StandwithUkraine, Twitter, 5/23/2022 12:41:26 AM, 276845


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StandwithUkraine Twitter NodeXL SNA Map and Report for Sunday, 22 May 2022 at 22:25 UTC
StandwithUkraine Twitter NodeXL SNA Map and Report for Sunday, 22 May 2022 at 22:25 UTC
From:
Smartkiwi
Uploaded on:
May 23, 2022
Short Description:
StandwithUkraine via NodeXL https://bit.ly/3LHo6KK
@gerashchenko_en
@olex_scherba
@mariana_betsa
@defencehq
@prezydentpl
@eminedzheppar
@theansweryes
@emiliomorenatti
@zelenskyyua
@andrzejgrochow7

Top hashtags:
#standwithukraine
#ukraine
#stoprussia
#ukrainerussiawar

Description:
Description
The graph represents a network of 13,172 Twitter users whose recent tweets contained "StandwithUkraine", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 22 May 2022 at 23:39 UTC.

The tweets in the network were tweeted over the 1-day, 6-hour, 36-minute period from Saturday, 21 May 2022 at 15:48 UTC to Sunday, 22 May 2022 at 22:25 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 : 13172
Unique Edges : 18694
Edges With Duplicates : 9241
Total Edges : 27935
Number of Edge Types : 5
Retweet : 12521
MentionsInRetweet : 5046
Tweet : 4126
Mentions : 4087
Replies to : 2155
Self-Loops : 4273
Reciprocated Vertex Pair Ratio : 0.00726970609616783
Reciprocated Edge Ratio : 0.0144344777812146
Connected Components : 1296
Single-Vertex Connected Components : 743
Maximum Vertices in a Connected Component : 10240
Maximum Edges in a Connected Component : 23153
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.636576
Graph Density : 0.000111811502430491
Modularity : 0.613671
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 13,172 Twitter users whose recent tweets contained "StandwithUkraine", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 22 May 2022 at 23:39 UTC.

The tweets in the network were tweeted over the 1-day, 6-hour, 36-minute period from Saturday, 21 May 2022 at 15:48 UTC to Sunday, 22 May 2022 at 22:25 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : StandwithUkraine
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[412] http://ow.ly/p3Mu50JeGVq
[280] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response
[249] https://www.arvadarocksradio.com/
[85] https://twitter.com/sternenko/status/1528411281249665027
[84] http://ow.ly/fQXe50JcIYL
[77] https://twitter.com/denys_sokolov/status/1528078602062938116
[71] https://twitter.com/DefenceU/status/1528071547742724105
[63] https://www.youtube.com/watch?v=JCafQOEFht4&list=PLjPichGwDTa720osLWMQImtLuppzIB6V7&index=13&ab_channel=ZolkinVolodymyr

[57] https://www.washingtonpost.com/national-security/2022/05/21/russia-ukraine-victory/
[53] https://news247gh.com/vladimir-putin-10-facts-about-him-you-may-not-know/

Top URLs in Tweet in G1:
[20] http://ow.ly/p3Mu50JeGVq
[18] https://twitter.com/emiliomorenatti/status/1527388356039954442
[13] https://www.currenttime.tv/a/so-spiny-snimali-kozhu-volonter-morga-bucha-pytochnye-lagerya/31855326.html
[12] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response
[12] https://www.washingtonpost.com/technology/2022/05/21/ukraine-startup-life/
[12] https://apnews.com/article/mariupol-medic-body-camera-036cf9f28180e9525760d68bddbe4ee4
[10] https://twitter.com/EmilioMorenatti/status/1527388356039954442
[8] https://twitter.com/UkrainesGrains/status/1528269207036641280
[7] https://twitter.com/PelmeniPusha/status/1528230149900083201
[7] https://twitter.com/paulkenyontv/status/1528453362366259202

Top URLs in Tweet in G2:
[63] https://www.youtube.com/watch?v=JCafQOEFht4&list=PLjPichGwDTa720osLWMQImtLuppzIB6V7&index=13&ab_channel=ZolkinVolodymyr

