cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/klckl5
title: KenPos: Kenyan Languages Part of Speech Tagged dataset

description: This project developed a Part of Speech (POS) Tagged dataset of 2 languages in Kenya, Dholuo and Luhya. The Luhya Language has several dialects. In the project 3 dialects were chosen as a start: Lumarachi, Logooli and Lubukusi. The project tagged approximately 143,000 words which include 50,000 words for Dholuo, 27,900words for Lumarachi, 34,300 words for Logooli, and 30,900 words for Lubukusu words. Each csv file contains two (2) tab delimited columns, the first holds the words in the respective languages and the second column contains the POS tag as given by the annotators.
&lt;br&gt;
Acknowledgement of translators:
&lt;br&gt;
Luo: Dr. Jackline Okello (Coordinator), Jonathan Muga, Wilfred Okoth, Jude Abade, Beryl Odawa
&lt;br&gt;
Luhyia (Logooli): Salano Odari (Coordinator), Dr. Mary Kibigo, Stanely Kevogo, Jamleck Lugwiri
&lt;br&gt;
Luhyia (Bukusu) : Chrispinus Waswa(Coordinator), Mactilda Nekesa Makana, Dr. Dorine Lugendo, Marystella Naliaka Mbaya
&lt;br&gt;
Luhyia (Marachi) : Josephat Bwire (Coordinator), Caren Nekesa, Edwin Chris Odhiambo
DOI: 10.7910/dvn/rgxhon
title: A15_28598.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/c9c17025-1ace-4ba4-a563-daecc2bad8e4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c9c17025-1ace-4ba4-a563-daecc2bad8e4
DOI: 10.7910/dvn/ywk6du
title: National Forest Map
DOI: 10.7910/dvn/6iug2
title: Senate Unpassed Legislation 1842, Docket 11057, SC1/series 231, Petition of Joseph Bates

description: &lt;p&gt;Petition subject: To define rights on railroads &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11858182"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858182&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1842-02-01 &lt;/p&gt; &lt;p&gt;Petition location: Fairhaven &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Jones Robinson, Fairhaven &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Joseph Bates&lt;/li&gt;&lt;li&gt;John Wood&lt;/li&gt;&lt;li&gt;Silas Delano&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 55 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 55 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, ["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;: 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 1842, Docket 11057 &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/gcoldc
title: Replication Data for: Estimating the Counterfactual Outcomes of Uncontested Congressional Races

description: These data provide election results, demographic information, and fundraising data for congressional elections from 1982-2012. The data come from a combination of three datasets, with sources below. These data are used in Stephen Moon's undergraduate thesis in Statistics, "Estimating the Counterfactual Outcomes of Uncontested Congressional Races." 

Election Result Data: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/IG0UN2
Demographic Data: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/CI2EPI
DIME Data: https://data.stanford.edu/dime
DOI: 10.7910/dvn/nejidx
title: Explaining Cross-National Variation in Government Adoption of New Technologies

description: New information and communication technologies provide governments with opportunities to deliver public services more effectively to their citizens. But we know little about the reasons for variation in the adoption of these technologies across countries. Using cross-national data on government use of information technologies to reform public service delivery, or eGovernment, I argue that politicians' expectations about the effects of more transparent service delivery on established patterns of rent-seeking play an important role in shaping variation in the character of reforms. I show that the level of preexisting corruption in a country is a robust predictor of eGovernment outcomes, with more corrupt governments less likely than their less corrupt peers to implement high-quality public service reforms using information technology. This finding contrasts with those analyses that emphasize the role of economic conditions or regime type in explaining technological diffusion.
DOI: 10.7910/dvn/nfsxtr
title: Non-Pharmaceutical Interventions to Combat COVID-19 in the Americas: Subnational, Daily Data

description: These files contain daily, sub-national data on 10 non-pharmaceutical interventions (NPI) to combat covid-19 in eight Latin American countries. They also contain daily aggregate policy index scores at national and sub-national levels as well as information on covid-19 cases, deaths, testing rates, positivity rates, time that policies have been in place, and rankings relative to other sub-national units within each country.
DOI: 10.7910/dvn/gervdq
title: Replication Data for: "The ABCs of Firm Heterogeneity when Firms Sort into Markets: The Case of Exporters"

