list:19390498 filter:links until:2022-03-07, Twitter, 3/7/2022 9:30:06 PM, 272747


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list:19390498 filter:links until:2022-03-07 Twitter NodeXL SNA Map and Report for Monday, 07 March 2
list:19390498 filter:links until:2022-03-07 Twitter NodeXL SNA Map and Report for Monday, 07 March 2
From:
SMRFoundation
Uploaded on:
March 07, 2022
Short Description:
list:19390498 filter:links until:2022-03-07 via NodeXL https://bit.ly/3IQtMBu
@adolflow
@moritz_wichmann
@nytimes
@arubiocampana
@gavinsblog
@zeisbaerger
@bellingcat
@digiphile
@chronotope
@dhmontgomery

Top hashtags:
#ukraine
#nicar22
#russia
#ukrainerussiawar

Description:
Description
The graph represents a network of 9,337 Twitter users whose recent tweets contained "list:19390498 filter:links until:2022-03-07", 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, 07 March 2022 at 19:04 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 52-minute period from Sunday, 27 February 2022 at 06:53 UTC to Sunday, 06 March 2022 at 23:46 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 : 9337
Unique Edges : 17548
Edges With Duplicates : 12550
Total Edges : 30098
Number of Edge Types : 5
Retweet : 8425
Tweet : 8781
Mentions : 6880
MentionsInRetweet : 5015
Replies to : 997
Self-Loops : 8859
Reciprocated Vertex Pair Ratio : 0.0255300999268828
Reciprocated Edge Ratio : 0.0497890796744103
Connected Components : 162
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 8878
Maximum Edges in a Connected Component : 29223
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.062083
Graph Density : 0.000193081968624335
Modularity : 0.498911
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,337 Twitter users whose recent tweets contained "list:19390498 filter:links until:2022-03-07", 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, 07 March 2022 at 19:04 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 52-minute period from Sunday, 27 February 2022 at 06:53 UTC to Sunday, 06 March 2022 at 23:46 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 until:2022-03-07
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:
[48] https://www.swr.de/swraktuell/coronavirus-karte-100.html
[39] https://news.sky.com/story/sky-news-teams-harrowing-account-of-their-violent-ambush-in-ukraine-this-week-12557585
[34] https://www.ft.com/content/4351d5b0-0888-4b47-9368-6bc4dfbccbf5
[30] https://nytimesguild.org/tech-vote-count
[28] https://twitter.com/Calthalas/status/1498998318755680260
[24] https://gmgunion.com/
[23] https://elpais.com/internacional/2022-03-02/mapa-de-la-guerra-en-ucrania.html
[23] https://schedules.ire.org/nicar-2022/
[22] https://www.ajc.com/gdpr.html
[20] https://twitter.com/esquire/status/1498301077682376707

Top URLs in Tweet in G1:
[32] https://www.ft.com/content/4351d5b0-0888-4b47-9368-6bc4dfbccbf5
[23] https://elpais.com/internacional/2022-03-02/mapa-de-la-guerra-en-ucrania.html
[15] https://www.thetimes.co.uk/article/ten-days-of-war-through-the-eyes-of-ukrainians-5tkswz50s
[15] https://boards.eu.greenhouse.io/financialtimes33/jobs/4023941101
[13] https://twitter.com/Calthalas/status/1498998318755680260
[12] https://gijn.org/2022/03/04/data-journalism-top-10-ukraine-covid-clothing-food-gijn/
[12] https://www.nytimes.com/interactive/2022/02/23/business/office-vaccine-mandate.html
[11] https://www.nytimes.com/live/2022/03/05/world/russia-ukraine/stop-firing-a-look-inside-the-zaporizhzhia-nuclear-plant-as-russian-forces-attacked
[11] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html
[9] https://news.sky.com/story/sky-news-teams-harrowing-account-of-their-violent-ambush-in-ukraine-this-week-12557585

