cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yg5pdc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenodermichthys copei (Gill, 1884)",
 "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 ((54.1341 -16.2111,54.4917 -16.3924,54.8913 -16.2339,54.9312 -16.1504,54.1138 -16.1504,54.1341 -16.2111))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010551-250525065834625/datasets/export for details.
DOI: 10.15468/dl.uz2n8p
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Herculia pelasgalis"
 ]
}

 The dataset includes 565 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025248-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fwghvkg5hz.1
title: Sima, Halda_Brno dataset

description: Lichen diversity in Brno, independent variables
DOI: 10.57701/suf.rtbn.2010.1-0
title: Versichertenrentenbestand 2010
title: SUF
title: RTBN

description: Scientific Use File Versichertenrentenbestand (SUF.RTBN):Grundlage des Querschnittsdatensatzes SUF.RTBN ist die Rentenbestandsstatistik (§ 7 RSVwV, SK90), die alle Rentenbestandsfälle zum Dezember des Berichtsjahres umfasst. Die Grundgesamtheit des SUF.RTBN bilden Alters- und Erwerbsminderungsrenten sowie reine Kindererziehungsleistungen. Die Größe der Zufallsstichprobe beträgt 1 Prozent. Berichtet wird neben demographischen Angaben über wichtige rentenrechtliche Sachverhalte wie beispielsweise Rentenhöhe, Komponenten des Rentenzahlbetrages, Entgeltpunkte sowie angerechnete versicherungsrechtliche Zeiten.
DOI: 10.17632/dch87bsdjx
title: Data_extraction-RQ5_RQ6_RQ7_RQ9_RQ10_RQ11_RQ12_RQ13-SLR-Reliability_AWAETs

description: Data extraction for qualitative analysis of research questions (RQs) RQ5, Q6, RQ7, RQ9, RQ10, RQ11, RQ12 and RQ13. The data is extracted from the content table of the study ASSESING THE RELIABILITY OF AUTOMATED WEB ACCESSIBILITY EVALUATIONS: A SYSTEMATIC LITERATURE REVIEW
DOI: 10.17632/dch87bsdjx.1
title: Data_extraction-RQ5_RQ6_RQ7_RQ9_RQ10_RQ11_RQ12_RQ13-SLR-Reliability_AWAETs

description: Data extraction for qualitative analysis of research questions (RQs) RQ5, Q6, RQ7, RQ9, RQ10, RQ11, RQ12 and RQ13. The data is extracted from the content table of the study ASSESING THE RELIABILITY OF AUTOMATED WEB ACCESSIBILITY EVALUATIONS: A SYSTEMATIC LITERATURE REVIEW
DOI: 10.17632/8ny9jbyfzy
title: Data_extraction-RQ1_RQ2_RQ3_RQ4_RQ8_RQ12_RQ13-SLR_Reliability_AWAETs

description: Data extraction for RQ1, RQ2, RQ3, RQ4, RQ8, RQ12, RQ13 of study ASSESING THE RELIABILITY OF AUTOMATED WEB ACCESSIBILITY EVALUATIONS: A SYSTEMATIC LITERATURE REVIEW. The data is used in qualitative analysis for research questions (RQs). The data is extracted from the content table of the SLR.
DOI: 10.17632/8ny9jbyfzy.1
title: Data_extraction-RQ1_RQ2_RQ3_RQ4_RQ8_RQ12_RQ13-SLR_Reliability_AWAETs

description: Data extraction for RQ1, RQ2, RQ3, RQ4, RQ8, RQ12, RQ13 of study ASSESING THE RELIABILITY OF AUTOMATED WEB ACCESSIBILITY EVALUATIONS: A SYSTEMATIC LITERATURE REVIEW. The data is used in qualitative analysis for research questions (RQs). The data is extracted from the content table of the SLR.
DOI: 10.7910/dvn/typyxd
title: Replication Data for: The Multi-country PROMOTE HIV Antiretroviral Treatment Observational Cohort in Sub-Saharan Africa: Objectives, Design, and Baseline Findings

