cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/olrtxa
title: Replication Data for: Cross-lingual classification of political texts using multilingual sentence embeddings

description: Established approaches to analyze multilingual text corpora require either a duplication of analysts' efforts or high-quality machine translation (MT). In this paper, I argue that multilingual sentence embedding (MSE) is an attractive alternative approach to language-independent text representation. To support this argument, I evaluate MSE for cross-lingual supervised text classification. Specifically, I assess how reliably MSE-based classifiers detect manifesto sentences' topics and positions compared to classifiers trained using bag-of-words representations of machine-translated texts, and how this depends on the amount of training data. These analyses show that when training data is relatively scarce (e.g. 20K or less labeled sentences), MSE-based classifiers can be more reliable and are at least no less reliable than their MT-based counterparts. Further, I examine how reliable MSE-based classifiers label sentences written in languages not in the training data, focusing on the task of discriminating sentences that discuss the issue of immigration from those that do not. This analysis shows that compared to the within-language classification benchmark, such "cross-lingual transfer" tends to result in fewer reliability losses when relying on the MSE instead of the MT approach. This study thus presents an important addition to the cross-lingual text analysis toolkit.
DOI: 10.7910/dvn/qyssva
title: 2020 US Presidential Election Tweet IDs Release 1.3

description: # 2020 US Presidential Election Tweet IDs

The repository contains an ongoing collection of tweets IDs associated with the 2020 United States presidential elections, with our data collection starting on May 20, 2019. We leveraged Twitter’s streaming API to follow specified accounts and also collect in real-time tweets that mention specific keywords. To comply with Twitter’s Terms of Service, we are only publicly releasing the Tweet IDs of the collected Tweets. The data is released for non-commercial research use. We currently have a backlog of historical twitter files that we are working on pre-processing and extracting Tweet IDs from; **we will be releasing both past and future data sets as the data becomes available and as we finish pre-processing the data. Thank you for your patience!** Note that the compressed files must be first uncompressed in order to use included scripts. This dataset is release v1.3 and is not actively maintained -- the actively maintained dataset can be found here: https://github.com/echen102/us-pres-elections-2020. 

This release contains Tweet IDs collected from **3/01/20 - 11/13/20**.

Please refer to the README for more details regarding data, data organization and data usage agreement. This dataset is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License . By using this dataset, you agree to abide by the stipulations in the license, remain in compliance with Twitter’s Terms of Service, and cite the following manuscript: 
Emily Chen, Ashok Deb, Emilio Ferrara. #Election2020: The First Public Twitter Dataset on the 2020 US Presidential Election. Arxiv (2020)
DOI: 10.7910/dvn/s44mj9
title: Project Performance Database February 2018

description: This is the February 2018 version of the Project Performance Database of development (foreign aid) projects which includes project outcome ratings of holistic project performance.
DOI: 10.7910/dvn/z0kyoh
title: A13_24511.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/64582251-9aec-44f5-a868-551b142268a9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/64582251-9aec-44f5-a868-551b142268a9
DOI: 10.7910/dvn/z1wvww
title: Replication Data for: "The Local Influence of Pioneer Investigators on Technology Adoption: Evidence from New Cancer Drugs"

description: Replication Data for: "The Local Influence of Pioneer Investigators on Technology Adoption: Evidence from New Cancer Drugs"
DOI: 10.7910/dvn/gxj6vh
title: Vertical Component of Raw Ambient Seismic Noise Waveform
title: Resampled to 20 Hz

description: This is original waveform of vertical component recorded from 2019-12-07 to 2019-12-27 for the 100 stations. The raw data are divided into one-day segments and resampled to 20 Hz.
description: z component, station 1 - 100, resampled to 20 Hz.
DOI: 10.7910/dvn/njiipr
title: Replication Data for: Participation, Development, and Accountability: A Survey Experiment on Democratic Decision-Making in Kenya

description: These files provide the full dataset and replication code for the tables in the main document and appendix of the article.
DOI: 10.7910/dvn/opkrjq
title: Scorpion Detection

