InfraNodus -

Graph Language Processing Settings:

Specify the settings for your text-to-network conversion algorithm for this graph.

Lemmatizer: ?

Every word will be converted to its lemma (e.g. bricks > brick, taken > take) and will be shown on the graph as a node. Set to your language for more precise results. Switch off to turn off lemmatization and add your custom stop words list below.

Show on Graph: Double Brackets [[]]: Categories and Tags:
Stop Words: ?

List the words, comma-separated (no spaces), that should not appear in the graph, in addition to your default global stopwords list.
Example: is,the,as,to,in

Synonym Nodes: ? unmerge all

If you'd like some words to appear as one node on the graph, in addition to your default global synonyms list, list the synonyms, one per line.
Example:
machine:machine learning
learning:machine learning

Dynamic Graph Settings

See the dynamic evolution of this graph: scroll or "play" the text entries to see how the text propagated through the network graph over time.

the final graph

highlight propagation edge
show visible statements only

Play the Graph

current speed of the player:

0 2000

one statement at a time

Export the Data

Network Graph Images:

The graph images for publishing on the web or in a journal. For embeds and URLs use the share menu.

PNG (Image) SVG (Hi-Res)

Visible Statements (Tagged):

Export the currently filtered (visible) statements with all the meta-data tags (topics, sentiment).

CSV (Spreadsheet) MD (e.g.Obsidian)

Text Mining Analytics:

Summary of insights from the analytics panel. For specific in-depth exports, see the download button in the Analytics panel.

TXT Analytics Report CSV Report N-Grams CSV

Network Graph Data:

The raw data with all the statistics for further analysis in another software.

JSON CSV Gexf (Gephi)

All the Text (for backup and duplicating):

Plain text used to create this graph without any meta-data

Download Plain Text (All Statements)

Share Graph Image

Share a non-interactive image of the graph only, no text:
Download Image Tweet

Share Interactive Text Graph

Save This Graph View:

Delete This Graph:

Your Project Notes

Interpret graph data, save ideas, AI content, and analytics reports.

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.

[theguardian.com]

Rwandan court fines speeding driver $920 over death of campaigning journalist https://www.theguardian.com/world/2023/feb/07/rwandan-court-fines-speeding-driver-920-over-death-of-campaigning-journalist

16758238200000000

[theguardian.com]

High-profile lawsuit against Meta can be heard in Kenya, Nairobi court rules https://www.theguardian.com/global-development/2023/feb/07/lawsuit-meta-kenya-nairobi-court-rules-facebook-ptsd

16758238200000000

[theguardian.com]

South Sudan ‘failed’ by international aid system as food crisis intensifies https://www.theguardian.com/global-development/2023/feb/07/south-sudan-failed-by-international-aid-system-as-food-crisis-intensifies

16758238200000000

[theguardian.com]

Rights abuses often ‘tipping point’ for extremist recruitment, UN study finds https://www.theguardian.com/world/2023/feb/07/rights-abuses-often-tipping-point-for-extremist-recruitment-un-study-finds

16758238200000000

[theguardian.com]

Kenyan court sentences police officer to death for triple murder https://www.theguardian.com/global-development/2023/feb/06/kenyan-court-sentences-police-officer-to-death-for-triple

16758238200000000

[theguardian.com]

Pope urges churches in South Sudan to raise voices against injustice https://www.theguardian.com/world/2023/feb/04/pope-urges-churches-south-sudan-raise-voices-against-injustice

16758238200000000

[theguardian.com]

Great Bear Sea: vast new marine zone a ‘mindset shift’ for conservation https://www.theguardian.com/environment/2023/feb/07/canada-plans-protect-vast-marine-zone-great-bear-sea-project

16758238200000000

[theguardian.com]

Gangs, cholera and political turmoil leave half Haiti’s children relying on aid https://www.theguardian.com/global-development/2023/feb/07/gangs-cholera-and-political-turmoil-leave-half-haitis-children-relying-on-aid

