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KyivIndependent Twitter NodeXL SNA Map and Report for Tuesday, 24 May 2022 at 11:38 UTC (experimental version)
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From:
Smartkiwi
Uploaded on:
May 24, 2022
Short Description:
KyivIndependent via NodeXL https://bit.ly/3PEJjbC
@kyivindependent
@expatua
@littlemayo
@ezralevant
@iaponomarenko
@hobbyath
@hanahanadeutsch
@togarimori7
@noriesun
@markmackinnon

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

Description:
Description
The graph represents a network of 10,740 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 Tuesday, 24 May 2022 at 12:44 UTC.

The tweets in the network were tweeted over the 20-hour, 32-minute period from Monday, 23 May 2022 at 15:04 UTC to Tuesday, 24 May 2022 at 11:37 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 : 10740
Unique Edges : 16383
Edges With Duplicates : 20112
Total Edges : 36495
Number of Edge Types : 5
Replies to : 13447
Mentions : 14382
MentionsInRetweet : 1799
Retweet : 5247
Tweet : 1620
Self-Loops : 1706
Reciprocated Vertex Pair Ratio : 0.0476948351986857
Reciprocated Edge Ratio : 0.0910471896898123
Connected Components : 901
Single-Vertex Connected Components : 725
Maximum Vertices in a Connected Component : 9409
Maximum Edges in a Connected Component : 34962
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.807822
Graph Density : 0.000176933896067571
Modularity : 0.358346
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 10,740 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 Tuesday, 24 May 2022 at 12:44 UTC.

The tweets in the network were tweeted over the 20-hour, 32-minute period from Monday, 23 May 2022 at 15:04 UTC to Tuesday, 24 May 2022 at 11:37 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:
[310] https://twitter.com/KyivIndependent/status/1528822613421834240
[280] https://twitter.com/kyivindependent/status/1528657669388652544
[270] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[175] https://twitter.com/KyivIndependent/status/1528908802476605441
[129] https://kyivindependent.com/hot-topic/whats-inside-the-russian-and-ukrainian-military-food-kit/
[125] https://twitter.com/KyivIndependent/status/1528967351730855936
[106] https://kyivindependent.com/national/mykolaiv-holds-on-through-russian-bombardment-lack-of-water/
[106] https://kyivindependent.com/national/ukrainians-fleeing-russian-occupation-we-decided-it-was-scarier-to-stay-so-we-left/
[91] https://twitter.com/KyivIndependent/status/1528657669388652544
[88] https://twitter.com/kyivindependent/status/1528908802476605441

Top URLs in Tweet in G1:
[73] https://kyivindependent.com/national/mykolaiv-holds-on-through-russian-bombardment-lack-of-water/
[63] https://kyivindependent.com/national/ukrainians-fleeing-russian-occupation-we-decided-it-was-scarier-to-stay-so-we-left/
[37] https://kyivindependent.com/national/russian-soldier-jailed-for-life-for-killing-civilian-in-ukraine-lawyer-prepares-appeal/
[11] https://twitter.com/KyivIndependent/status/1528908802476605441
[8] https://twitter.com/KyivIndependent/status/1529016253712564225
[7] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[7] https://twitter.com/KyivIndependent/status/1528967351730855936
[6] https://twitter.com/KyivIndependent/status/1528807709419634690
[6] https://twitter.com/KyivIndependent/status/1528771984791900160
[6] https://twitter.com/KyivIndependent/status/1528822613421834240

Top URLs in Tweet in G2:
[71] https://edition.cnn.com/2022/05/23/politics/satellite-images-grain-crimea/index.html
[28] https://twitter.com/KyivIndependent/status/1528822613421834240
[24] https://www.bbc.com/news/world-europe-61555390
[19] https://twitter.com/KyivIndependent/status/1528967351730855936
[18] https://twitter.com/KyivIndependent/status/1528908802476605441
[17] https://www.themoscowtimes.com/2022/05/24/moscow-held-kherson-region-to-ask-for-russian-military-base-a77776
[17] https://www.theguardian.com/world/2022/may/23/warmongering-lies-and-hatred-russian-diplomat-in-geneva-resigns-over-ukraine-invasion
[16] https://twitter.com/KyivIndependent/status/1528771984791900160
[15] https://cla.umn.edu/chgs/holocaust-genocide-education/resource-guides/holodomor
[13] https://www.youtube.com/watch?v=IuD8yYSvhdA


