NodeXL Graph Gallery: Interactive Graph


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list:19390498 filter:links since:2023-01-09 until:2023-01-16 Twitter NodeXL SNA Map and Report for M (experimental version)
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From:
SMRFoundation
Uploaded on:
January 16, 2023
Short Description:
list:19390498 filter:links since:2023-01-09 until:2023-01-16 via NodeXL https://bit.ly/3QKyhm7
@msoares
@nytimes
@chronotope
@digiphile
@zeisbaerger
@dhmontgomery
@gijn
@wsj
@dancow
@agustin_icij

Top hashtags:
#covid19
#dataviz
#gapol
#journalism
#ukraine
#copolitics

Description:
Description
The graph represents a network of 6,144 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-01-09 until:2023-01-16", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 16 January 2023 at 14:40 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 09 January 2023 at 00:01 UTC to Sunday, 15 January 2023 at 23:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 6144
Unique Edges : 9816
Edges With Duplicates : 5884
Total Edges : 15700
Number of Edge Types : 5
Mentions : 3819
Replies to : 621
Retweet : 3959
Tweet : 4981
MentionsInRetweet : 2320
Self-Loops : 5018
Reciprocated Vertex Pair Ratio : 0.0335408022130014
Reciprocated Edge Ratio : 0.0649046503847441
Connected Components : 282
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 5215
Maximum Edges in a Connected Component : 13987
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.221302
Graph Density : 0.00023758304676054
Modularity : 0.576856
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,144 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-01-09 until:2023-01-16", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 16 January 2023 at 14:40 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 09 January 2023 at 00:01 UTC to Sunday, 15 January 2023 at 23:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : list:19390498 filter:links since:2023-01-09 until:2023-01-16
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] https://www.ajc.com/gdpr.html
[24] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fgesellschaft%2F2023-01%2Fdeutsche-grossstaedte-bevoelkerungsentwicklung-zuzuege-wegzuege
[18] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[16] https://projects.propublica.org/repatriation-nagpra-database/
[14] https://pudding.cool/2023/01/lit-canon/
[14] https://theprint.in/economy/indias-service-exports-hit-all-time-high-of-273-6-bn-in-2022-outlook-is-rosy-too/1302305/
[13] https://www.politico.com/news/magazine/2023/01/10/blake-hounshell-remembrance-beloved-journalist-00077366
[13] https://theintercept.com/2023/01/10/tesla-crash-footage-autopilot/
[13] https://www.washingtonpost.com/technology/interactive/2023/nasa-sls-spacex-starship-rockets/
[13] https://app.radarai.com/

Top URLs in Tweet in G1:
[25] https://www.ajc.com/gdpr.html
[16] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[15] https://projects.propublica.org/repatriation-nagpra-database/
[12] http://ow.ly/c19R50HgpSk
[12] http://ow.ly/k5PU50HgpSj
[11] https://www.ire.org/event/ire-new-york-workshop-january-2023/
[11] https://www.sfchronicle.com/weather/article/california-historic-rain-storms-17714607.php
[9] https://twitter.com/IRE_NICAR/status/1613555958436823042
[9] https://www.indiaspend.com/education-check/a-year-of-school-after-covid-19-remedial-classes-whatsapp-and-more-involved-parents-848886
[7] https://opennews.org/what/community/scholarships/

Top URLs in Tweet in G2:
[11] https://www.thetimes.co.uk/article/the-root-problem-with-climate-pledges-to-plant-trees-theres-not-enough-space-9n8n9fmb3
[7] https://twitter.com/liamstack/status/1612904118065963012
[5] https://www.politico.com/news/magazine/2023/01/10/blake-hounshell-remembrance-beloved-journalist-00077366
[5] https://www.thetimes.co.uk/article/how-has-gun-violence-in-schools-changed-the-american-classroom-2vxwrtvpg
[5] https://www.grid.news/story/politics/2023/01/13/how-the-weaponization-of-government-subcommittee-could-become-a-major-conflict-of-interest-sending-arsonists-to-fight-the-fire/
[4] https://twitter.com/DallasZoo/status/1613934252969660435
[4] https://www.thetimes.co.uk/article/boris-johnson-and-the-multimillionaire-canadian-cousin-who-lent-a-hand-qzcf2m7jp
[4] https://arxiv.org/abs/2301.03109
[4] https://www.washingtonpost.com/health/2023/01/13/air-filter-diy-covid/
[4] https://www.washingtonpost.com/politics/2023/01/12/view-house-gop-k-street/

