StandwithUkraine, Twitter, 3/14/2022 10:52:34 PM, 273014


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StandwithUkraine Twitter NodeXL SNA Map and Report for Monday, 14 March 2022 at 20:49 UTC
StandwithUkraine Twitter NodeXL SNA Map and Report for Monday, 14 March 2022 at 20:49 UTC
From:
Smartkiwi
Uploaded on:
March 14, 2022
Short Description:
StandwithUkraine via NodeXL https://bit.ly/3KDsWsi
@klitschko
@olex_scherba
@avalaina
@bmay
@amy_siskind
@krzysztofbrejza
@defencehq
@zelenskyyua
@tonyhussein4
@potus

Top hashtags:
#standwithukraine
#stopthewar
#kyiv
#freeukraine
#weareallukrainians
#standtogether

Description:
Description
The graph represents a network of 17,029 Twitter users whose recent tweets contained "StandwithUkraine", 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, 14 March 2022 at 21:47 UTC.

The tweets in the network were tweeted over the 2-hour, 24-minute period from Monday, 14 March 2022 at 18:24 UTC to Monday, 14 March 2022 at 20:49 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 : 17029
Unique Edges : 20205
Edges With Duplicates : 4089
Total Edges : 24294
Number of Edge Types : 5
Retweet : 14742
Mentions : 2730
MentionsInRetweet : 2565
Replies to : 1463
Tweet : 2794
Self-Loops : 2895
Reciprocated Vertex Pair Ratio : 0.00479861146561846
Reciprocated Edge Ratio : 0.00955138952395468
Connected Components : 1589
Single-Vertex Connected Components : 778
Maximum Vertices in a Connected Component : 13487
Maximum Edges in a Connected Component : 19744
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.3727
Graph Density : 6.78794798128848E-05
Modularity : 0.736254
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 17,029 Twitter users whose recent tweets contained "StandwithUkraine", 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, 14 March 2022 at 21:47 UTC.

The tweets in the network were tweeted over the 2-hour, 24-minute period from Monday, 14 March 2022 at 18:24 UTC to Monday, 14 March 2022 at 20:49 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 : StandwithUkraine
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 Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[285] https://twitter.com/olex_scherba/status/1503445127683006470
[67] https://www.riigikogu.ee/wpcms/wp-content/uploads/2022/03/P%C3%B6%C3%B6rdumine-EN.pdf
[53] https://twitter.com/christogrozev/status/1503446891014537222
[51] https://twitter.com/antonioguterres/status/1503392083620552712
[50] https://gov.uk/homes-for-ukraine
[49] https://eeas.europa.eu/headquarters/headquarters-homepage/112754/war-ukraine-and-its-implications-eu_en
[40] https://twitter.com/dimi/status/1503410801448976390
[35] https://www.mixcloud.com/SixteenMillionRising/smr-ep149-the-truth/
[35] https://16millionrising.wixsite.com/16millionrising/early-risers-club
[35] https://www.washingtontimes.com/news/2022/mar/14/lawmaker-calls-adding-uranium-list-banned-russian-/

Top URLs in Tweet in G1:
[2] https://www.theverge.com/2022/3/11/22973293/wikipedia-editor-russia-belarus-ukraine
[2] https://twitter.com/EmineDzheppar/status/1503077676248190976
[1] https://www.duh.de/tempolimit-jetzt/
[1] https://twitter.com/WUTangKids/status/1503460460481363974
[1] https://war.ukraine.ua/support-ukraine/
[1] https://twitter.com/_jakubjanda/status/1503401785444163592
[1] https://twitter.com/independent/status/1503465008881192963
[1] https://twitter.com/juliadavisnews/status/1503457457393352706
[1] https://twitter.com/POTUS/status/1503455622171353093
[1] https://twitter.com/Euan_MacDonald/status/1503381588050165763

Top URLs in Tweet in G2:
[231] https://twitter.com/olex_scherba/status/1503445127683006470
[10] https://twitter.com/loogunda/status/1503378698229239809
[7] https://www.youtube.com/playlist?app=desktop&list=PL8ao2ZjeM9mslBOATvDa87lvgELw281lF
[7] https://www.youtube.com/watch?v=Zj73apVDb5Y&feature=youtu.be

