cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fz4efg
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "OccurrenceStatus is Present",
 "TaxonKey is Alocasia (Schott) G.Don"
 ]
}

 The dataset includes 279 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003056-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpqq8c
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Algernonia riedelii (Müll.Arg.) G.L.Webster"
 ]
}

 The dataset includes 67 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019691-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r39vw
title: Occurrence Download

description: A dataset containing 934 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Geometry POLYGON((-65.83008 -60.19616,-16.34766 -60.67318,-15.11719 -42.81152,-13.71094 -12.89749,-31.28906 10.83331,-43.24219 24.84657,-38.32031 36.87962,-25.83984 65.58572,-36.38672 67.54217,-47.63672 67.54217,-68.68652 67.25506,-69.16992 65.54937,-77.21191 64.68032,-78.00293 63.33241,-77.3877 62.20651,-72.68555 59.04055,-70.13672 53.85253,-76.24512 48.95137,-78.83789 41.83683,-82.44141 37.30028,-95.80078 33.57801,-101.77734 27.21556,-98.10791 18.16673,-94.81201 17.28771,-90.06592 14.96601,-87.60498 15.00846,-85.18799 13.94473,-84.35303 10.2933,-82.33154 8.68964,-81.10107 8.47237,-80.52979 8.6462,-79.29932 9.25394,-78.46436 8.9936,-77.03613 7.4932,-69.60937 2.1089,-50.97656 -14.26438,-68.99414 -40.5138,-72.1582 -51.01375,-68.4668 -54.41893,-65.83008 -60.19616))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astropecten duplicatus Gray, 1840"
 ]
}

 The dataset includes 934 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187778-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xznzvl
title: Occurrence Download

description: A dataset containing 60434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelonia mydas (Linnaeus, 1758)"
 ]
}

 The dataset includes 60434 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019692-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqp2fp
title: Occurrence Download

description: A dataset containing 646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllomedusa vaillantii Boulenger, 1882"
 ]
}

 The dataset includes 646 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168366-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f1we9l
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "TaxonKey is Leucaena leucocephala (Lam.) de Wit"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019692-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esyuwh
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aechmea lingulata (L.) Baker"
 ]
}

 The dataset includes 105 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183465-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qeqxzp
title: Occurrence Download

description: A dataset containing 201484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Piperaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 201484 records from 562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019692-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzvw3k
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Changiostyrax dolichocarpus (C.J.Qi) C.T.Chen"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178547-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nk0yok
title: Occurrence Download

description: A dataset containing 33337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 33337 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019694-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzkh4t
title: Occurrence Download

description: A dataset listing the 60 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocharitaceae",
 "Country is Brazil",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 60 records were derived from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178566-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71795/2rmf-vp35
title: Iron-Age-Danube Thesaurus
DOI: 10.5255/ukda-sn-857778
title: DIY Biology: A Global Survey on Democratizing Science, 2021

description: This survey explores the evolving landscape of DIY biology, a grassroots movement that aims to democratize science. It builds on the first major quantitative study by Grushkin et al. (2013) and aims to: (1) assess how the movement has developed over the past decade, (2) examine its relationship with traditional scientific institutions, and (3) provide updated data for DIY biologists and policymakers.
Conducted between March and November 2021, the survey included 28 questions across four key areas: demographics, professional affiliations, DIY biology activities, and perspectives on openness and safety. Some items mirrored Grushkin et al.’s (2013) survey for comparison, while others focused on DIY biology’s engagement with industry and academia. The questionnaire combined multiple-choice, short text responses, and time-allocation questions, ensuring a comprehensive dataset.
The survey was distributed via social media, mailing lists, and community networks, garnering 154 responses. Of these, 124 participants completed the entire survey, while 30 answered at least two questions. The global DIY biology community is estimated to include thousands of individuals, but this study does not claim to represent the full diversity of the movement. Instead, it offers valuable insights into trends, challenges, and the professionalization of DIY biology.
To encourage participation, respondents could enter a raffle for research vouchers. The median completion time was 20 minutes. Participants provided detailed free-text responses, which added depth to the findings. Preliminary results were shared with the community at the Global Community Summit 2021, reflecting the study’s commitment to open knowledge-sharing.
This dataset serves as a resource for researchers, policymakers, and DIY biologists seeking to understand the movement’s trajectory and its intersections with mainstream science.
DOI: 10.34740/kaggle/dsv/11262118
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.71795/wtr6-9a04
title: ISO 19115 Topic Category
DOI: 10.17028/rd.lboro.28722581
title: Supplementary information files for "Elucidating the non-radiative losses encountered in intramolecular charge transfer compounds with benzodithiophene-4,8-dione acceptors"

