cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wgszp47nkd
title: A Multi-Scenario Parallel Personnel Selection and Risk Assessment Big Data Structured Problem: Input and Output Data

description: This data is part of the input structure of CLUS-MCDA project as well as the outcomes and results of the algorithm. The data article will be updated furthermore along with source files of the code and packages as well as developed software when the related paper got accepted. Version 2 update: This is the final polished input and output data that have been used in the paper.
DOI: 10.3535/jka-gyr-pzf
title: Mudasööjate käigud?

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/j6rkb79grz
title: Data from: Migratory birds spread their haemosporidian parasites along the world's major migratory flyways

description: Data and R-script corresponding to the article of Perrin et al. "Migratory birds spread their haemosporidian parasites along the world's major migratory flyways". The 'README.txt' file provides key information for understanding and reuse data.
DOI: 10.3535/2n1-63c-1mt
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mgt-9ze-vb6
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/dns8634w2x
title: GENRES and LIFE-Fin studies: EWASs of antihypertensive drug BP responses, Summary statistics

description: Summary statistics of the EWASs of antihypertensive blood pressure responses in the GENRES (four drugs) and in the LIFE-Fin (two drugs) studies.

Related article: 
Nuotio M-L, Sanez Tähtisalo H, Lahtinen A, Donner K, Fyhrquist F, Perola M, Kontula KK, Hiltunen TP. 
Pharmacoepigenetics of hypertension: genome-wide methylation analysis of responsiveness to four classes of antihypertensive drugs using a double-blind crossover study design.
Epigenetics, published online Feb 25, 2022.
(https://doi.org/10.1080/15592294.2022.2038418).

Epigenome-wide analysis was performed on the antihypertensive responses to four different monotherapies in the GENRES Study and to two different monotherapies in the LIFE-Fin Study. 
The GENRES Study is randomized, placebo-controlled, cross-over and single-centre by design. Each subject underwent all the monotherapy periods (except for few withdrawals). 
The EWAS study included ca. 200 Finnish males, aged 35 to 59 years.

The LIFE-Fin Study is part of the LIFE Study, including the Finnish subjects with DNA samples. 
The EWAS study included ca. 200 subjects from both the atenolol and the losartan arms of the study.

The analytical and statistical methods are described in the article.

Contact address: timo.hiltunen@hus.fi
DOI: 10.17632/tc7xmjbmfw
title: Changes in resting-state Functional Connectivity of Cerebellum in Alzheimer’s disease and amnestic Mild Cognitive Impairment: a case control study

description: The structral after preprocessing with SUIT in normal controls, amnestic mild cognitive impairment and Alzheimer's disease. The functional data could can be obtained by contacting the author, dantao.peng@outlook.com
DOI: 10.3535/01b-t9n-ara
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dwv-6xv-e7l
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/fnb6drkf93
title: UDV measurements of liquid metal flow driven by pulsed TMF

description: Measurements of flow velocities under travelling magnetic field impact for the experimental set-up from http://www.mhd.sal.lv/contents/2017/3/MG.53.3.14.R.html
DOI: 10.3535/7kb-zwq-yj8
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zrp-cj6-5s1
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23820714.v1
title: A19_2.ibw

description: AFM image
DOI: 10.6084/m9.figshare.27222369.v2
title: scoping review data

description: All articles, 1868 from electronic databases search: PubMed (n=444), Scopus (n=996), Web of Science (n=406), and additional sources (n=22).
DOI: 10.3535/d18-tz3-kvv
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4cl-p4z-8dm
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/c1t-a36-yjk
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/by72n3s9bn
title: RANS and DNS simulations of flow over 2D periodically arranged hills

description: The data consists of 3 different sets of simulations. - 7 DNS simulations of the flow over 2D periodically arranged hills - 30 RANS simulations of the flow over 2D periodically arranged hills. Variability in the hill geometry is introduced using two parameters, namely the hill steepness angle and the hill streamwise separation.
DOI: 10.17632/f7rfvgyt74
title: Skin permeability

description: This dataset contains information on the human skin permeability of chemicals.
DOI: 10.3535/g9c-zak-dh3
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kgx-xpt-jpl
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.27634422.v1
title: Data Analysis for Global GPU Network (GGN)

