kyivIndependent, Twitter, 5/22/2022 12:49:10 PM, 276824


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kyivIndependent Twitter NodeXL SNA Map and Report for Sunday, 22 May 2022 at 10:06 UTC
kyivIndependent Twitter NodeXL SNA Map and Report for Sunday, 22 May 2022 at 10:06 UTC
From:
Smartkiwi
Uploaded on:
May 22, 2022
Short Description:
kyivIndependent via NodeXL https://bit.ly/3sQXBMe
@kyivindependent
@iaponomarenko
@andersostlund
@okb1917
@noriesun
@noitarepootra
@trenttelenko
@rockfish31
@adamkinzinger
@tubqswkmtqlf40s

Top hashtags:
#ukraine
#germany
#standwithukraine
#russian
#russia

Description:
Description
The graph represents a network of 12,011 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 Sunday, 22 May 2022 at 11:18 UTC.

The tweets in the network were tweeted over the 13-hour, 46-minute period from Saturday, 21 May 2022 at 20:20 UTC to Sunday, 22 May 2022 at 10:06 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 : 12011
Unique Edges : 18155
Edges With Duplicates : 14603
Total Edges : 32758
Number of Edge Types : 5
Retweet : 8999
Tweet : 1190
Replies to : 10482
Mentions : 10077
MentionsInRetweet : 2010
Self-Loops : 1251
Reciprocated Vertex Pair Ratio : 0.0269766529330979
Reciprocated Edge Ratio : 0.0525360588403859
Connected Components : 625
Single-Vertex Connected Components : 502
Maximum Vertices in a Connected Component : 11150
Maximum Edges in a Connected Component : 31781
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.940285
Graph Density : 0.000145148656751017
Modularity : 0.420517
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 12,011 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 Sunday, 22 May 2022 at 11:18 UTC.

The tweets in the network were tweeted over the 13-hour, 46-minute period from Saturday, 21 May 2022 at 20:20 UTC to Sunday, 22 May 2022 at 10:06 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:
[4019] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[802] https://twitter.com/KyivIndependent/status/1527944356518322176
[385] https://twitter.com/KyivIndependent/status/1528116469619367940
[159] https://twitter.com/kyivindependent/status/1528116469619367940
[135] https://twitter.com/KyivIndependent/status/1528131265106436096
[128] https://twitter.com/KyivIndependent/status/1521509674415230977
[118] https://twitter.com/kyivindependent/status/1527944356518322176
[87] https://twitter.com/kyivindependent/status/1528131265106436096
[77] https://twitter.com/KyivIndependent/status/1528037272913907712
[59] https://twitter.com/KyivIndependent/status/1527924019818901509

Top URLs in Tweet in G1:
[231] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[28] https://twitter.com/ukrainestand/status/1528105256676212736
[17] https://twitter.com/KyivIndependent/status/1528116469619367940
[13] https://twitter.com/KyivIndependent/status/1527944356518322176
[11] https://kyivindependent.com/national/kramatorsk-surgery-center-saves-regions-lives/
[8] https://twitter.com/kyivindependent/status/1528116469619367940
[8] https://www.youtube.com/watch?v=-g9wHvqQqEg

[8] https://www.youtube.com/watch?v=8viQzKbI4JQ&feature=youtu.be

[6] https://twitter.com/KyivIndependent/status/1528131265106436096
[5] https://mobile.twitter.com/joajuan2/status/1523389161021255681

Top URLs in Tweet in G2:
[3161] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[21] https://twitter.com/KyivIndependent/status/1528116469619367940
[16] https://twitter.com/KyivIndependent/status/1527944356518322176
[15] https://twitter.com/KyivIndependent/status/1528127399216525312
[13] https://tenzerstrategics.substack.com/p/dont-be-emotional-about-putins-war
[8] https://twitter.com/KyivIndependent/status/1528131265106436096
[8] https://twitter.com/kyivindependent/status/1528116469619367940
[7] https://twitter.com/KyivIndependent/status/1527924019818901509
[7] https://twitter.com/KyivIndependent/status/1528137919982194690
[5] https://twitter.com/kyivindependent/status/1528137919982194690

