cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29069816
title: NGS-Raw-Data-SuFEx-2025.zip

description: This zip file contains the NGS raw data (fastq format, including R1 and R2) of the winner sequences identified by the SuFEx in vitro selection. After unzipping, in the folder or file names, SF, bFS and fFS means phenylsulfonyl fluoride, bare phenylfluorosulfate and fluoride-substituted phenylfluorosulfate as reactive groups, respectively. HER3 and VEGF represents the protein target.
DOI: 10.5281/zenodo.10446242
title: Single exercise into pain versus SUMS dataset
DOI: 10.5281/zenodo.10446243
title: Single exercise into pain versus SUMS dataset
DOI: 10.7910/dvn/nlsi4g
title: FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs

description: This dataset consists of two main components:

Simulated Financial Data: Generated through the FinMaster system to simulate financial market data (Long and Short Operation Cycle)
Structural Data: Specifically designed for Large Language Models (LLMs) experiments (Long and Short Operation Cycle)
DOI: 10.5281/zenodo.15424024
title: RoMEMES v2

description: RoMEMESv2 is a dataset of Romanian language memes, collected from public social media platforms. The dataset was manually annotated with:



associated text in Romanian language;

image complexity;

polarity;

sentiment;

political content.


In addition, the dataset contains associated metadata and the text part was automatically annotated in the RELATE platform with part-of-speech tags, lemmas, and dependency parsing.

Files and folders in this dataset:



metadata.tsv - contains metadata and annotations; the first column is the file ID;

LICENSE - contains licensing information;

README - is this file;

images - folder containing image files, following the file naming convention ID.extension, where extension is the original file extension (sometimes this may not correspond with the mime/type of the file, as indicated in metadata.tsv);

text - folder containing text files, following the file naming convention ID.txt; this is only the message from the meme, without additional text (text from logos, unrelated text, etc.);

conllup - folder containing automatic text annotations for the files in the "text" folder, created in the RELATE platform, following the file naming convention ID.conllup;

text_complete - folder with the complete text extracted from the meme (contains additional text which may not be directly related to the meme message);

conllup_complete - folder containing automatic text annotations for the files in the "text_complete" folder, created in the RELATE platform, following the file naming convention ID.conllup.


A first version of this corpus was released here: RoMEMES https://doi.org/10.5281/zenodo.13120215The current version has more data and the additional text_complete and conllup_complete folders. These are new levels of annotation, which were not available in the initial release. To maintain compatibility with existing code, the rest of the data is in the same format. Currently not all memes have the text_complete annotation. In case a text file is missing in one of the folders, use the text from the other folder.
DOI: 10.5281/zenodo.15424025
title: RoMEMES v2

description: RoMEMESv2 is a dataset of Romanian language memes, collected from public social media platforms. The dataset was manually annotated with:



associated text in Romanian language;

image complexity;

polarity;

sentiment;

political content.


In addition, the dataset contains associated metadata and the text part was automatically annotated in the RELATE platform with part-of-speech tags, lemmas, and dependency parsing.

Files and folders in this dataset:



metadata.tsv - contains metadata and annotations; the first column is the file ID;

LICENSE - contains licensing information;

README - is this file;

images - folder containing image files, following the file naming convention ID.extension, where extension is the original file extension (sometimes this may not correspond with the mime/type of the file, as indicated in metadata.tsv);

text - folder containing text files, following the file naming convention ID.txt; this is only the message from the meme, without additional text (text from logos, unrelated text, etc.);

conllup - folder containing automatic text annotations for the files in the "text" folder, created in the RELATE platform, following the file naming convention ID.conllup;

text_complete - folder with the complete text extracted from the meme (contains additional text which may not be directly related to the meme message);

conllup_complete - folder containing automatic text annotations for the files in the "text_complete" folder, created in the RELATE platform, following the file naming convention ID.conllup.