description: <pre> This report presents a comprehensive data analysis for the Global GPU Network (GGN) over a three-day period from October 19-21, 2024. The analysis covers various aspects, including data collection methodology, time analysis, cost analysis, and revenue/discount analysis. Key findings indicate an average processing time of 17 minutes and 48 seconds, with the 00:00 IST slot exhibiting the most consistent performance. The 09:00 IST slot offers the best cost-performance ratio, while a consistent 2x revenue multiple is maintained across all time slots. The insights gathered from this analysis can inform strategic decision-making and optimization of the GGN platform.<br></pre>
DOI: 10.6084/m9.figshare.3398899.v1
title: Mutation rate variation or error supplementary code and data

description: Mutation rate variation or error supplementary code and data
DOI: 10.17632/ggxxghn2mb
title: MYC regulates a pan-cancer network of co-expressed oncogenic splicing factors

description: Raw images associated with the paper 'MYC regulates a pan-cancer network of co-expressed oncogenic splicing factors' by Urbanski et al.
DOI: 10.3535/bck-nyf-h6r
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fac-jqb-3dx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22799744.v1
title: SystemParameters_NN_OPF

description: We provide the parameters of two test systems to verify a proposed trustworthy neural network applied to optimal power flow.
DOI: 10.17632/h6sy7n994t
title: Data for: Consumers' trust in food safety indicators and cues: the case of Vietnam
DOI: 10.17632/rd3d44rc6g
title: Data for: Can interaction with informal green space reduce depression levels? An analysis of potted street gardens association with depression levels in a dense Moroccan neighborhood.

description: We used a face-to-face survey conducted in January 2019 to collect the data, we received the ethics approval from the University of Tokyo ethics committee, and the survey participants provided their verbal consent. 
we used SPSS 25 to analyze the data.
DOI: 10.3535/5s4-ah4-pdy
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w70-ktj-dr1
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.14749/28350362
title: South African Social Attitudes Survey (SASAS) 2012: Questionnaire 1 - All provinces

description: <p> Topics covered in the questionnaire are: democracy and governance, national identity and pride, intergroup relations, education, moral issues, personal wellbeing index, national wellbeing index, poverty, IEC state of democracy module, Batho Pele, voting, respondent characteristics, household characteristics, personal and household income variables.</p><p> The data set for dissemination contains 2520 cases and 429 variables.</p>
DOI: 10.17632/zf5v3pwg7h
title: Risk_Data_Ovcharenko

description: Данные и расчеты выполненные в ходе написания магистерской диссертации
DOI: 10.3535/ex5-q2j-naa
title: Neocystiphyllum keyserlingi (Dybowski, 1873)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nbv-3w9-p4b
title: Neocystiphyllum keyserlingi (Dybowski, 1873)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/6crsgn3yzr
title: KBS Technologies - On Job Support

description: KBS Technologies is a leading provider of job support services to the global IT community, based in India. With their comprehensive solutions, team of experienced experts, and unwavering commitment to excellence, they have successfully guided numerous professionals towards achieving excellence in their careers. Whether you are an individual looking to enhance your skills or an organization in need of project development and support, KBS Technologies is your reliable partner in the pursuit of success. Their global reach, cost-effective solutions, and adaptability make them a valuable asset in today's highly competitive job market.

The Technologies are Azure, AWS, Java, AngularJs, React, python, PowerApps, Front end, Dotnet, Mulesoft, DevOps, MS Dynamics, Data science, Power BI, ETL, HADOOP, PEGA, docker, Tableau, Ansible.

https://www.kbstraining.com/job-support.php
Contact us: info@kbstraining.com
DOI: 10.17632/f8jpv7mcdw
title: Proportion of Irrigation versus Actual Irrigation

description: This dataset and visualizations provide insights into irrigation potential and actual irrigation levels across different districts.