Top URLs in Tweet in G3:
[104] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[41] https://www.nytimes.com/2022/05/21/world/europe/ukraine-seversky-donets-river.html?smid=url-share
[27] https://twitter.com/KyivIndependent/status/1528116469619367940
[24] https://www.foxnews.com/world/zelenskyy-un-red-cross-russia-mountains-corpses
[19] https://twitter.com/KyivIndependent/status/1527944356518322176
[12] https://twitter.com/KyivIndependent/status/1528116469619367940?t=J7F6GxG3PuI-mwVMudSVZg&s=19
[12] https://twitter.com/KyivIndependent/status/1527999468712472576
[11] https://www.azcentral.com/story/opinion/op-ed/2022/05/21/putin-has-already-lost-against-his-real-enemy-nato/9834692002/
[11] https://twitter.com/KyivIndependent/status/1528131265106436096
[10] https://twitter.com/kyivindependent/status/1528116469619367940

Top URLs in Tweet in G4:
[77] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[17] https://twitter.com/KyivIndependent/status/1528116469619367940
[12] https://mobile.twitter.com/KyivIndependent/status/1528161429043412992
[10] https://twitter.com/KyivIndependent/status/1528131265106436096
[6] https://twitter.com/KyivIndependent/status/1528179146307903489
[5] https://theconversation.com/putins-fascists-the-russian-states-long-history-of-cultivating-homegrown-neo-nazis-178535
[5] https://twitter.com/KyivIndependent/status/1527944356518322176
[4] https://twitter.com/KyivIndependent/status/1528131265106436096?s=20&t=SDl0YIMlH6StQCEQJMDShg
[4] https://twitter.com/kyivindependent/status/1528116469619367940
[4] https://mobile.twitter.com/KyivIndependent/status/1528093085086978049

Top URLs in Tweet in G5:
[75] https://twitter.com/KyivIndependent/status/1528116469619367940
[73] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[33] https://twitter.com/kyivindependent/status/1528116469619367940
[32] https://twitter.com/KyivIndependent/status/1528131265106436096
[20] https://twitter.com/KyivIndependent/status/1527924019818901509
[18] https://twitter.com/kyivindependent/status/1528131265106436096
[15] https://twitter.com/KyivIndependent/status/1528037272913907712
[14] https://twitter.com/kyivindependent/status/1527944356518322176
[13] https://twitter.com/KyivIndependent/status/1527944356518322176
[12] https://twitter.com/KyivIndependent/status/1528159217496035330

Top URLs in Tweet in G6:
[384] https://twitter.com/KyivIndependent/status/1527944356518322176
[72] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[51] https://twitter.com/KyivIndependent/status/1528131265106436096
[30] https://twitter.com/kyivindependent/status/1528131265106436096
[10] https://twitter.com/kyivindependent/status/1527999468712472576
[7] https://twitter.com/kyivindependent/status/1528028404821508096
[4] https://twitter.com/kyivindependent/status/1527664463775731712
[4] https://twitter.com/kyivindependent/status/1527687851495854080
[3] https://twitter.com/KyivIndependent/status/1527047011207348228
[3] https://twitter.com/kyivindependent/status/1528116469619367940

Top URLs in Tweet in G7:
[264] https://twitter.com/KyivIndependent/status/1527944356518322176
[128] https://twitter.com/KyivIndependent/status/1521509674415230977
[95] https://twitter.com/kyivindependent/status/1527944356518322176
[33] https://kyivindependent.com/national/defense-asks-court-to-acquit-russian-soldier-accused-of-war-crimes/
[13] https://twitter.com/kyivindependent/status/1528127399216525312
[8] https://twitter.com/KyivIndependent/status/1528116469619367940
[4] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[2] https://twitter.com/kyivindependent/status/1528242585193545729
[2] https://twitter.com/KyivIndependent/status/1528054575382646785
[2] https://twitter.com/kyivindependent/status/1528116469619367940

