cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29146292.v7
title: Supplementary Material for review (Revealing the co-occurrence patterns of the group emotions from social media data)

description: <b>For detailed introduction, please download the zip and read the README.docx file</b>This document is the reproducibility instruction for “<b>Revealing the co-occurrence patterns of the group emotions from social media data</b>”.This document provides a detailed explanation of how to reproduce all experimental results, figures and tables presented in the paper, and the key indicators in the abstract by using the shared datasets and source code. The aim is to ensure full reproducibility of the study.Directory Structure after Extraction or Cloning:├── code/ # Scripts for data processing and modelling├── data/ # Raw and intermediate datasets├── results/ # Output results├── README.docx # instructions├── README.md # instructions└── requirement.txt # requirement instructionsCitation for data source:<br>Liu, Z. et al. (2024). <i>Shifting sentiments: analyzing public reaction to COVID-19 containment policies in Wuhan and Shanghai through Weibo data</i>. Humanities and Social Sciences Communications, 11, 1104.<b>Notes and Recommendations:</b>Path Handling: All scripts use relative paths; no modification is necessary.Environment Check: Ensure the Python environment is correctly configured to avoid dependency issues.First-Time Use: It is recommended to run and debug each script step-by-step to better understand the logic.Code Annotations: All scripts are well-commented to facilitate review and modification.<br>
DOI: 10.15468/dl.fmh4dv
title: Occurrence Download

description: A dataset containing 286037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is Singapore",
 "Geometry POLYGON((85.85277 -5.75579,122.14723 -5.75579,122.14723 8.75579,98.82733 11.84665,85.85277 8.75579,85.85277 -5.75579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2023-2023"
 ]
}

 The dataset includes 286037 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053308-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfzm3c
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloe prinslooi"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053358-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17097749
title: An Interaction-Derived Graph Learning Framework for Scoring Protein-Peptide Complexes

description: Training set and test sets of GraphPep.
DOI: 10.5281/zenodo.17097750
title: An Interaction-Derived Graph Learning Framework for Scoring Protein-Peptide Complexes

description: Training set and test sets of GraphPep.
DOI: 10.15468/dl.42r3rv
title: Occurrence Download

description: A dataset containing 29108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Month is September",
 "Year 2025-2025"
 ]
}

 The dataset includes 29108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053357-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17099853
title: Questionnaire and Survey Results: Design and Technical Requirements for Data Trustees (Blinded)

description: This document presents the complete questionnaire and the aggregated survey results from an expert study on the design and technical requirements for data trustees. It includes Likert scale items, multiple-answer questions, and associated visualizations (bar charts) that illustrate the collective responses. This is the blinded version intended for the review process. After the blind review, an updated (authorized) version may be uploaded under the same DOI via Zenodo’s versioning system.
DOI: 10.15468/dl.jc8ns4
title: Occurrence Download

description: A dataset containing 16853 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solidago flexicaulis"
 ]
}

 The dataset includes 16853 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053356-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5v5skx
title: Occurrence Download

description: A dataset containing 2664 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pritchardia"
 ]
}

 The dataset includes 2664 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053361-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmdpnj
title: Occurrence Download

description: A dataset containing 29108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Month is September",
 "Year 2025-2025"
 ]
}

 The dataset includes 29108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053362-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns83u7
title: Occurrence Download

description: A dataset containing 1913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Byrsonima spicata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1913 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053359-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1135499
title: Digital Archive from an Archaeological Evaluation at Bore Hill Farm, Deverill Road, Warminster, Wiltshire, November 2022

description: This collection consists of site images and records, reports, and GIS data from an archaeological evaluation at Bore Hill Farm, Deverill Road, Warminster, Wiltshire. The works were conducted by Red River Archaeology in November 2022 prior to residential development. The evaluation results appear to indicate the site is low in archaeological activity, and the features present are representative of post-medieval to modern eras and of low significance.
DOI: 10.25574/45346
title: Chandra X-ray Observatory ObsId 45346
DOI: 10.15468/dl.ppgq78
title: Occurrence Download

description: A dataset containing 56735 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melampyrum arvense"
 ]
}