Bar Chart - Irrigation Potential vs. Actual Irrigation:
The bar chart illustrates the comparison between irrigation potential and actual irrigation for each district. The x-axis represents the districts, while the y-axis represents the irrigation levels. Two bars are displayed for each district, one representing the irrigation potential and the other representing the actual irrigation. The chart allows for easy comparison between the two variables across districts.
Statistical Summary:
Statistical summaries are provided for both irrigation potential and actual irrigation. These summaries include count, mean, standard deviation, minimum, 25th percentile (Q1), median (50th percentile or Q2), 75th percentile (Q3), and maximum values. These descriptive statistics offer a comprehensive understanding of the central tendency, variability, and distribution of irrigation potential and actual irrigation levels across the dataset.
Scatter Plot - Proportion of Irrigation vs. Actual Irrigation:
The scatter plot visualizes the relationship between the proportion of irrigation initiatives and actual irrigation levels. Each data point represents a district, with the x-axis representing the proportion of irrigation initiatives and the y-axis representing actual irrigation levels. Additionally, a regression line is plotted to depict the linear relationship between these variables. The line equation, along with the correlation coefficient (r) and p-value, provides insights into the strength and significance of the relationship.
Correlation Coefficient and p-value:
The correlation coefficient (r) quantifies the strength and direction of the linear relationship between the proportion of irrigation initiatives and actual irrigation levels. A value close to 1 indicates a strong positive linear relationship, while a value close to -1 indicates a strong negative linear relationship. The p-value indicates the significance of the correlation coefficient. A small p-value suggests that the observed correlation is unlikely to be due to random chance.
Overall, this analysis allows for a comprehensive exploration of the relationship between irrigation potential, actual irrigation, and the proportion of irrigation initiatives, providing valuable insights for decision-making and planning in the context of irrigation management.
DOI: 10.17632/m7738bc5rg
title: Distinct Developmental Reprogramming Footprint of Macrophages During Acute Kidney Injury Across Species

description: NanoString data
DOI: 10.3535/qew-535-e6b
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t69-y6z-4dn
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12249578.v1
title: Average degree of the proximity network

description: Daily time-series of the average degree of the proximity network. Each entry is the value of on a given day.The fields of the table are:- COD_PROV of the province;- SIGLA of the province;- DEN_PCM of the province;- days in the format yyyy-mm-dd.<br>
DOI: 10.3535/2bc-hcw-ng6
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pf0-hxl-yg4
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/79v-9rn-7k0
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8jd-653-c0b
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21251391.v1
title: SupplementaryTable_S1.xlsx

description: dataset metadata and assembly metrics
DOI: 10.3535/4wn-xej-mkf
title: Plantae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ytg-f52-zjx
title: †Oepikina Salmon, 1942

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3425654.v1
title: Calculations of the EPR <b>g</b>-tensor using unrestricted two- and four-component relativistic approaches within the HF and DFT frameworks

description: Approaches and programs for calculations of the EPR <b>g</b>-tensor in the framework of the two- and four-component methods are still very rare. There are three main reasons for this: the wider community's unawareness of the importance of second- and higher order spin–orbit effects on the <b>g</b>-tensor, the methodological problems associated with performing such calculations and the lack of understanding of these problems. This paper reports on the implementation of a method for calculation of the <b>g</b>-tensor in the framework of the relativistic unrestricted two- and four-component Hartree–Fock and density functional theory approaches based on the Kramers pair formalism. This implementation allows us to analyse problems which arise when the <b>g</b>-tensor is calculated via Kramers pairs in the unrestricted framework.
DOI: 10.17632/xjp7c5mc8h
title: Supplementary Figure - Efficacy of low-dose oral minoxidil in the management of anticancer therapy-induced alopecia in patients with breast cancer: A retrospective cohort study

description: Standardized clinical photographs of a female patient with breast cancer with anticancer therapy-induced alopecia show marked hair growth after treatment with combined low-dose oral minoxidil and topical minoxidil.
DOI: 10.17632/yk6bgzh6st
title: PAM binding ensures orientational integration during Cas4-Cas1-Cas2 mediated CRISPR adaptation, Dhingra et al. 

description: Gel images for figures in "PAM binding ensures orientational integration during Cas4-Cas1-Cas2 mediated CRISPR adaptation" by Dhingra et al.
DOI: 10.3535/ky8-syn-bma
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wtc-8eb-de7
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9sw-a5t-zj0
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s7q-kav-ya9
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19728994.v2
title: Mating loci and meiosis genes and CDS of Urocystis primulicola

description: Core meiosis genes/CDS were manually annotated in the genome of <em>Urocystis primulicola</em> using the respective genes from <em>Ustilago maydis</em> (Gioti et al., 2013). Mating loci and mating genes/CDS were identified using the mating genes of <em>Ustilago maydis</em> and <em>Sporisorium reilianum</em>. The dataset contains the sequences in GenBank format for the meiosis genes and both mating loci conserved in Ustilaginomycetes. This dataset was generated in the study described in the unpublished manuscript "Comparative genomics of smut fungi suggest the ability of meiosis and mating in asexual species of the genus <em>Pseudozyma</em> (Ustilaginales)". Accession numbers of reference genes are cited in the manuscript. Tblastn was used to identify the loci in the genome, and multiple sequence alignments (MUSCLE) of the respective reference gene and CDS with the suspected locus were used to identify the reading frames and intron positions.
DOI: 10.6084/m9.figshare.24999107.v2
title: Navas-Olive, Rubio, et al. (2023). Figure 2 - data

