kyivIndependent, Twitter, 6/27/2022 12:20:47 PM, 278749


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kyivIndependent Twitter NodeXL SNA Map and Report for Monday, 27 June 2022 at 09:58 UTC
kyivIndependent Twitter NodeXL SNA Map and Report for Monday, 27 June 2022 at 09:58 UTC
From:
Smartkiwi
Uploaded on:
June 27, 2022
Short Description:
kyivIndependent via NodeXL https://bit.ly/39Udj37
@kyivindependent
@spencerguard
@zerafrond
@ken53492
@ua_withtelya
@manmademoon
@idermn
@timkmak
@adamkinzinger
@cw_alexandra

Top hashtags:
#ukraine
#standwithukraine
#russia
#slavaukraini
#armukrainenow

Description:
Description
The graph represents a network of 9,814 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 Monday, 27 June 2022 at 10:47 UTC.

The tweets in the network were tweeted over the 1-day, 1-hour, 39-minute period from Sunday, 26 June 2022 at 08:18 UTC to Monday, 27 June 2022 at 09:58 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 : 9814
Unique Edges : 14593
Edges With Duplicates : 23818
Total Edges : 38411
Number of Edge Types : 5
Mentions : 16815
Replies to : 13454
Retweet : 5665
Tweet : 1298
MentionsInRetweet : 1179
Self-Loops : 1389
Reciprocated Vertex Pair Ratio : 0.0558906535332854
Reciprocated Edge Ratio : 0.105864472511923
Connected Components : 651
Single-Vertex Connected Components : 506
Maximum Vertices in a Connected Component : 8792
Maximum Edges in a Connected Component : 37055
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.422883
Graph Density : 0.000198131386663645
Modularity : 0.31324
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,814 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 Monday, 27 June 2022 at 10:47 UTC.

The tweets in the network were tweeted over the 1-day, 1-hour, 39-minute period from Sunday, 26 June 2022 at 08:18 UTC to Monday, 27 June 2022 at 09:58 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:
[93] https://kyivindependent.com/national/sievierodonetsk-falls-to-russia-fighting-shifts-to-lysychansk
[82] https://twitter.com/KyivIndependent/status/1541273626615468034
[68] https://twitter.com/KyivIndependent/status/1541001132209852417
[67] https://twitter.com/KyivIndependent/status/1540891262324178946
[62] https://twitter.com/KyivIndependent/status/1540988774632591362
[54] https://twitter.com/kyivindependent/status/1541001132209852417
[48] https://twitter.com/KyivIndependent/status/1541113735582027776
[45] https://twitter.com/kyivindependent/status/1541163656213397507
[43] https://twitter.com/KyivIndependent/status/1541267133937631234
[39] https://twitter.com/KyivIndependent/status/1540967621583069184

Top URLs in Tweet in G1:
[77] https://kyivindependent.com/national/sievierodonetsk-falls-to-russia-fighting-shifts-to-lysychansk
[13] https://kyivindependent.com/hot-topic/belarus-weekly-ukraine-is-stepping-up-its-combat-readiness-in-4-regions-bordering-belarus
[7] https://twitter.com/ImsatishsSharma/status/1541306276746973184?s=20&t=iMPPWvJ_WzlGr2H6FlkBIw
[6] https://twitter.com/KyivIndependent/status/1541318913392361472
[6] https://twitter.com/Kanchanahuja90/status/1541310133484912640?s=20&t=iOgKGXSnuN604jQZcWZH6w
[5] https://twitter.com/KyivIndependent/status/1540891262324178946
[4] https://twitter.com/Shakshirawat6/status/1541302125413953536?s=20&t=5vE5MXVLdsdPiK83hTRtvA
[4] https://twitter.com/KyivIndependent/status/1541113735582027776
[4] https://twitter.com/KyivIndependent/status/1540988774632591362
[4] https://twitter.com/KyivIndependent/status/1540481854838636555

