cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15485/2202344
title: Soil architecture and subsurface stratigraphic heterogeneities across land-lake interfaces along Lake Erie.

description: Uploaded raw datasets from electrical resistivity tomography (ERT), ground penetrating radar (GPR), electromagnetic induction (EMI) and insitu sensors were acquired across land-lake interfaces along Lake Erie. These datasets were useful to delineate the soil architecture and subsurface stratigraphic heterogeneities. We combined multiple geophysical methods with lithostratigraphic logs from borehole cores and data from soil and borehole sensors to investigate spatial heterogeneities across land-lake interfaces. The apparent electrical conductivity (Eca) maps matched closely with the soil maps from public database and also detected additional soil units that were missing in the traditional soil maps. This implies that electromagnetic induction (EMI) could be relied upon for non invasive characterization of soils in sampling restricted sites where only non-invasive measurements are feasible. Results from electrical resistivity tomography (ERT) and Ground penetrating radar (GPR) are consistent with the surficial geology of the study area, and revealed that the vertical variabilities at the sites are mainly driven by stratigraphy.The ERT data (.stg) were acquired from three different sites portage river (PTR), crane creek (CRC) and old woman creek (OWC). The ".stg" files can be opened with ERT inversion software such as EarthImager, ResIpy or Res2DInv. The GPR data (.GPZ) were also acquired from the three sites, and the ".GPZ" data files can be opened with EKKO_project 5 software from Sensors & Software Inc., or with any other standard GPR software. The EM data (.csv) were acquired from the three sites while the soil sensor data (.csv) here were acquired only from crane creek site. The ".csv) files can be opened with MS Excel or any other spread sheet software.
DOI: 10.15485/2212792
title: Model America - Arizona extract from ORNL's AutoBEM v1.1

description: Oak Ridge National Laboratory (ORNL) has developed the Automatic Building Energy Modeling (AutoBEM) software suite to process multiple types of data, extract building-specific descriptors, generate building energy models, and simulate them on High Performance Computing (HPC) resources. For more information, see AutoBEM-related publications (bit.ly/AutoBEM).Two sets of sample data are provided for 2,555,152 buildings located within the boundary of Arizona in the United States:Data (846.3MB *.csv) - minimalist list of each building (rows) for the following fields (columns) • ID - unique building ID • Centroid - building center location in latitude/longitude (from Footprint2D) • Footprint2D - building polygon of 2D footprint (lat1/lon1_lat2/lon2_...) • State_abbr - state name • Area - estimate of total conditioned floor area (ft2) • Area2D - footprint area (ft2) • Height - building height (ft) • NumFloors - number of floors (above-grade) • WWR_surfaces - percent of each facade (pair of points from Footprint2D) covered by fenestration/windows (average 14.5% for residential, 40% for commercial buildings) • CZ - ASHRAE Climate Zone designation • BuildingType - DOE prototype building designation (IECC=residential) as implemented by OpenStudio-standards • Standard - building vintage • Sample Models (114GB*.zip by county) - OpenStudio and EnergyPlus building energy models named according to IDThis data is made free and openly available in hopes of stimulating any simulation-informed use case. Data is provided as-is with no warranties, express or implied, regarding fitness for a particular purpose. We wish to thank our sponsors which include Oak Ridge National Laboratory (ORNL), U.S. Dept. of Energy’s (DOE) Building Technologies Office (BTO), Office of Electricity (OE), and Biological and Environmental Research (BER).
DOI: 10.34740/kaggle/dsv/7486324
title: FF | 2023 12 12 | Multi-Modal Dataset [1/6]
DOI: 10.34740/kaggle/dsv/7488229
title: FF | 2023 12 12 | Multi-Modal Dataset [2/6]
DOI: 10.6084/m9.figshare.25092437
title: Publication.List.Object.csv

description: Dataset from systematic review of stony coral disease research in the Tropical Northwestern Atlantic.
DOI: 10.6084/m9.figshare.25092437.v1
title: Publication.List.Object.csv

description: Dataset from systematic review of stony coral disease research in the Tropical Northwestern Atlantic.
DOI: 10.5281/zenodo.10574296
title: Water droplet impact on oil film suspend over water bath