[53] https://news247gh.com/vladimir-putin-10-facts-about-him-you-may-not-know/
[12] http://www.marinetraffic.com/en/ais/home/shipid:6326693/
[9] http://www.marinetraffic.com/en/ais/home/shipid:3888043/
[8] https://news247gh.com/nearly-1000-americans-banned-from-entering-russia-including-morgan-freeman/
[8] https://www.theguardian.com/world/2022/may/20/russia-ukraine-war-severodonetsk-zelenskiy-says-donbas-hell?CMP=Share_iOSApp_Other
[8] http://www.marinetraffic.com/en/ais/home/shipid:386451/
[7] http://www.marinetraffic.com/en/ais/home/shipid:348812/
[7] http://www.marinetraffic.com/en/ais/home/shipid:384299/
[6] https://twitter.com/HIA_Hungary/status/1526969160500236289

Top URLs in Tweet in G3:
[8] http://ow.ly/p3Mu50JeGVq
[7] https://www.switchoffputin.org
[7] https://www.ukrainetrustchain.org/donate
[7] https://twitter.com/avalaina/status/1527753164233093121
[4] https://news.intuitivecode.solutions/en/portugal-supports-ukraine-with-250-million-euro
[4] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response
[3] https://twitter.com/denys_sokolov/status/1528078602062938116
[3] https://twitter.com/euromaidanpress/status/1528282740449239040
[2] https://twitter.com/SarahAshtonLV/status/1528387325658636290
[2] https://uatv.ua/en/operational-information-on-russian-invasion-may-22/

Top URLs in Tweet in G4:
[54] https://twitter.com/denys_sokolov/status/1528078602062938116
[20] https://twitter.com/dmytrokuleba/status/1528407182814871555
[4] https://twitter.com/fournier_claude/status/1528439699420893185
[4] https://www.theguardian.com/us-news/2022/may/20/viktor-orban-cpac-republicans-hungary
[2] https://twitter.com/zoryalondonsk/status/1528440889349181442
[2] https://www.nytimes.com/2022/05/19/us/politics/senate-passes-ukraine-aid.html
[2] https://twitter.com/emiliomorenatti/status/1527388356039954442
[2] https://twitter.com/usabmc/status/1527288341862854659
[2] https://twitter.com/saferprint/status/1528042838868516865
[2] https://twitter.com/MoscowTimes/status/1528349958805393410

Top URLs in Tweet in G5:
[8] https://radioon.out.airtime.pro/radioon_a
[6] https://twitter.com/IAPonomarenko/status/1528105991048503300
[6] https://www.vesselfinder.com/?imo=9569293
[5] https://twitter.com/IAPonomarenko/status/1528099937321467905
[5] https://twitter.com/MelSimmonsFCDO/status/1527951794734784512
[5] https://www.cbsnews.com/news/russia-ukraine-refugees-donations-charity/
[4] https://twitter.com/Gerashchenko_en/status/1528039024996278276
[4] https://twitter.com/DmytroKuleba/status/1528025292425551872
[4] https://twitter.com/ChristopherJM/status/1527892173659811842
[4] https://www.facebook.com/VidKOD/videos/343967731198129

Top URLs in Tweet in G6:
[41] https://t.me/verkhovnaradaofukraine/3849
[12] https://twitter.com/prezydentpl/status/1528337442117386240
[10] https://europa.eu/!QhxVp3
[8] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fmarynakuraptseva%2Fposts%2F2934103123546335%3F__cft__%255B0%255D%3DAZV5C8KyP2FaXLmLU-GxuauPCi44QbiQPWs2gwkLfCFY07FH9JCj01RwJtINbB5XYSItP1NuwvWeBO1X_gyqSULk05Mx3iL4tV7AaNvHZ9eGqOImEFDtGCiSvoZQIF_xLtZVen8OSymV6o_yifSrRlhXDgXUXnOlXD7BsNmvrtkDAQ%26__tn__%3D%252CO%252CP-y-R
[8] https://twitter.com/prezydentpl/status/1528351290983694337
[8] https://twitter.com/prezydentpl/status/1528134237353873408
[7] https://uatv.ua/en/speech-by-president-zelenskyy-during-joint-participation-with-president-of-poland-duda-in-the-plenary-session-of-ukraine-s-verkhovna-rada/
[6] https://twitter.com/prezydentpl/status/1528323216086900736
[5] https://opensea.io/duodo
[5] https://twitter.com/prezydentpl/status/1528339198146748418

Top URLs in Tweet in G7:
[353] http://ow.ly/p3Mu50JeGVq
[240] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response
[66] http://ow.ly/fQXe50JcIYL
[23] http://goarmysof.com
[23] https://twitter.com/tsm3301/status/1528415139267059720
[19] https://www.youtube.com/playlist?list=PLpcouECH0Gx7_rnuD0ezXZj5Hggbh6mqB