description: This dataset was used to generate the results of a paper submitted for publication.
DOI: 10.7910/dvn/ovtycv
title: A11_19607.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/99dd708f-0b1d-468a-91e3-79ff58f275d8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/99dd708f-0b1d-468a-91e3-79ff58f275d8
DOI: 10.7910/dvn/qauprj
title: The Realization of a Gas Puff Imaging System on the Wendelstein 7-X Stellarator

description: A system for studying the spatio-temporal dynamics of fluctuations in the boundary of the W7-X plasma using the ``Gas-Puff Imaging'' (GPI) technique has been designed, constructed, installed, and operated. This GPI system addresses a number of challenges specific to long-pulse superconducting devices like W7-X, including the long distance between the plasma and the vacuum vessel wall, the long distance between the plasma and diagnostic ports, the range of last closed flux surface (LCFS) locations for different magnetic configurations in W7-X, and management of heat loads on the system's plasma-facing components. The system features a pair of ``converging-diverging'' nozzles for partially collimating the gas puffed locally approximately 110 mm radially outboard of the plasma boundary, a pop-up turning mirror for viewing the gas puff emission from the side (which also acts as a shutter for the re-entrant vacuum window), and a high-throughput optical system that collects visible emission resulting from the interaction between the puffed gas and the plasma and directs it along a water-cooled re-entrant tube directly onto the 8 x 16 pixel detector array of the fast camera. The DEGAS 2 neutrals code was used to simulate the H-alpha (656 nm) and the HeI (587 nm) line emission expected from well-characterized gas-puffs of H2 and He and excited within typical edge plasma profiles in W7-X, thereby predicting line brightnesses used to reduce the risks associated with system sensitivity and placement of the field of view. Operation of GPI on W7-X shows excellent signal to noise ratios (&gt;100 at 2 Mframes/s) over the field of view for minimally perturbing gas puffs. The GPI system provides detailed measurements of the 2-dimensional (radial and poloidal) dynamics of plasma fluctuations in the W7-X edge and scrape-off layer, and in and around the magnetic islands outside the LCFS that make up the island divertor configuration employed on W7-X.
description: PSFC REPORT PSFC/JA-24-5<br><br>This work was supported in part by the US Department of Energy, Fusion Energy Sciences, Award DE-SC0014251. This work has been carried out within the framework of the EUROfusion Consortium, funded by the European Union via the Euratom Research and Training Programme (Grant Agreement No 101052200 — EUROfusion).<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/sejbhr
title: A91_4040a.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/312b568b-9959-660b-5c37-b1313dc13099'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/312b568b-9959-660b-5c37-b1313dc13099
DOI: 10.7910/dvn/shutwu
title: Survey of student learning burden reduction

description: Survey of student learning burden reduction
DOI: 10.7910/dvn/auk377
title: IDESE2013_SAUDE_RS_BRAZIL

description: IDESE - RIO GRANDE DO SUL - SAUDE - 2013
DOI: 10.7910/dvn/d7payh
title: A11_19006.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8a38d639-e6ca-42cb-a01c-1f5fab6f5e2f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8a38d639-e6ca-42cb-a01c-1f5fab6f5e2f
DOI: 10.7910/dvn/mkp7iq
title: Replication Data for: Revisiting The Labor Market Competition Hypothesis In A Comparative Perspective: Does Retirement Affect Opinion About Immigration?

