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As a result, the design of big data analytics needs to consider how to make these tasks (e.g., data clean, data sampling, data compression) work well.
Additional file 1 includes a detailed description of resistance profiles, sequence types and epidemiological data (sampling data, geographical origin and pathology) of all studied isolates.
Their critical appraisal tool allows for the methodological rigour of each empirical study to be assessed through assigning ratings (very poor, poor, fair, good) across nine categories: abstract and title, introduction and aims, method and data, sampling, data analysis, ethics and bias, findings/results, transferability/generalizability, implications and usefulness (Table 1) [ 19].
Ten areas (title and abstract; introduction and aims; method and data; sampling; data analysis; ethics; bias; results; transferability or generalizability; and, implications and usefulness) were awarded grades ranging from one (very poor) to four (good), providing a maximum score of 40.
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A suite of geophysical logs (neutron, density, sonic and resistivity logs) and cutting chip data samples data were applied for determining TOC content of this formation.
Because forest cover data arising from unsupervised satellite imagery classification may be freely available (e.g. Landsat imagery) over the entire survey area (wall-to-wall data) and are likely to be good proxies of manually classified cover data (sample data), they can be adopted as suitable auxiliary information.
The forest cover data arising from unsupervised classification of the satellite imagery available over the whole survey area (wall-to-wall data) are likely to be good proxies of the manually classified cover data (sample data), so that they can be adopted as suitable auxiliary information (e.g. Sannier et al. 2014).
mean and standard deviation of all 360 data samples; mean and standard deviation of each quarter part of the data samples (data samples were divided into four equal-length segments); minimum and maximum values of all data samples.
After completion of data-sampling, data will be checked for logical consistency (e.g., out of reach scores) and then finalised and locked.
Out of 5675 working days sample data, 4180 sample data were incidents free.
Survey design issues discussed include sampling, data linkage, data quality, and the protection of privacy and confidentiality.
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