16758238200000000

[theguardian.com]

Argentinian rugby players sentenced to life in prison over teen’s murder https://www.theguardian.com/world/2023/feb/06/argentina-fernando-baez-sosa-murder-rugby-players

16758238200000000

[theguardian.com]

Chile firefighters battle blazes amid warning that wildfires could get worse https://www.theguardian.com/world/2023/feb/06/chile-wildfires-death-toll

16758238200000000

[theguardian.com]

Investigate Bolsonaro for genocide, says Brazil’s Marina Silva https://www.theguardian.com/world/2023/feb/06/investigate-bolsonaro-for-genocide-says-brazils-marina-silva

16758238200000000

[theguardian.com]

Leaked video footage of ocean pollution shines light on deep-sea mining https://www.theguardian.com/environment/2023/feb/06/leaked-video-footage-of-ocean-pollution-shines-light-on-deep-sea-mining

16758238200000000

[theguardian.com]

‘Hot air’: Marjorie Taylor Greene in State of the Union balloon stunt https://www.theguardian.com/us-news/2023/feb/07/marjorie-taylor-greene-state-of-the-union-balloon-stunt

16758238200000000

[theguardian.com]

Separatists fighters in Papua hold New Zealand pilot hostage https://www.theguardian.com/world/2023/feb/08/separatists-fighters-in-papua-hold-new-zealand-pilot-hostage

16758238200000000

[theguardian.com]

Protests in Solomon Islands as key China critic politician is ousted in no confidence vote https://www.theguardian.com/world/2023/feb/07/protests-in-solomon-islands-as-key-china-critic-politician-is-ousted-in-no-confidence-vote

16758238200000000

[theguardian.com]

Old-school backpacks too heavy, Japan’s pupils complain https://www.theguardian.com/world/2023/feb/07/old-school-backpacks-too-heavy-japans-pupils-complain

16758238200000000

[theguardian.com]

War of words over downed Chinese spy balloon continues as US recovers debris https://www.theguardian.com/world/2023/feb/06/china-accuses-us-of-overreaction-after-it-shot-down-high-altitude-balloon

16758238200000000

[theguardian.com]

Hong Kong: landmark national security trial of 47 democracy advocates begins https://www.theguardian.com/world/2023/feb/06/hong-kong-landmark-national-security-trial-of-47-democracy-advocates-begins

16758238200000000

[theguardian.com]

Australia politics live: Dorinda Cox warns NT alcohol bans a ‘Band-Aid solution’, says intergenerational trauma must be addressed https://www.theguardian.com/australia-news/live/2023/feb/08/australia-politics-live-parliament-code-of-conduct-anthony-albanese-peter-dutton-bullying-workplace-indigenous-voice-safeguard-mechanism-emissions-interest-rates-reserve-bank-jim-chalmers

16758238200000000

[theguardian.com]

Australia Post warns about long-term viability, with letters revenue in ‘unstoppable’ decline https://www.theguardian.com/business/2023/feb/08/australia-post-predicts-full-year-financial-loss-letters-revenue-decline

16758238200000000

[theguardian.com]

Archie Moore becomes second solo Aboriginal artist to represent Australia at Venice Biennale https://www.theguardian.com/artanddesign/2023/feb/08/archie-moore-aboriginal-artist-represent-australia-venice-biennale

16758238200000000

[theguardian.com]

Liberal MP Bridget Archer ‘open-minded’ on Labor’s push to overhaul climate safeguard mechanism https://www.theguardian.com/australia-news/2023/feb/08/liberal-mp-bridget-archer-labor-climate-safeguard-mechanism

16758238200000000

[theguardian.com]

Betting company fined after emailing Melbourne Cup promotion to hundreds of people experiencing gambling harm https://www.theguardian.com/australia-news/2023/feb/08/betting-company-fined-after-emailing-melbourne-cup-promotion-to-hundreds-of-problem-gamblers

16758238200000000

[theguardian.com]

