cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cfm5kypbf7.1
title: Quantitative characterization of miasmatic states in homeopathy by multi-method research: Insights into diagnostic complexity and emergence of the continuous spectral model of miasmatic fingerprints

description: This study empirically validates chronic miasms in homeopathy as continuous spectral states rather than discrete categories, using the Systematic Miasm Assessment Tool (SMAT) on 931 chronic patients to reveal 74.7% mixed constitutions via Fuzzy C-Means clustering and weak physician-score alignment (η = 0.066-0.350). Soft-clustering (GMM/GoM) confirmed hybrid transitions, while hard partitioning failed (silhouette width 0.239), with sycosis/syphilis quantitative loads strongly predicting ORIDL success (OR = 1.41-2.21; 64.4% responders) over categorical diagnoses (κ = 0.161). SMAT enables precision fingerprinting akin to genomic/epigenetic continua, advancing prognosis and prescribing; multicenter studies are needed.
DOI: 10.17632/fyv6j8brjs
title: Receiver functions of an NNE-trending short-period dense array and several temporary broadband stations across the Western Yangtze Craton

description: Receiver functions of an NNE-trending dense seismic array and regional broadband seismic stations across the Western Yangtze Craton
DOI: 10.17632/fyv6j8brjs.3
title: Receiver functions of an NNE-trending short-period dense array and several temporary broadband stations across the Western Yangtze Craton

description: Receiver functions of an NNE-trending dense seismic array and regional broadband seismic stations across the Western Yangtze Craton
DOI: 10.17632/dbzz3b4j6d
title: Missing Eggs on Tray Dataset For Empty Slots Detection

description: This dataset is designed for computer vision–based detection of missing eggs on egg trays. It supports research and development of automated inspection systems in poultry farming and smart agriculture.

The dataset contains annotated images of missing eggs in trays, where eggs may be missing, enabling object detection models to identify missing positions accurately. It is suitable for training and evaluating deep learning models such as YOLOv5, YOLOv8, Faster R-CNN, and SSD.
The dataset aims to facilitate automated egg tray inspection, missing eggs detection, and the development of real-time egg theft control systems.
The dataset contains two compressed files of egg images and corresponding labels. The images folder contains the raw visual data in .jpg format used for training and validating the object detection model. These images capture egg trays under different conditions, including trays with many missing eggs and trays with almost complete egg placement. Each image shows an egg tray captured from a top or near-top view, with variations in egg arrangements, camera distance, and angle. The dataset is also available on Kaggle Public repository as Missing_Egg Dataset.
DOI: 10.17632/dbzz3b4j6d.1
title: Missing Eggs on Tray Dataset For Empty Slots Detection

description: This dataset is designed for computer vision–based detection of missing eggs on egg trays. It supports research and development of automated inspection systems in poultry farming and smart agriculture.

The dataset contains annotated images of missing eggs in trays, where eggs may be missing, enabling object detection models to identify missing positions accurately. It is suitable for training and evaluating deep learning models such as YOLOv5, YOLOv8, Faster R-CNN, and SSD.
The dataset aims to facilitate automated egg tray inspection, missing eggs detection, and the development of real-time egg theft control systems.
The dataset contains two compressed files of egg images and corresponding labels. The images folder contains the raw visual data in .jpg format used for training and validating the object detection model. These images capture egg trays under different conditions, including trays with many missing eggs and trays with almost complete egg placement. Each image shows an egg tray captured from a top or near-top view, with variations in egg arrangements, camera distance, and angle. The dataset is also available on Kaggle Public repository as Missing_Egg Dataset.
DOI: 10.17632/6vmrcypy7c.1
title: An Aspect-Based Sentiment Analysis Dataset of Skincare Product Reviews from Bangladeshi E-Commerce Platforms

description: This dataset presents an aspect-level sentiment annotated corpus of skincare product reviews collected from major Bangladeshi e-commerce platforms (Shajgoj, Ogerio, and Ohsogo). It comprises 2,003 aspect-level annotated instances, developed to support Aspect-Based Sentiment Analysis (ABSA) in the skincare domain. The dataset captures fine-grained consumer opinions by associating specific product aspects with corresponding sentiment polarity.

The data is structured into the following fields:

Product Name: Name of the skincare product
Product Category: Category of the product (e.g., Sunscreen)
Rating: User-provided rating on a 1–5 scale
Review Date: Date when the review was posted
Review Text: Customer-written review content
Aspect-Sentiment Annotation: Aspect category paired with sentiment polarity in JSON format

The dataset covers seven aspect categories—Suitability, Effectiveness, Quality, Texture, Sensitivity, Satisfaction, and Others—with sentiment labels classified as Positive or Negative. Reviews containing multiple aspects are split into separate aspect-level entries. The corpus was curated from real user reviews and manually annotated to ensure consistency and labeling accuracy.

