Kyivindependent, Twitter, 3/26/2022 9:33:01 PM, 273790


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Kyivindependent Twitter NodeXL SNA Map and Report for Saturday, 26 March 2022 at 19:39 UTC
Kyivindependent Twitter NodeXL SNA Map and Report for Saturday, 26 March 2022 at 19:39 UTC
From:
Smartkiwi
Uploaded on:
March 26, 2022
Short Description:
Kyivindependent via NodeXL https://bit.ly/3LguLeZ
@kyivindependent
@iaponomarenko
@gtconway3d
@beautfc
@khan_ramli
@potus
@preventpapers
@dzimaj
@anneapplebaum
@jzuazola

Top hashtags:
#ukraine
#standwithukraine
#slavaukraini
#russia
#putinisawarcriminal
#putin
#lviv

Description:
Description
The graph represents a network of 13,732 Twitter users whose recent tweets contained "Kyivindependent", 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 Saturday, 26 March 2022 at 20:34 UTC.

The tweets in the network were tweeted over the 4-hour, 41-minute period from Saturday, 26 March 2022 at 14:58 UTC to Saturday, 26 March 2022 at 19:39 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 : 13732
Unique Edges : 17837
Edges With Duplicates : 12802
Total Edges : 30639
Number of Edge Types : 5
MentionsInRetweet : 1214
Mentions : 8245
Retweet : 9881
Replies to : 9837
Tweet : 1462
Self-Loops : 1531
Reciprocated Vertex Pair Ratio : 0.0254359381986189
Reciprocated Edge Ratio : 0.0496099995155274
Connected Components : 966
Single-Vertex Connected Components : 767
Maximum Vertices in a Connected Component : 12403
Maximum Edges in a Connected Component : 29191
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.470096
Graph Density : 0.000109469912750554
Modularity : 0.428414
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 13,732 Twitter users whose recent tweets contained "Kyivindependent", 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 Saturday, 26 March 2022 at 20:34 UTC.

The tweets in the network were tweeted over the 4-hour, 41-minute period from Saturday, 26 March 2022 at 14:58 UTC to Saturday, 26 March 2022 at 19:39 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 : Kyivindependent
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:
[239] https://kyivindependent.com/national/​​ukraine-reaches-breaking-point-in-russias-war
[201] https://twitter.com/KyivIndependent/status/1507778524337299461
[122] https://twitter.com/KyivIndependent/status/1507762696766345216
[112] https://twitter.com/kyivindependent/status/1507778524337299461
[110] https://twitter.com/kyivindependent/status/1507694575418281990
[87] https://twitter.com/KyivIndependent/status/1507643950932410375
[85] https://twitter.com/KyivIndependent/status/1507741403962613764
[76] https://twitter.com/kyivindependent/status/1507730954894381069
[70] https://twitter.com/kyivindependent/status/1507538196606992387
[66] https://twitter.com/kyivindependent/status/1507762696766345216

Top URLs in Tweet in G1:
[45] https://kyivindependent.com/national/%E2%80%8B%E2%80%8Bukraine-reaches-breaking-point-in-russias-war/
[17] https://kyivindependent.com/national/​​ukraine-reaches-breaking-point-in-russias-war
[16] https://kyivindependent.com/national/ukrainian-refugees-diaspora-rally-in-brussels-during-nato-summit-demand-more-western-support-for-ukraine/
[16] https://www.youtube.com/watch?v=fup-ah4AcZQ&feature=youtu.be

[13] https://kyivindependent.com/national/kyivans-bury-husband-and-father-gunned-down-by-russian-troops/
[11] https://twitter.com/KyivIndependent/status/1507762696766345216
[9] https://www.youtube.com/watch?v=SeWf9IYbo3U

[9] https://www.newsweek.com/putins-bombers-could-devastate-ukraine-hes-holding-back-heres-why-1690494
[6] https://twitter.com/KyivIndependent/status/1507694575418281990?t=Im3R33BWYfCi-WTRGKk-aA&s=19
[6] https://twitter.com/KyivIndependent/status/1507778524337299461

