cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/26638
title: Replication data for: Using Bayesian Aldrich-McKelvey Scaling to Study Citizens' Ideological Preferences and Perceptions

description: Aldrich-McKelvey scaling is a powerful method that corrects for differential-item functioning (DIF) in estimating the positions of political stimuli (e.g., parties and candidates) and survey respondents along a latent policy dimension from issue scale data. DIF arises when respondents interpret issue scales (like the standard liberal-conservative scale) differently and distort their placements of the stimuli and themselves. We develop a Bayesian implementation of the classical maximum likelihood Aldrich-McKelvey scaling method that overcomes some important shortcomings in the classical procedure. We then apply this method to study citizens' ideological preferences and perceptions using data from the 2004-2012 American National Election Studies and the 2010 Cooperative Congressional Election Study. Our findings indicate that DIF biases self-placements on the liberal-conservative scale in a way that understates the extent of polarization in the contemporary American electorate and that citizens have remarkably accurate perceptions of the ideological positions of Senators and Senate candidates.
DOI: 10.7910/dvn/2pjn2p
title: A16_32723.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/614f0e78-9aad-434d-8b58-746c9d4bb577'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/614f0e78-9aad-434d-8b58-746c9d4bb577
DOI: 10.7910/dvn/fia8rx
title: Russian Arbitration Courts

description: Case Files for District Arbitration Courts + Appellate Arbitration Courts (2008-2019). Please see 'Data Documentation' for more information.
DOI: 10.7910/dvn/hwh5yn
title: Replication Data for: Misunderstandings about the Regression Discontinuity Design in Close Elections Dataverse

description: All files needed for replication of results in de la Cuesta and Imai (2016). Replication directions included in the readme.txt file.
DOI: 10.7910/dvn/w68bpf
title: Rural Economy & Agriculture Dry Zone Household Survey

description: The Rural Economy and Agriculture Dry Zone Survey (READZ) survey was conducted in April and May 2017 to generate a detailed picture of livelihoods, cropping systems, farming practices, irrigation access and the state of the wider rural economy in the Dry Zone - one of the country’s most important agricultural regions, and home to more than 10 million people. READZ was comprised of household and community survey components. Prior to the READZ household survey, scoping studies identified the main agro-ecologies, cropping systems and forms of irrigation access present across the three main regions of the CDZ (Mandalay, Magway and Sagaing). Four townships, containing the main sets of conditions identified during scoping were purposively selected for inclusion in the household survey. 

The READZ household survey was implemented in April 2017. 1578 rural households, selected at random from 100 communities (also randomly selected) were interviewed to collect data on households’ activities over the past year. The survey instrument contained modules on household composition, migration, employment, land and asset ownership, irrigation, agricultural machinery and draft animal use, input uses, changes in production practices over the last decade, and access and utilization of agricultural credit. Agriculture modules focused in particular on the crops green gram, groundnut, sesame and paddy.
description: Funding for data collection and analysis was generously provided by USAID Burma and the Livelihoods and Food Security Trust (LIFT) Fund.

USAID Burma: AID-482-LA-14-00003 
LIFT Myanmar: R 1.4/029/2014
DOI: 10.7910/dvn/26333
title: Replication data for: What Drives Deforestation and What Stops It? A Meta-Analysis of Spatially Explicit Econometric Studies

description: Data Set for "What Drives Deforestation and What Stops It?" The authors compile a comprehensive database of 117 spatially explicit econometric studies of deforestation and present a meta-analysis based on 59059 coefficients in 554 multivariate analyses with the aim of understanding what factors drive deforestation and what policies can effectively stop it.
DOI: 10.7910/dvn/26803
title: Replication data for: Estimation of Random-Coefficient Demand Models: Two Empiricists' Perspective

description: Volume 96, Issue 1
DOI: 10.7910/dvn/cesmzx
title: Data for: Successful Tulasnella amonilioides isolation from wild Cattleya intermedia and effectiveness of the mycobiont on in vitro propagation of this threatened Orchidaceae

description: Supplementary material (Table S1) and phylogenetic reconstruction files (matrix and ML and BI trees).
DOI: 10.7910/dvn/kbnk6r
title: Maturation Time Experiments Single-Cell Data

