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Assessing Planetary-Scale Emotion In The News: GCAM & Web NGrams

Ever since Culturomics 2.0 demonstrated the predictive power of global-scale sentiment analysis in understanding global risk and launched the modern…

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Custom Document-Level GCAM-Like Sentiment Analysis Over The News Using Web NGrams 3.0

Most traditional sentiment analysis systems use a "bag of words" approach to assessing the emotional undercurrents of texts, stripping away…

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A Selection Of Sentiment Analysis Graphs From GCAM Of @realDonaldTrump

GDELT's Global Knowledge Graph (GKG) computes thousands of emotional scores for every article it monitors as part of its Global…

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Extended Moral Foundation Dictionary (eMFD) Added To GCAM!

We're excited to announce today that the Extended Moral Foundation Dictionary (eMFD) is now available in GCAM as of today!…

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Central Bank Financial Stability Report Sentiment Dictionary Available in GCAM

Ricardo Correa, Keshav Garud, Juan-Miguel Londono-Yarce and Nathan Mislang published an IFDP working paper earlier this year titled "Sentiment in…

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GCAM Reaches 40 Dictionaries

We're excited to announce that with the most recent flurry of new dictionaries added over this past week, GCAM now…

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Detry, Lopo & Hogenraad Portuguese Emotion & Pro-Social Available in GCAM

We're excited that Brigitte Detry, Teresa Lopo and Robert Hogenraad's Portuguese dictionary of affective values is now available in GCAM….

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Hogenraad & Orianne's French Imagery Dictionary Available In GCAM

We're excited to announce that the French Imagery Dictionary by Robert Hogenraad and Etienne Orianne is now available in GCAM. The…

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Martindale's Temperament/Elements Available In GCAM

We're excited that Martindale & Martindale's Temperaments/Elements Dictionary is now available in GCAM! This dictionary draws from Bachelard and Greek theory…

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Hogenraad's Motive Dictionary Available in GCAM

We're excited to announce that Robert Hogenraad's Motive Dictionary is now available in GCAM!  It is available in English, French, and…

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Heise's Semantic Differential Values Available in GCAM

Heise's Semantic Differential values are now available in GCAM!  Published in 1965, these values draw from earlier work by Charles Osgood,…

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Hogenraad's TIME Dictionary Available GCAM

Time plays a critical role in how we reason about the world and define events and narratives. Historically most content…

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Moral Foundations Dictionary Now Available In GCAM

The Moral Foundations Dictionary by Jesse Graham and Jonathan Haidt is now available in GCAM. It scores each article along…

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VADER Sentiment Lexicon Now Available in GCAM

The VADER (Valence Aware Dictionary and sEntiment Reasoner) Sentiment Lexicon is now available in GCAM. Unlike the base and NLTK…

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ML-SENTICON's 5 Language Editions Now Available in GCAM

Over the last few weeks we've added the Spanish adaptation of ANEW and Hedonometer's Arabic, Chinese, French, German, Hindi, Indonesian, Korean, Pashto, Portuguese, Russian,…

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Hedonometer's 12 Language Editions Now Available in GCAM

Just last week we announced the availability of the Spanish adaptation of ANEW in GCAM, marking our first foray into scoring the…

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Spanish Edition of ANEW Now Available in GCAM

We're tremendously excited to announce our first foray into scoring the emotional undercurrents of the non-English world.  While it might…

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Affective Norms for English Words (ANEW) Now Available in GCAM

We are excited to announce that the Affective Norms for English Words (ANEW) dimensions are now available in GCAM!  Produced…

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Introducing the Global Content Analysis Measures (GCAM)

Today we mark a truly transformative moment in the history of GDELT. From its public debut a year and a…

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Tracing Global Media Tone & Anxiety Towards China & Ukraine 2020-Present

Using the GKG, what might we be able to learn about global media tone towards China and Ukraine? Let's first…

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A Look Back: 2014 Knight Blog: Our Global Dreams And Fears: News As Emotion

In 2014 Kalev wrote a thought piece for the Knight Foundation's blog on the power of measuring the emotional undercurrents…

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Using GDELT's Vast Emotional Archives To Forecast Economic Risk

Earlier this month we reported that media coverage and search interest in inflation were decreasing, suggesting suggesting a public that…

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Web NGrams 3.0 Tutorials Roundup

Over the past month we've created a series of tutorials showcasing how GDELT's massive new Web News NGrams 3.0 dataset…

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Experiments With Machine Translation: Rare Words & Uncommon Topics

When GDELT Translingual first debuted in February 2015, we ensured that its models were able to translate every word in…