Top URLs in Tweet in G3:
[6] https://theintercept.com/2023/01/12/deputados-federais-que-defenderam-terrorismo-em-brasilia/
[5] https://twitter.com/andersongtorres/status/1613632983629533184
[5] https://www.nytimes.com/2023/01/11/us/california-storm-maps-weather-rain.html
[5] https://fiquemsabendo.substack.com/
[4] https://www.radiofrance.fr/franceculture/podcasts/les-cartes-en-mouvement/dans-l-arctique-la-guerre-en-ukraine-rebat-les-cartes-tout-comprendre-en-une-carte-2774070
[4] https://www.thebureauinvestigates.com/stories/2023-01-11/hsbcs-loan-to-a-german-dirty-coal-giant
[3] https://www.youtube.com/watch?v=fVrD6LE985E&feature=youtu.be

[3] https://www.estadao.com.br/politica/militares-deixaram-a-golpista-ana-priscila-escapar-apos-ser-detida-no-palacio-do-planalto/?utm_source=estadao:twitter&utm_medium=link&original_referer=https%3A%2F%2Fwww.estadao.com.br%2Fpolitica%2Fmilitares-deixaram-a-golpista-ana-priscila-escapar-apos-ser-detida-no-palacio-do-planalto%2F%3F
[3] https://twitter.com/UrbanNathalia/status/1612150826809839619
[3] https://twitter.com/reporterenato/status/1613128233066659840

Top URLs in Tweet in G4:
[4] https://diesubstanz.at/parteien/teurer-wahlkampf/
[4] https://aus-unserer-sicht.de
[2] https://twitter.com/andererseits11/status/1612385459723796480
[2] https://www.falter.at/morgen/20230111/offi-verspatungen-i-man-i-tram
[2] https://www.falter.at/falter/radio/63c00e4c7ae74e001036989d/die-schlacht-um-bachmut-867
[2] https://www.dsn.gv.at/501/files/VSB/VSB_2021_Webversion_BF.pdf
[2] https://kontrast.at/medien-oesterreich/
[2] https://www.focus.de/politik/ausland/ukraine-krise/so-macht-putin-der-lgbtq-gemeinschaft-das-leben-zur-hoelle_id_182410614.html
[2] https://twitter.com/momogibsnet2/status/1612342504350687233
[2] https://www.katholisch.de/artikel/42948-santo-subito-fuer-benedikt-xvi-eine-eindringliche-warnung

Top URLs in Tweet in G5:
[16] https://www.ajc.com/gdpr.html
[10] https://www.washingtonpost.com/technology/interactive/2023/nasa-sls-spacex-starship-rockets/
[9] https://www.washingtonpost.com/wellness/2023/01/12/seasonal-affective-disorder-depression-symptoms/
[8] https://www.washingtonpost.com/weather/2023/01/13/atmospheric-rivers-wont-end-californias-drought/
[6] https://www.washingtonpost.com/investigations/2023/01/09/china-crematorium-covid-deaths/
[6] https://www.washingtonpost.com/technology/interactive/2023/how-space-affects-human-body/
[6] https://www.washingtonpost.com/technology/interactive/2023/space-debris-game/
[5] https://www.washingtonpost.com/business/2023/01/13/top-retirement-states/
[4] https://www.dallasnews.com/news/crime/2023/01/12/dallas-polices-murder-count-dropped-in-2022-but-the-city-doesnt-include-all-slayings/
[4] https://www.ajc.com/gdpr.html?utm_campaign=snd-autopilot&ecmp=pg&utm_medium=social&utm_source=pg_tw