Top URLs in Tweet in G8:
[9] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[6] https://twitter.com/KyivIndependent/status/1527944356518322176
[3] https://www.thetimes.co.uk/article/why-mario-draghi-is-struggling-to-keep-a-lid-on-italys-pro-putin-bias-blktfj78h
[3] https://twitter.com/KyivIndependent/status/1528116469619367940
[3] https://twitter.com/kamilkazani/status/1516163170267672576?t=Mjp5Kk6cQR2Rqx_gHpBz2Q&s=19
[3] https://twitter.com/kyivindependent/status/1528116469619367940
[2] https://twitter.com/KyivIndependent/status/1527979130247061504
[2] https://twitter.com/mi28nighthunter/status/1514215284588138496?s=19
[2] https://twitter.com/KyivIndependent/status/1528159217496035330
[2] https://twitter.com/KyivIndependent/status/1527926088340582400

Top URLs in Tweet in G9:
[179] https://twitter.com/KyivIndependent/status/1528116469619367940
[57] https://twitter.com/kyivindependent/status/1528116469619367940
[41] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[18] https://twitter.com/KyivIndependent/status/1527944356518322176
[14] https://twitter.com/KyivIndependent/status/1528158608638222337?s=20&t=CmNXpVBJb0LJ7JeKQ-NmhQ
[12] https://twitter.com/KyivIndependent/status/1528020335882293248?s=20&t=CmNXpVBJb0LJ7JeKQ-NmhQ
[5] https://twitter.com/KyivIndependent/status/1527926088340582400
[3] https://twitter.com/KyivIndependent/status/1528116469619367940?t=BRwS-bIbiv8HBktDt0Lq1g&s=19
[3] https://twitter.com/kyivindependent/status/1528116469619367940?s=21
[2] https://twitter.com/sobollubov/status/1525023243693871107

Top URLs in Tweet in G10:
[46] https://twitter.com/KyivIndependent/status/1528037272913907712
[25] https://twitter.com/KyivIndependent/status/1527944356518322176
[17] https://twitter.com/kyivindependent/status/1528116469619367940
[7] https://twitter.com/kyivindependent/status/1528131265106436096
[7] https://kyivindependent.com/national/andriy-zagorodnyuk-those-saying-ukraine-cant-win-dont-understand-the-situation/
[1] https://twitter.com/kyivindependent/status/1527944356518322176
[1] https://twitter.com/KyivIndependent/status/1528179146307903489
[1] https://twitter.com/kyivindependent/status/1528037272913907712

Top Domains
Top Domains in Tweet in Entire Graph:
[4095] kyivindependent.com
[3276] twitter.com
[90] youtube.com
[54] nytimes.com
[28] co.uk
[26] foxnews.com
[18] wikipedia.org
[14] substack.com
[12] azcentral.com
[10] offshore-energy.biz

Top Domains in Tweet in G1:
[245] kyivindependent.com
[217] twitter.com
[49] youtube.com
[6] co.uk
[6] wikipedia.org
[4] t.me
[4] fiverr.com
[2] thedailybeast.com
[2] jpost.com
[2] 19fortyfive.com

Top Domains in Tweet in G2:
[3172] kyivindependent.com
[134] twitter.com
[13] substack.com
[4] trib.al
[2] vimeo.com
[1] torontosun.com
[1] sky.com
[1] co.uk
[1] dronesforukraine.fund
[1] youtube.com

Top Domains in Tweet in G3:
[251] twitter.com
[107] kyivindependent.com
[49] nytimes.com
[25] youtube.com
[24] foxnews.com
[16] co.uk
[11] azcentral.com
[9] wikipedia.org
[7] reuters.com
[6] jpost.com

Top Domains in Tweet in G4:
[140] twitter.com
[78] kyivindependent.com
[5] theconversation.com
[4] youtube.com
[4] icc-cpi.int
[2] org.ua
[2] offshore-energy.biz
[1] substack.com
[1] cnn.com
[1] worldpopulationreview.com

Top Domains in Tweet in G5:
[489] twitter.com
[79] kyivindependent.com
[2] youtube.com
[2] t.me
[1] facebook.com
[1] translate.goog
[1] moonofalabama.org
[1] reddit.com

Top Domains in Tweet in G6:
[529] twitter.com
[73] kyivindependent.com
[2] dw.com
[2] foxnews.com
[1] offshore-energy.biz
[1] youtube.com
[1] 19fortyfive.com