[7] https://twitter.com/LesyaUA7Evropa/status/1503424256704716800
[4] https://www.bbc.co.uk/news/world-europe-60736185
[4] https://apnews.com/article/russia-ukraine-health-europe-c0f2f859296f9f02be24fc9edfca1085
[3] https://twitter.com/maryilyushina/status/1503452730416848910
[2] https://twitter.com/KyivIndependent/status/1503465160253579266
[2] https://www.kyivpost.com/article/opinion/op-ed/big-pro-ukraine-rally-held-in-english-midlands.html

Top URLs in Tweet in G3:
[11] https://www.theatlantic.com/ideas/archive/2022/02/volodymyr-zelensky-ukraine-president/622938/
[6] https://www.channeldraw.org/2022/03/14/belaruswithukraine/
[6] https://twitter.com/ZelenskyyUa/status/1503446745258369031
[6] https://foreignpress.org/news/romeo-kokriatski-ukrainian-journalist-describes-the-battle-for-his-countrys-soul
[5] https://www.facebook.com/event_invite/5lswfyrzD/
[5] https://twitter.com/olex_scherba/status/1503445127683006470
[4] https://twitter.com/MrNovusOrdo/status/1503304078532784132
[4] https://twitter.com/zelenskyyua/status/1503446745258369031
[3] https://mail2ru.org/
[3] https://twitter.com/chudouo/status/1503010854010249220

Top URLs in Tweet in G4:
[16] https://twitter.com/maxseddon/status/1503445657805373446
[13] https://www.youtube.com/watch?v=VCTu9Y-uScU&feature=youtu.be

[11] https://twitter.com/christogrozev/status/1503446891014537222
[9] https://twitter.com/Klitschko/status/1503349955091701767
[8] https://twitter.com/benphillips76/status/1503311358699442178
[7] https://twitter.com/KevinRothrock/status/1503444144206888962
[7] https://twitter.com/ZelenskyyUa/status/1503446745258369031
[4] https://twitter.com/klitschko/status/1503349955091701767
[4] https://twitter.com/franakviacorka/status/1503445302119968769
[4] https://twitter.com/avalaina/status/1503447615807049731

Top URLs in Tweet in G5:
[19] https://www.kyivpost.com/article/opinion/op-ed/big-pro-ukraine-rally-held-in-english-midlands.html
[16] https://twitter.com/olex_scherba/status/1503445127683006470
[8] https://twitter.com/KyivPost/status/1503460443511300102
[6] https://newlinesmag.com/argument/putins-worsening-problems/
[2] https://mail2ru.org/
[2] https://quip.com/SxBaALA94uQf/Ukraine-at-War
[2] https://novaukraine.org/
[2] https://www.amazon.com/hz/wishlist/ls/5I20WX89P1P3?ref_=wl_share
[2] https://www.amazon.com/hz/wishlist/ls/17T7SXOLS02RU?ref_=wl_sharehttps%3A%2F%2Fwww.amazon.com%2Fhz%2Fwishlist%2Fls%2F17T7SXOLS02RU%3Fref_%3Dwl_share&fbclid=IwAR3A-ZhiUSqtzA-mJm3Gp4yOGFmCLguQG8jOXVBk5v1-TcW2bwvVZpq0wbQ
[2] https://twitter.com/avalaina/status/1503436147657224198

Top URLs in Tweet in G6:
[17] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response
[9] https://twitter.com/MorePerfectUS/status/1503458234849501199
[9] https://uacrisis.org/en/fosforni-boyeprypasy
[7] http://ow.ly/FAU650Ii7zZ
[6] https://act.mightyearth.org/page/100760/petition/1?locale=en-US&en_chan=tw&ea.tracking.id=tw_share&utm_medium=social&utm_source=twitter&utm_content=Cargill%20Ukraine
[5] https://www.youtube.com/watch?v=xmIc8bqxU9c&feature=youtu.be

[5] https://uacrisis.org/en/rosijski-terorysty-7
[5] https://www.euractiv.com/section/digital/interview/russia-multiplies-fake-reports-to-further-escalate-the-conflict-senior-eu-official-warns/
[4] https://twitter.com/olex_scherba/status/1503445127683006470
[4] https://twitter.com/resist_london/status/1503435707590885383