Top URLs in Tweet in G3:
[6] https://twitter.com/KyivIndependent/status/1528730373802295296
[5] https://twitter.com/kyivindependent/status/1528908802476605441
[5] https://www.bbc.com/news/world-europe-61555390
[4] https://twitter.com/KyivIndependent/status/1528576036400668672
[3] https://twitter.com/KyivIndependent/status/1528822613421834240
[3] https://twitter.com/wendy_dyers/status/1525157379062611968?t=aDkuJlUHmSbLXfPLWsUzow&s=19
[3] https://www.statista.com/chart/amp/18794/net-contributors-to-eu-budget/
[3] https://www.merkur.de/politik/lambrecht-verteidigungsministerium-ukraine-krieg-news-konflikt-waffenlieferungen-geheimpapier-marder-panzer-91563538.html
[3] https://twitter.com/kyivindependent/status/1528876405341437952
[2] https://twitter.com/KyivIndependent/status/1528780208865787905

Top URLs in Tweet in G4:
[60] https://twitter.com/KyivIndependent/status/1528967351730855936
[57] https://twitter.com/KyivIndependent/status/1528908802476605441
[38] https://twitter.com/kyivindependent/status/1528908802476605441
[33] https://twitter.com/KyivIndependent/status/1528822613421834240
[31] https://twitter.com/KyivIndependent/status/1528761219565461506
[29] https://twitter.com/KyivIndependent/status/1528839954373267457
[25] https://twitter.com/KyivIndependent/status/1528771984791900160
[24] https://twitter.com/kyivindependent/status/1528967351730855936
[23] https://twitter.com/KyivIndependent/status/1528780208865787905
[23] https://twitter.com/KyivIndependent/status/1528829364032389127

Top URLs in Tweet in G5:
[186] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[117] https://kyivindependent.com/hot-topic/whats-inside-the-russian-and-ukrainian-military-food-kit/
[28] https://kyivindependent.com/national/ukrainians-fleeing-russian-occupation-we-decided-it-was-scarier-to-stay-so-we-left/
[23] https://twitter.com/KyivIndependent/status/1528771984791900160
[22] https://kyivindependent.com/national/russian-soldier-jailed-for-life-for-killing-civilian-in-ukraine-lawyer-prepares-appeal/
[19] https://kyivindependent.com/national/mykolaiv-holds-on-through-russian-bombardment-lack-of-water/
[10] https://www.cnn.com/videos/world/2022/05/23/russia-steals-grain-from-ukraine-maxar-satellite-images-marquardt-dnt-lead-vpx.cnn
[9] https://twitter.com/kyivindependent/status/1528822613421834240
[6] https://realcontextnews.com/putins-zombie-russian-slavic-ethnonationalism-is-utterly-banal/
[6] https://www.youtube.com/watch?v=jhRWE2Q9JoA&feature=youtu.be


Top URLs in Tweet in G6:
[9] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[6] https://kyivindependent.com/opinion/oksana-bashuk-hepburn-winners-and-losers-of-russias-war/
[3] https://twitter.com/KyivIndependent/status/1529040066793938945
[3] https://twitter.com/WW1POET/status/1528441685054697472
[3] https://twitter.com/kyivindependent/status/1528606089671061504
[3] https://twitter.com/nicholadrummond/status/1528473552785227782
[3] https://tenzerstrategics.substack.com/p/dont-be-emotional-about-putins-war
[2] https://en.m.wikipedia.org/wiki/List_of_foreign_aid_to_Ukraine_during_the_Russo-Ukrainian_War
[2] https://twitter.com/PelmeniPusha/status/1528761351698534400
[2] https://twitter.com/Levi_godman/status/1528675004023439361

Top URLs in Tweet in G7:
[201] https://twitter.com/KyivIndependent/status/1528822613421834240