Top URLs in Tweet in G2:
[22] https://twitter.com/kyivindependent/status/1507606140640804868
[17] https://twitter.com/KyivIndependent/status/1507762696766345216
[11] https://twitter.com/KyivIndependent/status/1507671258686795776
[11] https://twitter.com/KyivIndependent/status/1507741403962613764
[9] https://twitter.com/KyivIndependent/status/1507778524337299461
[9] https://twitter.com/kyivindependent/status/1507778524337299461
[8] https://twitter.com/kyivindependent/status/1507762696766345216
[8] https://news247gh.com/president-biden-says-putin-is-a-butcher/
[7] https://twitter.com/kaitlancollins/status/1507775245654142987?t=KICXARW9GkdgZMiIRiXXsw&s=19
[7] https://twitter.com/kyivindependent/status/1507671258686795776

Top URLs in Tweet in G3:
[95] https://twitter.com/KyivIndependent/status/1507778524337299461
[66] https://twitter.com/kyivindependent/status/1507778524337299461
[45] https://twitter.com/KyivIndependent/status/1507741403962613764
[39] https://twitter.com/KyivIndependent/status/1507762696766345216
[30] https://twitter.com/KyivIndependent/status/1507643950932410375
[25] https://twitter.com/KyivIndependent/status/1507746431033036814
[24] https://twitter.com/kyivindependent/status/1507741403962613764
[24] https://twitter.com/kyivindependent/status/1507762696766345216
[22] https://twitter.com/KyivIndependent/status/1507721425322487811
[20] https://twitter.com/KyivIndependent/status/1507694575418281990

Top URLs in Tweet in G4:
[34] https://twitter.com/KyivIndependent/status/1507762696766345216
[14] https://twitter.com/ohitsbenji/status/1507515849891934208?s=21
[13] https://english.nv.ua/nation/nuclear-power-status-should-not-be-permission-for-injustice-for-its-holder-zelensky-says-50228560.html
[9] https://www.theguardian.com/world/2022/mar/26/russia-scales-back-its-military-ambitions-but-the-war-in-ukraine-is-far-from-over
[9] https://thehill.com/policy/international/599861-ukraine-says-russian-general-killed-in-the-war
[8] https://twitter.com/the_intelhub/status/1507730171226296325?s=21
[7] https://twitter.com/chipmanj/status/1507431043015614469
[7] https://www.youtube.com/watch?v=KCfIjNSp1GM&ab_channel=LucasMieli
[6] https://www.dailykos.com/stories/2022/3/25/2088131/-Ukraine-Update-What-Ukraine-needs-to-push-Russia-back-to-its-pre-war-boundaries
[6] https://twitter.com/JamesAALongman/status/1507728424487563268

Top URLs in Tweet in G5:
[10] https://twitter.com/KyivIndependent/status/1507643950932410375
[10] https://twitter.com/Bw_Einsatz/status/1507645805276110850?t=JCLa4_xo-huyIhPMGsDaOA&s=19
[6] https://twitter.com/NatallkaUKR/status/1507042620245172228?t=G9LmxenAXcMCf7tQLHAsIA&s=19
[5] https://twitter.com/kyivindependent/status/1507694575418281990
[3] https://www.reuters.com/world/europe/ukraine-forces-counter-near-kyiv-russia-scales-back-goals-2022-03-26/?rpc=401&
[3] https://twitter.com/kyivindependent/status/1507643950932410375
[3] https://kyivindependent.com/national/%E2%80%8B%E2%80%8Bukraine-reaches-breaking-point-in-russias-war/
[3] https://kyivindependent.com/national/​​ukraine-reaches-breaking-point-in-russias-war
[3] https://www.theguardian.com/world/2022/mar/03/ukraine-authorities-say-seized-russian-tanks-dont-need-to-be-declared-on-tax-form
[2] https://twitter.com/KyivIndependent/status/1507671258686795776