Top URLs in Tweet in G7:
[8] https://time.com/6156672/lgbtq-ukraine-refugees-russia/
[4] https://twitter.com/volodarskijo/status/1503451939530551297
[3] https://gogetfunding.com/delivery-of-aid-and-collection-of-ukrainian-refugees/
[2] https://twitter.com/olex_scherba/status/1503445127683006470
[1] https://twitter.com/prilipkvv/status/1503460517691727874
[1] https://twitter.com/volodarskijo/status/1503436145992122370
[1] https://twitter.com/volodarskijo/status/1503442777576816649
[1] https://www.rawstory.com/consequences-for-putin-s-war-on-ukraine-are-going-to-start-to-come-home-to-roost-in-moscow-gen-david-petraeus/

Top URLs in Tweet in G8:
[17] https://www.nytimes.com/2022/03/12/world/europe/ukraine-surrogate-mothers-babies.html
[17] https://www.youtube.com/watch?v=mQSIeD-x6dQ&feature=youtu.be

[17] https://m.riigikogu.ee/pressiteated/taiskogu/riigikogu-vottis-vastu-poordumise-seoses-venemaa-agressiooniga-ukraina-vastu/
[15] https://www.cbsnews.com/news/volodymyr-zelensky-ukraine-president-us-congress-virtual-address/
[12] https://theconversation.com/russias-false-claims-about-biological-weapons-in-ukraine-demonstrate-the-dangers-of-disinformation-and-how-hard-it-is-to-counter-4-essential-reads-179159?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1647261281
[11] https://www.aol.com/news/u-journalist-killed-irpin-ukraine-135122475.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[10] https://www.youtube.com/c/8bitnewsAsia
[10] https://www.cbsnews.com/news/russia-ukraine-news-war-kyiv-poland-airstrikes-new-talks/
[7] https://www.youtube.com/watch?v=ofspgP0cKbE&feature=youtu.be

[4] https://www.aol.com/news/gop-balances-condemnation-putin-allegiance-123857944.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr

Top URLs in Tweet in G9:
[18] https://twitter.com/EilishHart/status/1503362820901113858
[11] https://twitter.com/mfa_ukraine/status/1503400183685648392
[3] https://news.sky.com/story/roman-abramovich-eu-agree-to-freeze-chelsea-football-club-owners-assets-12565984
[3] https://www.usatoday.com/story/news/world/2022/03/13/russian-yachts-seized/7025554001/
[3] https://twitter.com/globeandmail/status/1503351295444496385
[2] https://twitter.com/JuliaDavisNews/status/1503457457393352706?t=CgKrfaJIu_Z1vD-GK3dEpA&s=19
[2] https://twitter.com/JuliaDavisNews/status/1503457457393352706
[2] https://www.wbfo.org/2022-03-14/pope-francis-issues-an-urgent-plea-for-an-end-to-the-war
[1] https://twitter.com/amy_siskind/status/1503443139423617024
[1] https://twitter.com/YaroslavConway/status/1503442639257059328

Top URLs in Tweet in G10:
[51] https://twitter.com/antonioguterres/status/1503392083620552712
[7] https://www.theguardian.com/world/2022/mar/13/us-veteran-ships-film-set-military-equipment-ukraine
[6] https://www.bbc.co.uk/sounds/play/w172xxy1rrbnw4w
[4] https://www.theguardian.com/uk-news/2022/mar/13/putin-has-already-deployed-a-chemical-weapon-in-salisbury
[3] https://twitter.com/markomihkelson/status/1503436454684418055
[3] https://twitter.com/mariia_zolkina/status/1503325079383519242
[2] https://www.economist.com/graphic-detail/2022/03/14/russias-armed-forces-are-suffering-substantial-losses-in-ukraine
[2] https://twitter.com/altNOAA/status/1503422033664819209
[2] https://www.paypal.com/pools/c/8HD5GQLm1g
[2] https://twitter.com/nytimes/status/1503011790170513409

Top Domains
Top Domains in Tweet in Entire Graph:
[2125] twitter.com
[147] youtube.com
[85] riigikogu.ee
[71] europa.eu
[71] gov.uk
[43] co.uk
[40] mightyearth.org
[38] arvadarocksradio.com
[35] mixcloud.com
[35] wixsite.com

Top Domains in Tweet in G1:
[10] twitter.com
[2] theverge.com
[1] duh.de
[1] ukraine.ua

Top Domains in Tweet in G2:
[266] twitter.com
[16] youtube.com
[6] co.uk
[4] apnews.com
[3] cnn.com
[2] kyivpost.com
[2] com.ua
[1] ukrainetakeshelter.com

