cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25318/1210016701-fra
title: Commerce international de marchandises par classification des produits, dollars enchaînés 2017, trimestriel

description: Les données du commerce international de marchandises, regroupées par le Système de classification des produits de l'Amérique du Nord (SCPAN). L'usager a la capacité de choisir les importations et les exportations. Les données sont en dollars constants, calculés selon la formule de Fisher, avec 2017 comme année de base, désaisonnalisées et sur la base de la balance des paiements, à une fréquence trimestrielle.
DOI: 10.6084/m9.figshare.24886599
title: Public Data File for Communications Earth & Environment article.

description: This is our public dataset used in the Communications Earth & Environment paper.
DOI: 10.6084/m9.figshare.24886599.v1
title: Public Data File for Communications Earth & Environment article.

description: This is our public dataset used in the Communications Earth & Environment paper.
DOI: 10.25318/1210016801-eng
title: International merchandise trade, by commodity, price and volume indexes, monthly

description: International merchandise trade price and volume indexes, grouped by North American Product Classification System (NAPCS) section. Users have the option of selecting Imports or Exports, as well as Paasche or Laspeyres price indexes, or Laspeyres volume indexes. Data are unadjusted and seasonally adjusted, on a Customs and Balance of Payments basis, at a monthly frequency.
DOI: 10.5281/zenodo.10451122
title: Simulations of vaping flavourant BA and its acetal by-product BPGA with static protein-free pulmonary surfactant monolayers

description: Atomistic simulations of benzaldehyde (BA) and benzaldehyde propylene glycol acetal (BPGA) with static and protein-free pulmonary surfactant monolayers at various areas per lipid. The simulations are described in detail in the publication:

A. Martin et al., "Exposure to Aldehyde Cherry e‐Liquid Flavoring and Its Vaping Byproduct Disrupt the Pulmonary Surfactant Biophysical Function", Environ. Sci. Technol. (2023). DOI: 10.1021/acs.est.3c07874
DOI: 10.5281/zenodo.10451123
title: Simulations of vaping flavourant BA and its acetal by-product BPGA with static protein-free pulmonary surfactant monolayers

description: Atomistic simulations of benzaldehyde (BA) and benzaldehyde propylene glycol acetal (BPGA) with static and protein-free pulmonary surfactant monolayers at various areas per lipid. The simulations are described in detail in the publication:

A. Martin et al., "Exposure to Aldehyde Cherry e‐Liquid Flavoring and Its Vaping Byproduct Disrupt the Pulmonary Surfactant Biophysical Function", Environ. Sci. Technol. (2023). DOI: 10.1021/acs.est.3c07874
DOI: 10.6084/m9.figshare.24926301
title: Determinants of Oral Squamous Cell Carcinoma.dta

description: This study provides baseline data that may inform guidelines for clinicians on the screening and management of OSCC and may help to identify the determinants of OSCC in the current setting and raise awareness to improve individualized patient care and management among those at risk of developing OSCC.
DOI: 10.25318/1210016801-fra
title: Commerce international de marchandises par classification des produits, indices de prix et de volume, mensuel

description: Les indices de prix et de volume du commerce international de marchandises, regroupées par le Système de classification des produits de l'Amérique du Nord (SCPAN). L'usager a la capacité de choisir les importations et les exportations, ainsi que les indices de prix Paasche ou Laspeyres, ou les indices de volume Laspeyres. Les données sont sur une base douanière et sur une base de balance des paiements, par désaisonnalisation, à une fréquence mensuelle.
DOI: 10.34740/kaggle/dsv/7324616
title: 🇵🇭 Reddit r/PinoyProgrammer Dataset
DOI: 10.5281/zenodo.10451489
title: Analogizing the Nexus of Nutritional Status and Oral Health in Children of Pre-School age in Ranchi City of East India: A Cross-Sectional Study

description: 403 preschool children (223 girls, 180 boys) of age between 3 to 6 years were examined. BMI in all participants was recorded using paediatric growth charts standardized as per Centres for Disease Control and Prevention. After evaluation of these recorded pediatric growth charts, the sample population was distributed into three groups: Group I: Normal weight (5th-85th percentiles), Group II: Overweight (>85th percentile), and Group III: Underweight (<5th percentile). Individually each subject was observed for caries occurrence (WHO index for primary teeth (def)) and plaque status (plaque index (PI)) and values were equated with BMI records.
DOI: 10.5281/zenodo.10451490
title: Analogizing the Nexus of Nutritional Status and Oral Health in Children of Pre-School age in Ranchi City of East India: A Cross-Sectional Study