Top URLs in Tweet in G8:
[171] https://twitter.com/kyivindependent/status/1528657669388652544
[4] https://twitter.com/KyivIndependent/status/1528657669388652544
[1] https://twitter.com/KyivIndependent/status/1528606089671061504

Top URLs in Tweet in G9:
[2] https://edition.cnn.com/videos/world/2020/03/12/russian-trolls-ghana-ward-pkg-vpx.cnn
[2] https://twitter.com/KyivIndependent/status/1528657669388652544
[1] https://www.weforum.org/events/world-economic-forum-annual-meeting-2022/sessions/special-address-by-volodymyr-zelenskyy-president-of-ukraine-8fb26bbcb1
[1] https://twitter.com/KyivIndependent/status/1529033966942142464?s=20&t=eR2Ny0pu-m2_1hKIuiFVww
[1] https://www.firstpost.com/world/how-a-racist-conspiracy-theory-edges-into-the-mainstream-in-france-10378361.html
[1] https://www.youtube.com/watch?v=tfDRhrUQzzM&feature=youtu.be

[1] https://som.yale.edu/story/2022/almost-1000-companies-have-curtailed-operations-russia-some-remain
[1] https://www.statista.com/statistics/269729/documented-civilian-deaths-in-iraq-war-since-2003/
[1] https://twitter.com/censoredclothi1/status/1528860574565769217
[1] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/

Top URLs in Tweet in G10:
[56] https://twitter.com/KyivIndependent/status/1528405346179764224
[12] https://kyivindependent.com/uncategorized/ukraine-launches-hotline-for-russian-armys-soldiers-to-surrender/
[4] https://twitter.com/kyivindependent/status/1528447765260316675
[3] https://www.britannica.com/topic/Tet-Offensive
[3] https://twitter.com/KyivIndependent/status/1528116469619367940
[2] https://twitter.com/kyivindependent/status/1528159317190291456
[2] https://twitter.com/kyivindependent/status/1528472615026937865
[2] https://twitter.com/KyivIndependent/status/1528908802476605441
[2] https://twitter.com/KyivIndependent/status/1528989118700605441?s=20&t=ffBc5zkyenEDJsinxV6nkA
[2] https://kyivindependent.com/national/voices-of-sieged-mariupol-its-not-even-comparable-to-hell/

Top Domains
Top Domains in Tweet in Entire Graph:
[3370] twitter.com
[747] kyivindependent.com
[93] youtube.com
[92] cnn.com
[48] bbc.com
[38] theguardian.com
[32] yale.edu
[21] themoscowtimes.com
[19] reuters.com
[19] co.uk

Top Domains in Tweet in G1:
[218] twitter.com
[194] kyivindependent.com
[29] youtube.com
[7] theguardian.com
[7] news247gh.com
[5] gov.ua
[5] bbc.com
[4] co.uk
[3] wikipedia.org
[3] politico.eu

Top Domains in Tweet in G2:
[344] twitter.com
[74] cnn.com
[29] bbc.com
[21] youtube.com
[20] theguardian.com
[19] themoscowtimes.com
[15] umn.edu
[15] kyivindependent.com
[10] twimg.com
[6] co.uk

Top Domains in Tweet in G3:
[71] twitter.com
[10] kyivindependent.com
[8] youtube.com
[7] bbc.com
[6] wikipedia.org
[4] statista.com
[3] theguardian.com
[3] dw.com
[3] merkur.de
[2] un.org

Top Domains in Tweet in G4:
[841] twitter.com
[21] kyivindependent.com
[1] gizmodo.com
[1] euractiv.com

Top Domains in Tweet in G5:
[377] kyivindependent.com
[126] twitter.com
[11] realcontextnews.com
[10] cnn.com
[10] youtube.com
[5] reuters.com
[2] edelman.com
[2] bbc.com
[2] bipartisanreport.com
[2] alkhanadeq.com

Top Domains in Tweet in G6:
[52] twitter.com
[17] kyivindependent.com
[3] substack.com
[2] wikipedia.org
[2] theguardian.com
[1] politico.eu
[1] cnbc.com
[1] cnn.com
[1] bailoutwatch.org
[1] cbc.ca