description: This dataset is the supplemental material for the manuscript "Impact of water droplets on oil films suspended over a water bath "
DOI: 10.5281/zenodo.10574297
title: Water droplet impact on oil film suspend over water bath

description: This dataset is the supplemental material for the manuscript "Impact of water droplets on oil films suspended over a water bath "
DOI: 10.34740/kaggle/dsv/7489521
title: BART Ridership
DOI: 10.5517/ccdc.csd.cc2hy6h5
title: CCDC 2321977: Experimental Crystal Structure Determination

description: Related Article: Xiaohui Wang, Jianyu Zhang, Xiaoyu Mao, Yiwei Liu, Ruikuan Li, Jie Bai, Jun Zhang, Carl Redshaw, Xing Feng, Ben Zhong Tang|2022|J.Org.Chem.|87|8503|doi:10.1021/acs.joc.2c00617
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.cc2d745z
title: CCDC 2211390: Experimental Crystal Structure Determination

description: Related Article: Maureen Gumbo, Banothile C. E. Makhubela, Gift Mehlana|2023|Dalton Trans.|52|6501|doi:10.1039/D3DT00635B
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.cc28g441
title: CCDC 2098952: Experimental Crystal Structure Determination

description: Related Article: Xing-Mei Hu, Rong Huang, Qiu-Lin Wen, Ying-Gang Duan, Xin-Ling Cao, Sheng-Jiao Yan|2023|Org.Lett.|25|1622|doi:10.1021/acs.orglett.3c00095
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.10317388
title: DistilKaggle: a distilled dataset of Kaggle Jupyter notebooks

description: Overview

DistilKaggle is a curated dataset extracted from Kaggle Jupyter notebooks spanning from September 2015 to October 2023. This dataset is a distilled version derived from the download of over 300GB of Kaggle kernels, focusing on essential data for research purposes. The dataset exclusively comprises publicly available Python Jupyter notebooks from Kaggle. The essential information for retrieving the data needed to download the dataset is obtained from the MetaKaggle dataset provided by Kaggle.

Contents

The DistilKaggle dataset consists of three main CSV files:

code.csv: Contains over 12 million rows of code cells extracted from the Kaggle kernels. Each row is identified by the kernel's ID and cell index for reproducibility.

markdown.csv: Includes over 5 million rows of markdown cells extracted from Kaggle kernels. Similar to code.csv, each row is identified by the kernel's ID and cell index.

notebook_metrics.csv: This file provides notebook features described in the accompanying paper released with this dataset. It includes metrics for over 517,000 Python notebooks.

Directory Structure

The kernels directory is organized based on Kaggle's Performance Tiers (PTs), a ranking system in Kaggle that classifies users. The structure includes PT-specific directories, each containing user ids that belong to this PT, download logs, and the essential data needed for downloading the notebooks.

The utility directory contains two important files:

aggregate_data.py: A Python script for aggregating data from different PTs into the mentioned CSV files.

application.ipynb: A Jupyter notebook serving as a simple example application using the metrics dataframe. It demonstrates predicting the PT of the author based on notebook metrics.

DistilKaggle.tar.gz: It is just the compressed version of the whole dataset. If you downloaded all of the other files independently already, there is no need to download this file.

Usage

Researchers can leverage this distilled dataset for various analyses without dealing with the bulk of the original 300GB dataset. For access to the raw, unprocessed Kaggle kernels, researchers can request the dataset directly.

Note

The original dataset of Kaggle kernels is substantial, exceeding 300GB, making it impractical for direct upload to Zenodo. Researchers interested in the full dataset can contact the dataset maintainers for access.

Citation

If you use this dataset in your research, please cite the accompanying paper or provide appropriate acknowledgment as outlined in the documentation.

If you have any questions regarding the dataset, don't hesitate to contact me at mohammad.abolnejadian@gmail.com

Thank you for using DistilKaggle!
DOI: 10.5281/zenodo.10317389
title: DistilKaggle: a distilled dataset of Kaggle Jupyter notebooks

description: Overview

DistilKaggle is a curated dataset extracted from Kaggle Jupyter notebooks spanning from September 2015 to October 2023. This dataset is a distilled version derived from the download of over 300GB of Kaggle kernels, focusing on essential data for research purposes. The dataset exclusively comprises publicly available Python Jupyter notebooks from Kaggle. The essential information for retrieving the data needed to download the dataset is obtained from the MetaKaggle dataset provided by Kaggle.