description: 403 preschool children (223 girls, 180 boys) of age between 3 to 6 years were examined. BMI in all participants was recorded using paediatric growth charts standardized as per Centres for Disease Control and Prevention. After evaluation of these recorded pediatric growth charts, the sample population was distributed into three groups: Group I: Normal weight (5th-85th percentiles), Group II: Overweight (>85th percentile), and Group III: Underweight (<5th percentile). Individually each subject was observed for caries occurrence (WHO index for primary teeth (def)) and plaque status (plaque index (PI)) and values were equated with BMI records.
DOI: 10.25318/1210016901-eng
title: International merchandise trade, by commodity, price and volume indexes, quarterly

description: International merchandise trade price and volume indexes, grouped by North American Product Classification System (NAPCS) section. Users have the option of selecting Imports or Exports, as well as Paasche or Laspeyres price indexes, or Laspeyres volume indexes. Data are unadjusted and seasonally adjusted, on a Customs and Balance of Payments basis, at a quarterly frequency.
DOI: 10.25318/1210016901-fra
title: Commerce international de marchandises par classification des produits, indices de prix et de volume, trimestriel

description: Les indices de prix et de volume du commerce international de marchandises, regroupées par le Système de classification des produits de l'Amérique du Nord (SCPAN). L'usager a la capacité de choisir les importations et les exportations, ainsi que les indices de prix Paasche ou Laspeyres, ou les indices de volume Laspeyres. Les données sont sur une base douanière et sur une base de balance des paiements, par désaisonnalisation, à une fréquence trimestrielle.
DOI: 10.5281/zenodo.10451577
title: Clinical and genetic characteristics of reported Chinese ALGS patients
DOI: 10.5281/zenodo.10451578
title: Clinical and genetic characteristics of reported Chinese ALGS patients
DOI: 10.5281/zenodo.10450987
title: Data from molecular dynamics (MD) simulations of gold surfaces related to publication "Impact of nanoparticles on amyloid peptide and protein aggregation: a review with a focus on gold nanoparticles"

description: The data provided refer to our published article:

T. John, A. Gladytz, C. Kubeil,  L. L. Martin, H. J. Risselada,  B. Abel*,  Impact of nanoparticles on amyloid peptide and protein aggregation: a review with a focus on gold nanoparticles, Nanoscale 10 (2018), 20894-20913. https://doi.org/10.1039/C8NR04506B.
DOI: 10.5281/zenodo.10450988
title: Data from molecular dynamics (MD) simulations of gold surfaces related to publication "Impact of nanoparticles on amyloid peptide and protein aggregation: a review with a focus on gold nanoparticles"

description: The data provided refer to our published article:

T. John, A. Gladytz, C. Kubeil,  L. L. Martin, H. J. Risselada,  B. Abel*,  Impact of nanoparticles on amyloid peptide and protein aggregation: a review with a focus on gold nanoparticles, Nanoscale 10 (2018), 20894-20913. https://doi.org/10.1039/C8NR04506B.
DOI: 10.25318/1210017001-eng
title: International merchandise trade, by commodity, price and volume indexes, annual

description: International merchandise trade price and volume indexes, grouped by North American Product Classification System (NAPCS) section. Users have the option of selecting Imports or Exports, as well as Paasche or Laspeyres price indexes, or Laspeyres volume indexes. Data are unadjusted and seasonally adjusted, on a Customs and Balance of Payments basis, at an annual frequency.
DOI: 10.5281/zenodo.7665946
title: Data for publication "Lipid oxidation controls peptide self-assembly near membranes through a surface attraction mechanism"

description: The data provided refer to our published article:

T. John,* S. Piantavigna, T. J. A. Dealey, B. Abel, H. J. Risselada, L. L. Martin*, Lipid oxidation controls peptide self-assembly nearmembranes through a surface attraction mechanism, Chem. Sci. 14 (2023), 3730-3741. https://doi.org/10.1039/d3sc00159h.
DOI: 10.5281/zenodo.7665947
title: Data for publication "Lipid oxidation controls peptide self-assembly near membranes through a surface attraction mechanism"

description: The data provided refer to our published article:

T. John,* S. Piantavigna, T. J. A. Dealey, B. Abel, H. J. Risselada, L. L. Martin*, Lipid oxidation controls peptide self-assembly nearmembranes through a surface attraction mechanism, Chem. Sci. 14 (2023), 3730-3741. https://doi.org/10.1039/d3sc00159h.
DOI: 10.25318/1210017001-fra
title: Commerce international de marchandises par classification des produits, indices de prix et de volume, annuel

description: Les indices de prix et de volume du commerce international de marchandises, regroupées par le Système de classification des produits de l'Amérique du Nord (SCPAN). L'usager a la capacité de choisir les importations et les exportations, ainsi que les indices de prix Paasche ou Laspeyres, ou les indices de volume Laspeyres. Les données sont sur une base douanière et sur une base de balance des paiements, par désaisonnalisation, à une fréquence annuelle.
DOI: 10.25318/1210017101-eng
title: Canadian international merchandise trade by country and by product section, customs-based, annual

description: Annual data on Canadian international merchandise trade by trading partner and product on a customs basis. Trade data for 255 trading partners are included with an all country aggregate. Product data are presented using the North American Product Classification System at the section level.
DOI: 10.25318/1210017101-fra
title: Commerce international de marchandises du Canada par pays et par section de produits sur une base douanière, annuel

description: Données annuelles sur le commerce international de marchandises du Canada par partenaire commercial et par produit, sur une base douanière. Sont incluses des données sur le commerce pour 255 partenaires commerciaux ainsi qu'un agrégat de tous ces pays. Les données sur les produits sont présentées au niveau de la section selon le Système de classification de produits de l'Amérique du Nord.
DOI: 10.5281/zenodo.10451425
title: Materials datasets with text descriptions
DOI: 10.5281/zenodo.10451426
title: Materials datasets with text descriptions
DOI: 10.17909/f9qc-5493
title: Eclipse Timings
DOI: 10.5281/zenodo.10294997
title: CAS Landslide Dataset: A Large-Scale and Multisensor Dataset for Deep Learning-Based Landslide Detection

description: In this work, we present the CAS Landslide Dataset, a large-scale and multisensor dataset for deep learning-based landslide detection, developed by the Artificial Intelligence Group at the Institute of Mountain Hazards and Environment, Chinese Academy of Sciences (CAS). The dataset aims to address the challenges encountered in landslide recognition. With the increase in landslide occurrences due to climate change and earthquakes, there is a growing need for a precise and comprehensive dataset to support fast and efficient landslide recognition. In contrast to existing datasets with dataset size, coverage, sensor type and resolution limitations, the CAS Landslide Dataset comprises 20,865 images, integrating satellite and unmanned aerial vehicle data from nine regions. To ensure reliability and applicability, we establish a robust methodology to evaluate the dataset quality. We propose the use of the Landslide Dataset as a benchmark for the construction of landslide identification models and to facilitate the development of deep learning techniques. Researchers can leverage this dataset to obtain enhanced prediction, monitoring, and analysis capabilities, thereby advancing automated landslide detection.

If you use our data, please cite our work published in Scientific Data.

Xu, Y., Ouyang, C., Xu, Q. et al. CAS Landslide Dataset: A Large-Scale and Multisensor Dataset for Deep Learning-Based Landslide Detection. Sci Data 11, 12 (2024). https://doi.org/10.1038/s41597-023-02847-z
DOI: 10.5281/zenodo.10294996
title: CAS Landslide Dataset: A Large-Scale and Multisensor Dataset for Deep Learning-Based Landslide Detection

description: In this work, we present the CAS Landslide Dataset, a large-scale and multisensor dataset for deep learning-based landslide detection, developed by the Artificial Intelligence Group at the Institute of Mountain Hazards and Environment, Chinese Academy of Sciences (CAS). The dataset aims to address the challenges encountered in landslide recognition. With the increase in landslide occurrences due to climate change and earthquakes, there is a growing need for a precise and comprehensive dataset to support fast and efficient landslide recognition. In contrast to existing datasets with dataset size, coverage, sensor type and resolution limitations, the CAS Landslide Dataset comprises 20,865 images, integrating satellite and unmanned aerial vehicle data from nine regions. To ensure reliability and applicability, we establish a robust methodology to evaluate the dataset quality. We propose the use of the Landslide Dataset as a benchmark for the construction of landslide identification models and to facilitate the development of deep learning techniques. Researchers can leverage this dataset to obtain enhanced prediction, monitoring, and analysis capabilities, thereby advancing automated landslide detection.

If you use our data, please cite our work published in Scientific Data.