Applications:
Aspect-Based Sentiment Analysis
Opinion Mining
Text Classification
Consumer Behavior Analysis
Explainable AI in E-commerce
DOI: 10.15468/dl.tbfesp
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Potamochoerus porcus"
 ]
}

 The dataset includes 1117 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070959-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4mtrtx3r4p
title: Barriers and Facilitators of Patient Activation in old patients with cancer in China：a descriptive qualitative Research Based on the Ecological Systems Theory

description: Within 24 hours of the interview’s conclusion, the researcher transcribed the audio recordings into text, marking non-verbal information at corresponding points in the transcript and compiling the interviewee’s general information. The same data is independently analyzed and coded by two researchers to ensure its completeness and accuracy, then the results compared to summarize the themes. This study employs a methodology that integrates theoretical and data-driven approaches, utilizing Ecological Systems Theory as the foundational framework for thematic identification while allowing for the emergence of data-derived themes to ensure comprehensive analysis. The thematic analysis adheres to Braun and Clarke’s qualitative analysis procedures, commencing with the verification of transcription accuracy and repeated readings to familiarize with the content. The first researcher conducted preliminary coding on a portion of the text based on the theoretical framework, while the remaining text was coded according to data-generated themes. The themes underwent rigorous scrutiny to ensure internal consistency and mutual distinctiveness. Subsequently, a coding manual was developed, and a second researcher with a psychology background independently coded 30% of the text based on this manual. Any coding discrepancies were resolved through discussion and consensus-building. A summary of the data analysis process is presented in Table 2.
DOI: 10.17632/4mtrtx3r4p.1
title: Barriers and Facilitators of Patient Activation in old patients with cancer in China：a descriptive qualitative Research Based on the Ecological Systems Theory

description: Within 24 hours of the interview’s conclusion, the researcher transcribed the audio recordings into text, marking non-verbal information at corresponding points in the transcript and compiling the interviewee’s general information. The same data is independently analyzed and coded by two researchers to ensure its completeness and accuracy, then the results compared to summarize the themes. This study employs a methodology that integrates theoretical and data-driven approaches, utilizing Ecological Systems Theory as the foundational framework for thematic identification while allowing for the emergence of data-derived themes to ensure comprehensive analysis. The thematic analysis adheres to Braun and Clarke’s qualitative analysis procedures, commencing with the verification of transcription accuracy and repeated readings to familiarize with the content. The first researcher conducted preliminary coding on a portion of the text based on the theoretical framework, while the remaining text was coded according to data-generated themes. The themes underwent rigorous scrutiny to ensure internal consistency and mutual distinctiveness. Subsequently, a coding manual was developed, and a second researcher with a psychology background independently coded 30% of the text based on this manual. Any coding discrepancies were resolved through discussion and consensus-building. A summary of the data analysis process is presented in Table 2.
DOI: 10.17632/wwwtfyc5zx.4
title: Arquivo complementar: O periodismo científico no Brasil do século XIX: o caso d'O Auxiliador da Indústria Nacional

description: Este conjunto de dados acompanha a tese de doutorado “O periodismo científico no Brasil do século XIX: o caso d’O Auxiliador da Indústria Nacional”, que investiga o papel dos periódicos científicos na circulação de saberes, na construção da nação e na formulação de políticas públicas durante o Império do Brasil. A tese tem como objetivo geral estudar O Auxiliador da Indústria Nacional e, por meio dele, analisar o principal meio de comunicação científica de massa do período: o periodismo científico. A partir desses aspectos peculiares, o objetivo geral deste trabalho é estudar o periódico e, por meio dele, analisar o principal meio de comunicação científica de massa do período no Brasil: o periodismo científico.

Três hipóteses específicas orientam a investigação: a primeira é a de que o periódico integrou o fenômeno transnacional do periodismo científico oitocentista, caracterizando-se como uma publicação institucional, profissional e científica; a segunda propõe que a publicação exerceu uma dupla função na dinâmica política do Brasil oitocentista, sendo ao mesmo tempo instrumentalizada pelo Governo Imperial como ferramenta de modernização da agricultura e utilizada pela associação como meio de influência sobre as políticas públicas; e a terceira sustenta que o periódico foi amplamente dependente de conteúdos técnicos e científicos produzidos em outros contextos, especialmente estrangeiros. Os resultados revelam que o periódico desempenhou um papel fundamental na articulação de uma visão de progresso nacional atrelada à agricultura, ao trabalho livre e à política pública, embora enfrentasse limitações institucionais, restrições orçamentárias e uma redução progressiva das trocas internacionais. O conjunto de dados permite a outros pesquisadores explorar padrões de política editorial, estrutura institucional e discurso científico no Brasil oitocentista.

O conjunto inclui quatro arquivos em formato Excel:
(1) uma indexação e classificação de mais de 6.000 artigos publicados no periódico O Auxiliador da Indústria Nacional, cobrindo o período de 1833 até 1892, com edições extras em 1896 e 1903;
(2) a composição do conselho administrativo e das comissões técnicas da Sociedade Auxiliadora da Indústria Nacional, entre 1831 e 1904;
(3) dados orçamentários e de balanço da associação, de 1839 a 1892;
(4) listas de associados publicadas entre 1838 e 1877;
(5) histórico do financiamento do Governo Imperial para a Sociedade Auxiliadora da Indústria Nacional, entre 1838 e 1906.