Top URLs in Tweet in G6:
[4] https://twitter.com/RobertRMorris/status/1611450197707464706
[4] https://glitch.com/discover
[4] https://slate.com/news-and-politics/2023/01/george-santos-il-bacco-campaign-spending-new-york.html
[4] https://stablediffusionlitigation.com/
[3] https://gothamist.com/news/nurses-detail-turmoil-inside-nyc-hospitals-amid-strike-people-dont-know-what-theyre-doing
[3] https://www.irs.gov/statistics/soi-tax-stats-migration-data
[3] https://twitter.com/TweetBenMax/status/1613628880153153546
[3] https://twitter.com/swodinsky/status/1613211102208204800
[3] https://www.texastribune.org/2023/01/10/texas-robert-fratta-execution-expired-drugs/
[2] https://www.pewresearch.org/journalism/fact-sheet/newspapers/

Top URLs in Tweet in G7:
[4] https://twitter.com/RepMarkPocan/status/1612554303213916182
[4] https://dcist.com/story/22/12/06/d-c-is-falling-short-of-its-taxi-accessibility-requirements-what-went-wrong/
[3] https://www.thethirdpole.net/en/energy/joshimath-disaster-of-ignoring-risks-in-the-himalayas/
[3] https://twitter.com/LulaOficial/status/1612280715231612928
[3] https://www.washingtonpost.com/health/2023/01/12/covid-winter-surge/
[3] https://docs.google.com/document/d/1dMdLxPHbqZbv8NZ2S4Jaxn6FRa0fp9jU1KdkMslcXQw/edit#
[2] https://www.youtube.com/watch?v=Fdo6tZ1jvT8&feature=youtu.be

[2] https://prospect.org/infrastructure/transportation/ftc-noncompete-airline-flight-cancellation-buttigieg/
[2] https://static.c-spanvideo.org/assets/documents/letters/C-SPAN%20Request%20for%20Ongoing%20Access%20to%20House%20Chamber.pdf
[2] https://www.c-span.org/about/letters/

Top URLs in Tweet in G8:
[5] https://www.mediacites.fr/enquete/lille/2023/01/11/colleges-comment-la-carte-scolaire-entretient-la-segregation-sociale-dans-la-metropole-lilloise/
[4] https://www.mediacites.fr/enquete/lyon/2023/01/10/pollutions-les-bons-et-mauvais-eleves-de-la-vallee-de-la-chimie/
[4] https://twitter.com/nicolasberrod/status/1611694940999876609
[4] https://twitter.com/nicolasberrod/status/1613943438759854080
[4] https://media.lesechos.fr/infographie/retraites-europe/?xtor=CS4-6235
[4] https://media.lesechos.fr/infographie/retraites-europe/
[3] https://www.mediacites.fr/interview/national/2023/01/10/segregation-sociale-au-college-les-elus-locaux-ont-les-moyens-dagir/
[3] https://www.liberation.fr/politique/leurs-parents-sont-morts-avant-la-retraite-il-avait-fait-construire-une-belle-petite-maison-et-na-pas-pu-en-profiter-20230112_VEHU6DNPWFEZZEEEDZ7FTOVO3I/
[3] https://www.liberation.fr/economie/retraites-qui-va-devoir-attendre-pour-partir-a-la-retraite-20230112_PGISNMQ3NBENVOYRIIA2RY52UQ/
[2] https://twitter.com/mediaciteslille/status/1613228144303157249

