cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/g6b39zxck4.5
title: Global Burden of Disease analysis dataset of cardiovascular disease outcomes, risk factors, and SAS codes

description: This formatted dataset originates from raw data files from the Institute of Health Metrics and Evaluation Global Burden of Disease (GBD2017). It is population weighted worldwide data on male and female cohorts ages 15-69 years including cardiovascular disease early death and associated dietary, metabolic and other risk factors. The purpose of creating this formatted database is to explore the univariate and multiple regression correlations of cardiovascular early deaths and other health outcomes with risk factors. Our research hypothesis is that we can successfully apply artificial intelligence to model cardiovascular disease outcomes with risk factors. We found that fat-soluble vitamin containing foods (animal products) and added fats are negatively correlated with CVD early deaths worldwide but positively correlated with CVD early deaths in high fat-soluble vitamin cohorts. We interpret this as showing that optimal cardiovascular outcomes come with moderate (not low and not high) intakes of animal foods and added fats. You are invited to download the dataset, the associated SAS code to access the dataset, and the tables that have resulted from the analysis. Please comment on the article by indicating what you found by exploring the dataset with the provided SAS codes. Please say whether or not you found the outputs from the SAS codes accurately reflected the tables provided and the tables in the published article. If you use our data to reproduce our findings and comment on your findings on the MedRxIV website (https://www.medrxiv.org/content/10.1101/2021.04.17.21255675v4) and would like to be recognized, we will be happy to list you as a contributor when the article is summited to JAMA. For questions, please email davidkcundiff@gmail.com. Thanks.
DOI: 10.17632/g6b39zxck4.7
title: Global Burden of Disease analysis dataset of noncommunicable disease outcomes, risk factors, and SAS codes

description: This formatted dataset (wtedCVDRfsCov2017) originates from raw data files from the Institute of Health Metrics and Evaluation (IHME) Global Burden of Disease Study (GBD2017) affiliated with the University of Washington. We are volunteer collaborators with IHME and not employed by IHME or the University of Washington. 

The population weighted GBD2017 data are on male and female cohorts ages 15-69 years including noncommunicable disease (NCD), body mass index (BMI), cardiovascular disease (CVD), and other health outcomes and associated dietary, metabolic, and other risk factors. 
 The purpose of creating this formatted database is to explore the univariate and multiple regression correlations of health outcomes with risk factors. Our research hypothesis is that we can successfully model NCD, BMI, CVD, and other health outcomes with their associated risk factors.
 
We compared the associations of GBD NCD outcomes and dietary risk factors with the EAT-Lancet Commission Planetary Health Diet recommendations. 

We derived a BMI multiple regression risk factor formula that satisfied all nine Bradford Hill causality criteria for epidemiology research.  

We found that animal products and added fats are negatively correlated with CVD early deaths worldwide but positively correlated with CVD early deaths with high quantities of animal foods and added fats. We interpret this as showing that optimal cardiovascular outcomes come with moderate (not low and not high) intakes of animal foods and added fats. 

For questions, please email davidkcundiff@gmail.com. 
Thanks.
DOI: 10.17632/g6b39zxck4.1
title: IHME GBD CVD risk factors

description: This formatted dataset originates from raw data files from the Institute of Health Metrics and Evaluation Global Burden of Disease (GBD2017). It is population weighted worldwide data on male and female cohorts ages 15-69 years including cardiovascular disease early death and associated dietary, metabolic and other risk factors. The purpose of creating this formatted database is to explore the univariate and multiple regression correlations of cardiovascular early deaths and other health outcomes with risk factors.
DOI: 10.48567/mpf1-qr33
title: Schwerdtfeger Automatic Weather Station, 2004 Reader format three-hour observational data.
DOI: 10.17632/zsxy3v3dyk.1
title: A Faboideae-specific floral scent betrays seeds to an important pest

description: the raw data for Xu et al. article: A Faboideae-specific floral scent betrays seeds to an important pest
DOI: 10.17632/xhc3p95x5d.1
title: Cutaneous IgG4-related Disease Associated with Lymphocytic Colitis

description: Supplementary Figure 1. (A) Clinical Presentation of BHDS in An African American Female. (B) H&E. Low (10X) and high (40X) power views of mantle connective tissue proliferation producing “onion skin” effect around a hair follicle (perifollicular fibroma).

Supplementary Figure 2. Flowchart summarizes our systemic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to characterize epidemiological, genetic, and clinical features of BHDS in Skin of Color.