description: Data sharing for the manuscript "The Multi-country PROMOTE HIV Antiretroviral Treatment Observational Cohort in Sub-Saharan Africa: Objectives, Design, and Baseline Findings"
DOI: 10.17632/ct5vrc4k2t
title: Multi-channel Wireless EEG Recordings of Young Adults for Depression Screening based on PHQ-9

description: The EEG was recorded using a wireless EMOTIV EPOC+ headset (with 14 channels and a sampling rate of 128 Hz) from 31 young adults (aged between 18 and 25 years, 15 male and 16 female). Before EEG acquisition, after taking participant consent, a self-reported survey following the PHQ-9 questionnaire was filled out by the participants to find the ground truth for screening depression. There were 18 participants found to have PHQ-9 scores more than or equal to 20 classified as Depressed subjects (labelled as DSub1-DSub18), while 13 participants had PHQ-9 scores less than or equal to 4 classified as Depression Control subjects (labelled as DCSub1-DSub13). Each recording was 5 minutes long for each participant. The 14 EEG channels are placed according to the International 10-20 electrode montage system: eight frontal electrodes (AF3, F3, F7, FC5, AF4, F4, F8 and FC6), two temporal electrodes (T7 and T8), two parietal electrodes (P7 and P8), two occipital electrodes (O1 and O2), and two reference channels (P3 and P4). The dataset has .mat file extension (can be opened by MATLAB software). Each file has a data size of 38,400 x 14, where each column denotes channel number and each row denotes sample number. Since each recording is 5 minutes long (300 seconds), each channel has 38,400 samples, which is equivalent to 300 seconds (sampling rate of 128 Hz). 

The ethical approval through the Institutional Review Board (IRB) of the Independent University, Bangladesh (IUB) was taken prior to the experiment. All the participants were students of IUB, whose EEG recordings were conducted at the Biomedical Instrumentation and Signal Processing Lab (BISPL) of the Department of Electrical and Electronic Engineering (EEE), IUB.
DOI: 10.17632/ct5vrc4k2t.1
title: Multi-channel Wireless EEG Recordings of Young Adults for Depression Screening based on PHQ-9

description: The EEG was recorded using a wireless EMOTIV EPOC+ headset (with 14 channels and a sampling rate of 128 Hz) from 31 young adults (aged between 18 and 25 years, 15 male and 16 female). Before EEG acquisition, after taking participant consent, a self-reported survey following the PHQ-9 questionnaire was filled out by the participants to find the ground truth for screening depression. There were 18 participants found to have PHQ-9 scores more than or equal to 20 classified as Depressed subjects (labelled as DSub1-DSub18), while 13 participants had PHQ-9 scores less than or equal to 4 classified as Depression Control subjects (labelled as DCSub1-DSub13). Each recording was 5 minutes long for each participant. The 14 EEG channels are placed according to the International 10-20 electrode montage system: eight frontal electrodes (AF3, F3, F7, FC5, AF4, F4, F8 and FC6), two temporal electrodes (T7 and T8), two parietal electrodes (P7 and P8), two occipital electrodes (O1 and O2), and two reference channels (P3 and P4). The dataset has .mat file extension (can be opened by MATLAB software). Each file has a data size of 38,400 x 14, where each column denotes channel number and each row denotes sample number. Since each recording is 5 minutes long (300 seconds), each channel has 38,400 samples, which is equivalent to 300 seconds (sampling rate of 128 Hz). 