description: This is the replication package for "The ABCs of Firm Heterogeneity when Firms Sort into Markets: The Case of Exporters," accepted in 2023 by the Journal of Political Economy.
DOI: 10.7910/dvn/ti0kau
title: Roman Road Network (version 2008)

description: This study provides a portable, digital version of the Roman roads identified in the Barrington Atlas, which users can visualize in combination with their own historical data.
DOI: 10.7910/dvn/tke4ms
title: Petition of Lemuel Corbin

description: &lt;p&gt;Petition subject: Property &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481283"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481283&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1797-05-22 &lt;/p&gt; &lt;p&gt;Petition location: Dudley &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Committee on the petition of John Chamberlain and others &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Lemuel Corbin&lt;/li&gt;&lt;li&gt;John Healy&lt;/li&gt;&lt;li&gt;Mark Dodge&lt;/li&gt;&lt;li&gt;Levi Davis&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1797-06-03,1797-06-06 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on June 3, 1797 and read and committed to the committee on the petition of John Chamberlain and others and sent for concurrence and received in the Senate on June 6, 1797 and read and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 4.0 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, read, committed, sent, received, read, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 4.0 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: guardians to the Indians called the Dudley Indians &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;Native American tribe: Nipmuc, Dudley &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; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: Dudley Indians, Pegan, Levi Davis of Charlton, Indian guardians, Worcester county, lands, rents, support, wood, decayed, debts, sale, huts, fences &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Resolves 1797, c.21, passed June 17, 1797 &lt;/p&gt;
DOI: 10.7910/dvn/6jn7e0
title: Issues in the Estimation of Dynamic Happiness Models: A Comment on ‘Does Childhood Predict Adult Life Satisfaction?’

description: This note offers methodological comments on a recent (November 2014) Economic Journal article. The comments consider its use of a dynamic model – the inclusion of a lagged dependent variable – and its approach to estimation. By way of critique, the authors highlight general issues regarding dynamic panel analysis that are still less fully appreciated in the economics of happiness literature than elsewhere in economics and other quantitative social sciences. This discussion of methodological issues arising from dynamic estimation may be of practical assistance to researchers new to the field and/or to dynamic modelling.
DOI: 10.7910/dvn/eww7sq
title: KPC May 2005

description: Kibale Party Composition files from 2005-01-05 to 2005-05-31 include 43 files. Access to these files is restricted. Please contact Dr. Zarin Machanda (machanda@fas.harvard.edu) for permission.
DOI: 10.7910/dvn/ex4ng2
title: Replication Data for: "Artificial intelligence in breast cancer screening: Primary care provider preferences"

description: Replication Data for: "Artificial intelligence in breast cancer screening: Primary care provider preferences"
DOI: 10.7910/dvn/nddhbt
title: Figure 1 raw data- E10.5

description: Figure 1 raw data- E10.5
DOI: 10.7910/dvn/nfcksj
title: Seminar on High-Dimensional Data Visualization, with glue demo

description: Presentation Date: 
Tuesday, March 7, 2017.
Location: 
University of Zurich, Switzerland. These are the slides for Dr. Alyssa Goodman's presentation "Seminar on High-Dimensional Data Visualization, with glue demo", given at the University of Zurich, Switzerland on March 7, 2017.
description: Files included are Keynote slides (in .key and .pdf formats)
DOI: 10.7910/dvn/pgl3bo
title: Replication Data for RNA-Seq analysis of gene expression in 25 cases of canine lymphoma undergoing CHOP chemotherapy

description: Data file 3 consists of patient outcome and immunophenotype results from 25 dogs with lymphoma. 
Data file 4 contains an image of a heat map of gene expression showing immunophenotype, disease stage and batch number.
Data file 5 contains the results of Cox proportional hazard analysis of gene expression.
DOI: 10.7910/dvn/tp2oky
title: Cost of pneumonia in children under 5 in Bangladesh (2017-18)