Top URLs in Tweet in G2:
[29] https://nytimesguild.org/tech-vote-count
[23] https://gmgunion.com/
[20] https://twitter.com/esquire/status/1498301077682376707
[18] https://twitter.com/gmgunion/status/1498661232030666752
[17] https://schedules.ire.org/nicar-2022/
[13] https://twitter.com/NYTGuildTech/status/1499375784917716996
[13] https://apps.texastribune.org/features/2022/texas-election-results-2022-primary/
[12] https://www.gofundme.com/f/a2zgjx-support-striking-gmg-union-workers
[10] https://worldle.teuteuf.fr
[10] https://www.latimes.com/projects/ukraine-civilians-refugees-russian-invasion/

Top URLs in Tweet in G3:
[19] https://www.lamarea.com/2022/02/28/entrevista-antonio-rubio/
[8] https://twitter.com/RTVEMelilla/status/1499475809987350534
[6] https://www.rtve.es/noticias/20220305/huida-hungria-estudiantes-extranjeros-guerra-ucrania/2302963.shtml
[6] https://www.eldiario.es/sociedad/espana-supera-100-000-muertes-oficiales-inicio-pandemia_1_8793311.html
[6] https://elpais.com/comunicacion/el-pais-que-hacemos/2022-02-27/el-pais-lanza-el-podcast-diario-hoy-en-el-pais.html
[5] https://elpais.com/comunicacion/el-pais-que-hacemos/2022-02-27/el-pais-lanza-el-podcast-diario-hoy-en-el-pais.html?ssm=TW_CC
[4] https://twitter.com/ereija/status/1500142584496377865
[4] https://twitter.com/delRioPilar/status/1498714163274735625
[4] https://salabbk.bbk.eus/survivor/
[4] https://www.eldiario.es/blog/al-dia/podcast-seis-dias-guerra-diario-resistencia_132_8794004.html

Top URLs in Tweet in G4:
[10] https://news.sky.com/story/sky-news-teams-harrowing-account-of-their-violent-ambush-in-ukraine-this-week-12557585
[6] https://twitter.com/gavinsblog/status/1499856285357023232
[6] https://www.nytimes.com/2022/03/02/nyregion/nyc-jail-beating-rikers.html
[6] https://apnews.com/article/russia-ukraine-europe-a8bb96288aaf70f9a7f70e9a4fac8160
[4] https://twitter.com/naomibsf/status/1497849743472349185
[4] https://www.nytimes.com/2022/03/06/world/europe/ukraine-irpin-civilian-death.html
[4] https://www.bbc.co.uk/iplayer/episode/p0bsc8v5/seven-days-that-changed-the-world
[4] https://www.theguardian.com/world/2022/mar/01/it-might-be-the-last-chance-to-get-out-citizens-flee-kyiv-as-assault-intensifies
[4] https://www.theglobeandmail.com/world/article-ukrainians-fleeing-war-with-russia-share-the-items-they-couldnt-leave/
[3] https://twitter.com/AlexSelbyB/status/1427242656552398848

Top URLs in Tweet in G5:
[8] https://www.nytimes.com/2022/03/03/technology/ukraine-war-misinfo.html
[6] https://digiphile.medium.com/white-house-silence-and-inaction-on-open-government-should-prompt-review-by-open-government-ba14f9dcada7
[4] https://twitter.com/NYCMayor/status/1498054449083953153
[4] https://twitter.com/lewis_goodall/status/1500182600798937090
[3] https://twitter.com/digiphile/status/1341417256149020674
[3] https://vaccinate.oklahoma.gov/en-US/
[3] https://www.vaccines.gov/
[3] https://protect-public.hhs.gov/pages/hospital-utilization
[3] https://twitter.com/AP/status/1498065419822936073
[3] https://twitter.com/lewis_goodall/status/1497902701253963777