Top Domains in Tweet in G7:
[555] twitter.com
[37] kyivindependent.com
[1] kanaldom.tv

Top Domains in Tweet in G8:
[29] twitter.com
[9] kyivindependent.com
[3] co.uk
[1] greenpeace.org
[1] t.me
[1] nato.int

Top Domains in Tweet in G9:
[311] twitter.com
[42] kyivindependent.com
[1] jpost.com
[1] nytimes.com

Top Domains in Tweet in G10:
[98] twitter.com
[7] kyivindependent.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[216] ukraine
[115] germany
[113] standwithukraine
[104] russian
[104] russia
[80] slavaukraini
[79] putin
[59] nato
[53] russianflag
[52] sweden



Top Hashtags in Tweet in G1:
[52] russia
[45] putin
[41] standwithukraine
[41] russian
[37] nato
[36] russianflag
[35] sweden
[35] finland
[34] ukraine
[31] slavaukraini

Top Hashtags in Tweet in G2:
[20] ukraine
[7] russia
[6] slavaukraini
[6] standwithukraine
[6] germany
[4] russian
[4] putin
[4] ukrainerussiawar
[4] ligadeguerreros
[3] stoprussia

Top Hashtags in Tweet in G3:
[23] russia
[22] russian
[14] putin
[13] standwithukraine
[12] ukraine
[11] slavaukraini
[9] odessa
[9] armukrainenow
[8] russianflag
[8] sweden

Top Hashtags in Tweet in G4:
[21] ukraine
[14] slavaukraini
[12] mafiastate
[11] germany
[11] armukrainenow
[8] putin
[8] stoprussia
[7] russian
[7] warcrimes
[7] standwithukraine

Top Hashtags in Tweet in G5:
[18] ukraine
[16] standwithukraine
[11] slavaukraini
[8] russia
[8] slavaukraine
[7] russianwarcrimes
[6] armukrainenow
[5] germany
[5] stopputinthenazist
[5] stoptraitorrandpaul

Top Hashtags in Tweet in G6:
[76] germany
[3] ukraine
[1] mafiastate
[1] russian
[1] chinese
[1] putinwarcriminal

Top Hashtags in Tweet in G7:
[4] ロシア
[2] sievierodonetsk
[2] lysychansk
[2] serhiyhaidai

Top Hashtags in Tweet in G8:
[21] russian
[3] mariodraghi
[2] russianflag
[2] sweden
[2] finland
[2] nato
[2] russia
[2] putin
[2] ukraine
[2] portugal

Top Hashtags in Tweet in G9:
[7] ukraine
[3] standwithukraine
[2] orcsallthewayout
[2] rusland
[2] poetin
[2] germany
[2] russianflag
[2] sweden
[2] finland
[2] nato

Top Hashtags in Tweet in G10:
[7] murderers
[2] ukraine️
[2] anonymous
[1] fightlikeukraine
[1] russianmurderers
[1] citizenspotters
[1] freedomcaucus
[1] teaparty
[1] putin
[1] trumpputin

Top Words
Top Words in Tweet in Entire Graph:
[10803] kyivindependent
[6647] ukraine
[3909] putin
[3840] ukrainian
[3627] nytimes
[3398] editorial
[3293] recent
[3274] russia
[3206] give
[3135] please

Top Words in Tweet in G1:
[3615] kyivindependent
[1367] ukraine
[1261] russia
[575] kyiv
[532] defense
[483] according
[444] russian
[386] forces
[361] armed
[346] losses

Top Words in Tweet in G2:
[3380] ukraine
[3253] nytimes
[3061] putin
[2799] editorial
[2764] recent
[2733] ukrainian
[2718] give
[2717] please
[2707] complicated
[2704] fact

Top Words in Tweet in G3:
[4087] kyivindependent
[812] ukraine
[788] russia
[498] russian
[363] germany
[313] more
[305] war
[266] putin
[247] originalramayan
[238] ukrainian

Top Words in Tweet in G4:
[747] kyivindependent
[252] ukraine
[129] russia
[90] russian
[80] war
[80] those
[70] putin
[64] ukrainian
[57] win
[55] nytimes

