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Rare earth element (REE) and trace element composition of the sediment samples. Element concentrations are provided in ppm.
Data Types:
  • Tabular Data
  • Dataset
The dataset contains the data collected in a user study carried out to evaluate the impact of using domain knowledge, ontologies, in the creation of global post-hoc explanations of black-box models. The research hypothesis was that the use of ontologies could enhance the understandability of explanations by humans. To validate this research hypothesis we ran a user study where participants were asked to carry out several tasks. In each task, the answers, time of response, and user understandability and confidence were collected and measured. The data analysis revealed that the use of ontologies do enhance the understandability of explanations of black-box models by human users, in particular, in the form of decision trees explaining artificial neural networks.
Data Types:
  • Software/Code
  • Tabular Data
  • Dataset
  • Text
Measures of a Spanish sample of working and non-working adults with mental illness. Including variables such as perceived personal and group discrimination, internalized stigma, disagnosis concealment, and self-esteem.
Data Types:
  • Software/Code
  • Dataset
This is the original data of our research about economic policy uncertainty and stock liquidity from China. Our data come from two main sources, that is CSMAR and Wind database. The sample consists of the A-share listed companies from 2004 to 2017 in both Shanghai and Shenzhen Stock Exchange. We then filter the sample by: (1) delete the sample of financial and insurance industry; (2) remove the sample of abnormal companies such as special treated firms and particular transfer firms; (3) delete samples with asset-liability ratio greater than 1 and other variables with missing values; (4) winsorise the continuous variables at the 1st and 99th percentiles in order to eliminate potential outlier effects. The final sample consists of 97,729 firms.
Data Types:
  • Software/Code
  • Dataset
GIS data associated with Neugarten RA et al. 2020. Trends in protected area representation of biodiversity and ecosystem services in five tropical countries. Ecosystem Services 42:101078. Includes data from Cambodia, Guyana, Liberia, Madagascar, and Suriname Datasets included: country boundaries, protected areas in 2003 and 2017, biodiversity priority areas, forest cover in 2003 and 2015, forest carbon stocks, non-timber forest products, and freshwater ecosystem services
Data Types:
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  • Tabular Data
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  • Document
In the current data article, we present detailed characteristics of voids in carbon/epoxy composite laminates as well as the original image stacks, obtained via X-ray micro-Computed Tomography (micro-CT) . Five different lay-ups are produced with altering the recommended cure cycle in order to intentionally induce voids in the material. For each lay-up, an image stack (consisting of tomographic slices) and a dataset are provided. The image slices are in 8-bit TIF format. The datasets (spreadsheets) include the volume, size parameters, shape parameters, orientation, and location of all the detected voids in the specimen. The segmentation of the images and quantification of voids are performed in VoxTex, an in-house software for processing of micro-CT results. The data is linked to a Data in Brief article "Mehdikhani et al., A dataset of voids’ characteristics in multidirectional carbon fiber/epoxy composite laminates, obtained using X-ray micro-computed tomography, DIB 27 (2019) 104686" and linked to the article "Mehdikhani et al. Detailed characterization of voids in multidirectional carbon fiber/epoxy composite laminates using X-ray micro-computed tomography. Comp Part A 125 (2019) 105532".
Data Types:
  • Dataset
  • File Set
The dataset provides a chaos game representation (CGR) of SARS-CoV-2 virus nucleotide sequences. The dataset is composed of 100 virus instances of SARS-CoV-2. In addition, the dataset also provides a CGR representation of 11540 viruses from the Virus-Host DB dataset and the other three Riboviria viruses from NCBI.
Data Types:
  • Software/Code
  • Tabular Data
  • Dataset
  • Text
  • File Set
Data provide a basis for identifying key determinants of a company's outperformance in the long run. Among them are: the company's growth strategy, focus on sustainable sources of growth, long-terminism and the level of geographical and product diversification
Data Types:
  • Tabular Data
  • Dataset
Raw data set for all the detrital zircon U-Pb data of the Xiashu loess reported in this study.
Data Types:
  • Tabular Data
  • Dataset
Дивидендные выплаты российских компаний и необходимые данные для построения модели. Часть
Data Types:
  • Tabular Data
  • Dataset
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