Top URLs in Tweet in G6:
[9] https://www.washingtonpost.com/opinions/interactive/2022/ukraine-russia-war-what-like-leave-kyiv/
[6] https://podfollow.com/e/110207
[5] https://twitter.com/pcaruanagalizia/status/1499289115342385157
[4] https://www.economist.com/graphic-detail/2022/02/28/russians-in-every-major-city-and-region-call-for-nowar
[4] https://www.youtube.com/watch?v=KXdKLIt7D2U&feature=youtu.be

[3] https://twitter.com/MatthewdAncona/status/1498352151910887431
[3] https://www.independent.com.mt/articles/2022-03-03/local-news/Company-owned-by-Russian-Malta-golden-passport-holder-blocked-on-London-Stock-Exchange-6736241122
[3] https://www.nytimes.com/2022/03/05/opinion/ukraine-russia-invasion.html
[3] https://bookis.com/en-no/community/user/42997/profile?utm_source=bookis&utm_medium=refferal&utm_campaign=shared-forsale-42997
[3] https://www.nytimes.com/interactive/2022/03/02/opinion/ukraine-charity-donation-guide.html?smid=tw-share

Top URLs in Tweet in G7:
[10] https://twitter.com/skoczela/status/1498850865775624196
[6] https://apnews.com/hub/2022-midterm-elections
[5] https://fivethirtyeight.com/features/americans-care-about-the-invasion-of-ukraine-but-that-doesnt-mean-they-will-rally-around-biden/
[4] https://twitter.com/i/spaces/1YpKkZqALzVxj
[4] https://projects.fivethirtyeight.com/redistricting-2022-maps/florida/
[4] https://www.washingtonpost.com/politics/2022/03/01/could-congress-let-you-seize-this-russian-oligarchs-yacht/
[4] https://www.washingtonpost.com/politics/2022/03/02/ludicrous-effort-pretend-that-increasing-voter-turnout-is-nefarious/
[3] https://warontherocks.com/2021/11/feeding-the-bear-a-closer-look-at-russian-army-logistics/
[3] https://fivethirtyeight.com/features/the-gop-is-still-largely-skeptical-of-putin-for-now/
[3] https://twitter.com/JackFritzWIP/status/1498637090799734784

Top URLs in Tweet in G8:
[3] https://www.deutschebahn.com/de/presse/pressestart_zentrales_uebersicht/Bahn-erleichtert-Gefluechteten-aus-der-Ukraine-Weiterreise-nach-Deutschland-Sonderzuege-in-Planung-7311236
[3] https://prospect.org/politics/progressives-gain-foothold-in-texas/
[3] https://twitter.com/srodan/status/1499816010404220940
[3] https://www.bpb.de/themen/kriege-konflikte/innerstaatliche-konflikte/159987/konfliktsensibler-journalismus/
[3] https://twitter.com/sbreakintl/status/1498619303717142529
[3] https://www.walesonline.co.uk/news/uk-news/russias-attack-ukraine-numbers-after-23269383
[2] https://slate.com/news-and-politics/2022/03/covid-vaccine-judge-navy-warship-religious-freedom.html
[2] https://www.wsj.com/articles/russia-recruiting-syrians-for-urban-combat-in-ukraine-u-s-officials-say-11646606234?st=awtgh8kcy1velr2&reflink=desktopwebshare_twitter
[2] https://www.theguardian.com/politics/2022/feb/27/grocery-workers-seek-better-pay-chains-reap-huge-profits
[2] https://twitter.com/navalny/status/1498948051112763392