description: Data files, program files and codebooks for the cost of pneumonia from the caregiver, facility and societal perspectives. DOVE cost of illness study in Bangladesh.
description: Stata, 13
DOI: 10.7910/dvn/a785g7
title: bigKRLS 2016 election analysis and simulations

description: Replication materials for "Messy Data, Robust Inference? Navigating Obstacles to Inference with bigKRLS" that focus on the 2016 US Presidential election and the county-level data used to assess "communities in crisis" hypothesis outlined in the paper. Code is also provided for a number of simulations of Type 1 and Type 2 error rate, predictiveness, etc.
description: See also:

Hainmueller, J. and Hazlett, C. (2013). Kernel regularized least squares: Reducing misspecification bias with a flexible and interpretable machine learning approach. Political Analysis, pages 1–26.

Ferwerda, J., Hainmueller, J., and Hazlett, C. (2017). Kernel-based regularized least squares in r (krls) and stata (krls). Journal of Statistical Software, Articles, 79(3):1–26.
DOI: 10.7910/dvn/a7gqxg
title: Global distribution of chickens and pigs raised in extensive, semi-intensive and intensive systems in 2010 (5 minutes of arc)

description: This dataset presents GIS layers of chicken and pigs global distribution in 2010, broken down in extensive and intensive systems (chickens) and extensive, semi-intensive and intensive systems (pigs). It uses the model published by Gilbert et al. (2015) applied to the new GLW 3 chicken and pigs data layers.
description: The GIS layers are provided as geotiff with an extent of X:-180 to 180 / Y:-90 to 90, a resolution of 0.083333 decimal degrees, and with the projection CRS “+proj=longlat”.

All numbers are provided as total numbers of heads per pixel, and need to be divided by the pixel area to be converted into densities. A layer of pixel area is provided in the dataset at a similar spatial resolution and extent.
DOI: 10.7910/dvn/p3un9d
title: REDUCE_LoS_Mortality

description: Replication data for the REDUCE study for length of stay and mortality
DOI: 10.7910/dvn/sywu60
title: Replication Data for: US Disaster Aid and Bilateral Trade Growth

description: Previous research demonstrates that the decision to issue international 
disaster aid depends in part on the political relationship between donor and recipient countries. However, the reverse case – the impact of disaster aid on subsequent relationships – remains untested. In this paper, I demonstrate that, for states having recently suffered a natural disaster, a higher commitment of US disaster aid results in a subsequent increase in US-disaster victim trade. I use error correction models (ECMs) to assess the short- and long-term influence of US disaster aid on trade growth over the 1973-2008 period. My results suggest that an increase in disaster aid 
often leads to a subsequent increase in bilateral trade considerably larger than the initial aid commitment. I also find, controlling for other determinants of disaster aid, that preexisting trade with the US is not associated with a victim’s likelihood of receiving US aid. These findings are important for policy-makers, suggesting the presence of a material incentive to complement humanitarian imperatives to
 grant disaster assistance.
DOI: 10.7910/dvn/taftil
title: Replication Data for: Subnational Socio-economic Dataset Availability

description: This is a replication data used in the analysis for the correspondence article published at Nature Climate Change: "Subnational socio-economic dataset availability" &lt;a href="http://www.nature.com/nclimate/journal/v6/n2/full/nclimate2842.html"&gt;doi:10.1038/nclimate2842&lt;/a&gt;.
description: This work was undertaken as part of the CGIAR Research Program on Policies, Institutions, and Markets (PIM) led by the International Food Policy Research Institute (IFPRI). Funding support was provided by PIM and the Bill and Melinda Gates Foundation.
DOI: 10.7910/dvn/tkguni
title: Soil Maps Senegal

description: Soil Maps Senegal
DOI: 10.7910/dvn/yynjsx
title: Replication Data for: "The energy budgets of giant impacts"

