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The most serious data quality issues appear to be: inaccuracies in crash location and time, difficulties in data linkage (e.g. with traffic data) due to inconsistencies in databases, severity misclassification, inaccuracies and incompleteness of involved users' demographics and inaccurate identification of crash contributory factors.
Albeit, the fine is only £500,000 because the loss of customer data occurred when the UK's prior privacy regime was in force — rather than the tough new data protection law, brought in via the EU's GDPR, which allows for maximum penalties of as much as 4% of a company's global turnover for the most serious data failures.
Larger fines of up to £17M (€20M) or 4 percentt of global turnover will be allowed under the new rules — which the government says will enable the ICO to "respond in a proportionate manner to the most serious data breaches".
Greater sanctions are at least incoming — under the EU's GDPR regime which will apply from May 25, raising the maximum fine for the most serious data protection violations to up to 4% of a company's global turnover (or €20M, whichever is greater).
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We felt that the most serious problem was data imputed between the last observed data and death.
The knowledgeable amongst us reference Big Data at least once a week...and the really savvy at least once a day...and the incredibly shrewd at least once a meeting...while the most serious invoke Big Data no matter the topic of discussion.
The most serious work cycle of data packet dropout is taken as a constraint feature subset.
Among the most serious are plagiarism and data fabrication or falsification, although fortunately these still seem to be relatively rare.
We felt that the most serious threat to validity was data imputed incorrectly between the last observed value and death.
By aligning and averaging individual subframes from these movies, the authors were able to overcome the effects of beam-induced specimen movement, which has been the most serious limitation in high-resolution data acquisition by cryo-EM until now.
The uncertainties in the description of the reservoir oil composition data are the most serious issues for studying the thermodynamic phase behavior of the reservoir fluid.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com