cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr38931
title: Survey of Consumer Attitudes and Behavior, April 2020
title: Archival Version

description: The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2020 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables.
Also explored in this survey, were respondents' vehicle financing, political affiliation, and the coronavirus. Demographic information includes ethnic origin, sex, age, marital status, and education.
description: The purpose of this survey series is to forecast changes in aggregate consumer behavior.
description: This survey is a rotating panel design. For each monthly sample, an independent cross-section sample of households is drawn. The respondents chosen in this drawing are then reinterviewed six months later. The result is a rotating panel design, and the total sample for any one survey is normally made up of 60 percent new respondents with 40 percent being interviewed for the second time.
description: The data are not weighted, however, this collection contains three weight variables; <b>WT_AD</b> (Adult weight), <b>WT_HH</b> (Household weight), <b>WT</b> (Household weight (WT_HH renamed)) and that must be used in any analysis. For more information on weights and sampling, please refer to the documentation and/or visit the Survey of Consumer Website.
description: National sample of telephone numbers from cell (RDD) sampling frame.
description: Datasets: 
DS0: Study-Level Files
DS1: Public-Use Data
DS2: Restricted-Use Data
description: Persons aged 18 years or older living in households with telephones in the coterminous United States. Smallest Geographic Unit: FIPS code
description: computer-assisted telephone interview (CATI)Information on the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations and how they were created can be found in the P.I. Codebook.Additional information on the Surveys of Consumers can be found by visiting the Survey of Consumer Website.
DOI: 10.25413/sun.24746463
title: Isolation and comparison of native ericoid mycorrhizal fungi present on ericaceous plants within South Africa

description: The data and figures were generated from a thesis, which focused on the associations between ericaceous plants in the Fynbos regions with fungi at their roots. The main aims were to gain a deeper understanding of the fungal diversity of these beneficial fungi, and to gain more knowledge on ericoid mycorrhizal fungi (ErMF) that are typically associated with these plants. <i>Erica </i>spp. and <i>Vaccinium </i>sp. growing in the Fynbos region were the main plants focused on this this research.
DOI: 10.25413/sun.24746463.v1
title: Isolation and comparison of native ericoid mycorrhizal fungi present on ericaceous plants within South Africa

description: The data and figures were generated from a thesis, which focused on the associations between ericaceous plants in the Fynbos regions with fungi at their roots. The main aims were to gain a deeper understanding of the fungal diversity of these beneficial fungi, and to gain more knowledge on ericoid mycorrhizal fungi (ErMF) that are typically associated with these plants. <i>Erica </i>spp. and <i>Vaccinium </i>sp. growing in the Fynbos region were the main plants focused on this this research.
DOI: 10.26093/cds/aladin/t36n-rv
title: 2MASS6X H (1.66um) HiPS

description: During the final months of 2MASS observatory operations, a campaign of targeted "long exposure" observations was carried out during times when no previously unscanned parts of the sky were available for the main survey. These observations used the same freeze-frame scanning technique employed for the survey, but with READ2-READ1 exposures six times longer than was used for normal survey observations (hence they are referred to as "6x" observations). The 2MASS 6x measurements were intended to probe ~1 magnitude deeper than the main survey in unconfused regions. Approximately 590 deg2 of sky distributed in 30 targeted regions were scanned at least once using the long exposures. Most of this area is concentrated in two large, comprehensive surveys of the Large and Small Magellanic Clouds, 383 deg2 and 127 deg2, respectively. Twenty-eight additional smaller fields were mapped in the 6x mode from both observatories, covering targets that include the Pleiades open cluster, galactic star formation complexes, M31, nearby galaxy clusters and the Lockman Hole.
DOI: 10.26093/cds/aladin/2pkm-1n1
title: 2MASS6X K (2.16um) HiPS