A first version of this corpus was released here: RoMEMES https://doi.org/10.5281/zenodo.13120215The current version has more data and the additional text_complete and conllup_complete folders. These are new levels of annotation, which were not available in the initial release. To maintain compatibility with existing code, the rest of the data is in the same format. Currently not all memes have the text_complete annotation. In case a text file is missing in one of the folders, use the text from the other folder.
DOI: 10.5281/zenodo.7781514
title: Indian energy: Archive materials

description: This collection houses a number of reports and datasets concerning India's energy situation. In many cases these reports have been difficult to obtain, so I am releasing them here to make similar work easier for others. The collection includes: Monthly reports by the Ministry of Coal to Cabinet Monthly summary reports by the Ministry of Coal to Cabinet Coal India Ltd's monthly reports SCCL's monthly reports Energy Statistics Yearbooks Monthly Gas reports from PPAC Annual Provisional Coal Statistics reports Annual Coal Directory reports Monthly trade by principal commodities from DGCIS The collection is grouped into ZIP archives, and within each ZIP archive the files are named to indicate the time period to which they apply. This might be the fiscal year, such as "2012-13", or the month in YYYYMM format, such as "200110". Related datasets: "Background data for: Timely estimates of India's annual and monthly fossil CO2 emissions" https://doi.org/10.5281/zenodo.3894394 "Monthly, state-level electricity generation (from 2007) and capacity (from 2008) in India: Thermal, Natural Gas, Nuclear, and Large Hydro" https://zenodo.org/record/4542834
DOI: 10.5281/zenodo.7788039
title: Indian energy: Archive materials

description: This collection houses a number of reports and datasets concerning India's energy situation. In many cases these reports have been difficult to obtain, so I am releasing them here to make similar work easier for others. Note that many of the PDF documents here have already been scraped, and key data are available in machine-readable format here: https://robbieandrew.github.io/india/ The collection includes: Monthly reports by the Ministry of Coal to Cabinet Monthly summary reports by the Ministry of Coal to Cabinet Coal India Ltd's monthly reports SCCL's monthly reports Energy Statistics Yearbooks Monthly Gas reports from PPAC Annual Provisional Coal Statistics reports Annual Coal Directory reports Monthly trade by principal commodities from DGCIS CEA annual reports CEA daily renewable generation reports CEA monthly OPM01 reports CEA monthly OPM16 reports The collection is grouped into ZIP archives, and within each ZIP archive the files are named to indicate the time period to which they apply. This might be the fiscal year, such as "2012-13", or the month in YYYYMM format, such as "200110". Related datasets: "Background data for: Timely estimates of India's annual and monthly fossil CO2 emissions" https://doi.org/10.5281/zenodo.3894394 "Monthly, state-level electricity generation (from 2007) and capacity (from 2008) in India: Thermal, Natural Gas, Nuclear, and Large Hydro" https://zenodo.org/record/4542834
DOI: 10.5281/zenodo.7812789
title: Indian energy: Archive materials

description: This collection houses a number of reports and datasets concerning India's energy situation. In many cases these reports have been difficult to obtain, so I am releasing them here to make similar work easier for others. Note that many of the PDF documents here have already been scraped, and key data are available in machine-readable format here: https://robbieandrew.github.io/india/ The collection includes: Monthly reports by the Ministry of Coal to Cabinet, from April 2015 Monthly summary reports by the Ministry of Coal to Cabinet, from September 2014 Monthly statistical reports by the Ministry of Coal to Cabinet, from April 2020 Coal India Ltd's monthly reports, from February 2013 SCCL's monthly reports, from April 2016 Energy Statistics Yearbooks, from 2007 Monthly Gas reports from PPAC, from December 2015 Annual Provisional Coal Statistics reports, from 2005-06 Annual Coal Directory reports, from 2007-08 Monthly trade by principal commodities from DGCIS, from April 2004 CEA annual reports, from 2010 CEA daily renewable generation reports, from January 2021 CEA monthly OPM01 reports, from January 2008 CEA monthly OPM16 reports, from January 2008 CEA monthly Executive Summary reports, from January 2006 The collection is grouped into ZIP archives, and within each ZIP archive the files are named to indicate the time period to which they apply. This might be the fiscal year, such as "2012-13", or the month in YYYYMM format, such as "200110". Related datasets: "Background data for: Timely estimates of India's annual and monthly fossil CO2 emissions" https://doi.org/10.5281/zenodo.3894394 "Monthly, state-level electricity generation (from 2007) and capacity (from 2008) in India: Thermal, Natural Gas, Nuclear, and Large Hydro" https://zenodo.org/record/4542834
DOI: 10.5281/zenodo.7781513
title: Indian energy: Archive materials

description: This collection houses a number of reports and datasets concerning India's energy situation. In many cases these reports have been difficult to obtain, so I am releasing them here to make similar work easier for others. Note that many of the PDF documents here have already been scraped, and key data are available in machine-readable format here: https://robbieandrew.github.io/india/