Supplementary Table I. Diagnostic Criteria of Birt-Hogg-Dubé Syndrome and Considerations in Skin of Color.

Supplementary Table II. Cutaneous Manifestations of Birt-Hogg-Dubé Syndrome in Patients with Skin of Color.

Supplementary Table III. Systemic Manifestations of Birt-Hogg-Dubé Syndrome in Patients with Skin of Color.

Supplementary Table IV. Genetic Profile of Birt-Hogg-Dubé Syndrome in Patients with Skin of Color.
DOI: 10.48567/jxm1-ct51
title: Siple Dome Automatic Weather Station, 2004 Reader format three-hour observational data.
DOI: 10.34740/kaggle/dsv/5333041
title: NBA Players & Team Data
DOI: 10.48567/csh7-3x02
title: Sky Blu Automatic Weather Station, 2004 Reader format three-hour observational data.
DOI: 10.17632/nkdpg8mn4f.1
title: PQ Disturbances Dataset

description: In order to prepare the PQ disturbances dataset, for PQ disturbances classification projects using deep learning, we consider a total of 12 disturbances, i.e., sag, swell, interruption, flicker, harmonics, transients, Swell with harmonics, Sag with harmonics, interrupt with harmonics, flicker with harmonics, swell with flicker; sag with flicker. All of these signals are created in MATLAB using a variety of parameters. They are then broken down into detail [d1, d2, d3, d4, d5, d6, d7, d8] and approximate coefficients (A8) using the Daubechies mother wavelet at level 8. The complete PQ dataset consists total 750 samples and each sample has 72 features. Each decomposed signal yields eight features: mean, standard deviation, RMS value, energy, entropy, skewness, kurtosis, and ranges.  Because there are 9 decomposed signals, the total number of features is 9 x 8 = 72.
DOI: 10.17632/nkdpg8mn4f.2
title: PQ Disturbances Dataset

description: In order to prepare the PQ disturbances dataset, for PQ disturbances classification projects using deep learning, we consider a total of 12 disturbances, i.e., sag, swell, interruption, flicker, harmonics, transients, Swell with harmonics, Sag with harmonics, interrupt with harmonics, flicker with harmonics, swell with flicker; sag with flicker. All of these signals are created in MATLAB using a variety of parameters. They are then broken down into detail [d1, d2, d3, d4, d5, d6, d7, d8] and approximate coefficients (A8) using the Daubechies mother wavelet at level 8. The complete PQ dataset consists total 750 samples and each sample has 72 features. Each decomposed signal yields eight features: mean, standard deviation, RMS value, energy, entropy, skewness, kurtosis, and ranges.  Because there are 9 decomposed signals, the total number of features is 9 x 8 = 72.

The dimensionality of the dataset is reduced by compressing 72 input features into 64 features using an autoencoder in order to help machine learning engineers to build an effective AI model, These 64 features are extracted from the latent space of the autoencoder and further reduced to 21 based on statistical analysis.
DOI: 10.17632/nkdpg8mn4f.3
title: PQ Disturbances Dataset

description: In order to prepare the PQ disturbances dataset, for PQ disturbances classification projects using deep learning, we consider a total of 12 disturbances, i.e., sag, swell, interruption, flicker, harmonics, transients, Swell with harmonics, Sag with harmonics, interrupt with harmonics, flicker with harmonics, swell with flicker; sag with flicker. All of these signals are created in MATLAB using a variety of parameters. They are then broken down into detail [d1, d2, d3, d4, d5, d6, d7, d8] and approximate coefficients (A8) using the Daubechies mother wavelet at level 8. The complete PQ dataset consists total 750 samples and each sample has 72 features. Each decomposed signal yields eight features: mean, standard deviation, RMS value, energy, entropy, skewness, kurtosis, and ranges.  Because there are 9 decomposed signals, the total number of features is 9 x 8 = 72.