description: Supplementary files for article "Elucidating the non-radiative losses encountered in intramolecular charge transfer compounds with benzodithiophene-4,8-dione acceptors"<br><br>A new yellow-emitting quadrupolar donor–π–acceptor–π–donor (D–π–A–π–D) molecule compound has been synthesised featuring benzo-[1,2-<i>c</i>:4,5-<i>c</i>′]dithiophene-4,8-dione as the acceptor. This molecule was prepared for the purpose of elucidating the origins of the very low photoluminescence quantum yield encountered in its thermally activated delayed fluorescent (TADF) red-emitting isomer which used benzo-[1,2-<i>b</i>:4,5-<i>b</i>′]dithiophene-4,8-dione as the acceptor. The molecule was designed to circumvent the energy gap law, by having a wider HOMO–LUMO gap, while retaining a comparable singlet–triplet gap but ultimately demonstrates even weaker photoluminescence than the red isomer. It shows extremely fast intersystem crossing followed by rapid non-radiative decay and no observable TADF. The electronic structure of this new molecule has been studied using cyclic voltammatery alongside steady-state and transient optical spectroscopy, with observations underpinned by computational insights. To identify whether the observations made from the experimental results might be general properties of benzodithiophene-4,8-dione containing emitters, a computational study is extended to the four isomers of benzodithiophene-4,8-dione in comparison with 9,10-anthraquinone. The results suggest that the singlet and triplet manifolds of these systems are strongly coupled <i>via</i> spin–orbit interactions, and explain how the relative electron-accepting strength of these quinones arises from an interplay between the resonance gains or losses of the central benzene and fused thiophene rings upon photoexcitation. This provides valuable insights into the design principles required for efficient organic light-emitting materials.<br><br>© The Author(s) , CC BY 3.0
DOI: 10.17028/rd.lboro.28722581.v1
title: Supplementary information files for "Elucidating the non-radiative losses encountered in intramolecular charge transfer compounds with benzodithiophene-4,8-dione acceptors"

description: Supplementary files for article "Elucidating the non-radiative losses encountered in intramolecular charge transfer compounds with benzodithiophene-4,8-dione acceptors"<br><br>A new yellow-emitting quadrupolar donor–π–acceptor–π–donor (D–π–A–π–D) molecule compound has been synthesised featuring benzo-[1,2-<i>c</i>:4,5-<i>c</i>′]dithiophene-4,8-dione as the acceptor. This molecule was prepared for the purpose of elucidating the origins of the very low photoluminescence quantum yield encountered in its thermally activated delayed fluorescent (TADF) red-emitting isomer which used benzo-[1,2-<i>b</i>:4,5-<i>b</i>′]dithiophene-4,8-dione as the acceptor. The molecule was designed to circumvent the energy gap law, by having a wider HOMO–LUMO gap, while retaining a comparable singlet–triplet gap but ultimately demonstrates even weaker photoluminescence than the red isomer. It shows extremely fast intersystem crossing followed by rapid non-radiative decay and no observable TADF. The electronic structure of this new molecule has been studied using cyclic voltammatery alongside steady-state and transient optical spectroscopy, with observations underpinned by computational insights. To identify whether the observations made from the experimental results might be general properties of benzodithiophene-4,8-dione containing emitters, a computational study is extended to the four isomers of benzodithiophene-4,8-dione in comparison with 9,10-anthraquinone. The results suggest that the singlet and triplet manifolds of these systems are strongly coupled <i>via</i> spin–orbit interactions, and explain how the relative electron-accepting strength of these quinones arises from an interplay between the resonance gains or losses of the central benzene and fused thiophene rings upon photoexcitation. This provides valuable insights into the design principles required for efficient organic light-emitting materials.<br><br>© The Author(s) , CC BY 3.0
DOI: 10.21227/wah7-bm15
title: STOCK MARKET SENTIMENT ANALYSIS

