cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/5tv4bmrrf8
title: Cryptocurrency dataset

description: The dataset used in this research is a historical record of Bitcoin, Ethereum, and Litecoin’s daily trading activity, containing essential financial metrics for each date. This sample includes the following columns:
Date: The specific day of each recorded entry, showing a continuous timeline.
Open: The price of currencies at the start of the trading day.
High: The highest price of currencies reached during the day.
Low: The lowest price of currencies traded throughout the day.
Close: The closing price of the currencies at the end of the trading day.
Volume: The total trading volume, indicating the number of currencies traded that day in units.
Market Cap: The total market capitalization of currencies, calculated as the total supply multiplied by the closing price.
DOI: 10.17632/8dyprtxwt8
title: DNA-measuring Wadjet SMC ATPases restrict smaller circular plasmids by DNA cleavage

description: Structural maintenance of chromosomes (SMC) complexes fold DNA by loop extrusion to support chromosome segregation and genome maintenance. Wadjet systems (JetABCD/MksBEFG/EptABCD) are derivative SMC complexes with roles in bacterial immunity against selfish DNA. Here, we show that JetABCD restricts circular plasmids with an upper size limit of about 100 kb, while a linear plasmid evades restriction. Purified JetABCD complexes cleave circular DNA molecules regardless of DNA helical topology; cleavage is DNA sequence-nonspecific and depends on the SMC ATPase. A cryo-EM structure reveals a distinct JetABC dimer-of-dimers geometry with the two SMC dimers facing in opposite direction—rather than the same as observed with MukBEF. We hypothesize that JetABCD is a DNA-shape-specific endonuclease and propose the ‘total extrusion model’ for DNA cleavage exclusively when extrusion of an entire plasmid has been completed by a JetABCD complex. Total extrusion cannot be achieved on the larger chromosome, explaining how self-DNA may evade processing.
DOI: 10.17632/vd8yk9crdn
title: Tsunami flow depths from the September 28, 2018 Palu tsunami around Palu Bay-Central Sulawesi, Indonesia

description: Following a-7.5 Mw earthquake occured at Central Sulawesi of Indonesia on September 28, 2018, a tsunami hit coastal area around Palu Bay. A field survey to measure tsunami flow depths was perfomed started from October 12, 2018 until November 23, 2018. The survey gathered 71 flow depth data measured along 97 km of Palu Bay coastline. The flow depth data could be useful for understanding tsunami characteristics and tsunami modelling validation.
DOI: 10.6084/m9.figshare.28245617.v2
title: Data on Birds, Regional Economy, Human Activities, and Natural Factors Applied to Machine Learning Modeling.xlsx

description: The first sheet, named <b>Machine learning data</b>, is a collection of bird species distribution data, human activities, and natural factors for machine learning modeling. The second sheet, named <b>Avian species data</b>, contains detailed bird species distribution data, including the report count for each region.
DOI: 10.17632/bc2dvv2c4p
title: Trophic interactions in microbiomes influence plant host population size and ecosystem function

description: This dataset includes amplicon sequencing data for the manuscript, titled "Trophic interactions in microbiomes influence plant host population size and ecosystem function."
DOI: 10.17632/v2smy6zb79
title: PhD Related Data: THE ENHANCEMENT OF MECHANICAL DAMPING AND STIFFNESS TRADE-OFF USING UNIDIRECTIONAL CARBON FIBER REINFORCED POLYMER COMPOSITE INTERLEAVED WITH RECYCLED CARBON FIBER AND SHORT VIRGIN ARAMID FIBER NON-WOVEN MATS by Cephas Yaw Attahu

description: This research investigated incorporating recycled carbon fibers (rCFs) into carbon fiber reinforced polymer composites (CFRPs) for structural applications. The impacts of titanate coupling agent-L12 on the mats; the interleaved rCFs mat's numbers; their locations (the interleaved rCFs mat); the influence of the rCFs' lengths and their combinations (combining different rCF lengths); types (different rCF types); and their (rCFs) micro-hybridization with short virgin aramid fibers (vAFs) were all explored as part of the investigations. This project addressed and closed a significant gap in using rCFs for structural applications. The methodology used (the interleaving of UD fiber/epoxy prepreg with rCF non-woven mats) is the first of its kind. Furthermore, the final product (the best configuration, Laminate T) was very competitive: it was pegged against another novel composite material from an excellent source, and the results were very encouraging. Hosted here is the project's related raw dataset.
DOI: 10.17632/zg8nznf564
title: STEM vs Arts in Socio-Economic Wellness of Nations