The dimensionality of the dataset is reduced by compressing 72 input features into 64 features using an autoencoder in order to help machine learning engineers build an effective AI model, These 64 features are extracted from the latent space of the autoencoder and further reduced to 21 based on statistical analysis.
DOI: 10.17632/t87zphvs5x.1
title: Vulnerability of smallholder farmers to climate variability and change in Chiredzi, Zimbabwe

description: The dataset consists of survey data collected from smallholder farmers in Chiredzi, mainly on socioeconomic and climatic factors. These data were used to calculate the livelihood vulnerability of smallholder farmers. The dataset underpins all the analysis done for the article "Vulnerability of smallholder farmers to climate variability and change in Chiredzi, Zimbabwe.” A questionnaire survey guide used has also been attached.
DOI: 10.17632/5dj4nzfncj.1
title: Data for: Soil microbial assemblages and landscape patterns shape compositional dissimilarities in woody plants in urban remnant forest patches

description: This data set contains all data used for analyzing the effects of soil microbial assemblages and landscape patterns on compositional dissimilarities in woody plants in remnant forest patches, including the presence and abundance information of tree species, shrub species, fungus and bacteria.
DOI: 10.17632/xfs5tpbx6j.1
title: original data of METTL5-mediated 18S rRNA m6A modification promotes oncogenic mRNA translation and intrahepatic cholangiocarcinoma progression

description: Intrahepatic cholangiocarcinoma (ICC) is a highly lethal malignancy characterized by rapid tumor progression. Hyperactive mRNA translation driven by mis-regulated RNA modifications has emerged as an essential oncogenic mechanism in ICC. While mRNA and tRNA modifications have been intensively studied, the function and mechanism of ribosomal RNA (rRNA) modifications, however, remain poorly understood in cancer biology. 
18S rRNA m6A is one of the two m6A modification in human rRNA catalyzed by methyltransferase METTL5. Despite its emerging functional importance in regulation of stem cell fate and growth, the role of 18S rRNA m6A modification in cancers remains largely unclear. Here we found that 18S rRNA m6A modification and METTL5 are aberrantly upregulated in ICC and associate with poor clinical survival. We further revealed the critical role of METTL5-mediated 18S rRNA m6A modification in regulation of ICC cell growth and metastasis using loss- and gain-of function assays in vitro and in vivo. The crucial oncogenic function of METTL5 was further corroborated using liver-specific knockout and overexpression ICC mouse models. Mechanistically, METTL5 depletion impairs 18S rRNA m6A modification level that hampers ribosome synthesis, which preferentially results in the translation inhibition of G-quadruplexes-containing mRNAs that enriched in many oncogenic signals including TGF-beta pathway. 
There are two novel findings in this original research. First, we disclose the important physiological functions of METTL5-mediated 18S rRNA m6A modification in ICC, uncovering an important link between rRNA modifications and cancer development. Second, we find that METTL5-mediated 18S rRNA m6A modification preferentially modulate the translation of certain oncogenic transcripts containing G-quadruplexes and shorter 5’-UTR length due to the impaired ribosome synthesis. Excepting mRNA and tRNA modifications, our study reveals an additional layer of selective regulation of gene expression mediated by rRNA modification, providing new strategies targeting abnormal translation for effective ICC treatment from rRNA modification layer.
DOI: 10.17632/8bpsx6zny5.1
title: Fortitude North dataset

description: The research hypothesis discussed in this paper is that an integration of drill hole geochemistry with petrophysics and geological observations can allow for the identification of geological processes and lithological units in a gold mineralizing system located in the Archean Yilgarn Craton of Western Australia.

The data presented in the paper includes whole-rock geochemical data, magnetic susceptibility, velocity, density and lithological logging gathered from drill hole samples. The data was gathered using various analytical techniques and was interpreted using cross plots and principal component analysis.

The data shows that the dominant host rocks in the Yilgarn Craton underwent in situ magmatic fractionation, with trends consistent with this process being observed in the geochemical data. Specifically, Ti, Fe, and P were found to have a positive correlation with Zr, while Mg had a negative correlation, indicating magmatic fractionation. Additionally, high Ti and P zones were interpreted as the upper parts of dolerite sills that fractionated in place during crystallization, which corresponded to zones of high magnetic susceptibility and dominated the magnetic response of the Fortitude North system.

Furthermore, multi-dimensional data analysis using principal component analysis indicated that the direction of the Au eigen vector corresponds with S, As, Sb, Cu, K, and Te, which are interpreted as pathfinder elements that can be used to delimit Au system targets. This suggests that hydrothermal processes related to Au mineralization are present in the Yilgarn Craton.

Notable findings from the data include the identification of magmatic processes, alteration, and lithological insights that can be incorporated into multi-scale data integration workflows to inform exploration programs targeting orogenic gold in Archean greenstone belts similar to the Yilgarn granite-greenstone terranes.