description: Replication Data for: Revisiting The Labor Market Competition Hypothesis In A Comparative Perspective: Does Retirement Affect Opinion About Immigration?
DOI: 10.7910/dvn/rv7fq4
title: EDUCACIÓN COMPARADA, INVESTIGACIÓN EDUCATIVA, METODOLOGÍA Y COMPLEJIDAD. Encuadre crítico-relacional

description: Quien investiga en la educación comparada construye su objeto de estudio desde las opciones epistemológicas, teóricas y metodológicas diversas. Por ende, el objeto de estudio ha determinado cambios en el docente en el recorrido de la enseñanza aprendizaje. En este sentido, el problema se considera coherentemente vinculado con la teoría y la metodología desde la perspectiva específica de quien así la direcciona. Ello determina la inserción de la educación comparada como campo científico, estructurado, complejo y con identidad propia configurado precisamente por los elementos mencionados en la indagación científica. En este sentido, la educación comparada tiene el reto de construir un conocimiento pertinente e integrador.
DOI: 10.7910/dvn/xnzpbr
title: A12_21970.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/328d5d94-c943-4304-9661-7717f9141db2'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/328d5d94-c943-4304-9661-7717f9141db2
DOI: 10.7910/dvn/z5tr2f
title: Surveillance and diagnostics dataset on Sri Lankan cassava mosaic virus (Fam. Geminiviridae) and CMD in Thailand

description: Emergent agricultural pathogens cause severe damage worldwide. Standard surveillance and diagnostic protocols need to be evaluated and implemented at regional level, particularly with diseases caused by a wide range of pathogens that can induce similar symptoms. This dataset provides a description of surveillance and diagnostics data for CMD in Thailand (2019), indicating location of the surveyed fields, presence of visual symptoms, symptom severity and PCR-diagnostic results with two primer sets, both of them targeting the CP region. All samples were collected using a standard protocol as described in the associated manuscript. More information is available upon request.
description: Cassava leaf samples collected in fields from Thailand diagnosed to detect the presence of Sri Lankan cassava mosaic virus, Cassava common mosaic virus and Cassava-torrado like virus
DOI: 10.7910/dvn/eei1qr
title: Instrumental music training relates to intensity assessment but not emotional prosody recognition in Mandarin

description: Here are all the stimuli, procedure, raw data, statistical analyses, and code for this study.
DOI: 10.7910/dvn/mipwe2
title: Replication Data for: Engajamento de stakeholders e seu efeito no desempenho de uma política pública de educação

description: Base de dados da pesquisa intitulada: Engajamento de stakeholders e seu efeito no desempenho de uma política pública de educação
DOI: 10.7910/dvn/nmcobf
title: Replication Data for: "Getting Rich Too Fast? Voters' Reactions to Politicians' Wealth Accumulation"

description: This archive contains replication data and code for "Getting Rich Too Fast? Voters' Reactions to Politicians' Wealth Accumulation."
DOI: 10.7910/dvn/qrd1gh
title: Hydrogen sulphide sensitivity and tolerance in genetically distinct lineages of a selfing mangrove fish (Kryptolebias marmoratus)

description: Mangroves are critical marine habitats. High hydrogen sulphide (H2S) is a feature of these important ecosystems and its toxicity creates a challenge for mangrove inhabitants. The mangrove rivulus (Kryptolebias marmoratus) is a selfing, hermaphroditic, amphibious fish that can survive exposure to 1116 uM H2S in the wild. These fish rely on cutaneous respiration for gas and ion exchange when emerged. We hypothesized that the skin surface is fundamentally important in H2S tolerance in these mangrove fish by limiting H2S permeability. To test our hypothesis, we first disrupted the skin-surface in one isogenic lineage and measured H2S tolerance and sensitivity. We increased water H2S concentration until emersion as a measure of the ability to sense and react to H2S, which we refer to as sensitivity. We then determined H2S tolerance by preventing emersion and increasing H2S until loss of equilibrium (LOE). The H2S concentration at emersion and LOE were significantly affected by disrupting the skin surface, providing support for our hypothesis that the skin is involved in limiting H2S permeability. Capitalizing on their unique reproductive strategy, we used three distinct isogenic lineages to test the hypothesis that there would be genetic differences in H2S sensitivity and tolerance. We found significant differences in emersion concentration only among lineages, suggesting a genetic component to H2S sensitivity but not tolerance. Our study also demonstrated that external skin modifications and avoidance behaviours are two distinct strategies used to tolerate ecologically relevant H2S concentrations and likely facilitate survival in challenging mangrove habitats.
DOI: 10.7910/dvn/shokw3
title: Replication Data for: "Socio-ecological predictors of mental health outcomes among healthcare workers during the COVID-19 pandemic in the United States"

