cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/f99a6179-0040-443c-aa3b-2f489814a368
title: Deep geothermal potential areas in the UK, version 2

description: This shapefile shows polygons where there is favourable geology for deep geothermal exploration in the UK and for the sedimentary basins, the areas have been considered in more detailed geothermal studies. Known areas of sedimentary basins or productive aquifers have been excluded, where they have not yet been evaluated for geothermal potential at any level of detail. 
The areas included are the whole sedimentary basin extents, or extents of granitic intrusions, as opposed to the smaller areas with heat-in-place or proved, recoverable resources over certain temperatures and depths. 
Coordinate Reference System is British National Grid. Northern Ireland data is also presented in British National Grid because of the UK extent of the information. Additional columns are as required to be supplied for inclusion in the GSEU project (https://www.geologicalservice.eu/). These include a ‘Geothermal Play Code’, ‘Geothermal Play Type’ ‘Plate Tectonic Setting’ ‘Geologic Habitat’ and ‘Geological Controls’ fields following the classification scheme of Moeck, I. S. (2014, Catalog of geothermal play types based on geologic controls. Renewable and Sustainable Energy Reviews, 37, 867-882). Additional fields have been added for BGS for classification, colouring up.
DOI: 10.15468/dl.8m32nh
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepanthes avis Rchb.f."
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033546-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26354221.v4
title: RAW Dataset (Student Motivation & Group Dynamic)

description: <b>Files:</b><br><b>RAW Data_Students Motivation </b><b>(In English)</b><b>RAW Data_</b><b>Group Dynamic </b><b>(In English)</b>
DOI: 10.5281/zenodo.12798817
title: LLM Crowd Forecasting
DOI: 10.5281/zenodo.12798818
title: LLM Crowd Forecasting
DOI: 10.15468/dl.kwgwrz
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is izeltlabuak.hu observations validated to species level",
 "TaxonKey is Saturnia pyri (Denis & Schiffermüller), 1775",
 "Year 2024-2024"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033549-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfm4s6
title: Occurrence Download

description: A dataset containing 1386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lindera sericea (Siebold & Zucc.) Blume",
 "Year 1950-2024"
 ]
}

 The dataset includes 1386 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033548-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12798889
title: 2D/3D Visualization Study for Microservice Systems

description: This dataset contains:



The Visualization Models PoC Source Code.

Tools' Screenshots.

Protocol Material.

Study Data Collection and results.
DOI: 10.5281/zenodo.12798890
title: 2D/3D Visualization Study for Microservice Systems

description: This dataset contains:



The Visualization Models PoC Source Code.

Tools' Screenshots.

Protocol Material.

Study Data Collection and results.
DOI: 10.15468/dl.tx85wf
title: Occurrence Download

description: A dataset containing 20588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fagus crenata Blume"
 ]
}

 The dataset includes 20588 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033551-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.st2y3x
title: Occurrence Download

description: A dataset containing 3846 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis sieboldii (Makino) Hatus."
 ]
}

 The dataset includes 3846 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033552-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jnxtu
title: Occurrence Download

description: A dataset containing 13746 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus crispula Vuk."
 ]
}

 The dataset includes 13746 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033553-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5283/epub.58384
title: Data archive of "Sliding friction over single covalent bonds increases with bond order"

description: Experimental raw data for the dissipation over single chemical bonds.
DOI: 10.21227/44dv-h566
title: Triple Modal Signature (TMS) dataset

description: This is a handwritten Chinese signatures dataset including offline images, online sequences and hand videos. The TMS dataset consists of 50 writers, each contributing 10 multimodal genuine signatures and 10 people have additional 10 forgeries.The dataset includes 60 subfiles (each for an individual writer) and a python file which processes the data. The name of forgery signature file starts with "F_". Each subfile includes 10 static images, 10 dynamic sequences and 10 videos.(1) Images are in size of 1278×798 with RGBA channel, and stored in PNG format.(2) Raw features of sequences include coordinate x and y, pressure p, time gap t (in milliseconds) and pen status s, composing the time sequence and stored in JSON format. The max horizontal and vertical coordinates are 1600 and 1000 respectively. The value s = 0, 1, 2 means pen-down, moving and pen-up respectively.(3) Videos record the entire process of writing, stored in MP4 format with frame size of 640×480 and rate of 25 frames per second.
DOI: 10.15468/dl.jwgsv3
title: Occurrence Download

description: A dataset containing 82931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erinaceus Linnaeus, 1758",
 "Year 2014-2024"
 ]
}

 The dataset includes 82931 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033555-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nmpa9
title: Occurrence Download

description: A dataset containing 2111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabis stelleri DC."
 ]
}

 The dataset includes 2111 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033556-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajjgcc
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Bos javanicus d'Alton, 1823"
 ]
}

 The dataset includes 151 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033557-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12699144
title: TIMCI Senegal pre-post dataset

description: This dataset contains data from the TIMCI (Tools for Integrated Management of Childhood Illness) quasi-experimental pre-post study in Senegal (NCT05065320), which was conducted by the Cheikh Anta Diop University of Dakar (UCAD) in collaboration with the Swiss Tropical & Public Health Institute (Swiss TPH). Data were collected with ODK between August 16, 2021 and March 31, 2023 (19,5 months) in 20 facilities.