Contents

The DistilKaggle dataset consists of three main CSV files:

code.csv: Contains over 12 million rows of code cells extracted from the Kaggle kernels. Each row is identified by the kernel's ID and cell index for reproducibility.

markdown.csv: Includes over 5 million rows of markdown cells extracted from Kaggle kernels. Similar to code.csv, each row is identified by the kernel's ID and cell index.

notebook_metrics.csv: This file provides notebook features described in the accompanying paper released with this dataset. It includes metrics for over 517,000 Python notebooks.

Directory Structure

The kernels directory is organized based on Kaggle's Performance Tiers (PTs), a ranking system in Kaggle that classifies users. The structure includes PT-specific directories, each containing user ids that belong to this PT, download logs, and the essential data needed for downloading the notebooks.

The utility directory contains two important files:

aggregate_data.py: A Python script for aggregating data from different PTs into the mentioned CSV files.

application.ipynb: A Jupyter notebook serving as a simple example application using the metrics dataframe. It demonstrates predicting the PT of the author based on notebook metrics.

DistilKaggle.tar.gz: It is just the compressed version of the whole dataset. If you downloaded all of the other files independently already, there is no need to download this file.

Usage

Researchers can leverage this distilled dataset for various analyses without dealing with the bulk of the original 300GB dataset. For access to the raw, unprocessed Kaggle kernels, researchers can request the dataset directly.

Note

The original dataset of Kaggle kernels is substantial, exceeding 300GB, making it impractical for direct upload to Zenodo. Researchers interested in the full dataset can contact the dataset maintainers for access.

Citation

If you use this dataset in your research, please cite the accompanying paper or provide appropriate acknowledgment as outlined in the documentation.

If you have any questions regarding the dataset, don't hesitate to contact me at mohammad.abolnejadian@gmail.com

Thank you for using DistilKaggle!
DOI: 10.6084/m9.figshare.25044686
title: the new model parameter

description: This data is about the new intermittent model parameter, Based on the original intermittent control model, a new model is proposed that can explain the experimental phenomena and can obtain better results in terms of correlation with clinical scales
DOI: 10.6084/m9.figshare.25044686.v2
title: the new model parameter

description: This data is about the new intermittent model parameter, Based on the original intermittent control model, a new model is proposed that can explain the experimental phenomena and can obtain better results in terms of correlation with clinical scales
DOI: 10.6084/m9.figshare.25044686.v1
title: the new model parameter

description: This data is about the new intermittent model parameter, Based on the original intermittent control model, a new model is proposed that can explain the experimental phenomena and can obtain better results in terms of correlation with clinical scales
DOI: 10.6084/m9.figshare.25092620
title: Supplementary Material for: An Unusual Presentation of Periorbital Cysticercosis Mimicking Dermoid Cyst.

description: Introduction
Cysticercosis is a parasitic infestation caused by Taenia solium, which is a pork tape worm. Humans are the definitive host, and pigs are the intermediate host. It is more prevalent in low socioeconomic regions with poor hygiene and among populations where undercooked pork is consumed. 
Case report
We hereby report an uncommon site of cyst lodgement and duration of presentation in a 24-year-old male who presented with a firm, non-tender mass over the supero-medial aspect of the right orbital rim, superior to the medial canthal tendon for the last 9 years. Chronic presentation and location of the mass led to the tentative diagnosis of a dermoid cyst. Hence, a CECT orbit was advised to assess the extent and attachment of the mass. Unexpectedly, a cystic lesion with hyperdense nidus, suggestive of cysticercosis, was identified. Histopathology of the excised mass confirmed the diagnosis of cysticercosis.
Conclusion
Our case emphasizes the importance of uncommon site and chronic presentation in cases of cysticercosis.
DOI: 10.6084/m9.figshare.25092620.v1
title: Supplementary Material for: An Unusual Presentation of Periorbital Cysticercosis Mimicking Dermoid Cyst.

