-specific practice driven more by pragmatic factors but reports some divergences in the effects of individual factors. Overall, our replication concurs with the original study in many aspects, but also adds new nuances. There seems to be no single pattern underlying the use of contracting out, and thus no single factor could determine contracting out under all circumstances. Rather, contracting is a dynamic practice used by agencies for certain contingencies.
DOI: 10.7910/dvn/tyxa9r
title: Per-bolo-45, uv data

description: uv (visibility) continuum and spectral line data for Per-bolo-45 (PerBolo45)
DOI: 10.15468/dl.mhe623
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptoderma macrops Vaillant, 1886",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((51.9067 10.3601,51.6539 10.8496,44.9648 10.8496,44.9648 1.8496,45.9851 1.8496,46.3652 2.0796,48.3314 4.1285,49.4027 5.7662,49.6642 6.5145,51.2543 9.1551,51.377 9.8685,51.7452 10.0272,51.9067 10.3601))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013606-250525065834625/datasets/export for details.