Top URLs in Tweet in G2:
[15] https://www.google.com/imgres?imgurl=https://d3i6fh83elv35t.cloudfront.net/static/2020/09/2020-09-13T142213Z_441073510_RC2QXI9R28B6_RTRMADP_3_BELARUS-ELECTION-UKRAINE-PROTESTS-1024x743.jpg&imgrefurl=https://www.pbs.org/newshour/world/belarus-protests-enter-6th-week-still-demand-leader-resign&tbnid=zfcK7w7Q04YbTM&vet=1&docid=OD3EmI6QDHN_RM&w=1024&h=743&source=sh/x/im
[11] https://twitter.com/kyivindependent/status/1541001132209852417
[9] https://fineartamerica.com/featured/faith-sees-best-in-the-dark-karen-cook.html
[9] https://twitter.com/KyivIndependent/status/1541051225193562117
[7] https://www.dailymail.co.uk/news/article-10954233/Beast-East-Panicking-Putin-calls-OBESE-20st-retired-general-lead-forces-Ukraine.html
[6] https://time.is/pt_br/kyiv
[6] https://twitter.com/KyivIndependent/status/1541113735582027776
[6] https://twitter.com/KyivIndependent/status/1540967621583069184
[6] https://twitter.com/bradyafr/status/1541122872831184900
[6] https://twitter.com/KyivIndependent/status/1541001132209852417

Top URLs in Tweet in G3:
[5] https://twitter.com/KyivIndependent/status/1541273626615468034
[5] https://euromaidanpress.com/2022/06/27/ukraine-starts-hitting-ammunition-depots-deep-in-russias-rear/
[4] https://twitter.com/KyivIndependent/status/1541113735582027776
[3] https://kyivindependent.com/national/sievierodonetsk-falls-to-russia-fighting-shifts-to-lysychansk
[3] https://www.19fortyfive.com/2022/06/new-video-shows-a-ukrainian-drone-drop-a-bomb-on-russian-soldier/
[2] https://twitter.com/Dragonvibee/status/1538893819889868800?t=tE13U-UrT_Q3qRncphMl6Q&s=19
[2] https://twitter.com/kyivindependent/status/1540947705131933696
[2] https://twitter.com/KyivIndependent/status/1541239861952352256
[2] https://www.businessinsider.com/china-russia-alternative-swift-payment-cips-spfs-yuan-ruble-dollar-2022-4
[2] https://www.youtube.com/watch?v=5RVn_bslSKQ


Top URLs in Tweet in G4:
[45] https://twitter.com/KyivIndependent/status/1541273626615468034
[30] https://twitter.com/KyivIndependent/status/1540891262324178946
[23] https://twitter.com/KyivIndependent/status/1541113735582027776
[20] https://twitter.com/KyivIndependent/status/1541001132209852417
[16] https://twitter.com/KyivIndependent/status/1541063620410343426
[16] https://twitter.com/KyivIndependent/status/1541267133937631234
[15] https://twitter.com/KyivIndependent/status/1541117066605989891
[15] https://twitter.com/kyivindependent/status/1541273626615468034
[14] https://twitter.com/kyivindependent/status/1541001132209852417
[13] https://twitter.com/KyivIndependent/status/1541138551210926080

Top URLs in Tweet in G5:
[13] https://twitter.com/KyivIndependent/status/1541197279591374849
[6] https://twitter.com/kyivindependent/status/1541210985243058177
[6] https://twitter.com/kyivindependent/status/1541197279591374849
[5] https://kyivindependent.com/post/security-service-says-russias-intelligence-recruited-ukrainian-mp-derkach
[4] https://kyivindependent.com/national/sievierodonetsk-falls-to-russia-fighting-shifts-to-lysychansk
[4] https://twitter.com/kyivindependent/status/1540891262324178946
[3] https://twitter.com/KyivIndependent/status/1540744939113533440?t=AwMKu22gxTDcAY7SMIUWBQ&s=19
[3] https://twitter.com/KyivIndependent/status/1540963425404289025
[3] https://twitter.com/KyivIndependent/status/1541163656213397507
[3] https://twitter.com/KyivIndependent/status/1540955222180302850

