cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.2563797
title: Data and code for figures in "Optical Backaction-Evading Measurement of a Nanomechanical Oscillator"

description: Data and code for figures in "Optical Backaction-Evading Measurement of a Nanomechanical Oscillator"
description: Tested with Python 3.7.2, Numpy 1.16.2, Scipy 1.2.1, Matplotlib 3.0.3
PyQt5 is recommended
DOI: 10.5519/qd.uxude9gq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (960 records)
DOI: 10.7910/dvn/6hjk0x
title: The Stop Snoring and Sleep Apnea Program

description: The Stop Snoring and Sleep Apnea Program is an online system designed to get to the root of the program. It isn’t about eating a healthy diet to lose weight so you can sleep better, taking potent prescription medications, sleeping with an uncomfortable CPAP machine or any of that other nonsense you have likely been recommended to try previously. Instead, it’s about working out the areas that are causing you to snore or to suffer from sleep apnea. Intrigued? As was I! So, I took the plunge and here’s what I discovered when I completed The Stop Snoring and Sleep Apnea Program.
DOI: 10.17632/3s3zjj4fvc.1
title: Data for: Secular Stagnation? Is there testable statistical evidence for an unprecedented, systematic decline in growth?

description: We use seasonally adjusted quarterly ln-US real GDP (1947.1-2018.2) from the US Bureau of Economic Analysis, annual ln-US real GDP per capita (1790-2015) extracted from Johnston and Williamson (2016) and ln-US MFP (1948-2017) as a proxy for technical change, extracted from the US Bureau of Labor Statistics. Furthermore, ln-US LP (1950-2018) per person employed is derived from the Conference Board Total Economy Database.
DOI: 10.25919/5cd2a7f6e410f
title: Parkes pulsar observations with undefined project IDs for 2019_11

description: Parkes pulsar observations with undefined project IDs for 2019. This collection contains observations from project ID P1009.
DOI: 10.5519/qd.hxzyj8jn
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (113 records)
DOI: 10.5281/zenodo.2677470
title: Supplementary material for the Systematic Literature Review (SLR) on software-testing education

description: Supplementary material for the Systematic Literature Review (SLR) on software-testing education
DOI: 10.5281/zenodo.2677471
title: Primary studies reviewed in the systematic literature review (SLR) on Software-testing education

description: Primary studies reviewed in the systematic literature review (SLR) on Software-testing education
DOI: 10.21227/0qne-zz40
title: Demands for bus ridesharing in Shanghai, China, feb 20, 2007.

description: This is the dataset used in the experiment of paper "Bus-Pooling: A Large-Scale Bus Ridesharing Service". The dataset contains 4,891,984 trajectory data from 4,000 Shanghai taxis from one day (Feb 20, 2007), and 66,369 trips are extracted from the trajectory data. The 100 groups of coordinate sets containing three coordinates as experimental samples are used to compare the effectiveness and efficiency of location-allocation algorithms. Each set of coordinates is the pickup and delivery point randomly extracted from 66,369 trips.
DOI: 10.17632/25gf67c96f.1
title: Stated Preferences for Car Choice

description: This Data set including all the Variables (choice, college,hsg2, coml5, typez, fuelz, pricez, speedz, pollutionz, sizez) from 2016 to 2018.I scrapped this data from www.qed.econ.queensu.ca
DOI: 10.17632/25gf67c96f.2
title: Stated Preferences for Car Choice

description: This Data set including all the Variables (choice, college,hsg2, coml5, typez, fuelz, pricez, speedz, pollutionz, sizez) from 2016 to 2018.I scrapped this data from www.qed.econ.queensu.ca
DOI: 10.17632/n36dz67dtw.1
title: Data for: 3382629
DOI: 10.21227/3n83-hb56
title: Bus ridesharing scheduling problem of Chengdu city in China.

description: This dataset used in the experiment of paper "Bus Ridesharing Scheduling Problem". This is a real-world bus ridesharing scheduling problem of Chengdu city in China, which includes 10 depots, 2,000 trips.
DOI: 10.21227/ajrc-d751
title: Demands for bus ridesharing in Shanghai, China, feb 20, 2007.

