cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5383693
title: Development and conceptual validation of a questionnaire to help contraceptive choice: CHLOE (Contraception: HeLping for wOmen’s choicE)

description: <b>Objective:</b> The aim of this research was to develop a questionnaire to facilitate choice of the most appropriate contraceptive method for individual women. <b>Methods:</b> A literature review was conducted to identify key aspects influencing contraceptive choice and inform development of a questionnaire for online completion. Questionnaire development was overseen by a steering committee consisting of eight gynaecologists from across Europe. The initial draft underwent conceptual validation through cognitive debriefing interviews with six native English-speaking women. A qualitative content analysis was conducted to accurately identify potential issues and areas for questionnaire improvement. A revised version of the questionnaire then underwent face-to-face and online evaluation by 115 international gynaecologists/obstetricians with expertise in contraception, prior to development of a final version. <b>Results:</b> The final conceptually validated Contraception: HeLping for wOmen’s choicE (CHLOE) questionnaire takes ≤10 min to complete and includes three sections to elicit general information about the individual, the health conditions that might influence contraceptive choice, and the woman’s needs and preferences that might influence contraceptive choice. The questionnaire captures the core aspects of personalisation, efficacy and safety, identified as key attributes influencing contraceptive choice, and consists of 24 closed-ended questions for online completion prior to a health care provider (HCP) consultation. The HCP receives a summary of the responses. <b>Conclusion:</b> The CHLOE questionnaire has been developed to help women choose the contraception that best suits their needs and situation while optimising the HCP’s time.
DOI: 10.6084/m9.figshare.5383693.v1
title: Development and conceptual validation of a questionnaire to help contraceptive choice: CHLOE (Contraception: HeLping for wOmen’s choicE)

description: <b>Objective:</b> The aim of this research was to develop a questionnaire to facilitate choice of the most appropriate contraceptive method for individual women. <b>Methods:</b> A literature review was conducted to identify key aspects influencing contraceptive choice and inform development of a questionnaire for online completion. Questionnaire development was overseen by a steering committee consisting of eight gynaecologists from across Europe. The initial draft underwent conceptual validation through cognitive debriefing interviews with six native English-speaking women. A qualitative content analysis was conducted to accurately identify potential issues and areas for questionnaire improvement. A revised version of the questionnaire then underwent face-to-face and online evaluation by 115 international gynaecologists/obstetricians with expertise in contraception, prior to development of a final version. <b>Results:</b> The final conceptually validated Contraception: HeLping for wOmen’s choicE (CHLOE) questionnaire takes ≤10 min to complete and includes three sections to elicit general information about the individual, the health conditions that might influence contraceptive choice, and the woman’s needs and preferences that might influence contraceptive choice. The questionnaire captures the core aspects of personalisation, efficacy and safety, identified as key attributes influencing contraceptive choice, and consists of 24 closed-ended questions for online completion prior to a health care provider (HCP) consultation. The HCP receives a summary of the responses. <b>Conclusion:</b> The CHLOE questionnaire has been developed to help women choose the contraception that best suits their needs and situation while optimising the HCP’s time.
DOI: 10.6084/m9.figshare.20223018
title: VIC20 videogame code networks

description: This zip file contains the processed bipartite networks of code instruction associations for all compiled VIC20 games.
DOI: 10.17632/32ftvdvtdg.1
title: |Oluwatobi character data set

description: this will to other researcher to download various datasets of Languages for their project, especially for  character recognition
DOI: 10.6084/m9.figshare.20222967
title: r/PunPatrol Dataset

description: This dataset contains collated posts and comments from the community (or subreddit) PunPatrol, a community based around producing and sharing memes and puns.
DOI: 10.17632/zcm58jkzp9.1
title: SARS-CoV-2_Nucleocapsid_DMS_02

description: Each antibody dataset is related to a specific reference dataset. Below are samples grouped with their specific reference datasets.