Top Domains in Tweet in G7:
[201] twitter.com

Top Domains in Tweet in G8:
[176] twitter.com

Top Domains in Tweet in G9:
[4] twitter.com
[2] cnn.com
[1] weforum.org
[1] firstpost.com
[1] youtube.com
[1] yale.edu
[1] statista.com
[1] kyivindependent.com

Top Domains in Tweet in G10:
[118] twitter.com
[16] kyivindependent.com
[3] britannica.com
[1] euronews.com
[1] kanaldom.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[208] ukraine
[169] standwithukraine
[146] russia
[118] russianwarcrimes
[103] slavaukraini
[73] armukrainenow
[66] supportukraine
[57] savemariupoldonbasandazov
[56] sendukraineheavyweapons
[56] lethumanitarianaidthrough



Top Hashtags in Tweet in G1:
[34] standwithukraine
[29] ukraine
[16] slavaukraini
[15] russia
[14] helpukraine
[13] armukrainenow
[13] russianwarcrimes
[12] stoprussianaggression
[12] stopputinnow
[12] standupforukraine

Top Hashtags in Tweet in G2:
[62] slavaukraini
[55] supportukraine
[54] savemariupoldonbasandazov
[54] sendukraineheavyweapons
[54] lethumanitarianaidthrough
[54] openhumanecorridors
[54] helpmariupolevacuate
[54] derussifyukraine
[54] sendukrainehumanitarianaide
[54] rebuildukraine

Top Hashtags in Tweet in G3:
[5] russia
[4] armukrainenow
[4] ukraine
[3] putin
[3] dividerussia
[3] standwithukraine
[3] stolenmillion
[2] russianarmy
[2] ukraine️
[2] russian

Top Hashtags in Tweet in G4:
[31] russianwarcrimes
[29] ukraine
[29] standwithukraine
[17] ukrainerussiawar
[14] russia
[12] armukrainenow
[11] russiaukrainewar
[10] putinwarcriminal
[9] slavaukraini
[8] germany

Top Hashtags in Tweet in G5:
[8] armukrainenow
[8] ukraine
[5] russian
[4] russia
[3] russianwarcrimes
[3] russianflag
[3] sweden
[3] finland
[3] nato
[3] putin

Top Hashtags in Tweet in G6:
[29] standwithukraine
[14] ukraine
[13] ligadeguerreros
[5] putin
[4] stopputin
[3] stopputinnow
[3] russianarmy
[3] russia
[2] notjustputin
[2] zelenskyy

Top Hashtags in Tweet in G9:
[3] putler
[3] russianwarcrimes
[2] russianpropaganda
[2] disinformation
[1] azovnazis
[1] negotiation
[1] france
[1] facist
[1] racist
[1] onlinehate

Top Hashtags in Tweet in G10:
[28] ukraine
[28] ウクライナ
[10] ゼレンスキー
[6] ロシア
[4] ミサイル
[4] マリウポリ
[4] 米国
[4] 新しいセキュリティ支援パッケージを提供
[4] 国防長官
[4] オースティン

Top Words
Top Words in Tweet in Entire Graph:
[13516] kyivindependent
[4513] ukraine
[3582] russia
[1965] russian
[1465] war
[951] forces
[944] ukrainian
[919] more
[850] 24
[830] putin

Top Words in Tweet in G1:
[3740] kyivindependent
[1692] ukraine
[1413] russia
[692] forces
[684] 24
[597] according
[584] losses
[572] armed
[571] combat
[563] indicative

Top Words in Tweet in G2:
[3919] kyivindependent
[841] ukraine
[704] russia
[471] russian
[354] war
[272] more
[266] ukrainian
[258] originalramayan
[229] people
[226] nato

Top Words in Tweet in G3:
[2289] kyivindependent
[447] russia
[414] ukraine
[226] eu
[202] war
[180] germany
[177] russian
[160] more
[152] joncoopertweets
[136] years

Top Words in Tweet in G4:
[75] russia
[68] ukraine
[48] russian
[41] war
[32] more
[32] #standwithukraine
[32] quote
[31] #russianwarcrimes
[29] putin
[27] world

