cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/gw35ak
title: Corpus of Australian and New Zealand Spoken English

description: The Corpus of Australian and New Zealand Spoken English (CoANZSE) is a 196-million-word corpus of geolocated automatic speech recognition (ASR) YouTube transcripts from local government channels in Australia and New Zealand, created for the study of lexical, grammatical, and discourse-pragmatic phenomena of spoken language, as well as for content and language analysis in digital humanities and social science fields. Annotation includes individual word timings and video IDs of transcripts, making it easy to instantly view the video(s) for any given search. The corpus was created from 55,896 ASR transcripts from 472 YouTube channels, corresponding to almost 24,007 hours of video. The size of the corpus is 195,583,873 tokens. The channels sampled in the corpus are associated with local government entities such as local, city, county, district, and regional councils, and transcripts are from a range of video types. Recordings of public meetings are well-represented. 

Related resources are the &lt;a href="https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/X8QJJV" target="_blank"&gt;Corpus of North American Spoken English&lt;/a&gt; and the &lt;a href="https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/UGIIWD" target="blank_"&gt;Corpus of British Isles Spoken English&lt;/a&gt;.

A searchable online version of this data is available at &lt;a href="https://coanzse.org" target="_blank"&gt;coanzse.org&lt;/a&gt;. The resource also includes audio and forced alignments.
description: The untagged corpus is contained in the file coanzse_tokens_distributable_02072023.csv.gz. The PoS-tagged corpus with word timings is coanzse_textpos_distributable_02072023.csv.gz. The separator for both files is the pipe character "|". The files have the columns 'country', 'state', 'council_name', 'channel_title', 'channel_url', 'video_title', 'video_id', 'upload_date', 'video_length', 'location','nr_words','text_pos' (or 'text', in the untagged version), and 'latlong'. Each row corresponds to an individual transcript. In order to comply with Fair Use provisions of US copyright law, the original ASR transcript files from YouTube have been transformed in this version of the corpus: Every 200 words, ten words have been replaced with "@". In the PoS-tagged and word-timed corpus, these tokens have the form @_XX_1.0. See also https://cc.oulu.fi/~scoats/CoANZSE.html
DOI: 10.7910/dvn/kbwadw
title: Replication Data for: Cabinet Reshuffles and Prime-Ministerial Performance in Central and Eastern Europe

description: Prime Ministers (PMs) significantly contribute to making parliamentary democracy work, but cabinet re-shuffles can undermine the PM’s ability to perform successfully. New ministers may have less policy ex-pertise, intensify intra-cabinet struggles and hamper the control of government bureaucracy. This article explores the relationship between cabinet reshuffles and prime-ministerial performance in the new democracies of Central and Eastern Europe (CEE). Building on a dataset covering 131 cabinets in eleven CEE countries between 1990 and 2018, we find that frequent cabinet reshuffles decrease prime-ministerial performance. In particular, the reshuffling of ministers belonging to other coalition parties than the PM’s unfolds a strong negative effect on prime-ministerial performance, while reshuffles in core portfolios and turnover of ministers from the PM party have less negative consequences. These results have important implications for understanding executive politics and government stability in the dynamic environments of CEE democracies and beyond.
DOI: 10.7910/dvn/pwoy48
title: Formative feedback from the first-person perspective using Google Glass in a family medicine objective structured clinical examination station in the United States

description: During a 3-year period between 2014 and 2017, third-year students enrolled in a family medicine clerkship participated in a Google Glass station during a summative clinical examination. At this station, standardized patients wore Google Glass to record an encounter focused on communication and empathy skills ‘through the patient’s eyes.’ Students completed an online survey using a 4-point Likert scale about their perspectives on Google Glass as a feedback tool (N=255).
DOI: 10.7910/dvn/26916
title: A Baseline Study of Autonomous Adaptation Against Drought Among Indonesian Rice Farmers, CURE