Sample ID	Sample Info
211116_3	N_Library4_Reference_01
211116_4	N_Library5_Reference_01
211116_5	N_Lib4_R040
211116_6	N_Lib5_R040
	
211215_1	N_Library5_Reference_02
211215_2	N05_R040
211215_3	N05_MM05
211215_6	N05_MM08
211215_7	N05_NAb3
	
220104_06	N_Lib05_Reference_03
220104_07	N05_C518
220104_08	N05_C524
220104_09	N05_C706
220104_12	N05_2F4
220104_13	N05_3C3
	
220215_29	N05_Reference_04
220215_02	N05_RC17602
220215_04	N05_RC17604
220215_06	N05_R004
220215_14	N05_1C1
220215_16	N05_1A7
220215_22	N05_mAb1
220215_24	N05_mAb2
	
220225_03	N05_Reference_05
220225_07	Ab166
DOI: 10.17632/442yrpvsjn.1
title: Application of Landsat-8 OLI/TIRS and digital elevation model dataset in spatial modelling of land surface temperature

description: Landsat-8 OLI/TIRS satellite image of 14th March 2020, Path 185/Row 054 at UTM Zone 33, captured at 09:25 am local time by two sensors. OLI bands include: Bands 1 (Coastal aerosol), 3 (Green), 4 (Red), 5 (Near Infrared), 6 (Shortwave Infrared 1), 7 (Shortwave Infrared 2). TIRS band was – Band 10 (Thermal Infrared Sensor). These are radiometrically- and geometrically-corrected data products, including the application of ground control points and digital terrain model corrections. The OLI bands are sampled at 30m spatial resolution while the thermal band captures the land surface as 100m but provided as 30m resampled product by United States Geological Survey (USGS) so as to conform to the OLI bands. The SRTM DEM dataset was processed from raw C-band radar signals spaced at 1 arc-second intervals (30m).
DOI: 10.6084/m9.figshare.20222433
title: r/Politics Dataset

description: This dataset contains collated posts and comments from the community (or subreddit) Politics, a mainly US-based political discussion and news aggregator.
DOI: 10.17632/sd3df9x772.1
title: Nusser et al_themes_and_lifeperiods_long

description: The analyses and results of the manuscript entitled "Themes of Trust, Identity, Intimacy, and Generativity in Important Autobiographical Memories: Associations with Life Periods and Life Satisfaction" (submitted) are based on these two datasets. The first dataset (themes_and_lifeperiods_long) contains 1426 important autobiographical memories of older adults and participants' ratings of developmental themes (trust, identity, intimacy, generativity) represented in important autobiographical memories as well as age at the time of the event. The second dataset (themes_and_lifesatisfaction_wide) contains the restructured data with the developmental theme and emotional valence ratings aggregated across participants as well as life satisfaction. 
First, we examined to which extent autobiographical memories reflect important developmental themes such as trust, identity, intimacy, or generativity and whether the events remembered were experienced during the life period in which the respective theme is expected to be most salient. Second, we investigated how developmental themes represented in important autobiographical memories (i.e., the life story) contribute to a person’s life satisfaction, and whether this association depends on the emotional evaluation of the life story.
DOI: 10.17632/nznbxmbh99.1
title: Examiner perception data for global rating categories used in clinical examinations

description: Data detailing examiner perceptions of global rating locations along the performance spectrum (e.g. Fail, Borderline Pass, Clear Pass, Good and Excellent). These ratings are used in standard setting via the borderline regression method. We examined if the assumption of equal intervals between these global ratings is met, by asking examiners to complete a slider questionnaire to place the typical ‘Borderline Pass’, ‘Clear Pass’ and ‘Good’ candidate on a continuous slider scale between a typical ‘Fail’ candidate at point 0 and a typical ‘Excellent’ candidate at point 1. 

"Please drag the bars to indicate the position on the scale that you feel would represent a typical ‘borderline pass’, ‘clear pass’, and ‘good’ candidate."
DOI: 10.17632/rwdbymndmj.2
title: cAMP-Protein Kinase A and Stress-Activated MAP kinase signaling mediate transcriptional control of autophagy in fission yeast. Source images for main and supplementary figures.