In summary, the data presented in this paper provides insights into the geological processes and lithological units present in a gold mineralizing system in the Yilgarn Craton of Western Australia, which can inform exploration programs targeting orogenic gold in similar geological settings.
DOI: 10.17632/h8gn74m8mr.1
title: Association between body mass perception and actual body mass index among women in Erbil city, Iraq

description: This study aimed to examine the association between body mass perception and actual body mass index (BMI) among women and explore the factors influencing this relationship.
DOI: 10.17632/ssj5f46k9x.1
title: Wholesale Gemstone Beads |

description: Manufacturer and Wholesaler of Loose & Semi-Precious Gemstone Beads Supplier from India.
Overall, gemstone beads can be used in a wide variety of ways, and their versatility and beauty make them a popular choice for many people. When purchasing gemstone beads online, it is important to ensure that they are of good quality and are sourced ethically.
DOI: 10.48567/0m0r-ae86
title: Theresa Automatic Weather Station, 2004 Reader format three-hour observational data.
DOI: 10.17632/jjrpyn56xr.1
title: Supplement to "Predicting high number of ischemic strokes by weather time series"

description: Supplement to  "Predicting high number of ischemic strokes by weather time series" by 
Babalova L, Grendar M, Kurca E, Sivak S, Kantorova E, Mikulova K, Stastny P, Fasko P, Szaboova K, Kubatka P, Nosal S, Nosal V.

R Notebook reports for Bratislava (BA), Banska Bystrica (BB), Kosice (KE) and Martin (MT).
DOI: 10.17632/t542vb82pk.1
title: Coral reef-like nickel-cobalt electrocatalyst

description: These data files are associated with the following publication:

Improvement of electrocatalytic properties of copper nanofoam modified by coral reef-like nickel-cobalt electrocatalyst for water splitting

Published in:

Journal of Alloys and Compounds
DOI: 10.17632/2yhp3dw4sk.1
title: METTL14 Regulates Chromatin Bivalent Domains in Mouse Embryonic Stem Cells

description: WB of Figures 3I, 3M, 5A, 5B, 5C, 5D, S1A, S1C, S2C, S2E, S2I, S3J, S3K
DOI: 10.48567/kpdj-cs61
title: Uranus Glacier Automatic Weather Station, 2004 Reader format three-hour observational data.
DOI: 10.17632/k7tdp8kwgf.1
title: Z′-explorer: A simple tool to probe Z′ models against LHC data

description: New Physics model building requires a vast number of cross-checks against available experimental results. In particular, new neutral, colorless, spin-1 bosons Z', can be found in many models. We introduce in this work a new easy-to-use software Z'-explorer which probes Z' models to all available decay channels at LHC. This program scrutinizes the parameter space of the model to determine which part is still allowed, which is to be shortly explored, and which channel is the most sensitive in each region of parameter space. The user does not need to implement the model nor run any Monte Carlo simulation, but instead just needs to use the Z' mass and its couplings to Standard Model particles. We describe Z'-explorer backend and provide instructions to use it from its frontend while applying it to a variety of Z' models. In particular, we show Z'-explorer application and utility in a sequential Standard Model, a B-L Z' and a simplified two-sector or Warped/Composite model. The output of the program condenses the phenomenology of the model features, the experimental techniques, and the search strategies in each channel in an enriching outcome. We find that compelling add-ons to the software would be to include correlation between decay channels, low-energy physics results, and Dark Matter searches. The software is open-source ready to use, and available for modifications, improvements, and updates by the community.
DOI: 10.17632/k7tdp8kwgf.2
title: Z′-explorer 2.0: Reconnoitering the dark matter landscape

description: We introduce version 2.0 of Z'-explorer, a software tool that provides a simple, fast, and user-friendly test of models with an extra U(1) gauge boson (Z') against experimental LHC results. The main novelty of the second version is the inclusion of missing energy searches, as the first version only included final states into SM particles. Hence Z'-explorer 2.0 is able to test dark matter models where the Z' acts as an s-channel mediator between the Standard Model and the dark sector, a widespread benchmark employed by the ATLAS and CMS experimental collaborations. To this end, we perform here the first public reinterpretation of the most recent ATLAS mono-jet search with 139 fb−1. In addition, the corresponding searches in the visible final states have also been updated. We illustrate the power of our code by re-obtaining public plots and also showing novel results. In particular, we study the cases where the Z' couples strongly to top quarks (top-philic), where dark matter couples with a mixture of vector and axial-vector couplings, and also perform a scan in the parameter space of a string inspired Stückelberg model. Z'-explorer 2.0 is publicly available on GitHub.
DOI: 10.17632/2w8n2rwnsx.1
title: gifted data