description: This is the dataset used in the experiment of paper "Bus-Pooling: A Large-Scale Bus Ridesharing Service". The dataset contains 4,891,984 trajectory data from 4,000 Shanghai taxis from one day (Feb 20, 2007), and 66,369 trips are extracted from the trajectory data. The 100 groups of coordinate sets containing three coordinates as experimental samples are used to compare the effectiveness and efficiency of location-allocation algorithms. Each set of coordinates is the pickup and delivery point randomly extracted from 66,369 trips.
DOI: 10.5258/soton/d0877
title: Dataset for: Comparing the influence of organoclay on the morphology and dielectric properties of three thermoplastic polymers

description: This document contains the raw data for the paper entitled "Comparing the influence of organoclay on the morphology and dielectric properties of three thermoplastic polymers" submitted to Conference on Electrical Insulation and Dielectric Phenomena (CEIDP) 2019
DOI: 10.17632/dvd7dmjdw5.1
title: Data for: 3382629
DOI: 10.17632/dvd7dmjdw5.2
title: Data for: 3382629
DOI: 10.17632/mz85p2xd8z.1
title: Dataset: Associations of cardiovascular function and structure with feed efficiency and carcass composition in beef cattle

description: This dataset contains each SAS syntax file, input data file and output file used in completion of the Livestock Science Submission Manuscript titled “Associations of cardiovascular function and structure with feed efficiency and carcass composition in beef cattle” along with a step by step guide to work through all files in the correct order to complete the statistical analysis and reproduce the results detailed in the manuscript.
DOI: 10.17632/j9427wpggx.1
title: Data regarding: Seasonal variations in macrophages/microglia underlie changes in the mouse model of multiple sclerosis severity
DOI: 10.17632/vnjwxdwmg2.1
title: Variable thickness membrane

description: This program in C determines the optimal distribution of thickness along the radius of an axisymmetric membrane such that when the membrane is prestressed by radial displacement imposed on its boundary and then subjected to a given hydrostatic pressure exerted by an optical liquid, it deforms into a prescribed shape. The adjustable input parameters are specified at the beginning of the program. Young's modulus and the applied pressure are assumed to have unit values (scaling of the results to the general case is easy, as described in the paper).
DOI: 10.17632/vnjwxdwmg2.2
title: Variable thickness membrane

description: This program in C determines the optimal distribution of thickness along the radius of an axisymmetric membrane such that when the membrane is prestressed by radial displacement imposed on its boundary and then subjected to a given hydrostatic pressure exerted by an optical liquid, it deforms into a prescribed shape. The adjustable input parameters are specified at the beginning of the program. Young's modulus and the applied pressure are assumed to have unit values (scaling of the results to the general case is easy, as described in the paper).
DOI: 10.21227/k6ta-dy05
title: Demands for bus ridesharing in Shanghai, China, feb 20, 2007.

description: This is the dataset used in the experiment of paper "Bus-Pooling: A Large-Scale Bus Ridesharing Service". The dataset contains 4,891,984 trajectory data from 4,000 Shanghai taxis from one day (Feb 20, 2007), and 66,369 trips are extracted from the trajectory data. The 100 groups of coordinate sets containing three coordinates as experimental samples are used to compare the effectiveness and efficiency of location-allocation algorithms. Each set of coordinates is the pickup and delivery point randomly extracted from 66,369 trips.
DOI: 10.17632/2kmpt2wg9s.1
title: Dataset_Concepts for Advanced Practice Nursing Curriculum in Sub-Saharan Africa

description: A multimethod study in developing a Concept-based Advanced practice Nursing Curriculum Framework for Sub-Saharan Africa
DOI: 10.17632/8bfshc85ww.1
title: McCormack et al._Biogeosciences_2019
DOI: 10.17632/8bfshc85ww.2
title: McCormack et al._Biogeosciences_2019
DOI: 10.17632/pm9f8y537j.2
title: 15%Cr ferritic stainless steel

description: Fatigue-creep interaction behvior of 15% Cr ferritic stainless steel containing 0 or 0.5% Mo in mixed gas at 800C
DOI: 10.17632/pm9f8y537j.3
title: 15%Cr ferritic stainless steel