description: This dataset contains data from the article:&lt;br&gt;
Carter, P. J.; Lock, S. J. and Stewart, S. T., 2019, "The energy budgets of giant impacts", JGR: Planets, in press, https://doi.org/10.1029/2019JE006042.&lt;br&gt;
These data consist of giant impact simulation input files, processed data used to create the figures in the article, select simulation output and code to read input/output files, and EOS tables for use with the GADGET2 code.&lt;br&gt;
See the README file for further information.
DOI: 10.7910/dvn/4b5ad1
title: Replication Data for: Intra-Party Politics and Public Opinion: How Candidate Selection Processes affect Citizens' Satisfaction with Democracy

description: [Abstract]: Scholars often mention the centrality of parties for the democratic political system. Indeed political parties are indispensable institutions for the linkage between state and society, and should not remain absent in any comparative analysis of citizens' political attitudes. Yet, only rarely do scholars study how parties shape people's opinion about democracy. This article seeks to amend this lacuna and examine empirically how party level characteristics, specifically the nature of a party's candidate selection procedure, relate to the level of satisfaction with democracy among citizens. The authors constructed a cross-national dataset with data on the selection procedures of 130 political parties in 28 country-sessions to examine whether citizens that vote for democratically organized parties are more satisfied with the way democracy works in their country. Additionally, this relationship is examined more closely in Israel and Belgium, two countries where candidate selection procedures show substantial variation and where politicians have made a strong claim for intraparty democratization. Both the cross-national as well as the country-specific analyses indicate that democratic candidate selection are indeed associated with greater satisfaction with democracy.
DOI: 10.7910/dvn/exqjye
title: Replication Data for: The Rally ’round the Flag Effect in Third Parties: The Case of the Russian Invasion of Ukraine

description: Immediately after the onset of a war, the popularity of the head of a warring government suddenly surges. Known as the “rally ’round the flag effect”, this phenomenon may well spill over to third-party countries that are not actually at war. This paper specifically studies the case of the Russian invasion of Ukraine. We exploited the results of surveys in Czechia, Japan, and Uruguay that were already underway when the conflict began. We identify the indirect rally effect of the war on citizens’ support for the party of the head of government by comparing respondents who joined the surveys before or after the outbreak of the war. We found that the war increased approval for the national leader’s party by around three percentage points in Japan and six percentage points in Uruguay, which is comparable to the size of direct rally effects. However, this was not the case in Czechia.
description: Journal of Elections, Public Opinion & Parties, forthcoming
DOI: 10.7910/dvn/kg4hlq
title: Diplomatic Exchange , 1817-2005 (v2006.1)

description: The Correlates of War Diplomatic Exchange data set captures diplomatic representation at the level of chargé d'affaires, minister, and ambassador between members of the Correlates of War interstate system. Information is available for the following years: 1817, 1824, 1827, 1832, 1836, 1840, every five years between 1844 and 1914, every five years between 1920 and 1940, and every five years between 1950 and 2005. J.D. Singer and Melvin Small conducted the original data collections.
&lt;br /&gt;&lt;br /&gt;
 
 Citation information:&lt;br /&gt;&lt;br /&gt;In any papers or publications that utilize this data set, users are asked to give the version number and cite the article of record for the data set, as follows: &lt;br /&gt;&lt;br /&gt;
 
 Bibliography Entry: Bayer, Reşat. 2006. “Diplomatic Exchange Data set, v2006.1.” Online: http://correlatesofwar.org &lt;br /&gt;&lt;br /&gt;
DOI: 10.7910/dvn/rywt6c
title: heart failure mechanism study

description: heart failure study metaverse
DOI: 10.7910/dvn/dzburr
title: Replication data for: The Unintended Consequences of Infrastructure Development

description: Review of Economics and Statistics: Forthcoming
description: Volume XX, Issue X
DOI: 10.7910/dvn/k6g3rz
title: Carbapenem resistance Acinetobacter baumannii study

description: CRAB bacteremia
DOI: 10.7910/dvn/y9dbrn
title: Replication Data for: Republicans are More Optimistic about Economic Mobility, But No Less Accurate

