cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jmrfrhnvmb.1
title: SLIRP amplifies antiviral signaling via positive feedback regulation and contributes to autoimmune diseases

description: Unprocessed raw data for "SLIRP amplifies antiviral signaling via positive feedback regulation and contributes to autoimmune diseases" by Ku et al.
DOI: 10.17632/jmrfrhnvmb.2
title: SLIRP amplifies antiviral signaling via positive feedback regulation and contributes to autoimmune diseases

description: Unprocessed raw data for "SLIRP amplifies antiviral signaling via positive feedback regulation and contributes to autoimmune diseases" by Ku et al.
DOI: 10.17632/d46fcs2787.1
title: X-ray DR Images Dataset of Camellia Seeds and Chestnuts

description: This dataset contains preprocessed X-ray DR images of Camellia oleifera seeds and chestnuts for non-destructive multi-class defect classification. The images were further enhanced using techniques such as rotation, flipping, contrast adjustment, and brightness normalization. A total of 2,488 Camellia seed images and 2,844 chestnut images were collected. The Camellia seed dataset is categorized into four classes: healthy, shriveled, hollow (cavity), and insect-damaged samples. Similarly, the chestnut dataset includes four classes: healthy, double-kernel, moldy, and insect-damaged samples. This dataset was used to train and evaluate convolutional neural networks (VGG16, ResNet18, DenseNet121) for multi-class classification of internal defects in nut fruits. These images support research on non-invasive quality inspection, defect detection, and automated grading systems for agricultural products using X-ray imaging.
DOI: 10.17632/d46fcs2787.2
title: X-ray DR Images Dataset of Camellia Seeds and Chestnuts

description: The dataset comprises two sub-datasets: one includes preprocessed X-ray DR images of 204 camellia seeds and 237 chestnuts, while the other consists of X-ray DR images acquired through magnification methods, totaling 2040 images of camellia seeds and 2370 images of chestnuts. The camellia seed samples encompass healthy, withered, cavity, and insect-damaged specimens. Similarly, the chestnut samples include healthy, double-kernelled, mold-infested and insect-damaged ones. The X-ray DR images were randomly divided into training, validation, and prediction sets at a ratio of approximately 70:15:15. The training and validation sets were utilized for hyperparameter tuning and classifier training, whereas the independent prediction set samples were employed for external testing of the classifier.
DOI: 10.17632/snbp6w49v9.1
title: Drone_rural_urban

description: This dataset contains drone-based vertical measurements of equivalent black carbon (eBC) and particle number concentrations (PNC) at rural and urban sites in the Czech Republic. Data were collected using a micro-aethalometer and an optical particle counter, with measurements spanning multiple heights (up to 100 m,230 m AGL) during summer and winter. The dataset includes reference ground-based measurements (AE33 and TSI OPS), meteorological parameters, flight data and wind data from drone.
DOI: 10.15468/dl.h9b85q
title: Occurrence Download

description: A dataset containing 5741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "Country is one of (French Guiana, Ecuador, Colombia, Brazil, Peru, Bolivia (Plurinational State of), Guyana, Suriname)",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)"
 ]
}

 The dataset includes 5741 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000382-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n24w3xzty4.1
title: LINF_090021800

description: Ubiquinone biosynthesis protein COQ4 homolog; mitochondrial; Leishmania infantum (strain JPCM5)
DOI: 10.17632/n24w3xzty4.2
title: LINF_090021800

description: Ubiquinone biosynthesis protein COQ4 homolog, mitochondrial; Leishmania infantum (strain JPCM5)
DOI: 10.17632/gg6383cvws.1
title: LINF_090022000

description: DnaJ domain-containing protein | JDP60 | J60; Leishmania infantum
DOI: 10.17632/gg6383cvws.2
title: LINF_090022000

description: DnaJ domain-containing protein | JDP60 | J60; Leishmania infantum (strain JPCM5)
DOI: 10.17632/zy49fjrbcd.1
title: LINF_090022400

description: DNA J-binding protein (JBP1); Leishmania infantum
DOI: 10.17632/zy49fjrbcd.2
title: LINF_090022400

description: DNA J-binding protein (JBP1); Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.xqfmmc
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carpodacus stoliczkae beicki (Stresemann, 1930)"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000385-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2fwgkc
title: CCDC 2260723: Experimental Crystal Structure Determination

description: Related Article: Zhengguo Zhang, Shurong Liu, Youbin Liu, Xiutang Zhang|2023|Cryst.Growth Des.|23|6701|doi:10.1021/acs.cgd.3c00589
description: Related Article: Shurong liu|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h161t
title: CCDC 2295055: Experimental Crystal Structure Determination

