cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5123368.v1
title: Supplementary Material for: Visualization of Sex-Dimorphic Changes in the Intestinal Transcriptome of <b><i>Fabp2</i></b> Gene-Ablated Mice

description: <b><i>Background/Aims:</i></b> Sex differences in gene expression program have not been effectively explored at the transcriptome level. We aimed to develop a method for the analysis of transcriptome data to identify sex differences and sex-dimorphic responses to experimental conditions in mice. <b><i>Methods:</i></b> Profiling of the small intestine transcriptome of chow-fed C57BL/6J (wild-type, WT) and <i>Fabp2</i><sup>–/–</sup> mice was carried out by microarray analysis. Sex-specific and androgynous effects of <i>Fabp2</i> gene ablation were examined using FlexArray V1.6 by comparing WT to <i>Fabp2</i><sup>–/–</sup> mice. The data generated were exported into a single spreadsheet, collated and transformed to identify the differentially expressed genes for pathway analysis. <b><i>Results:</i></b> The method revealed enrichment of 17 sex-dimorphic pathways in the small intestine of WT mice compared to only 4 in <i>Fabp2</i><sup>–/–</sup> mice. Comparison of the effects of Fabp2 loss in individual sexes revealed a male-specific upregulation of 5 pathways involved in the production of unsaturated fatty acids, and a female-specific downregulation of pathways involved in xenobiotic metabolism. <b><i>Conclusions:</i></b> Our approach detected the common as well as sex-differential pathways that are modified due to the loss of Fabp2. These findings suggest that the pathways involved in nutrient and xenobiotic metabolism in the intestine are regulated by sex-specific mechanisms.
DOI: 10.6084/m9.figshare.21959636.v1
title: Plot-level estimates of aboveground biomass and soil organic carbon stocks from Nepal’s forest inventory

description: This dataset includes georeferenced plot-level forest carbon estimates for Nepal as a supplement to a data paper submitted to the Scientific Data journal. The dataset is based on field observations from Nepal's national forest inventory from 2010 to 2014 and includes estimates for two major forest carbon pools: aboveground biomass (AGB) and soil organic carbon (SOC) stocks from 2,009 and 1,156 inventory plots, respectively. The forest AGB includes all trees within each sample plot, including standing dead and stumps, while the forest SOC stock includes the organic carbon in the 0-30 cm depth. The organic litter was excluded from the plot-level estimates of SOC due to missing records for many plots. Other analyses have reported a very low contribution of litter to the total carbon stocks in Nepal's forests (&lt;1%). The dataset is presented as a comma-separated table with five columns. The ‘plot_id’ column contains a unique plot number for each forest inventory plot. The ‘long’ and ‘lat’’ columns represent longitude and latitude in the EPSG:4326 spatial reference system. The columns ‘AGB_tha’ and ‘SOC_tha’ represent plot-level forest AGB and SOC, in t ha-1, respectively. Missing values are indicated with ‘NA’.
DOI: 10.6084/m9.figshare.26344993.v3
title: Datasets figures with chemical composition, long-range structure, short-range structure, and structural transformation of layered ternary nitrides

description: Datasets for figures presented in "Synthesis pathways to thin films of stable layered nitrides" manuscript
DOI: 10.6084/m9.figshare.27169188.v1
title: Alignment of mtDNA sequences used for phylogenetic inference

description: Alignment of complete mtDNA genome sequences of Asian and African elephant, mammoths and mastodon samples (n=50) used for phylogenetic inference in Santos, T.L. <i>et al.</i>
DOI: 10.6084/m9.figshare.12758066.v1
title: Modified IEEE 69-bus distribution system.docx

description: 69-bus system data
DOI: 10.6084/m9.figshare.16821427.v3
title: N-Omniglot: a Large-scale Neuromorphic Dataset for Spatio-temporal Sparse Few-shot Learning

description: N-Omniglot is a large neuromorphic few-shot learning dataset. It reconstructs strokes of Omniglot as videos and uses Davis346 to capture the writing of the characters. The recordings can be displayed using DV software's playback function (https://inivation.gitlab.io/dv/dv-docs/docs/getting-started.html). N-Omniglot is sparse and has little similarity between frames. It can be used for event-driven pattern recognition, few-shot learning and stroke generation. It is a neuromorphic event dataset composed of 1623 handwritten characters obtained by the neuromorphic camera Davis346. Each type of character contains handwritten samples of 20 different participants. The file structure and sample can be found in the corresponding PNG file. The dataset has been plugged into the BrainCog framework. <strong>Project</strong>: https://www.brain-cog.network/dataset/N-Omniglot/ <strong>Code</strong>: https://github.com/Brain-Cog-Lab/N-Omniglot <strong>Paper</strong>: https://www.nature.com/articles/s41597-022-01851-z
DOI: 10.17632/64w5rfr8t8
title: mydata