Top Words in Tweet in G5:
[110] ukraine
[53] those
[49] win
[47] understand
[45] zagorodnyuk
[43] russia
[43] andriy
[43] don
[35] russian
[32] situation

Top Words in Tweet in G6:
[429] ukrainian
[396] armed
[384] forces
[375] very
[372] russians
[372] equipment
[371] right
[370] army
[369] soon
[369] outnumber

Top Words in Tweet in G7:
[194] ウクライナ軍70万人もいるの
[194] まぁ正規軍約20万
[194] パラミリ10万に加えて総動員も掛けているからロシアより数的に優位なのだろうとは思っていたが
[194] しかしすごいぬ
[128] 4月中に議会の説得を開始し
[128] 郷土防衛隊をその地元から強制的に引き離し前線へ動かすことができるよう法的な整備を始め
[128] 4に承認を得た
[128] 20時点でアレストビッチは陣地戦への移行を確信している
[128] だから砲と戦車をすぐに欲しがってる
[94] ウクライナ側は総動員を掛けてるので現在の総兵力70万人と

Top Words in Tweet in G8:
[586] kyivindependent
[146] ukraine
[135] russia
[61] war
[60] more
[57] meenan_michael
[54] russian
[51] putin
[46] people
[42] ukrainian

Top Words in Tweet in G9:
[162] russian
[146] cross
[137] siversky
[137] donets
[134] btg
[132] 3rd
[131] reinforced
[131] attempt
[131] annihilated
[70] kyivindependent

Top Words in Tweet in G10:
[51] time
[45] remove
[45] america
[30] kyivindependent
[29] putin
[29] work
[28] imagine
[25] people
[24] go
[23] 700

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2979] nytimes,editorial
[2971] ukraine,give
[2966] calling,ukraine
[2965] recent,nytimes
[2965] editorial,fact
[2965] fact,calling
[2964] ukrainian,reaction
[2964] reaction,recent
[2963] please,share
[2961] give,complicated

Top Word Pairs in Tweet in G1:
[352] armed,forces
[331] forces,ukraine
[329] indicative,estimates
[329] estimates,russia
[329] russia,combat
[329] combat,losses
[329] according,armed
[253] losses,22
[253] 22,according
[201] kyiv,independent

Top Word Pairs in Tweet in G2:
[2706] nytimes,editorial
[2703] ukraine,give
[2702] calling,ukraine
[2701] recent,nytimes
[2701] editorial,fact
[2701] fact,calling
[2700] ukrainian,reaction
[2700] reaction,recent
[2700] give,complicated
[2700] complicated,putin

Top Word Pairs in Tweet in G3:
[236] originalramayan,kyivindependent
[157] karolinawierci1,kyivindependent
[94] kyivindependent,russia
[83] defmon3,kyivindependent
[78] lavieastone,kyivindependent
[74] atastypizza,kyivindependent
[73] mvg_fan8xx,originalramayan
[65] kyivindependent,good
[62] nytimes,editorial
[60] kyivindependent,think

Top Word Pairs in Tweet in G4:
[39] ukraine,win
[34] win,don
[34] don,understand
[33] andriy,zagorodnyuk
[32] understand,situation
[31] those,ukraine
[27] nytimes,editorial
[26] ukrainian,reaction
[26] reaction,recent
[26] recent,nytimes

Top Word Pairs in Tweet in G5:
[47] ukraine,win
[43] andriy,zagorodnyuk
[42] win,don
[42] don,understand
[41] zagorodnyuk,those
[30] understand,situation
[26] those,ukraine
[18] those,saying
[17] saying,ukraine
[13] understand,situation'

Top Word Pairs in Tweet in G6:
[384] armed,forces
[369] ukrainian,armed
[369] forces,soon
[369] soon,outnumber
[369] outnumber,russians
[369] russians,sector
[369] sector,right
[369] right,equipment
[369] equipment,very
[369] very,powerful