description: Related Article: Ming-Ze Meng, Gui-Dong Shi, Ling-Ling Cheng, Yi-Ping Chen, Yong-Fan Zhang, Wei Lin |2024|Spectrochim.Acta,Part A|311|123992|doi:10.1016/j.saa.2024.123992
description: Related Article: Mingze Meng|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/tyj2ft969j.1
title: A Comparative Study of Aluminum Chloride, Oxybutynin Chloride and Botulinum Toxin in the Treatment of Primary Focal Hyperhidrosis

description: Primary hyperhidrosis is a common frustrating dermatological problem. Different treatment options have been used with variable efficacy. Each modality has its benefits and limitations, but no effective standardized therapy has been established.
DOI: 10.17632/mvz38sr4bt.1
title: HI database-Tamil digits

description: This database contains the speech samples from 10 deaf children aged 5-10 years studying at Maharishi Vidhya Mandir Service Centre for Hearing Impaired (HI), Tiruchirappalli. The deaf children are able to follow only one language, mostly their native language because they cannot follow the different facial expressions and throat vibrations. Like a Speech therapist, we have used the integration of tactile to record the speeches of hearing impaired. i.e. we make them to touch our throat by their hands to feel the vibration when pronouncing a particular word and ask them to see our facial expressions and listen to the sound. They have to visually see the words also, by writing them on the board. Among the ten children seven are profoundly deaf and three are hard of hearing. Children have spoken the Tamil digits 20 times and their corresponding speeches are recorded using high quality microphone. 15 speeches of 10 speakers are considered for training and remaining 5 speeches of 10 speakers are considered for testing. Initially the words are recorded using wave surfer and labels are given accordingly by manually hearing the sound. Care must be taken when assigning the labels since deaf pronunciation is poor; first, the word he or she has spoken is to be understood and labelled. Also, the pauses are not produced between the words by them; so silence must be introduced. Each speech sample is stored in PCM wave mono format with 16 kHz as sampling rate and16 bits for each speech sample. This database can be used for HI speech/speaker recognition.
DOI: 10.17632/dwnpgydxp2.1
title: AI-BrazilVulnSense

description: This dataset contains geospatial data related to various environmental, infrastructural, and public health hazards. It includes indicators such as proximity to rivers, industries, and healthcare facilities, as well as environmental factors like land surface temperature and air pollution levels. The dataset is structured to support analyses in urban planning, disaster risk assessment, and environmental monitoring. By providing detailed spatial information, it enables researchers and policymakers to better understand and mitigate risks associated with flooding, industrial accidents, transportation hazards, and public health challenges.
DOI: 10.5281/zenodo.15083475
title: DADOS DA DISSERTAÇÃO "CIÊNCIAS COMPORTAMENTAIS EM AÇÃO À LUZ DOS ESTUDOS SOCIAIS DE CIÊNCIA E TECNOLOGIA (ESCT)"

description: Este estudo busca identificar e analisar, à luz dos Estudos Sociais de Ciência e Tecnologia (ESCT), as visões sobre as tecnologias e os processos sociotécnicos presentes nas bases epistemológicas, metodológicas (teoria) e nas percepções dos pesquisadores (prática) das Ciências Comportamentais, explorando as similaridades e divergências entre teoria e prática. 

Os dados disponibilizados são aqueles que não permitem a identificação dos participantes da pesquisa.
DOI: 10.5281/zenodo.15083476
title: DADOS DA DISSERTAÇÃO "CIÊNCIAS COMPORTAMENTAIS EM AÇÃO À LUZ DOS ESTUDOS SOCIAIS DE CIÊNCIA E TECNOLOGIA (ESCT)"

description: Este estudo busca identificar e analisar, à luz dos Estudos Sociais de Ciência e Tecnologia (ESCT), as visões sobre as tecnologias e os processos sociotécnicos presentes nas bases epistemológicas, metodológicas (teoria) e nas percepções dos pesquisadores (prática) das Ciências Comportamentais, explorando as similaridades e divergências entre teoria e prática. 

Os dados disponibilizados são aqueles que não permitem a identificação dos participantes da pesquisa.
DOI: 10.17632/y2g5rp4vhm.1
title: From Methodological Skepticism to Credibility: Advances and Debates around the "Scientificity" of Qualitative Analysis

description: In this essay we critically analyze the methodological and epistemological assumptions of qualitative data analysis. We develop the analysis taking into account the most popular approaches to qualitative analysis in academia and their theoretical implications, as well as criticisms sustained from neopositivist positions.