Top URLs in Tweet in G6:
[17] https://twitter.com/kyivindependent/status/1507063504028774407
[6] https://edition.cnn.com/2022/03/24/energy/qatar-gas-europe/index.html
[4] https://twitter.com/MaksimNevchas/status/1507682549019160577?t=4i6yVkQvcS5uoOGYhWK8vg&s=19
[3] https://twitter.com/MaksimNevchas/status/1507682127780921345?t=4i6yVkQvcS5uoOGYhWK8vg&s=19
[3] https://twitter.com/KyivIndependent/status/1507721425322487811
[3] https://twitter.com/neo_right_ua/status/1507673420141629441
[3] https://www.cbc.ca/news/politics/canada-europe-ukraine-refugee-fundraiser-1.6398756?__vfz=medium%3Dsharebar
[3] https://twitter.com/KyivIndependent/status/1507714558143746056
[2] https://twitter.com/KyivIndependent/status/1507695718483566603?t=iLnmharJEqu2YXjJRStdJw&s=19
[2] https://kyivindependent.com/national/​​ukraine-reaches-breaking-point-in-russias-war

Top URLs in Tweet in G7:
[4] https://twitter.com/newsistaan/status/1507773864990109696?s=20&t=ssvw_JRZjqbqvLg3_DMLTw
[3] https://www.pravda.com.ua/eng/news/2022/03/19/7332732/
[3] https://twitter.com/SkyNews/status/1507767368566685700?s=20&t=mHWWf0hzPwanjEpEuN5HlQ
[3] https://twitter.com/weddady/status/1507713435252973568
[2] https://twitter.com/MFA_Ukraine/status/1506537610180800513?s=20&t=l1PQ6z1kIad4bFR58OlekA
[2] https://twitter.com/TonyMasiuk/status/1505462887388655617
[2] https://twitter.com/acosta/status/1507786527631454210
[2] https://news247gh.com/president-biden-says-putin-is-a-butcher/
[2] https://twitter.com/Kasparov63/status/1507552605773385729
[2] https://twitter.com/4n4lisis/status/1498966463767629827?s=20&t=e-dEglWJ8RTM8YB1gRutWA

Top URLs in Tweet in G8:
[174] https://kyivindependent.com/national/​​ukraine-reaches-breaking-point-in-russias-war
[4] https://www.helsinkitimes.fi/finland/finland-news/domestic/21242-hs-vr-to-stop-rail-service-between-helsinki-and-st-petersburg.html
[3] https://kyivindependent.com/national/%e2%80%8b%e2%80%8bukraine-reaches-breaking-point-in-russias-war/
[2] https://twitter.com/KyivIndependent/status/1507721425322487811
[2] https://foreignpolicy.com/2022/03/24/ukraine-russia-counterattack/
[2] https://news247gh.com/president-biden-says-putin-is-a-butcher/
[2] https://twitter.com/IAPonomarenko/status/1507504603587305473
[2] https://kyivindependent.com/national/%E2%80%8B%E2%80%8Bukraine-reaches-breaking-point-in-russias-war
[2] https://www.br.de/nachrichten/bayern/z-zeichen-aus-russland-in-bayern-drohen-rechtliche-konsequenzen,T16nHjD
[2] https://www.reuters.com/world/europe/vilnius-station-confronts-moscow-kaliningrad-train-with-images-war-2022-03-25/

Top URLs in Tweet in G9:
[6] https://www.youtube.com/watch?v=7Y3YqgWtPq4&feature=youtu.be

[3] https://twitter.com/TonyMasiuk/status/1506183615813541897
[3] https://www.youtube.com/watch?v=21vXembyXY8&feature=youtu.be

[3] https://twitter.com/ParadigmSlip/status/1503069992442552323/video/1
[2] https://twitter.com/kyivindependent/status/1507531451159433218
[2] https://twitter.com/TonyMasiuk/status/1507754281029419011?t=IiSNLM9qYQk3OE-Wc4_qzA&s=19
[2] https://twitter.com/TonyMasiuk/status/1505462887388655617
[2] https://kyivindependent.com/national/​​ukraine-reaches-breaking-point-in-russias-war
[2] https://twitter.com/kyivindependent/status/1507762696766345216
[2] https://www.vox.com/policy-and-politics/2018/8/6/17656996/trump-republican-party-russia-rather-democrat-ohio