Top URLs in Tweet in G9:
[6] https://news.sky.com/story/sky-news-teams-harrowing-account-of-their-violent-ambush-in-ukraine-this-week-12557585
[5] https://www.civilservicejobs.service.gov.uk/csr/jobs.cgi?jcode=1775279
[5] https://edition.cnn.com/interactive/2022/03/world/ukraine-satellite-images/
[4] https://twitter.com/jinkding/status/1498430174580326403
[4] https://qz.com/2135680/a-visual-explainer-of-swift-the-payment-system-cut-off-to-russia/
[4] https://aje.io/9ksmj9
[4] https://www.aljazeera.com/news/2022/2/28/russia-ukraine-crisis-in-maps-and-charts-live-news-interactive
[4] https://twitter.com/i/spaces/1kvJpAdlABXxE
[4] https://twitter.com/vi_gayle/status/1499092324261015553
[3] https://www.aljazeera.com/news/2022/2/26/map-which-countries-are-accepting-ukrainian-refugees-interactive

Top URLs in Tweet in G10:
[9] https://theprint.in/india/haqqani-networks-sirajuddin-haqqani-makes-rare-public-appearance-struggles-in-reciting-quran/861165/
[5] https://twitter.com/skbozphd/status/1499298691156705282
[4] https://www.hindustantimes.com/opinion/the-dismal-functioning-of-democracy-in-indian-states-101646468969560.html
[4] https://theprint.in/features/kerala-actor-dileep-case-just-got-bigger-leaked-tapes-to-bank-transfer-and-courtroom-drama/839083/
[4] https://theprint.in/politics/in-ups-mau-gangster-mukhtar-ansaris-sport-shooter-son-is-using-clean-image-to-gun-for-votes/856849/
[4] https://theprint.in/india/education/first-china-now-ukraine-doctor-dreams-up-in-smoke-for-many-as-covid-war-deal-twin-blows/856541/
[4] https://theprint.in/world/all-about-the-nuclear-balance-in-europe-how-many-weapons-and-who-controls-them/853105/
[3] https://www.hindustantimes.com/india-news/no-evidence-aryan-was-partof-conspiracy-finds-ncb-s-sit-101646159263967.html
[3] https://twitter.com/NPDay/status/1498299419300548616
[3] https://ruralindiaonline.org/en/articles/in-kheri-changing-sides-for-health/

Top Domains
Top Domains in Tweet in Entire Graph:
[5674] twitter.com
[422] nytimes.com
[297] trib.al
[295] youtube.com
[294] washingtonpost.com
[288] co.uk
[287] reuters.com
[174] ft.com
[125] theguardian.com
[125] bloomberg.com

Top Domains in Tweet in G1:
[1032] twitter.com
[149] nytimes.com
[136] trib.al
[133] ft.com
[118] reuters.com
[85] co.uk
[84] elpais.com
[72] eldiario.es
[70] washingtonpost.com
[57] youtube.com

Top Domains in Tweet in G2:
[1234] twitter.com
[86] nytimes.com
[60] youtube.com
[57] google.com
[50] usafacts.org
[46] journaliststoolbox.org
[44] washingtonpost.com
[43] icij.org
[43] latimes.com
[40] trib.al

Top Domains in Tweet in G3:
[168] twitter.com
[44] eldiario.es
[31] elpais.com
[21] lamarea.com
[16] rtve.es
[14] elconfidencial.com
[12] maldita.es
[12] republica.com
[12] congresoperiodismo.com
[11] publico.es

Top Domains in Tweet in G4:
[344] twitter.com
[29] nytimes.com
[24] theglobeandmail.com
[15] washingtonpost.com
[13] youtube.com
[12] apnews.com
[12] reuters.com
[12] co.uk
[10] sky.com
[9] irishexaminer.com

Top Domains in Tweet in G5:
[270] twitter.com
[30] nytimes.com
[21] washingtonpost.com
[10] whitehouse.gov
[9] cdc.gov
[7] trib.al
[7] oklahomawatch.org
[6] medium.com
[5] wikipedia.org
[5] axios.com

Top Domains in Tweet in G6:
[264] twitter.com
[19] washingtonpost.com
[17] nytimes.com
[12] tortoisemedia.com
[11] theguardian.com
[10] economist.com
[8] co.uk
[8] facebook.com
[8] nrk.no
[7] wikipedia.org