description: The dataset in this study focuses on the burden of mental health illness, specifically anxiety and depression, across 149 countries over a 26-year period. The research combines national-level data on mental health prevalence (NAP) sourced from the World Health Organization (WHO), which tracks global mental illness data. To analyze the potential drivers of mental health outcomes, the study includes independent variables related to knowledge creation and transfer, such as publication data from Clarivate's Journal Citation Report on science, technology, engineering, mathematics, arts, and humanities. Additionally, it incorporates control variables from organizations like SIPRI, the World Bank, and the Heritage Foundation, which provide macro-level data on population size, economic freedom, internet penetration, R&D investment, political corruption, military spending, economic status, and literacy rates. The dataset, which integrates these variables, helps reduce the limitations found in previous studies regarding sample selection and regional focus, offering a comprehensive framework for understanding the complex relationships between mental health and societal factors.
DOI: 10.48420/19583200.v1
title: Data for "Experimental Comparison of Partial Discharge Between Fast-Switching Pulse Waves and Square Waves"

description: Oscilliscope data of applied voltage waveform and corresponding antenna-detected waveform (partial discharge). Other notes associated with dataset.
DOI: 10.6084/m9.figshare.11340869.v1
title: Data

description: point cloud
DOI: 10.6084/m9.figshare.12649508.v1
title: Supplementary Table S2

description: Table S2. The number of filtered sequencing reads associated with each individual/locus combination.
DOI: 10.6084/m9.figshare.27918006.v1
title: Primer Sequence

description: Forward and reverse Primer sequences
DOI: 10.6084/m9.figshare.5402311
title: Sources to variability in circulating human miRNA signatures

description: An increasing number of studies propose circulating microRNAs (miRNAs) as biomarkers for a large number of human diseases including cancer, cardiovascular diseases, neurologic pathologies and others. To further validate miRNA as biomarkers it is indispensable to understand the variability of circulating miRNAs in healthy individuals. We determined the longitudinal miRNomes of 90 serum samples from the Janus Serum Bank in Norway, which have been stored between 23 and 40 y at -25 °Celsius. We profiled 3 serum samples with microarrays for 30 individuals, each. For each individual the samples were collected with a time interval of approximately 5 y. This design allowed insights into inter-individual variability, age dependent miRNA variability and the impact of storage length and pre-processing. A significant proportion of the miRNome was affected by the age of the blood donor and a not negligible, albeit small, part of the miRNome by the storage time. A substantial part of miRNAs was differentially abundant between individuals, independent of the time when samples were collected. Stepwise filtering of the 529 miRNAs that were detected in the serum samples showed 168 miRNAs with differential abundance depending on the time point analyzed, 56 miRNAs differentially abundant between individuals, and 169 miRNAs with an abundance depending on the sampling procedure. While these groups of miRNAs contain generally interesting and biologically important miRNAs, the remaining 135 miRNAs constitute very promising biomarker candidates as they show an overall low variability between healthy individuals, a likewise overall low variability across a longer life span, and a high independence of the sampling process and the storage length.
DOI: 10.6084/m9.figshare.12155553.v14
title: A global dataset for crop production under conventional tillage and no tillage systems

