cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17671224
title: Wearable Sensor Dataset for Human Activity Recognition: Household Chores, Stairs, and Physiological Metrics

description: This dataset contains raw sensor data collected from a wrist-worn wearable device aimed at Human Activity Recognition (HAR). The primary focus of this collection is to distinguish between complex Activities of Daily Living (ADLs), specifically household chores and stair climbing, utilizing physiological and kinematic signals.

Participants and Folder Structure

The dataset is organized into folders corresponding to each participant. The naming convention for the folders is G-ID, where G indicates gender and ID is the participant number.



M: Male (e.g., M-01, M-02...)

F: Female (e.g., F-01, F-02...)


Each folder contains the sensor data files for that specific individual.

Data Files and Format

The archive contains .csv and .txt files. Unless otherwise specified, the .csv files follow this format:



Row 1: Initial time of the session (Unix timestamp in UTC).

Row 2: Sample rate (Hz).


File Dictionary



ACC.csv: 3-axis accelerometer data.



The sensor measures acceleration in the range [-2g, 2g].

Unit: 1/64g.

Columns: X, Y, Z axes respectively.



BVP.csv: Data from the photoplethysmograph (PPG).

EDA.csv: Electrodermal activity sensor data.



Unit: Microsiemens (μS).



TEMP.csv: Temperature sensor data.



Unit: Degrees Celsius (°C).



HR.csv: Average heart rate extracted from the BVP signal.

IBI.csv: Inter-beat intervals (Time between individual heart beats) extracted from BVP.



Note: No sample rate row.

Column 1: Time of the detected IBI (seconds from the start of the session).

Column 2: Duration of the IBI (seconds).



tags.csv: Event mark times.



Corresponds to a physical button press on the device.

Format: Unix timestamp in UTC, synchronized with the session start time.



tags_activity.csv: Labels for the activities performed.



r: rest / er: end rest

d: drawing / ed: end drawing

st: standing

sit: sitting / esit: end sitting

wd: washing dishes / ewd: end washing dishes

wp: wiping floor / ewp: end wiping floor

ws: walking at slow pace

wr: walking at regular pace

wf: walking at fast pace / ewf: end walking fast

us: going upstairs / eus: end going upstairs

ds: going downstairs / eds: end going downstairs

end: end of all activities



age.txt: The age (in years) of the participant.


Compliance With Ethical Standards 

All participants provided informed consent prior to data collection, and confidentiality was maintained throughout the study by anonymizing all personal data. The research protocol was approved by the Ethics Committee of the University of Granada (approval number 4400/CEIH/2024) and was conducted according to the principles of the Declaration of Helsinki.
description: Grant PID2023-149185OB-I00 project funded by MICIU/AEI/10.13039/501100011033 and co-funded by ERDF/EU; project C-SEJ-128-UGR23 funded by Consejería de Universidad, Investigación e Innovación and by ERDF Andalusia Program 2021–2027.
DOI: 10.15468/dl.vea9ak
title: Occurrence Download

description: A dataset containing 258524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((47.04918 -17.99363,51.64138 -17.99363,51.64138 -11.51736,47.04918 -11.51736,47.04918 -17.99363))",
 "HasGeospatialIssue is false",
 "Month is one of (October, November, December)",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 258524 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002183-251120083545085/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.30675563.v1
title: Minimal dataset for:Impact of COVID-19 on Walking Practices: Policy Insights for Promoting Urban Health and Physical Activity Resilience

description: This dataset contains anonymized individual- and community-level data used to analyze changes in walking practice among adults (≥19 years) living in Busan, South Korea, before (2018–2019) and after (2020–2021) the COVID-19 pandemic. Individual-level variables were derived from the Korea Community Health Survey (CHS) and include socio-demographic characteristics, health behaviors, health status, and subjective perceptions of the neighborhood environment. Community-level variables were constructed by linking administrative and open-government data on urban parks, pedestrian paths, public and private sports facilities, and social network difficulty at the district level. The binary outcome variable indicates whether respondents met the CHS definition of “walking practice” (≥30 minutes of walking per day on ≥5 days in the past week). All direct personal identifiers have been removed, and districts are coded with anonymized identifiers.
DOI: 10.6084/m9.figshare.30675563
title: Minimal dataset for:Impact of COVID-19 on Walking Practices: Policy Insights for Promoting Urban Health and Physical Activity Resilience