description: Maturation Time Experiments Single-Cell Data from "Systematic characterization of maturation time of fluorescent proteins in living cells"
DOI: 10.7910/dvn/vihoxm
title: Replication Data for: Systematic map of recent evidence on reproductive performance of cattle in Africa

description: This dataset contains the data extraction summaries for female cattle and bulls.
DOI: 10.7910/dvn/x55h6j
title: Supplementary Data - Readability and Understandability of Notes to Financial Statements

description: Research data used in the paper entitled "Readability and Understandability of Notes to Financial Statements" published in Revista Brasileira de Gestão de Negócios (RBGN) V26, n1 (2024) Acess: https://rbgn.fecap.br/RBGN
DOI: 10.7910/dvn/26818
title: W51 Densitometry

description: Maps of the H2CO 1-1 6cm and 2-2 2cm absorption lines and related derive materials. See http://arxiv.org/abs/1411.1756
DOI: 10.7910/dvn/cggb7s
title: Executive Agreements Database, Statement Regarding the Administrative Arrangement Between The United States and Canada for Cooperation and The Exchange Of Information in Nuclear Regulatory matters, with Appendices, Signed At Ottawa August 15, 1996

description: KAV 4732 cover memo
DOI: 10.7910/dvn/vdbi6z
title: A13_25038.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/d365a02c-b3e1-4511-9ebd-3e487cd425d0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d365a02c-b3e1-4511-9ebd-3e487cd425d0
DOI: 10.7910/dvn/x3w9mk
title: Replication data for: Crime and Mismeasured Punishment: Marginal Treatment Effect with Misclassification

description: Review of Economics and Statistics: Forthcoming
description: Volume XX, Issue X
DOI: 10.7910/dvn/cgdohw
title: A Scientometric of ENT 1990-2013

description: Web of Science bibliometric dataset used in the scientometric study of entrepreneurship research published in the period 1990 to 2013.
DOI: 10.15468/dl.2kkcg3
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.25507 -18.83142,-61.41470 -18.83142,-61.41470 -13.29765,-75.25507 -13.29765,-75.25507 -18.83142))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vicugna vicugna (Molina, 1782)",
 "Year 1990-2023"
 ]
}

 The dataset includes 464 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010221-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvwxuy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hypocnemis cantator (Boddaert, 1783))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016459-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28137407.v2
title: <b>Prevalence of hypertension among COVID-19 patients admitted into the national treatment center in The Gambia: a retrospective cross-sectional study</b>

description: The data contain variable on hypertension among covid-19 patients and predictors of hypertension. The data also include patient demographic characteristics such as age and gender.
DOI: 10.17632/yz6rvx3zvt
title: High Resolution Hyperspectral Raman images from Nthy3-1, FTC133 and RO82W-1 cell lines - Commercial device system (Nanophoton, RAMAN-11)

description: Contains 70 Raw Hyperspectral Raman images from Nthyori3-1, FTC133 and RO82W-1 cell lines, measured with a commercial device system (Nanophoton, RAMAN-11). One image data consist of a three dimensional matrix, the first two axis corresponding to the pixel position and the third axis being the Raman intensity spectrum at that pixel. One image contains roughly 80000 spectra with 1000 wavenumbers each, in the range of 700 - 3000 cm-1. Basic preprocessing of the image, including wavenumber calibration and cosmic ray correction, has already been applied.

Each .mat file contain two dictionaries:
- origimagedata: Raw data 3darray of shape of (Width, Wavenumbers, Height)
- wavenumber: 1-d array corresponding to the wavenumber values

The Co_culture folder also contains brightfield and DNA/SV40 fluorescence image, useful to distinguish FTC cells from NT cells.
DOI: 10.17632/6mttycsgbw
title: PVT Oil Property Data for Oilfields in: Africa, Alaska, Malaysia, Middle East, North Sea, Pakistan and United Arab Emirates

description: The data presented encompasses the following key Petroleum PVT (Pressure, Volume, Temperature) properties:

Solubility Ratio (Rs)
Oil Relative Density (γo)
Gas Relative Density (γg)
Absolute Temperature (T)
Formation Volume Factor (Bo)

This comprehensive dataset offers versatile applicability, lending itself to diverse analytical interpretations and research pursuits. Potential applications include, but are not limited to: the development of novel correlations, reservoir reserve estimates, reservoir simulation and management strategies, phase behavior prediction, and the characterization of representative regional variables.