Xu, Y., Ouyang, C., Xu, Q. et al. CAS Landslide Dataset: A Large-Scale and Multisensor Dataset for Deep Learning-Based Landslide Detection. Sci Data 11, 12 (2024). https://doi.org/10.1038/s41597-023-02847-z
DOI: 10.5281/zenodo.10451562
title: Structure, Surface and Interface Informed Protein Language Model

description: Language models applied to protein sequence data have gained a lot of interest in recent years, mainly due to their ability to capture complex patterns at the protein sequence level. However, their understanding of why certain evolution-related conservation patterns appear is limited. This work explores the potential of protein language models to further incorporate intrinsic protein properties stemming from protein structures, surfaces, and interfaces. The results indicate that this multi-task pretraining allows the PLM to learn more meaningful representations by leveraging information obtained from different protein views. We evaluate and show improvements in performance on various downstream tasks, such as enzyme classification, remote homology detection, and protein engineering datasets.

 

 
description: This repository contains the datasets used in the paper: Structure, Surface and Interface Informed Protein Language Model.

All of the datasets are sourced from different places and are acknowledged in the main paper. We provide them as a single download for ease of use.

The only data generated by us are the protein surfaces for the SCOPe database.
DOI: 10.5281/zenodo.10451563
title: Structure, Surface and Interface Informed Protein Language Model

description: Language models applied to protein sequence data have gained a lot of interest in recent years, mainly due to their ability to capture complex patterns at the protein sequence level. However, their understanding of why certain evolution-related conservation patterns appear is limited. This work explores the potential of protein language models to further incorporate intrinsic protein properties stemming from protein structures, surfaces, and interfaces. The results indicate that this multi-task pretraining allows the PLM to learn more meaningful representations by leveraging information obtained from different protein views. We evaluate and show improvements in performance on various downstream tasks, such as enzyme classification, remote homology detection, and protein engineering datasets.

 

 
description: This repository contains the datasets used in the paper: Structure, Surface and Interface Informed Protein Language Model.

All of the datasets are sourced from different places and are acknowledged in the main paper. We provide them as a single download for ease of use.

The only data generated by us are the protein surfaces for the SCOPe database.
DOI: 10.5281/zenodo.10450241
title: KidFirst_BigWig
DOI: 10.5281/zenodo.10450240
title: KidFirst_BigWig
DOI: 10.25318/1210017201-eng
title: Canadian international merchandise trade by principal trading partner, and by product section and group, customs-based, annual

description: Annual data on Canadian international merchandise trade by principal trading partner and product on a customs basis. Trade data for 27 trading partners are included with an "Other" country aggregate. Product data are presented using the North American Product Classification System at the section and group levels.
DOI: 10.5281/zenodo.8338729
title: Dataset for 'Coherent x-ray magnetic imaging with 5 nm resolution'

description: Dataset for the paper "Coherent x-ray magnetic imaging with 5 nm resolution", published on Optica.<br> <br> This dataset contains raw data and code useful to produce the results found in the paper.
DOI: 10.5281/zenodo.8338728
title: Dataset for 'Coherent x-ray magnetic imaging with 5 nm resolution'

description: Dataset for the paper "Coherent x-ray magnetic imaging with 5 nm resolution", undergoing peer review on Optica.This dataset contains raw data and code useful to produce the results found in the paper.
DOI: 10.5281/zenodo.8341980
title: Dataset for 'Coherent x-ray magnetic imaging with 5 nm resolution'

description: Dataset for the paper "Coherent x-ray magnetic imaging with 5 nm resolution", undergoing peer review on Optica.<br> This dataset contains raw data and code useful to produce the results found in the paper.
DOI: 10.25318/1210017201-fra
title: Commerce international de marchandises du Canada par principal partenaire commercial, et par section et groupe de produits sur une base douanière, annuel

description: Données annuelles sur le commerce international de marchandises du Canada par principal partenaire commercial et par produit, sur une base douanière. Sont incluses des données sur le commerce pour 27 partenaires commerciaux ainsi qu'un agrégat pour les " autres " pays. Les données sur les produits sont présentées aux niveaux de la section et du groupe selon le Système de classification de produits de l'Amérique du Nord.
DOI: 10.5281/zenodo.10451623
title: Data for Transforming Learning Experiences: An LLM-Enabled Chatbot for Education