[9] https://t.me/dumskaya_net
[7] https://www.gov.uk/government/news/uk-medical-aid-donations-to-ukraine-to-reach-11-million-items
[5] http://ow.ly/pLm750JbLOF
[4] http://ow.ly/aQbv50Jc0QL

Top URLs in Tweet in G8:
[3] https://www-newsweek-com.cdn.ampproject.org/c/s/www.newsweek.com/russia-fire-zhukovsky-moscow-ukraine-war-1708832?amp=1
[2] https://twitter.com/ron__PL/status/1528479531887108098
[2] https://twitter.com/hennigkloska/status/1528384443702030336
[2] https://twitter.com/ua_parliament/status/1528386260431151104
[2] https://twitter.com/prezydentpl/status/1528337442117386240
[1] https://twitter.com/uamemesforces/status/1528379286566182912
[1] https://twitter.com/SamRamani2/status/1528044083175907328
[1] https://twitter.com/michaelh992/status/1528050084033830915
[1] https://twitter.com/dw_polski/status/1528368764391145474
[1] https://twitter.com/antmrufka/status/1528397086688935937

Top URLs in Tweet in G9:
[52] https://twitter.com/DefenceU/status/1528071547742724105
[13] http://ow.ly/p3Mu50JeGVq
[9] https://www.eeas.europa.eu/delegations/ukraine/eib-board-approves-%E2%82%AC4-billion-credit-line-along-embrace-advisory-platform_en?page_lang=uk&s=232
[7] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response
[7] https://twitter.com/TpyxaNews/status/1528381819128774656
[7] https://www.nytimes.com/2022/05/21/world/europe/kirill-putin-russian-orthodox-church.html
[6] https://twitter.com/eu_eeas/status/1528322276336074753
[5] https://twitter.com/footballdaily/status/1528439499323211777
[3] https://twitter.com/kasparov63/status/1527756125260681219
[3] https://spacenews.com/halifax-international-raising-funds-to-build-imaging-satellites-for-ukraine/

Top URLs in Tweet in G10:
[6] https://www.ebay.com/str/EmbroideriesShop
[3] https://twitter.com/a_leutenegger/status/1527689608921763840
[2] https://twitter.com/juliadavisnews/status/1527490359336509464
[1] https://www.theguardian.com/world/2022/may/22/ukraine-russia-ceasefire-deal-territory-donbas
[1] https://twitter.com/prezydentpl/status/1528354353949581312
[1] https://twitter.com/olex_scherba/status/1527854523217330176
[1] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response
[1] https://twitter.com/RCAFOperations/status/1528020287501000705
[1] https://twitter.com/bloodymarusia/status/1528452006154842112
[1] https://u24.gov.ua/

Top Domains
Top Domains in Tweet in Entire Graph:
[2381] twitter.com
[511] ow.ly
[460] arvadarocksradio.com
[291] gov.uk
[284] youtube.com
[88] washingtonpost.com
[76] topbananaantiques.com
[71] t.me
[67] news247gh.com
[63] marinetraffic.com

Top Domains in Tweet in G1:
[326] twitter.com
[29] ow.ly
[14] youtube.com
[13] currenttime.tv
[12] gov.uk
[12] washingtonpost.com
[12] apnews.com
[11] cnn.com
[7] co.uk
[5] bbc.com

Top Domains in Tweet in G2:
[194] twitter.com
[84] youtube.com
[67] news247gh.com
[59] marinetraffic.com
[11] theguardian.com
[8] opensea.io
[6] facebook.com
[6] atlanticcouncil.org
[5] ow.ly
[4] chicksnft.art

Top Domains in Tweet in G3:
[56] twitter.com
[10] ow.ly
[7] switchoffputin.org
[7] ukrainetrustchain.org
[5] gov.uk
[4] intuitivecode.solutions
[2] uatv.ua
[2] 32auctions.com
[2] suzuri.jp
[2] ukrinform.net

Top Domains in Tweet in G4:
[135] twitter.com
[4] theguardian.com
[2] nytimes.com
[1] gov.uk
[1] bloomberg.com
[1] currenttime.tv