The collection includes:



Monthly reports by the Ministry of Coal to Cabinet, from April 2015

Monthly summary reports by the Ministry of Coal to Cabinet, from September 2014

Monthly statistical reports by the Ministry of Coal to Cabinet, from April 2020

Coal India Ltd's monthly reports, from February 2013

SCCL's monthly reports, from April 2016

Energy Statistics Yearbooks, from 2007

Monthly Gas reports from PPAC, from December 2015

Annual Provisional Coal Statistics reports, from 2005-06

Annual Coal Directory reports, from 2007-08

Monthly trade by principal commodities from DGCIS, from April 2004

CEA annual reports, from 2010

CEA daily renewable generation reports, from January 2021

CEA monthly OPM01 reports, from January 2008

CEA monthly OPM16 reports, from January 2008

CEA monthly Executive Summary reports, from January 2006

CEA daily DGR17 reports, from January 2013 (there are gaps)


The collection is grouped into ZIP archives, and within each ZIP archive the files are named to indicate the time period to which they apply. This might be the fiscal year, such as "2012-13", or the month in YYYYMM format, such as "200110".

Related datasets:



"Background data for: Timely estimates of India's annual and monthly fossil CO2 emissions" https://doi.org/10.5281/zenodo.3894394

"Monthly, state-level electricity generation (from 2007) and capacity (from 2008) in India: Thermal, Natural Gas, Nuclear, and Large Hydro" https://zenodo.org/record/4542834
DOI: 10.5281/zenodo.7963862
title: Indian energy: Archive materials

description: This collection houses a number of reports and datasets concerning India's energy situation. In many cases these reports have been difficult to obtain, so I am releasing them here to make similar work easier for others. Note that many of the PDF documents here have already been scraped, and key data are available in machine-readable format here: https://robbieandrew.github.io/india/ The collection includes: Monthly reports by the Ministry of Coal to Cabinet, from April 2015 Monthly summary reports by the Ministry of Coal to Cabinet, from September 2014 Monthly statistical reports by the Ministry of Coal to Cabinet, from April 2020 Coal India Ltd's monthly reports, from February 2013 SCCL's monthly reports, from April 2016 Energy Statistics Yearbooks, from 2007 Monthly Gas reports from PPAC, from December 2015 Annual Provisional Coal Statistics reports, from 2005-06 Annual Coal Directory reports, from 2007-08 Monthly trade by principal commodities from DGCIS, from April 2004 CEA annual reports, from 2010 CEA daily renewable generation reports, from January 2021 CEA monthly OPM01 reports, from January 2008 CEA monthly OPM16 reports, from January 2008 CEA monthly Executive Summary reports, from January 2006 POSOCO (now Grid-India) daily reports, from April 2013 The collection is grouped into ZIP archives, and within each ZIP archive the files are named to indicate the time period to which they apply. This might be the fiscal year, such as "2012-13", or the month in YYYYMM format, such as "200110". Related datasets: "Background data for: Timely estimates of India's annual and monthly fossil CO2 emissions" https://doi.org/10.5281/zenodo.3894394 "Monthly, state-level electricity generation (from 2007) and capacity (from 2008) in India: Thermal, Natural Gas, Nuclear, and Large Hydro" https://zenodo.org/record/4542834
DOI: 10.5281/zenodo.8314184
title: Indian energy: Archive materials

description: This collection houses a number of reports and datasets concerning India's energy situation. In many cases these reports have been difficult to obtain, so I am releasing them here to make similar work easier for others. Note that many of the PDF documents here have already been scraped, and key data are available in machine-readable format here: https://robbieandrew.github.io/india/

The collection includes:



