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A Global Protest Country Co-Occurrence Graph Through One Billion News Articles

What would it look like to take just over one billion worldwide news articles in 65 languages and visualize the…

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Mapping The Global Geographic Network Of Countries Mentioned In Refugee Coverage

In 2015 we created a network visualization of the countries mentioned most commonly together in news coverage about the refugee…

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Using Google's Cloud Inference API To Explore The Natural Language API’s Annotations Of 100 Million News Articles

Last month we unveiled the Global Entity Graph (GEG), a massive dataset of more than 11 billion entity annotations over…

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Assessing 'Ourside' Language And In-Group/Out-Group Dynamics In Television News Using Ngrams

Earlier this year we released an ngrams dataset consisting of unigrams and bigrams for a dozen television news stations dating…

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GEG: Comparing Classical Bag-Of-Word And Neural Sentiment Algorithms

UPDATE (1/21/2020): The GEG neural sentiment scores are now integrated into the core GEG dataset instead of a separate dataset….

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Visualizing The Entity Graph Of The New 5.5-Million Protest Images Annotations Dataset

Yesterday we released a massive 5.5-million image global protest images dataset, extracted from the Visual Global Knowledge Graph (VGKG). Among…

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GKG Person Name Histogram 2015-2019

Among the myriad metadata fields computed by the Global Knowledge Graph (GKG) is a list of all person names found…

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VGKG: A Massive New 5.5 Million Global Protest Image Annotations Dataset From Worldwide News

Since its launch in December 2015, the Visual Global Knowledge Graph (VGKG) has cataloged more than half a billion worldwide…

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Mapping Global Inequality Circa 2015

In 2015 we mapped global mentions of "inequality" across the world to trace how the topic was being internalized and…

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Analyzing And Managing A Planetary Scale Dataset

How exactly does one manage and analyze a dataset that last July totaled more than 3.2 trillion datapoints whose Global…

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Visualizing The Web Entity Graph Produced By AI Watching A Week Of Television News

Earlier this year we used Google's Cloud Video, Cloud Vision, Cloud Speech to Text and Cloud Natural Language APIs to…

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A Series Of Visualizations Of The New 3.8-Billion-Edge Image Entity Graph

With the release of the massive new 3.8-billion-edge Web Entities graph encoding the co-occurrences of entity annotations generated by Google's…

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Visualizing The Top 10K-Edge Subgraph Of The 3.8-Billion-Edge Image Entity Graph

Similar to the subgraph of the top 1,500 strongest edges we created earlier today, here is the same graph constructed…

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Visualizing The Top 1500-Edge Subgraph Of The 3.8-Billion-Edge Image Entity Graph

Earlier today we demonstrated how the new 3.8-billion-edge co-occurrence entity graph can be used for visualizing the local subgraph around entities…

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Visualizing The Subgraphs Of A 3.8-Billion-Edge Entity Graph Of Half A Billion Global News Images

The massive new 3.8-billion-edge co-occurrence entity graph we released earlier today can answer myriad questions about how the world's imagery…

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A 3.8-Billion-Edge Entity Graph From Half A Billion Global News Images 2017-2019

Last week we released a massive new dataset of the 22.5 million distinct Web Entities identified by Google Cloud Vision…

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VGKG: Master Ranked List Of 16,500 Visual Labels From Half A Billion Global News Images 2017-2019

The more than 19 million Web Entities identified by Google Cloud Vision API's "Web Detection" capability from the half billion…

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VGKG: Master Ranked List Of 22.5 Million Web Entities From Half A Billion Global News Images 2017-2019

GDELT's Visual Global Knowledge Graph (VGKG) added the output of Google Cloud Vision API's "Web Detection" capability on March 13, 2017,…

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A Global Cooccurrence Network Of Cities 2015-2019

In 2016 we visualized a year of the co-occurrence geography of the world's cities using a single line of SQL…

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Announcing The Global Entity Graph’s (GEG) G1 Baseline Dataset: 8 Billion Entities From 2019

Today we are excited to announce the GDELT Global Entity Graph’s (GEG) second release: the G1 Baseline Dataset, a dataset…

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Announcing The Global Entity Graph (GEG) Neural Sentiment Dataset

UPDATE (1/21/2020): The GEG neural sentiment scores are now integrated into the core GEG dataset instead of a separate dataset….

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Announcing The Global Entity Graph (GEG) And A New 11 Billion Entity Dataset

Today we are tremendously excited to unveil the GDELT Global Entity Graph (GEG) and its inaugural release GEG-GCNLAPI, a dataset…

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Announcing The Web News Ngram Datasets (WEB-NGRAM)

Today we are incredibly excited to announce the debut of the new Web News Ngram Datasets (WEB-NGRAM), offering one-word (1gram/unigram)…

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A New Daily Dataset For Misinformation Research: Social Media In The News Worldwide

Earlier this week we unveiled a massive new dataset of more than 35.6 million citations in worldwide online news coverage…