description: This study explores the relationship between social media sentiment and stock market movements using a dataset of tweets related to various publicly traded companies. The dataset comprises time-stamped tweets containing company-specific information, stock ticker symbols, and company names. By leveraging natural language processing (NLP) techniques, we analyze the sentiment of tweets to determine their impact on stock price fluctuations. This research aims to develop predictive models that incorporate tweet sentiment and frequency as features to forecast stock price movements. The insights from this analysis could assist investors in making data-driven decisions and offer valuable input for algorithmic trading strategies.
DOI: 10.71795/99vf-6j37
title: Lexique de l'escalier et des autres organes de circulation: emplacement, forme et structure - Inventaire/MH
DOI: 10.6084/m9.figshare.28722602
title: Soccer Analytics by Machine Learning models

description: Code and data used to mine a dataset of soccer logs to build a mapping from performance to outcome of the matches
DOI: 10.5519/qd.vjp0ep3i
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5986782 records)
DOI: 10.5281/zenodo.15130208
title: Existing WHO cone bioassay data from multiple labs
DOI: 10.5281/zenodo.15130209
title: Existing WHO cone bioassay data from multiple labs
DOI: 10.5281/zenodo.15130270
title: tobacco

description: Tobacco Point Cloud Dataset
DOI: 10.5281/zenodo.15130271
title: tobacco

description: Tobacco Point Cloud Dataset
DOI: 10.5281/zenodo.15130284
title: Summary statistics for educational attainment, income, occupational prestige, and wealth of parents (age 35-45) in MoBa

description: Summary statistics for educational attainment, income, occupational prestige, and wealth from the paper "The Genetic and Environmental Composition of SES in Norway"
DOI: 10.5281/zenodo.15130285
title: Summary statistics for educational attainment, income, occupational prestige, and wealth of parents (age 35-45) in MoBa

description: Summary statistics for educational attainment, income, occupational prestige, and wealth from the paper "The Genetic and Environmental Composition of SES in Norway"
DOI: 10.57755/0w83-0a92
title: New glycoside derivatives of chloroflavones obtained by fungal biotransformation

description: <p class="MsoNormal"><span style="font-size:12.04px">The record contains raw data regarding the publication: Agnieszka Krawczyk-Łebek*, Barbara Żarowska, Tomasz Janeczko, Edyta Kostrzewa-Susłow &#34;Antimicrobial activity of new glycoside derivatives of chloroflavones obtained by fungal biotransformation&#34;. Files: &#34;1_NMR_(PDF), 1a_NMR_(PDF), 2_NMR_(PDF), 2a_NMR_(PDF), 3_NMR_(PDF), 4_NMR_(PDF), 4a_NMR_(PDF) are NMR spectra of substrates and isolated/purified biotransformation products of flavones with a chlorine atom.</span></p>
DOI: 10.71795/m3jp-h014
title: Lexique: parti de plan - Inventaire/MH
DOI: 10.57745/0s9ql9
title: All_genes_fold_changes_TR_vs_CT.tab

description: :unav
DOI: 10.57745/dttalt
title: raw_counts.tab

description: :unav
DOI: 10.57745/iq071j
title: DEG_FDR5_FC2_TR_vs_CT.tab

description: :unav
DOI: 10.57745/sgf6by
title: Replication data PloS BIol.xlsx

description: raw data for the different figures and tables of the paper
DOI: 10.57745/tpq8tx
title: Normalized_counts_cpm.tab

description: :unav
DOI: 10.57745/zwwlxy
title: S1_DATA sheet.xlsx

description: raw data for the different figures and tables of the paper
DOI: 10.15468/dd.c55xmc
title: Distribution records of Electrona antarctica

description: Downloaded distribution records of Electrona antarctica
DOI: 10.15468/dd.u8s4z8
title: Distribution records of Gymnoscopelus opisthopterus

description: Downloaded distribution records of Gymnoscopelus opisthopterus
DOI: 10.5281/zenodo.15129707
title: 20250403_infestans_nicotianae_pyraclostrobin
DOI: 10.5281/zenodo.15129708
title: 20250403_infestans_nicotianae_pyraclostrobin
DOI: 10.5281/zenodo.13319936
title: The Influence of Code Comments on the Perceived Helpfulness of Stack Overflow Posts (Supplementary Material)