Top Domains in Tweet in G3:
[134] twitter.com
[11] theatlantic.com
[10] youtube.com
[6] nytimes.com
[6] channeldraw.org
[6] foreignpress.org
[6] opensea.io
[5] facebook.com
[5] europa.eu
[4] avaaz.org

Top Domains in Tweet in G4:
[451] twitter.com
[34] youtube.com
[6] instagram.com
[6] gov.ua
[5] co.uk
[5] fieldteam6.org
[5] ukrainecrisis.org
[4] facebook.com
[4] apple.news
[4] theguardian.com

Top Domains in Tweet in G5:
[61] twitter.com
[19] kyivpost.com
[6] newlinesmag.com
[4] amazon.com
[2] mail2ru.org
[2] quip.com
[2] novaukraine.org
[2] mojahedin.org
[1] prostir.ua

Top Domains in Tweet in G6:
[44] twitter.com
[38] mightyearth.org
[27] uacrisis.org
[17] gov.uk
[12] ow.ly
[5] youtube.com
[5] ukrinform.ua
[5] euractiv.com
[4] americanpurpose.com
[4] co.uk

Top Domains in Tweet in G7:
[9] twitter.com
[8] time.com
[3] gogetfunding.com
[1] rawstory.com

Top Domains in Tweet in G8:
[51] youtube.com
[25] cbsnews.com
[24] twitter.com
[17] nytimes.com
[17] riigikogu.ee
[15] aol.com
[12] theconversation.com
[4] theatlantic.com
[2] google.com
[2] washingtonpost.com

Top Domains in Tweet in G9:
[48] twitter.com
[3] sky.com
[3] usatoday.com
[2] wbfo.org
[1] gov.uk
[1] americanpurpose.com
[1] mightyearth.org

Top Domains in Tweet in G10:
[121] twitter.com
[12] theguardian.com
[8] co.uk
[2] economist.com
[2] paypal.com
[2] glblctzn.co
[1] msnbc.com
[1] mightyearth.org
[1] medium.com
[1] yahoo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19161] standwithukraine
[5626] stopthewar
[5590] kyiv
[5309] freeukraine
[5251] weareallukrainians
[5247] standtogether
[5242] stopputinswar
[5226] saveukraine
[2709] ukraine
[2166] freeivanfedorov



Top Hashtags in Tweet in G1:
[4829] standwithukraine
[4797] freeukraine
[4791] weareallukrainians
[4790] stopputinswar
[4790] stopthewar
[4788] standtogether
[4783] kyiv
[4781] saveukraine
[598] ukraine
[598] stopwar

Top Hashtags in Tweet in G2:
[2365] standwithukraine
[1842] freeivanfedorov
[1684] россиясмотри
[1578] нетвойне
[1433] putinisawarcriminal
[1335] notowar
[374] stopthewar
[304] ukraine
[276] russia
[249] stopputin

Top Hashtags in Tweet in G3:
[1642] standwithukraine
[278] planesforukraine
[221] ukraine
[152] stoprussia
[121] putinisawarcriminal
[120] freeivanfedorov
[117] россиясмотри
[116] stopthewar
[114] нетвойне
[110] stopputin

Top Hashtags in Tweet in G4:
[996] standwithukraine
[164] ukraine
[138] stopputin
[103] stoprussia
[80] russia
[59] ukrainerussiawar
[50] ukrainewar
[50] stopwar
[48] stoprussianaggression
[41] putinwarcriminal

Top Hashtags in Tweet in G5:
[964] standwithukraine
[91] ukraine
[84] kyiv
[72] freeivanfedorov
[68] россиясмотри
[65] нетвойне
[60] stopthewar
[56] putinisawarcriminal
[48] notowar
[47] freeukraine

Top Hashtags in Tweet in G6:
[715] standwithukraine
[124] stoprussia
[66] stoprussianaggression
[49] ukraine
[39] putinisawarcriminal
[37] boycottrussia
[37] stopputin
[32] noflyzone
[30] stopwar
[25] stopthewar

Top Hashtags in Tweet in G7:
[552] standwithukraine
[24] stopthewar
[22] saveukraine
[22] kyiv
[22] stopputinswar
[22] standtogether
[22] freeukraine
[22] weareallukrainians
[16] ukraine
[11] notowar

Top Hashtags in Tweet in G8:
[519] standwithukraine
[177] demvoice1
[75] ukraine
[51] slavaukraine
[47] putinwarcrimes
[45] kremlin
[39] bluewave2022
[18] russia
[18] wtpblue
[17] oprussia