description: enzyme
DOI: 10.17632/67fcbhpysd
title: 2D Images Dataset

description: We compiled a diverse image dataset from various sources. Then this heterogeneous 2D image dataset, sourced from diverse origins, was utilized to train and evaluate the performance of our steganographic implementation.
DOI: 10.17632/xtcvwkrj82
title: The Effectiveness of Live Shopping Features as a Marketing Strategy in Influencing Customer Purchase Intention

description: This is the questionnaire data and also the dataset of the questionnaire results “The Effectiveness of Live Shopping Features as a Marketing Strategy in Influencing Customer Purchase Intention”
DOI: 10.6084/m9.figshare.24189882.v1
title: MalImg dataset.zip

description: Images dataset for malware classification using deep learning methods
DOI: 10.6084/m9.figshare.9572327.v1
title: Flexible covariance dynamics, high-frequency data, and optimal futures hedging

description: This paper investigates the out-of-sample performance of hedged portfolios constructed using a novel rotated ARCH (RARCH) model class, which enables flexible covariance dynamics for spot and futures returns. The model’s empirical fit can be significantly improved when it incorporates rotated realized covariance matrix measures. The empirical results suggest that a highly risk-averse hedger implementing the restricted RARCH model would be willing to pay substantial switching fees to capture the incremental gains generated by the flexible and informative alternative; this thus supports the economic importance of incorporating high-frequency data into flexible RARCH modeling processes for the construction of optimal hedged portfolios.
DOI: 10.17632/dpvrhkyk7y
title: Redundant Brake Light Signals in Simulated Driving Project Data

description: 1. Brake light project raw data
2. Extracted data for statistical analysis
DOI: 10.6084/m9.figshare.28208015.v1
title: RSIF Bicycle Riding Data

description: The real-world IoT data from the RSIF (Road Safety Innovation Fund) bicycle riding project. It comprises the sensor data of bicycles following specific routes in Melbourne
DOI: 10.17632/n4kzj3d2g7
title: Data for: Wood density of trees in ecotone forests of the northern Brazilian Amazon

description: This Dataset presents the basic wood density values (here considered to be similar to the wood specific gravity) of tree species that occur in ecotone forests in the northern Brazilian Amazonia. The basic wood density was obtained sampling tree species observed in 129 plots (50 m x 10 m). All the plots were dispersed on PPBio (Biodiversity Research Program) 25-km2 research grid installed in the eastern sector of Maracá Island, which is part of the Maracá Ecological Station, a Brazilian protected area located in the state of Roraima. The fieldwork was carried out between 2018-2019, where 680 stems (38 families, 79 genera, 108 species) were sampled using diameter at the breast high as sampling reference. We use a tree increment borer (Haglof, 150 mm length and 5.15 mm in diameter) to collect the samples. The data set is presented in one file (data_base_WD.xlsx) containing the sampling date, identification (plotID), geographic location of the plots (lat / long WGS 84), stem diameter (cm), taxonomic (family and species) and laboratory data (wood density - g cm-3, bark density - g cm-3 and width bark - mm). This dataset was supported by project “Crescimento e mortalidade de árvores em florestas ecotonais de Roraima: efeito das condicionantes ambientais e da variabilidade climática” (Proc. CNPq n. 403591/2016-3). H.L.S.F. and W.R.S. were supported by postgraduate fellowships from PELD Program (CNPq/CAPES/FAPs/BC-Fundo Newton; Proc. n. 441575/2016-1). The Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq - Brazil) also provided a fellowship for R.I.B. (Proc. CNPq 304204/2015-3).
DOI: 10.17632/vfv84r97jw
title: Small Medium Enterprises Research Data (1998-2020)

description: The Small Medium Enterprises in Indonesia research and publication dataset, which was indexed by Scopus from 1998 to 2020. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.12416225.v1
title: Supplementary Material for: Low Back Pain and Sacroiliitis on Cross-Sectional Abdominal Imaging for Axial Spondyloarthritis Diagnosis in Inflammatory Bowel Diseases