description: The data file includes socio-ecological factors and mental health outcomes for a survey study of healthcare workers' mental health during the COVID-19 pandemic.
DOI: 10.7910/dvn/xq2omf
title: InovAgro Impact Evaluation Endline Survey, 2019

description: This dataset presents data collected for the &lt;b&gt;endline&lt;/b&gt; survey that is the third 
round of a three-part study performed by the International Food Policy Research Institute (IFPRI). The data collection effort is part of the impact evaluation of Phase II of the Innovation for Agribusiness (INOVAGRO II) intervention in northern Mozambique. INOVAGRO II is a development program intended to decrease rural poverty by improving the connectedness of farmers to market systems.
&lt;/p&gt;The survey started in 2015 (Baseline survey), a follow-up was conducted in 2017 (Midline survey), and the last round (Endline survey) was conducted in 2019. The objective of the study is to better understand the linkages between small producers and the market in selected areas in Mozambique.
&lt;/p&gt;The treatment unit of this evaluation is the community (comunidade) level. Communities are administrative units within localities (localidades), which in turn are administrative units inside administrative posts (posto administrativos)—the largest units on a district level. Initially the International Food Policy Research Institute (IFPRI), SDC, and the implementing agency Development Alternatives Inc. (DAI) agreed that a randomized controlled trial (RCT) (or experimental) approach would be used in the impact evaluation, and the research proposal was designed based on this approach. Shortly before conducting the baseline survey, however, it was determined that the experimental design, in which the treatment and control areas are selected randomly, was not feasible due to the following factors: (1) ethical issues were involved with the exclusion of subjects for a control group; (2) the MSD (systemic) approach adopted by InovAgro project made strict exclusion criteria impossible (it was hard to contain treatment activities from spilling over into control group areas); and (3) the adaptive nature of the MSD approach (which is highly responsive to supply and demand forces) made it difficult to randomize treatment (exposure to the program).
&lt;/p&gt;Instead, the implementing agency selected four communities in each district where InovAgro’s intervention would be carried out. All selected treatment communities were located in the same administrative post within each district. The control communities were selected from comparable localities in a different administrative post from where the treatment communities are located. We chose a different administrative post for the control communities to limit spillovers effects. The household listing exercise in both treatment and control areas secured information about the households regarding age and gender of household head and their soybean and/or pigeon pea production. This listing information was used to select the final set of control communities based on the extent of soybean and/or pigeon pea cultivation. The final sample is drawn from 16 communities in four administrative posts in two districts.
description: Household- and Community-level Surveys
description: STATA, 16
DOI: 10.7910/dvn/at3dy
title: Passed Acts; St. 1855, c.489, SC1/series 229, Petition of Nathaniel Dunham

description: &lt;p&gt;Petition subject: Fugitive slave laws &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10670484"&gt;http://nrs.harvard.edu/urn-3:FHCL:10670484&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Milford &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Nathaniel Smith, Natick; committee on federal relations &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Nathaniel Dunham&lt;/li&gt;&lt;li&gt;George Bailey&lt;/li&gt;&lt;li&gt;Charles C. Johnson&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1855-02-17,1855-02-19 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 17, 1855 and referred to the committee on federal relations and received in the Senate on February 19, 1855 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 78 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 78 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, legal voters, ["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: additional documents available &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1855, c.489, passed May 21, 1855 &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/jv2nu9
title: Wright Casebook Edited; Docketed Case: 20,087
DOI: 10.7910/dvn/nigy99
title: Executive Agreements Database, Statement Concerning the Development Objective Agreement with Liberia For Better Educated Liberians, with Annexes Signed September 29, 2012 Entered Into Force September 29, 2012

description: KAV 9637

cover memo
DOI: 10.7910/dvn/njkkd9
title: Replication Data for: Towards a Shared Understanding of Sustainability for NTD Programs