Top URLs in Tweet in G10:
[3] https://twitter.com/intelnessa/status/1507765661015105543
[2] https://twitter.com/KyivIndependent/status/1507451787095130113
[2] https://twitter.com/kyivindependent/status/1507517190739800064
[2] https://mobile.twitter.com/dougmillsnyt/status/1507730524806205440
[2] https://twitter.com/intelnessa/status/1507429586086285315
[2] https://twitter.com/bopanc/status/1506274808044130307
[1] https://open.spotify.com/episode/00s91u4jw13OxtFZ8YAGif?si=d03d78361fcf4862
[1] https://twitter.com/fiveohfour/status/1507784836710375430
[1] https://en.wikipedia.org/wiki/List_of_NATO_operations
[1] https://twitter.com/KyivIndependent/status/1507735997253136391

Top Domains
Top Domains in Tweet in Entire Graph:
[2885] twitter.com
[383] kyivindependent.com
[111] youtube.com
[38] change.org
[24] newsweek.com
[18] nv.ua
[18] theguardian.com
[16] wikipedia.org
[15] reuters.com
[15] news247gh.com

Top Domains in Tweet in G1:
[197] twitter.com
[100] kyivindependent.com
[59] youtube.com
[9] newsweek.com
[4] yale.edu
[4] wordpress.com
[3] sciencenorway.no
[2] github.com
[2] flourish.studio
[2] theguardian.com

Top Domains in Tweet in G2:
[253] twitter.com
[10] news247gh.com
[10] youtube.com
[9] kyivindependent.com
[5] change.org
[5] realcontextnews.com
[3] blazetrends.com
[2] nv.ua
[2] reuters.com
[2] washingtonexaminer.com

Top Domains in Tweet in G3:
[831] twitter.com
[9] kyivindependent.com
[1] theguardian.com
[1] wsj.com
[1] cutt.ly
[1] blogspot.com

Top Domains in Tweet in G4:
[147] twitter.com
[14] nv.ua
[13] youtube.com
[9] theguardian.com
[9] thehill.com
[7] newsweek.com
[6] dailykos.com
[6] kyivindependent.com
[5] washingtonexaminer.com
[4] wikipedia.org

Top Domains in Tweet in G5:
[41] twitter.com
[9] kyivindependent.com
[3] reuters.com
[3] theguardian.com
[2] msn.com
[2] ukrinform.net
[1] npr.org
[1] nv.ua
[1] bbc.com
[1] wikipedia.org

Top Domains in Tweet in G6:
[53] twitter.com
[6] cnn.com
[4] youtube.com
[3] kyivindependent.com
[3] wikipedia.org
[3] cbc.ca
[2] thehill.com
[1] newsweek.com
[1] nytimes.com

Top Domains in Tweet in G7:
[30] twitter.com
[3] com.ua
[2] news247gh.com
[2] forbes.com
[1] newsweek.com
[1] theguardian.com

Top Domains in Tweet in G8:
[180] kyivindependent.com
[10] twitter.com
[4] helsinkitimes.fi
[2] foreignpolicy.com
[2] news247gh.com
[2] br.de
[2] reuters.com

Top Domains in Tweet in G9:
[27] twitter.com
[10] youtube.com
[2] kyivindependent.com
[2] vox.com
[2] com.au
[1] wikipedia.org

Top Domains in Tweet in G10:
[22] twitter.com
[3] youtube.com
[2] wikipedia.org
[1] spotify.com
[1] reuters.com
[1] kyivindependent.com
[1] cnn.com
[1] euromaidanpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[263] ukraine
[158] standwithukraine
[105] slavaukraini
[101] russia
[78] putinisawarcriminal
[75] putin
[70] lviv
[65] stoprussia
[60] putinwarcriminal
[52] armukraine