Top Words in Tweet in G5:
[373] kyivindependent
[248] ukraine
[242] russia
[229] russian
[199] ukrainian
[194] iaponomarenko
[174] igorkossov
[166] war
[148] troops
[137] full

Top Words in Tweet in G6:
[184] kyivindependent
[47] ukraine
[38] russia
[30] #standwithukraine
[24] nytimes
[23] positions
[21] war
[21] right
[20] options
[19] ncdevils77

Top Words in Tweet in G7:
[201] ロシアはドンバスにウクライナの20倍の軍備を持っている
[147] ゼレンスキー
[147] おかしいな
[147] 勝ってるんじゃなかったの
[147] 西側諸国が送った武器はどうした
[54] 一方ゼレンスキーは
[54] もっと武器が必要だ
[54] と
[54] ダボスで演説
[2] kyivindependent

Top Words in Tweet in G8:
[513] 000
[175] democracy
[172] ukraine
[171] congress
[171] 40
[171] freedom
[2] russia
[2] end
[2] save

Top Words in Tweet in G9:
[307] kyivindependent
[65] ukraine
[48] russia
[27] karolinawierci1
[22] people
[22] think
[20] russian
[18] empiresunset
[18] pictureladyjan
[15] world

Top Words in Tweet in G10:
[49] ウクライナ東部の激戦地では毎日50
[49] 100名のウクライナ兵が戦死している状態とのこと
[29] #ukraine
[28] #ウクライナ
[27] russia
[21] losses
[20] ukraine
[20] google翻訳
[13] ウクライナ
[12] ロシア軍兵士の投降を求めるホットラインを開設

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[689] armed,forces
[669] forces,ukraine
[666] combat,losses
[665] indicative,estimates
[665] estimates,russia
[665] russia,combat
[665] according,armed
[475] 24,according
[474] losses,24
[441] russia,launched

Top Word Pairs in Tweet in G1:
[567] armed,forces
[564] forces,ukraine
[563] indicative,estimates
[563] estimates,russia
[563] russia,combat
[563] combat,losses
[563] according,armed
[399] 24,according
[398] losses,24
[271] feb,24

Top Word Pairs in Tweet in G2:
[237] originalramayan,kyivindependent
[88] kyivindependent,ukraine
[86] black,sea
[70] kyivindependent,russia
[68] ukrainian,grain
[66] kyivindependent,wjgunning
[63] wjgunning,here's
[63] here's,cnn
[63] cnn,story
[63] story,correctly

Top Word Pairs in Tweet in G3:
[152] kyivindependent,joncoopertweets
[82] markswitzer66,kyivindependent
[61] mariemeuhmeuh,kyivindependent
[46] 50,years
[45] kyivindependent,russia
[42] years,russia
[41] joncoopertweets,50
[41] russia,asks
[41] asks,rejoin
[41] rejoin,fifa

Top Word Pairs in Tweet in G4:
[9] war,crimes
[7] andriy,zagorodnyuk
[6] zagorodnyuk,those
[6] those,ukraine
[6] ukraine,win
[6] win,don
[6] don,understand
[5] german,government
[5] understand,situation
[5] #ukraine,#ukrainerussiawar

Top Word Pairs in Tweet in G5:
[174] iaponomarenko,igorkossov
[136] full,scale
[134] russia,launched
[134] launched,full
[122] don,understand
[116] understand,situation
[116] scale,war
[115] foreign,journalists
[115] journalists,observers
[115] observers,try

Top Word Pairs in Tweet in G6:
[23] kyivindependent,#standwithukraine
[19] ncdevils77,kyivindependent
[15] texmusroddy,ncdevils77
[14] iaponomarenko,kyivindependent
[13] weak,points
[11] #standwithukraine,quantity
[11] quantity,quality
[11] quality,imposed
[11] imposed,right
[11] right,strategy

