cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3351659
title: Formatted Public GWAS Summary Statistics for 16 Traits

description: This data set includes 16 files with formatted GWAS summary statistic and a csv file gwas_info.csv. The csv provides the original download link and publication for each study. The data in this repository were created by downloading raw summary statistics for each study and processing them using Joe Marcus' GWAS pipeline (https://github.com/jhmarcus/gwass). The resulting data set have consistent allele orientation and column headers making them convenient for analysis. We use them in an MR analysis of pairs of GWAS traits described in Section 2.3 of Morrison et al (2019) (https://www.biorxiv.org/content/10.1101/682237v3) and here https://jean997.github.io/cause/gwas_pairs.html.
DOI: 10.5281/zenodo.7097794
title: Formatted Public GWAS Summary Statistics for 16 Traits and LD pruned SNP sets

description: This data set includes 16 files with formatted GWAS summary statistic and a csv file gwas_info.csv. The csv provides the original download link and publication for each study. The data in this repository were created by downloading raw summary statistics for each study and processing them using Joe Marcus' GWAS pipeline (https://github.com/jhmarcus/gwass). The resulting data set have consistent allele orientation and column headers making them convenient for analysis. We use them in an MR analysis of pairs of GWAS traits described in Section 2.3 of Morrison et al (2019) (https://www.biorxiv.org/content/10.1101/682237v3) and here https://jean997.github.io/cause/gwas_pairs.html. New Sep 2022: I have added LD pruned SNP sets for each pair of traits.For each exposure/outcome pair, the set of snps in snps_&lt;exposure&gt;__&lt;outcome&gt;.txt were generated by LD pruning using LD estimated using LD Shrink (available https://zenodo.org/record/1464357/) at a threshold of r^2 &lt; 0.1. LD pruning was performed using the ld_prune function in the cause R package (github.com/jean997/cause). These are the SNP sets used in the analysis in the paper
DOI: 10.17632/by5b6x3h5f.1
title: Supporting data in Li  et al.,2022-BOB

description: Supporting data for turbidite research in the BOB.
DOI: 10.17632/722s76bmgj.1
title: Fear of death

description: Fear of death
DOI: 10.17632/5ccdb3vvnp.1
title: LINF_320028900

description: heat shock protein Hsp20
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4s5ky483b3.1
title: Shape Theory and DFT Methods in Complete Route and Dissociation Mode of the O-H Bond in betanidin and molecular interactions

description: Betanidine (Bd) is a nitrogenous metabolite with significant bioactive potential influenced by pH. Its free radical scavenging activity and deprotonation pathway are crucial to studying its physi-cochemical properties. Our purpose is to establish the route and dissociation mode of the O-H bond of Bd from the complete set of possible deprotonation routes via pka and geometric de-scriptors. We use the direct approximation method to obtain the value of pka and perform geo-metric filtering through a descriptor called Riemann distance (RD), an emerging concept from shape theory. After exploring the complete set of permutations, we show that the successive deprotonation process does not inherit the local energy minimum, and the commutativity of the paths does not hold either. The RD reached a non-expected clusterization of the performance via pKa of a complete list of deprotonation routes. These results suggest including geometric relationships between the arrangement of the parent molecule and the corresponding locus of the deprotonated structures. We use our own algorithm based on shape theory to determine the protein's active site automatically, and molecular dynamics confirmed the results of the molecular docking of Bd in protonated and anionic form with the enzyme aldose reductase (AR). Also, we calculate the descriptors associated with the SET and SPLET mechanisms.
DOI: 10.17632/y8x52hgyrd.1
title: LINF_320028500