Maribyrnong flood review chief Nick Wimbush resigns https://www.theguardian.com/australia-news/2023/feb/08/maribyrnong-flood-review-chief-nick-wimbush-resigns

16758238200000000

[theguardian.com]

Russia-Ukraine war at a glance: what we know on day 350 of the invasion https://www.theguardian.com/world/2023/feb/08/russia-ukraine-war-at-a-glance-what-we-know-on-day-350-of-the-invasion

16758238200000000

[wsj.com]

Turkey Declares State of Emergency in Quake-Hit Regions https://www.wsj.com/articles/earthquake-rescue-efforts-in-turkey-syria-hampered-by-snowstorm-11675758235

16758238200000000

[wsj.com]

Turkey, Syria Confront Earthquakes' Devastation---'I Buried My Kids Today' https://www.wsj.com/articles/turkey-syria-deal-with-earthquakes-devastationi-buried-my-kids-today-11675813760

16758238200000000

[wsj.com]

China Refused U.S. Call After Downing of Suspected Spy Balloon, Pentagon Says https://www.wsj.com/articles/china-refused-u-s-call-after-downing-of-suspected-spy-balloon-pentagon-says-11675811844

16758238200000000

[wsj.com]

Turkey's Erdogan Era Began After a Massive Earthquake. Another Is Testing His Leadership. https://www.wsj.com/articles/turkeys-erdogan-era-began-after-a-massive-earthquake-another-is-testing-his-leadership-11675813751

16758238200000000

[wsj.com]

Poland Weighs More U.S. Weapons Ahead of Biden Visit https://www.wsj.com/articles/biden-expected-to-visit-poland-around-one-year-mark-of-russias-ukraine-invasion-11675786781

16758238200000000

[wsj.com]

Russia Pushes on Several Fronts in Ukraine https://www.wsj.com/articles/russia-pushes-on-several-fronts-in-ukraine-11675770451

16758238200000000

[nytimes.com]

Turkey and Syria Earthquake Death Toll Tops 7,700 As Rescuers Fight Weather https://www.nytimes.com/2023/02/07/world/middleeast/earthquake-turkey-syria.html

16758238200000000

[nytimes.com]

Videos Show Desperate Search for Survivors Near Quake’s Epicenter in Turkey https://www.nytimes.com/2023/02/07/video/turkey-earthquake-rescue-hatay.html

16758238200000000

[nytimes.com]

Russia Pays a Bloody Price for Small Gains in Eastern Ukraine https://www.nytimes.com/2023/02/07/world/europe/ukraine-russia.html

16758238200000000

[nytimes.com]

How Russia Is Surviving the Tightening Grip on Its Oil Revenue https://www.nytimes.com/2023/02/07/business/russia-oil-embargo.html

16758238200000000

[nytimes.com]

As Sunak Tries to Move Ahead, He’s Haunted by Prime Ministers Past https://www.nytimes.com/2023/02/07/world/europe/britain-sunak-cabinet-boris-johnson.html

16758238200000000

[nytimes.com]

China Tries to Play Down Balloon Dispute With Censorship and Memes https://www.nytimes.com/2023/02/07/world/asia/china-balloon-propaganda.html

16758238200000000

[nytimes.com]

In a First, South Korea Is Ordered to Compensate a Vietnam War Victim https://www.nytimes.com/2023/02/07/world/asia/korea-vietnam-war-massacre.html

16758238200000000

[nytimes.com]

David Carrick Is Sentenced to Life for Rape and Sexual Abuse https://www.nytimes.com/2023/02/07/world/europe/uk-david-carrick-police-sentencing-rape.html

16758238200000000

[nytimes.com]

After Spy Balloon Clash, U.S.-China Tensions Loom Over Biden’s Speech https://www.nytimes.com/2023/02/07/us/politics/china-balloon-diplomacy-biden.html

16758238200000000

[nytimes.com]

After Spy Balloon Incident, China Rejects Pentagon’s Request to Speak https://www.nytimes.com/2023/02/07/us/politics/china-balloon-austin.html

