cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.9628406.v1
title: Data and code for "Imprinting sets the stage for speciation"

description: This dataset contains empirical data, simulation results and code for statistical analysis and mathematical models for the manuscript "Imprinting sets the stage for speciation".<br>[Rearing Experiment]RearingData.csv: empirical data<br>Rearing Experiment Stats.Rmd: R code for statistical analysis<br><br>[Population Genetic Models]Population Genetic Model.nb: Mathematica code of the population genetic model<br><br>Numerical Analysis Results.Rmd: R code for visualizing the numerical analysis results<br>Effects of Starting Frequency.Rmd: R code for visualizing the simulation of different starting frequency<br>All other csv files are simulation results from the Mathematica file, all of which would be imported when running the two R markdown files above.<br><br><br><br>
DOI: 10.17632/gjrctjjnwx
title: Social Media Influencer

description: Influencer Marketing in the Fashion Industry: Uncovering the Dynamics of Emotional Attachment, Perceived Information, and Personal Interest Fit in Shaping Consumer Behavior
DOI: 10.6084/m9.figshare.5725993.v1
title: Numerical Computation of Eigenvalues for a Linear Operator

description: An implementation of the shooting method is offered for an eigenvalue problem.The code is written in Python.
DOI: 10.17632/9fs7znzwf8
title: collaborative innovation

description: This data indicates that the implementation of urban agglomeration planning significantly promotes regional collaborative innovation, increasing the number of joint patent applications per ten thousand people in pilot cities by 61.57%. This finding confirms Hypothesis 1, which states that the introduction of urban agglomeration planning significantly enhances collaborative innovation.
DOI: 10.17632/cvpbmwvr5w
title: Dataset

description: My dataset
DOI: 10.6084/m9.figshare.12622922.v1
title: SIMS processed data

description: processed data of SEAM paper
DOI: 10.6084/m9.figshare.20766739.v1
title: phage database for salmonella

description: this database contains information on phages of salmonella
DOI: 10.6084/m9.figshare.28684346.v1
title: Kaluza- Klein Stability and global information conservation

description: The work is part of the broader CUIP framework, which explores cosmology from the perspective of information dynamics and dimensional interaction.This article is also available on Zenodo as a timestamped version under the DOI: (https://doi.org/10.5281/zenodo.15080773<br>).This paper investigates how the evolution of KK (Kaluza–Klein) dimensions influences the large-scale expansion or contraction of the universe through the principle of information dimensional conservation. The central idea is that the total information degrees of freedom in the universe must remain balanced. When KK dimensions become increasingly compact, the visible dimensions must expand to maintain informational equilibrium. Conversely, if KK dimensions relax or destabilize, the visible universe may undergo contraction. This mechanism offers a new perspective on cosmological dynamics, driven not by energy densities alone, but by the underlying balance of dimensional information.<br><br><br><br><br>
DOI: 10.17632/2snmdx2rm7
title: Dataset of Cell Growth Regulator with EF-Hand Domain 1 (Cgref1) - a hepatokine study

description: This dataset contains the original sources of the data included in a manuscript of our group that will be/has been published. The labels of each file are corresponding to the figures described on the manuscript or journal. Individuals may refer to the journal for specific experimental details.

Fig 1C. Liver lysates of CREB-H KO mice injected with AAV-CREB-H-ΔTC or AAV-eGFP. 
Fig 1E. Huh7 cell culture medium and/or lysates after transfection of CREB-H-FL, CREB-H-ΔTC and vector control.
Fig 2B. Immunoprecipitation of Cgref1 protein from mouse sera.
Fig 2D. Cgref1 expression in wild type mouse tissues after 3 months of ND or HFD consumption
Fig 2F. Cell culture media and lysates of Hepa1-6 and Huh7 transfected with Cgref1-V5 or CGREF1-V5. IP was performed on cell culture media to capture V5-tagged proteins.
Fig 4C. Akt S473 phosphorylation in eWAT, sWAT and livers of WT and Cgref1-/- mice. 
Fig 4D. Akt S473 phosphorylation in eWAT of Cgref1-/- mice intraperitoneally injected with recombinant Cgref1 protein or PBS. 
Fig 4F. Analysis of insulin signaling pathway components in eWAT of WT and Cgref1-/- mice. 
Fig 4G. Glut4 expression in eWAT of WT and Cgref1-/- mice.
Fig 4H. Glut4 expression in 3T3-L1 preadipocytes after incubation with Cgref1 protein. 
Fig 5G. Expression of Acc1 and Scd1 proteins in the liver samples of WT and Cgref1-/- mice.
DOI: 10.17632/c4pv8w8pmp
title: Twenty simulated pedigrees with different combinations of three parameters using R package pedSimulate