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ynfyddp952.1
title: LINF_320028300

description: U5 small nuclear ribonucleoprotein component | U5-116K | Snu114
Leishmania infantum (strain JPCM5)
DOI: 10.17632/25dspgx2r4.1
title: Dataset for FII to Economic growth

description: This study employs a set of panel data from the World Bank's World Development Indicators (WDI), IMF's Financial Access Survey, and World Bank's Worldwide Governance Indicators to test the effects of financial inclusion on economic growth.
DOI: 10.17632/fm9vkhkscw.1
title: RFKurdish

description: This dataset used for the purpose of proposed system can be used to detect the news in kurdish language
the dataset consist of 6000 news real and 6000 news fake.
DOI: 10.6084/m9.figshare.20492892.v1
title: Circadian disruption does not alter tumorigenesis in a mouse model of lymphoma

description: qPCR data from liver and spleen tissues extracted from Eu-MYC mice in control or chronic jetlag lighting conditions. <br> Western Blot images from protein extracted liver and spleen tissues from Eu-MYC mice in control or chronic jetlag lighting conditions. <br> "Mouse Information" provides murine numeric ID and group allocation. Will be useful for assessing qPCR data where samples are labeled as mouse ID. <br>
DOI: 10.17632/n369np4rk6.1
title: Questionnate datasets

description: These are the original datasets for the CONSUMPTION, POST-COVID and PANDEMIC datasets presented in the manuscript entitled "Fish consumption in Brazil: state of the art and effects of the COVID-19 pandemic". Feel free to apply further statistical evaluations in these data. We just kindly ask you to get in contact informing further evaluations of the data by means of the email ivanguid@gmail.com
DOI: 10.17632/byj9nppgww.1
title: Mobile Phone Disposal

description: Lack of proper disposal routes and infrastructure in Africa is the primary cause of low e-waste recycling (Grant & Oteng-Ababio 2016). A number of studies have examined existing and desired e-waste disposal options (Maes, & Preston-Whyte, 2022; Bimir, 2020; Oteng-Ababio & Grant, 2020) and concluded that providing WMPs disposal mediums will result in a considerable increase in WMPs disposal and recycling rates. However, this proposal ignores the population's hoarding and clutter behavior, which have a substantial impact on disposal rates (Nowakowski, 2019; Nasir, 2017). This study used students at the University of Education in Winneba, Ghana, as a case study to assess the effects of hoarding and cluttering of WMPs in Ghana if disposal alternatives are accessible. Students were chosen as a research group due to the high percentage of mobile phone users among them, as well as the fact that they represent a wide range of socioeconomic groups from all around Ghana. 
All undergraduate students at the three campuses of the University of Education, Winneba (UEW) in the Winneba municipality comprised the study's target group. The study team had access to WhatsApp on behalf of the 6200 Social Science Faculty students, making them the accessible population. With the assistance of the platform administrators, a digital questionnaire was created and uploaded on the students' WhatsApp accounts. Because WhatsApp is the most popular and widely utilized method of information transmission among students on campus, it was chosen as the platform for the distribution of the questionnaire. The study team invited administrators of the students' WhatsApp platforms to upload the electronic questionnaire each morning and evening throughout the one-week data gathering period. A total of 526 respondents had completed the internet survey by the conclusion of the week.
DOI: 10.17632/x7kcjpfhwc.1
title: Статестичні дані та емпіричні методи достідження автонаративу та мотивації досягнення особистості. Зображення норативів

description: Додатки до психолінгвістичного дослідження "Роль автонаративу в діагностиці мотивації досягнення успіху особистості". Описані методи: Тест «Готовність до саморозвитку» В. Л. Павлова; Тест на діагностику мотивації досягнення; Коефіцієнт дієслівності, коефіцієнт емболії та коефіцієнт кореляції. Розрахунок коефіцієнтів кореляції, та всіх необхідних проміжних даних здійснювався за допомогою комп'ютерної обробки, яка обслуговувалася пакетом програм IBM SPSS Statistics 20. Також тут є дані стосовно вибірки дослідження та акт його впровадження.
DOI: 10.5281/zenodo.6638504
title: A dynamical view of protein-protein complexes: studies by molecular dynamics simulations