description: Author: <br>Yang Su 1, Benoit Gabrielle 1, David Makowski 2,3 <br>Affiliations: <br>1. UMR ECOSYS, INRAE AgroParisTech, Université Paris-Saclay, 78850 Thiverval-Grignon, France 2. UMR Agronomie, INRAE AgroParisTech, Université Paris-Saclay, 78850 Thiverval-Grignon, France<br>3. Applied mathematics and computer science (MIA 518), INRAE AgroParisTech, Université Paris-Saclay, 75005 Paris, France.<br><br>This dataset includes the results extracted from 413 papers (published between 1983 to 2020), 4403 paired yield observations from CA and CT for 8 major crop species (370 observations for barley (232 for spring barley and 138 for winter barley), 94 observations for cotton, 1690 observations for maize, 195 observation for rice, 160 observations for sorghum, 583 observations for soybean, 61 observations for sunflower, 1250 observations for wheat (209 for spring wheat and 1041 for winter wheat)) in 50 countries from 1980 to 2017. <br>For more information related the dataset or the codes, please contact with author through: yang.su@inrae.fr or yang.su@alumni.polytechnique.org<br><br>For cite this dataset, please use:1. Su, Y., Gabrielle, B. & Makowski, D. A global dataset for crop production under conventional tillage and no tillage systems. <i>figshare</i> https://doi.org/10.6084/m9.figshare.12155553 (2020).<br><br>2. Su, Y., Gabrielle, B. & Makowski, D. A global dataset for crop production under conventional tillage and no tillage systems. Scientific Data 8, 33 (2021).<br><br><br><br><br>
DOI: 10.6084/m9.figshare.1261646.v2
title: 2012 Aluto LiDAR data

description: 2012 Aluto LiDAR data LiDAR data from an airborne survey of Aluto volcano, Ethiopia. Data were collected during a NERC ARSF flight campaign ET12-17-321.
DOI: 10.6084/m9.figshare.14268608.v4
title: Pre-dispersal seed predators boost seed production in a short-lived plant

description: Data corresponding to the following article:<br>"Pre-dispersal seed predators boost seed production in a short-lived plant"<br><br>Oecologia 2021<br><br>DOI: 10.1007/s00442-021-04885-z
DOI: 10.6084/m9.figshare.26452900.v2
title: Files for Montezuma Pollinator Project

description: These files contain five CSVs of data for plant-pollinator interaction networks from the Montezuma wetlands complex, surveyed in 2019 and 2020. The plant-bee networks are separated by month (June, July, August, September) as well as for all months combined. We also include two more CSVs of 1) Wetland flower phenology data and a 2) Bee Occurrence Data matrix. Additionally, we include the master dataset used for analyses and identifying bee species trends across our sampling period. We also include a comprehensive R script used for analyses. Please refer to the associated README.md document for information on these files.
DOI: 10.17632/bb96mh7pvd
title: Single Cell tracking of breast cancer cells enables the prediction of sphere formation from early cell divisions

description: We hypothesized that you could predict sphere formation using only information from early cell division. When analyzed, this data shows its possible to predict day 14 sphere formation at only 24 hours with 98% accuracy in these two cell lines. This data was gathered by visually tracking almost two thousand cells by eye over 14 days. This is the raw tracking data for the paper published under the same name as the description. It contains excel files of each individual cell that we followed by eye over the course of 14 days. The tables are set up to be easily understandable and labeled according to the wells of a 96 well plate. E.g. A1-12 etc .
DOI: 10.17632/dxrfgrz9hf
title: Data files for the study "Naltrexone dose-selectively modulates goal-directed behavior and the hypothalamic proteome in rats"

description: This repository contains raw data files, statistical reports, and proteomic analyses used in the manuscript: "Naltrexone Dose-Selectively Modulates Goal-Directed Behavior and the Hypothalamic Proteome in Rats."
DOI: 10.17632/szm2gkwhyp
title: Research on the Floor Plan Design Method of Exhibition Hall in CGAN-assisted Museum Architecture(Training set for machine learning)

description: This paper proposes a generative adversarial network (CGAN)-based method for designing a museum exhibition hall floor plan. In the study, the basic concepts and structure of CGAN are first introduced, and then the design and training process of the CGAN model used are described in detail, and the datasets and evaluation metrics adopted are briefly described. In the Results and Analysis section, this paper presents an example of the generated floor plan design of a museum exhibition hall and evaluates and analyzes the floor plan design of a museum exhibition hall gen-erated using the method proposed in this paper. Finally, the paper summarizes the advantages and disadvantages of the proposed method and looks forward to its future development. The research results show that: (1) The method proposed in this paper takes advantage of the CGAN model and can generate a museum exhibition hall floor plan design with certain regularity according to the given conditions rather than pure random generation. (2) This method can automatically generate a variety of floor plan designs of museum exhibition halls in different styles, providing designers with more choices and flexibility. (3) This method can carry out design optimization through hu-man-computer interaction, and iterative improvement can be carried out according to user needs and feedback, which improves the practicability of the design.
DOI: 10.6084/m9.figshare.11673717.v1
title: ProcessData_cleaned