Top Domains in Tweet in G5:
[368] twitter.com
[37] youtube.com
[18] senews.org
[13] instagram.com
[10] bugunbildim.com
[8] facebook.com
[8] radio-on-berlin.com
[8] airtime.pro
[7] publico.pt
[7] vesselfinder.com

Top Domains in Tweet in G6:
[145] twitter.com
[42] t.me
[17] facebook.com
[14] uatv.ua
[14] europa.eu
[9] youtube.com
[6] yahoo.com
[5] opensea.io
[4] smh.re
[4] eumayors.eu

Top Domains in Tweet in G7:
[431] ow.ly
[247] gov.uk
[47] twitter.com
[23] goarmysof.com
[19] youtube.com
[13] t.me
[10] dumskaya.net
[2] cepa.org
[2] co.uk
[1] facebook.com

Top Domains in Tweet in G8:
[16] twitter.com
[3] ampproject.org

Top Domains in Tweet in G9:
[97] twitter.com
[14] ow.ly
[12] europa.eu
[7] gov.uk
[7] nytimes.com
[4] instagram.com
[3] facebook.com
[3] spacenews.com
[2] govdelivery.com
[2] co.uk

Top Domains in Tweet in G10:
[16] twitter.com
[6] ebay.com
[1] theguardian.com
[1] gov.uk
[1] gov.ua
[1] europa.eu
[1] justgiving.com
[1] opensea.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18756] standwithukraine
[3146] ukraine
[2811] stoprussia
[1442] ukrainerussiawar
[1392] armukrainenow
[800] russia
[794] stopputin
[671] ukraineunderattack
[648] slavaukraini
[566] mariupol



Top Hashtags in Tweet in G1:
[2464] standwithukraine
[1538] stoprussia
[421] ukraine
[206] digitalresistance
[88] armukrainenow
[75] ukrainerussiawar
[69] russia
[60] stopputinnow
[54] russianarmy
[43] londoners

Top Hashtags in Tweet in G2:
[1592] standwithukraine
[220] ukraine
[207] russia
[177] armukrainenow
[162] stoprussia
[128] slavaukraini
[92] rebuildukraine
[81] putinisawarcriminal
[71] putin
[70] supportukraine

Top Hashtags in Tweet in G3:
[1333] standwithukraine
[630] ukrainerussiawar
[323] ukraineunderattack
[215] patron
[96] chernivtsi
[91] ukraine
[73] ukrainian
[69] mariupol
[65] ukrainewillwin
[56] azovstal

Top Hashtags in Tweet in G4:
[1024] standwithukraine
[658] armukrainenow
[347] ukraine
[184] stoprussia
[166] stopputinnow
[138] stopputin
[100] stoprussianow
[97] mariupol
[92] russianarmy
[84] severodonetsk

Top Hashtags in Tweet in G5:
[1047] standwithukraine
[154] ukraine
[84] stopputinnow
[73] stoprussia
[72] nowar
[59] stopputin
[59] stoprussianaggression
[56] ukrainerussiawar
[55] slavaukraini
[51] russia

Top Hashtags in Tweet in G6:
[1299] standwithukraine
[355] ukraine
[136] stoprussia
[107] poland
[58] mariupol
[55] armukrainenow
[51] eusolidarity
[46] stopputin
[45] europeday
[42] russia

Top Hashtags in Tweet in G7:
[872] standwithukraine
[58] ukraine
[44] stoprussia
[44] infosec
[44] cybersecurity
[34] putin
[32] puckfutin
[32] slavaukraine
[30] kremlin
[26] cyber

Top Hashtags in Tweet in G8:
[722] standwithukraine
[55] takaprawda
[34] ukraine
[18] armukrainenow
[15] україна
[11] ukrainerussiawar
[9] footballstandstogether
[8] stoprussia
[7] stopputin
[6] patron

Top Hashtags in Tweet in G9:
[776] standwithukraine
[170] ukrainian
[167] russia
[153] ukraine
[69] russian
[68] stoprussia
[60] mariupol
[43] armukrainenow
[34] sievierodonetsk
[33] luhansk

Top Hashtags in Tweet in G10:
[1031] standwithukraine
[163] ukraine
[159] ukraineunderattack
[150] ukrainerussiawar
[147] russiawarcrimes
[146] istandwithukraine
[145] stopputin
[141] russiainvadedukraine
[140] stoprussianaggression
[136] putinwarcrimes