The ethical approval through the Institutional Review Board (IRB) of the Independent University, Bangladesh (IUB) was taken prior to the experiment. All the participants were students of IUB, whose EEG recordings were conducted at the Biomedical Instrumentation and Signal Processing Lab (BISPL) of the Department of Electrical and Electronic Engineering (EEE), IUB.
DOI: 10.7910/dvn/ur2obv
title: The Constitutional Life of Legislative Instructions in America

description: &lt;p&gt;In America’s early history, state legislatures often formally instructed their federal representatives on particular votes. This practice flourished for a century, but then died out—a change that many scholars attribute to the Seventeenth Amendment. This Note argues that previous scholars have ignored other, more important reasons for the demise of instructions.&lt;/p&gt; &lt;br /&gt; &lt;p&gt;The six-year term length for United States senators, combined with the increasingly rapid turnover in state legislat
ures, prevented binding instructions from becoming entrenched. Instructions were held in place only by constitutional culture, but even this did not last. After Southern Democrats vigorously used the practice to purge Whigs from the Senate, instructions were indelibly linked to the South. Not surprisingly, the doctrine of instructions was one of the casualties of the Civil War. The roles had been reversed: Now the states—especially the Southern states—were taking instructions from the federal government. Today, instructions still exist, but as nonbinding “requests” for action. This new conception of instructions returns us full circle, to James Madison’s conception of the proper role of instructions: A right of “the people . . . to express and communicate their wishes” to their representatives.
&lt;/p&gt;
DOI: 10.7910/dvn/9l6a8x
title: Replication data for: When Can History Be Our Guide? The Pitfalls of Counterfactual Inference

description: Inferences about counterfactuals are essential for prediction, answering “what if” questions, and estimating causal effects. However, when the counterfactuals posed are too far from the data at hand, conclusions drawn from well-specified statistical analyses become based on speculation and convenient but indefensible model assumptions rather than empirical evidence. Unfortunately, standard statistical approaches assume the veracity of the model rather than revealing the degree of model-dependence, and so this problem can be hard to detect. We develop easy-to-apply methods to evaluate counterfactuals that do not require sensitivity testing over specified classes of models. If an analysis fails the tests we offer, then we know that substantive results are sensitive to at least some modeling choices that are not based on empirical evidence. We use these methods to evaluate the extensive scholarly literatures on the effects of changes in the degree of democracy in a country (on any dependent variable) and separate analyses of the effects of UN peacebuilding efforts. We find evidence that many scholars are inadvertently drawing conclusions based more on modeling hypotheses than on evidence in the data. For some research questions, history contains insufficient information to be our guide. Free software that accompanies this paper implements all our suggestions.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/un9jwf
title: Replication Data for: 非洲恐怖袭击时空规律的大数据分析 ——基于GIS 技术和分离总体持续期模型

description: 大数据及其分析技术的发展极大地推动了国际关系研究的发展，使得传统国际关系研究无法完成的任务变为可能。恐怖主义是当今全球治理中重大而棘手的问题，也是国际关系领域长期关注的议题。本文运用海量事件数据和地理信息系统（GIS）技术，将恐怖袭击的地理单元细粒化到以0.5×0.5经纬度作为分辨率的时空网格，寻找微观分析单元上恐怖袭击的时空规律，并运用分离总体持续期模型对恐怖袭击风险的空间分布和发生时机进行解释和预测。通过对非洲10674个时空网格1994-2013年恐怖袭击的时空特征进行分析，本文对恐怖袭击发生时机的精准捕捉、细粒化的地理定位以及对恐袭“疫区”与“免疫区”的区分，深化了对恐怖主义的认识，提高了恐袭预测的精度和实际应用价值。本文的研究尝试也表明，大数据时代国际关系研究不仅要充分利用海量数据提供的前所未有的丰富信息，更要运用恰当的统计技术对复杂时空相关性进行细粒度分析，形成有效的创新路径。
description: R, null
DOI: 10.35111/d60c-5x79
title: Ravnursson Faroese Speech and Transcripts