description: Data and Stata and R code necessary to replicate the results in the forthcoming Research & Politics article "Republicans are More Optimistic about Economic Mobility, But No Less Accurate"
DOI: 10.7910/dvn/4brad1
title: Replication Data for: 'Earnings Dynamics, Changing Job Skills, and STEM Careers'

description: The data and programs replicate tables and figures from "Earnings Dynamics, Changing Job Skills, and STEM Careers", by Deming and Noray. The files are too large to host on the Harvard Dataverse, and are accessible through this link instead: https://hu.sharepoint.com/:f:/s/HarvardEconomicsDatasets/Eneb6qgo5oVJrJXwPT9aTKIBV8qQQQaUfKGbXEMB2dYSUA?e=9Wv7h0
DOI: 10.7910/dvn/6lclmw
title: Replication Data for: Sorting for K Street: Post-Employment Regulations and Strategic Wage Setting in Congress

description: While post-employment regulations are a common tool to slow the revolving door in government, little is known about their effectiveness and consequences. Using the 2007 Honest Leadership and Open Government Act (HLOGA), I argue that policymakers strategically adjust their behaviors to maintain lucrative career options in the lobbying industry. HLOGA prohibited staffers-turned-lobbyists who earn at least 75% of a Congress member's salary from contacting their ex-employers in Congress for one year. Using data on the complete set of congressional staff (2001-2016), I show that staffers sort below the salary threshold post-HLOGA. Employing various panel data analyses, I also find that selecting out of the regulation increases a staffer's probability to become a lobbyist and ensures a substantial premium in revenues at the beginning of their lobbying career. These results explain why reforms of the revolving door fail and provide insights on institutional determinants of career incentives for non-elected public officials.
DOI: 10.7910/dvn/6m1w9f
title: Replication data for: Inferring Tax Compliance from Pass-through: Evidence from Airbnb Tax Enforcement Agreements

description: Bibler, Andrew J., Teltser, Keith F., and Tremblay, Mark J., (2021) “Inferring Tax Compliance from Pass-Through: Evidence from Airbnb Tax Enforcement Agreements.” Review of Economics and Statistics 103:4, 636–651.
description: Volume XX, Issue X
DOI: 10.7910/dvn/6mi5gg
title: Combined 3 Tesla MRI biomarkers improve the differentiation between benign vs malignant single ring enhancing brain masses

description: conventional and advanced MRI exams raw data of 14 patients affected by metastases, glioblastomas and abscesses.
DOI: 10.7910/dvn/mqe0kx
title: Replication Data for: Taufalele PV, VanderBurgh JA, Munoz A, Zanotelli MR, Reinhart-King CA. "Fiber alignment drives changes in architectural and mechanical features in collagen matrices." Plos One 2019.

description: Dataset includes raw data and analysis scripts used in the above manuscript.
Data files include AFM measurements, Confined Compression measurements, and Confocal Reflectance Images. Analysis scripts include Matlab code for analyzing pore size, equilibrium modulus, anisotropy, and orientation index.
DOI: 10.7910/dvn/muyfkj
title: Replication data for: Multilateral Trade and Militarized Conflict: Centrality, Openness, and Asymmetry in the Global Trade Network

description: Studies of the trade-conflict relationship typically emphasize dyadic over multilateral trade, ignoring the large-scale effects of trade integration. Openness, a common measure of integration, is conceptually problematic and yields inconsistent empirical results. Drawing on the concept of network centrality, I develop a network approach to integration, emphasizing three aspects of multilateral trade: breadth of trade ties, depth of trade ties, and commercial distance between non-partners. I then extend the dyadic logics of the trade-conflict literature to the multilateral level, focusing on (1) theories that predict that trade reduces conflict, either by increasing opportunity costs or by creating signaling mechanisms, and (2) theories that predict that trade, especially when asymmetric, increases the political autonomy of states and thus encourages aggression. Extensive country-year analysis shows that, consistent with the first set of theories, network centrality unilaterally constrains aggression. More central states initiate fewer conflicts, even when their trade ties are highly asymmetric.