To request access to this dataset:



Contact the TIMCI consortium directly

Clearly state your intended purpose for data analysis


When using the data, please ensure proper attribution
DOI: 10.5281/zenodo.12798981
title: TIMCI Senegal pre-post dataset

description: This dataset contains data from the TIMCI (Tools for Integrated Management of Childhood Illness) quasi-experimental pre-post study in Senegal (NCT05065320), which was conducted by the Cheikh Anta Diop University of Dakar (UCAD) in collaboration with the Swiss Tropical & Public Health Institute (Swiss TPH). Data were collected with ODK between August 16, 2021 and March 31, 2023 (19,5 months) in 20 facilities.

To request access to this dataset:



Contact the TIMCI consortium directly

Clearly state your intended purpose for data analysis


When using the data, please ensure proper attribution
DOI: 10.6084/m9.figshare.26311348
title: SkinCAP Annotations v240715

description: SkinCAP Annotations v240715
DOI: 10.6084/m9.figshare.26311348.v1
title: SkinCAP Annotations v240715

description: SkinCAP Annotations v240715
DOI: 10.15468/dl.sy977r
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Peucedanum praeruptorum Dunn",
 "Year 1980-2024"
 ]
}

 The dataset includes 104 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033558-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12789759
title: SDFA: A high-performance fundamental framework for standardized and precise analysis of structural variants in population genomic

description: This dataset includes the two datasets used in SDFA study.
DOI: 10.15468/dl.ksfrpn
title: Occurrence Download

description: A dataset containing 317525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capreolus Gray, 1821",
 "Year 2000-2024"
 ]
}

 The dataset includes 317525 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033550-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57k8uv
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Mastixia Blume"
 ]
}

 The dataset includes 184 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033560-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12798933
title: Patient Doctor Q&A TR 321179

description: # Patient Doctor Q&A TR 321179 Veri SetiPatient Doctor Q&A TR 321179 veri seti, [**Patient Doctor Q&A TR 19583**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-qa-dataset-tr), [**Patient Doctor Q&A TR 167732**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-tr-167732), [**Patient Doctor Q&A TR 5695**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-translated-from-id-to-tr) ve  [**Patient Doctor Q&A TR 95588**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-tr-95588) veri setlerinin birleştirilmiş ve karıştırılmış halidir.

## Ana Özellikler:* İçerik: Çeşitli tıbbi konuları kapsayan hasta soruları ve doktor yanıtları.* Yapı: 2 sütun içerir: Soru, Cevap.* Dil: Türkçe.## Potansiyel Kullanım Alanları:* Tıbbi araştırmalar* Doğal Dil İşleme (NLP)* Tıbbi eğitim## Sınırlamalar:* Veri gizliliği endişeleri* Yanıt kalitesinde değişkenlik* Potansiyel önyargılar## Genel Değerlendirme:Patient Doctor Q&A TR 321179 veri seti, gerçek dünyadaki tıbbi iletişimi ve bilgi alışverişini anlamak için değerli bir kaynaktır. Türkçeye çevrilmiş bu veri seti, tıbbi araştırmalar ve eğitim için önemli bir kaynak olup, hasta ve doktor arasındaki iletişimi analiz etmek için kullanılabilir. Ancak, veri gizliliği ve yanıt kalitesindeki değişkenlik gibi sınırlamalar göz önünde bulundurulmalıdır.

Bu veri seti, araştırmacılara ve eğitimcilere, Türkçe tıbbi iletişim verilerini kullanarak daha derinlemesine analiz yapma ve doğal dil işleme tekniklerini uygulama fırsatı sunar.

# Patient Doctor Q&A TR 321179 DatasetThe Patient Doctor Q&A TR 321179 dataset is a combined and shuffled version of the [**Patient Doctor Q&A TR 19583**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-qa-dataset-tr), [**Patient Doctor Q&A TR 167732**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-tr-167732), [**Patient Doctor Q&A TR 5695**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-translated-from-id-to-tr), and  [**Patient Doctor Q&A TR 95588**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-tr-95588) datasets.

## Main Features:* Content: Patient questions and doctor answers covering various medical topics.* Structure: Contains 2 columns: Question, Answer.* Language: Turkish.## Potential Uses:* Medical research* Natural Language Processing (NLP)* Medical education## Limitations:* Data privacy concerns* Variability in answer quality* Potential biases## General Assessment:The Patient Doctor Q&A TR 321179 dataset is a valuable resource for understanding real-world medical communication and information exchange. This dataset, translated into Turkish, is an important resource for medical research and education, and can be used to analyze communication between patients and doctors. However, limitations such as data privacy and variability in answer quality should be considered.