description: This dataset was used in training a Language Model (LLM)-based chatbot. It encompasses NCERT-based study materials for Social Science sourced from the official website: https://ncert.nic.in/textbook.php. Additionally, it includes previous year CBSE model answers and CBSE examination question papers, along with their corresponding answer keys, retrieved from the official CBSE website: https://www.cbse.gov.in/cbsenew/cbse.html.
DOI: 10.5281/zenodo.10451624
title: Data for Transforming Learning Experiences: An LLM-Enabled Chatbot for Education

description: This dataset was used in training a Language Model (LLM)-based chatbot. It encompasses NCERT-based study materials for Social Science sourced from the official website: https://ncert.nic.in/textbook.php. Additionally, it includes previous year CBSE model answers and CBSE examination question papers, along with their corresponding answer keys, retrieved from the official CBSE website: https://www.cbse.gov.in/cbsenew/cbse.html.
DOI: 10.57906/wpak-8e14
title: COVID-19 Schools Infection Survey - England
DOI: 10.25318/1210017301-eng
title: Canadian international merchandise trade by province and country, and by product sections, customs-based, annual

description: Annual data on Canadian international merchandise trade by province, trading partners and products on a customs basis. Trade data for 255 trading partners are included with an all country aggregate. Product data are presented using the North American Product Classification System at the section level.
DOI: 10.6084/m9.figshare.24926412
title: Data Base Team Potency_selection process.xlsx

description: Given the unique and often unfamiliar cultural and military aspects, our study explores the impact of team process variables on team dynamics.This is part of the research <b>Navigating Team Dynamics in the Assessment Process</b>
DOI: 10.6084/m9.figshare.24926412.v1
title: Data Base Team Potency_selection process.xlsx

description: Given the unique and often unfamiliar cultural and military aspects, our study explores the impact of team process variables on team dynamics.This is part of the research <b>Navigating Team Dynamics in the Assessment Process</b>
DOI: 10.20375/0000-0011-4a7f-d
title: DIF_healthcare_2019-06.sav
DOI: 10.20375/0000-0011-4a80-9
title: DIF_healthcare_2019-06.xlsx
DOI: 10.20375/0000-0011-4a81-8
title: DIF_healthcare_2020-07.sav
DOI: 10.20375/0000-0011-4a82-7
title: DIF_healthcare_2020-07.xlsx
DOI: 10.20375/0000-0011-4a83-6
title: DIF_healthcare_2021-05.sav
DOI: 10.20375/0000-0011-4a84-5
title: DIF_healthcare_2021-05.xlsx
DOI: 10.20375/0000-0011-4a85-4
title: DIF_KIIS_healthcare_2023-07.sav
DOI: 10.20375/0000-0011-4a86-3
title: DIF_KIIS_healthcare_2023-07.xlsx
DOI: 10.20375/0000-0011-4a87-2
title: Documentation-Data-Collection2019-23.pdf
DOI: 10.48320/8f0486b9-7e24-45cd-87f7-18bf2567ebf6
title: Ukrainian public opinion about the healthcare system 2019-2023 (Ilko Kucheriv Democratic Initiatives Foundation)
DOI: 10.25318/1210017301-fra
title: Commerce international de marchandises du Canada par province et pays, et par section de produit, sur une base douanière, annuel

description: Données annuelles sur le commerce international de marchandises du Canada par province, partenaire commercial et produit, sur une base douanière. Sont incluses des données sur le commerce pour 255 partenaires commerciaux, ainsi qu'un agrégat de tous ces pays. Les données sur les produits sont présentées au niveau de la section de produits du Système de classification de produits de l'Amérique du Nord.
DOI: 10.6084/m9.figshare.23869845
title: Greenhouse gas, porewater chemistry, and sediment conditions from experimental TLP plots in a temperate salt marsh

description: Greenhouse gas, sediment parameter data<br>These data and related items of information have not been formally disseminated by NOAA, and do not represent any agency determination, view, or policy
DOI: 10.6084/m9.figshare.23869845.v2
title: All Data

description: Greenhouse gas, sediment parameter data<br>These data and related items of information have not been formally disseminated by NOAA, and do not represent any agency determination, view, or policy
DOI: 10.25318/1210017401-eng
title: Merchandise imports and exports, customs-based, by free trade agreement and by commodity

description: International merchandise trade data grouped by free trade agreement and by commodity. Users have the option of selecting imports or exports, as well as specifying either total values or any of the section, division or group values of the North American Product Classification System (NAPCS). Users also have the option of selecting any of the country groups with whom Canada has a free trade agreement or is currently negotiating or discussing the possibility of such an agreement. Data are on a customs basis and not seasonally adjusted.