Top URLs in Tweet in G6:
[3] https://twitter.com/mrkovalenko/status/1540683486876651521?s=21
[3] https://twitter.com/KyivIndependent/status/1541228128978231297
[2] https://www.youtube.com/watch?app=desktop&v=1LLRHKVupx4
[2] https://twitter.com/KyivIndependent/status/1540705822115856386
[1] https://kyivindependent.com/national/sievierodonetsk-falls-to-russia-fighting-shifts-to-lysychansk
[1] https://twitter.com/kyivindependent/status/1541156692590792705
[1] https://twitter.com/kyivindependent/status/1541273626615468034
[1] https://www.ibtimes.sg/lyudmila-denisova-disgraced-ombudswoman-fired-by-ukraine-parliament-admits-she-lied-about-rapes-65119
[1] https://www.reuters.com/business/energy/japan-talks-with-us-europe-over-banning-russian-oil-imports-kyodo-2022-03-07/
[1] https://www.dw.com/en/why-ukraines-human-rights-chief-lyudmila-denisova-was-dismissed/a-62017920

Top URLs in Tweet in G7:
[3] https://twitter.com/KyivIndependent/status/1540705822115856386
[2] https://www.vice.com/en/article/wxneb4/ukraine-patrick-lancaster-journalist
[1] https://twitter.com/luxrosalux/status/1541007320980881408
[1] https://twitter.com/luxrosalux/status/1541013215102078977
[1] https://www.dailymail.co.uk/news/article-10954233/Beast-East-Panicking-Putin-calls-OBESE-20st-retired-general-lead-forces-Ukraine.html
[1] http://on.Mr
[1] https://www.theguardian.com/world/2022/jun/20/russian-emails-vladimir-putin-llcinvest?CMP=Share_AndroidApp_Other
[1] https://cdn.theatlantic.com/assets/media/img/posts/goering.jpg

Top URLs in Tweet in G8:
[3] https://twitter.com/kyivindependent/status/1541239861952352256
[2] https://twitter.com/catbuchatskiy/status/1539758521104973826
[1] https://twitter.com/KyivIndependent/status/1541267133937631234
[1] https://twitter.com/KyivIndependent/status/1541076739669065731
[1] https://twitter.com/KyivIndependent/status/1541138551210926080
[1] https://twitter.com/KyivIndependent/status/1541239861952352256?t=LLxo9KlCPcPh4vdc5qd-0w&s=19
[1] https://twitter.com/ukraine66251776/status/1541094694427496448
[1] http://Africa.it
[1] https://twitter.com/KyivIndependent/status/1540950368691130368
[1] https://twitter.com/KyivIndependent/status/1540838072325214209

Top URLs in Tweet in G9:
[33] https://twitter.com/kyivindependent/status/1540310073813204994
[28] https://twitter.com/kyivindependent/status/1541051225193562117
[18] https://twitter.com/kyivindependent/status/1541267133937631234
[16] https://twitter.com/kyivindependent/status/1541163656213397507
[15] https://twitter.com/KyivIndependent/status/1540310073813204994
[2] https://twitter.com/KyivIndependent/status/1539944103840026626
[2] https://twitter.com/kyivindependent/status/1541117066605989891
[1] https://www.google.com/imgres?imgurl=https://d3i6fh83elv35t.cloudfront.net/static/2020/09/2020-09-13T142213Z_441073510_RC2QXI9R28B6_RTRMADP_3_BELARUS-ELECTION-UKRAINE-PROTESTS-1024x743.jpg&imgrefurl=https://www.pbs.org/newshour/world/belarus-protests-enter-6th-week-still-demand-leader-resign&tbnid=zfcK7w7Q04YbTM&vet=1&docid=OD3EmI6QDHN_RM&w=1024&h=743&source=sh/x/im
[1] https://twitter.com/kyivindependent/status/1540891262324178946
[1] https://twitter.com/fromTGA/status/1541108135376592896?s=20&t=i6rQ6ClsuyeTUTZH4DPlNw

