Overcoming the limitations of topic models with a semi-supervised approach
In this post, I’ll show how to overcome some of challenges that arise with topic modeling with what’s known as a “semi-supervised” approach.
Numbers, Facts and Trends Shaping Your World
Publications
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Share of U.S. adults using social media, including Facebook, is mostly unchanged since 2018
The steady growth in adoption that social platforms have experienced in the U.S. over the past decade also appears to be slowing.
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Se extiende la idea a nivel global de que los inmigrantes fortalecen el país y no son una carga
La mayoría de la población de algunos de los países que reciben más inmigrantes afirman que estos fortalecen sus países, según un nuevo informe del Pew Research Center que recoge datos de los 18 países que acogen a más de la mitad de la población inmigrante del mundo.
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In tutto il mondo, un numero maggiore di persone ritiene che gli immigrati siano un punto di forza piuttosto che un fardello
In alcuni dei paesi che accolgono il maggior numero di migranti, la maggioranza ritiene che gli immigrati rendano più forte il loro paese, secondo un nuovo rapporto del Pew Research Center basato su dati raccolti in 18 paesi che ospitano più della metà della popolazione di migranti al mondo.
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Dans le monde, les immigrés sont davantage considérés comme une force que comme un poids
La majorité des personnes interrogées dans certaines des destinations privilégiées par les migrants internationaux affirment que les immigrés rendent leur pays plus fort, selon un nouveau rapport du Pew Research Center qui s’appuie sur les données des 18 pays qui abritent plus de la moitié de la population migrante mondiale.
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Weltweit sagen mehr Menschen, Zuwanderer leisten einen positiven Beitrag und sind keine Last
Mehrheiten in manchen der Hauptzielländer von internationalen Migranten sagen laut einem neuen Bericht des Pew Research Center auf der Grundlage von Daten aus 18 Ländern, die mehr als die Hälfte aller Migranten weltweit aufgenommen haben, dass Zuwanderer einen positiven Beitrag für ihr Land leisten und keine Last darstellen.
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Key findings on Americans’ views of race in 2019
Many Americans say the country hasn’t gone far enough in giving black people equal rights with whites. Most believe slavery continues to impact black people’s status.
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Race in America 2019
Most Americans (65%) – including majorities across racial and ethnic groups – say it has become more common for people to express racist or racially insensitive views since Trump was elected president.
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A majority of U.S. colleges admit most students who apply
The few dozen schools with ultra-low admission rates may dominate the discussion, but most colleges and universities admit most who apply to them.
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How Americans see automation and the workplace in 7 charts
Most Americans anticipate widespread job automation in the future, and they generally foresee more negative than positive effects from these advances.