Top Word Pairs in Tweet in G7:
[194] ウクライナ軍70万人もいるの,まぁ正規軍約20万
[194] まぁ正規軍約20万,パラミリ10万に加えて総動員も掛けているからロシアより数的に優位なのだろうとは思っていたが
[194] パラミリ10万に加えて総動員も掛けているからロシアより数的に優位なのだろうとは思っていたが,しかしすごいぬ
[128] 4月中に議会の説得を開始し,郷土防衛隊をその地元から強制的に引き離し前線へ動かすことができるよう法的な整備を始め
[128] 郷土防衛隊をその地元から強制的に引き離し前線へ動かすことができるよう法的な整備を始め,4に承認を得た
[128] 4に承認を得た,20時点でアレストビッチは陣地戦への移行を確信している
[128] 20時点でアレストビッチは陣地戦への移行を確信している,だから砲と戦車をすぐに欲しがってる
[94] ウクライナ側は総動員を掛けてるので現在の総兵力70万人と,しかし兵器が足りずに数の優位を生かせていない
[44] ウクライナでは現在70万の兵士が戦っているとのこと,平時の常備軍が20万だったので動員で3倍以上になっているようです
[33] 検察,命令した2人は違う部隊所属で命令に従う義務はなかった

Top Word Pairs in Tweet in G8:
[44] meenan_michael,kyivindependent
[26] electlindajack,meenan_michael
[23] kyivindependent,difference
[22] theothersimo,expert_options
[22] expert_options,kyivindependent
[21] cameron78588471,kyivindependent
[19] kalibrairlines,electlindajack
[18] difference,between
[17] ukrainian,military
[16] between,russian

Top Word Pairs in Tweet in G9:
[137] cross,siversky
[137] siversky,donets
[131] 3rd,russian
[131] russian,reinforced
[131] reinforced,btg
[131] btg,attempt
[131] attempt,cross
[131] donets,annihilated
[27] ukrainian,reaction
[27] reaction,recent

Top Word Pairs in Tweet in G10:
[45] time,remove
[45] remove,america
[23] imagine,700
[23] 700,000
[23] 000,people
[23] people,putin
[23] putin,allowed
[23] allowed,go
[23] go,back
[23] back,work

Top Replied-To
Top Replied-To in Entire Graph:
@kyivindependent
@andriypzag
@originalramayan
@mvg_fan8xx
@karolinawierci1
@defmon3
@cheezehao1
@tito_brozru
@lavieastone
@atastypizza

Top Replied-To in G1:
@kyivindependent
@fisholasmma
@nancyvolle
@jorgbrinkmann
@bobsthedog1
@lovelyhater4u
@dante2_
@onlyfreelance1
@ekoduckeronyt

Top Replied-To in G2:
@andriypzag
@kyivindependent
@max26922749max
@nytimes
@omemiserum
@agterplaasboer
@lievschreiber
@adrcatgul
@vyc3qwpcglnztfu
@tonyserrata

Top Replied-To in G3:
@kyivindependent
@originalramayan
@mvg_fan8xx
@defmon3
@cheezehao1
@lavieastone
@andupotorac
@atastypizza
@karolinawierci1
@zumperh

Top Replied-To in G4:
@kyivindependent
@tito_brozru
@brightandhollow
@montyboa99
@junboy71
@originalramayan
@reuben_copley
@chrisp87072263
@bundeskanzler
@attiki1955

Top Replied-To in G6:
@kyivindependent
@ricardoteo12
@originalramayan
@redzakku

Top Replied-To in G7:
@kyivindependent

Top Replied-To in G8:
@kyivindependent
@marcusfl9
@meenan_michael
@cameron78588471
@tuggskjit
@llopismarta95
@ih8injustice
@djpaul8008
@alexjpawlak
@elena14024037

Top Replied-To in G9:
@kyivindependent
@robdewijk
@princes_caramel
@g97874
@bradyafr
@alleysonfire
@peltj
@chanmhdr
@ejustin46
@frankmikedavis1

Top Replied-To in G10:
@kyivindependent
@hirschlered
@rockymountviews
@yourgrowfriend
@ellentrailerdog

Top Mentioned
Top Mentioned in Entire Graph:
@kyivindependent
@nytimes
@iaponomarenko
@originalramayan
@karolinawierci1
@bundeskanzler
@otocan24
@trex851775225
@loukascontos1
@1410_berlin