description: During the final months of 2MASS observatory operations, a campaign of targeted "long exposure" observations was carried out during times when no previously unscanned parts of the sky were available for the main survey. These observations used the same freeze-frame scanning technique employed for the survey, but with READ2-READ1 exposures six times longer than was used for normal survey observations (hence they are referred to as "6x" observations). The 2MASS 6x measurements were intended to probe ~1 magnitude deeper than the main survey in unconfused regions. Approximately 590 deg2 of sky distributed in 30 targeted regions were scanned at least once using the long exposures. Most of this area is concentrated in two large, comprehensive surveys of the Large and Small Magellanic Clouds, 383 deg2 and 127 deg2, respectively. Twenty-eight additional smaller fields were mapped in the 6x mode from both observatories, covering targets that include the Pleiades open cluster, galactic star formation complexes, M31, nearby galaxy clusters and the Lockman Hole.
DOI: 10.26093/cds/aladin/398e-2je
title: 2MASS6X color J (1.23um) & K (2.16um) HiPS

description: During the final months of 2MASS observatory operations, a campaign of targeted "long exposure" observations was carried out during times when no previously unscanned parts of the sky were available for the main survey. These observations used the same freeze-frame scanning technique employed for the survey, but with READ2-READ1 exposures six times longer than was used for normal survey observations (hence they are referred to as "6x" observations). The 2MASS 6x measurements were intended to probe ~1 magnitude deeper than the main survey in unconfused regions. Approximately 590 deg2 of sky distributed in 30 targeted regions were scanned at least once using the long exposures. Most of this area is concentrated in two large, comprehensive surveys of the Large and Small Magellanic Clouds, 383 deg2 and 127 deg2, respectively. Twenty-eight additional smaller fields were mapped in the 6x mode from both observatories, covering targets that include the Pleiades open cluster, galactic star formation complexes, M31, nearby galaxy clusters and the Lockman Hole.
DOI: 10.6084/m9.figshare.24763950
title: <b>Liver transcriptomics and histopathology reveal an association between lung inflammation and liver disease in patients with alpha-1 antitrypsin deficiency</b>

description: Alpha-1 antitrypsin deficiency (AATD) is a genetic disease which can lead to lung and liver disease. Until now, the relationship between AATD-associated lung and liver disease was not known. We show that there exist unique transcriptomic and histopathology profiles in the liver when comparing AATD individuals with lung disease (LD) versus AATD individuals without lung disease (NLD).
DOI: 10.5281/zenodo.10005682
title: Data for: Machine-learning-accelerated simulations enable heuristic-free surface reconstruction

description: This is the dataset for the publication "Machine-learning-accelerated simulations enable heuristic-free surface reconstruction", by X. Du, J.K. Damewood, J.R. Lunger, R. Millan, B. Yildiz, L. Li, and R. Gómez-Bombarelli. The repository contains the density-functional theory (DFT) data used to train the neural network force fields (NFF), selected results from our GaN(0001), Si(111), and SrTiO3(001) Virtual Surface Site Relaxation-Monte Carlo (VSSR-MC) runs, and Jupyter notebooks used for analysis and plots. To run the .ipynb's, you will need to install surface-sampling (tested up to commit 02820d339eed6291b6af6ccb809f154ad6244110 on master) and NeuralForceField (tested up to commit 72d1f32f43f202c1a466116beeed15845a6456e7 on master) from the Rafael Gómez-Bombarelli Group @ MIT.
DOI: 10.5281/zenodo.10251760
title: Data for: Machine-learning-accelerated simulations enable heuristic-free surface reconstruction

description: This is the dataset for the publication "Machine-learning-accelerated simulations to enable automatic surface reconstruction", by X. Du, J.K. Damewood, J.R. Lunger, R. Millan, B. Yildiz, L. Li, and R. Gómez-Bombarelli. The repository contains the density-functional theory (DFT) data used to train the neural network force fields (NFF), selected results from our GaN(0001), Si(111), and SrTiO3(001) Virtual Surface Site Relaxation-Monte Carlo (VSSR-MC) runs, and Jupyter notebooks used for analysis and plots. To run the .ipynb's, you will need to install surface-sampling (tested up to commit 02820d339eed6291b6af6ccb809f154ad6244110 on master) and NeuralForceField (tested up to commit 72d1f32f43f202c1a466116beeed15845a6456e7 on master) from the Rafael Gómez-Bombarelli Group @ MIT.
DOI: 10.5281/zenodo.7758175
title: Data for: Machine learning-accelerated simulations enable heuristic-free surface reconstruction