Top Domains in Tweet in G7:
[346] twitter.com
[72] washingtonpost.com
[38] fivethirtyeight.com
[15] trib.al
[12] nytimes.com
[10] apnews.com
[9] reddit.com
[9] tagesanzeiger.ch
[7] youtube.com
[5] boltsmag.org

Top Domains in Tweet in G8:
[174] twitter.com
[17] co.uk
[14] neues-deutschland.de
[9] theguardian.com
[9] reuters.com
[8] nd-aktuell.de
[7] substack.com
[6] ft.com
[6] bloomberg.com
[6] yougov.com

Top Domains in Tweet in G9:
[174] twitter.com
[30] co.uk
[17] gov.uk
[16] qz.com
[11] aljazeera.com
[9] cnn.com
[7] washingtonpost.com
[7] aje.io
[7] github.com
[6] trib.al

Top Domains in Tweet in G10:
[104] twitter.com
[80] theprint.in
[18] youtube.com
[15] hindustantimes.com
[15] usatoday.com
[12] thehindu.com
[8] jsonline.com
[8] indiatimes.com
[6] azcentral.com
[6] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[838] ukraine
[408] nicar22
[216] russia
[124] ukrainerussiawar
[123] breaking
[98] kyiv
[97] dataviz
[79] sotu
[71] ddj
[62] coronavirus



Top Hashtags in Tweet in G1:
[356] ukraine
[126] russia
[102] breaking
[63] ukrainerussiawar
[59] kyiv
[47] kharkiv
[42] dataviz
[41] nicar22
[39] ukrainewar
[37] suissesecrets

Top Hashtags in Tweet in G2:
[337] nicar22
[49] sotu
[43] nicar2022
[35] ukraine
[31] ericssonlist
[28] gmgstrike
[26] rstats
[23] journalism
[14] copolitics
[13] techguildyes

Top Hashtags in Tweet in G3:
[18] ucrania
[12] podcast
[12] congresohuesca
[8] imasurvivor
[6] periodismo
[6] guerraucrania
[6] daily
[4] ukrainefacts
[4] noalaguerra
[4] josésaramago

Top Hashtags in Tweet in G4:
[60] ukraine
[19] kyiv
[9] russia
[8] ukrainerussiawar
[5] standwithukraine
[4] war
[4] breaking
[4] putin
[4] standtogether
[4] united

Top Hashtags in Tweet in G5:
[19] opengov
[10] sunshineweek
[8] covid19
[7] sotu
[7] okleg
[6] okhealth
[4] ukraine
[3] sarscov2
[3] russia
[3] ynwa

Top Hashtags in Tweet in G6:
[23] ukraine
[14] russia
[6] putin
[4] european
[4] westandwithukraine
[4] slavaukraini
[4] pressfreedom
[4] ukraineinvasion
[3] moldova
[3] kyiv

Top Hashtags in Tweet in G7:
[12] ukraine
[7] mapoli
[7] ukrainerussiawar
[6] tx28
[6] apracecall
[5] covid19
[4] mlb
[4] twitterstorians
[4] mnwx
[4] kyiv

Top Hashtags in Tweet in G8:
[64] ukraine
[16] ukrainekrieg
[12] russia
[11] putin
[10] russland
[6] berlin
[5] b2702
[5] protest
[5] tx28
[5] sotu

Top Hashtags in Tweet in G9:
[13] ukraine
[6] dataviz
[6] journojobs
[6] africansinukraine
[5] ukrainerussiawar
[4] jupyter
[4] putin
[3] nicar22
[3] ddj
[3] noalaguerra

Top Hashtags in Tweet in G10:
[8] afghanistan
[4] cuttheclutter
[4] russia
[4] pageturner
[4] kharkiv
[4] shanewarne
[3] foia
[3] ukraine
[2] covid19
[2] breaking