description: <b><i>Background:</i></b> Joint damage is the most frequent extraintestinal manifestation in inflammatory bowel disease (IBD). <b><i>Aims:</i></b> The aim of the study was to assess the value of low back pain (LBP) associated with sacroiliitis on abdominal imaging for the diagnosis of spondyloarthritis (SpA) in IBD. <b><i>Methods:</i></b> We used a questionnaire assessing rheumatological symptoms for all patients with abdominal computed tomography (CT) and magnetic resonance enterography (MRE). Sacroiliitis was assessed on available CT and MRE. Patients were classified as axial SpA according to the Assessment of SpondyloArthritis International Society criteria. <b><i>Results:</i></b> Fifty-one patients completed the questionnaire and performed both exams. LBP was present in 27 patients (52.9%), and 10 (19.6%) had an inflammatory component. Sacroiliitis was reported in 12 patients (23.5%), and 6 of them suffered from LBP. Among the 20 patients referred to the rheumatologist, 11 patients suffered from LBP. One patient was HLA-B27 positive and presented sacroiliitis. For the last 10 patients, none of them had a sacroiliitis, and 2 patients were negative for HLA-B27. <b><i>Conclusion:</i></b> An axial SpA has been diagnosed in 11.8% of IBD patients undergoing cross-sectional imaging, whereas one-fifth had inflammatory LBP, and sacroiliitis was observed in one-quarter of them. To optimize the diagnosis of axial SpA, HLA-B27 testing might be required for patients with both IBD and LBP, but this will require further investigation before its implementation in routine practice.
DOI: 10.6084/m9.figshare.13241483.v1
title: Damselflies eggs development

description: Data on I. elegans damselfly eggs developmental time under different predator cues.<br>
DOI: 10.6084/m9.figshare.14413001.v1
title: Data Hepatitis C continuum of care

description: This is the raw data for research entitled "Hepatitis C continuum of care: an experience of integrative hepatitis C treatment within Human Immunodeficiency Virus clinic in Indonesia".
DOI: 10.6084/m9.figshare.18092945.v1
title: Data files.xlsx

description: <b><i>Effect of Nutritional Clostridium Butyricum MIYAIRI 588 on Clostridioides Difficile Infection in Critically Ill Patients</i></b>
DOI: 10.6084/m9.figshare.21077209.v1
title: Influence of pressure on VIP concentration within the chick choroid

description: Abstract <strong>Purpose</strong>: Regulation of intraocular pressure (IOP) is important for ocular integrity and health. A recent study presented vasoactive intestinal peptide (VIP) as potential IOP coregulator. The aim of this study was to investigate VIP levels under increased pressure in an avian model. <strong>Methods</strong>: Forty whole choroid explants were prepared using chicken eyes. Twenty choroids were exposed to increased pressure using a PC-controlled, open pressurized chamber system. Ten choroids were exposed to 40 mmHg for 24 and for 72 hours respectively. VIP concentration was analyzed by ELISA and total protein concentration was measured by BCA assay. Statistical analysis was done using unpaired two-tailed <em>t</em>-test. <strong>Results</strong>: (I) Overall choroidal VIP (chr-VIP) concentration was significantly increased at 40 mmHg compared to controls (30.10 ± 7.2 pg vs 20.70 ± 3.2 pg; p&lt;0.0001). (II) Subgroup analysis yielded a significantly increased chr-VIP level at 40 mmHg after 24 h (28.42 ± 6.0 pg vs 20.76 ± 4.0 pg; p = 0.002) and 72 h (31.77 ± 7.8 pg vs 20.61 ± 2.1 pg; p = 0.005). (III) Chr-VIP elevation at higher atmospheric pressure ranged between 1.37 (24 h) and 1.54-fold (72h). <strong>Conclusions</strong>: Increased chr-VIP concentration argues for a decreased chr-VIP release. Considering the strong vasodilative properties of VIP, this data suggests a potential link of IOP and blood flow via VIP.
DOI: 10.6084/m9.figshare.28091774.v1
title: 2010.csv

description: bilateral migraiton flow data between 194 countries in 2010-2015, extract from https://figshare.com/collections/Bilateral_international_migration_flow_estimates_for_200_countries/4470464
DOI: 10.17632/6fw49x7m2f
title: Supplemental material, JAAD, IH in preterm, Bradley et al

description: Supplemental material
DOI: 10.6084/m9.figshare.19609356.v1
title: The code of ‘Projecting 1 km-grid population distributions from 2020 to 2100 globally under shared socioeconomic pathways’