description: Introduction
Cysticercosis is a parasitic infestation caused by Taenia solium, which is a pork tape worm. Humans are the definitive host, and pigs are the intermediate host. It is more prevalent in low socioeconomic regions with poor hygiene and among populations where undercooked pork is consumed. 
Case report
We hereby report an uncommon site of cyst lodgement and duration of presentation in a 24-year-old male who presented with a firm, non-tender mass over the supero-medial aspect of the right orbital rim, superior to the medial canthal tendon for the last 9 years. Chronic presentation and location of the mass led to the tentative diagnosis of a dermoid cyst. Hence, a CECT orbit was advised to assess the extent and attachment of the mass. Unexpectedly, a cystic lesion with hyperdense nidus, suggestive of cysticercosis, was identified. Histopathology of the excised mass confirmed the diagnosis of cysticercosis.
Conclusion
Our case emphasizes the importance of uncommon site and chronic presentation in cases of cysticercosis.
DOI: 10.5281/zenodo.10574374
title: Li adsorption on graphene data from "Incorporating Long-range Electrostatics in Neural Network Potentials via Variational Charge Equilibration from Shortsighted Ingredients"

description: Lithium adsorption on 2x2 4x4 and 8x8 supercells of graphene in extended xyz file format. Li atoms are randomly placed on the surface of graphene at different heights between 1.6 and 2.8 Angstrom above graphene.
DOI: 10.5281/zenodo.10574375
title: Li adsorption on graphene data from "Incorporating Long-range Electrostatics in Neural Network Potentials via Variational Charge Equilibration from Shortsighted Ingredients"

description: Lithium adsorption on 2x2 4x4 and 8x8 supercells of graphene in extended xyz file format. Li atoms are randomly placed on the surface of graphene at different heights between 1.6 and 2.8 Angstrom above graphene.
DOI: 10.5281/zenodo.10574390
title: The Acquisition of Jordanian Arabic Plural Morphology by Children with Autism Spectrum Disorder
DOI: 10.5281/zenodo.10574391
title: The Acquisition of Jordanian Arabic Plural Morphology by Children with Autism Spectrum Disorder
DOI: 10.5281/zenodo.10572096
title: YUTO MMS Dataset, Sequence D, Images, Part2
DOI: 10.5281/zenodo.10572097
title: YUTO MMS Dataset, Sequence D, Images, Part2
DOI: 10.6084/m9.figshare.25092644
title: Supplementary Material for: Relapsed IgA multiple myeloma as testicular plasmacytoma after quadrable novel therapy and autologous stem cell transplant. A rare report and literature review

description: Introduction: Multiple myeloma(MM) is a clonal neoplasm of plasma cells that may manifest as an extramedullary disease in rare cases. Case report: In this case report, we present the rare occurrence of testicular relapse in a 39-year-old patient with IgA multiple myeloma after four years of remission. We discuss the clinical course and management of this unusual presentation and provide a comprehensive literature review of testicular involvement by MM. Conclusion: Despite advances in MM treatment, relapse remains common, highlighting the importance of careful follow-up and timely detection of disease recurrence at atypical sites. This case highlights the need for further research to standardize the diagnosis and treatment of testicular MM.
DOI: 10.6084/m9.figshare.25092644.v1
title: Supplementary Material for: Relapsed IgA multiple myeloma as testicular plasmacytoma after quadrable novel therapy and autologous stem cell transplant. A rare report and literature review

description: Introduction: Multiple myeloma(MM) is a clonal neoplasm of plasma cells that may manifest as an extramedullary disease in rare cases. Case report: In this case report, we present the rare occurrence of testicular relapse in a 39-year-old patient with IgA multiple myeloma after four years of remission. We discuss the clinical course and management of this unusual presentation and provide a comprehensive literature review of testicular involvement by MM. Conclusion: Despite advances in MM treatment, relapse remains common, highlighting the importance of careful follow-up and timely detection of disease recurrence at atypical sites. This case highlights the need for further research to standardize the diagnosis and treatment of testicular MM.
DOI: 10.5281/zenodo.10574445
title: Generated Dataset of "VinJ: An Automated Tool for Large-Scale Software Vulnerability Data Generation"
DOI: 10.5281/zenodo.10574446
title: Generated Dataset of "VinJ: An Automated Tool for Large-Scale Software Vulnerability Data Generation"
DOI: 10.6084/m9.figshare.25092638
title: environmental data of snail habitat identification