Top URLs in Tweet in G10:
[17] https://twitter.com/kyivindependent/status/1541267135011364864
[15] https://twitter.com/kyivindependent/status/1540798363330908160
[13] https://twitter.com/kyivindependent/status/1540838072325214209
[12] https://twitter.com/KyivIndependent/status/1541267135011364864
[7] https://twitter.com/KyivIndependent/status/1541001132209852417
[6] https://twitter.com/KyivIndependent/status/1541117066605989891
[5] https://twitter.com/KyivIndependent/status/1541239861952352256
[3] https://twitter.com/kyivindependent/status/1540919883453632512
[3] https://twitter.com/HubertHurkacz/status/1541104981285158912
[2] https://twitter.com/KyivIndependent/status/1541009710270267394?s=20&t=CUbms1uiE7yyzkF70UQOvg

Top Domains
Top Domains in Tweet in Entire Graph:
[2405] twitter.com
[161] kyivindependent.com
[61] youtube.com
[17] google.com
[14] co.uk
[14] cnn.com
[10] wikipedia.org
[9] euromaidanpress.com
[9] reuters.com
[9] fineartamerica.com

Top Domains in Tweet in G1:
[142] twitter.com
[105] kyivindependent.com
[15] youtube.com
[4] reuters.com
[3] yugmet.com
[2] co.uk
[2] oryxspioenkop.com
[2] yahoo.com
[2] washingtonpost.com
[1] t.me

Top Domains in Tweet in G2:
[195] twitter.com
[16] google.com
[11] youtube.com
[9] fineartamerica.com
[7] co.uk
[6] time.is
[6] kyivindependent.com
[6] apple.news
[5] thedrive.com
[4] bbc.com

Top Domains in Tweet in G3:
[70] twitter.com
[20] youtube.com
[5] euromaidanpress.com
[3] co.uk
[3] kyivindependent.com
[3] businessinsider.com
[3] theguardian.com
[3] 19fortyfive.com
[3] com.ua
[2] washingtonpost.com

Top Domains in Tweet in G4:
[661] twitter.com
[12] kyivindependent.com
[1] sapo.pt
[1] wa.me
[1] bbc.com
[1] youtube.com

Top Domains in Tweet in G5:
[71] twitter.com
[10] kyivindependent.com
[3] outney.net
[3] nytimes.com
[1] euronews.com
[1] lemonde.fr
[1] mexiconewsdaily.com
[1] gob.mx
[1] ignorance.us

Top Domains in Tweet in G6:
[24] twitter.com
[4] youtube.com
[2] msn.com
[1] kyivindependent.com
[1] ibtimes.sg
[1] reuters.com
[1] dw.com
[1] rferl.org
[1] co.uk
[1] bbc.com

Top Domains in Tweet in G7:
[5] twitter.com
[2] vice.com
[1] co.uk
[1] on.mr
[1] theguardian.com
[1] theatlantic.com

Top Domains in Tweet in G8:
[16] twitter.com
[1] africa.it

Top Domains in Tweet in G9:
[116] twitter.com
[1] google.com

Top Domains in Tweet in G10:
[99] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[175] ukraine
[155] standwithukraine
[115] russia
[115] slavaukraini
[114] armukrainenow
[55] ukrainerussiawar
[50] russianwarcrimes
[50] putin
[46] openukrainianports
[46] savemariupoldonbasandazov