description: Code Example of manuscript 'Projecting 1 km-grid population distributions from 2020 to 2100 globally under shared socioeconomic pathways '. This study is based on ArcGIS and python, so many operations are performed using ArcGIS, so this code is incomplete. Also there will be some bugs and inappropriate edits in the code that are worth correcting.
DOI: 10.6084/m9.figshare.20344044.v1
title: National Restoration Analysis Results

description: The file "NationalRestorationAnalysisHexbins" represents the output data file from WWF-Canada's assessment of the relative priority of restoring converted landscapes based on potential to store carbon over the long term, as well as enhance biodiversity through habitat provisioning. <br> The results are represented at the 100km^2 hexbins with the following fields. T_Carbon_P = Estimated net potential of converted lands in the hexbin to store carbon following complete restoration B_Carbon_P = Estimated net potential of converted lands in the hexbin to store carbon in biomass following complete restoration S_Carbon_P = Estimated net potential of converted lands in the hexbin to store carbon in soil following complete restoration E_STARr_P = Cumulative STARr metric calculated for all endangered taxa in the hexbin* T_STARr_P = Cumulative STARr metric calcualted for all taxa in the hexbin* LC_Wetland = Estimated area of converted lands in the hexbin which would natural support wetland habitat in km^2 LC_Forest = Estimated area of converted lands in the hexbin which would natural support forest habitat in km^2 LC_Grassla = Estimated area of converted lands in the hexbin which would natural support grassland habitat in km^2 LC_Shrubla = Estimated area of converted lands in the hexbin which would natural support shrubland habitat in km^2 LC_Lichen = Estimated area of converted lands in the hexbin which would natural support exposed lichen habitat in km^2 LC_Barren = Estimated area of converted lands in the hexbin which would natural support exposed barren habitat in km^2 Hexbin_are = Total area of hexbin in km^2 Human_area = Total area of hexbin represented by converted lands in km^2 Human_Prop = Portion of hexbin area represented by converted lands ROOT_5Mha = Output selection frequency of ROOT optimizer for an area-based restoration target of 5 million ha (50,000 km^2) , higher numbers indicating greater agreement ROOT_10Mha = Output selection frequency of ROOT optimizer for an area-based restoration target of 10 million ha (100,000 km^2) , higher numbers indicating greater agreement ROOT_15Mha = Output selection frequency of ROOT optimizer for an area-based restoration target of 15 million ha (150,000 km^2) , higher numbers indicating greater agreement <br> *for description of STARr metric see: Mair, L., Bennun, L.A., Brooks, T.M. et al. A metric for spatially explicit contributions to science-based species targets. Nat Ecol Evol 5, 836–844 (2021). https://doi.org/10.1038/s41559-021-01432-0
DOI: 10.6084/m9.figshare.5277655.v1
title: PISA_2012

description: Test and questionnaire results of about half million student in 66 countries. The main dataset is ~500,000 rows by ~700 columns dataframe with mixed datatype.
DOI: 10.6084/m9.figshare.5656054.v1
title: Universities' final replies

description: Official email replies from the universities giving the requested data.
DOI: 10.17632/gjxzg7b4w4
title: Replication_Paper Tiger? Chinese Science and Home Bias in Citations

description: This is the replication package for Qiu, Shumin, Claudia Steinwender and Pierre Azoulay, “Paper Tiger? Chinese Science and Home Bias in Citations”, Journal of International Economics.
DOI: 10.6084/m9.figshare.14035442.v1
title: Supplementary Material for: BUB1B Overexpression Is an Independent Prognostic Marker and Associated with CD44, p53, and PD-L1 in Renal Cell Carcinoma

description: <b><i>Introduction:</i></b> BUB1 mitotic checkpoint serine/threonine kinase B encoded by <i>BUB1B</i> gene is a member of the spindle assembly checkpoint family. Several reports have demonstrated that overexpression of BUB1B is associated with cancer progression and prognosis. <b><i>Objective:</i></b> This study aims to clarify the expression and function of BUB1B in renal cell carcinoma (RCC). <b><i>Methods:</i></b> The expression of BUB1B was determined using immunohistochemistry and bioinformatics analysis in RCC. The effects of BUB1B knockdown on cell growth and invasion were evaluated. We analyzed the interaction between BUB1B, cancer stem cell markers, p53, and PD-L1 in RCC. <b><i>Results:</i></b> In 121 cases of RCC, immunohistochemistry showed that 30 (25%) of the RCC cases were positive for BUB1B. High BUB1B expression was significantly correlated with high nuclear grade, T stage, and M stage. A Kaplan-Meier analysis showed that the high expression of BUB1B was associated with poor overall survival after nephrectomy. High BUB1B expression was associated with CD44, p53, and PD-L1 in RCC. Knockdown of BUB1B suppressed cell growth and invasion in RCC cell lines. Knockdown of BUB1B also suppressed the expression of CD44 and increased the expression of phospho-p53 (Ser15). In silico analysis showed that BUB1B was associated with inflamed CD8+, exhausted T-cell signature, IFN-γ signature, and the response to nivolumab. <b><i>Conclusion:</i></b> These results suggest that BUB1B plays an oncogenic role and may be a promising predictive biomarker for survival in RCC.
DOI: 10.6084/m9.figshare.14822256.v9
title: Datasets on South Korean manufacturing factories’ electricity consumption and demand response participation