16758238200000000

[nytimes.com]

Felipe Calderón, Former Mexican President, Accused of Supporting Sinaloa Cartel https://www.nytimes.com/2023/02/07/world/americas/mexico-president-sinaloa-cartel.html

16758238200000000

[nytimes.com]

Baby Born in Rubble of Turkey-Syria Earthquake is one of Many Child Victims https://www.nytimes.com/2023/02/07/world/europe/turkey-syria-earthquake-baby-born-children.html

16758238200000000

[nytimes.com]

Mukarram Jah, Heir to an Opulent Throne He Abandoned, Dies at 89 https://www.nytimes.com/2023/02/07/world/asia/mukarram-jah-dead.html

16758238200000000

[nytimes.com]

Joy and Heartache Follow Earthquake Rescue in Turkish City of Gaziantep https://www.nytimes.com/2023/02/07/world/europe/turkey-earthquake-rescue-gaziantep-apartment.html

16758238200000000

[nytimes.com]

Your Wednesday Briefing: Quake’s Death Toll Soars https://www.nytimes.com/2023/02/07/briefing/turkey-earthquake-syria-china-asia.html

16758238200000000

[nytimes.com]

At Cooper Union, a Russian Design Show Caught in a Political Crossfire https://www.nytimes.com/2023/02/07/arts/design/cooper-union-russia-exhibition.html

16758238200000000

[nytimes.com]

3 E.U. Countries Plan to Get Some Leopard 1 Tanks to Ukraine ‘Within Months’ https://www.nytimes.com/2023/02/07/world/europe/leopard-1-tanks-to-ukraine.html

16758238200000000

[nytimes.com]

Erdogan’s Response to Turkey’s Earthquake Could Determine His Re-Election https://www.nytimes.com/2023/02/07/world/europe/turkey-earthquake-election-erdogan.html

16758238200000000

[nytimes.com]

Pentagon Lifts Trump-Era Ban on Release of Guantánamo Prisoners’ Art https://www.nytimes.com/2023/02/07/us/politics/guantanamo-art.html

16758238200000000

[nytimes.com]

The Sole Border Crossing for U.N. Aid From Turkey to Syria Is Blocked https://www.nytimes.com/2023/02/07/world/europe/turkey-syria-quake-un-aid.html

16758238200000000

[nytimes.com]

Soccer Player Christian Atsu Is Rescued From Turkey Earthquake https://www.nytimes.com/2023/02/07/world/europe/christian-atsu-turkey-earthquake.html

16758238200000000

[nytimes.com]

Searching for Survivors https://www.nytimes.com/2023/02/07/briefing/turkey-syria-earthquake-recovery-crisis.html

16758238200000000

[nytimes.com]

‘Miracle’ Cystic Fibrosis Drug Kept Out of Reach in Developing Countries https://www.nytimes.com/2023/02/07/health/cystic-fibrosis-drug-trikafta.html

16758238200000000

[nytimes.com]

How Deepfake Videos Are Used to Spread Disinformation https://www.nytimes.com/2023/02/07/technology/artificial-intelligence-training-deepfake.html

16758238200000000

[nytimes.com]

Turkey Earthquake: Time Is Running Out to Find Survivors https://www.nytimes.com/2023/02/07/world/europe/turkey-earthquake-survivors-rescue.html

16758238200000000

[washingtonpost.com]

Live updates: Death toll in Turkey, Syria earthquakes rises to nearly 8,000 https://www.washingtonpost.com/world/2023/02/06/turkey-syria-earthquake-death-toll-live-updates/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Photos: Rescuers search for survivors after earthquake in Syria and Turkey kills thousands https://www.washingtonpost.com/photography/interactive/2023/photos-turkey-syria-earthquake-rescue/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Social media gives glimpse into hunt for Syria, Turkey quake survivors https://www.washingtonpost.com/world/2023/02/07/turkey-syria-social-media-earthquake/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