description: All-atom MD simulations generated for the manuscript "A dynamical view of protein-protein complexes: studies by molecular dynamics simulations". Eight binary protein-protein complexes from the Docking benchmark and the Affinity benchmark are studied in this work: 2OOB (an ubiquitin/ubiquitin ligase complex), 1AY7 (a ribonuclease Sa/barstar complex), 1BRS (a barnase/barstar complex), 3SGB (a proteinase B/inhibitor), 1EMV (a colicin/immunity protein complex), 1PVH (complex between Interleukine 6 receptor and leukemia inhibitory factor), 1GCQ (Vav/GRB2 SH3 domains complex) and 1AK4 (cyclophilin/HIV capsid complex) Each folder for a binary complex is organised as followed: - in <strong>A</strong> and <strong>B</strong> there are the dry MD simulations for the unbound proteins - in <strong>complex</strong> there are two folders (<strong>without_water</strong> and <strong>water</strong>) where the dry simulation and the simulation with water molecules are provided
DOI: 10.5281/zenodo.6638503
title: A dynamical view of protein-protein complexes: studies by molecular dynamics simulations

description: All-atom MD simulations generated for the manuscript "A dynamical view of protein-protein complexes: studies by molecular dynamics simulations". Eight binary protein-protein complexes from the Docking benchmark and the Affinity benchmark are studied in this work: 2OOB (an ubiquitin/ubiquitin ligase complex), 1AY7 (a ribonuclease Sa/barstar complex), 1BRS (a barnase/barstar complex), 3SGB (a proteinase B/inhibitor), 1EMV (a colicin/immunity protein complex), 1PVH (complex between Interleukine 6 receptor and leukemia inhibitory factor), 1GCQ (Vav/GRB2 SH3 domains complex) and 1AK4 (cyclophilin/HIV capsid complex) Each folder for a binary complex is organised as followed: - in <strong>A</strong> and <strong>B</strong> there are the dry MD simulations for the unbound proteins - in <strong>complex</strong> there are two folders (<strong>without_water</strong> and <strong>water</strong>) where the dry simulation and the simulation with water molecules are provided
DOI: 10.17632/wtgrd2kbfw.1
title: night work and liver transplant

description: Single-centre database. Transplants at the University Hospital of Rennes. Study of the impact of night-time transplantation on the results
DOI: 10.17632/bf2nrx8x2w.1
title:  Clinical features and staging of mycosis fungoides of the eyelids: a retrospective cohort study

description: Supplementary figure
DOI: 10.17632/mtyjw9wx6b.1
title: Data for mangrove oyster (Crassostrea tulipa) spat collection in Gulf of Guinea brackish systems 2017-2018

description: Wild harvests of the oyster (Crassostrea tulipa, Lamarck 1819) are threatened by adverse oceanographic conditions, and therefore, the species is under serious consideration for management and aquaculture production development. Towards this goal, experiments were wet up in different water bodies to explore strategies for optimal seed production. This data was collected to test two key hypotheses; 1) that there were no spatial and temporal variations in spat availability among and within different brackish systems along the Gulf of Guinea coast of West Africa, and 2) that artificial spat collectors did not differ in their efficiency for harvesting C. tulipa from the open water systems. Different spat collectors were deployed on stationary racks at three different locations in each of four different brackish systems namely, Densu Delta, Narkwa Lagoon, Bwnya Lagoon, and Whin Estuary. Five treatments of different oyster spat collector substrates (coconut shell, nylon net, oyster shell, PVC, and ceramic tiles) were deployed to evaluate their effectiveness for harvesting C. tulipa spat (response is spatfall; number of spat per sq m). Spat collection was repeated monthly for a  year (12 months). Three experimental stations (ST) with bamboo racks mounted were established in each water body to cover the head, middle, and mouth regions. For each collector type, 9 collectors were deployed on three strings (i.e. three collectors per string) affixed to a rack at each experimental station. Hence, a total of 45 collectors were deployed per station and 540 for all the water bodies combined (12 stations). Later in the experiment, one station was eliminated due to the consistent destruction of the rack by local fishers. Sampling was done monthly by harvesting all collectors and replacing them with a new set each month. Collectors were examined in the laboratory for settled spat on them. The total number of spat on each collector was counted. For each collector unit deployed, spat settlement was recorded for both sides, that is, the upper- and lower-horizontal surfaces. Spatfall on individual collector surfaces and mean spatfall per sq m were calculated based on density. The monthly rainfall and anomalies in the vicinities of the four brackish systems were obtained from national meteorological data stations (Meteo Stations = Accra, Saltpond and Takoradi). Accra for Densu Estuary, Saltpond for Narkwa and Benya Lagoons, and Takoradi for Whin Estuary.
DOI: 10.6084/m9.figshare.17701754
title: Connectivity and divergence of symbiotic bacteria of deep-sea hydrothermal vent mussels in relation to the structure and dynamics of mid-ocean ridges.