description: 我们的研究以中国贵池（血吸虫病传播的关键地区）为重点，开发并比较了四种不同的模型，基线模型在预测准确性方面优于其他模型。这些结果为高风险蜗牛栖息地提供了重要的见解，为有针对性的蜗牛控制和血吸虫病预防策略提供了强有力的框架。这项研究还展示了在绘制其他流行病宿主栖息地方面的潜在应用，从而有助于更广泛的疾病控制工作。
DOI: 10.6084/m9.figshare.25092638.v1
title: environmental data of snail habitat identification

description: 我们的研究以中国贵池（血吸虫病传播的关键地区）为重点，开发并比较了四种不同的模型，基线模型在预测准确性方面优于其他模型。这些结果为高风险蜗牛栖息地提供了重要的见解，为有针对性的蜗牛控制和血吸虫病预防策略提供了强有力的框架。这项研究还展示了在绘制其他流行病宿主栖息地方面的潜在应用，从而有助于更广泛的疾病控制工作。
DOI: 10.5281/zenodo.10574382
title: REE fingerprint of the river sediments in the Ditrău Alkaline Massif
DOI: 10.5281/zenodo.10574383
title: REE fingerprint of the river sediments in the Ditrău Alkaline Massif
DOI: 10.6084/m9.figshare.25092689.v1
title: Supplementary Material for: Trajectory of urine albumin-creatinine ratio in patients with acute heart failure (TACRAHF study)

description: Abstract
Introduction: Albuminuria is prevalent in patients with chronic heart failure and is a risk factor for disease progression. However, its clinical meaning in acute heart failure remains elusive. This study analyzed the trajectory of urine albumin to creatinine ratio (UACR) between admission and discharge and its association with decongestion.
Methods: In this prospective observational study, 63 patients were enrolled. UACR, B-type natriuretic peptide (BNP), and clinical congestion score (CCS) were obtained at admission and discharge. We used linear mixed regression analysis to compare changes in the natural logarithm of UACR (logUACR) and its association with changes in markers of decongestion. Estimates were reported as least squares mean (LSM) with their respective 95% CIs.
Results: The median age of the study population was 87 years, 68.5% were women, and 69.8% had a left ventricular ejection fraction &gt;50%. LogUACR at discharge significantly decreased in the overall population compared to admission [Δ –0.47, 95% CI -0.78 to -0.15, p-value=0.003]. The magnitude of UACR drop at discharge was associated with changes in surrogate markers of decongestion. Patients who showed a greater reduction in BNP at discharge exhibited a greater reduction in UACR (p=0.016). The same trend was also found with clinical decongestion, as assessed by changes in CCS; however, without achieving statistical significance (p=0.171). UACR change at discharge was not associated with changes in serum creatinine (p-value=0.923).
Conclusion: In elderly patients with AHF and volume overload, the level of UACR significantly decreased upon discharge compared to admission. This reduction in UACR was closely linked to decreases in BNP.
DOI: 10.6084/m9.figshare.25092695
title: natus-vincere-vs-virtus-pro-m1-overpass

description: PGL CS2 Major Copenhagen 2024 Europe RMR Closed Qualifier
DOI: 10.6084/m9.figshare.25092695.v1
title: natus-vincere-vs-virtus-pro-m1-overpass

description: PGL CS2 Major Copenhagen 2024 Europe RMR Closed Qualifier
DOI: 10.15151/esrf-es-1409493638
title: Advanced Photon Source, Sector 21 - The Life Sciences Collaborative Access Team (LS-CAT) - CAT Member Macromolecular Crystallography

description: The Life Sciences Collaborative Access Team (LS-CAT) provides Macromolecular Crystallography support to our CAT members from eight Universities in the USA, including Northwestern University, University of Michigan, Wayne State University, Michigan State University, University Wisconsin, Vanderbilt University, and University of Illinois at Chicago, and also to General Users. With a one-year dark period approaching for the upgrade of the Advanced Photon Source (APS-U), we are seeking beam time for our CAT Member laboratories at ESRF by way of this Block Allocation Group, consisting of a portion of our CAT Member PIs and their laboratory members, in order to keep supporting their research and future funding. LS-CAT is organizing our CAT Members into this BAG Proposal, and other proposals we will submit, in order to streamline the process for our CAT Members, and for the Staff of Lightsources to which we are applying for access to beam time.