Top URLs in Tweet in G9:
[8] https://www.theguardian.com/world/2023/jan/10/twelve-european-countries-broke-temperature-records-in-2022
[3] https://twitter.com/PaulMarks12/status/1612598433000431618
[3] https://www.irishtimes.com/opinion/2023/01/14/there-is-a-clear-playbook-emerging-for-how-asylum-seeker-protests-are-organised/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.theguardian.com/uk-news/2023/jan/10/census-shows-stark-differences-in-peoples-qualifications-across-england-and-wales
[3] https://www.ft.com/content/53e2b7e0-7de7-4c23-9c41-2084c37b7179
[3] https://inews.co.uk/news/health/nhs-crisis-declare-patient-dead-hospital-waiting-room-floor-wife-strangers-2071852
[2] http://nilewell.org/node/753
[2] https://www.afro.who.int/countries/uganda/news/uganda-declares-end-ebola-disease-outbreak
[2] https://www.lemonde.fr/planete/article/2023/01/12/rechauffement-climatique-exxonmobil-disposait-depuis-les-annees-1970-de-projections-fiables_6157647_3244.html
[2] https://www.lemonde.fr/planete/article/2023/01/12/climat-sultan-al-jaber-le-pdg-d-une-compagnie-petroliere-emirati-designe-comme-president-de-la-cop28-a-dubai_6157542_3244.html

Top URLs in Tweet in G10:
[22] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fgesellschaft%2F2023-01%2Fdeutsche-grossstaedte-bevoelkerungsentwicklung-zuzuege-wegzuege
[6] https://www.sueddeutsche.de/projekte/artikel/wissen/coronavirus-uebersterblichkeit-covid-19-herzinfarkt-daten-grippe-e030263/?reduced=true
[4] https://www.ft.com/content/58a752a3-0dad-433c-97cd-047b1ff7fe39
[3] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fgesellschaft%2Fgrossstaedte%2Fberlin-bevoelkerungsentwicklung-zuwanderung-abwanderung
[2] https://www.meetup.com/data-visualization-bremen/events/290789722/?utm_medium=referral&utm_campaign=share-btn_savedevents_share_modal&utm_source=link
[2] http://www.archivioprototipi.it/storia/cinquecento.html
[2] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fgreen%2F2023-01%2Fklimaaktivismus-letzte-generation-luetzerath-kritik%3Fwt_zmc%3Dsm.int.zonaudev.twitter.ref.zeitde.redpost.link.x%26utm_medium%3Dsm%26utm_source%3Dtwitter_zonaudev_int%26utm_campaign%3Dref%26utm_content%3Dzeitde_redpost_link_x
[2] https://www.youtube.com/watch?v=w5kKKUqHKjA

[2] https://www.sueddeutsche.de/projekte/artikel/gesellschaft/internationaler-strafgerichtshof-den-haag-bertram-schmitt-e179128/?utm_source=twitter&utm_medium=twitterbot&utm_content=e179128&reduced=true
[2] https://www.sueddeutsche.de/projekte/artikel/wirtschaft/luetzerath-rwe-deal-raeumung-e873399/?utm_source=twitter&utm_medium=twitterbot&utm_content=e873399&reduced=true

Top Domains
Top Domains in Tweet in Entire Graph:
[2412] twitter.com
[251] washingtonpost.com
[246] trib.al
[204] co.uk
[197] nytimes.com
[123] youtube.com
[81] theguardian.com
[81] ajc.com
[78] com.br
[67] propublica.org

Top Domains in Tweet in G1:
[171] twitter.com
[50] propublica.org
[45] sfchronicle.com
[43] ajc.com
[35] ire.org
[33] journaliststoolbox.org
[26] occrp.org
[25] nytimes.com
[25] ow.ly
[18] semafor.com

Top Domains in Tweet in G2:
[201] twitter.com
[56] co.uk
[43] washingtonpost.com
[14] politico.com
[10] numlock.com
[9] wsj.com
[9] org.ua
[8] nytimes.com
[8] trib.al
[8] grid.news

Top Domains in Tweet in G3:
[189] twitter.com
[64] com.br
[29] nytimes.com
[18] youtube.com
[17] globo.com
[15] trib.al
[14] apublica.org
[14] lemonde.fr
[10] substack.com
[8] metropoles.com

Top Domains in Tweet in G4:
[82] twitter.com
[21] orf.at
[13] derstandard.at
[7] youtube.com
[7] co.uk
[6] tagesschau.de
[4] falter.at
[4] gv.at
[4] diesubstanz.at
[4] aus-unserer-sicht.de