This dataset offers researchers and educators the opportunity to conduct more in-depth analyses and apply natural language processing techniques using Turkish medical communication data.
DOI: 10.5281/zenodo.12798934
title: Patient Doctor Q&A TR 321179

description: # Patient Doctor Q&A TR 321179 Veri SetiPatient Doctor Q&A TR 321179 veri seti, [**Patient Doctor Q&A TR 19583**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-qa-dataset-tr), [**Patient Doctor Q&A TR 167732**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-tr-167732), [**Patient Doctor Q&A TR 5695**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-translated-from-id-to-tr) ve  [**Patient Doctor Q&A TR 95588**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-tr-95588) veri setlerinin birleştirilmiş ve karıştırılmış halidir.

## Ana Özellikler:* İçerik: Çeşitli tıbbi konuları kapsayan hasta soruları ve doktor yanıtları.* Yapı: 2 sütun içerir: Soru, Cevap.* Dil: Türkçe.## Potansiyel Kullanım Alanları:* Tıbbi araştırmalar* Doğal Dil İşleme (NLP)* Tıbbi eğitim## Sınırlamalar:* Veri gizliliği endişeleri* Yanıt kalitesinde değişkenlik* Potansiyel önyargılar## Genel Değerlendirme:Patient Doctor Q&A TR 321179 veri seti, gerçek dünyadaki tıbbi iletişimi ve bilgi alışverişini anlamak için değerli bir kaynaktır. Türkçeye çevrilmiş bu veri seti, tıbbi araştırmalar ve eğitim için önemli bir kaynak olup, hasta ve doktor arasındaki iletişimi analiz etmek için kullanılabilir. Ancak, veri gizliliği ve yanıt kalitesindeki değişkenlik gibi sınırlamalar göz önünde bulundurulmalıdır.

Bu veri seti, araştırmacılara ve eğitimcilere, Türkçe tıbbi iletişim verilerini kullanarak daha derinlemesine analiz yapma ve doğal dil işleme tekniklerini uygulama fırsatı sunar.

# Patient Doctor Q&A TR 321179 DatasetThe Patient Doctor Q&A TR 321179 dataset is a combined and shuffled version of the [**Patient Doctor Q&A TR 19583**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-qa-dataset-tr), [**Patient Doctor Q&A TR 167732**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-tr-167732), [**Patient Doctor Q&A TR 5695**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-translated-from-id-to-tr), and  [**Patient Doctor Q&A TR 95588**](https://www.kaggle.com/datasets/kaayra2000/patient-doctor-q-and-a-tr-95588) datasets.

## Main Features:* Content: Patient questions and doctor answers covering various medical topics.* Structure: Contains 2 columns: Question, Answer.* Language: Turkish.## Potential Uses:* Medical research* Natural Language Processing (NLP)* Medical education## Limitations:* Data privacy concerns* Variability in answer quality* Potential biases## General Assessment:The Patient Doctor Q&A TR 321179 dataset is a valuable resource for understanding real-world medical communication and information exchange. This dataset, translated into Turkish, is an important resource for medical research and education, and can be used to analyze communication between patients and doctors. However, limitations such as data privacy and variability in answer quality should be considered.

This dataset offers researchers and educators the opportunity to conduct more in-depth analyses and apply natural language processing techniques using Turkish medical communication data.
DOI: 10.15468/dl.cfdehc
title: Occurrence Download

description: A dataset containing 2599218493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2599218493 records from 41989 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033318-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3x8ruh
title: Occurrence Download

description: A dataset containing 1098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine diphylla (Michx.) A.W.Wood",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 1098 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269051-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2r63h
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pipistrellus maderensis (Dobson, 1878)"
 ]
}

 The dataset includes 178 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0353257-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmy3ac
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tetracentron sinense Oliv."
 ]
}

 The dataset includes 394 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053424-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkrupa
title: Occurrence Download

description: A dataset containing 406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine douglassii Britton",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 406 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269053-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z9va2
title: Occurrence Download

description: A dataset containing 1065 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Furcifer pardalis (Cuvier, 1829)"
 ]
}

 The dataset includes 1065 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166446-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gtrxc
title: Occurrence Download

description: A dataset containing 2341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus sericeus Pursh",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2341 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058098-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72qj8d
title: Occurrence Download

description: A dataset containing 185130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus L."
 ]
}

 The dataset includes 185130 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266421-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yswdt
title: Occurrence Download

description: A dataset containing 97302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Réunion",
 "Geometry POLYGON((54.24060 -22.83712,57.23201 -22.83712,57.23201 -20.74499,54.24060 -20.74499,54.24060 -22.83712))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 97302 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061311-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgkx2b
title: Occurrence Download

description: A dataset listing the 10475 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset's 10475 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266542-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.