description: This is the dataset for the publication "Machine learning-accelerated simulations enable heuristic-free surface reconstruction", by X. Du, J.K. Damewood, J.R. Lunger, R. Millan, B. Yildiz, L. Li, and R. Gómez-Bombarelli. The repository contains the density-functional theory (DFT) data used to train the neural network force fields (NFF), selected results from our GaN(0001) and SrTiO<sub>3</sub>(001) Virtual Surface Site Relaxation-Monte Carlo (VSSR-MC) runs, and Jupyter notebooks used for analysis and plots. To run the <code>.ipynb</code>'s, you will need to install surface-sampling and NeuralForceField from the Rafael Gomez-Bombarelli Group @ MIT.
DOI: 10.5281/zenodo.7927015
title: Data for: Machine learning-accelerated simulations enable heuristic-free surface reconstruction

description: This is the dataset for the publication "Machine learning-accelerated simulations enable heuristic-free surface reconstruction", by X. Du, J.K. Damewood, J.R. Lunger, R. Millan, B. Yildiz, L. Li, and R. Gómez-Bombarelli. The repository contains the density-functional theory (DFT) data used to train the neural network force fields (NFF), selected results from our GaN(0001) and SrTiO<sub>3</sub>(001) Virtual Surface Site Relaxation-Monte Carlo (VSSR-MC) runs, and Jupyter notebooks used for analysis and plots. To run the <code>.ipynb</code>'s, you will need to install surface-sampling and NeuralForceField from the Rafael Gomez-Bombarelli Group @ MIT.
DOI: 10.5281/zenodo.7927039
title: Data for: Machine learning-accelerated simulations enable heuristic-free surface reconstruction

description: This is the dataset for the publication "Machine learning-accelerated simulations enable heuristic-free surface reconstruction", by X. Du, J.K. Damewood, J.R. Lunger, R. Millan, B. Yildiz, L. Li, and R. Gómez-Bombarelli. The repository contains the density-functional theory (DFT) data used to train the neural network force fields (NFF), selected results from our GaN(0001) and SrTiO<sub>3</sub>(001) Virtual Surface Site Relaxation-Monte Carlo (VSSR-MC) runs, and Jupyter notebooks used for analysis and plots. To run the <code>.ipynb</code>'s, you will need to install surface-sampling and NeuralForceField from the Rafael Gomez-Bombarelli Group @ MIT.
DOI: 10.5281/zenodo.7758174
title: Data for: Machine-learning-accelerated simulations enable heuristic-free surface reconstruction

description: This is the dataset for the publication "Machine-learning-accelerated simulations to enable automatic surface reconstruction", by X. Du, J.K. Damewood, J.R. Lunger, R. Millan, B. Yildiz, L. Li, and R. Gómez-Bombarelli. The repository contains the density-functional theory (DFT) data used to train the neural network force fields (NFF), selected results from our GaN(0001), Si(111), and SrTiO3(001) Virtual Surface Site Relaxation-Monte Carlo (VSSR-MC) runs, and Jupyter notebooks used for analysis and plots. To run the .ipynb's, you will need to install surface-sampling (tested up to commit 02820d339eed6291b6af6ccb809f154ad6244110 on master) and NeuralForceField (tested up to commit 72d1f32f43f202c1a466116beeed15845a6456e7 on master) from the Rafael Gómez-Bombarelli Group @ MIT.
DOI: 10.5281/zenodo.7972459
title: Data for: Machine learning-accelerated simulations enable heuristic-free surface reconstruction

description: This is the dataset for the publication "Machine-learning-accelerated simulations enable heuristic-free surface reconstruction", by X. Du, J.K. Damewood, J.R. Lunger, R. Millan, B. Yildiz, L. Li, and R. Gómez-Bombarelli. The repository contains the density-functional theory (DFT) data used to train the neural network force fields (NFF), selected results from our GaN(0001) and SrTiO<sub>3</sub>(001) Virtual Surface Site Relaxation-Monte Carlo (VSSR-MC) runs, and Jupyter notebooks used for analysis and plots. To run the <code>.ipynb</code>'s, you will need to install surface-sampling (tested up to commit <code>41f192d43bb5a448f5360f9144e6b980e36f88c1</code> on <code>master</code>) and NeuralForceField (tested up to commit <code>7f528f4b89c96c92d264ada413c094cf6972ce8b</code> on <code>master</code>) from the Rafael Gómez-Bombarelli Group @ MIT.
DOI: 10.6073/pasta/3b9095eb0d80afb6456a61ab37bb6b72
title: Rocky Mountain National Park bulk inorganic N deposition in close proximity to roads, summer 2021