Top Domains in Tweet in G5:
[82] washingtonpost.com
[57] twitter.com
[38] ajc.com
[18] trib.al
[7] nytimes.com
[6] nola.com
[6] dallasnews.com
[6] theadvocate.com
[5] elpais.com
[4] theathletic.com

Top Domains in Tweet in G6:
[113] twitter.com
[17] texastribune.org
[15] nytimes.com
[9] gothamist.com
[8] tantek.com
[8] glitch.me
[6] tedium.co
[6] glitch.com
[4] theverge.com
[4] archive.org

Top Domains in Tweet in G7:
[52] twitter.com
[17] washingtonpost.com
[8] nytimes.com
[6] youtube.com
[6] google.com
[5] whitehouse.gov
[5] theatlantic.com
[4] dcist.com
[3] bloomberg.com
[3] thethirdpole.net

Top Domains in Tweet in G8:
[104] twitter.com
[27] liberation.fr
[18] leparisien.fr
[16] lesechos.fr
[12] mediacites.fr
[6] santepubliquefrance.fr
[6] lemonde.fr
[4] villejuste.com
[3] nytimes.com
[3] insee.fr

Top Domains in Tweet in G9:
[61] twitter.com
[27] theguardian.com
[18] lemonde.fr
[9] ft.com
[6] mediapart.fr
[4] yahoo.com
[4] irishtimes.com
[4] co.uk
[4] gijn.org
[4] ednh.news

Top Domains in Tweet in G10:
[41] zeit.de
[29] twitter.com
[13] sueddeutsche.de
[9] ft.com
[4] youtube.com
[4] reuters.com
[4] cbsnews.com
[4] cnn.com
[3] github.com
[3] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[45] covid19
[40] dataviz
[38] gapol
[33] journalism
[30] ukraine
[30] copolitics
[29] cawx
[28] ddj
[23] otd
[23] chatgpt



Top Hashtags in Tweet in G1:
[20] nicar23
[16] gapol
[15] journalism
[9] cawx
[9] covid19
[6] disinformation
[6] journalismjobs
[6] kerala
[5] ai
[5] internationalstudent

Top Hashtags in Tweet in G2:
[18] foi
[5] ddj
[4] jstfellows23
[4] opendata
[4] dataviz
[4] supportcfoi
[2] elpaso
[2] texas
[2] potus
[2] mnwx

Top Hashtags in Tweet in G3:
[4] otd
[4] digitalart
[4] sophietaeuberarp
[4] constructivism
[3] ukraine
[3] arctique
[2] harvardartmuseums
[2] josefalbers
[2] cáentrenós
[2] maislivrosmenosarmas

Top Hashtags in Tweet in G4:
[8] iranrevolution
[4] spionage
[4] teichtmeister
[4] europe
[4] datascience
[4] iran
[4] irgcterrorists
[3] ukraine
[3] kptbs
[2] geheimeswien

Top Hashtags in Tweet in G5:
[22] gapol
[13] otd
[6] history
[4] onthisday
[4] ad
[3] rstats
[2] hunkerdownday
[2] icymi
[2] alexanderhamilton
[2] congress

Top Hashtags in Tweet in G6:
[7] indieweb
[4] socialmedia
[4] midrange
[4] opendnd
[3] txlege
[2] dma
[2] mastodon
[2] apple
[2] transtwitter
[2] transrightsarehumanrights

Top Hashtags in Tweet in G7:
[8] opengov
[2] delhiinthedark
[2] dark
[2] nsogroup
[2] whatsapp
[2] pegasus
[2] eriepa
[2] watervilleme
[2] factchecker
[2] waleg

Top Hashtags in Tweet in G8:
[25] covid19
[18] covid
[14] omicron
[9] chatgpt
[8] chine
[6] grippe
[6] retraites
[5] ai
[4] education
[4] osint