‘I saw death’: Rescuers in rebel-held Syria plead for help after quake https://www.washingtonpost.com/world/2023/02/07/syria-turkey-earthquake-idlib-aid/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

See the earthquake’s total devastation through before and after images https://www.washingtonpost.com/world/interactive/2023/turkey-syria-before-after-video-photo/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Chinese balloon part of vast aerial surveillance program, U.S. says https://www.washingtonpost.com/national-security/2023/02/07/china-spy-balloon-intelligence/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

In a Turkish town shattered by the earthquake, death is everywhere https://www.washingtonpost.com/world/2023/02/07/turkey-syria-earthquake-aid-rescue/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Lubomir Strougal, Moscow’s Cold War ally in Czechoslovakia, dies at 98 https://www.washingtonpost.com/obituaries/2023/02/07/lubomir-strougal-czechoslovakia-prague-dies/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Despair and glimmers of hope in scramble to save earthquake survivors https://www.washingtonpost.com/world/2023/02/07/turkey-syria-earthquake-rescue-cold/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Ukraine live briefing: State Department weighs $10 billion HIMARS deal with Poland https://www.washingtonpost.com/world/2023/02/07/russia-ukraine-war-latest-updates/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

How to help people affected by the earthquake in Turkey and Syria https://www.washingtonpost.com/world/2023/02/06/how-to-help-turkey-syria-earthquake/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

D.C.-area Turkish community launches fundraising effort for quake victims https://www.washingtonpost.com/dc-md-va/2023/02/07/turkish-dc-donations-help-earthquake-victims/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Countries rush aid, medical teams and rescue dogs to Turkey and Syria https://www.washingtonpost.com/world/2023/02/07/turkey-syria-earthquake-aid/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Pakistan bids farewell to ex-leader Musharraf and his complicated legacy https://www.washingtonpost.com/world/2023/02/07/pakistan-musharraf-funeral-legacy/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

New images of the Chinese balloon recovery show the closest glimpse yet https://www.washingtonpost.com/national-security/2023/02/07/china-spy-balloon-photos/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Bangladesh seeks new terms for Adani coal electricity deal https://www.washingtonpost.com/world/2023/02/07/adani-bangladesh-electricity-coal-discount/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

After the balloon, China works on fixing U.S. ties while still looking tough https://www.washingtonpost.com/world/2023/02/07/china-us-spy-balloon-relations/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

South Koreans wonder: Will the U.S. still protect us from North Korea? https://www.washingtonpost.com/world/2023/02/07/south-north-korea-nuclear-weapons-security/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Quake in Turkey and Syria follows a deeper history of disaster https://www.washingtonpost.com/world/2023/02/07/history-turkey-syria-earthquake/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

More than 4,000 killed in Turkey, Syria after powerful earthquake and aftershocks https://www.washingtonpost.com/world/2023/02/05/turkey-earthquake-istanbul-death-toll/?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Live Updates | Turkey, Syria earthquake search intensifies https://www.washingtonpost.com/world/live-updates--turkey-syria-earthquake-kills-thousands/2023/02/07/f1ef23b8-a6ac-11ed-b2a3-edb05ee0e313_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[washingtonpost.com]

Canada military plane returns after Haiti surveillance https://www.washingtonpost.com/world/canada-military-plane-returns-after-haiti-surveillance/2023/02/07/fdd4fd28-a752-11ed-b2a3-edb05ee0e313_story.html?utm_source=rss&utm_medium=referral&utm_campaign=wp_world

16758238200000000

[ft.com]

Fed chair warns of even higher rates if jobs data stays strong https://www.ft.com/content/10b6d4f2-d48f-401f-8407-8d5688d1e226

16758238200000000

[ft.com]

Joe Biden to defend economic agenda in State of the Union address https://www.ft.com/content/63d9325d-3eff-46e3-9077-c0c3589dd20d

16758238200000000

[ft.com]

The puzzle of the US economy https://www.ft.com/content/b1068d7b-3d51-4cd3-aca8-9801fc0e1fd0

