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Tips For Building A Query Service Using The New Global Similarity Graph Document Embeddings

Given all of the interest and questions we've heard about how to build production-scale query services using the new Global…

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Using The GSG Document Embeddings To Visualize Story Clusters Using Gephi

How might we visualize the narrative clusters of a given topic using the new Global Similarity Graph Document Embeddings dataset? Let's…

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Unescaping Article Titles In The GKG 2.0

Since September 2019 the GKG 2.0 has included the title of each article in a "<PAGE_TITLE></PAGE_TITLE>" block in the "Extras"…

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Using GSG TV News Embeddings For Multimodal Search: Search A Decade Of TV News Using An Online News Article

Earlier today we demonstrated how to use our new GSG TV News Embeddings to semantically search television news for references…

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Fact Checking Television: Using Universal Sentence Encoder Embeddings To Scan News For Fact Check Claims At Scale

Earlier today we unveiled the Global Similarity Graph Television News Sentence Embeddings, a massive new dataset of 189 million sentence-level…

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Announcing The Global Similarity Graph Television News Sentence Embeddings Using The Universal Sentence Encoder

Today we are tremendously excited to announce the debut of the Global Similarity Graph Television News Sentence Embeddings, a realtime…

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Announcing The Global Similarity Graph Document Embeddings Using The Universal Sentence Encoder

Today we are tremendously excited to announce the debut of the Global Similarity Graph Document Embeddings, a realtime database of…

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Mapping The Media: A Geographic Lookup Of GDELT's Sources 2015-2021

Three years ago we showed how a single SQL query in BigQuery could process the entire GKG 2.0 and compile…

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Global Similarity Graph: Visualizing Language Overlap

Using the new Global Similarity Graph, a single SQL query can visualize language overlap using BigQuery + Gephi. Note that since…

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Global Similarity Graph: Visualizing How Similar News Websites Are

Using the new Global Similarity Graph, a single SQL query can visualize story overlap between news outlets using BigQuery + Gephi….

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Global Similarity Graph: Finding "Articles Like This"

Using the new Global Similarity Graph, it is trivial to find articles similar to a given URL. Using the BigQuery…

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Announcing The Global Similarity Graph

We are tremendously excited to announce today the debut of the GDELT Global Similarity Graph (GSG), which computes the pairwise…

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Identifying Breaking News Stories Across The World With Google’s Timeseries Insights API

GDELT today encompasses more than 8.4 trillion datapoints spanning global events and narratives in 152 languages across text, television, radio…

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Global Embedded Metadata Graph (GEMG) Reaches 550GB Of JSON-LD

For those interested in exploring how Schema.org and JSON-LD are being used across the world's news websites, the Global Embedded…

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Excluding Advertisements From VGEG Video AI Analysis Of Television News

Last April we showed how to analyze top visual trends by day across television news using the Visual Global Entity…

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Announcing The Global Numeric Graph

We are tremendously excited to announce today the debut of the GDELT Global Numeric Graph (GNG), which compiles appearances of…

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A TF-IDF Chronology Of The Global Geographic Graph Of The Top Terms Associated With Italy Jan-Apr 2020

How might we apply a TF-IDF analysis to the contextual field of the Global Geographic Graph of English language online…

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The Nuanced Networking Complexities Of Building Global-Scale Infrastructure

One of the greatest complexities in building global-scale geographically distributed systems that move vast amounts of data around the world…

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Visualizing The Global Covid-19 "Infodemic": Using Maps, Charts And Timelines To Visualize The Global Media Narrative

Through the Media-Data Research Consortium (M-DRC)'s Google Cloud COVID-19 Research Grant “Quantifying the COVID-19 Public Health Media Narrative Through TV…

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Updated Dr.'s Chronology From Television News OCR: 2020-2021

We've updated our chronology of Dr.'s from the onscreen OCR'd text of television news that we first released early last year. The latest…

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Using The Global Quotation Graph To Track Public Statements About Mis/Disinformation

How might we use the Global Quotation Graph to track global public commentary about mis/disinformation? In short, to compile a list…

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Research At Archives Scale: How The Cloud Makes Petascale Analysis Trivial

It is remarkable that in an era in which petabytes have become commoditized, petascale analyses still drive fear into the…

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Trump's Tweets Capture Media Attention Again In Aftermath Of Capitol Storming

How often are Trump's tweets embedded or linked to in worldwide online news coverage? The timeline below shows the total number…

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A Behind-The-Scenes Look At Our Petascale Video Processing Architecture For Cloud Video AI-Powered Annotation

How do we process all of the video we analyze each day through Google's Cloud Video API? What does a…