description: Source images for main article and supplementary figures of the article entitled "cAMP-Protein Kinase A and Stress-Activated MAP kinase signaling mediate transcriptional control of autophagy in fission yeast" by Armando Jesús Pérez-Díaz, Beatriz Vázquez-Marín, Jero Vicente-Soler, Francisco Prieto-Ruiz, Teresa Soto, Alejandro Franco, José Cansado* and Marisa Madrid*
DOI: 10.17632/tfbh8vsrkz.3
title: Alexithymia, negative affect and disordered eating 

description: Data included in PROCESS mediation showing the direct and indirect effects, via negative affect, of alexithymia on symptoms of disordered eating in a non-clinical sample
DOI: 10.17632/f5kdzr7hnz.1
title: Malthus 2021 update and results

description: Malthus model radiotherapy demand results for the 2021 update for breast, lung, prostate and head and neck cancer evidence-base. Results are for England and individual Clinical Commissioning Groups.
DOI: 10.17632/t2cx9stwfb.1
title: Portuguese Examples (Semantic Migration)

description: An excerpt of the CIDOC-CRM Ontology Representation of the DigitArq records from Bragança District Archive. The dataset also includes two SPARQL query examples - "What are the locals and their parishes located in the county 'Bragança' between 1900 and 1910?" and "What is the number of children per couple, between 1800 and 1850?", to facilitate the ontology exploration. 
This dataset is part of the results obtained from the semantic migration process of DigitArq - Portuguese Archive Database - metadata into CIDOC-CRM Ontology representation.  This work is done in the context of the R&D EPISA project (Entity and Property Inference for Semantic Archives), a research project financed by National Funds through the Portuguese funding agency, FCT (Fundação para a Ciência e a Tecnologia) - DSAIPA/DS/0023/2018.
DOI: 10.25919/6bpb-7e83
title: Parkes observations for project P971 semester 2022APRS_04

description: We propose further timing observations of the relativistic pulsar - white-dwarf binary, PSR J1141$-$6545. This unique system offers access to a wide range of physics, from relativistic phenomena through pulsar emission cone studies, to the structure and distribution of interstellar plasma along our line-of-sight. The analysis of existing data has already revealed the first detection of Lense-Thirring precession in a binary star system, and hinted at complex emission beam structure probed via geodetic precession. Further timing of this system for the next few years is needed for studies of these effects at higher precision.
DOI: 10.17632/kykwsrxzry.1
title: MoN supercapacitors

description: the original data of the MoN supercapacitors
DOI: 10.17632/kytshjccrc.2
title: Raw SPME-GC-HRTOF-MS data and spectra of maize and sourdough volatilome.

description: The raw and processed dataset as well as spectra of compounds from maize and fermented maize volatilome, obtained using solid phase microextraction coupled with gas chromatography-high resolution time of flight-mass spectrometry (SPME-GC-HRTOF-MS). Raw (unfermented maize); 24 h – sourdough fermented for 24 h; 48 h – sourdough fermented for 48 h and 72 h – sourdough fermented for 72 h.
DOI: 10.5517/ccdc.csd.cc1ny761
title: CCDC 1547433: Experimental Crystal Structure Determination

description: Related Article: Kaushik Naskar, Arka Dey, Suvendu Maity, Partha Pratim Ray, Chittaranjan Sinha|2021|Cryst.Growth Des.|21|4847|doi:10.1021/acs.cgd.1c00018
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.cc23gl4b
title: CCDC 1950431: Experimental Crystal Structure Determination

description: Related Article: Kaushik Naskar, Arka Dey, Suvendu Maity, Partha Pratim Ray, Chittaranjan Sinha|2021|Cryst.Growth Des.|21|4847|doi:10.1021/acs.cgd.1c00018
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.cc27nyjd
title: CCDC 2075714: Experimental Crystal Structure Determination

description: Related Article: Sui Hasegawa, Yutaka Ishida, Hiroyuki Kawaguchi|2021|Chem.Commun.|57|8296|doi:10.1039/D1CC03463D
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: 10.25919/1gdq-n984
title: Parkes observations for project P1153 semester 2022APRS_08

description: The ThunderKAT and MeerTRAP teams at the MeerKAT radio telescope have discovered a slow, pulsating radio source in the image and time domain data. We estimate a best fit period P = 75.88 s and period derivative Pdot = 2.9 x 10^-13 s/s. The source is seen to lie in the P-Pdot pulsar parameter phase space "death valley" where radio emission from neutron stars is not expected according to models in the literature. Single pulse analysis of MeerKAT data in the L- and UHF-bands reveals remarkable and unusual spectro-temporal properties, quite unlike anything seen in known radio neutron stars, with some pulses showing quasi-periodic sub-pulse components. We request 9 hours in the April 2022 semester to utilise the excellent ultra wide-band sensitivity of Parkes to study the pulse shape evolution and spectro-tempo-polarimetric properties of the source, probe the broadband nature and evolution of the sub-pulse components, and investigate any radius-to-frequency mapping, allowing us to characterise and/or distinguish it from other types of known neutron stars.
DOI: 10.6084/m9.figshare.20310891
title: Phylogenetic tree

