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Explore the main topics and terms outlined above or see them in the excerpts from this text below.
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Nearly 20 arrested in alleged plot against Jordan’s King Abdullah II https://www.washingtonpost.com/national-security/jordan-coup-abdullah-plot/2021/04/03/2a517ed2-9498-11eb-a74e-1f4cf89fd948_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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What to know about Jordan, the U.S. ally that faced an alleged coup attempt https://www.washingtonpost.com/world/2021/04/03/jordan-palace-coup-attempt/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Myanmar's Military Has Killed Over 40 Children Since the Coup. Here's One Child's Story. https://www.nytimes.com/2021/04/04/world/asia/myanmar-coup-deaths-children.html

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This grand Moscow store was a land of plenty since the czars. Its 120-year run is near an end. https://www.washingtonpost.com/world/europe/moscow-eliseevsky-grocery-closing/2021/04/03/7512e080-9210-11eb-aadc-af78701a30ca_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Ivory Coast is falling behind its vaccination schedule. Health workers fear thousands of shots could expire. https://www.washingtonpost.com/world/2021/04/04/ivory-coast-coronavirus-vaccines-covax-astrazeneca/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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In another locked down, disrupted Easter, a tired Italy can’t escape the virus https://www.washingtonpost.com/world/europe/easter-pope-francis-pandemic/2021/04/04/b4bf74a0-9238-11eb-aadc-af78701a30ca_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Floods and Mudslides in Eastern Indonesia Leave at Least 41 Dead https://www.nytimes.com/2021/04/04/world/asia/floods-landslides-indonesia.html

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Climbers Return to Mt. Everest Despite Covid-19 https://www.nytimes.com/2021/04/04/world/asia/mount-everest-covid-19.html

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Europe’s third wave: ‘It’s spreading fast and it’s spreading everywhere’ https://www.ft.com/content/d1af353b-709f-41d5-ac88-4ac38ee7dc6c

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Jordan accuses former crown prince and high-ranking officials of ‘promoting sedition,’ with foreign backing https://www.washingtonpost.com/world/middle_east/jordan-abdullah-coup-king-plot/2021/04/04/68e805de-94a8-11eb-aadc-af78701a30ca_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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France's Outspoken Student Union Positions Itself at the Vanguard of Change https://www.nytimes.com/2021/04/04/world/europe/france-student-union-unef-racism.html

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Hedge funds weigh prime broking relationships after Archegos fire sale https://www.ft.com/content/3b6e0dab-730d-4e0c-bab7-3be4f70e7a6f

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Hydrogen: the future of electricity storage? https://www.ft.com/content/c3526a2e-cdc5-444f-940c-0b3376f38069

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Peloton bikes and shopping trips: how firms keep burnt-out workers https://www.ft.com/content/a62bfb8d-c8f4-435f-aa9a-9c11517842b7

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Wall Street braces itself for tax rises from Biden’s new stimulus plan https://www.ft.com/content/1dc44e23-2cad-4f39-9335-9fbf6e745834

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French politics: Macron faces test of character as Le Pen’s popularity grows https://www.ft.com/content/32dbb571-c4b7-4a9b-8d92-e7b7c98b0571

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Boris Johnson offers two at-home coronavirus tests a week to everyone in England https://www.washingtonpost.com/world/covid-mass-testing-britain-uk-boris/2021/04/05/ee21aca6-95f6-11eb-8f0a-3384cf4fb399_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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How the $1.9 trillion U.S. stimulus package compares with other countries’ coronavirus spending https://www.washingtonpost.com/world/2021/03/10/coronavirus-stimulus-international-comparison/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Jordan’s Prince Hamzeh, under house arrest after alleged coup attempt, appears to affirm loyalty to the king https://www.washingtonpost.com/world/middle_east/jordan-hamzeh-coup-plot-royal/2021/04/05/07f93104-9588-11eb-8f0a-3384cf4fb399_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Jordan's Prince Hamzah defiant after being put under house arrest https://www.theguardian.com/world/2021/apr/05/jordans-prince-hamza-defiant-after-being-put-under-house-arrest