Top Words
Top Words in Tweet in Entire Graph:
[5531] de
[3103] la
[2356] ukraine
[2254] en
[1785] russian
[1637] el
[1188] war
[1147] russia
[1057] people
[892] un

Top Words in Tweet in G1:
[2479] de
[1539] la
[1011] en
[823] el
[780] ukraine
[650] russian
[457] los
[376] un
[373] war
[365] russia

Top Words in Tweet in G2:
[334] #nicar22
[293] data
[249] ukraine
[244] people
[183] like
[171] work
[156] news
[146] story
[139] journalism
[138] time

Top Words in Tweet in G3:
[1186] de
[724] la
[602] en
[560] el
[262] los
[227] por
[217] con
[181] del
[176] un
[152] las

Top Words in Tweet in G4:
[193] ukraine
[183] russian
[109] russia
[102] war
[77] ukrainian
[76] kyiv
[61] #ukraine
[55] people
[54] city
[41] like

Top Words in Tweet in G5:
[58] ukraine
[48] russian
[47] war
[45] people
[41] russia
[41] public
[39] potus
[37] state
[33] covid
[31] open

Top Words in Tweet in G6:
[122] russian
[115] ukraine
[73] war
[65] russia
[57] de
[55] people
[55] putin
[51] på
[50] ukrainian
[49] og

Top Words in Tweet in G7:
[98] ukraine
[77] russian
[63] russia
[59] people
[57] war
[46] map
[43] like
[41] putin
[38] invasion
[38] state

Top Words in Tweet in G8:
[235] der
[205] die
[140] und
[128] ukraine
[91] den
[90] ist
[86] russian
[82] war
[80] das
[79] zu

Top Words in Tweet in G9:
[79] ukraine
[63] russian
[54] people
[43] data
[39] russia
[37] de
[36] la
[34] time
[33] news
[27] war

Top Words in Tweet in G10:
[86] क
[65] ukraine
[49] र
[45] india
[44] ह
[41] य
[36] म
[36] द
[35] war
[34] स

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[682] de,la
[250] en,el
[240] en,la
[240] invasion,ukraine
[176] de,los
[163] war,ukraine
[162] la,guerra
[126] russian,invasion
[118] social,media
[113] russian,forces

Top Word Pairs in Tweet in G1:
[366] de,la
[129] en,la
[117] en,el
[110] la,guerra
[102] de,los
[86] invasion,ukraine
[63] de,ucrania
[61] russian,forces
[60] war,ukraine
[58] russian,troops

Top Word Pairs in Tweet in G2:
[40] journalist's,toolbox
[33] data,journalism
[31] #sotu,usafacts
[29] fair,contract
[29] invasion,ukraine
[28] social,media
[26] gizmodo,jalopnik
[26] jalopnik,jezebel
[26] jezebel,kotaku
[26] kotaku,lifehacker

Top Word Pairs in Tweet in G3:
[140] de,la
[93] en,el
[86] en,la
[62] de,los
[41] través,de
[40] la,guerra
[38] de,marzo
[35] de,las
[26] con,el
[26] de,una

Top Word Pairs in Tweet in G4:
[13] russian,troops
[13] invasion,ukraine
[13] russian,forces
[12] war,ukraine
[9] march,2022
[9] air,force
[8] russian,invasion
[7] central,bank
[7] bbc,news
[7] molotov,cocktails

Top Word Pairs in Tweet in G5:
[17] covid,19
[9] open,data
[9] cdcgov,ameracadpeds
[8] open,government
[8] megynkelly,cdcgov
[7] potus,vp
[6] far,right
[6] state,media
[6] social,media
[6] daily,cases

Top Word Pairs in Tweet in G6:
[10] er,ikke
[10] det,er
[9] invasion,ukraine
[8] house,lords
[8] boris,johnson
[8] golden,passport
[8] russian,troops
[7] russian,oligarchs
[6] russian,soldiers
[6] evgeny,lebedev