Top Hashtags in Tweet in G9:
[463] standwithukraine
[25] democracynotautocracy
[21] istandwithukraine
[21] jesuisukraine
[19] mariupol
[18] jesuismariupol
[15] kyiv
[11] saveukraine
[11] stopputinswar
[11] standtogether

Top Hashtags in Tweet in G10:
[284] standwithukraine
[80] ukraine
[50] tigray
[50] tigraysiege
[50] stoptigraygenocide
[28] womenofcourage
[28] votethedeepestbluepossible
[28] rysfisk
[22] closethesky
[18] stopputin

Top Words
Top Words in Tweet in Entire Graph:
[19288] #standwithukraine
[6038] russia
[5638] #stopthewar
[5590] #kyiv
[5309] #freeukraine
[5251] #weareallukrainians
[5247] #standtogether
[5242] #stopputinswar
[5228] #saveukraine
[5040] putin's

Top Words in Tweet in G1:
[4829] #standwithukraine
[4797] #freeukraine
[4791] #weareallukrainians
[4790] #stopputinswar
[4790] #stopthewar
[4788] #standtogether
[4783] #kyiv
[4781] #saveukraine
[4189] putin's
[4189] dream

Top Words in Tweet in G2:
[2365] #standwithukraine
[1842] #freeivanfedorov
[1684] #россиясмотри
[1588] girl
[1578] #нетвойне
[1490] war
[1452] russian
[1438] stop
[1433] #putinisawarcriminal
[1340] tv

Top Words in Tweet in G3:
[1650] #standwithukraine
[420] ukraine
[278] #planesforukraine
[238] russian
[237] #ukraine
[220] zelenskyyua
[220] war
[213] stop
[207] potus
[186] world

Top Words in Tweet in G4:
[997] #standwithukraine
[181] #ukraine
[138] #stopputin
[123] ukraine
[103] #stoprussia
[79] #russia
[72] russian
[71] war
[60] russia
[59] #ukrainerussiawar

Top Words in Tweet in G5:
[998] #standwithukraine
[632] live
[591] one
[357] brave
[343] broadcast
[341] apparently
[334] tanya
[333] surrounded
[333] enemy
[333] holding

Top Words in Tweet in G6:
[735] #standwithukraine
[536] invasion
[492] united
[465] ukraine
[407] russia
[274] world
[265] unprovoked
[256] russia's
[250] end
[246] recap

Top Words in Tweet in G7:
[552] #standwithukraine
[504] russia
[490] woman
[485] being
[482] stormed
[482] main
[482] evening
[482] news
[482] bulletin
[482] tell

Top Words in Tweet in G8:
[545] #standwithukraine
[188] putin
[177] #demvoice1
[176] sen
[176] mccain
[176] paul
[176] vladimir
[140] russian
[137] russia
[133] accused

Top Words in Tweet in G9:
[472] russian
[463] #standwithukraine
[297] putin
[170] seize
[167] use
[165] allow
[165] airlines
[165] foreign
[165] aircraft
[165] domestic

Top Words in Tweet in G10:
[284] #standwithukraine
[106] world
[100] happening
[84] #ukraine
[53] same
[53] usambun
[52] un_hrc
[52] hrw
[51] show
[51] 16

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5518] #standwithukraine,#stopthewar
[5245] #weareallukrainians,#standwithukraine
[5220] #freeukraine,#weareallukrainians
[5211] #stopputinswar,#standtogether
[5209] #kyiv,#stopputinswar
[5202] #saveukraine,#kyiv
[4545] #standtogether,#freeukraine
[4525] putin's,dream
[4525] dream,creating
[4525] creating,greater

Top Word Pairs in Tweet in G1:
[4791] #weareallukrainians,#standwithukraine
[4789] #freeukraine,#weareallukrainians
[4783] #standwithukraine,#stopthewar
[4781] #saveukraine,#kyiv
[4781] #kyiv,#stopputinswar
[4781] #stopputinswar,#standtogether
[4195] #standtogether,#freeukraine
[4189] putin's,dream
[4189] dream,creating
[4189] creating,greater

Top Word Pairs in Tweet in G2:
[1347] #нетвойне,#standwithukraine
[1346] stop,war
[1345] #standwithukraine,#freeivanfedorov
[1335] #freeivanfedorov,#putinisawarcriminal
[1334] apparently,brave
[1334] brave,girl
[1334] girl,interrupted
[1334] interrupted,russian
[1334] russian,propaganda
[1334] propaganda,tv