description: The files are supplementary data of the research article "Connectivity and divergence of symbiotic bacteria of deep-sea hydrothermal vent mussels in relation to the structure and dynamics of mid-ocean ridges." The data include the files used and resulted from the article: The input files formatted for each software, command lines, and output files. Please refer to the "file_info.txt" in each folder.<br>
DOI: 10.6084/m9.figshare.17701754.v5
title: Connectivity and divergence of symbiotic bacteria of deep-sea hydrothermal vent mussels in relation to the structure and dynamics of mid-ocean ridges.

description: The files are supplementary data of the research article "Connectivity and divergence of symbiotic bacteria of deep-sea hydrothermal vent mussels in relation to the structure and dynamics of mid-ocean ridges." The data include the files used and resulted from the article: The input files formatted for each software, command lines, and output files. Please refer to the "file_info.txt" in each folder.<br>
DOI: 10.6084/m9.figshare.17701754.v4
title: Connectivity and divergence of symbiotic bacteria of deep-sea hydrothermal vent mussels in relation to the structure and dynamics of mid-ocean ridges.

description: The files are supplementary data of the research article "Connectivity and divergence of symbiotic bacteria of deep-sea hydrothermal vent mussels in relation to the structure and dynamics of mid-ocean ridges." The data include the files used and resulted from the article: The input files formatted for each software, command lines, and output files. Please refer to the "file_info.txt" in each folder.<br>
DOI: 10.17632/j5br3736sz.1
title: Family Dysfunction Mediates and Moderates the Relationship between Depression and Aggression

description: This data set accompanies the research article, Chukwuemeka, N. A., & Obioha, C. W. (2022). Family Dysfunction Mediates and Moderates the Relationship between Depression and Aggression. The data was conveniently collected from undergraduate students of the University of Nigeria, Nsukka, who voluntarily gave their consent to participate in the data. The objective of this data was to establish empirical evidence for the link between family dysfunction and aggression, depression and aggression, whether the association between depression and aggression is mediated by family dysfunction, and how family dysfunction could moderate this link. 
The data set titled 'Family Dysfunction, Depression and Aggression' contains the total scores of all the participants on the following scales: Family Assessment Device (FAD), The Centre for Epidemiologic Studies Depression Scale (CES-D), and Aggression Scale. The above scales are credited to Epstein et al. (1983), Radloff (1977), and Orpinas and Frankwoski (2001), respectively. In addition, the data set also includes demographic information of the participants, such as gender and age, which were used as control variables in the study.
DOI: 10.5281/zenodo.7097871
title: Unaltered MSDIAL export of multi-batch WW dataset

description: This .txt file contains the alignment exported from MSDIAL of all wastewater samples + additional blanks, standards, and postspikes that was used for analysis (dataset "MB")
DOI: 10.5281/zenodo.7097870
title: Unaltered MSDIAL export of multi-batch WW dataset

description: This .txt file contains the alignment exported from MSDIAL of all wastewater samples + additional blanks, standards, and postspikes that was used for analysis (dataset "MB")
DOI: 10.17632/fx8394xnh4.1
title: POC-NaVoP