Top Hashtags in Tweet in G1:
[58] ukraine
[54] slavaukraini
[46] openukrainianports
[46] savemariupoldonbasandazov
[46] sendukraineheavyweapons
[46] lethumanitarianaidthrough
[46] openhumanecorridors
[46] helpmariupolevacuate
[46] sendukrainehumanitarianaide
[46] stoprussiangenocide

Top Hashtags in Tweet in G2:
[73] armukrainenow
[43] standwithukraine
[43] ukraine
[35] russia
[25] armukraine
[22] belarus
[18] stoprussia
[18] g7
[16] ukrainerussiawar
[14] slavaukraini

Top Hashtags in Tweet in G3:
[10] russia
[8] slavaukraini
[8] putin
[7] ukraine
[7] standwithukraine
[5] istandwithrussia
[4] putinwarcriminal
[4] fckputin
[3] ukrainerussiawar
[3] zelensky

Top Hashtags in Tweet in G4:
[35] standwithukraine
[25] ukraine
[14] russiaisaterroriststate
[13] ukrainerussiawar
[11] slavaukraini
[9] russianwarcrimes
[9] russian
[8] russia
[8] armukrainenow
[8] putinwarcriminal

Top Hashtags in Tweet in G5:
[17] russia
[13] ukraine
[10] destroyrussia
[10] istandwithukraine
[9] standwithukriane
[8] putin
[7] saveukraine
[7] ウクライナ
[6] slavaukraini
[6] standwithukraine

Top Hashtags in Tweet in G6:
[3] slavaukraini
[2] ukraine
[2] mrl
[1] escalatepeace
[1] escalatingwar
[1] istandwithrussia
[1] putin
[1] armukrainenow

Top Hashtags in Tweet in G7:
[1] tajikistan
[1] turkmenistan
[1] putin
[1] russia
[1] russiaisaterroriststate

Top Hashtags in Tweet in G8:
[5] stopputin
[5] nato
[4] standwithukraine
[3] wearetheworld
[3] westandwithukraine
[3] ukraineistheworld
[3] ukraine
[2] warcrimes
[2] genocide
[2] armukrainenow

Top Hashtags in Tweet in G9:
[1] russianwarcrimes

Top Hashtags in Tweet in G10:
[13] slavaukraini
[4] russianwarcrimes
[2] stopputinnow
[2] sendmoreweaponsnow
[1] areyouproud
[1] terrorist
[1] ukraine
[1] fckputin
[1] slavaukraine

Top Words
Top Words in Tweet in Entire Graph:
[13488] kyivindependent
[4576] russia
[3913] ukraine
[2828] russian
[2447] june
[1983] building
[1855] 26
[1545] forces
[1509] people
[1345] missile

Top Words in Tweet in G1:
[3169] kyivindependent
[2115] june
[1690] building
[1597] russia
[1563] 26
[1454] russian
[1436] ukraine
[1222] forces
[1040] hit
[1035] missile

Top Words in Tweet in G2:
[2647] kyivindependent
[720] ukraine
[593] russia
[391] russian
[301] putin
[294] against
[293] nato
[209] stop
[197] more
[194] war

Top Words in Tweet in G3:
[3607] kyivindependent
[1228] russia
[683] ukraine
[413] russian
[395] war
[279] people
[262] more
[253] amp
[222] russians
[216] arctic_resurect

Top Words in Tweet in G4:
[65] ukraine
[53] russia
[43] quote
[36] #standwithukraine
[33] war
[33] putin
[29] russian
[26] #ukraine
[17] good
[17] more

Top Words in Tweet in G5:
[931] kyivindependent
[257] russia
[181] ukraine
[116] russian
[86] putin
[76] war
[63] people
[62] ethanleeryan1
[58] world
[53] lnowatt

Top Words in Tweet in G6:
[566] kyivindependent
[132] ukraine
[126] russia
[64] west
[62] russian
[50] war
[44] ukrainian
[42] putin
[42] pmurnion
[41] paul07854640