description: Fatigue-creep interaction behvior of 15% Cr ferritic stainless steel containing 0 or 0.5% Mo in mixed gas at 800C
DOI: 10.17632/s6brgxxktt.3
title: A dataset of factors affecting pre-service teachers’ integration of ICT during teaching practices: Indonesian context

description: This dataset describes two variables, technological pedagogical and content (TPACK) and theory of planned of behavior (TPB), that may affect pre-service teachers’ integration of ICT during teaching practices. Primary data is retrieved from 287 Indonesian pre-service teachers. The examination of the data was mainly conducted through the procedures of content validity index (CVI) and exploratory factor analysis (EFA). The dataset comprises of demographic information, TPACK, Beliefs on ICT, and Pre-service teachers’ ICT integration during teaching practices.
DOI: 10.17632/xpmtvn2k7m.1
title: Dataset for "From metabarcoding to metaphylogeography: separating the wheat from the chaff"

description: This dataset contains files with the relevant information on a metabarcoding dataset used as a case study to test the feasibility of performing phylogeographical studies on metabarcoding data, by Turon X, Antich A, Palacin C, Praebel, K and Wangensteen OS. Abstract of the manuscript: 1. Metabarcoding is by now a well-established method for biodiversity assessment. Metabarcoding datasets are usually used for α- and β-diversity estimates, that is, interspecies (or inter-MOTU) patterns, but they contain an enormous amount of intraspecies (intra-MOTU) information - so far untapped. 2. The use of COI amplicons is gaining momentum in metabarcoding studies targeting many eukaryote groups. COI has for a long time been the marker of choice in population genetics and phylogeography studies. Therefore, COI metabarcoding datasets can be used to study intraspecies patterns and phylogeographic features for hundreds of species simultaneously, opening a new field which we suggest to name metaphylogeography. 3. The main challenge for the implementation of this approach is the separation of erroneous sequences from true intra-MOTU variation. Here, we develop a cleaning protocol based on changes in entropy of the different codon positions of the COI sequence, together with co-occurrence patterns of sequences. 4. Using a dataset of community DNA from several benthic littoral communities in the Mediterranean and Atlantic seas, we first tested by simulation on a subset of sequences a two-step cleaning approach consisting of a denoising step followed by a minimal abundance filtering. The procedure was then applied to the whole dataset. 5. We obtained a total of 563 MOTUs that were usable for phylogeographic inference. We used semiquantitative rank data instead of read abundances to perform AMOVAs and haplotype networks. Genetic variability was mainly concentrated within samples, but with an important between-seas component as well. There were inter-group differences in the amount of variability between and within communities in each sea. For two species the results could be compared with traditional Sanger sequence data available for the same zones, giving similar patterns. 6. Our study shows that metabarcoding data can be used to infer intra- and interpopulation genetic variability of many species at a time, providing a new method with great potential for basic biogeography, connectivity and dispersal questions and for the more applied fields of conservation genetics, invasion genetics, and design of protected areas.
DOI: 10.17632/bfn8p44vcr.1
title: Flicker Data

description: Flicker Data
DOI: 10.17632/pm9f8y537j.1
title: 15%Cr ferritic stainless steel

description: Fatigue-creep interaction behvior of 15% Cr ferritic stainless steel containing 0 or 0.5% Mo in mixed gas at 800C
DOI: 10.5258/soton/d0902
title: Dataset for X-ray micro-computed tomography for non-destructive 3D X-ray histology