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Covid-19 live updates: A record 4 million people in U.S. received a vaccine on Saturday https://www.washingtonpost.com/nation/2021/04/05/coronavirus-covid-live-updates-us/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Actor Thandiwe Newton reclaims original spelling of her name https://www.theguardian.com/tv-and-radio/2021/apr/05/actor-thandiwe-newton-reclaims-original-spelling-of-her-name

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Brazil has become South America’s superspreader event https://www.washingtonpost.com/world/2021/04/05/brazil-variant-coronavirus-south-america/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Supply-chain finance: a new spin on a prehistoric idea https://www.ft.com/content/8ca7b05d-f1a8-4ddd-8fda-3383f11e5143

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Russia flexes its ‘sovereign internet’ with move to curb Twitter https://www.ft.com/content/d5f5ffd2-5c16-4627-b6aa-951c109a373a

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China’s covid vaccine drive is lagging. Free food could help turn things around. https://www.washingtonpost.com/world/asia_pacific/covid-china-vaccine-rollout/2021/04/05/58b5d376-95cf-11eb-8f0a-3384cf4fb399_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Egypt’s first female ship captain falsely accused by online trolls of blocking Suez Canal https://www.washingtonpost.com/world/2021/04/05/marwa-elselehdar-suez-ever-given/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Bangladesh Collision Between Cargo Ship and Ferry Leaves 27 Dead https://www.nytimes.com/2021/04/05/world/asia/bangladesh-ferry-crash.html

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Germany faces calls for nationwide approach to Covid restrictions https://www.theguardian.com/world/2021/apr/05/germany-faces-calls-for-nationwide-approach-to-covid-restrictions

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My Life in Israel’s Brave New Post-Pandemic Future https://www.nytimes.com/2021/04/05/world/middleeast/israel-vaccinations.html

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Fauci hits back at rightwing criticism and says attacks on him 'bizarre' https://www.theguardian.com/us-news/2021/apr/05/fauci-rightwing-republican-criticism-bizarre

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Divided Kingdom: Jordan Shaken by Split Between King and Ex-Crown Prince https://www.nytimes.com/2021/04/04/world/middleeast/jordan-king-abdullah-royal-dispute.html

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Jordan Arrests High-Profile Figures, and Ex-Crown Prince Cries Foul https://www.nytimes.com/2021/04/03/world/middleeast/jordan-security-arrests.html

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Biden and the waning of the ‘neoliberal’ era https://www.washingtonpost.com/world/2021/04/05/biden-infrastructure-plan-neoliberalism/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Race is also a geopolitical issue https://www.ft.com/content/d99b84e4-0bf2-47c1-9270-c82aecd0e8dd

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EU pledges backing to Ukraine after Russian military buildup https://www.theguardian.com/world/2021/apr/05/eu-sounds-alarm-at-russian-troops-ukraine-border-moves

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French authorities investigate whether ministers dined at secret luxury restaurants, violating restrictions https://www.washingtonpost.com/world/2021/04/05/france-secret-restaurants-paris/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

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Haiti has no Covid vaccine doses as violence looms larger than pandemic https://www.theguardian.com/world/2021/apr/05/haiti-no-covid-vaccine-doses

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China Creates Its Own Digital Currency, a First for Major Economy https://www.wsj.com/articles/china-creates-its-own-digital-currency-a-first-for-major-economy-11617634118

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Covid-19 Ground Zero Shifts to India https://www.wsj.com/articles/covid-19s-ground-zero-shifts-to-india-11617634554

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China Tries to Counter Xinjiang Backlash With … a Musical? https://www.nytimes.com/2021/04/05/world/asia/china-uyghurs-propaganda-musical.html

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U.S. Looks to Build on Secret Portions of Taliban Deal to Reduce Violence https://www.nytimes.com/2021/04/04/world/asia/afghanistan-reduction-violence-biden.html

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Vladimir Putin passes law that may keep him in office until 2036 https://www.theguardian.com/world/2021/apr/05/vladimir-putin-passes-law-that-may-keep-him-in-office-until-2036

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US supreme court denies Alex Jones’s appeal in Sandy Hook shooting case https://www.theguardian.com/law/2021/apr/05/alex-jones-sandy-hook-school-shooting-case-supreme-court-appeal

