cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4337054
title: Supplemental to: Modulation of Phosphate Deficiency-induced Metabolic Changes by Iron Availability

description: Concurrent suboptimal supply of several nutrients requires the coordination of nutrient-specific transcriptional, phenotypic, and metabolic changes in plants in order to optimize growth and development in most agricultural and natural ecosystems. Here, we report the impact of Fe availability on Pi deficiency-induced accumulation of amino acids and organic acids, which play important roles in Pi use efficiency. Data was analysed using R version 3.6.2, on a Linux x86_64 server with Debian GNU/Linux 10. The data was mean centered, and PCA calculated with prcomp() in the stats package. The entire analysis including CSV data files is available as R vignette and HTML. You may need to download the HTML file in case the Zenodo link only shows the source code.
DOI: 10.5281/zenodo.4337053
title: Supplemental to: Modulation of Phosphate Deficiency-induced Metabolic Changes by Iron Availability

description: Concurrent suboptimal supply of several nutrients requires the coordination of nutrient-specific transcriptional, phenotypic, and metabolic changes in plants in order to optimize growth and development in most agricultural and natural ecosystems. Here, we report the impact of Fe availability on Pi deficiency-induced accumulation of amino acids and organic acids, which play important roles in Pi use efficiency. Data was analysed using R version 3.6.2, on a Linux x86_64 server with Debian GNU/Linux 10. The data was mean centered, and PCA calculated with prcomp() in the stats package. The entire analysis including CSV data files is available as R vignette and HTML. You may need to download the HTML file in case the Zenodo link only shows the source code.
DOI: 10.6084/m9.figshare.24114555
title: vcc_mappings

description: Our new database is a valuable resource in the field of software security, particularly focusing on commit-based static analysis. It contains a rich collection of data points that allow for the in-depth study of both vulnerability-inducing and bug-fixing commits. Predominantly featuring C/C++ commits at the moment, it is an evolving tool set to diversify in the near future. Designed to be a user-friendly resource for both researchers and practitioners, it aids in refining vulnerability detection techniques. We invite you to explore and utilize this database to further your own studies and developments in software security.
DOI: 10.6084/m9.figshare.24114555.v2
title: vcc_mappings

description: Our new database is a valuable resource in the field of software security, particularly focusing on commit-based static analysis. It contains a rich collection of data points that allow for the in-depth study of both vulnerability-inducing and bug-fixing commits. Predominantly featuring C/C++ commits at the moment, it is an evolving tool set to diversify in the near future. Designed to be a user-friendly resource for both researchers and practitioners, it aids in refining vulnerability detection techniques. We invite you to explore and utilize this database to further your own studies and developments in software security.
DOI: 10.6084/m9.figshare.24114555.v1
title: vcc_mappings

description: Our new database is a valuable resource in the field of software security, particularly focusing on commit-based static analysis. It contains a rich collection of data points that allow for the in-depth study of both vulnerability-inducing and bug-fixing commits. Predominantly featuring C/C++ commits at the moment, it is an evolving tool set to diversify in the near future. Designed to be a user-friendly resource for both researchers and practitioners, it aids in refining vulnerability detection techniques. We invite you to explore and utilize this database to further your own studies and developments in software security.
DOI: 10.7910/dvn/ey3zhw
title: Pinterest Fashion Compatibility Data

description: This is a very large dataset from the CVPR 2019 publication, which can be found at https://arxiv.org/pdf/1812.01748.pdf. This contains a fashion-based dataset from Pinterest that offers the Shop the Look tool and suggests clothing based on a photograph of a certain situation. Each data set contains a pair of scenes and products. Scenes: 47,739 Products: 38,111 Scene-Product Pairs: 93,274
DOI: 10.21227/jp8a-1466
title: RRODT