description: Preoperative Oral Carbohydrate for Nausea and Vomiting Prevention
ClinicalTrials.gov Identifier: NCT04069806
DOI: 10.17632/fx8394xnh4.2
title: POC-NaVoP

description: Preoperative Oral Carbohydrate for Nausea and Vomiting Prevention
ClinicalTrials.gov Identifier: NCT04069806
DOI: 10.17632/hgpxpdmc95.1
title: Freeform optics design method for illumination and laser beam shaping enabled by least squares and surface optimization

description: The supplementary information supports and provides the reader with the necessary resources to reproduce the examples presented in the article “Freeform optics design method for illumination and laser beam shaping enabled by least squares and surface optimization”. 

The repository contains the mapping matrices mx, my calculated by following the method described in Section 2. In addition, subsets of these matrices, called ZM1, ZM2 and their corresponding entrance pupil coordinate positions (Px, Py) are provided. They were used to build the merit function.
DOI: 10.5517/ccdc.csd.cc26fcqr
title: CCDC 2038644: Experimental Crystal Structure Determination

description: Related Article: Yahya M. Albkuri, Jeffrey S. Ovens, Jessica Martin, R. Tom Baker|2021|Inorg.Chem.|60|10934|doi:10.1021/acs.inorgchem.1c00446
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.cc25z55j
title: CCDC 2024987: Experimental Crystal Structure Determination

description: Related Article: Hiroto Takeda, Tatsuhiro Kojima, Nobuto Yoshinari, Takumi Konno|2021|Chemical Science|12|11045|doi:10.1039/D1SC02497C
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.cc2c1hnl
title: CCDC 2176189: Experimental Crystal Structure Determination

description: Related Article: Anna Broto-Ribas, María Susana Gutiérrez, Inhar Imaz, Arnau Carné-Sánchez, Felipe Gándara, Judith Juanhuix, Daniel Maspoch|2022|Chem.Commun.|58|10480|doi:10.1039/D2CC03220A
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.cc2c1hpm
title: CCDC 2176190: Experimental Crystal Structure Determination

description: Related Article: Anna Broto-Ribas, María Susana Gutiérrez, Inhar Imaz, Arnau Carné-Sánchez, Felipe Gándara, Judith Juanhuix, Daniel Maspoch|2022|Chem.Commun.|58|10480|doi:10.1039/D2CC03220A
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.cc2c23vf
title: CCDC 2176784: Experimental Crystal Structure Determination

description: Related Article: Nilanjana Mukherjee, Appanapalli N. V. Satyanarayana, Priti Singh, Mudit Dixit, Tanmay Chatterjee|2022|Green Chemistry|24|7029|doi:10.1039/D2GC02256G
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.cc2c25l7
title: CCDC 2176838: Experimental Crystal Structure Determination

description: Related Article: Nilanjana Mukherjee, Appanapalli N. V. Satyanarayana, Priti Singh, Mudit Dixit, Tanmay Chatterjee|2022|Green Chemistry|24|7029|doi:10.1039/D2GC02256G
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.cc2c1hqn
title: CCDC 2176191: Experimental Crystal Structure Determination

description: Related Article: Anna Broto-Ribas, María Susana Gutiérrez, Inhar Imaz, Arnau Carné-Sánchez, Felipe Gándara, Judith Juanhuix, Daniel Maspoch|2022|Chem.Commun.|58|10480|doi:10.1039/D2CC03220A
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.cc2c35c1
title: CCDC 2177792: Experimental Crystal Structure Determination

description: Related Article: Binoyargha Dam, Ashish Kumar Sahoo, Bhisma K. Patel|2022|Green Chemistry|24|7122|doi:10.1039/D2GC02254K
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.cc2c35g4
title: CCDC 2177795: Experimental Crystal Structure Determination

description: Related Article: Binoyargha Dam, Ashish Kumar Sahoo, Bhisma K. Patel|2022|Green Chemistry|24|7122|doi:10.1039/D2GC02254K
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.