description: This dataset contains anonymized individual- and community-level data used to analyze changes in walking practice among adults (≥19 years) living in Busan, South Korea, before (2018–2019) and after (2020–2021) the COVID-19 pandemic. Individual-level variables were derived from the Korea Community Health Survey (CHS) and include socio-demographic characteristics, health behaviors, health status, and subjective perceptions of the neighborhood environment. Community-level variables were constructed by linking administrative and open-government data on urban parks, pedestrian paths, public and private sports facilities, and social network difficulty at the district level. The binary outcome variable indicates whether respondents met the CHS definition of “walking practice” (≥30 minutes of walking per day on ≥5 days in the past week). All direct personal identifiers have been removed, and districts are coded with anonymized identifiers.
DOI: 10.5281/zenodo.17671687
title: ACEM 9896 - supplementary data
DOI: 10.5281/zenodo.17671686
title: ACEM 9896 - supplementary data
DOI: 10.15468/dl.dgmnww
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aloina ambigua",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "CoordinateUncertaintyInMeters is less than or equal to 30",
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002198-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17671633
title: Theoretical Foundations and Interdisciplinary Convergence of Society 5.0: A Comprehensive Bibliometric Analysis (2017–2024)

description: This dataset accompanies the article “Theoretical Foundations and Interdisciplinary Convergence of Society 5.0 for Sustainable Development”, which investigates whether Society 5.0 is a genuinely novel paradigm or a synthesis of long-standing scientific traditions. The uploaded file contains a full Scopus export (2017–2024) used for the bibliometric analysis, including metadata for 790 documents retrieved through targeted queries.

The dataset supports the empirical results presented in the article and includes:





complete bibliographic records from Scopus;




author information, affiliations, keywords and references;




data used for performance analysis, keyword co-occurrence, temporal evolution, and cited-reference chronology;




material processed with VOSviewer and Bibliometrix (R package).



The publication demonstrates that Society 5.0 has deep intellectual roots in systems theory, cybernetics, information society research, innovation studies, socio-technical transitions, and sustainability science. The data enable full reproducibility of the study’s results and offer a foundation for future research on human-centred digital transformation and sustainable development.
DOI: 10.5281/zenodo.17671634
title: Theoretical Foundations and Interdisciplinary Convergence of Society 5.0: A Comprehensive Bibliometric Analysis (2017–2024)

description: This dataset accompanies the article “Theoretical Foundations and Interdisciplinary Convergence of Society 5.0 for Sustainable Development”, which investigates whether Society 5.0 is a genuinely novel paradigm or a synthesis of long-standing scientific traditions. The uploaded file contains a full Scopus export (2017–2024) used for the bibliometric analysis, including metadata for 790 documents retrieved through targeted queries.

The dataset supports the empirical results presented in the article and includes:





complete bibliographic records from Scopus;




author information, affiliations, keywords and references;




data used for performance analysis, keyword co-occurrence, temporal evolution, and cited-reference chronology;




material processed with VOSviewer and Bibliometrix (R package).



The publication demonstrates that Society 5.0 has deep intellectual roots in systems theory, cybernetics, information society research, innovation studies, socio-technical transitions, and sustainability science. The data enable full reproducibility of the study’s results and offer a foundation for future research on human-centred digital transformation and sustainable development.
DOI: 10.18150/pkxmwy
title: Zbiór danych wykorzystanych do opracowania artykułu: The Gdańsk Builder Bartel Ranisch (1648–1710?): New Research on His Biography and Architectural Activity

description: ENThe deposited dataset provides supplementary material for the article and includes visual and documentary sources related to the biography and architectural activity of the Gdańsk builder Bartel Ranisch (1648–1710?). The dataset encompasses photographs of buildings attributed to Ranisch, details of architectural elements, and selected scans of archival documents referenced in the text.The article presents newly uncovered biographical data and a revised list of works attributed to Ranisch, active in the late 17th and early 18th century in Gdańsk. The visual material supports the analysis of his architectural style, the identification of his documented commissions, and contextual comparisons within the Northern European architectural milieu. The inclusion of historical documents serves to illustrate the evidentiary basis for new attributions and biographical insights. The dataset functions both as a visual supplement to the argumentation and as documentation of the material evidence underpinning the study.PLZdeponowany zbiór danych stanowi materiał uzupełniający do artykułu i obejmuje źródła wizualne oraz dokumentacyjne związane z biografią i działalnością architektoniczną gdańskiego budowniczego Bartla Ranischa (1648–1710?). Zbiór zawiera fotografie budowli przypisywanych Ranischowi, detale architektoniczne oraz wybrane skany dokumentów archiwalnych przywołanych w tekście.Artykuł przedstawia nowe ustalenia biograficzne oraz zrewidowany katalog realizacji Ranischa, działającego w Gdańsku pod koniec XVII i na początku XVIII wieku. Materiał wizualny wspiera analizę jego stylu architektonicznego, identyfikację udokumentowanych zleceń oraz umożliwia porównania kontekstowe w ramach północnoeuropejskiej architektury tego okresu. Zestawienie dokumentów historycznych ilustruje źródłowe podstawy nowych atrybucji oraz informacji biograficznych. Zbiór pełni funkcję zarówno ilustracyjną wobec argumentacji zawartej w artykule, jak i dokumentacyjną dla materialnych podstaw badań.
DOI: 10.34740/kaggle/dsv/13817314
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.7asmsd
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strelitziana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 720 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002199-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96nbk8
title: Occurrence Download

description: A dataset containing 72340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron ponticum"
 ]
}