description: <h3>Introduction</h3>
<p>Ravnursson Faroese Speech and Transcripts contains 109 hours of Faroese prompted speech from 433 speakers (249 female, 184 male), corresponding transcripts and speaker metadata. It is an extract from the <a href="https://mtd.setur.fo/en/resource/ravnur-blark-1-0/">Basic Language Resource Kit 1.0 (BLARK 1.0)</a> developed by the Faroe Islands' <a href="https://mtd.setur.fo/en/">Ravnur Project</a>.</p>
<h3>Data</h3>
<p>Speech data was collected in 2022. Speakers from all major dialect areas in the Faroe Islands in three age groups -- 15-35, 36-60, and 61+ years -- read texts that included a word list, a phrase list, closed vocabulary readings, and short texts. Recordings also contain spontaneous speech.</p>
<p>TASCAM DR-40 Linear PCM audio recorders captured speech data at 48 kHz, downsampled for this corpus. The audio data is divided into train, development, and test sets and is presented as flac compressed, single channel, 16 kHz, 16-bit linear PCM. </p>
<p>Recordings were orthographically transcribed and time-stamped. Transcripts and speaker metadata are included in a tab separated file.</p>
<h3>Samples</h3>
<p>Please view this <a href="desc/addenda/LDC2024S09.tsv" target="_blank" rel="noopener">metadata sample (TSV)</a> and <a href="desc/addenda/LDC2024S09.flac">audio sample (FLAC)</a>.</p>
<h3>Updates</h3>
<p>None at this time.</p>
DOI: 10.17632/g896nz5gm6
title: Device for applying controlled olfactory stimuli during functional magnetic resonance brain imaging

description: Using functional magnetic resonance imaging (fMRI) to assess brain activity in response to olfactory stimuli is of great biomedical and clinical interest. However, application of controlled sequences of olfactory stimuli within the setting of fMRI equipment is challenging since the associated limitations for non-magnetic and non-conducive materials. Here, we have developed and tested a very simple, low-cost, open-source, stand-alone device allowing to apply easily selectable controlled sequences of olfactory stimuli in subjects undergoing fMRI. The device consists of an Arduino-controlled unit containing a blower-based airflow generator and a multichannel air valves system, a set of long air conducting tubing, and bubbler-based odor sources. The device was first validated on the bench to characterize the range of achievable flows, ensuring that the device can be adapted to a variety of applications and fMRI settings. The effectiveness of device performance was subsequently assessed in female patients with female sexual dysfunction using a fMRI protocol based on subjecting them to controlled sequences of olfactive stimuli with pheromone, phenethyl alcohol (a rose fragrance) or neutral clean air. Therefore, the device facilitates biomedical research and clinical assessment of the neural pathways modulated by the olfactory system.
DOI: 10.17632/g896nz5gm6.1
title: Device for applying controlled olfactory stimuli during functional magnetic resonance brain imaging

description: Using functional magnetic resonance imaging (fMRI) to assess brain activity in response to olfactory stimuli is of great biomedical and clinical interest. However, application of controlled sequences of olfactory stimuli within the setting of fMRI equipment is challenging since the associated limitations for non-magnetic and non-conducive materials. Here, we have developed and tested a very simple, low-cost, open-source, stand-alone device allowing to apply easily selectable controlled sequences of olfactory stimuli in subjects undergoing fMRI. The device consists of an Arduino-controlled unit containing a blower-based airflow generator and a multichannel air valves system, a set of long air conducting tubing, and bubbler-based odor sources. The device was first validated on the bench to characterize the range of achievable flows, ensuring that the device can be adapted to a variety of applications and fMRI settings. The effectiveness of device performance was subsequently assessed in female patients with female sexual dysfunction using a fMRI protocol based on subjecting them to controlled sequences of olfactive stimuli with pheromone, phenethyl alcohol (a rose fragrance) or neutral clean air. Therefore, the device facilitates biomedical research and clinical assessment of the neural pathways modulated by the olfactory system.
DOI: 10.17632/gvncz6jdp2.1
title: Data: Exploring energy productivity and low carbon economies among renewable energy penetration in the European Union

description: Data
DOI: 10.7910/dvn/uobkps
title: Passed Resolves; Resolves 1906, c.65, SC1/series 228, Petition of S.A. Brown