description: We present RRODT, a real-world rainy video dataset for testing the efficacy of deraining methods to help downstream object detection and object tracking. RRODT is composed of 57 videos and totally 10258 frames. It consists of two kinds of annotations. One set of annotation contains 33077 objects for detection. The other set contains 408 unique objects for tracking. We present RRODT, a real-world rainy video dataset for testing the efficacy of deraining methods to help downstream object detection and object tracking. RRODT is composed of 57 videos and totally 10258 frames. It consists of two kinds of annotations. One set of annotation contains 33077 objects for detection. The other set contains 408 unique objects for tracking.
DOI: 10.34740/kaggle/dsv/6442564
title: World Export & Import Dataset (1989 - 2023)
DOI: 10.5281/zenodo.8331281
title: Replication package for the paper: "Machine Learning for the Identification and Classification of Technical Debt Types on StackOverflow Discussions"

description: This is the replication package for the article "Machine Learning for the Identification and Classification of Technical Debt Types on StackOverflow Discussions". The article was published in the Research Track of the third Brazilian Workshop on Intelligent Software Engineering (ISE'23). The replication package consists of 8 files:<br> 1) dataset.csv, 2) code_anayses.ipynb and 3) example_test_balanced.csv and the others are results of word cloud generation. In dataset.csv, we provide the data for future replications. In code_anayses.ipynb, we provide the code we use to arrive at the results. In example_test_balanced.csv, we provide an example input dataset for training the models. For future references in this article, please contact lead author Eliakim Gama, or one of the co-authors.
DOI: 10.5281/zenodo.8331280
title: Replication package for the paper: "Machine Learning for the Identification and Classification of Technical Debt Types on StackOverflow Discussions"

description: This is the replication package for the article "Machine Learning for the Identification and Classification of Technical Debt Types on StackOverflow Discussions". The article was published in the Research Track of the third Brazilian Workshop on Intelligent Software Engineering (ISE'23). The replication package consists of 8 files:<br> 1) dataset.csv, 2) code_anayses.ipynb and 3) example_test_balanced.csv and the others are results of word cloud generation. In dataset.csv, we provide the data for future replications. In code_anayses.ipynb, we provide the code we use to arrive at the results. In example_test_balanced.csv, we provide an example input dataset for training the models. For future references in this article, please contact lead author Eliakim Gama, or one of the co-authors.
DOI: 10.5883/ds-geleklim
title: Klimeschiopsis terroris auctt. from Spain a further case of cryptic diversity in European Lepidoptera (Lepidoptera, Gelechiidae, Gelechiinae)

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-tetra
title: Seven new species of Tetranemertes Chernyshev 1992 (Monostilifera; Hoplonemertea; Nemertea) from the Caribbean Sea, Western Pacific, and Arabian Sea, and revision of the genus.

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-paland
title: Further revisions to the Palaearctic Andrena fauna (Hymenoptera: Andrenidae)

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aei4368
title: Overview of Barcode Index Number - BOLD:AEI4368

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:acc3592
title: Overview of Barcode Index Number - BOLD:ACC3592

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:afh4679
title: Overview of Barcode Index Number - BOLD:AFH4679

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.14469/hpc/13248
title: Dataset for "Scalable All-Inorganic Halide Perovskite Photoanodes with &gt;100 h Operational Stability Containing Earth-Abundant Materials"

description: Dataset for "Scalable All-Inorganic Halide Perovskite Photoanodes with &gt;100 h Operational Stability Containing Earth-Abundant Materials"
DOI: 10.14469/hpc/13251
title: Dataset on "Interplay between Collective and Localized Effects of Point Defects on Photoelectrochemical Performance of TiO2 Photoanodes for Oxygen Evolution"

description: Dataset on "Interplay between Collective and Localized Effects of Point Defects on Photoelectrochemical Performance of TiO2 Photoanodes for Oxygen Evolution"
DOI: 10.5281/zenodo.8196399
title: Complex I simulation data and analysis code

description: NAMD simulation data and code used for analysis of WT and A52T Complex I: all CoQH2 steered trajectories all CoQ FEP trajectories unconstrained CoQ trajectories used in figure 2b Zipped files were renamed as (enclosing folder)--(name of zipped file). Enclose each set of zipped files in an appropriately name folder before unzipping.
DOI: 10.5281/zenodo.8196398
title: Complex I simulation data and analysis code