description: This folder contains improved versions of eye and head movement signals. This data is not published as part of the original publication, Gaze-in-Wild, as is offered in good faith for researchers to build upon.<br>For more information, please visit: http://www.cis.rit.edu/~rsk3900/gaze-in-wild/<br>
DOI: 10.6084/m9.figshare.21988799.v1
title: THREE-WAVE STUDY ON THE EFFECTS OF APPROACH- AND AVOIDANCE-ORIENTED JOB CRAFTING ON JOB-RELATED WELL-BEING. THE MEDIATION ROLE OF SATISFACTION AND FRUSTRATION OF BASIC PSYCHOLOGICAL NEEDS AT WORK.

description: Using the JD-R approach of the job crafting model and SDT as theoretical framework, this three-wave study examined direct and indirect (via satisfaction and frustration of psychological needs at work) effects of four job crafting strategies on two dimensions of job-related well-being (work engagement and exhaustion). It was hypothesized that approach-oriented crafting (T1, includes increasing resources and challenge demands) leads to higher needs satisfaction (T2), which will result in higher engagement (T3). In contrast, avoidance-oriented crafting (T1, includes decreasing hindrance demands) will be associated with higher needs frustration and this, in turn, will be related to higher exhaustion (T3). Data were collected among 839 social service workers. SEM only partially supports these hypotheses. The expected positive direct relations between avoidance-oriented job crafting and burnout was not confirmed, in contrast to the indirect effect of basic needs frustration. Of the three approach-oriented job crafting strategies only increasing structural resources was related directly to engagement. Increasing structural resources and challenging demands were positively associated with needs satisfaction. Contrary to them increasing social resources resulted in lower needs satisfaction. Higher needs satisfaction led to higher engagement. The results were discussed in relation to competing motives for building relationships and strengthening one's own competences. <br> The database consists of several psychological scales: <br> (1) the Oldenburg Burnout Inventory (OLBI; Demerouti et al., 2003) wave 1 - items: OLBI_1 to OLBI_8 wave 2 - items: f2OLBI_1 to f2OLBI_8 wave 3 - items: f3OLBI_1 to f3OLBI_8 (2) Basic psychological need were assessed by the work-related version of the Basic Psychological Need Satisfaction and Frustration Scale (BPNSFS-Work Domain; Schultz, Ryan, Niemiec, Legate & Williams, 2015) wave 1 - items: BPNSF_1 to BPNSF_24 wave 2 - items: f2BPNSF_1 to f2BPNSF_24 wave 3 - items: f3BPNSF_1 to f3BPNSF_24 (3) the Utrecht Work Engagement Scale (UWES; Schaufeli et al., 2002). wave 1 - items: UWES_1 to UWES_17 wave 2 - items: f2UWES_1 to f2UWES_17 wave 3 - items: f3UWES_1 to f3UWES_17 (4) the Job Crafting Scale (JCS, Tims et al., 2012). wave 1 - items: JCS_1 to JCS_21 wave 2 - items: f2JCS_1 to f2JCS_21 wave 3 - items: f3JCS_1 to f3JCS_21 <br> plus sociodemographical variables: age, profession, gender, seniority at work, postion, employment sector, profession, Town/City in Poland, Voivodeship in Poland <br> <br>
DOI: 10.6084/m9.figshare.23935491.v2
title: F1000 Data Radiomic Features for 2-mm and 5-mm Slice thickness

description: - Radiomic Features of 2 mm and 5mm Slice thickness (Spread Sheet)- Concordance correlation coefficient of Radiomic features (Spread Sheet)-Demographic characteristics of each patient F1000
DOI: 10.6084/m9.figshare.28680416.v2
title: <b>Crop rotation differentially increases soil bacterial and fungal diversities in global croplands</b> Item

description: data and code
DOI: 10.6084/m9.figshare.29134670.v1
title: Long-term production data for six major crops at the prefectural level in Japan from 1883 to 2022