description: This study in general aims to look at the impacts of drought on rice production, assess risk/vulnerability, and determine adaptation strategies of rice farming households for better targeting of planned adaptation strategies. The emphasis would be on the possibility of rice varietal introduction as a planned adaptive strategy. It is guided by the following research questions: 1. Is drought a hazard farmer's face in the study areas? 2. What are the possible impacts of drought in the selected study areas? 3. What factors determine household choice of adaptive and coping mechanisms during drought episodes? 4. How is household vulnerability to drought impacts using the concept of Vulnerability to Expected Poverty (VEP) measured? 5. What household characteristics (or types) are most vulnerable to drought impacts? Special reference will be made to gender related issues or aspects. 6. Does adaptive or coping mechanisms including social networks and the level of social capital, reduce the vulnerability of rice farming households?
description: Subject: Number of Repondents Type: Sample Size Notes: 280;
DOI: 10.7910/dvn/27475
title: Replication data for: Does Economic Inequality Depress Electoral Participation? Testing the Schattschneider Hypothesis

description: Replication materials for "Does Economic Inequality Depress Electoral Participation?"
DOI: 10.7910/dvn/bu4pn6
title: Replication Data for: "Índice de Sustentabilidade Financeira Municipal (ISFM): Alternativa à Frágil Caracterização Proposta na PEC do Pacto Federativo Brasileiro"

description: Data from the article "Índice de Sustentabilidade Financeira Municipal (ISFM): Alternativa à Frágil Caracterização Proposta na PEC do Pacto Federativo Brasileiro", by Oliveira and Oliveira, published in Revista DADOS, v. 68, n. 1 de 2025
description: O propósito do presente artigo é propor uma metodologia para caracterização da (In)Sustentabilidade Financeira de municípios brasileiros − materializada por meio do Índice de Sustentabilidade Financeira Municipal (ISFM) − em contraponto à metodologia sugerida pela Proposta de Emenda à Constituição (PEC) no 188, que traz como pauta a incorporação de pequenos municípios considerados insustentáveis. Como métodos utilizou-se pesquisa quantitativa, aplicada, descritiva e explicativa, do tipo bibliográfica e documental, além de estatística descritiva e correlação/regressão linear. Os resultados demonstram que o ISFM possui maior robustez comparado à metodologia proposta pela PEC. O Índice foi aplicado aos 5.570 municípios brasileiros e a média nacional resultou em 56%. A maior parcela dos municípios brasileiros se classificou como “Sustentável” e as análises estatísticas demonstraram, significativamente, a existência de correlação positiva entre as variáveis ISFM e Desenvolvimento Local. As contribuições do trabalho se voltam para a produção de pesquisa sobre a temática, ainda incipiente nacionalmente
DOI: 10.7910/dvn/vmmmcl
title: Replication Data for: Citizenship and education trajectories among children of immigrants: A transition-oriented sequence analysis

description: During recent decades, the educational outcomes of the children of immigrants have been extensively studied, with a growing emphasis on the heterogeneity of the so-called second generation. Yet, the impact of host country citizenship on children's educational outcomes has only received limited attention so far, although children of immigrants do not get automatic birthright citizenship in most European countries. Focusing on the Netherlands, this paper compares educational trajectories among citizen and non-citizen children of immigrants. Register data and sequence analysis are used to map and cluster the trajectories of a full cohort of second-generation students from the start of secondary school. We apply a variant of optimal matching focusing on sequences of transitions, which enables us to uncover different patterns of (im)mobility within a stratified school system better than the standard approach. Multinomial logistic regressions show that students who acquire Dutch citizenship are significantly more likely to follow upward trajectories, taking advantage of the system's flexibility and “back doors”. Conversely, not having Dutch citizenship is associated with a higher risk of dropout and school interruptions. These findings are in line with our theoretical expectation that, during the naturalisation process, parents acquire or further develop important resources for navigating a complex educational system such as the Dutch one.
DOI: 10.7910/dvn/9aclol
title: Replication Data for: Student’s Understanding of “Innovation in Crisis Management” for Business: Empirical Evidence from Bangladesh

description: This dataset was collected for a research article titled " Student’s Understanding of “Innovation in Crisis Management” for Business: Empirical Evidence from Bangladesh " from four universities of Bangladesh
DOI: 10.7910/dvn/2vupkt
title: Coronavirus Pandemic through Similes

description: The dataset is represented by three excel files encompassing the data collected from Coronavirus corpus.
DOI: 10.7910/dvn/bt1m8r
title: Code and data for computing a link diagram from its exterior

description: Code and data to accompany the paper of the same name.
DOI: 10.7910/dvn/kd67at
title: Replication Data for: Dynamic Forecasting of Banking Crises with a Qual VAR

