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Some systematically rank contributors according their posting history.
These suggestions will also be based on the bloggers' interests and posting history, it says.
A diagnosis of depression does not indicate the persistence of a depressive state for every moment of every day, and to conduct analysis using an individual's entire posting history as a single unit of observation is therefore rather specious.
An app embedded in the survey allowed participants to securely log into their Instagram accounts and agree to share their data.2 Upon securing consent, we made a one-time collection of participants' entire Instagram posting history.
If that account is linked to a Facebook or Twitter profile, Filter.ly analyzes posting history and other public data to create a personal relevancy graph.
From the deluded, misogynistic ramblings on YouTube, to the posting history on Reddit and elsewhere, to the near-incoherent "manifesto," every grisly detail would have to be captured.
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The survey, based on job posting histories from 40,000 companies, included the offer of full-time or part-time telecommuting-friendly component to some jobs.
It is possible that a successful predictive model, trained on the entirety of depressed Instagram users' posting histories, might not actually detect depressive signals, per se, but rather purposeful content choices intended to convey a depressive condition.
The original posting: Stories, history and the flow of kindness.
Post-apocalyptic film, post-modern literature, post-historical history, post-Kantian ethics.
Known as the City of Cafes, it's also a great place for a post history lesson surj (Armenian coffee) or freshes (fruit smoothie).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com