Top Words in Tweet in G7:
[334] kyivindependent
[67] ukraine
[66] luxrosalux
[60] satoshidisco
[46] russia
[30] thejopublic
[30] joshuan18655718
[26] iodrzanski
[25] putin
[24] war

Top Words in Tweet in G8:
[66] kyivindependent
[25] ukraine
[22] amp
[17] joerogan
[17] cnn
[16] idf
[15] billgates
[14] statedept
[14] foxnews
[14] abc

Top Words in Tweet in G9:
[78] russia
[64] military
[57] yes
[55] more
[51] estimates
[50] war
[50] last
[50] russians
[50] 10
[49] hard

Top Words in Tweet in G10:
[27] air
[26] kyivindependent
[25] aim
[25] launched
[24] ranges
[23] missile
[19] same
[18] reports
[18] used
[18] defense

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1782] june,26
[1159] russian,missile
[1135] story,building
[1134] shevchenkivskyi,district
[1129] building,kyiv's
[1015] armed,forces
[1000] forces,ukraine
[994] estimates,russia
[994] according,armed
[993] indicative,estimates

Top Word Pairs in Tweet in G1:
[1562] june,26
[1000] russian,missile
[995] story,building
[995] shevchenkivskyi,district
[994] building,kyiv's
[885] armed,forces
[878] forces,ukraine
[877] according,armed
[876] indicative,estimates
[876] estimates,russia

Top Word Pairs in Tweet in G2:
[128] against,ukraine
[124] ukraine,against
[123] zelenskyy,100
[122] russian,aggression
[121] stop,russian
[120] kyivindependent,fact
[120] leaders,g7
[119] fact,leaders
[119] g7,gathered
[119] gathered,germany

Top Word Pairs in Tweet in G3:
[190] pesce_libero,kyivindependent
[152] kyivindependent,potus
[147] usaforukraine11,kyivindependent
[116] kyivindependent,russia
[103] rui133,kyivindependent
[84] bhadraloka1,kyivindependent
[82] duckman60966448,ashish_tajiyan
[82] ashish_tajiyan,rui133
[81] cainmri,kyivindependent
[68] jack1492,kyivindependent

Top Word Pairs in Tweet in G4:
[7] war,crimes
[7] long,takes
[5] ブルームバーグ,制裁はロシアを1918年以来の最初の外国のデフォルトに追いやる
[4] russian,military
[4] 伝えられるところによると,ウクライナの軍隊は
[4] 制裁はロシアを1918年以来の最初の外国のデフォルトに追いやる,ロシアは
[4] ロシアは,ウクライナへの全面的な侵攻に対して課せられた懲罰的な西側の制裁措置により
[4] ウクライナへの全面的な侵攻に対して課せられた懲罰的な西側の制裁措置により,1世紀ぶりに外貨建てのソブリン債務をデフォルトにした
[4] 06,2022
[4] 2022,#standwithukraine

Top Word Pairs in Tweet in G5:
[62] ethanleeryan1,kyivindependent
[53] lnowatt,ethanleeryan1
[37] pjflyers,kyivindependent
[30] weyitzkuintli,lnowatt
[29] kyivindependent,russia
[23] june,26
[23] smittysnorkel,lnowatt
[22] andreyzvm,kyivindependent
[19] long,range
[19] nobodyk83030025,andreyzvm

Top Word Pairs in Tweet in G6:
[42] pmurnion,kyivindependent
[41] paul07854640,pmurnion
[34] elliotdeal1,kyivindependent
[30] morris5021,kyivindependent
[26] hassuklovni,paul07854640
[23] kyivindependent,russia
[23] gerimonsen1,kyivindependent
[20] jackrya27121132,elliotdeal1
[18] bk1_168,kyivindependent
[15] june,26