Top Hashtags in Tweet in G1:
[49] ukraine
[31] standwithukraine
[18] palestinian
[18] ukrainian
[17] stopputin
[16] putinwarcrimes
[16] russia
[14] putin
[13] lviv
[13] freeukraine

Top Hashtags in Tweet in G2:
[58] putinisawarcriminal
[54] ukraine
[45] slavaukraini
[38] stoprussia
[37] supportukraine
[36] lethumanitarianaidthrough
[36] openhumanecorridors
[36] prayformariupolandchernihiv
[36] standingwithukraine
[36] gohomerussia

Top Hashtags in Tweet in G3:
[43] ukraine
[38] standwithukraine
[22] russia
[16] stoprussia
[15] putinwarcrimes
[15] putin
[10] putinwarcriminal
[9] russianwarcrimes
[9] putinisafascist
[9] supportukraine

Top Hashtags in Tweet in G4:
[33] notatarget
[33] warcrime
[24] ukraine
[17] russia
[15] putin
[14] lviv
[13] breaking
[8] biden
[7] icj
[7] ukraineunderattack

Top Hashtags in Tweet in G5:
[25] slavaukraini
[21] demvoice1
[4] putinisabutcher
[2] istandwithukriane
[2] istandwithbiden
[2] truthbrigade
[2] humanity
[2] slavaukrainii
[2] nowarplease
[2] istandwithukraine

Top Hashtags in Tweet in G6:
[19] standwithukraine
[17] ukrainerussiacrisis
[17] russianwarcrimes
[17] ukraineunderattack
[8] ukraine
[3] stopwarinukraine
[2] putinswar
[2] putinisawarcriminal
[2] armukraine
[1] kyiv

Top Hashtags in Tweet in G7:
[34] armukraine
[3] putin
[2] ukraine
[2] westandwithukraine
[2] staystrongukraine
[2] stopputin
[2] stoprussianaggression
[1] nowar
[1] lviv
[1] ukraine️

Top Hashtags in Tweet in G8:
[7] standwithukraine
[7] ukraine
[5] stopputinnow
[3] slavaukraini
[2] ukrainewar
[2] defendukraine
[2] defenddemocracy
[2] stopputin
[2] defence
[2] unitednotdivided

Top Hashtags in Tweet in G9:
[9] memegameforukraine
[5] standwithukraine
[4] westandwithukraine
[4] supremecourt
[4] impeachclarencethomas
[3] empireoflies
[3] fakenews
[3] cancelzelensky
[3] gooddeedscup
[3] neverforget

Top Hashtags in Tweet in G10:
[5] russia
[5] bayraktartb2
[4] georgia
[4] saveukrainenow
[2] russians
[2] ukraine
[2] standwithukraine
[1] putin
[1] germans
[1] stoprussia

Top Words
Top Words in Tweet in Entire Graph:
[10050] ukraine
[9897] kyivindependent
[6028] lviv
[5048] protesters
[4418] forces
[4230] war
[3762] russian
[3272] march
[3152] biden
[2890] president

Top Words in Tweet in G1:
[7918] ukraine
[5025] lviv
[4673] protesters
[3932] forces
[2995] march
[2744] russian
[2668] war
[2645] 25
[2549] killed
[2470] biden

Top Words in Tweet in G2:
[1489] kyivindependent
[370] ukraine
[248] russia
[203] potus
[197] putin
[183] war
[159] russian
[144] biden
[130] nato
[129] lviv

Top Words in Tweet in G3:
[78] putin
[50] russia
[50] ukraine
[47] lviv
[44] #standwithukraine
[44] #ukraine
[43] biden
[36] war
[31] russian
[28] more

Top Words in Tweet in G4:
[1459] kyivindependent
[308] ukraine
[186] russia
[180] lviv
[161] war
[159] putin
[157] russian
[88] biden
[83] more
[78] people

Top Words in Tweet in G5:
[448] kyivindependent
[238] ukraine
[119] belarusian
[102] battalion
[98] putin
[83] joncoopertweets
[81] forces
[69] russian
[58] military
[55] armed