description: Replication data
DOI: 10.7910/dvn/vahajb
title: FULL DATA SET ON SOCIAL ENTREPRENEURSHIP AND NETWORKING COMPETENCE

description: This is the full data set of what was published on the 25th of September, 2018
DOI: 10.7910/dvn/w7d0e3
title: A98_9639.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/46e196bc-5e2c-41ce-bf0f-b495c3b200f7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/46e196bc-5e2c-41ce-bf0f-b495c3b200f7
DOI: 10.7910/dvn/27487
title: Germplasm Collection Gaps and Species Richness of Wild Relatives of Important Root, Tuber and Banana Crops.

description: The wild relatives of crops represent a major source of valuable traits for crop improvement. These resources are threatened by habitat destruction, land use changes, and other factors, requiring their urgent collection and long-term availability for research and breeding from ex situ collections. We propose a method to identify gaps in ex situ collections (i.e. gap analysis) of crop wild relatives as a means to guide efficient and effective collecting activities.
DOI: 10.7910/dvn/2pcyi6
title: Replication data for: Empirical Decomposition of the IV–OLS Gap with Heterogeneous and Nonlinear Effects

description: Ishimaru, Shoya, (2024) “Empirical Decomposition of the IV-OLS Gap with Heterogeneous and Nonlinear Effects.” Review of Economics and Statistics 106:2, 505–520.
description: Volume XX, Issue X
DOI: 10.7910/dvn/civcpb
title: Global pigs distribution in 2015 (5 minutes of arc)

description: This dataset contains the global distribution of pigs in 2015 expressed in total number of pigs per pixel (5 min of arc) according to the Gridded Livestock of the World database (v4). Please see the 1_Pg_2015_Metadata.html file for more information about this dataset and the set of included files. The processing was carried out at 0.0083333 (approx. 1 km at the equator) and aggregated at 0.083333 (approx. 10 km at the equator) for distribution to account for the very high heterogeneity in the average spatial resolution of the input data.
DOI: 10.7910/dvn/vj3z6q
title: British Slaveholders in Brazil Census, 1848-1849

description: The British Slaveholders in Brazil Census (BSBC) dataset contains information collated from an official survey of British slaveholding interests in mid-nineteenth-century Brazil. Commissioned by then-Foreign Secretary Lord Palmerston in 1848, the BSBC provides details of 174 British individuals, groups of individuals, and enterprises, responsible for the enslavement of an estimated 3442 Africans and their descendants in Brazil. As one of two comparable surveys of British slaveholding in foreign territories, the BSBC is a unique snapshot of the continued British involvement in global slavery beyond the Abolition Act of 1833.
description: The National Archives of the UK (TNA)
DOI: 10.7910/dvn/chr8yy
title: La motivación del alumnado en el módulo de Formación y Orientación Laboral

description: Estudio realizado durante el curso 2023/2024 con alumnos del módulo de Formación y Orientación Laboral, enfocado en su motivación respecto a los contenidos, la metodología y los instrumentos de evaluación empleados en el módulo.
DOI: 10.7910/dvn/vloqkj
title: Code and sample data for 'Collective decision making in disinformation infused climates. Two Romanian cases compared'

description: This dataset contains the code and sample data for 'Collective decision making in disinformation infused climates. Two Romanian cases compared'.

In the code file, all information relevant for downloading the set of data from CrowdTangle are provided, to support replication while following the conditions of Meta, Inc.
DOI: 10.7910/dvn/26937
title: Replication data for: Administrative Unit Prolifiration

description: This dataset and dofile replicate the empirical findings reported in Grossman, Guy and Janet I. Lewis. 2014. "ÂÂAdministrative Unit Proliferation." American Political Science Review, 108(1): 196-207.
DOI: 10.7910/dvn/27113
title: Replication data for: Social Protest and Policy Attitudes: The Case of the 2006 Immigrant Rallies

description: Do protests sway public opinion? If so, why and how? To address these questions we examine the impact of the 2006 immigration protests on immigration policy preferences. We use the 2006 Latino National Survey coupled with protest data to examine if temporal and spatial exposure to the protests are associated with policy preferences. Our findings lend evidence that protest activity influences Latinos' immigration policy preferences. However, the findings suggest the effect of protest on immigration policy preferences is not uniform across the population, but rather contingent on generational status and the intensity of protest activity at the local level.
description: Version Date: 2014Version Text: Second
DOI: 10.7910/dvn/27259
title: Next-generation sequencing of multiplexed transposon libraries constructed via phage-based transposition in Staphylococcus aureus

