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Commodity prices also explain why the yearly inflation data clash with the month-on-month figures.
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Sometimes the pursuit of data clashes with a researcher's own circadian rhythms.
That data clashes a bit with the popular narrative that after the Brexit vote and the Trump win, the result of the Italian referendum is the most recent victory of "eurosceptic populists and nationalist parties" generally backed by an older demographic.
In particular, big data seem to clash with preexisting private data management principles such as consent, purpose limitation, necessity and data minimization, transparency and openness, and individual rights to access, rectify and erase.
They must be transparent about when and how data protection clashes with freedom of expression.
The figures for 2012 produced by the Land Registry clash with other data surveys by the Halifax and Nationwide which both indicated a fall in house prices.
Ex-Conoco Phillips lobbyist Don Duncan compared Trump's energy proposals to those of an "old snake oil salesman", saying: "Trump's energy cures are based on a lot of numbers that clash with energy industry data and scientific studies".
Improvements in data security will from time to time clash with certain companies' interests and, as a result, lead them to make unfounded accusations against their competitors".
That said, whatever additional data partnerships Thingthing is cooking up to power its future services push may, inevitably, clash with a privacy first ethos.
The integration of CLASH data with RNA-sequencing and proteomics should give a clearer indication of the range of miRNA functions and their relationship to miRNA-mRNA interaction patterns.
A clash with police ensued.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com