description: NAMD simulation data and code used for analysis of WT and A52T Complex I: all CoQH2 steered trajectories all CoQ FEP trajectories unconstrained CoQ trajectories used in figure 2b Zipped files were renamed as (enclosing folder)--(name of zipped file). Enclose each set of zipped files in an appropriately name folder before unzipping.
DOI: 10.6084/m9.figshare.24081885
title: Raw_data_NIHSS_article_#86688

description: The data set includes clinical, neurological, and volumetric measures collected from a sample of 35 patients with middle cerebral artery infractions.
DOI: 10.6084/m9.figshare.24081885.v2
title: Raw_data_NIHSS_article_#86688

description: The data set includes clinical, neurological, and volumetric measures collected from a sample of 35 patients with middle cerebral artery infractions.
DOI: 10.6084/m9.figshare.24081885.v1
title: Raw_data_NIHSS_article_#86688

description: The data set includes clinical, neurological, and volumetric measures collected from a sample of 35 patients with middle cerebral artery infractions.
DOI: 10.34740/kaggle/ds/3700382
title: Cleaned data from Kaggle notebooks for LLM SFT
DOI: 10.5281/zenodo.8330037
title: Modeling archive of How does humidity data impact land surface modeling of hydrothermal regimes at a permafrost site in Utqiaġvik, Alaska?

description: Modeling archive contains the meteorological forcings, model input files, and Jupyter notebooks used to generate model meshes and figures for the paper entitled "How does humidity data impact land surface modeling of hydrothermal regimes at a permafrost site in Utqiaġvik, Alaska?"
DOI: 10.5281/zenodo.8330038
title: Modeling archive of How does humidity data impact land surface modeling of hydrothermal regimes at a permafrost site in Utqiaġvik, Alaska?

description: Modeling archive contains the meteorological forcings, model input files, and Jupyter notebooks used to generate model meshes and figures for the paper entitled "How does humidity data impact land surface modeling of hydrothermal regimes at a permafrost site in Utqiaġvik, Alaska?"
DOI: 10.5281/zenodo.8330041
title: Modeling archive of How does humidity data impact land surface modeling of hydrothermal regimes at a permafrost site in Utqiaġvik, Alaska?

description: Modeling archive contains the meteorological forcings, model input files, and Jupyter notebooks used to generate model meshes and figures for the paper entitled "How does humidity data impact land surface modeling of hydrothermal regimes at a permafrost site in Utqiaġvik, Alaska?"
DOI: 10.6084/m9.figshare.3761562.v2703
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.24112803
title: Predictive Model in Production through Progressive Web Applications to Forecast Moniliasis in Cacao.

description: A dataset was created where the union of the data obtained from the sensors and the data reports of the cocoa plants obtained manually was carried out, to carry out experiments with supervised learning algorithms, a treatment was carried out on said data giving rise so to have this file with .csv extension,
DOI: 10.6084/m9.figshare.24112803.v1
title: Predictive Model in Production through Progressive Web Applications to Forecast Moniliasis in Cacao.

description: A dataset was created where the union of the data obtained from the sensors and the data reports of the cocoa plants obtained manually was carried out, to carry out experiments with supervised learning algorithms, a treatment was carried out on said data giving rise so to have this file with .csv extension,
DOI: 10.5281/zenodo.7370605
title: LUTO v2.0.1-beta Input Data

description: Input data required to run the Land-Use Trade-Offs model (LUTO v2.0.1-beta). Copy entire dataset into the 'input' folder to run LUTO.
DOI: 10.5281/zenodo.8328560
title: LUTO v2.1-beta Input Data

description: Input data required to run the Land-Use Trade-Offs model (LUTO v2.1-beta). Copy entire dataset into the 'input' folder to run LUTO.
DOI: 10.5281/zenodo.7370604
title: LUTO v2.1-beta Input Data