Top Hashtags in Tweet in G9:
[8] dnipro
[4] afpgraphics
[3] chatgpt
[3] ukraine
[3] bcujournos
[2] uganda
[2] ebola
[2] cop28
[2] startmeup
[2] sweden

Top Hashtags in Tweet in G10:
[6] dataviz
[6] lützerath
[5] stadtflucht
[4] openaccess
[3] svelte
[3] klimadashboard
[3] luetzerath
[2] bremen
[2] teichtmeister
[2] meded

Top Words
Top Words in Tweet in Entire Graph:
[2881] de
[1286] la
[906] en
[529] die
[519] el
[479] people
[474] data
[411] un
[392] des
[367] like

Top Words in Tweet in G1:
[103] data
[48] work
[47] toolbox
[45] news
[45] people
[45] journalist's
[43] read
[42] remains
[42] journalists
[40] journalism

Top Words in Tweet in G2:
[45] people
[44] like
[40] data
[35] nhs
[30] time
[24] house
[23] die
[23] good
[22] think
[22] story

Top Words in Tweet in G3:
[487] de
[165] em
[157] da
[115] com
[96] os
[89] para
[81] dos
[79] não
[69] uma
[64] por

Top Words in Tweet in G4:
[163] die
[157] der
[122] und
[85] von
[81] das
[62] es
[57] für
[56] ist
[56] zu
[53] ich

Top Words in Tweet in G5:
[29] georgia
[27] de
[23] state
[22] #gapol
[20] washingtonpost
[19] la
[18] seasonal
[18] story
[18] records
[17] people

Top Words in Tweet in G6:
[33] people
[31] like
[21] news
[19] time
[17] data
[17] read
[17] strike
[16] texas
[14] good
[13] bad

Top Words in Tweet in G7:
[24] public
[18] democracy
[17] government
[16] people
[15] open
[14] americans
[13] read
[13] being
[12] house
[11] transparency

Top Words in Tweet in G8:
[608] de
[360] la
[252] en
[234] des
[224] le
[221] les
[162] et
[131] un
[126] une
[117] du

Top Words in Tweet in G9:
[43] de
[30] la
[22] du
[21] people
[18] data
[18] dnipro
[16] les
[15] search
[15] et
[15] missile

Top Words in Tweet in G10:
[100] die
[69] und
[46] der
[31] haben
[27] zu
[26] mit
[24] den
[24] aus
[24] wir
[23] bei

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[296] de,la
[83] en,el
[74] de,los
[66] en,la
[60] social,media
[45] journalist's,toolbox
[45] george,santos
[38] de,las
[36] covid,19
[34] native,american

Top Word Pairs in Tweet in G1:
[45] journalist's,toolbox
[29] native,american
[19] american,remains
[17] resources,journalist's
[15] york,city
[12] newsletter,subscribe
[12] toolbox,subscribe
[12] training,channel
[12] 20,21
[12] subscribe,journalist's

Top Word Pairs in Tweet in G2:
[14] excess,deaths
[10] twin,cities
[9] space,world
[8] plant,trees
[8] star,wars
[7] world,everyone's
[7] exclusive,companies
[7] everyone's,schemes
[7] data,reveals
[7] reveals,space

Top Word Pairs in Tweet in G3:
[24] em,brasília
[14] jeff,beck
[14] de,bolsonaro
[14] nas,redes
[13] palácio,planalto
[12] de,janeiro
[10] mais,de
[10] redes,sociais
[10] governo,federal
[10] cartão,corporativo

Top Word Pairs in Tweet in G4:
[11] und,die
[10] aus,dem
[8] gibt,es
[8] ist,es
[8] über,die
[7] nicht,mehr
[6] ich,habe
[6] ein,paar
[6] ich,kann
[6] von,betroffenen

Top Word Pairs in Tweet in G5:
[11] seasonal,affective
[11] affective,disorder
[8] ball,clouds
[8] piece,seasonal
[8] atmospheric,rivers
[8] family,cotton
[8] cotton,ball
[7] clouds,help
[7] help,illustrate
[7] disorder,well