The data have been meticulously compiled from reputable, publicly accessible scholarly literature, sourced from prominent search engines such as Google Scholar and ScienceDirect. Geographically, the data are representative of a broad spectrum of the world: Africa, Alaska, Malaysia, the Middle East, the North Sea, Pakistan, and the United Arab Emirates.
DOI: 10.17632/dzgt8z42fk
title: Swahili Stopwords

description: A Swahili stop-words dataset is a curated collection of function words that carry minimal semantic weight and are commonly omitted during text preprocessing in natural language processing (NLP) workflows. These words, while integral to syntactic structure, can be excluded without compromising the overall semantic integrity of textual data. The availability of such a dataset is critical for optimizing NLP tasks, including text classification, sentiment analysis, and information retrieval, as the removal of stop-words reduces dimensionality and computational complexity, thereby enhancing algorithmic efficiency and model performance.

Characteristics of Stop-Words:

- High Frequency: Stop-words appear frequently in texts but carry little lexical content.
- Grammatical Role: These words often serve grammatical purposes rather than conveying specific content.
- Non-Discriminative: Stop-words do not help in distinguishing between different classes or categories in text classification tasks.
DOI: 10.17632/rs8zkcp6mp
title: Somatotype & BIVA Crossfit

description: 145 Italians CrossFit® practitioners, 107 men (age: 30.7 ± 8.4 years; BM: 81.9 ± 14.7 kg; stature: 177.3 ± 6.0 cm) and 38 women (age: 28.1 ± 6.7 years; BM: 65.5 ± 10.1 kg; stature: 166.2 ± 6.3 cm). The inclusion criteria were as follows: (1) being well-trained, which means training for at least 10 hours per week (comprising 5 sessions of approximately 2 hours each, involving a mix of endurance and resistance exercises), or having competed at the national level; (2) absence of injuries or any clinical condition at the time of the study; (3) refraining from current pharmacological therapy and medication intake within the preceding 48 hours; (4) for females, to be in a postmenarcheal state; (5) to not be under contraceptive or menstrual cycle pharmacological regulator treatment. The CrossFit® training program combines workouts consisting of the main lifts (such as deadlifts, cleans, squats, and snatches), bodyweight exercises (pull-ups, dips, rope climbs, push-ups, sit-ups, flips), and endurance (cycling, running, swimming, rowing). Five or six days a week, these elements are mixed in various high-intensity proposals. This study was conducted with a sample of CrossFit® athletes from the same gym. Participant recruitment occurred at the start of the season and data collection for the study was completed within the following month. All the anthropometric and bioelectrical evaluations were taken in the morning at rest, in fasting conditions, and before the first training session of the day. Participants were also required to abstain from caffeine, alcohol, and exercise the day before BIA measurements while maintaining their normal dietary regimen.
DOI: 10.17632/c7nh26z8p3
title: Data from a performance comparison of four commercially available flow cytometers using polystyrene beads

description: Accurate comparison of flow cytometric data requires an understanding of how the cytometric fingerprint of a sample may vary from instrument to instrument. Key sources of variability include the number, wavelengths, and power of excitation lasers; the number and types of emission detectors; sample-handling systems and options; and whether fixed or dynamic detector voltages are used. To explore this variability, identical suspensions of three sizes (0.2, 0.5, and 0.8 m-diameter) of solid, fluorescent, polystyrene beads were prepared. The suspensions were then run at on four commercially available flow cytometers, keeping instrument settings as consistent as possible. The results are displayed graphically in Figure 3 of the article “Flow cytometry applications in water treatment, distribution, and reuse: A review” (DOI: 10.1016/j.watres.2018.12.016). This dataset contains the complete .FCS files generated from the experimental comparison.
DOI: 10.17632/tmrs92j7pv
title: COVID-19: Time Series Datasets India versus World