 The dataset includes 56735 records from 688 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053283-250827131500795/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.cc2k78lp
title: CCDC 2360482: Experimental Crystal Structure Determination

description: Related Article: Abhijeet Singh, Ravi P. Singh|2025|Org.Lett.|27|9130|doi:10.1021/acs.orglett.5c02342
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.cc2kx32p
title: CCDC 2380492: Experimental Crystal Structure Determination

description: Related Article: Jonghyeon Lee, Jooyeon Lee, Minwoo Kong, Jiwon Kang, Daeyeon Lee, Jeonghyo Lee, Min Kim, Houng Kang|2025|Org.Lett.|27|9195|doi:10.1021/acs.orglett.5c02740
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.cc2l2l8k
title: CCDC 2385768: Experimental Crystal Structure Determination

description: Related Article: Qiao Han, Hang Yu, Xingchun Wang, Xiao Li, Jiao Li, Qingqing Pan, Zhong-Min Su|2025|J.Mol.Struct.|1348|143543|doi:10.1016/j.molstruc.2025.143543
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.cc2l3h29
title: CCDC 2386630: Experimental Crystal Structure Determination

description: Related Article: Neeraj K. Sah, Krishna Kumar, Subrato Bhattacharya, Tanay Pramanik, Tanmoy Roy, Somenath Garai|2025|RSC Advances|15|28783|doi:10.1039/d5ra03549j
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.cc2l3h3b
title: CCDC 2386631: Experimental Crystal Structure Determination

description: Related Article: Neeraj K. Sah, Krishna Kumar, Subrato Bhattacharya, Tanay Pramanik, Tanmoy Roy, Somenath Garai|2025|RSC Advances|15|28783|doi:10.1039/d5ra03549j
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.cc2lp0t4
title: CCDC 2403486: Experimental Crystal Structure Determination

description: Related Article: Nai-Te Yao, Yun-Jia Shen, Yang Wu, Meng Qiu, Yang Yang, Yi-Ling Shang, Ye Zhang, Han-Yuan Gong|2025|Org.Lett.|27|9253|doi:10.1021/acs.orglett.5c02806
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.cc2lz3vk
title: CCDC 2412229: Experimental Crystal Structure Determination

description: Related Article: Aleksandr Sorvanov, Shubham Deolka, Eugene Khaskin, Robert R. Fayzullin, Serhii Vasylevskyi, Julia R. Khusnutdinova|2025|Angew.Chem.,Int.Ed.|64|e202509042|doi:10.1002/anie.202509042
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.cc2lz3wl
title: CCDC 2412230: Experimental Crystal Structure Determination

description: Related Article: Aleksandr Sorvanov, Shubham Deolka, Eugene Khaskin, Robert R. Fayzullin, Serhii Vasylevskyi, Julia R. Khusnutdinova|2025|Angew.Chem.,Int.Ed.|64|e202509042|doi:10.1002/anie.202509042
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.cc2lz3xm
title: CCDC 2412231: Experimental Crystal Structure Determination

description: Related Article: Aleksandr Sorvanov, Shubham Deolka, Eugene Khaskin, Robert R. Fayzullin, Serhii Vasylevskyi, Julia R. Khusnutdinova|2025|Angew.Chem.,Int.Ed.|64|e202509042|doi:10.1002/anie.202509042
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.baxybb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sarcocheilichthys parvus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053364-250827131500795/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2p6f2f
title: CCDC 2478824: Experimental Crystal Structure Determination

description: Related Article: Ismail Warad|2025|J.Mol.Struct.|1|1|
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.gbvtys
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Cenchrus setaceus"
 ]
}