description: The data consists of twenty pedigrees simulated using R package pedSimulate with different combinations of females selection (random, positively or negatively based on own phenotype or parent (genetic) average), additive genetic variance (10 vs. 20), and proportion of males selected (10% vs. 20%). The code used to simulate and analyze the data is available at "JupyterNotebook.html", and the corresponding Jupyter notebook (JupyterNotebook.ipynb) and R Markdown (JupyterNotebook.Rmd) files.
DOI: 10.17632/zds7d4ws5d
title: Material database

description: Superconductor and non- superconductor dataset
DOI: 10.6084/m9.figshare.17283842.v1
title: Digital Divide Survey Data

description: Data from representative sample of 2,188 undergraduates at a Hispanic-serving Institution (HSI), where a majority of students are low-income on challenges faced with remote instruction during fall 2020 during the pandemic. Data includes challenges with technology and working from home. It also includes demographic data.
DOI: 10.7294/tnm4-9123
title: Honey bee waggle dance calibration data set and bootstrapped calibration object to predict observed dances

description: This data set accompanies the article Schürch R, Zwirner K, Yambrick BJ, Pirault T, Wilson JM, Couvillon MJ (2019) 'Dismantling Babel: creation of a universal calibration for honeybee waggle dance decoding', Animal Behaviour.
DOI: 10.6084/m9.figshare.13635335.v1
title: Oh et al., 2020 - Preprocessed EEGLAB data

description: EEG data collected from 30 participants, pre-processed using EEGLAB. For detailed preprocessing steps, see:<br>Oh, Y., Chesebrough, C., Erickson, B., Zhang, F., & Kounios, J. (2020). An insight-related neural reward signal. <i>NeuroImage</i>, <i>214</i>, 116757.
DOI: 10.17632/hdy2vmrw88
title: BF-APF

description: This dataset contains the code of improvement algorithm, as well as the calculation time of obstacle points in flight space generated by different methods obtained through simulation experiments.
DOI: 10.6084/m9.figshare.28836854.v1
title: Multi-level warming decreases energy flux by nonlinear effect on soil nematode trophic groups in a mature forest

description: The dataset were used to obtain the results of the impact of warming on soil nematode communities.
DOI: 10.6084/m9.figshare.4923395.v1
title: Experimental Data 55.8 Deg Defect

description: Experimental data of the ball bearing with a defect length of 55.8 degrees , 100 micron deep at varying speeds and at a load of 500 N and 3000 N.
DOI: 10.6084/m9.figshare.7176176.v1
title: DSHW and THMG Combined data.sav

description: Data were gathered to study the impact with a Context-Specific Modified WHO Safe Childbirth Checklist at Two Tertiary Care Settings in Sri Lanka and this was as a part of the implementation project.
DOI: 10.11583/dtu.8034188.v1
title: Leading sustainability indicators for circular economy

description: This database is a comprehensive collection of leading sustainability-related indicators for manufacturing companies. The indicators are collected through a systematic literature review with following information registered: name, detailed description, formula, unit of measurement, and purpose of measurement. The leading indicators in the database are classified according to environmental, economic and social dimensions of sustainability, for a range of business processes and various circular economy strategies. This classification allows the configuration of different combinations of circular solutions to be exploited in various business processes, thus displaying a suitable set of sustainability performance indicators to be measured early in the decision-making stage. The database of performance indicators is a first building block of a foundation for the development of a sustainability screening framework, which will also comprise a procedure for a systematic indicator selection and guidelines for decision-making for sustainability in a circular economy context.
DOI: 10.17632/5t2drbhcdb
title: sports live streamer

description: The data was collected by a data collection company in South Korea. It includes evaluations from sports live streaming viewers regarding the image of sports content streamers, along with data on flow, satisfaction, and re-viewing intention.
DOI: 10.17632/dj2x4748pc
title: Miyake et al., Cell Rep Methods 2024

description: This dataset includes raw WB and IHC data in our study.
DOI: 10.17632/fzjyprkh3h
title: Graph datasets for clustering

description: The CORA dataset consists of seven distinct categories of scientific papers. It comprises 2708 papers, with each paper represented as a node in the network. There are 5429 citation links, each representing a directed edge from one paper (node) to another, indicating a citation relationship. Each paper is represented by a 1433-dimensional feature vector, where each value is 0 or 1, indicating the absence or presence of specific words from a predefined dictionary.

