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The Rutgers University Global Snow Lab, which provides daily snow cover updates for researchers and forecasters using a data feed from the Ice Center, posted a notice on its Web site that its reports were incomplete throughout the outage.
This data could be collected manually, or obtained using a data feed from an API of some sort.
You can imagine that, for example, using a data feed, such as for whether a stock price hit a certain price, the job of an Oracle can become even more efficient, handled programmatically, and realistic for millions of financial transactions.
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Unfortunately, any algorithm that uses analysis of a data feed to then present other content will provide content that matches the idea set that a user has already seen.
Instead, sentiment analysis with an inverted index was used as a UDF in AsterixDB, and a data feed was used for loading of tweets.
The same process generates a data feed used to update the actual name resolver tables and to flag resources that require "proxying" and other types of authorization-related maintenance.
To come up with its analyst rankings, StarMine uses a massive data feed of the forecasts and opinions of thousands of security analysts aggregated by Thomson Financial, a leading financial data vendor.
Then, data structures for tweets and a data feed (if used for tweet loading) are created (A2).
AsterixDB has 1.5× throughput in comparison to Spark + Cassandra (Fig. 8), when a data feed was used for loading of tweets.
Using global production data, feed use trends, and human consumption patterns, we show how combined actions of fisheries reform, reduced feed use by non-carnivorous aquaculture and agricultural species, and greater consistent inclusion of fish by-products in China-based production can circumvent forage fish limits by mid-century.
Now before I dive into self praise, some context: After the first debate, we did a small experiment based on a random sampling of social media posts using labelled data feeds, a CNN (convolutional neural network; a feed-forward artificial neural network), a Bayesian methods-based network and a variant of word2vec-like algo.
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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