 The dataset includes 72340 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002181-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2adzk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllostachys prominens"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002200-251120083545085/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.cc2n2vcz
title: CCDC 2445601: Experimental Crystal Structure Determination

description: Related Article: Zengping Wang, Xiaofang Zhai, Pengtao Bai, Li Fang, Shaojun Zheng, Jiajia Zhao, Fu Yang, Chen Xu, Heng Song|2025|Green Chemistry|27|13427|doi:10.1039/d5gc03649f
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.cc2n2vg2
title: CCDC 2445604: Experimental Crystal Structure Determination

description: Related Article: Zengping Wang, Xiaofang Zhai, Pengtao Bai, Li Fang, Shaojun Zheng, Jiajia Zhao, Fu Yang, Chen Xu, Heng Song|2025|Green Chemistry|27|13427|doi:10.1039/d5gc03649f
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.cc2n2vh3
title: CCDC 2445605: Experimental Crystal Structure Determination

description: Related Article: Zengping Wang, Xiaofang Zhai, Pengtao Bai, Li Fang, Shaojun Zheng, Jiajia Zhao, Fu Yang, Chen Xu, Heng Song|2025|Green Chemistry|27|13427|doi:10.1039/d5gc03649f
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.cc2n2vk5
title: CCDC 2445607: Experimental Crystal Structure Determination

description: Related Article: Zengping Wang, Xiaofang Zhai, Pengtao Bai, Li Fang, Shaojun Zheng, Jiajia Zhao, Fu Yang, Chen Xu, Heng Song|2025|Green Chemistry|27|13427|doi:10.1039/d5gc03649f
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.cc2n2vvg
title: CCDC 2445616: Experimental Crystal Structure Determination

description: Related Article: Zengping Wang, Xiaofang Zhai, Pengtao Bai, Li Fang, Shaojun Zheng, Jiajia Zhao, Fu Yang, Chen Xu, Heng Song|2025|Green Chemistry|27|13427|doi:10.1039/d5gc03649f
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.cc2npsv0
title: CCDC 2463813: Experimental Crystal Structure Determination

description: Related Article: Zengping Wang, Xiaofang Zhai, Pengtao Bai, Li Fang, Shaojun Zheng, Jiajia Zhao, Fu Yang, Chen Xu, Heng Song|2025|Green Chemistry|27|13427|doi:10.1039/d5gc03649f
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: 10.15468/dl.asukzc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aloina brevirostris",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "CoordinateUncertaintyInMeters is less than or equal to 30",
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002201-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smaxw3
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elasmopalpus lignosella",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 173 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002202-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5hkhj
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moristroma",
 "HasCoordinate is true"
 ]
}

 The dataset includes 137 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002203-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8krdv
title: Occurrence Download

description: A dataset containing 4865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Phylloscopus castaniceps",
 "Year 2024-2025"
 ]
}

 The dataset includes 4865 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002204-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27uhsv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aloina rigida",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "CoordinateUncertaintyInMeters is less than or equal to 30",
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002205-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q67q3e
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coccodinium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002206-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sz3x3p
title: Occurrence Download

description: A dataset containing 65542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malacalcyonacea",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "OccurrenceStatus is Present",
 "Geometry POLYGON ((-36.39403675661231 84.73835423927648, -36.39403675661231 11.146352749935545, -13.906729959262805 11.343880561496235, -6.376497939989747 33.31400176165954, -6.346145610641429 38.06503945087297, 11.037618137472236 52.207575394984815, 29.05136669308905 52.83328517409882, 43.084770536523365 53.256883560873234, 42.773815884711894 85.0033094321106, -36.39403675661231 84.73835423927648))"
 ]
}

 The dataset includes 65542 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002171-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpkpch
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amblyodon dealbatus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "CoordinateUncertaintyInMeters is less than or equal to 30",
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002207-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6zmd8
title: Occurrence Download

description: A dataset containing 4355144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Geometry POLYGON((5.04422 51.59201,5.88324 51.59201,5.88324 52.32281,5.04422 52.32281,5.04422 51.59201))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1925-2025"
 ]
}

 The dataset includes 4355144 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002185-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.