CITE is a citation network dataset consisting of papers from six distinct research categories: Agents, Artificial Intelligence (AI), Databases (DB), Information Retrieval (IR), Machine Learning (ML), and Human-Computer Interaction (HCI). The dataset comprises 3327 academic papers. Each paper is represented by a 3703-dimensional word vector, indicating the absence or presence of specific words from a predefined dictionary. Additionally, the dataset includes 4732 citation links between papers, reflecting the citation relationships among papers.

The DBLP dataset is derived from the DBLP computer science bibliography and represents a co-authorship network. Each node corresponds to an author, and an edge between two nodes indicates that the corresponding authors have co-authored at least one paper together. It contains 4058 nodes and 3528 edges, with each author represented by an 334-dimensional feature vector that describes their research areas.

The ACM dataset is a paper network, derived from the ACM database. It contains a total of 3025 papers categorized into three categories: database, wireless communication, and data mining. Each paper is represented by a 1870-dimensional vector based on the research area of the article. There is an edge between two papers if they are written by the same author.
DOI: 10.17632/mcsypbk6nz
title: JSLE and healthy control immune phenotype
DOI: 10.6084/m9.figshare.26807974.v2
title: Traction Elevator Predictive Maintenance

description: The condition monitoring data for a passenger traction elevator, encompassing 1,416 real-time samples of time, speed, acceleration, and vibration, was collected using the LattePande Dashboard Kit across various scenarios. This time-series data is valuable for anomaly detection and can be leveraged in unsupervised machine-learning applications.
DOI: 10.6084/m9.figshare.5847654.v1
title: Effects of alternate wetting and drying technique on greenhouse gas emissions from irrigated rice paddy in Central Luzon, Philippines

description: Alternate wetting and drying (AWD) technique has been widely reported to reduce methane (CH<sub>4</sub>) emission from irrigated rice paddies. However, little is known about its feasibility in an environment that has distinct weather conditions involving tropical wet season (WS). To investigate the AWD’s feasibility in terms of reducing greenhouse gas (GHG) emissions both in dry season (DS) and WS, 3-year field experiments were conducted in Central Luzon, Philippines. Three treatments of water management were continuous flooding (CF), flooding when surface water level naturally declines to 15 cm below the soil surface (AWD), and site-specific AWD that modified the criteria of soil drying (AWDS). Methane and nitrous oxide (N<sub>2</sub>O) fluxes were measured using a closed chamber method, and the global warming potential (GWP) of the two GHGs was calculated. Rice grain yield did not significantly differ among treatments. In accordance with the previous findings, the seasonal total CH<sub>4</sub> emission was significantly greater in WS than in DS. The effect of treatment was significant, but the reduction rate by AWD was just 1.7% compared to CF. The seasonal total N<sub>2</sub>O emission was significantly affected by cropping season and treatment. The AWD increased the N<sub>2</sub>O emission by 97%, especially in DS. The resultant GWP did not significantly differ among three treatments. The results indicate that the AWD and AWDS with the current settings were insufficient to reduce the annual GHG emissions in this site. However, fragmentary results obtained in the last DS suggest that an earlier rice residue incorporation and keeping dry soil conditions in the preceding fallow season is effective in reducing CH<sub>4</sub> emission in combination with an earlier implementation of AWD.
DOI: 10.6084/m9.figshare.7651916.v8
title: Data for PNAS paper titled: Role of UCHL1 in axonal injury and functional recovery after cerebral ischemia

description: Data associated with Figures.
DOI: 10.17632/f44c3zp2yp
title: Monoamine brain content of mainland and island populations of Podarcis siculus

description: In accordance with the permit of the Ministry of Environment and Energy (Class: AP /L612-07 I 18-481 65; No: 517-07-l-l-l-18-4), and the permit of the Ethical committee of the Faculty of Science, University of Zagreb, Croatia (No: 251-58-10617-18-16), animals (10 males from each location) were captured by noosing, and transported to the laboratory in cloth bags. Since the population on islet Pijavica is strictly protected, this was the maximum number of animals we were permitted to collect. In the laboratory, animals were maintained in individual terraria (40x30cm) with peat as a substrate, fed every two days with crickets (Acheta domestica), that were supplemented with calcium and vitamins, with water available ad libitum. The light cycle was the same as the natural cycle (14:10 h, light: dark). Room temperature varied between 22°C during the night and 30° C during the day, to simulate natural day-night temperature variation. Lizards were allowed to habituate to laboratory conditions for one week before being subjected to behavioral testing. Brain samples were collected two weeks after the last behavioral test (beginning of July 2018). The experiments were conducted in accordance with the Directive of the European Parliament and of the Council (2010/63/EU) and the Croatian Animal Protection Law (“Narodne Novine”, 102/17 and 32/19). All efforts were made to reduce the number of animals used and to ensure animal welfare.
DOI: 10.17632/hrxgkm78cp
title: Research data