Top Words
Top Words in Tweet in Entire Graph:
[18894] #standwithukraine
[5022] ukraine
[3273] #ukraine
[2821] #stoprussia
[2208] ukrainian
[1984] russia
[1692] more
[1605] russian
[1552] support
[1505] war

Top Words in Tweet in G1:
[2465] #standwithukraine
[1538] #stoprussia
[945] photo
[889] emiliomorenatti
[760] kids
[741] russia
[604] ukrainian
[584] ukraine
[523] heartbreaking
[469] see

Top Words in Tweet in G2:
[1599] #standwithukraine
[456] ukraine
[292] european
[243] #ukraine
[229] russian
[197] #russia
[185] war
[180] #armukrainenow
[172] support
[162] #stoprussia

Top Words in Tweet in G3:
[1335] #standwithukraine
[630] #ukrainerussiawar
[464] ukrainian
[380] day
[323] #ukraineunderattack
[312] defeated
[306] warriors
[306] dug
[306] well
[306] trenches

Top Words in Tweet in G4:
[1024] #standwithukraine
[658] #armukrainenow
[374] fights
[374] friday
[350] #ukraine
[307] ukraine
[225] support
[222] city
[194] world
[192] rest

Top Words in Tweet in G5:
[1048] #standwithukraine
[176] #ukraine
[132] ukraine
[84] #stopputinnow
[73] #stoprussia
[72] #nowar
[70] war
[59] #stopputin
[59] #stoprussianaggression
[56] #ukrainerussiawar

Top Words in Tweet in G6:
[1305] #standwithukraine
[539] ukraine
[350] #ukraine
[284] andrzejduda
[270] president
[167] zelenskyyua
[165] war
[162] europe
[145] rada
[143] verkhovna

Top Words in Tweet in G7:
[958] ukraine
[899] #standwithukraine
[706] more
[680] latest
[680] uk
[678] 2022
[673] update
[672] defence
[672] find
[671] intelligence

Top Words in Tweet in G8:
[722] #standwithukraine
[55] #takaprawda
[46] się
[42] ta
[42] chwila
[42] żalu
[42] gdy
[42] wracasz
[42] irkucka
[42] po

Top Words in Tweet in G9:
[778] #standwithukraine
[200] support
[170] #ukrainian
[167] ukrainian
[166] military
[164] armed
[164] forces
[161] incredible
[161] together
[159] protect

Top Words in Tweet in G10:
[1033] #standwithukraine
[503] putin
[338] ukraine
[234] stand
[205] russia
[163] #ukraine
[159] #ukraineunderattack
[150] #ukrainerussiawar
[147] #russiawarcrimes
[146] #istandwithukraine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2079] #stoprussia,#standwithukraine
[966] emiliomorenatti,#stoprussia
[943] #standwithukraine,#armukrainenow
[862] photo,emiliomorenatti
[802] find,more
[791] defence,intelligence
[791] intelligence,update
[790] latest,defence
[790] update,situation
[790] situation,ukraine

Top Word Pairs in Tweet in G1:
[1472] #stoprussia,#standwithukraine
[882] emiliomorenatti,#stoprussia
[791] photo,emiliomorenatti
[432] heartbreaking,see
[432] see,ukrainian
[432] ukrainian,kids
[432] kids,suffer
[432] suffer,much
[432] much,photo
[325] kids,russia

Top Word Pairs in Tweet in G2:
[105] #standwithukraine,#armukrainenow
[93] european,values
[92] european,commission
[92] commission,presents
[92] presents,ambitious
[92] ambitious,#rebuildukraine
[92] #rebuildukraine,plan
[92] plan,fund
[92] fund,reconstruction
[92] reconstruction,ukraine

Top Word Pairs in Tweet in G3:
[323] #standwithukraine,#ukraineunderattack
[308] defeated,#standwithukraine
[308] #ukraineunderattack,#ukrainerussiawar
[306] ukrainian,warriors
[306] warriors,dug
[306] dug,well
[306] well,trenches
[306] trenches,nation
[306] nation,defeated
[216] good,day

Top Word Pairs in Tweet in G4:
[549] #standwithukraine,#armukrainenow
[187] ukraine,fights
[187] fights,absolute
[187] absolute,evil
[187] evil,rest
[187] rest,world
[187] world,enjoys
[187] enjoys,friday
[187] friday,night
[187] night,friday