Top Word Pairs in Tweet in G3:
[190] #planesforukraine,#standwithukraine
[127] stop,war
[109] russian,propaganda
[108] apparently,brave
[108] brave,girl
[108] girl,interrupted
[108] interrupted,russian
[108] propaganda,tv
[108] tv,simple
[108] simple,words

Top Word Pairs in Tweet in G4:
[48] #standwithukraine,#stoprussia
[40] #ukraine,#standwithukraine
[33] #standwithukraine,#stopputin
[28] #stopputin,#standwithukraine
[21] #standwithukraine,#ukraine
[20] #stoprussia,#standwithukraine
[19] #stoprussia,#stopputin
[17] #stoprussia,#stoprussianaggression
[16] #standwithukraine,#stopthewar
[14] brave,woman

Top Word Pairs in Tweet in G5:
[333] tanya,surrounded
[333] surrounded,enemy
[333] enemy,holding
[333] holding,everything
[333] everything,grandson
[333] grandson,afraid
[333] afraid,live
[333] live,#standwithukraine
[297] channel,one
[297] don,know

Top Word Pairs in Tweet in G6:
[279] invasion,ukraine
[246] recap,world
[246] world,united
[246] united,opposition
[246] opposition,russia's
[246] russia's,unprovoked
[246] unprovoked,premeditated
[246] premeditated,invasion
[246] ukraine,united
[246] united,nations

Top Word Pairs in Tweet in G7:
[482] woman,stormed
[482] stormed,main
[482] main,evening
[482] evening,news
[482] news,bulletin
[482] bulletin,russia
[482] russia,tell
[482] tell,viewers
[482] viewers,re
[482] re,being

Top Word Pairs in Tweet in G8:
[92] #standwithukraine,#demvoice1
[88] sen,john
[88] john,mccain
[88] mccain,accused
[88] accused,sen
[88] sen,rand
[88] rand,paul
[88] paul,doing
[88] doing,russian
[88] russian,dictator

Top Word Pairs in Tweet in G9:
[165] putin,allow
[165] allow,russian
[165] russian,airlines
[165] airlines,seize
[165] seize,use
[165] use,foreign
[165] foreign,aircraft
[165] aircraft,domestic
[165] domestic,flights
[165] flights,tass

Top Word Pairs in Tweet in G10:
[50] world,admirably
[50] admirably,reacted
[50] reacted,happening
[50] happening,#ukraine
[50] #ukraine,world
[50] world,show
[50] show,fraction
[50] fraction,same
[50] same,reaction
[50] reaction,happening

Top Replied-To
Top Replied-To in Entire Graph:
@zelenskyyua
@kyivindependent
@potus
@maxseddon
@klitschko
@mcfaul
@avalaina
@carolecadwalla
@borisjohnson
@nexta_tv

Top Replied-To in G1:
@klitschko
@wzylm
@tvmartinroberts
@zelenskyyua
@olenahalushka

Top Replied-To in G2:
@olex_scherba
@iaponomarenko
@idjwi
@denis_makogon
@visegrad24

Top Replied-To in G3:
@zelenskyyua
@kyivindependent
@potus
@maxseddon
@nexta_tv
@olliecarroll
@borisjohnson
@ralee85
@iaponomarenko
@mk_indy

Top Replied-To in G5:
@avalaina
@feddirittiumani
@atrupar
@periclesukraine
@zelenskyyua
@kyivpost
@born43dag
@christopherjm
@eppgroup
@jimsciutto

Top Replied-To in G6:
@citibank
@honeywell
@jackdetsch
@papajohns
@colgate
@phildstewart
@lgus
@euromaidanpress
@potus
@nbcnews

Top Replied-To in G7:
@deborahmeaden
@kateferguson4
@gracewontshutup
@bmay
@terminallytang1

Top Replied-To in G8:
@tonyhussein4
@medicvet68
@tcrg2012
@xenta777
@linosouldoctor
@kuckelmanashley
@oxxrowanxxo
@bvweir
@agapelove28
@ukrinjpn

Top Replied-To in G9:
@juliadavisnews
@sky_lee_1
@anders_aslund
@rf_novorossiisk
@noliewithbtc
@wsj
@rpsagainsttrump
@amy_siskind