Top Word Pairs in Tweet in G7:
[60] satoshidisco,kyivindependent
[34] luxrosalux,kyivindependent
[22] joshuan18655718,thejopublic
[19] hunterbc1972,kyivindependent
[17] thejopublic,kyivindependent
[16] nathant01532681,hunterbc1972
[14] andinocapital,kyivindependent
[13] kyivindependent,hope
[12] oldphon99484273,satoshidisco
[11] hope,general

Top Word Pairs in Tweet in G8:
[12] torontostar,globeandmail
[12] globeandmail,nytimes
[12] nytimes,timesofindia
[12] timesofindia,httweets
[12] httweets,timesnow
[12] timesnow,joerogan
[12] joerogan,bbcbreaking
[12] bbcbreaking,tuckercarlson
[12] tuckercarlson,foxnews
[12] foxnews,abc

Top Word Pairs in Tweet in G9:
[48] saw,miners
[48] miners,hard
[48] hard,work
[48] work,last
[48] last,week
[48] week,kyiv
[48] kyiv,area
[48] area,russians
[48] russians,placed
[48] placed,mines

Top Word Pairs in Tweet in G10:
[17] reports,come
[17] come,nasams
[17] nasams,maximum
[17] maximum,range
[17] range,30km
[17] 30km,depending
[17] depending,type
[17] type,interceptor
[17] interceptor,missile
[17] missile,used

Top Replied-To
Top Replied-To in Entire Graph:
@kyivindependent
@arctic_resurect
@inkoommanasseh
@duckman60966448
@opposide2
@mangalani
@originalramayan
@signatureedo
@satoshidisco
@cainmri

Top Replied-To in G1:
@kyivindependent
@ozigrealain
@barfisyed1
@thenutward
@oscar32736
@thatkylesmith
@pukwinnie
@vctorbu2
@dnamwanja
@froshhelboss

Top Replied-To in G2:
@kyivindependent
@inkoommanasseh
@originalramayan
@realleekster
@volodymyrdotcom
@le7ho
@signatureedo
@kinzhalrus
@elywblack
@b09194809best

Top Replied-To in G3:
@kyivindependent
@arctic_resurect
@duckman60966448
@opposide2
@cainmri
@davepost59
@signatureedo
@bhadraloka1
@priestritchie
@antoshkabarbosa

Top Replied-To in G5:
@kyivindependent
@weyitzkuintli
@pjflyers
@smittysnorkel
@nobodyk83030025
@j_power1
@zumperh
@twatwhat1
@pinksuitgod
@russiaconflict

Top Replied-To in G6:
@kyivindependent
@dushjr
@gerimonsen1
@js1zl
@askin4friends
@elliotdeal1
@jackrya27121132
@alfa47945175
@_tucheliban
@cathyraats

Top Replied-To in G7:
@kyivindependent
@luxrosalux
@satoshidisco
@andinocapital
@iodrzanski
@mpangarichard9
@oldphon99484273
@rowanfoto
@sieazoid
@joshuan18655718

Top Replied-To in G8:
@kyivindependent
@torontostar
@mandycyrus8
@july63881871
@stzaryn
@observer0408
@echrepairs
@sam1993a
@unitedstates
@gnunoamaral

Top Replied-To in G9:
@kyivindependent
@shintomac
@rjakubonis
@valentiayaltoro

Top Replied-To in G10:
@kyivindependent
@vallz8714
@patsyastrid
@rolandoliphant
@intlcrimcourt
@holuwaphelha
@kremlinrussia_e
@doc10011
@tmekanji
@proud_indian_45

Top Mentioned
Top Mentioned in Entire Graph:
@kyivindependent
@potus
@rui133
@pesce_libero
@ashish_tajiyan
@nato
@usaforukraine11
@lt3000lyall
@markkirsh
@zelenskyyua

Top Mentioned in G1:
@kyivindependent
@barfisyed1
@tinpinho
@johnblaxland1
@oryxspioenkop
@defenceu
@luca31404488
@projectvolyaeng
@kason0420
@thenutward