description: This dataset consists of COVID-19 time series data of India since March 24th, 2020. The data set is for all the States and Union Territories of India and is divided into five parts, including i) Confirmed cases; ii) Death Count; iii) Recovered Cases; iv) Temperature of that place; and v) Percentage humidity in the region. The data set also provides basic details of confirmed cases and death count for all the countries of the world updated daily since 30 January 2020. The end user can contact the corresponding author (Rohit Salgotra : nicresearchgroup@gmail.com) for more details. . The Authors can Refer to and CITE our latest Papers on COVID: 1. Salgotra, Rohit, Mostafa Gandomi, and Amir H. Gandomi. "Time Series Analysis and Forecast of the COVID-19 Pandemic in India using Genetic Programming." Chaos, Solitons & Fractals (2020): 109945. 2. Salgotra, Rohit, Mostafa Gandomi, and Amir H. Gandomi. "Evolutionary modelling of the COVID-19 pandemic in fifteen most affected countries." Chaos, Solitons & Fractals 140 (2020): 110118. 3. Mousavi, Mohsen, et al. "COVID-19 Time Series Forecast Using Transmission Rate and Meteorological Parameters as Features." IEEE Computational Intelligence Magazine 15.4 (2020): 34-50. . [Dataset is updated Once a Week]
DOI: 10.6084/m9.figshare.25860676.v1
title: CSL Injury Data

description: This is a database containing all the serious injuries of players in the Chinese Super League 2022 season.
DOI: 10.17632/2v5d3bpydb
title: A dataset of critical citations contexts

description: This corpus is made of 51 citation contexts with critical or negative citations according to the authors of others studies, mentionning them as examples of critical citations or equivalent. The source studies are added to each example. 
Each example is categorized according to 3 functions we propose in order to define a critical citation.
DOI: 10.17632/jctsr7n9f7
title: Tenun Ikat Pua Kumbu Dayak Iban Sebagai Kearifan Lokal dalam Budaya Perempuan Dayak Iban

description: Tenun ikat Pua kumbu adalah budaya yang berasal dari nenek moyang suku Dayak iban dan merupakan identitas budaya dan tradisi yang harus dilestarikan secara turun-temurun. Salah satu produk dari tenun ikat ini adalah kain Pua/Pua Kumbu yang memiliki bentuk seperti selimut. Pua merupakan hasil tenun ikat yang terbilang rumit dan sangat dibutuhkan dalam upacara adat masyarakat dayak Iban. Data set ini berisikan tentang Keunikan Tenun ikat pua kumbu bedasarkan motif, proses, cara pembuatan, alat tenun serta pantangan yang berlaku sampai menjadikan kain pua sebagai simbol identitas budaya yang khas pada wanita Iban.

En: Pua kumbu tie weaving is a culture that originates from the ancestors of the Dayak Iban tribe and is a cultural identity and tradition that must be preserved for generations. One of the products of this woven fabric is the Pua/Pua Kumbu cloth, which is shaped like a blanket. Pua is the result of intricate weaving and is very much needed in the traditional ceremonies of the Iban Dayak community. This data set contains the uniqueness of Iban Iban weaving based on the motif, process, method of manufacture, loom, and restrictions that apply to making pua cloth a symbol of cultural identity that is unique to Iban women.