description: You can find the SPSS file of our study data.
DOI: 10.17632/mk9b463n6w
title: DFT data, Effect of phenyl substituent of hydroquinone on proton-coupled electron transfer

description: DFT data was calculated using the Becke three-parameter Lee–Yang–Parr (B3LYP), Minnesota 06 (M06-2X), and Tao–Perdew–Staroverov–Scuseria hybrid meta-GGA (TPSSh) functionals implemented in the Gaussian 16 Program package.
DOI: 10.6084/m9.figshare.27851817.v3
title: <b>Intestinal permeability of N-acetylcysteine is driven by gut microbiota-dependent cysteine palmitoylation</b>

description: Trillions of intestinal microbiota are essential to the permeability of orally administered drugs. However, identifying microbial-drug interactions remains challenging due to the highly variable composition of intestinal flora among individuals. Using single-pass intestinal perfusion (SPIP) platform, we established the microbiota-based permeability screening framework involving germ-free (GF) and specific-pathogen-free (SPF) rats to compare<i> </i><i>in-situ</i> <i>P</i><sub>eff</sub>-values and metabolomic profiles of 32 orally administered drugs with disputable classifications of permeability. In contrast with SPF controls, N-Acetylcysteine (NAC) exhibited significantly increased permeability in GF rats, which was inversely related to reduced cysteine-3-ketosphinganine by <i>Bacteroides</i>. To further validate these microbiome features, we integrated clinical descriptors from a prospective cohort of 319 participants to optimize a 15-feature eXtreme Gradient Boosting (XGB) model. This machine learning (ML) model of clinical prediction revealed that cysteine palmitoylation by intestinal microbiota has significantly affected NAC permeability, thus leading to discordant biopharmaceutics classification.
DOI: 10.17632/6rr99fkwwp
title: Data for: Do root hairs of barley and maize roots reinforce soil under shear stress?

description: Soil columns permeated by roots with and without root hairs to assess the contribution of root hairs to soil reinforcement under shear stress.
DOI: 10.17632/6zwtfwghxm
title: LINF_120008300

description: Myotubularin-related protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/t8fvs9fjvw
title: Data for: A new method for predicting formation lithology while drilling at horizontal well bit
DOI: 10.6084/m9.figshare.14025611.v1
title: Precip_2017.xlsx

description: See metadata tab in .xlsx file for additional information.<br>
DOI: 10.6084/m9.figshare.5241205.v1
title: Erratum: Atorvastatin Reduces Plaque Vulnerability in an Atherosclerotic Rabbit Model by Altering the 5-Lipoxygenase Pathway

description: <i>Objective:</i> The 5-lipoxygenase catalyzed formation of leukotriene lipid mediators is a mediator for inflammatory response in arteries. The present study investigated the relationship between atorvastatin and the 5-lipoxygenase pathway in an atherosclerotic rabbit model. <i>Methods:</i> Thirty male New Zealand White Rabbits were randomized into negative control, positive control and atorvastatin groups. At week 4, the rabbits were subjected to carotid balloon-dilation injury or carotid balloon-dilation injury, followed by treatment with atorvastatin. At week 12, all the animals were sacrificed. Plasma lipids, LTD<sub>4</sub>, and 15-epi-lipoxin A<sub>4</sub> were measured using the enzymatic endpoint method and ELISA, respectively. RT-PCR was performed to detect the gene expression of 5-lipoxygenase-activating protein and cysLT1R in rabbit carotid arteries. Finally, histological analysis was used to evaluate the pathophysiological changes of rabbit carotid arteries. <i>Results:</i> The results showed atorvastatin markedly lowered serum lipids and LTD<sub>4</sub> levels compared with the control group. Similarly, mRNA expression of 5-lipoxygenase-activating protein and cysLT1R was significantly inhibited by atorvastatin. Decreased carotid plaque instability was evident in atorvastatin-treated animals, as demonstrated by a thickened elastic layer, less neointima hyperplasia and macrophage proliferation. <i>Conclusions:</i> Atorvastatin may stabilize carotid plaque by regulating the 5-lipoxygenase pathway in atherosclerotic rabbits and delay the progression of atherosclerosis by exerting anti-inflammatory effects.
DOI: 10.6084/m9.figshare.11865495.v1
title: A lithology database from historical 457 boreholes in the Llobregat River Delta aquifers in northeastern Spain