description: &lt;p&gt;Petition subject: Racial discrimination &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:25500515"&gt;http://nrs.harvard.edu/urn-3:FHCL:25500515&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Boston &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: J. Bernard Ferber, Boston &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;S.A. Brown&lt;/li&gt;&lt;li&gt;C.G. Steward&lt;/li&gt;&lt;li&gt;C.H. Seals&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1906-04-06 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on April 6, 1906 and placed on file &lt;/p&gt; &lt;p&gt;Total signatures: 3 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, placed on file &lt;/p&gt; &lt;p&gt;Males of color signatures: 3 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: St. Mark Musical and Literary Union of Boston, [males of color], ["Saint Mark Musical and Literary Union of Boston"] &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;Additional archivist notes: Jamestown Tercentennial Exposition, Virginia &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Resolves 1906, c.65, passed May 7, 1906 &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: 10.17632/gvncz6jdp2
title: Data: Exploring energy productivity and low carbon economies among renewable energy penetration in the European Union

description: Data
DOI: 10.17632/gvncz6jdp2.2
title: Data: Exploring energy productivity and low carbon economies among renewable energy penetration in the European Union

description: Data
DOI: 10.7910/dvn/ups2uh
title: California Poll: 2002-02 -- February 22-25, 2002

description: The Field Poll, established in 1945 as The California Poll by Mervin Field, has operated continuously as an independent, non-partisan, media-sponsored public opinion news service. Each year the Field Polls cover a wide range of political and social topics examining California public opinion. Continuing measures are made of voter support for leading political figures vying for major state and federal offices, job ratings of important political figures and reactions to significant political events. Voter awareness, understanding and predispositions of major campaign issues and salient statewide ballot propositions are also tracked over time. For poll 2002-02 N=928.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: The UCLA Social Science Data Archive (“the Archive”) gives permission and any required licenses to Data-PASS to make the Content available for archiving, preservation and access (with permission of the Archive), within the Data Preservation Alliance for the Social Sciences ("Data-PASS") in accordance with the Data-PASS terms (the "Terms") of use (available from: http://www.icpsr.org/Data-PASS). Including permission to: (a) redisseminate copies of the Data Collection in a variety of distribution formats only according to the standard terms of use of the Archive; (b) promote and advertise the Data Collection in any publicity (in any form) for Data-PASS and the Archive; (c) describe, catalog, validate and document the Content; (d) store, translate, copy or re-format the Data Collection in any way to ensure its future preservation and accessibility, improve usability and/or protect respondent confidentiality; (e) incorporate metadata (cataloging information) or documentation regarding this study into public access catalogues. The Archive represents and warrants that the Content conforms to all Terms and tha
t the Archive is lawfully entitled and has full authority to license Data-Pass to use the Materials in the ways described in the Terms.;
DOI: 10.7910/dvn/9lnclf
title: How to Extract Legal Citations using Python (for the complete beginner)

description: These files accompany an article published in the Law and Courts Newsletter
DOI: 10.7910/dvn/ue8vrh
title: Autonomous Functioning, Job Crafting, and Work Engagement Among Human Resource Professionals: A Mediation Analysis

description: Background: Innovative behaviors leading to outcomes of productivity are of interest among scholars and practitioners. Along with this thinking, the current study expanded knowledge and presents practical insights into dynamics supportive of job crafting, autonomous functioning, and work engagement. The purpose of this study was to investigate to what extent, if any, autonomous functioning mediated the correlation between job crafting and work engagement among human resource professionals. 
Method: This study was a quantitative, nonexperimental, correlational investigation. Also, the 15-item job crafting questionnaire, the 15-item index of autonomous functioning, and the 9-item work and well-being survey were the instruments used in this study. Further, SPSS and the PROCESS addon were the programs used for statistical analysis. 
Results: Statistical analysis determined autonomous functioning did not statistically mediate the correlation between job crafting and work engagement within the context of this study. 
Conclusion: Insights are given aligning with scholarly and practical outcomes associated with this research.