description: Datasets used for the study entitled 'X-ray micro-computed tomography for non-destructive 3D X-ray histology' byOrestis L. Katsamenis, Michael Olding, Jane A. Warner, David S. Chatelet, Mark G. Jones, Giacomo Sgalla, Bennie Smit, Oliver J. Larkin, Ian Haig, Luca Richeldi, Ian Sinclair, Peter M. Lackie, Philipp Schneider. The American Journal of PathologyAbstract for the paper
Historically, micro-computed tomography has been considered unsuitable for histological analysis of unstained formalin-fixed and paraffin-embedded (FFPE) soft tissue biopsies due to a lack of image contrast between the tissue and the paraffin. However, we recently demonstrated that μCT can successfully resolve microstructural detail in routinely prepared tissue specimens. Here, we illustrate how μCT imaging of standard FFPE biopsies can be seamlessly integrated into conventional histology workflows, enabling non-destructive three-dimensional (3D) X-ray histology, the use and benefits of which we showcase for the exemplar of human lung biopsy specimens. This technology advancement was achieved through manufacturing a first-of-kind μCT scanner for X-ray histology and developing optimised imaging protocols, which do not require any additional sample preparation. 3D X-ray histology allows for non-destructive 3D imaging of tissue microstructure, resolving structural connectivity and heterogeneity of complex tissue networks, such as the vascular or the respiratory tract. We also demonstrate that 3D X-ray histology can yield consistent and reproducible image quality, enabling quantitative assessment of tissue’s 3D microstructures, which is inaccessible to conventional two-dimensional histology. Being non-destructive the technique does not interfere with  histology workflows, permitting subsequent tissue characterisation by means of conventional light microscopy-based histology, immunohistochemistry, and immunofluorescence. 3D X-ray histology can be readily applied to a plethora of archival materials, yielding unprecedented opportunities in diagnosis and research of disease.
DOI: 10.17632/cw8bp2xvtv.1
title: Interpretation bias and contamination-based obsessive-compulsive symptoms influence emotional intensity related to disgust and fear
DOI: 10.17632/p5hfw86v9b.1
title: Adalyne_Safety

description: References for your safety paper
DOI: 10.17632/w27gds2sgb.1
title: Data for: 3381093

description: presentation
DOI: 10.17632/y5wkp2vmdv.2
title: Prova

description: structure
DOI: 10.17632/96pzfv29j2.1
title: Community and health staff perceptions on non-communicable disease management in primary care in El Salvador: a qualitative study

description: This study has the objective to gain an in-depth understanding of patient and provider experiences related to NCD care in the National Health System of El Salvador. It was conducted in different urban and rural locations throughout the country (2017-2018).
DOI: 10.17632/cvfy6dsdwd.1
title: Data for: Effect of chick size and protein level on the post-hatch growth performance of Japanese Quail (Coturnix coturnix japonica) chicks

description: The data illustrates the effect of different chick sizes of Japanese quails fed different dietary protein levels on the growth indices of the birds so as to guide farmers on the nutritional requirement of the birds irrespective of the initial weight differential to enable the chicks arrive table size within six weeks of age. It proffers the solution to quail farmers and hatcheries who may want to reject most especially small chicks because of the low weight therefore curbing losses by the hatcheries.
DOI: 10.17632/f4mb6b488n.1
title: Data for green synthesis and characterization of silver nanoparticles from ethanolic extracts of leaves of Annona muricata

description: This data was obtained from the synthesis and characterization of highly stable silver nanoparticles from ethanolic extracts of leaves of Annona muricata. AgNPs can be synthesized from Annona muricata leaves (AgNPs-L) using AgNO3 solution. The AgNPs can be characterized using spectroscopy and microscopy techniques. The data is composed of images, Microsoft excel data sheets, tables, among others. The data can be used by researchers undertaking similar research involving synthesis of AgNPs using leaves extracts of Annona muricata or any other plant species belonging to the same family. It can also be used to compare results from similar studies and or even replicate research as presented herein.
DOI: 10.17632/jkj2x782wh.1
title: Data for green synthesis and characterization of silver nanoparticles from ethanolic extracts of fruits of Annona muricata

description: This data was obtained from the synthesis and characterization of highly stable silver nanoparticles from ethanolic extracts of fruits of Annona muricata. AgNPs can be synthesized from Annona muricata fruits (AgNPs-F) using AgNO3 solution. The AgNPs can be characterized using spectroscopy and microscopy techniques. The data is composed of images, Microsoft excel data sheets, tables, among others. The data can be used by researchers undertaking similar research involving synthesis of AgNPs using fruit extracts of Annona muricata or any other plant species belonging to the same family. It can also be used to compare results from similar studies and or even replicate research as presented herein.
DOI: 10.6073/pasta/4e14737bc01c8c11d1f0b70b306cb6ef
title: Hourly weather data from the Arctic LTER Moist Acidic Tussock Experimental plots from 2011 to present, Toolik Filed Station, North Slope, Alaska.