Top Mentioned in G1:
@kyivindependent
@afneil
@stpetereadiness
@ksyusha2121
@johnyzyx
@cr_redleg
@live_a_let_live
@carweirdo
@perahlberg1
@cubiculum

Top Mentioned in G2:
@kyivindependent
@nytimes
@iaponomarenko
@andriypzag
@chaunceydevega
@ntenzer
@cameron78588471
@joncoopertweets
@dmytrokuleba
@bretbaier

Top Mentioned in G3:
@kyivindependent
@originalramayan
@karolinawierci1
@bundeskanzler
@defmon3
@nytimes
@lavieastone
@bela26369750
@morris5021
@otocan24

Top Mentioned in G4:
@kyivindependent
@potus
@zelenskyyua
@nato
@vonderleyen
@mfa_russia
@nytimes
@kremlinrussia_e
@bundeskanzler
@olafscholz

Top Mentioned in G5:

Top Mentioned in G6:
@kyivindependent
@stonkoverlord
@nato
@gotmtv

Top Mentioned in G8:
@kyivindependent
@electlindajack
@meenan_michael
@expert_options
@theothersimo
@kalibrairlines
@cameron78588471
@cryptol09177634
@simbatipps
@djpaul8008

Top Mentioned in G9:
@kyivindependent
@seth_mythrax
@michaeldweiss
@trenttelenko
@girkingirkin
@iaponomarenko
@robdewijk
@wierdduk
@wnlvandaag
@walterlekh

Top Mentioned in G10:
@kyivindependent
@bild
@foxnews
@housegop
@senategop
@gop
@piyakhanna
@governmentrf
@kremlinrussia_e

Top Tweeters
Top Tweeters in Entire Graph:
@m_m1941
@jurylady5
@s9tmt
@kanekos69
@hashimoto914
@remindme_ofthis
@raymond_norman
@federicoalves
@cleosagas1
@7b73f39b85e1415

Top Tweeters in G1:
@bannerite
@givemepie360
@miguelhilargiak
@scheerenberger
@johangreg
@mog7546
@elkehollings
@roripierpont1
@pink1963dsw
@marting8177

Top Tweeters in G2:
@s9tmt
@kanekos69
@raymond_norman
@federicoalves
@cloudwanderer3
@newsmixerbg
@madfall1213
@fredkiesche
@chilhon2016lap
@ansisegle

Top Tweeters in G3:
@remindme_ofthis
@roblwilson
@_redfrog
@astwisa
@rhaf_hq
@manchuriandevil
@astartiel
@cucojose
@smp0312
@mmaretweet

Top Tweeters in G4:
@independent
@daily_express
@thehill
@reuters
@enrico056
@guardian
@kristafrances
@lorettabower3
@ajgma
@jorichardskent

Top Tweeters in G5:
@hirogallery
@sddphoto
@stefan_laurell
@kevdgrussing
@carolk47
@airlift1300
@athe1stp0wer
@hakutyuumu_kun
@johnedginton
@rabidbadger

Top Tweeters in G6:
@7b73f39b85e1415
@chrisbrey1
@all435reps
@qbankendy
@jrbkjrbk
@pitoloco2021
@squirrel1110
@ketaminh
@adunlea
@lalojimjuarez

Top Tweeters in G7:
@m_m1941
@hashimoto914
@syatekiya072
@8492squadron
@kow_tar
@sakumariko
@kinasato_cap001
@noriesun
@suzuno_ne
@kazooooya

Top Tweeters in G8:
@cheezwitham
@wavetossed
@paulmick
@wildmarshphoto
@mrconnies
@marie_laveau_
@rosethornne
@hayate689
@thevaluesvoter
@cwindley

Top Tweeters in G9:
@jmramos1701d
@bassaces1
@dollymad1812
@dunnclan
@b_sputnik
@margo94
@kostian_v
@philiprichards5
@goaudax
@kat_missouri

Top Tweeters in G10:
@russelltim151
@79topper
@sherrikuczeryk
@mms5048
@newsjunkie60
@kcolaizzo
@norsemndem
@stunnedvoter
@foxnews
@vainsovain


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