Top Word Pairs in Tweet in G7:
[147] ゼレンスキー,ロシアはドンバスにウクライナの20倍の軍備を持っている
[147] ロシアはドンバスにウクライナの20倍の軍備を持っている,おかしいな
[147] おかしいな,勝ってるんじゃなかったの
[147] 勝ってるんじゃなかったの,西側諸国が送った武器はどうした
[54] 一方ゼレンスキーは,ロシアはドンバスにウクライナの20倍の軍備を持っている
[54] ロシアはドンバスにウクライナの20倍の軍備を持っている,もっと武器が必要だ
[54] もっと武器が必要だ,と
[54] と,ダボスで演説
[2] kyivindependent,にわか仕立ての兵隊さんに重火器は扱えません
[2] にわか仕立ての兵隊さんに重火器は扱えません,ロシア軍旗を見たら

Top Word Pairs in Tweet in G8:
[342] 000,000
[171] congress,40
[171] 40,000
[171] 000,ukraine
[171] ukraine,freedom
[171] freedom,democracy
[2] end,democracy
[2] democracy,save
[2] save,democracy

Top Word Pairs in Tweet in G9:
[18] karolinawierci1,kyivindependent
[18] empiresunset,kyivindependent
[14] pictureladyjan,kyivindependent
[12] mafiacatalana,kyivindependent
[10] sandyregmi1,kyivindependent
[8] samziila,kyivindependent
[6] vantumuhepa,kyivindependent
[6] sukraini22,kyivindependent
[6] gi_joek,kyivindependent
[6] osocom123,kyivindependent

Top Word Pairs in Tweet in G10:
[49] ウクライナ東部の激戦地では毎日50,100名のウクライナ兵が戦死している状態とのこと
[24] #ukraine,#ウクライナ
[16] #ウクライナ,google翻訳
[12] ウクライナ,ロシア軍兵士の投降を求めるホットラインを開設
[12] ロシア軍兵士の投降を求めるホットラインを開設,ロシアの徴集兵が
[12] ロシアの徴集兵が,自分たちの兵役を
[12] 自分たちの兵役を,奴隷
[12] 奴隷,に例えて助けを求める電話を傍受
[12] に例えて助けを求める電話を傍受,ウクライナの国家保安局が
[12] ウクライナの国家保安局が,降伏する意思のあるロシア軍兵士のためのホットライン

Top Replied-To
Top Replied-To in Entire Graph:
@kyivindependent
@originalramayan
@realbensfeed
@markswitzer66
@37847739o
@finnishgoose83
@bookerkudo420
@adam4indy
@smutundercover
@teresa_krol

Top Replied-To in G1:
@kyivindependent
@baseeru91552443
@roshdsouza
@richmiller95
@bombskwad
@jradzz1
@nclfuzzy
@moniqueplatts
@oingobo78405972
@teste84412446

Top Replied-To in G2:
@kyivindependent
@originalramayan
@finnishgoose83
@space_not_space
@saibibinkusim
@vman29397
@sjsu111
@hohiro4
@jmcraz8
@calif_sage

Top Replied-To in G3:
@kyivindependent
@markswitzer66
@smutundercover
@teresa_krol
@ttibuhaburwa
@zero1097r
@27strong1
@althechook
@gselkers
@punishedbarry

Top Replied-To in G5:
@kyivindependent
@ejustin46
@jtmasterjedi
@llopismarta95
@zwitscher_nils
@alphast
@yixinma
@thestalliongh
@balticfreedom
@theborg15734363

Top Replied-To in G6:
@kyivindependent
@andriypzag
@texmusroddy
@rafaeldelarocha
@jasdye
@tpawap
@jccljonas
@ncdevils77
@erik_reppen
@lezigoto11

Top Replied-To in G7:
@kyivindependent

Top Replied-To in G9:
@kyivindependent
@mafiacatalana
@karolinawierci1
@sandyregmi1
@empiresunset
@pictureladyjan
@gi_joek
@tbc084
@exeterchris80
@pati_marins64

Top Replied-To in G10:
@kyivindependent
@stepangronk
@karizo2022
@hououinkyouma93
@obijoan

Top Mentioned
Top Mentioned in Entire Graph:
@kyivindependent
@iaponomarenko
@igorkossov
@originalramayan
@joncoopertweets
@potus
@zelenskyyua
@nato
@badaboomputin
@adam4indy