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Pink Dolphins in Hong Kong Find Respite Thanks to the Coronavirus https://www.nytimes.com/2021/04/05/world/asia/hong-kongs-pink-dolphins.html

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US Supreme Court rules for Google in $9bn battle with Oracle https://www.ft.com/content/e1650fca-bae4-4acd-97fd-40a12f8c4fa9

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U.K. to Ease Lockdown as Covid-19 Vaccinations Turns the Tide https://www.wsj.com/articles/u-k-to-ease-lockdown-as-covid-19-vaccination-campaign-turns-the-tide-11617645566

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Netanyahu Corruption Trial Opens in Israel https://www.nytimes.com/2021/04/05/world/middleeast/netanyahu-on-trial-israel.html

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Johnson Announces Free Covid Tests and Status Certificates for England https://www.nytimes.com/2021/04/05/world/europe/britain-johnson-coronavirus-lockdown-opening.html

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Japan Calls on China to Improve Conditions for Uyghurs, Hong Kong https://www.wsj.com/articles/japan-calls-on-china-to-improve-conditions-for-uyghurs-hong-kong-11617629893

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What are Covid-status certificates and how might they work? https://www.theguardian.com/world/2021/apr/05/what-are-covid-status-certificates-and-how-might-they-work

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In Iran Nuclear Talks, Familiar Cast of Characters Faces Fresh Problems https://www.wsj.com/articles/in-iran-nuclear-talks-familiar-cast-of-characters-faces-fresh-problems-11617626187

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Nearly 2,000 prisoners escape jail in south-east Nigeria https://www.theguardian.com/world/2021/apr/05/prisoners-escape-jail-in-south-east-nigeria-owerri-imo

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Jordan’s former crown prince pledges loyalty to king, royal court says https://www.ft.com/content/1396b92a-3499-44a8-8118-eec9c52cfb0b

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GameStop shares fall after it announces plan to sell $1bn in stock https://www.ft.com/content/ddc11198-f162-484c-9131-a7a0b0346178

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Rift in Jordan’s Royal Leadership Is Soothed, Palace Says https://www.nytimes.com/2021/04/05/world/middleeast/jordan-royal-house-arrest.html

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Alexei Navalny jokes TB would be a relief as he is moved to sick ward https://www.theguardian.com/world/2021/apr/05/alexei-navalny-jokes-tb-would-be-a-relief-as-he-is-moved-to-sick-ward

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Australia's #MeToo Moment Has Started in Parliament https://www.nytimes.com/2021/04/05/world/australia/parliament-women-rape-metoo.html

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Chauvin's use of force on George Floyd was 'in no way' policy, says police chief https://www.theguardian.com/us-news/2021/apr/05/derek-chauvin-trial-police-chief-medaria-arradondo

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Jordan's Royal Family Starts Mediation to End Public Rift https://www.wsj.com/articles/jordans-royal-family-starts-mediation-to-end-public-rift-11617655557

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Biden's $2tn infrastructure plan 'needs to be changed', says key Democrat Manchin – live https://www.theguardian.com/us-news/live/2021/apr/05/joe-biden-us-politics-live-infrastructure-covid-coronavirus-latest-updates

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Credit Suisse risk chief to leave after Archegos and Greensill losses https://www.ft.com/content/c10d0b81-f2ef-48c3-8e9c-17419f4af21b

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Yellen calls for global minimum corporate tax https://www.ft.com/content/79023ff2-c629-429c-8a34-16bf68b4ea15

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Jordan’s Prince Hamzah pledges loyalty to half-brother King Abdullah https://www.theguardian.com/world/2021/apr/05/jordans-prince-hamzah-pledges-loyalty-to-half-brother-king-abdullah

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Covid live: Saudi Arabia reveals Mecca restrictions; Italy reports almost 300 daily deaths https://www.theguardian.com/world/live/2021/apr/05/covid-19-live-news-coronavirus-uk-vaccine-passports

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Coronavirus latest: Unnecessary to disinfect surfaces regularly, CDC says https://www.ft.com/content/7c83c3fc-7a9a-41f2-aa9e-6907614ceef0

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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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    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.

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    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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