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Analyzing data carefully and creating analytical frameworks to understand what the data are telling us are critical functions.
There may, however, be a less devious reason for the ECB to hold rates steady: many of the data are telling it not to cut.
But in the short run, it has left the industry inundated with targets and data that may increase the failure rate by leading companies to start trials before they fully understand what the new data are telling them.
"It's clear that the old data and the new data are telling different stories," Murray says.
The data are telling us that consumer spending is continuing to grow without showing any sign of weakness.
"If a researcher is put under investigation after he informed the public about what his data are telling him, scientists will feel intimidated and never take the risk of launching any alarm again".
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It is too early in the study to try to understand what this preliminary data is telling us.
Now there's not yet been a definitive analysis of the Ashley Madison database, but bits and bobs have turned up — and the data is telling.
If other data were telling a different story, I'd be prepared to discount the figure above; but they aren't.
"What the data is telling us is that we're headed in the wrong direction in terms of taking care of our lower-income population," the president of the Colorado Children's Campaign, Megan Ferland, said.
Its key breakthrough was applying the idea of Bayes's theorem – a method of figuring out what data is telling you as it accrues – into the processing of huge amounts of text.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com