description: A database including detailed lithology from historical 457 mechanical boreholes performed in the Llobregat River Delta (emerged and submerged sectors) in Barcelona province, northeastern Spain, is provided for public interests. All data are supplied in the Spanish version. This dataset is arranged in two *.RAR files as follows:File "01_Topography.rar" includes a folder with 23 PDF files corresponding to topographic sheets. The file “00_Full_Topographic_Division” shows the general topography of the emerged sector of the Llobregat River Delta, which in turn is divided into 31 topographic sheets at scale 1: 5,000. Only those 22 sheets having boreholes with geological data are included, that is, those corresponding to the PDF files called A3, A4, A5, B3, B4, B5, B6, C3, C4, C5, C6, D2, D3, D4, D5, E2, E3, E4, E5, F1, F2, and F3. The location of each borehole surveyed appears on each sheet, as does its code. File "02_Boreholes.rar" a folder with 24 files concerning to boreholes data. The file "00_Legend" includes the homogenized legend of lithology found in all boreholes. The rest of the 23 PDF files are called A3, A4, A5, B3, B4, B5, B6 (this sheet is omitted because there was not cartography on the sea), C3, C4, C5, C6, D2, D3, D4, D5, D6, E2, E3, E4, E5, F1, F2, and F3. Each of these files show the sequence of boreholes located in each of the above described topographic sheets at scale 1: 5,000.
DOI: 10.17632/m2krtc45bt
title: Water chemistry dataset for upper Changjiang River

description: Water chemistry dataset for upper Changjiang River
DOI: 10.17632/z9yc2k598s
title: Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models - Chapter 2 Introduction to Cognitive Science, Cognitive Computing, and Human Cognitive 

description: The analysis for applying multidisciplinary engineering principles of medicine and biology for health purposes for body injuries, illness, and neurological disorders can be separated by the typical symptoms of these disorders. They are generally divided into: “motor symptoms related to movement disorders” and “nonmotor symptoms related to cognition and no related to movement disorders".The “nonmotor symptoms” and “others physical and mental changes” are studied as “cognitive changes” analysis in this book under cognitive computing. As well as general body injuries, illness and disorders are the focus of this book: “Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models,". Please read chapter 2 at science direct: https://www.sciencedirect.com/science/article/pii/B9780128207185000076
“Linguistics” is the scientific study of language and involves analyzing language form, its meaning and context. It has evolved in cognition as “Natural Language Processing (NLP).” “NLP” is a branch of “AI technology” used to aid computers to understand human’s natural language. Its main objectives are to read or hear, understand, analyze, manipulate, and generate as text or speech human language or vice versa through the application of “AI algorithms.”
Section 2.5 Natural Language Processing (NLP) steps. 2.6.1 Natural Language Processing applications with MATLAB
Section 2.6.2 “NLP Topic Models” with MATLAB". 2.6.2.1 Research 2.1: “NLP Topic Models between a blog with a patient with neurologic disease and a researcher”. 
Section 2.6.3 “NLP audio files” with MATLAB. 2.6.3.1.3 Developing a MATLAB program for this research: “NLP MATLAB audio files”
Section 2.6.4 “NLP Text to Speech” using MATLAB. 2.6.4.1 Research 2.3: “NLP Text to Speech” as action generation using MATLAB.
Section 2.6.5 “NLP Speech to Text” with MATLAB and IBM Cloud API. 2.6.5.1 Research 2.4: “NLP Text to Speech” as action generation using MATLAB and IBM Cloud API
Section 2.8.1 IBM Cloud solution for natural language processing.  2.8.2 IBM Cloud exercise to create APIs for NLP applications.
DOI: 10.6084/m9.figshare.21152122.v5
title: Microseismicity detection and spatial-temporal migration in the Xinfengjiang Reservoir, Guangdong, China

description: Shared the raw data of permanent broadband seismographs and the raw data of temporary seismometers used in the paper "Microseismicity detection and spatial-temporal migration in the Xinfengjiang Reservoir, Guangdong, China" submitted to<i> </i><b><i>Physics of the Earth and Planetary Interiors</i></b><br>