Os dados acima foram coletados a partir da digitalização das edições do periódico disponíveis em bibliotecas e acervos físicos e digitais.

Todos os arquivos estão disponíveis em formato .xlsx e podem ser abertos com softwares de planilha.
DOI: 10.17632/khnmnp4t7v
title: A Multi-Source Synthetic Dataset for Uzbek Sentiment Analysis, Named Entity Recognition, and Normalization

description: This repository provides a multi-source synthetic Uzbek dataset for (i) sentiment classification (Positive/Neutral/Negative) and (ii) named entity recognition with PER/LOC/ORG/DATE labels, plus auxiliary resources for emoji-aware modeling and text normalization. The main file contains 10,000 unique sentences with aligned entity spans (surface forms + types) and an emoji-aware score in [-1,1]. Emoji usage is source-dependent (news ~15%, social ~75%, dialog ~55%) to better reflect real communication styles. All data were generated programmatically from rule-based templates and lexicons; no copyrighted or real user content was used. Primary formats are CSV and JSONL (XLSX provided only for convenience).
DOI: 10.17632/khnmnp4t7v.5
title: A Multi-Source Synthetic Dataset for Uzbek Sentiment Analysis, Named Entity Recognition, and Normalization

description: This repository provides a multi-source synthetic Uzbek dataset for (i) sentiment classification (Positive/Neutral/Negative) and (ii) named entity recognition with PER/LOC/ORG/DATE labels, plus auxiliary resources for emoji-aware modeling and text normalization. The main file contains 10,000 unique sentences with aligned entity spans (surface forms + types) and an emoji-aware score in [-1,1]. Emoji usage is source-dependent (news ~15%, social ~75%, dialog ~55%) to better reflect real communication styles. All data were generated programmatically from rule-based templates and lexicons; no copyrighted or real user content was used. Primary formats are CSV and JSONL (XLSX provided only for convenience).
DOI: 10.17632/hwjpkw25gx
title: greed-guilt-intention

description: Demographic variables, Dispositional greed (DG), Consumer guilt (CGUI) and purchase intention (PINT)
DOI: 10.17632/hwjpkw25gx.1
title: greed-guilt-intention

description: Demographic variables, Dispositional greed (DG), Consumer guilt (CGUI) and purchase intention (PINT)
DOI: 10.15468/dl.ax2kqu
title: Occurrence Download

description: A dataset containing 553010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((55.32216 -28.55641,192.89323 -28.55641,192.89323 26.40141,55.32216 26.40141,55.32216 -28.55641))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 553010 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070948-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhkvj8
title: Occurrence Download

description: A dataset containing 907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Attalea allenii H.E.Moore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 907 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001886-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8arhf
title: Occurrence Download

description: A dataset containing 151060035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 151060035 records from 11044 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001864-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vztky
title: Occurrence Download

description: A dataset containing 3589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrilus planipennis Fairmaire, 1888",
 "HasCoordinate is true",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 3589 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017849-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5vtxu
title: Occurrence Download

description: A dataset containing 1288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euprotomus aurisdianae (Linnaeus, 1758)"
 ]
}

 The dataset includes 1288 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099585-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqjz34
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puccinia porphyrogenita M.A.Curtis",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 540 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127005-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fvdar
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lucinoma kazani C.Salas & Woodside, 2002"
 ]
}

 The dataset includes 39 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107033-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se3s2h
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leiocephalus psammodromus Barbour, 1920, Leiocephalus psammodromus Barbour, 1920)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 235 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046382-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uynvn8
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Terestrombus terebellatus (G.B.Sowerby II, 1842)"
 ]
}

 The dataset includes 340 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099610-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnrj8x
title: Occurrence Download

description: A dataset containing 21120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes sanguineum Pursh",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is unknown or invalid"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is United States"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "Continent" : [
 "is North America"
 ]
 }
 }
 ]
}

 The dataset includes 21120 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046346-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghdcvb
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lucinoma galathea Marwick, 1953"
 ]
}

 The dataset includes 69 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107032-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t73qq5
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argemone aurantiaca G.B.Ownbey"
 ]
}

 The dataset includes 239 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046375-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hey4e2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratocuma erinacea Ledoyer, 1988"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115293-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5hjr8
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argemone arizonica G.B.Ownbey"
 ]
}

 The dataset includes 50 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046371-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5btvz
title: Occurrence Download

description: A dataset containing 1480 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agonandra brasiliensis Benth. & Hook.f."
 ]
}

 The dataset includes 1480 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115302-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f349wc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncidium leucochilum Bateman",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075523-220831081235567/datasets/export for details.
DOI: 10.15468/dl.eq5y8j
title: Occurrence Download

description: A dataset containing 407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mahonia fortunei (Lindl.) Fedde"
 ]
}

 The dataset includes 407 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046384-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x67f2a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phleum ×brueggeri K.Richt."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074624-230530130749713/datasets/export for details.