Monthly reports by the Ministry of Coal to Cabinet, from April 2015

Monthly summary reports by the Ministry of Coal to Cabinet, from September 2014

Monthly statistical reports by the Ministry of Coal to Cabinet, from April 2020

Coal India Ltd's monthly reports, from February 2013

SCCL's monthly reports, from April 2016

Energy Statistics Yearbooks, from 2007

Monthly Gas reports from PPAC, from December 2015

Annual Provisional Coal Statistics reports, from 2005-06

Annual Coal Directory reports, from 2007-08

Monthly trade by principal commodities from DGCIS, from April 2004

CEA annual reports, from 2010

CEA daily renewable generation reports, from January 2021

CEA monthly OPM01 reports, from January 2008

CEA monthly OPM16 reports, from January 2008

CEA monthly Executive Summary reports, from January 2006

CEA daily DGR17 reports, from January 2013 (there are gaps)


The collection is grouped into ZIP archives, and within each ZIP archive the files are named to indicate the time period to which they apply. This might be the fiscal year, such as "2012-13", or the month in YYYYMM format, such as "200110".

Related datasets:



"Background data for: Timely estimates of India's annual and monthly fossil CO2 emissions" https://doi.org/10.5281/zenodo.3894394

"Monthly, state-level electricity generation (from 2007) and capacity (from 2008) in India: Thermal, Natural Gas, Nuclear, and Large Hydro" https://zenodo.org/record/4542834
DOI: 10.34740/kaggle/dsv/11822784
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.48597/yptt-gq6m
title: Inorganics in precipitation at Leba

description: Measurement of Inorganics in precipitation at Leba
DOI: 10.48597/444c-amcn
title: Inorganics in precipitation at Leba

description: Measurement of Inorganics in precipitation at Leba
DOI: 10.48597/f2bj-rmrf
title: Inorganics in precipitation at Jarczew

description: Measurement of Inorganics in precipitation at Jarczew
DOI: 10.48597/4dja-8k3b
title: pH at Leba

description: Measurement of pH at Leba
DOI: 10.48597/a5ww-pawc
title: Calcium at Leba

description: Measurement of Calcium at Leba
DOI: 10.48597/q7sx-gd59
title: Ammonium at Jarczew

description: Measurement of Ammonium at Jarczew
DOI: 10.48597/sva2-hq56
title: Magnesium at Jarczew

description: Measurement of Magnesium at Jarczew
DOI: 10.48597/yk59-y2s3
title: Magnesium at Leba

description: Measurement of Magnesium at Leba
DOI: 10.48597/394y-dy4u
title: Sulphate_corrected at Jarczew

description: Measurement of Sulphate_corrected at Jarczew
DOI: 10.15468/dl.cms6fw
title: Occurrence Download

description: A dataset containing 9393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((5.103088 52.336764, 5.039168 52.363763, 5.093425 52.436445, 5.0218 52.447607, 4.999566 52.460474, 4.953605 52.476441, 4.90515 52.493379, 4.857326 52.521991, 4.798965 52.546086, 4.709542 52.547421, 4.661368 52.536762, 4.591253 52.531373, 4.579979 52.507072, 4.552873 52.461667, 4.531781 52.396676, 4.487346 52.332689, 4.602057 52.242447, 4.668123 52.204663, 4.719118 52.200022, 4.768497 52.203951, 4.882334 52.223882, 4.972866 52.23379, 5.033912 52.246833, 5.078153 52.288947, 5.103088 52.336764))",
 "InstitutionCode is iNaturalist",
 "ClassKey is Aves",
 {
 "not" : {
 "FamilyKey" : [
 "is one of (Viviparidae, Naticidae, Littorinidae, Strombidae, Calyptraeidae, Caecidae, Cassidae, Tornidae, Ovulidae, Hipponicidae, Cypraeidae, Triviidae, Neritidae, Euryleptidae, Dugesiidae, Caprellidae, Gammaridae, Cirolanidae, Sphaeromatidae, Idoteidae, Philosciidae, Porcellionidae, Halophilosciidae, Aegidae, Cylisticidae, Delphinidae, Phocoenidae)"
 ]
 }
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than 100",
 "OccurrenceStatus is one of (Present)",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen, Living Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 9393 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027198-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18681236
title: Bat feeding Buzz test dataset; Classifier predictions and code
DOI: 10.5281/zenodo.18019584
title: Data and R code: A radiocarbon-based framework to assess soil organic carbon persistence and vulnerability across land-use types
DOI: 10.5281/zenodo.18019583
title: Data and R code: A radiocarbon-based framework to assess soil organic carbon persistence and vulnerability across land-use types
DOI: 10.48479/1fdb-r233
title: The MeerKAT 1.3 GHz Survey of the Small Magellanic Cloud