Top Word Pairs in Tweet in G7:
[19] invasion,ukraine
[12] russian,invasion
[10] state,union
[9] map,collection
[8] russian,military
[8] war,ukraine
[8] foreign,policy
[7] state,house
[6] louisiana,reported
[6] cases,tests

Top Word Pairs in Tweet in G8:
[21] der,ukraine
[18] der,#ukraine
[17] invasion,ukraine
[17] den,krieg
[14] gegen,den
[12] für,die
[11] es,ist
[10] auf,der
[10] auf,den
[10] anti,war

Top Word Pairs in Tweet in G9:
[11] team,senior
[11] russian,invasion
[10] invasion,ukraine
[10] data,visualisation
[9] russian,forces
[9] russian,attacks
[8] big,tech
[7] russia,invasion
[7] ukrainian,refugees
[7] social,media

Top Word Pairs in Tweet in G10:
[18] reports,theprint
[14] क,य
[10] ukraine,war
[10] த,த
[9] न,व
[8] ह,ए
[8] ह,क
[8] க,ற
[8] shane,warne
[7] struggles,reciting

Top Replied-To
Top Replied-To in Entire Graph:
@mchowla
@thankscancer
@rapplerdotcom
@nytgraphics
@dominikbertrams
@evergreendata
@coreyatad
@landaudaniel
@healthyoklahoma
@chrislkellerabq

Top Replied-To in G1:
@nytgraphics
@evergreendata
@trbrtc
@pinakographos
@maxcroser
@afpphoto
@correctiv_org
@spatialanalysis
@julesgrandin
@reutersgraphics

Top Replied-To in G2:
@mchowla
@coreyatad
@chrislkellerabq
@forestgregg
@tylrfishr
@anfuller
@jeremybowers
@pbannist
@emmacarew
@cd_hooks

Top Replied-To in G3:
@elfaroser

Top Replied-To in G4:
@knocklyonnet
@malwarejake
@bbcyaldahakim
@longhornderek
@dahvnyc
@gavreilly
@digitalhen
@phildstewart
@landatthebottom
@irg111

Top Replied-To in G5:
@healthyoklahoma
@erikbootsma
@qubilahhudd
@sandramoscoso
@jeffjarvis
@vegasstevo
@whitehouse
@katemaltby
@nytguildtech
@brooklynmarie

Top Replied-To in G6:
@maltagov
@stephenking
@hyper_linda
@syklemil
@delveien
@therickwilson
@markslarks
@procella12
@mattagius
@davidjkm

Top Replied-To in G7:
@john_sipher
@oryxspioenkop
@paul_hundred
@saintsforecast
@johnhultquist
@uscocksman
@scottcolesby
@shariefwdsu
@k_g_andersen
@garrettquinn

Top Replied-To in G8:
@dominikbertrams
@23rasm
@afpphoto
@thetruthisheah
@andrejnalin77
@asallime
@pitsandpints
@bendlerblogger
@ndege
@hanvoi

Top Replied-To in G9:
@ons
@jeremylittau
@amandaesque
@danithecole
@greglinch
@michaelehayden
@jonstahl
@laurenancona
@ngleicher
@roybahat

Top Replied-To in G10:
@badachie
@cedaashoka
@julie_kelly2
@bradheath
@hurrricanejoel
@cldichtenberg
@willhumble_az
@macaesbruno
@cricketingview
@nft_c0llect0rs

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@icijorg
@gmgunion
@ire_nicar
@el_pais
@lemondefr
@nytguildtech
@usafacts
@eldiarioes
@bellingcat

Top Mentioned in G1:
@nytimes
@sz
@financialtimes
@bellingcat
@occrp
@el_pais
@zeitonline
@ft
@icijorg
@kikollan

Top Mentioned in G2:
@gmgunion
@ire_nicar
@nytguildtech
@usafacts
@icijorg
@texastribune
@gizmodo
@nytimes
@jalopnik
@jezebel