description: Illumina sequencing data from Santiago et al.
DOI: 10.7910/dvn/hyz5xz
title: hou00084c00044

description: Still, William, 1821-1902. 1 letter; 1865., 1865.
description: URN-3:FHCL.HOUGH:101211924
DOI: 10.7910/dvn/2oxwta
title: Replication Data for: Factors associated with breast lesions among women attending select teaching and referral health facilities in Kenya: a cross-sectional study

description: Data files (Questionnaire, Dataset and Stata code) accompanying the article: "Factors associated with breast lesions among women attending select teaching and referral health facilities in Kenya: a cross-sectional study"
DOI: 10.7910/dvn/2qb6xw
title: Relating Credibility to Writing Style, Emotion, and Scope of Spread of Disinformation

description: Despite the current flourish misinformation studies, only few of them focus on the context of Chinese-speaking world. This study focuses on Taiwan, a country suffering from disinformation attack, and examines several factors in regard to the credibility of messages and finds that not the source itself, but the political orientation, scope of spread, rational quality, and emotional quality are what matter most. This indicates that when countering disinformation, regulations such as the FARA (Foreign Agent Registration Act) that emphasize transparency may have little impact since the source is not the main variable in terms of credibility. Instead, we suggest that fact-checkers, journalists, and authorities be made aware of false information that seem to be rational. This kind of message is more harmful than other kinds especially when the information stirs up negative feelings and circulates in small echo chambers.
DOI: 10.7910/dvn/hupc5l
title: A94_6535.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7b9de109-7503-6051-1a34-3631b2f554d5'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7b9de109-7503-6051-1a34-3631b2f554d5
DOI: 10.7910/dvn/hw6uqi
title: Replication Data for: "What Types of Political Regimes Subsidize Fuel Consumption?"

description: Replication data and code for this project
DOI: 10.7910/dvn/hydcm3
title: 3 months old naive C57bl/6 optic nerve

description: 3 months old naive C57bl/6 optic nerves, unmyelinated region. Second (of 3) optic nerves in this age group.
DOI: 10.7910/dvn/hysw45
title: LF82 genes cloned

description: FASTA files containing the genes cloned for the expression library
DOI: 10.7910/dvn/px4ei3
title: A10_18250.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/306db84f-ec40-4d56-99e7-8fbcfdcc027d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/306db84f-ec40-4d56-99e7-8fbcfdcc027d
DOI: 10.7910/dvn/vxlrbt
title: Dates of U.S. Municipal Incorporation

description: This dataset contains data files and code used to produce a dataset that contains year of incorporation for all U.S. municipalities. Year of incorporation ranges from 1484-2018.
DOI: 10.7910/dvn/wawzwz
title: US House Election Results 1840-1974

description: The data file `US House Election Results 1840-1974` contains district-level returns for elections to the U.S. House of Representatives from 1840 to 1974. This file is in a tab-delimited text format and is organized by candidate, with each line containing the election year, district information (state, district number, and number of representatives elected), and candidate information (the candidate's name and party as well as the number of votes received.)
DOI: 10.7910/dvn/xatbxx
title: Per-emb-40

description: VLA Ka-band data for Per-emb-40
DOI: 10.7910/dvn/27490
title: Replication data for: Threats to cassava production: known and potential geographic distribution of four key biotic constraints

description: The potential distribution map of the Cassava Greenmite is the result of a weighted overlay combination of several ecological models and a set of environmental variables. Models used were Environmental Distance, Genetic Alrgorithm for Rule-set Production and Support vector Machines
. Environmental variables include: Bioclim dataset, number of consecutive dry months, aridity index, potential evapotranspiration and altitude. The potential distribution map of whitefly (Bemisa tabacci) provides a global potential distribution in order to know the places where this species has habitat suitability. The potential distribution map is the result of weighted overlay combination of several ecological models and a set of environmental variables.
DOI: 10.7910/dvn/g0hjlv
title: Replication Code: The Role of Education and Attitudes in Cooking Fuel Choice: Evidence from two states in India

description: &lt;b&gt; Summary: &lt;/b&gt; This code supports the analysis and production of tables, and figures for the manuscript. The data that support the analysis were supplied to the authors directly by the Clean Cooking Alliance. Data can be made available upon reasonable request. This archive contains only code.