description: Maximum Likelihood Phylogenetic tree generated from all the raw sequences from FastTree (Price et al, 2010, Plos one). The sequences were aligned to the SILVA NR99 database with SINA v1.2.11 (Pruesse et al, 2012, Bioinformatics). This was done in the software Silva ACT (Alignement, Classification and Tree service). Model used : GTR, rates model for likelihoods: Gamma
DOI: 10.6084/m9.figshare.20310891.v1
title: Phylogenetic tree

description: Maximum Likelihood Phylogenetic tree generated from all the raw sequences from FastTree (Price et al, 2010, Plos one). The sequences were aligned to the SILVA NR99 database with SINA v1.2.11 (Pruesse et al, 2012, Bioinformatics). This was done in the software Silva ACT (Alignement, Classification and Tree service). Model used : GTR, rates model for likelihoods: Gamma
DOI: 10.5281/zenodo.6829249
title: Comparison of Cosine, Modified Cosine, and Neutral Loss Based Spectral Alignment For Discovery of Structurally Related Molecules

description: Spectral libraries and analysis results of the evaluation between the cosine similarity, modified cosine similarity, and neutral loss matching for the discovery of structurally related molecules. Spectral libraries used as input:<br> - MassIVE-KB peptide spectral library (version 2018/06/15): LIBRARY_CREATION_AUGMENT_LIBRARY_TEST-82c0124b-download_filtered_mgf_library-main.mgf<br> - GNPS community spectral libraries (downloaded on 2022/05/12): ALL_GNPS_NO_PROPOGATED.mgf<br> - GNPS bile acids spectral library (downloaded on 2022/05/12): BILELIB19.mgf Analysis output results:<br> - massivekb_peptide_mods.csv: 955,228 peptide MS/MS spectrum pairs from MassIVE-KB<br> - gnps_libraries.csv: 10 million small molecule MS/MS spectrum pairs from the GNPS community spectral libraries<br> - gnps_libraries_metadata.csv: structural (InChI, SMILES) and class information (computed using Classyfire) for 58,165 small molecule spectra from the GNPS community spectral libraries<br> - gnps_bilelib.csv: 340,637 bile acids MS/MS spectrum pairs from the GNPS bile acids spectral library For more information, see: https://github.com/bittremieux/cosine_neutral_loss/
DOI: 10.5281/zenodo.6584635
title: Comparison of Cosine, Modified Cosine, and Neutral Loss Based Spectral Alignment For Discovery of Structurally Related Molecules

description: Spectral libraries and analysis results of the evaluation between the cosine similarity, modified cosine similarity, and neutral loss matching for the discovery of structurally related molecules. Spectral libraries used as input:<br> - MassIVE-KB peptide spectral library (version 2018/06/15): LIBRARY_CREATION_AUGMENT_LIBRARY_TEST-82c0124b-download_filtered_mgf_library-main.mgf<br> - GNPS community spectral libraries (downloaded on 2022/05/12): ALL_GNPS_NO_PROPOGATED.mgf<br> - GNPS bile acids spectral library (downloaded on 2022/05/12): BILELIB19.mgf Analysis output results:<br> - massivekb_peptide_mods.csv: 955,228 peptide MS/MS spectrum pairs from MassIVE-KB<br> - gnps_libraries.csv: 10 million small molecule MS/MS spectrum pairs from the GNPS community spectral libraries<br> - gnps_libraries_metadata.csv: structural (InChI, SMILES) and class information (computed using Classyfire) for 58,165 small molecule spectra from the GNPS community spectral libraries<br> - gnps_bilelib.csv: 340,637 bile acids MS/MS spectrum pairs from the GNPS bile acids spectral library For more information, see: https://github.com/bittremieux/cosine_neutral_loss/
DOI: 10.5281/zenodo.6793320
title: Accompanying dataset to ACS Appl. Nano Mater. 2022, 5, 4, 5508–5515 : Nanoscale Mapping of Light Emission in Nanospade-Based InGaAs Quantum Wells Integrated on Si(100): Implications for Dual Light-Emitting Devices