description: This dataset contains responses from a survey of Neglected Tropical Disease (NTD) program experts regarding their perspectives on the concept of NTD program sustainability.
DOI: 10.7910/dvn/ox4mge
title: A08_16800.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/73b5354d-70ae-079e-5063-b2e52dd94aa7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/73b5354d-70ae-079e-5063-b2e52dd94aa7
DOI: 10.7910/dvn/sgvpcn
title: Benin (2007): Determinants de l'utilisation systematique du condom chez les Travailleuses de sexe de 15-29 ans avec les partenaires non payants au Benin. Premier passage.

description: En 2007, PSI/Benin a initie la presente etude aupres des Travailleuses de Sexe (TS) agees de 15-29 ans et exercant leur activite dans les zones d'intervention des projets IMPACT (USAID) et de la KfW au Benin. Cette etude de base vise a bien connaitre cette cible afin de bien oreinter les activites programmatiques. au niveau de chaque site echantillon, avec l'aide d'un guide, l'agent enequeteur a identifie les eligibles, puis realise les interviews. La strategie avec les TS clandestines a consiste a visiter les nuits les buvettes, bars, etc. frequentes par les TS. L'enqueteur ici s'est comporte d'abord comme un potentiel client et puis a negocie l'entretein. Un questionnaire de sept sections est le principal outil de collecte, et les donnees ont ete analysees a l'aide des techniques d'analyse univariee et bivariee.
DOI: 10.7910/dvn/dmt0pg
title: Invariant Action Recognition Dataset

description: To study the effect of changes in view and actor on action recognition, we filmed a dataset of five actors performing five different actions (drink, eat, jump, run and walk) on a treadmill from five different views (0, 45, 90, 135, and 180 degrees from the front of the actor/treadmill; the treadmill rather than the camera was rotated in place to acquire from different viewpoints). The dataset was filmed on a fixed, constant background. To avoid low-level object/action confounds (e.g. the action “drink” being classified as the only videos with water bottle in the scene) and guarantee that the main sources of variation of visual appearance are due to actions, actors and viewpoint, the actors held the same objects (an apple and a water bottle) in each video, regardless of the action they performed. This controlled design allows us to test hypotheses on the computational mechanisms underlying invariant recognition in the human visual system without having to settle for a synthetic dataset.
DOI: 10.7910/dvn/lz6t44
title: Dados de Fitotoxicidade por Glyphosate em Eleusine Indica

description: Dados de fitotoxicidade por glyphosate em capim pé-de-galinha (Eleusine indica (L.) Gaertn (ELEIN)), em 3 tempos de avaliação (7, 14 e 21 dias após a aplicação (DAA)) em função de doses relativas (tratamentos) à dose de bula recomendada para o controle da espécie daninha (1.440 g e.a.ha-1). Variáveis avaliadas: Fitotoxicidade visual (%), temperatura foliar (°C), mediana de matiz de imagens de capim pé-de-galinha (°).
DOI: 10.7910/dvn/egoocl
title: Lunar polar maps derived from Diviner temperatures organized by subsolar and ecliptic longitude

description: Lunar polar maps relevant for volatile stability and based on LRO Diviner temperature measurements organized by subsolar and ecliptic longitude.
DOI: 10.7910/dvn/h07mtr
title: Replication Data for Observational Study on the Variability of Mixed Layer Depth in the Bering Sea and the Chukchi Sea in the Summer of 2019

description: The Mixed Layer Depth are estimated from 58 temperature and density profiles in the Bering Sea and Chukchi Sea. The temperature and salinity profiles was obtained using the SBE 911 Plus CTD. The ocean current velocity near the Aleutian Islands is also presented to explore the effect of the eddy to the Mixed Layer Depth.
DOI: 10.7910/dvn/k5xtlh
title: Replication data for: Relying on the Ground Game: The Placement and Effects of Campaign Field Offices

description: Replication data for "Relying on the Ground Game: The Placement and Effects of Campaign Field Offices"