Top keywords (global influence):
Top topics (local contexts):
Explore the main topics and terms outlined above or see them in the excerpts from this text below.
See the relevant data in context: click here to show the excerpts from this text that contain these topics below.
Tip: use the form below to save the most relevant keywords for this search query. Or start writing your content and see how it relates to the existing search queries and results.
Tip: here are the keyword queries that people search for but don't actually find in the search results.

Taiwan battles a brain drain as China aims to woo young talent away https://www.washingtonpost.com/world/asia_pacific/taiwan-battles-a-brain-drain-as-china-aims-to-woo-young-talent-away/2018/04/13/338d096e-3940-11e8-af3c-2123715f78df_story.html

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Trump, Abe to meet as U.S.-Japan relationship shows strains over North Korea, trade https://www.washingtonpost.com/politics/trump-abe-to-meet-as-us-japan-relationship-shows-strains-over-north-korea-trade/2018/04/14/4de8e202-3f2f-11e8-8d53-eba0ed2371cc_story.html

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A suspect tried to blend in with 60,000 concertgoers. China's facial-recognition cameras caught him. https://www.washingtonpost.com/news/worldviews/wp/2018/04/13/china-crime-facial-recognition-cameras-catch-suspect-at-concert-with-60000-people/

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Details emerge about the Syrian sites the U.S., U.K. and France targeted https://www.washingtonpost.com/world/national-security/details-emerge-about-the-syrian-sites-the-us-uk-and-france-targeted/2018/04/14/b1fbc360-3ff0-11e8-912d-16c9e9b37800_story.html

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Nikki Haley warns that U.S. forces ‘locked and loaded’ if Syria stages another chemical attack https://www.washingtonpost.com/world/national-security/after-syria-attack-us-and-russia-tensions-rise-but-military-confrontation-fears-ease/2018/04/14/d7a48d32-3fdb-11e8-a7d1-e4efec6389f0_story.html

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U.S. allies at regional summit support missile strike, condemn chemical weapons https://www.washingtonpost.com/world/us-allies-at-regional-summit-support-missile-strike-condemn-chemical-weapons/2018/04/14/1085fe78-3f6f-11e8-955b-7d2e19b79966_story.html

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For British and French leaders, political battle shifts to home ground after Syria strikes https://www.washingtonpost.com/world/europe/for-british-and-french-leaders-political-battle-shifts-to-home-ground-after-syria-strikes/2018/04/14/e359c6f6-3fc7-11e8-8d53-eba0ed2371cc_story.html

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Pence announces $16 million for Venezuelans who have fled their country https://www.washingtonpost.com/world/the_americas/pence-announces-16-million-for-venezuelans-who-have-fled-their-country/2018/04/13/d7ab955a-3e91-11e8-955b-7d2e19b79966_story.html

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A timeline of Trump's complicated relationship with the TPP https://www.washingtonpost.com/news/worldviews/wp/2018/04/13/a-timeline-of-trumps-complicated-relationship-with-the-tpp/

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Damascus defiant as U.S. strikes prove more limited than feared https://www.washingtonpost.com/world/damascus-defiant-as-trump-orders-strikes-after-syria-chemical-attack/2018/04/14/5ec055a6-3f5c-11e8-955b-7d2e19b79966_story.html

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U.S. and allies warn Syria of more missile strikes if chemical attacks used again https://www.washingtonpost.com/world/national-security/us-launches-missile-strikes-in-syria/2018/04/13/c68e89d0-3f4a-11e8-974f-aacd97698cef_story.html

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Russia responds to airstrike with harsh words but no fire https://www.washingtonpost.com/world/russia-responds-to-airstrike-with-harsh-words-but-no-fire/2018/04/14/a02ce438-3f97-11e8-955b-7d2e19b79966_story.html

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The U.S. just bombed 3 sites in Syria. Here’s what we know about why nations choose airstrikes. https://www.washingtonpost.com/news/monkey-cage/wp/2018/04/14/the-u-s-just-bombed-3-sites-in-syria-heres-what-we-know-about-why-states-choose-airstrikes/

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Trump’s strikes on Syria risk retaliation, escalation in a war he wants to avoid https://www.washingtonpost.com/world/national-security/trumps-strikes-on-syria-risk-retaliation-escalation-in-a-war-he-wants-to-avoid/2018/04/13/5f1059fc-3f7a-11e8-912d-16c9e9b37800_story.html