 The dataset includes 226 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053368-250827131500795/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.30104062.v1
title: Auxiliary and validation data for SAGEA-fluid

description: Auxiliary and validation data for Project SAGEA-fluid at https://github.com/NCSGgroup/SAGEfA-fluid. Users can successfully run the demos provided by SAGEA-fluid by unzipping these data in the root directory.
DOI: 10.15468/dl.3phxed
title: Occurrence Download

description: A dataset containing 44606 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melampyrum nemorosum"
 ]
}

 The dataset includes 44606 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053363-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-20255
title: Minute book no. 20, AoG GB, OMC July 1963 - Nov. 1965

description: [description english/roman)] Assemblies of God [AoG] OMC minute book No. 20 including OMC annual statement, 42 pages of index followed by 208 pages of minutes. All matters relating to Assemblies of God [AoG] OMC council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.yep9f6
title: Occurrence Download

description: A dataset containing 1264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyclopterus lumpus Linnaeus, 1758"
 ]
}

 The dataset includes 1264 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016714-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-241479
title: ASU lotion report, COGIC, 1986

description: [description english/roman)] ASU lotion report, 1986. Lists Church of God in Christ jurisdictions, number of cases of lotion and and costs/revenue associated with each.
DOI: 10.15468/dl.cxap3y
title: Occurrence Download

description: A dataset containing 2917 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia angulata Jacq."
 ]
}

 The dataset includes 2917 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082017-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63yh4d
title: Occurrence Download

description: A dataset containing 1280 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuerna costalis (Fabricius, 1803)"
 ]
}

 The dataset includes 1280 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272508-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfwwf2
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calherodius leuconotus (Wagler, 1827))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016719-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242277
title: Emma F. Bradley Barron photograph album(s), ca.1926-1945

description: [description english/roman)] Emma F. Bradley Barron photograph album(s), ca.1926-1945. Includes 131 photographs of various people and places with a substantial portion from Texas in 1926. Most are unidentified.
DOI: 10.15468/dl.8obguk
title: Occurrence Download

description: A dataset containing 10686 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhipicephalus Koch, 1844"
 ]
}

 The dataset includes 10686 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005359-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242279
title: Emma F. Bradley Barron photograph album(s), ca.1926-1945

description: [description english/roman)] Emma F. Bradley Barron photograph album(s), ca.1926-1945. Includes 131 photographs of various people and places with a substantial portion from Texas in 1926. Most are unidentified.
DOI: 10.15468/dl.bpmn6f
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alstroemeria penduliflora M.C.Assis"
 ]
}

 The dataset includes 37 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016741-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snbhg3
title: Occurrence Download

description: A dataset containing 1214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.284 40.51154,3.38849 40.51154,3.38849 42.37573,0.284 42.37573,0.284 40.51154))",
 "TaxonKey is Vanellus vanellus (Linnaeus, 1758)",
 "Year is 2019"
 ]
}

 The dataset includes 1214 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141883-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242397
title: Emma F. Bradley Barron photograph album(s)?, ca.1900-1950

description: [description english/roman)] Emma F. Bradley Barron photograph album(s)?, ca.1900-1950. Includes 117 photographs of various people and places. All are unidentified.
DOI: 10.15468/dl.ztp1ms
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 1000-1950",
 "HasCoordinate is false",
 "TaxonKey is Pylodictis olivaris (Rafinesque, 1818)"
 ]
}

 The dataset includes 45 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005359-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ujt9n
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplotaxis varia Rustan"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148107-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-241823
title: COGIC Department of Women executives and committees, ca.1994-1997

description: [description english/roman)] Church of God in Christ Department of Women executives and committees, ca.1994-1997.
DOI: 10.15468/dl.hbsdqk
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Solenopsis geminata (Fabricius, 1804)"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016685-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242223
title: Emma F. Bradley Barron photograph album(s), ca.1926-1945

description: [description english/roman)] Emma F. Bradley Barron photograph album(s), ca.1926-1945. Includes 131 photographs of various people and places with a substantial portion from Texas in 1926. Most are unidentified.
DOI: 10.15468/dl.34g5t6
title: Occurrence Download

description: A dataset listing the 60 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Burkina Faso",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset's 60 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016745-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.