Deskrispsi: Tenun ikat Pua Kumbu adalah salah satu warisan budaya dari suku Dayak Iban, Kalimantan. Tenun ini dibuat dengan menggunakan teknik tenun ikat, di mana benang dipintal menjadi serat kain dan kemudian diikat untuk membentuk pola-pola tertentu pada kain. Proses pembuatan Pua Kumbu memakan waktu yang cukup lama, tergantung pada tingkat kesulitan dan ukuran kain yang akan dibuat. Motif yang digunakan dalam Pua Kumbu mencakup berbagai makna simbolis. Beberapa motif melambangkan kehidupan, keberuntungan, kemakmuran, dan kejayaan. Motif-motif ini biasanya digunakan dalam upacara-upacara adat dan ritual keagamaan oleh suku Dayak Iban. Alat yang digunakan dalam proses tenun ikat Pua Kumbu cukup sederhana. Seorang perempuan akan duduk di bawah alat tenun sederhana yang disebut "tudung saji", dan menggunakan tangan dan kakinya untuk memutar alat tersebut dan menenun kain. Selain itu, alat tambahan seperti pakan benang dan peniti digunakan untuk membantu menghasilkan pola-pola yang diinginkan. Kain Pua Kumbu merupakan simbol penting dari identitas budaya dan warisan suku Dayak Iban. Meskipun kini banyak teknologi modern yang tersedia untuk memproduksi kain dengan cepat, namun tetap ada orang-orang yang memilih untuk membuat kain Pua Kumbu dengan teknik tradisional dan mempertahankan kearifan budaya warisan nenek moyang mereka.
DOI: 10.17632/tr9y4s2534
title: Size-differentiated Export Flux in Different Dynamical Regimes in the Ocean

description: Dataset necessary to replicate the analysis presented in the study titled "Size-differentiated Export Flux in Different Dynamical Regimes in the Ocean" in the journal Global Geochemical Cycles.
DOI: 10.17632/vzr7cwp4v8
title: data for "Magnetic and structural characteristics associated with the transformation of As(V)-coprecipitated ferrihydrite to hematite: Implications for magnetic enhancement in soils and sediments"

description: Raw data for all figures and tables in the manuscript of "Magnetic and structural characteristics associated with the transformation of As(V)-coprecipitated ferrihydrite to hematite: Implications for magnetic enhancement in soils and sediments"
DOI: 10.6084/m9.figshare.29184227.v1
title: Open access data for study titled " Frequency and risk factors for tail injuries in UK dogs under primary veterinary care"

description: Open access dataset (with identifying information removed) for a study conducted by the VetCompass team titled "Frequency and risk factors for tail injuries in UK dogs under primary veterinary care".
DOI: 10.17632/4pc5bp4c48
title: Tomomatsu and Watanabe et al gel image

description: This dataset contains original blot images of western blot, northern blot and primer extension and indicates how the images are altered to prepare final figures of the manuscript 'Two modes of Cue2-mediated mRNA cleavage with distinct substrate recognition initiate No-go decay (Tomomatsu and Watanabe et al. )'.
DOI: 10.17632/yvdcp63s55
title: Diurnal cycle of C concentration and emission fluxes in small thaw ponds of frozen peatlands

description: Concentrations of GHG, FCO2, pH, specific conductivity and dissolved components (DOC, DIC, major cations and anions, and 30 trace elements) in the course of two days observation at the thermokarst lakes of Western Siberia
DOI: 10.17632/b6j8492yxz
title: Dance Sport Movement Therapy in the Metaverse: A New Frontier for Alternative Mental Health Therapies

description: This paper delves into the innovative integration of Dance Movement Therapy (DMT) within extended reality (XR) environments, exploring its potential as a non-pharmacological intervention for mental health conditions. The study employed a blend of qualitative evidence synthesis and meta-analyses of primary quantitative data, focusing on the therapeutic implications of dance in virtual, augmented, and mixed realities. Utilising wearables and sensors, real-time data on participants' movements, physiological responses, and emotional feedback were collected and analysed using AI/ML algorithms, including Random Forest, SVM, CNNs, and RNNs. The research highlighted the importance of data privacy and ethical considerations, emphasising the need for securely storing metadata to ensure user trust and legal compliance. Findings underscored the potential of XR environments like the Metaverse in transforming mental health practices, offering efficient, engaging, and effective therapeutic interventions. The study also introduced the novel concept of Physical Intensity Matching and the significance of personalised exercise selection. Despite its ground-breaking insights, the research acknowledged potential biases introduced by wearables and the challenges of ensuring data accuracy. This paper is a foundational exploration into the convergence of DMT, XR, and AI, paving the way for future interdisciplinary research in mental health and technology.
DOI: 10.17632/cn663k9jxp
title: Dystonia Research Data

description: This research data repository contains the simulation model, simulation output traces and the model user guide. It also provides the detailed narrative describing the research performed and the analytical model upon which the simulation is based.