description: The data release associated with this paper, which presents MeerKAT observations of the Small Magellanic Cloud.
DOI: 10.48580/d53d.v66
title: Checklist of whiteflies and scale insects of Luxembourg
DOI: 10.5281/zenodo.17871628
title: Conjunto de notas de leitura de processos relativos à ação de "Construção de um Conjunto Habitacional em Rossio ao Sul do Tejo, Abrantes (c.1960 - c. 1983)"

description: Conjunto de notas de leitura de processos relativos à ação de "Construção de um Conjunto Habitacional em Rossio ao Sul do Tejo, Abrantes (c.1960 - c. 1983)" existentes no Arquivo Municipal Eduardo Campos, em Abrantes.

Registos efetuados em abril de 2024 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/pt/atividades/acoes/35427/construcao-de-um-conjunto-habitacional-em-rossio-ao-sul-do-tejo-abrantes-c1960-c-1983.

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em dezembro de 2025.
DOI: 10.5281/zenodo.17871629
title: Conjunto de notas de leitura de processos relativos à ação de "Construção de um Conjunto Habitacional em Rossio ao Sul do Tejo, Abrantes (c.1960 - c. 1983)"

description: Conjunto de notas de leitura de processos relativos à ação de "Construção de um Conjunto Habitacional em Rossio ao Sul do Tejo, Abrantes (c.1960 - c. 1983)" existentes no Arquivo Municipal Eduardo Campos, em Abrantes.

Registos efetuados em abril de 2024 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/pt/atividades/acoes/35427/construcao-de-um-conjunto-habitacional-em-rossio-ao-sul-do-tejo-abrantes-c1960-c-1983.

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em dezembro de 2025.
DOI: 10.17909/vdhw-1g47
title: REBELS-IFU
DOI: 10.48580/dddk.v109
title: Fauna Collection in Region 1 Landscape
DOI: 10.4121/240c2e44-e1eb-4f4f-ada5-363af0f6a4a6
title: Data and scripts supporting the publication: Ecological Collaborative Interface for Unmanned Aerial Vehicle Traffic Management and Tower Control

description: This repository contains experimental data and Python scripts used to process, analyze, and visualize interaction and performance metrics from drone flight experiments. The data include recorded mouse clicks, drone flight routes, and other user performance indicators. The provided scripts generate plots and figures corresponding to those presented in the associated journal article. The research objective is described in detail in the companion journal article: <em>Janisch, D., van Aken, D., & Borst, C. (2022). Ecological Collaborative Interface for Unmanned Aerial Vehicle Traffic Management and Tower Control. Journal of Air Transportation, 30(4), 154–169. https://doi.org/10.2514/1.D0295</em>
DOI: 10.4121/240c2e44-e1eb-4f4f-ada5-363af0f6a4a6.v1
title: Data and scripts supporting the publication: Ecological Collaborative Interface for Unmanned Aerial Vehicle Traffic Management and Tower Control

description: This repository contains experimental data and Python scripts used to process, analyze, and visualize interaction and performance metrics from drone flight experiments. The data include recorded mouse clicks, drone flight routes, and other user performance indicators. The provided scripts generate plots and figures corresponding to those presented in the associated journal article. The research objective is described in detail in the companion journal article: <em>Janisch, D., van Aken, D., & Borst, C. (2022). Ecological Collaborative Interface for Unmanned Aerial Vehicle Traffic Management and Tower Control. Journal of Air Transportation, 30(4), 154–169. https://doi.org/10.2514/1.D0295</em>
DOI: 10.15468/dl.xgcb5t
title: Occurrence Download

description: A dataset containing 38670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dosinia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38670 records from 452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027199-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7aggd
title: Occurrence Download

description: A dataset containing 10892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Sporobolus creber"
 ]
}

 The dataset includes 10892 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027200-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.