16758238200000000

[ft.com]

Crying, praying, waiting: a family keeps vigil in a city wracked by grief https://www.ft.com/content/c71a4837-9df8-4537-997e-3d1f51fe5b01

16758238200000000

[ft.com]

How row over trans rights sparked a crisis for Nicola Sturgeon’s leadership https://www.ft.com/content/d42f4926-9ef2-42fb-9000-e0a9d0a22585

16758238200000000

[ft.com]

A Republican-led US would not shrink from the world https://www.ft.com/content/adc59ddd-2793-476b-b5dc-3ae8eac21d90

16758238200000000

[ft.com]

Live news: Asian stocks rise as Powell speech comforts investors https://www.ft.com/content/2b714779-f6ee-48e6-9810-f465a83d84b2

16758238200000000

[ft.com]

US stocks rise after Powell’s comments https://www.ft.com/content/470abb91-ed3c-4844-94de-e6978fcd1fe5

16758238200000000

[ft.com]

Erdoğan declares state of emergency in Turkey after deadly earthquake https://www.ft.com/content/afbd1f50-0e6f-4d51-89ff-9772c5354d9b

16758238200000000

[ft.com]

Why Turkey and Syria’s calamitous earthquakes were decades in the making https://www.ft.com/content/2ad5920c-aab6-4446-bcbd-9a5b355eed1b

16758238200000000

[ft.com]

Sunak breaks up business department to refocus on energy and science https://www.ft.com/content/950c51ce-45f7-4b6b-b01f-19968a2d3bad

16758238200000000

[ft.com]

Whitehall overhaul fraught with risk, say former ministers https://www.ft.com/content/0e3a937a-470b-4345-8b6a-0ff9137d1eb9

16758238200000000

[ft.com]

Treasury bans capital spending by Michael Gove’s Whitehall department https://www.ft.com/content/ee18f02c-7fa5-4ddb-aa41-4dd67743548b

16758238200000000

[ft.com]

Lessons from the great reflation https://www.ft.com/content/146647c0-8e0d-4497-8ea8-ea5f930d7fcd

16758238200000000

[ft.com]

Indian PM Narendra Modi’s opponents seize on Adani Group woes https://www.ft.com/content/dd9fb25d-816d-44bf-ba89-9a7441495999

16758238200000000

[ft.com]

UK bank chiefs accused of failing to pass on interest rate benefits https://www.ft.com/content/44804ff8-dc84-4a68-9e88-0359fe929c4a

16758238200000000

[ft.com]

Jupiter dumps Starling Bank and rules out unlisted stocks https://www.ft.com/content/fa4bb826-9ae5-495b-b405-d994cadf5000

16758238200000000

[ft.com]

Brussels seeks answers after UK rejects residence for thousands of EU citizens https://www.ft.com/content/13026db9-1251-41f2-beea-de8f6c08a44f

16758238200000000

[ft.com]

Ukraine to receive up to 178 German tanks from allies https://www.ft.com/content/3c8b79a8-6488-4a44-8be6-ef1783502e43

16758238200000000

[ft.com]

Microsoft takes aim at Google’s search dominance with AI-powered Bing https://www.ft.com/content/2d48d982-80b2-49f3-8a83-f5afef98e8eb

16758238200000000

[ft.com]

Leap in efficiency of solar cells predicted by inventor https://www.ft.com/content/031bacfe-80df-458c-a00c-25520a99505c

16758238200000000

[ft.com]

BBC chair under fresh fire over Boris Johnson loan claims https://www.ft.com/content/07cfbb5e-fe92-4d61-818a-0492308b4f08

16758238200000000

[ft.com]

Carlsberg seeks buyback clause as it nears exit from Russia https://www.ft.com/content/7fb0fb4c-1849-49ed-95be-d4bf73a2d486

16758238200000000

[ft.com]

British coins tested for quality in 700-year-old ‘Trial of the Pyx’ https://www.ft.com/content/e70a612b-900d-4e34-a1bc-16d5c789497a