description: We compiled 140 years of annual production, cultivated area, and yield records for six major crops (rice, wheat, barley, soybean, potato, and sweet potato) across all 47 prefectures from the national statistics of the Ministry of Agriculture, Forestry and Fisheries and its predecessors for the period 1883–2022. This comprehensive dataset enables analysis of long-term trends in crop productivity influenced by advances in genetics, breeding techniques, and changes in agricultural policy and practice. Furthermore, it supports investigations into the impacts of climate variability on agriculture over more than a century. The high temporal and spatial resolution of this dataset makes it a valuable resource for researchers aiming to understand the interplay between environmental change and food production in Japan.<br>The data can be downloaded in one archive file (<b><i>CropProduction_JP_1883-2022.zip</i></b>), which contains four data sets: <b><i>CropProduction_JP_1883-2022.csv</i></b> : crop production between 1883 and 2022<b><i>Japanese_Calendar.csv</i></b> : The Japanese calendar system<b><i>Prefecture_Code.csv</i></b> : The prefecture codes as a CSV spreadsheet <b><i>CropProduction_JP_DataSources.xlsx</i></b><b>.</b> : Data sources as an Excel file.Since 1947, the Ministry of Agriculture, Forestry and Fisheries and its predecessors have conducted an annual crop statistical survey. The data sources are listed in the Excel file <b><i>CropProduction_JP_DataSources.xlsx</i></b><b>.</b> The data from the oldest sources were compiled under the Japanese calendar system; in our dataset, the four Japanese eras are expressed using the first letter of their names (M, Meiji; T, Taisho; S, Showa; H, Heisei; and R, Reiwa). The years were converted to the Western calendar system (<b><i>Japanese_Calendar.csv</i></b>). Data were identified by original codes developed by us for this database corresponding to the 47 prefectures and 10 regions (Hokkaido, Tohoku, Hokuriku, Kanto-Tozan, Tokai, Kinki, Chugoku, Shikoku, Kyushu, and Okinawa) in Japan (<b><i>Prefecture_Code.csv</i></b>).
DOI: 10.17632/yjn6gtwcdb
title: Ensemble methods for HEAs

description: The data repository contains the dataset on high entropy alloys (HEAs) and the code files related to the phase prediction of HEAs using ensemble based machine learning models.
DOI: 10.6084/m9.figshare.14916360.v2
title: Pallares et al. Plasticity of thermal performance curves in a narrow range endemic water beetle

description: Data supporting the article <i>Plasticity of thermal performance curves in a narrow range endemic water beetle. </i>Results from the experiments measuring locomotion performance and metabolic rate in the aquatic beetle <i>Enocrhus jesusarribasi </i>(fam. Hydrophilidae).
DOI: 10.6084/m9.figshare.27637434.v3
title: Appendix 1: Summary of descriptive statistics

description: The descriptive statistics of the data.
DOI: 10.6084/m9.figshare.15912036.v1
title: SBMT structure files for mapped geologic features on Bennu

description: Structures files generated in the Small Body Mapping Tool (SBMT) showing the distribution of the major geologic features on Bennu. All features were mapped on the Medium resolution OLA V20 shape model. <br>Structures files include:1. Geologic unit boundaries, mapped as polygons. Each unit is divided into three sub-parts (6 polygons total)2. Saxa, mapped as polygons3. Lineaments, mapped as paths4. Craters (&gt;20 m), mapped as ellipses5. Craters (&gt;10 m, &lt;20 m), mapped as points6. Smooth lobate deposit, mapped as polygon7. Mass movement locations, mapped as points8. Particle ejection source regions, mapped as points9. Nightingale sample site, mapped as point<br><br>All structures filenames follow the following naming scheme: Bennu_feature_structure.type_shape.model.version_shapemodel.resolution<br>Where structure type indicates whether a feature is mapped as a path, polygon, circle, ellipse, or point (SBMT should automatically indicate which type of structure file is loaded). <br>Shape model version is OLA v20 and shape model resolution is Medium for all files. The files can be loaded into other shape model versions or resolutions, but offset may be introduced depending on the shape model and/or resolution. <br>Note that "Id" numbers in SBMT can change, so the structure Id numbers for specific features may not match those in other tables from Jawin et al., 2022.