description: Vehicles are an important source for N deposition that may negatively impact roadside ecosystems. While elevated roadside N deposition has been found in many locations, it is not yet known if vehicle emissions cause measurable increases of N deposition in complex, mountainous terrain adjacent to roads. To address this, this study investigated the effect of vehicle N emissions on throughfall (through trees) and open N deposition in a high traffic corridor in mountainous terrain of Rocky Mountain National Park, Colorado, USA. We measured bulk (wet + dry) atmospheric N deposition in throughfall and open samplers on transects of 750 (throughfall) and 225 (open) m moving away from the road using ion exchange resin (IER) collectors. This dataset contains inorganic nitrogen deposition data from this study.
DOI: 10.6084/m9.figshare.22689688
title: Clinical utility of reproductive carrier screening for preconception and pregnant couples for multiple genetic conditions: a systematic review and meta-analysis

description: Many scientific societies have emphasized the importance of evaluating the clinical utility of reproductive carrier screening (RCS). This systematic review aims to assess the clinical utility of RCS and synthesize the outcomes in a meta-analysis. A total of eleven studies were included. The number of conditions screened in the studies varied from three to 176 and led to the identification of one to 24 high-risk couples (HRCs) per 1,000 screened individuals. Pooled estimations were as follows: the prenatal diagnosis (PND) rate among pregnant HRCs 0.644 (95% CI = 0.364, 0.923), the termination rate among affected pregnancies 0.714 (95% CI = 0.524, 0.904), and the rate of in-vitro fertilization (IVF) with preimplantation genetic testing (PGT) 0.631 (95% CI = 0.538, 0.725). There is a statistically significant decrease in the rates of undertaking PND and termination as the number of screened conditions increases. Carriers of conditions classified as having a more severe impact were found to be more likely to choose termination or IVF with PGT. Our review suggests that the number and the severity of screened conditions can significantly impact HRCs’ reproductive decisions. Future work needs to investigate the definition of clinical utility and the design of screening panels.
DOI: 10.6084/m9.figshare.22689688.v1
title: Clinical utility of reproductive carrier screening for preconception and pregnant couples for multiple genetic conditions: a systematic review and meta-analysis

description: Many scientific societies have emphasized the importance of evaluating the clinical utility of reproductive carrier screening (RCS). This systematic review aims to assess the clinical utility of RCS and synthesize the outcomes in a meta-analysis. A total of eleven studies were included. The number of conditions screened in the studies varied from three to 176 and led to the identification of one to 24 high-risk couples (HRCs) per 1,000 screened individuals. Pooled estimations were as follows: the prenatal diagnosis (PND) rate among pregnant HRCs 0.644 (95% CI = 0.364, 0.923), the termination rate among affected pregnancies 0.714 (95% CI = 0.524, 0.904), and the rate of in-vitro fertilization (IVF) with preimplantation genetic testing (PGT) 0.631 (95% CI = 0.538, 0.725). There is a statistically significant decrease in the rates of undertaking PND and termination as the number of screened conditions increases. Carriers of conditions classified as having a more severe impact were found to be more likely to choose termination or IVF with PGT. Our review suggests that the number and the severity of screened conditions can significantly impact HRCs’ reproductive decisions. Future work needs to investigate the definition of clinical utility and the design of screening panels.
DOI: 10.6084/m9.figshare.22664513
title: Pathology-supported genetic testing for the application of breast cancer pharmacodiagnostics: family counselling, lifestyle adjustments and change of medication