description: This study describes the release of electricity consumption data of some manufacturing factories located in South Korea that participate in the demand response (DR) market. The data (in kilowatt) comprise individual factories’ total power usage details that were acquired using advanced metering infrastructures. They further contain details on the manufacture types, DR participation dates, mandatory reduction capacities, and response capacities of the factories. For data acquisition, 10 manufacturing companies are representatively selected according to the process regularity and company size standard of this study. Entire datasets are newly collected and available at one-minute intervals for a period of 7 months from 1 March to 30 September 2019. These datasets can be used in a variety of ways to contribute to the functioning of power systems and markets, including the conduction of industrial load characteristic analysis for load flexibility, estimation of demand-side considerations for virtual power plant design, and determination of energy markets and incentives to achieve carbon neutrality targets at the national level.
DOI: 10.6084/m9.figshare.22128842.v2
title: IRIS

description: Data associated with manuscript published in Communications Biology
DOI: 10.6084/m9.figshare.23556216.v1
title: The Impact of L2 English on Choice Perception, Interpretation and Preference for L1 Arabic Speakers

description: This article compares risk tolerance of native Arabic speakers under two language contexts: their first language (L1 Arabic) and their foreign language (L2 English). We aim to evaluate if <em>thinking in a foreign language</em> actually reduces the negative effects cognitive biases, such as loss aversion and mental accounting, on financial decision making. Towards this aim, we conducted two experiments in which the risk tolerance levels of 144 participants was evaluated across four different types of decision-making problems: the Asian disease problem, the financial crisis problem, the discount problem, and the ticket/money lost problem. In Study 1, we adopted Keysar et al.'s (2012) experiment to test the effect of L2 on framing effects associated with loss aversion, and in Study 2, we adopted Costa et al.'s (2014) experiment to test the effect of L2 on framing effects associated with mental accounting biases. We found that individuals were risk-averse for gains and risk-seeking for losses when presented with choices in their L1 but were almost unaffected by framing manipulation under L2 condition. When it came to mental accounting, however, framing effects were nearly absent in both L1 and L2 conditions. In our investigation, we examined various potential factors that could explain the foreign language effect on decision-making. The primary factor that appears to account for this linguistic phenomenon is the heightened cognitive and emotional distance experienced when using an L2.
DOI: 10.6084/m9.figshare.25878586.v1
title: Social pain empathy

description: fMRI data used to train and validate the PSSE, PSSS, PSSEaS and PSSEvS.
DOI: 10.6084/m9.figshare.27193743.v1
title: STAD.zip

description: This folder includes the CCK8 function experiment of STAD (Gastric cancer) and transwell experiment in Figure7.Click on STAD cck8 folder, which contains the experimental data of DAY0-DAY4 for 5 days respectively. A Summary table named Summary diagram of DAY0-DAY4. A statistical analysis diagram uploaded in PNG format after processing by graphpad prism software was named Summary diagram of DAY0-DAY4 calculation diagram. A copy of cck8 results in pdf format.Click on STAD transwell folder and there are two folders named invation and migration respectively. For invation folder, there are three folders named NC,si HKDC1-1 and si HKDC1-2. Among these three folders, Corresponding to negative control, the first sequence of HKDC1 gene and the second sequence of HKDC1 gene are lowered, and the corresponding number of cells passing through the transwell chamber is clicked in these three folders. And upload a Count summary chart, named Count summary chart excell table, and upload the statistical analysis chart in PNG format after processing by graphpad prism software. Call it Count and summarize the results. Similarly, the migration folder is consistent with the above.Finally, according to the requirements of the editor, the content is changed to English format.