Top Mentioned in G3:
@el_pais
@patriciasimon
@eldiarioes
@arubiocampana
@nikocastellano
@maldita
@anafuentesf
@la_ser
@juanlusanchez
@republica_com

Top Mentioned in G4:
@nytimes
@clivemyriebbc
@jamwaterhouse
@irishtimes
@bbclysedoucet
@orlaguerin
@bbcnews
@clarissaward
@fedorovmykhailo
@rtenews

Top Mentioned in G5:
@potus
@whitehouse
@cdcgov
@nycmayor
@ameracadpeds
@opengovpart
@megynkelly
@presssec
@asranomani
@whcos

Top Mentioned in G6:
@tortoise
@pcaruanagalizia
@borisjohnson
@iuliiamendel
@gemmanewby
@garyjmarshall90
@postopinions
@dkaleniuk
@theshiftnews
@guardian

Top Mentioned in G7:
@npr
@fivethirtyeight
@deutschewelle
@wbur
@baseballot
@pewresearch
@dw_innovation
@cbsnews
@rid1tweets
@cdcgov

Top Mentioned in G8:
@ndaktuell
@katrineberhardt
@jcisnerostx
@wsj
@elonmusk
@zelenskyyua
@graceblakeley
@yougovamerica
@meme_marianna
@yhdenvertaisuus

Top Mentioned in G9:
@ajenglish
@ajlabs
@cnn
@tbij
@un
@msnbc
@qz
@woldread
@ajplusespanol
@sadbumblebee

Top Mentioned in G10:
@theprintindia
@the_hindu
@bdutt
@wendyrogersaz
@nikhilrampal1
@nayanimabasu
@rukmini
@usatoday
@ronaldjhansen
@azcentral

Top Tweeters
Top Tweeters in Entire Graph:
@diariotalcual
@independent
@el_universal_mx
@httweets
@indiatoday
@thehill
@repubblica
@argojournal
@dailystar
@biobio

Top Tweeters in G1:
@diariotalcual
@independent
@el_universal_mx
@repubblica
@reuters
@ukrpravda_news
@business
@actualidadrt
@guardian
@el_pais

Top Tweeters in G2:
@ani
@lrozen
@yoda
@blackamazon
@amaditalks
@latimes
@mercnews
@abc7ny
@wsj
@variety

Top Tweeters in G3:
@abc_es
@publico_es
@rtvenoticias
@elmundoes
@rtve
@elconfidencial
@la_ser
@uninoticias
@elespanolcom
@ellarguero

Top Tweeters in G4:
@irishtimes
@nyctsubway
@globeandmail
@asteris
@noahpinion
@thejournal_ie
@maggienyt
@nbcnewyork
@joshtpm
@charlesarthur

Top Tweeters in G5:
@biobio
@politibunny
@nydailynews
@airlineflyer
@retiario
@kcstar
@wholefoods
@ava4bleue
@brooklynmarie
@nowthisnews

Top Tweeters in G6:
@therickwilson
@cindygallop
@peterjukes
@sunkist111
@raiphsays
@rainmaker1973
@halpernalex
@wef
@postopinions
@newrepublic

Top Tweeters in G7:
@thedailybeast
@cbsnews
@nbcwashington
@craigcalcaterra
@thewrap
@techcrunch
@askmetostay323
@npr
@heyratty
@fox32news

Top Tweeters in G8:
@argojournal
@mailsport
@halleverkehrt
@huffpostpol
@yahoonews
@cleanwatr
@reutersworld
@handelsblatt
@mikeelk
@alfonslopeztena

Top Tweeters in G9:
@dailystar
@cnn
@metrouk
@ajenglish
@msnbc
@cbcnews
@chrislepkowski
@ignis_fatum
@salon
@danamo

Top Tweeters in G10:
@httweets
@indiatoday
@aajtak
@hindustantimes
@the_hindu
@thequint
@usatoday
@forbes
@juneymb
@azcentral


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