Top Mentioned in G1:
@kyivindependent
@beater338
@lockdownmanc
@baseeru91552443
@bofingerdavid
@allx______
@jfetzenrausch
@iaponomarenko
@igorkossov
@moniqueplatts

Top Mentioned in G2:
@kyivindependent
@originalramayan
@potus
@nato
@zelenskyyua
@borisjohnson
@wjgunning
@emmanuelmacron
@secblinken
@adam4indy

Top Mentioned in G3:
@kyivindependent
@joncoopertweets
@mariemeuhmeuh
@markswitzer66
@olafscholz
@muhamdxtr2
@cptbladd
@bankerg2
@lockdownmanc
@herbert45846305

Top Mentioned in G5:
@iaponomarenko
@igorkossov
@kyivindependent
@nexta_tv
@marquardta
@vasylkyrylych
@ticiaverveer
@steve1989mre
@plasma_____
@zelenskyyua

Top Mentioned in G6:
@kyivindependent
@nytimes
@cnn
@iaponomarenko
@ncdevils77
@bbcworld
@zelenskyyua
@abc
@afairerlife
@msnbc

Top Mentioned in G9:
@kyivindependent
@karolinawierci1
@pictureladyjan
@empiresunset
@vantumuhepa
@sandyregmi1
@chiddleronaroof
@sukraini22
@samziila
@thosgeese

Top Mentioned in G10:
@ralee85
@potus
@timothydsnyder
@trenttelenko
@neonardo
@totalkonsult
@neder_bird
@mstenfeldt
@sanctuary_field
@holmamiralen

Top Tweeters
Top Tweeters in Entire Graph:
@souljahsingh
@gambiste1
@teamyoutube
@s9tmt
@remindme_ofthis
@monicasloves
@cleosagas1
@hirogallery
@geoffrey_payne
@independent

Top Tweeters in G1:
@gambiste1
@cleosagas1
@hirogallery
@chilhon2016lap
@kak089
@johangreg
@hazelglasgow
@bronxfanatic
@lizardogramcko
@radlein

Top Tweeters in G2:
@lllwry
@jrbkjrbk
@shirley10090505
@elkehollings
@elisahk92
@lorettabower3
@margymayell
@bad_woof
@marykeithbare1
@1jasliz

Top Tweeters in G3:
@ruisaldanha
@free_media_hub
@pqpolitics
@astartiel
@david96212152
@joncoopertweets
@melinda62909033
@waggles111
@julie5559
@patsdunc

Top Tweeters in G4:
@scheerenberger
@rhaf_hq
@willseattle
@sampson_elaine
@knittingknots
@carolk47
@newschannelnine
@eddwilson
@gailwaldby
@geoffypjohnston

Top Tweeters in G5:
@vedehimajumdar
@tzdiscovery
@silveira2906
@leighlike1234
@mahiru1024
@paulmick
@jrtomlinauthor
@cinghsian
@michael_kunz
@benedictmpwhite

Top Tweeters in G6:
@independent
@daily_express
@httweets
@thehill
@awelab1956
@indianexpress
@reuters
@business
@guardian
@irishtimes

Top Tweeters in G7:
@neokko1
@oregakitaworld
@riki26287444
@ribrib010
@taka3
@_zahir
@imahuyu
@kamezuki
@ish1500ka
@ken_takakura_0

Top Tweeters in G8:
@souljahsingh
@maegan_laporte
@1catherinesiena
@davidmatheson27
@carlanun
@jazzymsc
@lori_clydesdale
@earlenepifer
@micropan44
@revengebunny

Top Tweeters in G9:
@hc_richardson
@pictureladyjan
@seasia17
@wry_be
@andystill11
@kembleford
@rufkutdiamnd
@onemarzian
@ludgerkm
@sassiec43

Top Tweeters in G10:
@noriesun
@shidenpg10
@naominakata
@tackco
@osaka_seventeen
@genugtopf
@kawa_nyan
@aoitori2011
@sironekotoro
@jmescoda


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