description: Hourly weather data from the LTER Moist Acidic Tussock Experimental plots. The station was installed in 1990 in block 2 of the Toolik LTER experimental moist acidic tussock plots. The plots are located on a hillside near Toolik Lake (68 38' N, 149 36'W). Global solar radiation, photosynthetic active radiation, unfrozen precipitation, air temperature, relative humidity, wind speed, and wind direction are measured at 3 meters. Additional sensors in greenhouses and shade houses plots measure air temperature, relative humidity and photosynthetic active radiation during the growing season. The sensors are read every minute and averaged or totaled every hour.
DOI: 10.5281/zenodo.2598754
title: BrainIAK Tutorials: Condensed Datasets

description: This is a collection of datasets used by BrainIAK tutorials. These datasets are pre-processed and ready to use. They have been condensed, by reducing the number of subjects from the original studies, to keep the file size small. Each tutorial is paired with a dataset as listed below. The file brainiak_datasets.zip contains the data for all the tutorials, and in unzipped form uses 18GB of space. If you wish to download data for specific tutorials, use the list below to find the correct dataset to download and use.

Tutorial 2:  VDC (Kim et al., 2017) and 02-data-handling (this is a simulated dataset)

Tutorials 3-5: VDC  (Kim et al., 2017)

Tutorial 6: Ninety Six (Kriegeskorte et al., 2008)

Tutorials 7: Face-scene (Turk-Browne et al., 2012). The script for within subject searchlight uses the VDC dataset.

Tutorial 9: Face-scene (Turk-Browne et al., 2012)

Tutorial 8: Latatt (Hutchinson et al., 2016)

Tutorial 10: Pieman2 (Simony et al., 2016)

Tutorial 11: Raider (Haxby et al., 2011) and Pieman2 (Simony et al., 2016)

Tutorial 12: Sherlock_processed (Chen et al., 2017)
description: {"references": ["Kim, G., Norman, K. A., & Turk-Browne, N. B. (2017). Neural Differentiation of Incorrectly Predicted Memories. The Journal of Neuroscience, 37(8), 2022-2031. doi:10.1523/jneurosci.3272-16.2017", "Kriegeskorte, N., Mur, M., Ruff, D. A., Kiani, R., Bodurka, J., Esteky, H., \u2026 Bandettini, P. A. (2008). Matching Categorical Object Representations in Inferior Temporal Cortex of Man and Monkey. Neuron, 60(6), 1126\u20131141. https://doi.org/10.1016/j.neuron.2008.10.043", "Turk-Browne, N. B., Simon, M. G., & Sederberg, P. B. (2012). Scene Representations in Parahippocampal Cortex Depend on Temporal Context. Journal of Neuroscience, 32(21), 7202\u20137207. https://doi.org/10.1523/JNEUROSCI.0942-12.2012", "Hutchinson, J. B., Pak, S. S., & Turk-Browne, N. B. (2016). Biased Competition during Long-term Memory Formation. Journal of Cognitive Neuroscience, 28(1), 187\u2013197. https://doi.org/10.1162/jocn_a_00889", "Haxby, J. V., Guntupalli, J. S., Connolly, A. C., Halchenko, Y. O., Conroy, B. R., Gobbini, M. I., \u2026 Ramadge, P. J. (2011). A common, high-dimensional model of the representational space in human ventral temporal cortex. Neuron, 72(2), 404\u2013416. https://doi.org/10.1016/j.neuron.2011.08.026", "Chen, J., Leong, Y. C., Honey, C. J., Yong, C. H., Norman, K. A., & Hasson, U. (2017). Shared memories reveal shared structure in neural activity across individuals. Nature Neuroscience, 20(1), 115\u2013125. https://doi.org/10.1038/nn.4450", "Simony, E., Honey, C. J., Chen, J., Lositsky, O., Yeshurun, Y., Wiesel, A., & Hasson, U. (2016). Dynamic reconfiguration of the default mode network during narrative comprehension. Nature Communications, 7, 12141. https://doi.org/10.1038/ncomms12141"]}