description: <b>Figure</b><b>2. </b><b>Training design and performance of ML models.</b> <b>b)</b>LFP example of the new test set and the corresponding model outputs per window of analysis. Note different duration of true events. Setting a threshold allows defining the windows containing detected events. Colored ticks represent detections by the different models. Two different thresholds (dark and light gray) can influence what events are detected. Note how detections marked with arrows are dismissed when the threshold increases. Since SWRs constitute about 1-4% of the total recording duration, performance is computed using positive detections; that is windows without GT or detected events are not computed for performance.
DOI: 10.3535/5m7-aas-hyq
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21225413.v2
title: Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection

description: Data package for ICSE 2024. Github repo: https://github.com/ISU-PAAL/DeepDFA.
DOI: 10.3535/pha-pvm-gz5
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/q03-hbp-71m
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qk2-06n-yfy
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/kpjv7sjnhn
title: Tree‐ring‐based reconstruction of the precipitation variability in the middle Taihang Mountains (1608–2021)

description: Understanding historical droughts in northern China is challenging due to the limited time records of meteorological stations. In this study, we reconstructed the precipitation variability in the middle Taihang Mountains over 414 years by using the tree‐ring width of Pinus tabulaeformis. Based on our climate response analysis, Pinus tabulaeformis growth at the sampling sites was mainly restricted by the total precipitation from August of the previous year to June of the current year (P8‐C6), which was used as the dependent variable for precipitation reconstruction. Spatial analysis demonstrated that the reconstructed precipitation contained obvious spatial representativeness in the Taihang Mountains. We compared the precipitation sequence with other dryness/wetness sequences around the study area, revealing common drought events in most of northern China. Furthermore, the multi-taper method (MTM) demonstrated a significant period of 2–4 years of the reconstructed precipitation. The precipitation variability in the Taihang Mountains may be influenced by the El Niño–Southern Oscillation (ENSO), Pacific Decadal Oscillation (PDO), and Atlantic Multidecadal Variability (AMV) and has exhibited a negative correlation in recent decades. This study has reconstructed the historical changes in wet and dry conditions to offer a reference for the utilization of modern water resources, especially by linking the decrease in precipitation in the study area with the downfall of the Ming Dynasty.
DOI: 10.17632/tg2622h9dd
title: Intramembrane ionic protein-lipid interaction regulates integrin structure and function

description: Protein transmembrane domains (TMDs) are generally hydrophobic but our bioinformatics analysis shows that many TMDs contain basic residues at terminal regions. Physiological functions of these membrane-snorkeling basic residues are largely unclear. Here we show that a membrane-snorkeling Lys residue in integrin αLβ2 (also known as LFA-1) regulates transmembrane heterodimer formation and integrin adhesion through ionic interplay with acidic phospholipids and Ca2+ in T cells. The amino group of the conserved Lys ionically interacts with the phosphate group of acidic phospholipid to stabilize αLβ2 transmembrane association, thus keeping the integrin at low-affinity conformation. Intracellular Ca2+ uses its charge to directly disrupt this ionic interaction, leading to the transmembrane separation and the subsequent extracellular domain extension to increase adhesion activity. This Ca2+-mediated regulation is independent on the canonical Ca2+ signaling or integrin inside-out signaling. Our work therefore showcases the importance of intramembrane ionic protein-lipid interaction and provides a new mechanism of integrin activation.
DOI: 10.3535/cs4-9ce-ytj
title: †Homoeospira Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24117273.v1
title: Script 1 to 9 and necessary data to run them

description: R scripts (numbered from 1 to 9) to prepare data, perform calculations, and run analyses for the projection of speaker numbers for 27 Indigenous languages of Canada between the years 2001 and 2101. Contains data on first language collected during the censuses of 2001, 2006, 2011, 2016, and 2021 provided by Statistics Canada.Contains fertility and mortality schedules taken from the 2022 World Population Prospects (UN). Contains other data files that were produced from the data and calculations described above.
DOI: 10.6084/m9.figshare.25203113.v1
title: human proteins fasta

description: A fasta file for all human protiens on uniprotkb
DOI: 10.6084/m9.figshare.25816477.v1
title: GPT-4 automated tests and evaluation

description: GPT-4 based experiments to explain different datasets (RDF triples)