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Here, we study these processes using a dataset that contains several years of mobile phone activity from Rwanda's monopoly operator.
For example, the Google-hosted algorithms could be trained to sort e-mails into categories for "complaints" and "praise" using a dataset that provides many examples of both kinds.
However, if the models are trained using a dataset that contains a limited range of values, they may perform poorly when encountering events containing previously unobserved values.
Our empirical results using a dataset that is primarily based on a survey that we designed show that inside bank premiums are economically significant with an average of 68 71 basis points for short-term loans.
Using a dataset that covers all 426 Hessian municipalities over the period 1989 2011, we document with a difference-in-discontinuities design that municipalities where the electoral competitiveness of smaller parties improved more after the reform saw a larger reduction in their council size.
In our analysis we are using a dataset that consist of more than 100 million publicly shared geotagged photographs took during a period of 10 years.
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Specifically, we use a dataset that tracks IRS acquisition of financial filings or forms hosted by the SEC's EDGAR servers.
Use a dataset that is too small and the network can settle into a state that fails to recognize the wide variety of patterns that occur in the real world.
We used a dataset that contained eight years of abundance data for four hornet species at 11 sites in Nagoya city.
Sanders/Rivers used a dataset that linked students to teachers over time (rare at that time), and presented a brief set of growth model estimates (though not the kind that eventually made Sanders famous – he and his colleagues now provide the value-added estimates in thousands of districts, including all of states such as Ohio).
We used a dataset that follows the Call Detail Records structure, i.e., a dataset built for billing purposes, from July 27th, until August 10th.
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CEO of Professional Science Editing for Scientists @ prosciediting.com