Top Replied-To in G10:
@carolecadwalla
@antonioguterres
@kremlinrussia_e
@tulsigabbard
@realcandaceo
@tuckercarlson
@gop
@tavisupleba
@politicalbeauty
@youranonnews

Top Mentioned
Top Mentioned in Entire Graph:
@potus
@nato
@twittersupport
@un
@zelenskyyua
@un_hrc
@vonderleyen
@hrw
@usambun
@borisjohnson

Top Mentioned in G1:
@vitaliy_klychko
@klitschko
@richsignorelli
@cathie_wood

Top Mentioned in G2:
@twittersupport
@olex_scherba
@vitaliy_klychko
@thalesgroup
@safran

Top Mentioned in G3:
@potus
@nato
@zelenskyyua
@vonderleyen
@borisjohnson
@jensstoltenberg
@joebiden
@plparliament
@usdodgov
@emmanuelmacron

Top Mentioned in G4:
@toronto_nian
@aliyahsabra
@blindambition

Top Mentioned in G5:
@zelenskyyuaaa
@zelenskyyua9
@tregenza
@nadiawhittomemp
@cllrdavidmellen
@nffc
@open_nottingham
@ecpmf
@humeyra_pamuk
@kyivpost

Top Mentioned in G6:
@cargill
@zf_group
@citibank
@subway
@halliburton
@tetrapak
@bobrae48
@euvsdisinfo
@who
@lutzguellner

Top Mentioned in G7:
@sarahchantrey
@teamnavalny
@skynews
@corbieresman
@afneil
@carolecadwalla

Top Mentioned in G8:
@youtube
@kochindustries
@ajdelgado13
@potus
@stubbornnana
@auntmaggiep
@jamesclimateguy
@google
@oxxrowanxxo

Top Mentioned in G9:
@juliadavisnews
@potus
@zelenskyyua
@wsj
@theusasingers
@grantstern
@jomareewade
@earlofenough
@bryandawsonusa
@musicrocksit452

Top Mentioned in G10:
@un
@un_hrc
@hrw
@usambun
@guardian
@gop
@tuckercarlson
@bbc
@kremlinrussia_e
@russianembassy

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@paoloigna1
@dynamocooligan
@monicasloves
@maria09121953
@7b73f39b85e1415
@syatekiya072
@74irosocco
@littlebytesnews
@joni_looking

Top Tweeters in G1:
@jornalistavitor
@syatekiya072
@lucioquincioc
@manmet80
@dondekojo
@lechatnoire4
@briangrnotabot
@al_maldives
@pqpolitics
@markplackett1

Top Tweeters in G2:
@fabiparraguezm
@pollsstar
@mog7546
@vedehimajumdar
@qbankendy
@annoula64
@pushandpulljlm
@tallyannae
@avonan
@melissajpeltier

Top Tweeters in G3:
@monicasloves
@daily_express
@thehill
@bellesapepper37
@reuters
@thestephenralph
@pura_miel
@ranask35
@globeandmail
@wwf

Top Tweeters in G4:
@kohnagao
@artstrada
@koyesinjiki
@realtyjcfrancis
@saveredlandlibr
@lauriemit
@harassnomore
@muzahara2
@ltmcdies
@dsquared75

Top Tweeters in G5:
@thepoliticalcat
@prosyria2
@fernandomexic0
@periclesukraine
@avibebert
@lindasn0228wi
@sisterwriter
@pablo_arreola
@hullfair
@americanforsure

Top Tweeters in G6:
@ansisegle
@lzedmitryy
@knightoff3
@bluesea1964
@xhertx
@monasmitte
@inclinepress
@nbcnews
@dontcavitate
@davidisaksen

Top Tweeters in G7:
@tshep42
@catherinemginn
@johnedginton
@daisybelll
@maelysdervenn
@ellih53
@seusssl
@harding_keith
@sylv_taylor
@newborl

Top Tweeters in G8:
@11777kaochin
@betterw05759703
@nakanoyoo
@lllwry
@enrico056
@ishagshafeeg
@spanishdan1
@betseybess
@datsyuklover
@marciabunney

Top Tweeters in G9:
@7b73f39b85e1415
@littlebytesnews
@etrippi2
@theresamax
@sylviaz1913
@sueleugers
@iamforeverblue2
@teckiegirl
@abramson1234
@carollarue

Top Tweeters in G10:
@dailymirror
@runrunesweb
@guardian
@sabcnews
@skynews
@standardnews
@jwahjwah
@abc
@eileenvn
@neurolawguy


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