16758238200000000

[ft.com]

Premier League ‘shows its teeth’ with move against Manchester City https://www.ft.com/content/d1d4e846-9602-4930-8c56-b9e4961c9246

16758238200000000

Show Nodes with Degree > 0:

0 0

Total Nodes Shown:
extend

Filter Graphs:

Filter Time Range

from: 0
to: 0

update metrics live

Recalculate Metrics Reset Filters

Show Labels for Nodes > 0 size:

0 0

Default Label Size: 0

0 20

labels size = nodes size
labels color = nodes color

Edges Type:

Layout Type:

Reset to Default

Semantic Variability Score

— modulates diversity of the discourse network how it works?

The score is calculated based on how modular the structure of the graph is (> 0.4 means the clusters are distinct and separate from one another = multiple perspectives). It also takes into account how the most influential nodes are dispersed among those clusters (higher % = lower concentration of power in a particular cluster).

Actionable Insight:

N/A

We distinguish 4 states of variability in your discourse. We recommend that a well-formed discourse should go through every stage during its evolution (in several iterations).

1 - (bottom left quadrant) — biased — low variability, low diversity, one central idea (genesis and introduction stage).
2 - (top right) - focused - medium variability and diversity, several concepts form a cluster (coherent communication stage).
3 - (bottom right) - diversified — there are several distinct clusters of main ideas present in text, which interact on the global level but maintain specificity (optimization and reflection stage).
4 - (left top) — dispersed — very high variability — there are disjointed bits and pieces of unrelated ideas, which can be used to construct new ideas (creative reformulation stage).

Read more in the cognitive variability help article.

Your Workflow Variability:

Shows to what extent you explored all the different states of the graph, from uniform and regular to fractal and complex. Read more in the cognitive variability help article.

You can increase the score by adding content into the graph (your own and AI-generated), as well as removing the nodes from the graph to reveal latent topics and hidden patterns.

Phases to Explore:

Main Topical Clusters:

please, add your data to display the stats...

The topical clusters are comprised of 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 using the Force Atlas algorithm (Jacomy et al) and are given a distinct color.

Most Influential Elements:

please, add your data to display the stats...

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.

Network Structure:

N/A

The network structure indicates the level of its diversity. It is based on the modularity measure (>0.4 for medium, >0.65 for high modularity, measured with Louvain (Blondel et al 2008) community detection algorithm) in combination with the measure of influence distribution (the entropy of the top nodes' distribution among the top clusters), as well as the the percentage of nodes in the top community.

Download: TXT Report CSV Report More Options

Discourse Structure Advice:

N/A

Structural Gap Insight

(topics that could be better linked):

N/A

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 Connectors

(less visible terms that link important topics):

N/A

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 Keywords

N/A

Evolution of Topics

(number of occurrences per text segment)

↻

The chart shows how the main topics and the most influential keywords evolved over time. X-axis: time period (split into 10% blocks). Y-axis: cumulative number of occurrences.

Drag the slider to see how the narrative evolved over time. Select the checkbox to recalculate the metrics at every step (slower, but more precise).

Main Topics

(according to Latent Dirichlet Allocation):

loading...

LDA stands for Latent Dirichlet Allocation — it is a topic modelling algorithm based on calculating the maximum probability of the terms' co-occurrence in a particular text or a corpus.

We provide this data for you to be able to estimate the precision of the default InfraNodus topic modeling method based on text network analysis.

Most Influential Words

(main topics and words according to LDA):

loading...

We provide LDA stats for comparison purposes only. It works with English-language texts at the moment. More languages are coming soon, subscribe @noduslabs to be informed.

Sentiment Analysis

positive: | negative: | neutral:
reset filter

We analyze the sentiment of each statement to see whether it's positive, negative, or neutral. You can filter the statements by sentiment (clicking above) and see what kind of topics correlate with every mood.