Our thesis is based on the methodological and epistemological utility of the systematic skeptical approach as a critical and constant questioning of qualitative findings to certify the conclusions of qualitative research.

We develop an epistemological-methodological analysis of the systematic skeptical approach and detail its value for the scientific legitimacy of largely qualitative studies, taking into account its relevance for evaluating the quality and validity of qualitative findings.

We delve into key issues of qualitative analysis such as validity, reliability and objectivity. We discuss the challenges of demonstrating these qualities in a largely qualitative approach versus a quantitative one. We conclude by highlighting the importance of the systematic skeptical approach and how it is key to granting scientific legitimacy to qualitative data analysis.
DOI: 10.15468/dl.ccff3w
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-82.9678 34.59534,-80.86854 32.07383,-79.52506 32.60146,-78.69844 33.7084,-80.06552 34.9864,-82.02222 34.92086,-82.59514 35.08137,-83.06398 34.7927,-82.9678 34.59534))",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)",
 "Year 2024-2025"
 ]
}

 The dataset includes 137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000386-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4gbjp9sn98
title: Intra-tumoral microbial community signature of hepatocellular carcinoma early recurrence

description: The dataset contains a discovery cohort and multi-omics sequencing aiming to investigate the intra-tumoral microbiome and their metabolic characteristics in HCC recurrence patients, which might be proposed as new potential therapeutic targets and treatment strategy for HCC early recurrence.
DOI: 10.17632/4gbjp9sn98.1
title: Intra-tumoral microbial community signature of hepatocellular carcinoma early recurrence

description: The dataset contains a discovery cohort and multi-omics sequencing aiming to investigate the intra-tumoral microbiome and their metabolic characteristics in HCC recurrence patients, which might be proposed as new potential therapeutic targets and treatment strategy for HCC early recurrence.
DOI: 10.17632/58k7zpwt84.1
title: Uganda Healthcare Facilities' Features and Services

description: All the healthcare facilites in this dataset were collected from the MOH 2018 list of Uganda healthcare facilites (https://library.health.go.ug/sites/default/files/resources/National%20Health%20Facility%20MasterLlist%202017.pdf) Additional features were scraped using the Google Maps API and additionally from some of the websites of the healthcare facilities themselves. The dataset can help in understanding the healthcare structure of Uganda. The dataset collection was facilitated by Pollicy Data Institute, more about Pollicy can be found here https://pollicy.org/
DOI: 10.17632/58k7zpwt84.2
title: Uganda Healthcare Facilities' Features and Services

description: All the healthcare facilites in this dataset were collected from the MOH 2018 list of Uganda healthcare facilites (https://library.health.go.ug/sites/default/files/resources/National%20Health%20Facility%20MasterLlist%202017.pdf) Additional features were scraped using the Google Maps API and additionally from some of the websites of the healthcare facilities themselves. The dataset can help in understanding the healthcare structure of Uganda. The dataset collection was facilitated by Pollicy Data Institute, more about Pollicy can be found here https://pollicy.org/

Disclaimer

This dataset is intended solely for research purposes. It has not been validated in any way and serves only as a baseline for developing healthcare recommendation systems.
DOI: 10.15468/dl.8x9ptu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carpodacus synoicus synoicus"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000387-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usa9wt
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.90846 36.86059,-6.1301 36.86059,-6.1301 42.16603,-9.90846 42.16603,-9.90846 36.86059))",
 "TaxonKey is Globularia alypum L.",
 "Year 1975-2025"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000388-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj5a8p
title: Occurrence Download

description: A dataset containing 1279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Tangara fastuosa (R.Lesson, 1831)"
 ]
}

 The dataset includes 1279 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000389-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8fkpz
title: Occurrence Download

description: A dataset containing 24833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Tangara cyanocephala (P.L.S.Müller, 1776)"
 ]
}

 The dataset includes 24833 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000390-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7fnbdfdrbb
title: Supplementary Materials for Reviewers

description: The present dataset comprises supplementary materials for the study "Retrospective analysis of post-marketing safety data for bimekizumab: A real-world pharmacovigilance study". These materials include additional tables and figures that provide detailed data and methodological information in support of the analysis.