Top Word Pairs in Tweet in G6:
[7] post,news
[6] people,leave
[6] bored,apes
[5] robert,fratta
[4] social,media
[4] fisher,price
[4] big,tech
[4] apes,guys
[4] apps,appear
[4] percentage,publishers

Top Word Pairs in Tweet in G7:
[5] social,media
[5] level,impact
[4] peaceful,transfer
[4] people,disabilities
[4] house,chamber
[4] great,piece
[4] ordinary,americans
[4] profit,hospitals
[4] transfer,power
[4] covid,19

Top Word Pairs in Tweet in G8:
[88] de,la
[27] nombre,de
[25] en,france
[24] le,nombre
[23] la,carte
[21] dans,les
[17] dans,le
[16] de,décès
[16] en,soins
[16] la,semaine

Top Word Pairs in Tweet in G9:
[10] de,la
[8] semantic,search
[8] russian,missile
[7] missile,strike
[7] warmest,record
[7] european,countries
[7] analysis,nielsdhg
[6] records,2022
[6] temperature,records
[6] summer,analysis

Top Word Pairs in Tweet in G10:
[15] wir,haben
[14] bei,zeitonline
[13] hat,die
[12] und,aus
[11] die,städte
[10] ausgewertet,titel
[10] neues,jahr
[10] jahr,neues
[10] haben,bei
[10] aus,großstädten

Top Replied-To
Top Replied-To in Entire Graph:
@msoares
@newslambert
@faanews
@alunodofundo
@sentine14542076
@li22liberdade2
@projectjupyter
@adamparsonz
@joost_danvers

Top Replied-To in G1:
@projectjupyter
@yoohyun_jung
@jimgray17710373
@sfchronicle
@maryhudetz
@keribla
@niemanlab
@annette_choi
@jeffpassan
@skol_life

Top Replied-To in G2:
@aviwoolf
@karafagan
@alexmicheletti
@titonka
@paldhous
@baseballot
@auren
@aedwardslevy
@erin_bartram
@stegallsaurus

Top Replied-To in G3:
@msoares
@gabilotta
@beatrizbulla
@gabrielacaesar
@xicosa
@leilasterenberg
@nevesneto
@raphaelpreto1
@gobackto505
@carvalholua

Top Replied-To in G4:
@mariakmoser
@nordlichtpercht
@headteacherchat
@claus_pandi
@l4ndvogt
@dorisbleyer
@derkeiler
@moser_at
@martinballuch
@slava__bobrov

Top Replied-To in G5:
@briannawu
@smithhelmut
@jburnmurdoch
@sunsetmma
@newsbysamuels
@panarmstrong

Top Replied-To in G6:
@aaronpk
@montezumachavez
@null_l33t
@mberk
@holmesmikotoba
@myles_younger
@saltykiwi79
@the_oldpain
@penumbraeleo
@lucy_bees

Top Replied-To in G7:
@thedudenursern
@schwarzenegger
@okwildlifedept
@deb_lavoy
@publicdeclass
@ezraacohen
@ftrain
@nhtsagov
@lornetweets
@mr_jacksonandon

Top Replied-To in G8:
@larevuenouvelle
@cq94
@matthieuslisse
@geo_gavalda
@tudigou
@kamelbounouar
@igruez
@corentinctrn
@panda31808732
@ebrownien

Top Replied-To in G9:
@rowancockett
@nielsdhg
@fredplogue
@shelleydeane
@wendylyon
@ikirigin
@paulbradshaw
@lawrie
@mmartynas
@martharichler

Top Replied-To in G10:
@floriangathmann
@mortenjust
@joshuapekera
@zeitonline
@moebio
@rasenlatscherrb
@lisacmuth

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@propublica
@washingtonpost
@ire_nicar
@zeitonline
@wsj
@sfchronicle
@taoquei1
@blakehounshell
@thetimes

Top Mentioned in G1:
@propublica
@ire_nicar
@sfchronicle
@newmarkjschool
@ashnguuu
@marshallproj
@asuozzo
@ajc
@harshareports
@janiehaseman