description: Pathology-supported genetic testing (PSGT) enables transitioning of risk stratification from the study population to the individual. We provide an overview of the translational research performed in postmenopausal breast cancer patients at increased risk of osteoporosis due to aromatase inhibitor therapy, as the indication for referral. Both tumor histopathology and blood biochemistry levels were assessed to identify actionable disease pathways using whole exome sequencing (WES). The causes and consequences of inadequate vitamin D levels as a modifiable risk factor for bone loss were highlighted in 116 patients with hormone receptor-positive breast cancer. Comparison of lifestyle factors and WES data between cases with vitamin D levels at extreme upper and lower ranges identified obesity as a major discriminating factor, with the lowest levels recorded during winter. Functional polymorphisms in the vitamin D receptor gene contributed independently to therapy-related osteoporosis risk. In a patient with invasive lobular carcinoma, genetic counseling facilitated investigation of the potential modifying effect of a rare CDH1 variant co-occurring with BRCA1 c.66dup (p.Glu23ArgfsTer18). Validation of PSGT as a three-pronged pharmacodiagnostics tool for generation of adaptive reports and data reinterpretation during follow-up represents a new paradigm in personalized medicine, exposing significant limitations to overcome.
DOI: 10.6084/m9.figshare.22664513.v1
title: Pathology-supported genetic testing for the application of breast cancer pharmacodiagnostics: family counselling, lifestyle adjustments and change of medication

description: Pathology-supported genetic testing (PSGT) enables transitioning of risk stratification from the study population to the individual. We provide an overview of the translational research performed in postmenopausal breast cancer patients at increased risk of osteoporosis due to aromatase inhibitor therapy, as the indication for referral. Both tumor histopathology and blood biochemistry levels were assessed to identify actionable disease pathways using whole exome sequencing (WES). The causes and consequences of inadequate vitamin D levels as a modifiable risk factor for bone loss were highlighted in 116 patients with hormone receptor-positive breast cancer. Comparison of lifestyle factors and WES data between cases with vitamin D levels at extreme upper and lower ranges identified obesity as a major discriminating factor, with the lowest levels recorded during winter. Functional polymorphisms in the vitamin D receptor gene contributed independently to therapy-related osteoporosis risk. In a patient with invasive lobular carcinoma, genetic counseling facilitated investigation of the potential modifying effect of a rare CDH1 variant co-occurring with BRCA1 c.66dup (p.Glu23ArgfsTer18). Validation of PSGT as a three-pronged pharmacodiagnostics tool for generation of adaptive reports and data reinterpretation during follow-up represents a new paradigm in personalized medicine, exposing significant limitations to overcome.
DOI: 10.5281/zenodo.10253447
title: Dataset for paper "Global method for gender profile estimation from distribution of first names"

description: Full dataset for paper "Global method for gender profile estimation from distribution of first names". See https://arxiv.org/abs/2305.07587
DOI: 10.5281/zenodo.10253446
title: Dataset for paper "Global method for gender profile estimation from distribution of first names"

description: Full dataset for paper "Global method for gender profile estimation from distribution of first names". See https://arxiv.org/abs/2305.07587
DOI: 10.5281/zenodo.7361424
title: Pre-calculated turning points of Stability-curve for stationary Shakura-Sunyaev accretion disc

description: The pre-calculated turning points for surface density \(\Sigma\), effective temperature \(T_{\rm eff}\) and accretion rate \(\dot{M}\) of S-shaped stability curve for stationary Shakura-Sunyaev viscous accretion disc. Calculations performed for 20 linearly scaled values of central source mass from \(1\, M_{\odot}\) to \(20\, M_{\odot}\), 20 logarithmically scaled values of viscous parameter \(\alpha\) from \(3\cdot10^{-4}\) to 0.7, 20 logarithmically scaled values of radius from \(7\cdot10^7\) cm to \(5\cdot10^{11}\) cm.


The new open-source Python3 code is used to calculate the vertical structure of the disc with tabular opacity (solar chemical composition) and both convective and radiative energy transport taking into account. As a result, one can obtain S-shaped stability curve — a graphically depicted sequence of solutions of the vertical-structure equations, obtained at a single disc radius, in the coordinates of accretion rate or effective temperature versus the surface density. S-curve turn points allow to investigate the stability of disc with respect to temperature and surface density fluctuations. 


Reading of the data (Python3):


import numpy as np
data = np.genfromtxt('Turn_points_array.dat', names=True)