description: data of The Roles of Inferiority Feelings, Self-Coldness, and Self-Compassion in the Stress and Anxiety Experiences of Gifted Adolescents
DOI: 10.48567/tgs9-ss02
title: Vito Automatic Weather Station, 2004 Reader format three-hour observational data.
DOI: 10.17632/z3skg57dc4.1
title: data for "Local structure and crystallization-transformation of hydrous ferric arsenate in acidic H2O-Fe(III)-As(V)-SO42- systems: Implications for acid mine drainage and arsenic geochemical cycling"

description: raw data for all figures in the manuscript of "Local structure and crystallization-transformation of hydrous ferric arsenate in acidic H2O-Fe(III)-As(V)-SO42- systems: Implications for acid mine drainage and arsenic geochemical cycling"
DOI: 10.48567/6atd-bb06
title: Willie Field Automatic Weather Station, 2004 Reader format three-hour observational data.
DOI: 10.17632/dh6n2zfkn4.1
title: Dataset: Geographical distribution and reed cover of Hungarian fishponds

description: The data is organized in the following folders:

Folder:

- “Fishpond_points_HU”: contains the MS Excel file “FP_HU.xlsx” with the coordinates (latitude and longitude) as well as the shapefile “FP_HU.shp” for the fishpond farm locations in Hungary. 

- “Fishpond_poly_HU”: contains the polygon shapefile for the boundaries of the fishponds

- “Reed_Cover_FP_HU”: contains GeoTIFF images for the reed cover present inside the fishponds. The reed cover was mapped by applying the NDVI thresholding method on Sentinel 2 imagery for all seven NUTS2 regions of Hungary from the year 2017 – 2021. The year-wise classified reed cover images can be found in the sub-folders namely: “CH” – Central Hungary, “NH” – Northern Hungary, “CTD” – Central Transdanubia, “STD” - Southern Transdanubia, “WTD”- Western Transdanubia, “SGP” – Southern Great Plain and “NGP” – Northern Great Plain.

In order to replicate the study, the Google Earth Engine (GEE) script is also provided in this database.
DOI: 10.17632/wmscss2vwj.1
title: Supplementary files for JAAD research letter

description: Supplementary files from Qiaolin Wang et al.
DOI: 10.17632/nvdn6vfr4p.1
title: Novel EPHB4 mutation

description: Capillary malformation-arteriovenous malformation syndrome 2 (CM-AVM2) is an autosomal dominant condition associated with heterozygous pathogenic variants in the EPHB4 gene. It is characterized by multiple capillary malformations (CMs) with associated fast-flow vascular anomalies such as arteriovenous malformations (AVMs) and arteriovenous fistulas (AVF). In this work, we describe two CM-AVM2 families with two novel mutations in exon 13 of EPHB4 (NM_004444:c.2197G>T, p.E733X) and exon 14 of EPHB4 (NM_004444:c.2335-2A>T, p.E818Tfs*4). Combining our patients' genotypes and phenotypes, we demonstrated that CM-AVM2 was the definite diagnosis.
DOI: 10.17632/nvdn6vfr4p.2
title: Novel EPHB4 mutation

description: Capillary malformation-arteriovenous malformation syndrome 2 (CM-AVM2) is an autosomal dominant condition associated with heterozygous pathogenic variants in the EPHB4 gene. It is characterized by multiple capillary malformations (CMs) with associated fast-flow vascular anomalies such as arteriovenous malformations (AVMs) and arteriovenous fistulas (AVF). In this work, we describe two CM-AVM2 families with two novel mutations in exon 13 of EPHB4 (NM_004444:c.2197G>T, p.E733X) and exon 14 of EPHB4 (NM_004444:c.2335-2A>T, p.E818Tfs*4). Combining our patients' genotypes and phenotypes, we demonstrated that CM-AVM2 was the definite diagnosis.
DOI: 10.48567/k1dt-8n24
title: Windless Bight Automatic Weather Station, 2004 Reader format three-hour observational data.
DOI: 10.17632/4rj7yvwy45.1
title: English of the Third Circle: Pros and Cons, Position in the New Normal,  and Value of Formal Education 

description: English of the third circle is a term used to describe English as a foreign language. It refers to the use of English in countries where it is not the primary language and is learned and used as a secondary language.
DOI: 10.17632/tbhhx8t94s.1
title: Jonckheere and Tamer 2023, On etching, selection and measurement of confined fission tracks in apatite

description: Fission track length and width measurements