Top Mentioned in G2:
@thetimes
@blakehounshell
@nytblake
@times__earth
@numlockam
@blackhartstp
@brett_a_taylor
@emgusk
@theodoricmeyer
@tobiaraji

Top Mentioned in G3:
@nytimes
@lulaoficial
@_fiquemsabendo
@msoares
@lemondefr
@estadao
@nytgraphics
@agenciapublica
@franceculture
@delphinepapin

Top Mentioned in G4:
@pcsfueralle
@cl__an
@ausunserersicht
@karlnehammer
@kiki1bail
@baranna5
@at_oesi
@zeisbaerger
@georg2540
@korlda

Top Mentioned in G5:
@washingtonpost
@wapodavenport
@potus
@lindseybever
@andrewvandam
@maxar
@wneff
@asteckelberg
@darwinbondgraha
@postgraphics

Top Mentioned in G6:
@jordanbpeterson
@nynurses
@texastribune
@govkathyhochul
@alex__mar
@gothamist
@twitter
@schnarfed
@denicmarko
@mountsinainyc

Top Mentioned in G7:
@potus
@speakermccarthy
@blakehounshell
@restofworld
@whitehouse
@cdcgov
@demandprogress
@lulaoficial
@tesla
@theintercept

Top Mentioned in G8:
@le_parisien
@mediacites
@libe
@matthieuslisse
@meteofrance
@paulineverge
@education_gouv
@santepubliquefr
@lesechos
@ifopopinion

Top Mentioned in G9:
@guardian
@nielsdhg
@camillahodgson
@afp
@openai
@latribune
@ciaranoconnor
@irishtimesoped
@porcelinad
@c_aguilargarcia

Top Mentioned in G10:
@zeitonline
@sz
@ft
@cbsnews
@christinaberndt
@fin
@s_muellerhansen
@alexebarker
@lauracwiertnia
@jburnmurdoch

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@spotifycares
@united
@elpitazotv
@httweets
@inquirerdotnet
@limportant_fr
@evankirstel
@thehill
@abscbnnews

Top Tweeters in G1:
@reuters
@mercnews
@time
@denverchannel
@ajc
@ap
@houstonchron
@kcstar
@chrisgeidner
@sfchronicle

Top Tweeters in G2:
@nycsouthpaw
@tchalla_fett
@rawstory
@byjenamiller
@chris_steller
@theipaper
@thetimes
@joshtpm
@daveweigel
@thestreet

Top Tweeters in G3:
@biobio
@business
@folha
@uolnoticias
@slate
@estadao
@nytimes
@choracuica
@lemondefr
@eldiarioes

Top Tweeters in G4:
@thehill
@thesun
@littlewisehen
@standardnews
@natsecjeff
@terrinakamura
@jerusalem_post
@moschaefer66
@kachelmann
@parismatch

Top Tweeters in G5:
@nmas
@foro_tv
@washingtonpost
@nolanews
@nytimesworld
@jeffreyguterman
@wwltv
@newshour
@davewiner
@dobrienatl

Top Tweeters in G6:
@spotifycares
@buffer
@aliceavizandum
@abc
@techcrunch
@verge
@planetfitness
@holmesmikotoba
@chronotope
@jason_kint

Top Tweeters in G7:
@indianexpress
@doctorow
@tmz
@anildash
@digiphile
@google
@karaswisher
@techmeme
@kitson
@glennkesslerwp

Top Tweeters in G8:
@chidambara09
@limportant_fr
@le_parisien
@lesechos
@shi4tech
@franceinfo
@lehmanndrc
@libe
@fmfrancoise
@lexpress

Top Tweeters in G9:
@guardian
@afp
@emilylhauser
@ecowarriorss
@stephenkb
@euan_macdonald
@platinummind
@copcrime
@latribune
@bumpergraham

Top Tweeters in G10:
@valaafshar
@cbsnews
@omahagemgirl
@ft
@zeitonline
@sz
@zunguzungu
@hradzka
@wolfheilmann
@zeynep


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