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As U.N. Security Council meets on Syria, Haley accuses Russia of lies and coverups https://www.washingtonpost.com/world/national-security/as-un-security-council-meets-on-syria-haley-accuses-russia-of-lies-and-a-coverup/2018/04/13/e2853e46-3f21-11e8-974f-aacd97698cef_story.html

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Gina Haspel’s nomination to head CIA faces some opposition in Senate https://www.washingtonpost.com/world/national-security/gina-haspels-nomination-to-head-cia-faces-some-opposition-in-senate/2018/04/13/3efeaab8-3f31-11e8-a7d1-e4efec6389f0_story.html

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Inspector general report faults Andrew McCabe for unauthorized disclosure of information, misleading investigators https://www.washingtonpost.com/world/national-security/justice-department-inspector-general-provides-report-to-congress-on-andrew-mccabe/2018/04/13/ce367c4c-3f36-11e8-974f-aacd97698cef_story.html

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Russia pushes back on multiple fronts as conflict with West escalates https://www.washingtonpost.com/world/russia-pushes-back-on-multiple-fronts-as-conflict-with-west-escalates/2018/04/13/5d5e5b6e-3f3d-11e8-974f-aacd97698cef_story.html

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Civilian casualties in Afghanistan at near-record level this year, according to U.N. report https://www.washingtonpost.com/news/worldviews/wp/2018/04/13/civilian-casualties-in-afghanistan-at-near-record-level-this-year-according-to-u-n-report/

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Thousands of Palestinians demonstrate at Gaza border for a third week, hundreds injured https://www.washingtonpost.com/world/middle_east/1000s-of-palestinians-demonstrate-at-gaza-border-for-a-3rd-week-hundreds-injured/2018/04/13/04bfa6d8-3db3-11e8-955b-7d2e19b79966_story.html

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6 basic questions about the war in Syria https://www.washingtonpost.com/news/worldviews/wp/2018/04/12/syria-explained/

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UN Security Council rejects Russian resolution condemning ‘aggression’ against Syria by the US and its allies https://www.washingtonpost.com/world/middle_east/un-security-council-rejects-russian-resolution-condemning-aggression-against-syria-by-the-us-and-its-allies/2018/04/14/3d99ca1c-4009-11e8-955b-7d2e19b79966_story.html

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Pakistan test fires upgraded ballistic cruise missile https://www.washingtonpost.com/world/asia_pacific/pakistan-test-fires-upgraded-ballistic-cruise-missile/2018/04/14/3d5cce82-4009-11e8-955b-7d2e19b79966_story.html

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    Main Topical Groups:

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    The topics are the nodes (words) that tend to co-occur together in the same context (next to each other).

    We use a combination of clustering and graph community detection algorithm (Blondel et al based on Louvain) to identify the groups of nodes are more densely connected together than with the rest of the network. They are aligned closer to each other on the graph and are given a distinct color.
    Most Influential Elements:
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    We use the Jenks elbow cutoff algorithm to select the top prominent nodes that have significantly higher influence than the rest.

    Click the Reveal Non-obvious button to remove the most influential words (or the ones you select) from the graph, to see what terms are hiding behind them.

    The most influential nodes are either the ones with the highest betweenness centrality — appearing most often on the shortest path between any two randomly chosen nodes (i.e. linking the different distinct communities) — or the ones with the highest degree.

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    Structural Gap
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    Reveal the Gap   ?
     
    A structural gap shows the two distinct communities (clusters of words) in this graph that are important, but not yet connected. That's where the new potential and innovative ideas may reside.

    This measure is based on a combination of the graph's connectivity and community structure, selecting the groups of nodes that would either make the graph more connected if it's too dispersed or that would help maintain diversity if it's too connected.

    Latent Topical Brokers
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    These are the latent brokers between the topics: the nodes that have an unusually high rate of influence (betweenness centrality) to their freqency — meaning they may appear not as often as the most influential nodes but they are important narrative shifting points.

    These are usually brokers between different clusters / communities of nodes, playing not easily noticed and yet important role in this network, like the "grey cardinals" of sorts.

    Emerging Topics
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    Top Relations
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    ⤓ Download   ⤓ Directed Bigrams   ?

    The most prominent relations between the nodes that exist in this graph are shown above. We treat the graph as undirected by default as it allows us to better detect general patterns.

    As an option, you can also downloaded directed bigrams above, in case the direction of the relations is important (for any application other than language).

     
    Main Topics
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    Most Influential Words
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    LDA works only for English-language texts at the moment. More support is coming soon, subscribe @noduslabs to be informed.

     
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