description: Input data required to run the Land-Use Trade-Offs model (LUTO v2.1-beta). Copy entire dataset into the 'input' folder to run LUTO.
DOI: 10.5517/ccdc.csd.cc2fdpl4
title: CCDC 2246526: Experimental Crystal Structure Determination

description: Related Article: Sami Ben Salah, Mohamed Othman, Morgane Sanselme, Adam Daïch, Isabelle Chataigner, Ata Martin Lawson|2023|J.Org.Chem.|88|12265|doi:10.1021/acs.joc.3c00901
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.cc2fdpm5
title: CCDC 2246527: Experimental Crystal Structure Determination

description: Related Article: Sami Ben Salah, Mohamed Othman, Morgane Sanselme, Adam Daïch, Isabelle Chataigner, Ata Martin Lawson|2023|J.Org.Chem.|88|12265|doi:10.1021/acs.joc.3c00901
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: 10.5281/zenodo.8331103
title: Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices

description: This data is analyzed and presented in the publication: Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices <strong>Abstract</strong> The relevance of employing social media in crisis scenarios has aroused interest for researchers and teams responsible for crisis management.<br> The aim of this study is to explore the experience and abilities of social media users related to such events.<br> For this, we conducted an analysis of the functionalities of social media used in this context, followed by a survey with users of social media.<br> The research included the participation of 159 individuals and queried whether the participants had previously witnessed crisis events, whether they habitually share information about these events, and whether they perceived the importance of this practice.<br> The results suggest that participants actively use social media and are inclined to share information about crisis events, provided improvements are made to the existing features.<br> This study offers contributions toward a more profound understanding of social media tools, user interaction, and information sharing while considering the challenges found during such events.
DOI: 10.5281/zenodo.8331104
title: Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices

description: This data is analyzed and presented in the publication: Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices <strong>Abstract</strong> The relevance of employing social media in crisis scenarios has aroused interest for researchers and teams responsible for crisis management.<br> The aim of this study is to explore the experience and abilities of social media users related to such events.<br> For this, we conducted an analysis of the functionalities of social media used in this context, followed by a survey with users of social media.<br> The research included the participation of 159 individuals and queried whether the participants had previously witnessed crisis events, whether they habitually share information about these events, and whether they perceived the importance of this practice.<br> The results suggest that participants actively use social media and are inclined to share information about crisis events, provided improvements are made to the existing features.<br> This study offers contributions toward a more profound understanding of social media tools, user interaction, and information sharing while considering the challenges found during such events.
DOI: 10.5281/zenodo.8331538
title: Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices

description: This data is analyzed and presented in the publication: Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices <strong>Abstract</strong> The relevance of employing social media in crisis scenarios has aroused interest for researchers and teams responsible for crisis management.<br> The aim of this study is to explore the experience and abilities of social media users related to such events.<br> For this, we conducted an analysis of the functionalities of social media used in this context, followed by a survey with users of social media.<br> The research included the participation of 159 individuals and queried whether the participants had previously witnessed crisis events, whether they habitually share information about these events, and whether they perceived the importance of this practice.<br> The results suggest that participants actively use social media and are inclined to share information about crisis events, provided improvements are made to the existing features.<br> This study offers contributions toward a more profound understanding of social media tools, user interaction, and information sharing while considering the challenges found during such events.
DOI: 10.5281/zenodo.8331563
title: Elementary School Indonesian Exam Questions with Bloom's Taxonomy Dataset

description: This is the dataset used in "Indonesian Exam Question Classification Based on Bloom’s Taxonomy using Fine-Tuned IndoBERT" research
DOI: 10.5281/zenodo.8331562
title: Elementary School Indonesian Exam Questions with Bloom's Taxonomy Dataset

description: This is the dataset used in "Indonesian Exam Question Classification Based on Bloom’s Taxonomy using Fine-Tuned IndoBERT" research
DOI: 10.15156/bio/sh141162.07fu
title: SH141162.07FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh141163.07fu
title: SH141163.07FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh141164.07fu
title: SH141164.07FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.