Top Word Pairs in Tweet in G5:
[50] #stopputinnow,#standwithukraine
[36] #ukraine,#standwithukraine
[32] #nowar,#stopputinnow
[27] それにより第3次世界大戦への道を開くことにより,あなたの命の危険に合うことに同意したこととなります
[27] あなたの命の危険に合うことに同意したこととなります,#nowar
[25] #standwithukraine,#ukraine
[24] #standwithukraine,#stoprussia
[24] #standwithukraine,#standupforukraine
[24] #standwithukraine,#armukrainenow
[22] #нетвойне,#противійни

Top Word Pairs in Tweet in G6:
[143] verkhovna,rada
[121] rada,#ukraine
[82] ukraine,#standwithukraine
[76] president,#poland
[72] #poland,andrzejduda
[72] #stoprussia,#standwithukraine
[71] continue,helping
[68] russia's,aggression
[66] help,rebuild
[64] unwavering,support

Top Word Pairs in Tweet in G7:
[671] latest,defence
[671] defence,intelligence
[671] intelligence,update
[671] update,situation
[671] situation,ukraine
[671] 2022,find
[671] find,more
[671] more,uk
[671] uk,government's
[671] government's,response

Top Word Pairs in Tweet in G8:
[55] #takaprawda,#standwithukraine
[42] ta,chwila
[42] chwila,żalu
[42] żalu,gdy
[42] gdy,wracasz
[42] wracasz,irkucka
[42] irkucka,po
[42] po,spaleniu
[42] spaleniu,się
[42] się,placówce

Top Word Pairs in Tweet in G9:
[161] armed,forces
[159] #ukrainian,armed
[159] forces,incredible
[159] incredible,protect
[159] protect,tirelessly
[159] tirelessly,support
[159] support,cheer
[159] cheer,always
[159] always,let's
[159] let's,enjoy

Top Word Pairs in Tweet in G10:
[231] stand,ukraine
[193] ukraine,#standwithukraine
[74] putin's,propaganda
[74] propaganda,strong
[74] strong,stronger
[74] stronger,#standwithukraine
[64] down,putin
[64] putin,stay
[64] stay,home
[64] home,russia

Top Replied-To
Top Replied-To in Entire Graph:
@kyivindependent
@iaponomarenko
@saferprint
@andersostlund
@zelenskyyua
@gerashchenko_en
@mfa_russia
@uaweapons
@vestforukraine
@dmytrokuleba

Top Replied-To in G1:
@mariana_betsa
@sarahashtonlv
@glasnostgone
@huckmagazine
@enkoon
@cryptodrftng
@ulrichwaldmann
@expatua
@artyomlukin
@officejjsmart

Top Replied-To in G2:
@kyivindependent
@iaponomarenko
@andersostlund
@uaweapons
@msnbc
@zelenskyyua
@potus
@dmytrokuleba
@olenahalushka
@andriypzag

Top Replied-To in G3:
@gerashchenko_en
@val_voshchevska
@tizianaferrario
@kozatsky_d
@luytibabs
@girkingirkin

Top Replied-To in G4:
@nerdypursuit
@olex_scherba
@euromaidanpr
@firstmate1060
@mikzarnawski
@quiche_don
@m_i2022
@boba_tea_catan
@sky_lee_1
@janevoter2018

Top Replied-To in G5:

Top Replied-To in G6:
@podolyak_m
@unknown92007291
@zelenskyyua
@prezydentpl
@vonderleyen
@whnsc
@antoniocostapm
@gerashchenko_en
@kyivindependent
@illya_ayzin

Top Replied-To in G7:
@rt_com
@elonmusk
@tulsigabbard
@defencehq
@nhk_ohayou
@singapurac1
@mission_rf
@russia
@mitro16334577
@johnwight1

Top Replied-To in G8:
@dpol_un
@prezydentpl
@olasempruch
@ukrainenowmedia
@tymeninebrat
@stefanishynao
@plindenmark

Top Replied-To in G9:
@astartiel
@eminedzheppar
@iomukraine
@emmanuelmacron
@potus
@lebouffre
@avindman

Top Replied-To in G10:
@mfa_russia
@oleksandrkolym
@fuckputinbot
@sum18
@channelone_rus
@russia
@rianru
@alvarochile
@eocbykim
@chrystallynn20

Top Mentioned
Top Mentioned in Entire Graph:
@emiliomorenatti
@andrzejduda
@ukraine
@zelenskyyua
@russia
@expatua
@georgian_legion
@potus
@harry_styles