Top Mentioned in G2:
@kyivindependent
@potus
@nato
@zelenskyyua
@ashish_tajiyan
@rui133
@un
@mealegreasy
@realleekster
@borisjohnson

Top Mentioned in G3:
@kyivindependent
@pesce_libero
@potus
@usaforukraine11
@rui133
@ashish_tajiyan
@jack1492
@raidenip94
@arctic_resurect
@cainmri

Top Mentioned in G4:

Top Mentioned in G5:
@kyivindependent
@ethanleeryan1
@lnowatt
@firstmate1060
@andreyzvm
@pjflyers
@klausrieneck
@emmanuelmacaul3
@monkey14444
@euromaidanpress

Top Mentioned in G6:
@kyivindependent
@pmurnion
@paul07854640
@hassuklovni
@morris5021
@elliotdeal1
@bk1_168
@askin4friends
@antexol
@klugkas

Top Mentioned in G7:
@kyivindependent
@thejopublic
@joshuan18655718
@nathant01532681
@satoshidisco
@hunterbc1972
@luxrosalux
@plaid_zelensky
@iodrzanski
@pinksuitgod

Top Mentioned in G8:
@kyivindependent
@joerogan
@cnn
@ukraine
@idf
@billgates
@statedept
@foxnews
@abc
@cbs

Top Mentioned in G9:
@adrianwiddowson
@kyivindependent

Top Mentioned in G10:
@kyivindependent
@iaponomarenko
@bobbyfresh78
@embassyofrussia
@rusembusa
@russiaun
@russianembassy
@klingoblingo30
@vaggonis
@adamatfg

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@paoloigna1
@remindme_ofthis
@federicoalves
@hirogallery
@syatekiya072
@inabster
@_redfrog
@jondknight

Top Tweeters in G1:
@oldlady12345
@federicoalves
@_redfrog
@jondknight
@citrus_kyoto
@nsaidian
@dawnclark6
@yymods
@lehimesa
@scheerenberger

Top Tweeters in G2:
@missb62
@nortesur7
@manchuriandevil
@marting8177
@multijo1
@brettaapplebaum
@meomy1236
@alaskarebel
@marykeithbare1
@courageousgirl2

Top Tweeters in G3:
@remindme_ofthis
@m5b1tch
@odoylecharlotte
@wavetossed
@urocklive1
@cinghsian
@konemoheavy
@drfarmertx
@bckrda
@blkhwk0ps

Top Tweeters in G4:
@hirogallery
@sddphoto
@willseattle
@sampson_elaine
@sooze555
@pebblegreen2
@loreyjeanene
@lekh27
@dtikitakaqueen
@piyakhanna

Top Tweeters in G5:
@jmramos1701d
@jrbkjrbk
@irishtimes
@eilonwy24
@astartiel
@msdixiediva8253
@beatax088
@snarky_op
@independent_ie
@coupdtrump

Top Tweeters in G6:
@tatzanx
@susanvermazen
@ak2webd3
@colleenmmck618
@davidwcummins
@georgegalloway
@fcassia
@cernusson
@lyndaed67738455
@paula_dockery

Top Tweeters in G7:
@mstepczyk
@baddcompani
@ardwen2
@chuksjonia
@angelaplummer3
@chenweihua
@bryncadnocobs
@youtube
@songstobe
@coze1challenge1

Top Tweeters in G8:
@httweets
@ndtv
@reuters
@timesnow
@business
@timesofindia
@guardian
@globeandmail
@skynews
@nypost

Top Tweeters in G9:
@pollsstar
@carriesweet2017
@snarkytoes
@b_sputnik
@matthewcronin9
@dabrams2021
@andymoz78
@bmupstateny
@debbienester1
@lurigdramacdall

Top Tweeters in G10:
@ansisegle
@sabcnews
@tates5a
@lalitaamazing
@greedalitism365
@geromanat
@cate_long
@mariamisilewich
@endgameww3
@gramm_football


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