&lt;br&gt;
&lt;br&gt;

&lt;b&gt; Instructions: &lt;/b&gt; First, download all codes and place them in the same folder. The code is broken up into several scripts. The main code itself draws on other code files. Therefore, one does not have to run the entire code but rather can run snippets as desired. However, code "1_" must be run before any other analyses as it creates necessary variables and data subsets. The rest of the codes, labeled descriptively, are as follows:

&lt;br&gt;
&lt;br&gt;

&lt;b&gt; Contents: &lt;/b&gt;

0) Main code that draws on the other codes.&lt;br&gt;

1) Processing: Creates variables and subsets.&lt;br&gt;

2) Makes descriptive tables.&lt;br&gt;

3) Makes descriptive figures.&lt;br&gt;

4) Makes maps.&lt;br&gt;

5) Runs main regressions and produces relevant figures.&lt;br&gt;

6) Runs supporting regressions and produces relevant figures.

&lt;br&gt;
&lt;br&gt;

&lt;b&gt; Citation: &lt;/b&gt; Gould, Carlos F., Urpelainen, Johannes, 2019, "Replication Code: The Role of Education and Attitudes in Cooking Fuel Choice: Evidence from two states in India", https://doi.org/10.7910/DVN/G0HJLV, Harvard Dataverse, V1
DOI: 10.7910/dvn/27557
title: 2014 Global Hunger Index Data

description: &lt;p&gt;The Global Hunger Index (GHI) is a tool designed to comprehensively measure and track hunger globally and by region and country. Calculated each year by the International Food Policy Research Institute (IFPRI), the GHI highlights successes and failures in hunger reduction and provide insights into the drivers of hunger, and food and nutrition security. The 2014 GHI has been calculated for 120 countries for which data on the three component indicators are available and for which measuring hung
er is considered most relevant. The GHI calculation excludes some higher income countries because the prevalence of hunger there is very low.
&lt;/p&gt; &lt;p&gt; The GHI is only as current as the data for its three component indicators. This year's GHI reflects the most recent available country level data for the three component indicators spanning the period 2009 to 2013. Besides the most recent GHI scores, this dataset also contains the GHI scores for four other reference periods- 1990, 1995, 2000, and 2005. A country's GHI score is calculated by averaging the percentage of the population that is undernourished, the percentage of children youn
ger than five years old who are underweight, and the percentage of children dying before the age of five. This calculation results in a 100 point scale on which zero is the best score (no hunger) and 100 the worst, although neither of these extremes is reached in practice. The three component indicators used to calculate the GHI scores draw upon data from the following sources:
&lt;/p&gt; &lt;p&gt;&lt;b&gt;1. Undernourishment:&lt;/b&gt; Updated data from the Food and Agriculture Organization of the United Nations (FAO) were used for the 1990, 1995, 2000, 2005, and 2014GHI scores. Undernourishment data for the 2014 GHI are for 2011-2013. &lt;/p&gt; &lt;p&gt;&lt;b&gt;2. Child underweight:&lt;/b&gt; The "child underweight" component indicator of the GHI scores includes the latest additions to the World Health Organization's (WHO) Global Database on Child Growth and Malnutrition, and additional data from the joint data
base by the United Nations Children's Fund (UNICEF), WHO and the World Bank; the most recent Demographic and Health Survey (DHS) and Multiple Indicator Cluster Survey reports; and statistical tables from UNICEF. For the 2014 GHI, data on child underweight are for the latest year for which data are available in the period 2009-2014.
&lt;/p&gt; &lt;p&gt;&lt;b&gt;3. Child mortality: &lt;/b&gt;Updated data from the UN Inter-agency Group for Child Mortality Estimation were used for the 1990, 1995, 2000, and 2005, and 2014 GHI scores. For the 2014 GHI, data on child mortality are for 2012. &lt;/p&gt; 
&lt;p&gt;&lt;b&gt;&lt;u&gt;Resources related to 2014 Global Hunger Index &lt;/u&gt;&lt;/b&gt;&lt;/p&gt;
description: Country Level Data