Top Mentioned in G1:
@emiliomorenatti
@expatua
@zelenskyyua
@ukrainesgrains
@markmackinnon
@grammardomin8rx
@tapstrimedia
@glasnostgone
@paulkenyontv
@bbcnews

Top Mentioned in G2:
@potus
@bundeskanzler
@emmanuelmacron
@josepborrellf
@liusivaya0
@embajadarusaes
@chinaembesp
@sanchezcastejon
@liusivaya
@un

Top Mentioned in G3:
@harry_styles
@isabelguedez
@kozatsky_d
@jksheva7
@emiliomorenatti
@replaneta
@zelenskyyua
@32auctions
@pennylongstckng

Top Mentioned in G4:
@gettyimages
@zelenskyyua
@consulate_of
@secretarypete
@mrsorokaa
@emiliomorenatti
@lpdwien
@indesitsupport
@redbull
@ilkayguendogan

Top Mentioned in G5:
@miskaknapek
@russkietop

Top Mentioned in G6:
@andrzejduda
@zelenskyyua
@ua_parliament
@plinukraine
@ukrinpl
@eu_commission
@europarl_en
@eucouncil
@coe
@potus

Top Mentioned in G7:
@olgatokariuk
@zelenskyyua
@geromanat
@theallinpod
@nhk_news
@rt_com
@iaeaorg
@mfa_russia
@amb_ulyanov
@rf_osce

Top Mentioned in G8:
@prezydentpl
@andrzejduda
@ua_parliament
@mfa_russia
@zelenskyyua

Top Mentioned in G9:
@eib
@usaid
@mintsyfra
@usaidsaveslives
@wfp
@eudelegationua
@meta_history_ua
@zelenskyyua
@hfxforum
@itarmyukr

Top Mentioned in G10:
@ukraine
@russia
@vcmilyte
@lithuaniangovt
@lrseimas
@chefjoseandres
@zelenskyyua
@ebay
@aragonproject
@aragondao

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@sectest9
@barbwiresradio
@m_m1941
@agendaonline
@nblackthorne
@tommybrain
@andyvermaut
@inforeportes
@rk70534

Top Tweeters in G1:
@cagney1991
@roblwilson
@pollsstar
@ansisegle
@nortesur7
@lzedmitryy
@roripierpont1
@alettaha
@marciabunney
@robert_hove

Top Tweeters in G2:
@daily_express
@thehill
@reuters
@mcdonalds
@guardian
@manilabulletin
@dcexaminer
@stanspak
@cathyjoegpt
@breakingkind

Top Tweeters in G3:
@madfall1213
@ungubunugu1274
@wildwalkerwoman
@nakanoyoo
@pitoloco2021
@annoula64
@smilypapiking
@betzmyboyblue11
@hanasakazizi
@golwgymor

Top Tweeters in G4:
@chrisbrey1
@fredkiesche
@qbankendy
@meidas_damon
@elkehollings
@debr3322
@vmbritsch
@rachel_maria65
@jsnyder555
@theriverwanders

Top Tweeters in G5:
@m_m1941
@andyvermaut
@laydenrobinson
@dctfreak
@carolk47
@theuhmethod
@renenow
@soltempore
@minnesotamarys
@artstrada

Top Tweeters in G6:
@wadakashiho
@bartek93794875
@bivi_17
@liveedges
@manakoniec
@stlhd100
@terpsichore_los
@mc_perekis
@knight201701
@allan_straarup

Top Tweeters in G7:
@sectest9
@federicoalves
@cybersecurityn8
@natioscourge
@derekjohnbryant
@yymods
@newgascooker
@talkintou
@jmramos1701d
@bassaces1

Top Tweeters in G8:
@maria09121953
@lalojimjuarez
@silveira2906
@irapanch60
@majowski1959
@radcaw
@4tybin
@motovilovka85
@bukarolbu
@swentol

Top Tweeters in G9:
@jjj5819
@leehillerlondon
@thestephenralph
@astartiel
@paulmick
@eclectelectric
@sommelier50
@theroigner
@shakhtarska
@franco_sala

Top Tweeters in G10:
@la_patilla
@agendaonline
@tommybrain
@inforeportes
@vippusao
@rianru
@baronianconsult
@andysugs
@bharianmy
@vaw511


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