Top Words in Tweet in G6:
[423] kyivindependent
[126] ukraine
[93] russia
[88] war
[86] lviv
[81] russian
[56] putin
[42] forces
[36] 000
[35] military

Top Words in Tweet in G7:
[435] kyivindependent
[141] ukraine
[70] putin
[64] save
[62] war
[59] ending
[51] russia
[49] lviv
[48] world
[46] nato

Top Words in Tweet in G8:
[548] war
[192] ukrainian
[186] military
[177] difficult
[176] longer
[175] entering
[175] phase
[175] grueling
[175] term
[175] attrition

Top Words in Tweet in G9:
[425] kyivindependent
[106] train
[105] station
[79] russian
[76] ukraine
[61] prints
[61] displayed
[49] one
[40] posted
[40] 24

Top Words in Tweet in G10:
[536] kyivindependent
[101] russia
[97] ukraine
[89] cheffwallets
[69] war
[55] putin
[50] nato
[45] more
[42] willm3380
[42] simge_gule

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2859] march,25
[2557] joe,biden
[2551] russian,forces
[2538] war,ukraine
[2533] president,joe
[2517] killed,russian
[2516] talking,dying
[2516] biden,visits
[2515] visits,poland
[2514] supporting,ukraine

Top Word Pairs in Tweet in G1:
[2644] march,25
[2353] russian,forces
[2341] joe,biden
[2339] president,joe
[2335] war,ukraine
[2331] biden,visits
[2330] visits,poland
[2329] supporting,ukraine
[2329] talking,dying
[2329] russia's,war

Top Word Pairs in Tweet in G2:
[52] kyivindependent,potus
[47] kyivindependent,russia
[39] kyivindependent,deportation
[38] joe,biden
[37] killed,russian
[37] kyivindependent,islandindesert
[36] kyivindependent,#slavaukraini
[36] #slavaukraini,#lethumanitarianaidthrough
[36] #lethumanitarianaidthrough,#openhumanecorridors
[36] #openhumanecorridors,#prayformariupolandchernihiv

Top Word Pairs in Tweet in G3:
[8] vladimir,putin
[8] maksym,kozytskyi
[8] regime,change
[8] #putinisafascist,#supportukraine
[8] #supportukraine,#warcrimesofrussia
[7] putin,butcher
[7] joe,biden
[7] andriy,sadovyi
[6] russia,war
[6] #stoprussia,#putinwarcrimes

Top Word Pairs in Tweet in G4:
[70] alexmorrisut,kyivindependent
[50] green_resist,kyivindependent
[45] biggsmooth39,alexmorrisut
[42] daltontaylor_,kyivindependent
[40] war,ukraine
[33] leanneeliane,kyivindependent
[33] hospital,#notatarget
[33] #notatarget,#warcrime
[30] joe,biden
[30] tekas_santos,leanneeliane

Top Word Pairs in Tweet in G5:
[81] kyivindependent,joncoopertweets
[53] armed,forces
[50] ukraine,military
[49] belarusian,volunteer
[49] volunteer,battalion
[47] battalion,officially
[47] officially,joins
[47] joins,ukraine
[47] military,members
[47] members,battalion

Top Word Pairs in Tweet in G6:
[30] armed,forces
[20] war,crimes
[19] kyivindependent,#standwithukraine
[18] year,old
[18] old,girl
[18] dougscripts,kyivindependent
[18] war,crime
[17] near,lviv
[17] #standwithukraine,#ukrainerussiacrisis
[17] #ukrainerussiacrisis,#russianwarcrimes

Top Word Pairs in Tweet in G7:
[34] kyivindependent,pray
[34] pray,ending
[34] ending,babushkas
[34] babushkas,world
[34] world,save
[34] save,specter
[34] specter,ww3
[34] ww3,sitting
[34] sitting,horizon
[31] nato,eu