The approach is based on AFINN and Emoji Sentiment Ranking

Use the Bert AI model for English, Dutch, German, French, Spanish and Italian to get more precise results (slower). Standard model is faster, works for English only, is less precise, and is based on a fixed AFINN dictionary.

Keyword Relations Analysis:

please, select the node(s) on the graph see their connections...

Use this feature to compare contextual word co-occurrences for a group of selected nodes in your discourse. Expand the list by clicking the + button to see all the nodes your selected nodes are connected to. The total influence score is based on betweenness centrality measure. The higher is the number, the more important are the connections in the context of the discourse.

Top Relations in 4-grams

(bidirectional, for directional bigrams see the CSV table below):

The most prominent relations between the nodes that exist in this graph are shown above. We treat the graph as undirected by default. Occurrences shows the number of the times a relationship appears in a 4-gram window. Weight shows the weight of that relation.

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).

Text Statistics:

Word Count	Unique Lemmas	Characters	Lemmas Density
0	0	0	0

Text Network Statistics:

Network Structure Insights

mind-viral immunity:

N/A

stucture:

N/A

The higher is the network's structure diversity and the higher is the alpha in the influence propagation score, the higher is its mind-viral immunity — that is, such network will be more resilient and adaptive than a less diverse one.

In case of a discourse network, high mind-viral immunity means that the text proposes multiple points of view and propagates its influence using both highly influential concepts and smaller, secondary topics.

The higher is the diversity, the more distinct communities (topics) there are in this network, the more likely it will be pluralist.

Modularity	0	Influence Distribution	0 %

Topics	Nodes in Top Topic	Components	Nodes in Top Comp
0	0 %	0	0 %
Nodes	Av Degree	Density	Weighed Betweenness
0	0	0	0

Narrative Influence Propagation:

The chart above shows how influence propagates through the network. X-axis: lemma to lemma step (narrative chronology). Y-axis: change of influence.

The more even and rhythmical this propagation is, the stronger is the central idea or agenda (see alpha exponent below ~ 0.5 or less).

The more variability can be seen in the propagation profile, the less is the reliance on the main concepts (agenda), the stronger is the role of secondary topical clusters in the narrative.

propagation dynamics: | alpha exponent: (based on Detrended Fluctuation Analysis of influence)

We plot the narrative as a time series of influence (using the words' betweenness score). We then apply detrended fluctuation analysis to identify fractality of this time series, plotting the log2 scales (x) to the log2 of accumulated fluctuations (y). If the resulting loglog relation can be approximated on a linear polyfit, there may be a power-law relation in how the influence propagates in this narrative over time (e.g. most of the time non-influential words, occasionally words with a high influence).

Using the alpha exponent of the fit (which is closely related to Hurst exponent)), we can better understand the nature of this relation: uniform (pulsating | alpha <= 0.65), variable (stationary, has long-term correlations | 0.65 < alpha <= 0.85), fractal (adaptive | 0.85 < alpha < 1.15), and complex (non-stationary | alpha >= 1.15).

For maximal diversity, adaptivity, and plurality, the narrative should be close to "fractal" (near-critical state). For fiction, essays, and some forms of poetry — "uniform". Informative texts will often have "variable + stationary" score. The "complex" state is an indicator that the text is always shifting its state.

Degree Distribution:

(based on kolmogorov-smirnov test)

Using this information, you can identify whether the network has scale-free / small-world (long-tail power law distribution) or random (normal, bell-shaped distribution) network properties.

This may be important for understanding the level of resilience and the dynamics of propagation in this network. E.g. scale-free networks with long degree tails are more resilient against random attacks and will propagate information across the whole structure better.

If a power-law is identified, the nodes have preferential attachment (e.g. 20% of nodes tend to get 80% of connections), and the network may be scale-free, which may indicate that it's more resilient and adaptive. Absence of power law may indicate a more equalized distribution of influence.

Kolmogorov-Smirnov test compares the distribution above to the "ideal" power-law ones (^1, ^1.5, ^2) and looks for the best fit. If the value d is below the critical value cr it is a sign that the both distributions are similar.