Supplementary Materials
Figures:
Supplementary Figure 1. Signal detection of AEs related to bimekizumab.
Supplementary Figure 2. Time-to-onset of bimekizumab-related adverse events and comparison of cumulative incidence between patients with serious and non-serious outcomes. (A) Time-to-onset of bimekizumab-related AEs based on 381 reports. (B) Time-to-onset of bimekizumab-related AEs in patients with serious outcomes (325 reports). (C) Time-to-onset of bimekizumab-related AEs in patients with non-serious outcomes (56 reports). (D) The cumulative incidence of adverse events differed significantly between patients with serious and non-serious outcomes following bimekizumab treatment (log-rank test, P = 0.031).
Supplementary Figure 3. All positive signals at the PT level based on serious/non-serious outcomes in patients.
Supplementary Figure 4. Volcano plots illustrate all positive PT signals associated with bimekizumab across different stratifications, including risk signals related to gender (A), age (B), body weight (C), and reporter type (D).
Supplementary Figure 5. Analyze the risk differences of positive signals across different populations: (A) gender differences; (B) age differences; (C) weight differences; (D) reporter differences.
Supplementary Figure 6. Cumulative incidence of adverse events across subgroups. No significant differences in the cumulative incidence of adverse events were observed across gender (A), age (B), weight (B), or reporter (D) in bimekizumab-treated patients (log-rank test, P &gt; 0.05).
Supplementary Figure 7. A comprehensive summary of all positive signals at the PT level was provided when reporting secukinumab as a comparator for bimekizumab.

Tables:
Supplementary Table 1. Four major algorithms used for signal detection.
Supplementary Table 2. A rating scale assessing clinical priority of disproportionality signals.
DOI: 10.17632/7fnbdfdrbb.1
title: Supplementary Materials for Reviewers

description: The present dataset comprises supplementary materials for the study "Retrospective analysis of post-marketing safety data for bimekizumab: A real-world pharmacovigilance study". These materials include additional tables and figures that provide detailed data and methodological information in support of the analysis.

Supplementary Materials
Figures:
Supplementary Figure 1. Signal detection of AEs related to bimekizumab.
Supplementary Figure 2. Time-to-onset of bimekizumab-related adverse events and comparison of cumulative incidence between patients with serious and non-serious outcomes. (A) Time-to-onset of bimekizumab-related AEs based on 381 reports. (B) Time-to-onset of bimekizumab-related AEs in patients with serious outcomes (325 reports). (C) Time-to-onset of bimekizumab-related AEs in patients with non-serious outcomes (56 reports). (D) The cumulative incidence of adverse events differed significantly between patients with serious and non-serious outcomes following bimekizumab treatment (log-rank test, P = 0.031).
Supplementary Figure 3. All positive signals at the PT level based on serious/non-serious outcomes in patients.
Supplementary Figure 4. Volcano plots illustrate all positive PT signals associated with bimekizumab across different stratifications, including risk signals related to gender (A), age (B), body weight (C), and reporter type (D).
Supplementary Figure 5. Analyze the risk differences of positive signals across different populations: (A) gender differences; (B) age differences; (C) weight differences; (D) reporter differences.
Supplementary Figure 6. Cumulative incidence of adverse events across subgroups. No significant differences in the cumulative incidence of adverse events were observed across gender (A), age (B), weight (B), or reporter (D) in bimekizumab-treated patients (log-rank test, P &gt; 0.05).
Supplementary Figure 7. A comprehensive summary of all positive signals at the PT level was provided when reporting secukinumab as a comparator for bimekizumab.

Tables:
Supplementary Table 1. Four major algorithms used for signal detection.
Supplementary Table 2. A rating scale assessing clinical priority of disproportionality signals.
DOI: 10.17632/5jk4bm7x5v.1
title: Dataset about stock fundamentals and later stock price increases in a four-year period

description: This dataset includes information about company stock fundamentals in 2021 and the stock price increase percentage in a four-years period (i.e. in 2025).
This dataset was automatically obtained through Yahoo Finance and some basic algorithms.
For now, the fundamentals include Price to Earning Ratio (PER) (also known as P/E ratio) and net margin(%). For now, we have considered separately the companies from NASDAQ-100 and SP500 indexes.
DOI: 10.15468/dl.36apjy
title: Occurrence Download

description: A dataset containing 10779 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tangara cyanoventris (Vieillot, 1819)"
 ]
}

 The dataset includes 10779 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000391-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15083572
title: Plasma metabolites of 30 bird species during active migratory endurance flight

description: Plasma metabolites of the fat-, protein and carbohydrate metabolism were analysed in 30 species of migrant passerines on a Swiss Alpine pass, Col de Bretolet. Birds were caught in high mist nets out of their flight; hence the plasma metabolites reflect the metabolism of a flying, fasting bird. The metabolic profile was compared with post-flight birds held in a cloth bag for at least 1 hour.
DOI: 10.15468/dl.fcwhs7
title: Occurrence Download

description: A dataset containing 1839 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monilinia fructigena (Pers.) Honey"
 ]
}

 The dataset includes 1839 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000392-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.