Top Word Pairs in Tweet in G8:
[175] war,entering
[175] entering,phase
[175] phase,grueling
[175] grueling,longer
[175] longer,term
[175] term,war
[175] war,attrition
[175] difficult,test
[175] test,ukrainian
[175] ukrainian,military

Top Word Pairs in Tweet in G9:
[101] train,station
[61] kyivindependent,prints
[61] prints,displayed
[61] displayed,train
[40] kyivindependent,posted
[40] posted,24
[40] 24,pictures
[40] pictures,lithuanian
[40] lithuanian,train
[40] station,feed

Top Word Pairs in Tweet in G10:
[51] cheffwallets,kyivindependent
[42] simge_gule,kyivindependent
[31] therunawaysunww,kyivindependent
[30] krampuscsgo,kyivindependent
[26] jamescminer,kyivindependent
[24] t_nagy85,kyivindependent
[22] testfe1,kyivindependent
[20] alessabergtold,testfe1
[19] mihaiman6,kyivindependent
[18] leaderjengwa,kyivindependent

Top Replied-To
Top Replied-To in Entire Graph:
@kyivindependent
@daltontaylor_
@cheffwallets
@ryan_v404
@alessabergtold
@green_resist
@populistmoment
@leaderjengwa
@marcellein31
@devinnunesis

Top Replied-To in G1:
@kyivindependent
@thewiretwo
@konigsblauen
@omahas
@noscamaccepting
@kananimuthengi
@__kingisaiah
@dana92601297
@alllibsaretrash
@nakiboat

Top Replied-To in G2:
@kyivindependent
@originalramayan
@aontaithe2021
@archiemcmurdo
@blowpobbs
@potus
@angelina0i0
@sandeep9red
@ryan_v404
@zzpolski

Top Replied-To in G4:
@kyivindependent
@daltontaylor_
@green_resist
@marcellein31
@floralumina
@ab_a20i
@pillager20
@damannsk
@alexmorrisut
@biggsmooth39

Top Replied-To in G5:
@kyivindependent
@dhikims
@xgutierrez
@amsrin
@steveshaver4
@imrandomdude
@trinedaely
@nickidewar1
@danimariedaley
@maiterahero_

Top Replied-To in G6:
@kyivindependent
@peacepaixpaz201
@lonsdalesystems
@sonkevllen
@willys_puddle2
@unemployed_mass
@senfhelm
@se_kirks
@matteobosso92
@dougscripts

Top Replied-To in G7:
@kyivindependent
@bella_shiraz
@tweetfiction
@ogajohnboscko
@skoshyg
@stacycfs
@captmorganfx
@kryptokangg
@bert_gilfoyle
@kamheskin

Top Replied-To in G8:
@kyivindependent
@mjudegor01
@blaz_zgaga
@hustlenlow
@jchambo98
@kimgtrue2me
@attiki1955
@uksecuritypro
@agraz_bajpai
@mamtora

Top Replied-To in G9:
@kyivindependent
@breakingnews_n
@macareuxmoine12
@awodz1234
@michell12941628
@spicycepelinai
@vbieliau
@warsawcoys
@yachtninky
@herrbrahms

Top Replied-To in G10:
@kyivindependent
@cheffwallets
@alessabergtold
@leaderjengwa
@dtojis
@jamescminer
@marialolota
@willm3380
@mateuszwieloch1
@therunawaysunww

Top Mentioned
Top Mentioned in Entire Graph:
@kyivindependent
@potus
@joncoopertweets
@zelenskyyua
@nato
@alexmorrisut
@cnn
@cheffwallets
@green_resist
@ukraine

Top Mentioned in G1:
@kyivindependent
@lis_tomasz
@dana92601297
@michaeldweiss
@gloria_mcmahon
@danishwarrior12
@cooperchip1
@kyivpost
@upschittscreek1

Top Mentioned in G2:
@kyivindependent
@potus
@zelenskyyua
@nato
@cnn
@ukraine
@islandindesert
@msnbc
@kremlinrussia_e
@emmanuelmacron

Top Mentioned in G3:

Top Mentioned in G4:
@kyivindependent
@alexmorrisut
@green_resist
@biggsmooth39
@leanneeliane
@roubledestroyer
@lucioquincioc
@tekas_santos
@potus
@xadk46erx

Top Mentioned in G5:
@kyivindependent
@joncoopertweets
@donnamellon1
@markfm0
@nickidewar1
@xgutierrez
@warnockwarrior
@alfa47945175
@jean_of_arc2020
@moscowtimes

Top Mentioned in G6:
@kyivindependent
@neilmar82498589
@unemployed_mass
@minnesotamarys
@willys_puddle2
@dougscripts
@lonsdalesystems
@poiesis
@ygjumi
@alohaspacex

Top Mentioned in G7:
@kyivindependent
@zakarpathia
@ukrpravda_news
@kryptokangg
@bella_shiraz
@joncoopertweets
@stacycfs
@encara_messii
@ogajohnboscko
@akaxochi

Top Mentioned in G8:
@kyivindependent
@iaponomarenko
@olya_rudenko
@chicagobooth
@stiglercenter
@agraz_bajpai
@profhwalsh
@nato
@milonewton
@zelenskyyua

Top Mentioned in G9:
@kyivindependent
@vibinwooshish
@awodz1234
@macareuxmoine12
@irenaeanterror
@askarturk2
@swalkerttu
@michell12941628
@yusufselim11
@barbaraboxer

Top Mentioned in G10:
@kyivindependent
@cheffwallets
@simge_gule
@therunawaysunww
@krampuscsgo
@willm3380
@sarahan00965086
@t_nagy85
@testfe1
@fiveohfour

Top Tweeters
Top Tweeters in Entire Graph:
@ecodaren
@tradermarcocost
@monicasloves
@cagney1991
@robre62
@7b73f39b85e1415
@citrus_kyoto
@lucioquincioc
@debilu2
@kenkircher1

Top Tweeters in G1:
@ecodaren
@tradermarcocost
@monicasloves
@7b73f39b85e1415
@citrus_kyoto
@kenkircher1
@givemepie360
@magicdmw
@chilhon2016lap
@kak089

Top Tweeters in G2:
@thehill
@ecclesias
@reuters
@mcdonalds
@ken_crichlow
@guardian
@elkehollings
@margymayell
@kimpy123
@bivi_17

Top Tweeters in G3:
@debilu2
@maybel65
@allchanges
@wellness4you13
@nasty_woman2
@ewindham3
@yagbebi
@virus1979c
@ecorsal
@dtikitakaqueen

Top Tweeters in G4:
@lucioquincioc
@mariposadefurgo
@princessbravato
@iflck
@redboybroken
@pinchandscrimp
@maryfloor
@deansherrys
@m42calhoun
@rodriguez_linda

Top Tweeters in G5:
@ishagshafeeg
@jrtomlinauthor
@loreyjeanene
@mmmexperimental
@gallerychapel
@1stfanofchicago
@insonifier
@joncoopertweets
@liliam18
@equi_noctis

Top Tweeters in G6:
@cheezwitham
@zulirodriguez
@gyggy
@ygjumi
@magsmom7
@france24
@slkpca
@politico
@tckalways
@rtve

Top Tweeters in G7:
@ukrpravda_news
@tighnacoille
@guzlomi
@akaxochi
@cmodowd
@samches
@who_ism
@meinzul
@jee_gypsy_jae
@rmachucareeve

Top Tweeters in G8:
@debrob1947
@24baseballreed
@aoneko77777
@feldart
@calrtipper
@linmp1031
@teachesl
@wiccanmethusela
@dkpolparrot
@tonicesteve

Top Tweeters in G9:
@thestephenralph
@kakabouie
@harperitebgone
@aryss1
@funnygirllee
@paolimichele
@loribkohn
@artemitzi
@auristeloii
@greengrounded

Top Tweeters in G10:
@sunpoches
@christi73224817
@missykender
@greasewoodbloom
@mktsutherland
@nytupelo7
@shookga_twt
@carmengarcia2
@cheffwallets
@thedevilsconfes


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