description: Accompanying dataset containing the raw data and analysis contained in the main publication. This comprises the fitted CL-SEM dataset, the CL-STEM dataset, the CL-SEM presented in the SI and the STEM-EDX linescans.
DOI: 10.5281/zenodo.6793319
title: Accompanying dataset to ACS Appl. Nano Mater. 2022, 5, 4, 5508–5515 : Nanoscale Mapping of Light Emission in Nanospade-Based InGaAs Quantum Wells Integrated on Si(100): Implications for Dual Light-Emitting Devices

description: Accompanying dataset containing the raw data and analysis contained in the main publication. This comprises the fitted CL-SEM dataset, the CL-STEM dataset, the CL-SEM presented in the SI and the STEM-EDX linescans.
DOI: 10.5281/zenodo.6796884
title: Data for the manuscript "Classification of Stream, Hyperconcentrated, and Debris Flow Using Dimensional Analysis and Machine Learning"

description: The excel file contains hydrological and sediment data. Also included are dimensional analysis data in our dataset.<br> The rar file contains the codes and data for SVM classification work.
DOI: 10.5281/zenodo.6796883
title: Data for the manuscript "Classification of Stream, Hyperconcentrated, and Debris Flow Using Dimensional Analysis and Machine Learning"

description: The excel file contains hydrological and sediment data. Also included are dimensional analysis data in our dataset.<br> The rar file contains the codes and data for SVM classification work.
DOI: 10.6084/m9.figshare.20310924
title: Environmental magnetic parameters of a sediment core in the tropical Western Pacific

description: This dataset provides the environmental magnetism, geochemical elements, and clay minerals of a sediment core (H10) in the tropical Western Pacific. The analysis on the dataset was submitted to <em>Paleogeography, Paleoclimatology, Paleoecology</em>, titled “Asian summer monsoon evolution during glacial cycles since MIS8: Evidence from environmental magnetic records of tropical Western Pacific sediment.”
DOI: 10.21227/567h-yw15
title: Power Quality Disturbance

description: This paper proposes two new monitoring methods capable of detecting electrical disturbances in low voltage grids. Both approaches rely on machine learning techniques that classify voltage signals in the frequency domain. The first technique here proposed uses the Fourier Transform (FT) of the voltage waveform and classifies the corresponding complex coefficients through a Multilayer neural network with Multi-Valued Neurons (MLMVN). In this case, the structure of the classifier has three layers and a small number of neurons in the hidden layer. Therefore, the computational effort is very low, the learning time is short, and no coding operations are necessary because the neural network can process complex-valued inputs. The second technique involves the use of the Short Time Fourier Transform (STFT) and a Convolutional Neural Network (CNN) with 2-D convolutions in each layer for feature extraction and the reduction of dimensionality. The five disturbances considered in this paper are: voltage sag, voltage swell, harmonic distortion, voltage notch and interruption. The performances of the two classifiers are compared during the training phase using simulated data and subsequently through experimental measurements, obtained from an artificial generator of disturbances and a variable load.Both techniques represent an innovative approach to this type of problem and guarantee excellent classification results.
DOI: 10.6084/m9.figshare.20311042.v1
title: On the Statherian-Calymmian paleogeography of northwestern Laurentia

description: Table S2
DOI: 10.6084/m9.figshare.20311045
title: On the Statherian-Calymmian paleogeography of northwestern Laurentia

description: Table S1
DOI: 10.6084/m9.figshare.20311042
title: On the Statherian-Calymmian paleogeography of northwestern Laurentia

description: Table S2
DOI: 10.6084/m9.figshare.20311045.v1
title: On the Statherian-Calymmian paleogeography of northwestern Laurentia

description: Table S1
DOI: 10.6084/m9.figshare.20311048
title: On the Statherian-Calymmian paleogeography of northwestern Laurentia

description: Table S3
DOI: 10.6084/m9.figshare.20311048.v1
title: On the Statherian-Calymmian paleogeography of northwestern Laurentia

description: Table S3