description: Question-and-answer platforms such as Stack Overflow have become an important way for software developers to share and retrieve knowledge. However, reusing poorly understood code can lead to serious problems, such as bugs or security vulnerabilities. To better understand the role of code comments in the perceived helpfulness of answers on Stack Overflow, we conducted an online experiment simulating a Stack Overflow environment (n=91). The results indicate that block comments in particular were perceived as significantly more helpful than uncommented source code, especially by novices. Novices also found code snippets with block comments more helpful than those with inline comments. Interestingly, other surface features, such as the position of an answer and its usefulness score, were considered less important. The content of Stack Overflow has been a major source for training large language models. Although AI-based coding assistants such as GitHub Copilot, which are based on these models, might change the way Stack Overflow is used, our findings have implications beyond this specific platform. First, the findings of this study may help improve the ongoing relevance of community-driven platforms like Stack Overflow that provide human advice and explanations of code solutions to complement AI-based support for programmers. Second, since chat-based tools can be prompted to generate code in different ways, knowing which properties influence the perceived helpfulness of code snippets is beneficial.
DOI: 10.5281/zenodo.13319937
title: The Influence of Code Comments on the Perceived Helpfulness of Stack Overflow Posts (Supplementary Material)

description: Question-and-answer platforms such as Stack Overflow have become an important way for software developers to share and retrieve knowledge. However, reusing poorly understood code can lead to serious problems, such as bugs or security vulnerabilities. To better understand the role of code comments in the perceived helpfulness of answers on Stack Overflow, we conducted an online experiment simulating a Stack Overflow environment (n=91). The results indicate that block comments in particular were perceived as significantly more helpful than uncommented source code, especially by novices. Novices also found code snippets with block comments more helpful than those with inline comments. Interestingly, other surface features, such as the position of an answer and its usefulness score, were considered less important. The content of Stack Overflow has been a major source for training large language models. Although AI-based coding assistants such as GitHub Copilot, which are based on these models, might change the way Stack Overflow is used, our findings have implications beyond this specific platform. First, the findings of this study may help improve the ongoing relevance of community-driven platforms like Stack Overflow that provide human advice and explanations of code solutions to complement AI-based support for programmers. Second, since chat-based tools can be prompted to generate code in different ways, knowing which properties influence the perceived helpfulness of code snippets is beneficial.
DOI: 10.5281/zenodo.15130365
title: The Influence of Code Comments on the Perceived Helpfulness of Stack Overflow Posts (Supplementary Material)

description: Question-and-answer platforms such as Stack Overflow have become an important way for software developers to share and retrieve knowledge. However, reusing poorly understood code can lead to serious problems, such as bugs or security vulnerabilities. To better understand the role of code comments in the perceived helpfulness of answers on Stack Overflow, we conducted an online experiment simulating a Stack Overflow environment (n=91). The results indicate that block comments in particular were perceived as significantly more helpful than uncommented source code, especially by novices. Novices also found code snippets with block comments more helpful than those with inline comments. Interestingly, other surface features, such as the position of an answer and its usefulness score, were considered less important. The content of Stack Overflow has been a major source for training large language models. Although AI-based coding assistants such as GitHub Copilot, which are based on these models, might change the way Stack Overflow is used, our findings have implications beyond this specific platform. First, the findings of this study may help improve the ongoing relevance of community-driven platforms like Stack Overflow that provide human advice and explanations of code solutions to complement AI-based support for programmers. Second, since chat-based tools can be prompted to generate code in different ways, knowing which properties influence the perceived helpfulness of code snippets is beneficial.
DOI: 10.15468/dl.jem22b
title: Occurrence Download

description: A dataset containing 23120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dulidae"
 ]
}

 The dataset includes 23120 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001819-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24yjnw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "OccurrenceId" : [
 "is one of (IAvH:SSEYC:CHC-DJP-LCP:ANIMALIAPLANTAE:ESPECIMENPRESERVADO:I2D-BIO_2015_IN101:1085)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001820-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9exsv2
title: Occurrence Download

description: A dataset containing 21584 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dugong Lacépède, 1799"
 ]
}

 The dataset includes 21584 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001823-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.