standwithUkraine, Twitter, 3/16/2022 8:17:37 PM, 273031


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standwithUkraine Twitter NodeXL SNA Map and Report for Wednesday, 16 March 2022 at 10:09 UTC
standwithUkraine Twitter NodeXL SNA Map and Report for Wednesday, 16 March 2022 at 10:09 UTC
From:
Smartkiwi
Uploaded on:
March 16, 2022
Short Description:
standwithUkraine via NodeXL https://bit.ly/3Ib1UqI
@olex_scherba
@defencehq
@eminedzheppar
@mariana_betsa
@joncoopertweets
@klitschko
@teamshakeri
@zelenskyyua
@stratcomcentre
@euinjapan

Top hashtags:
#standwithukraine
#ukraine
#russia
#stoprussia
#kyiv

Description:
Description
The graph represents a network of 16,338 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 Wednesday, 16 March 2022 at 11:40 UTC.

The tweets in the network were tweeted over the 5-hour, 29-minute period from Wednesday, 16 March 2022 at 04:40 UTC to Wednesday, 16 March 2022 at 10:09 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 : 16338
Unique Edges : 20126
Edges With Duplicates : 5295
Total Edges : 25421
Number of Edge Types : 5
Tweet : 3765
Retweet : 13687
Replies to : 1671
Mentions : 3125
MentionsInRetweet : 3173
Self-Loops : 3935
Reciprocated Vertex Pair Ratio : 0.00446100556313635
Reciprocated Edge Ratio : 0.00888238674956894
Connected Components : 2363
Single-Vertex Connected Components : 1493
Maximum Vertices in a Connected Component : 12008
Maximum Edges in a Connected Component : 19986
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.086547
Graph Density : 7.17047691025885E-05
Modularity : 0.720443
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 16,338 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 Wednesday, 16 March 2022 at 11:40 UTC.

The tweets in the network were tweeted over the 5-hour, 29-minute period from Wednesday, 16 March 2022 at 04:40 UTC to Wednesday, 16 March 2022 at 10:09 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:
[1268] http://ow.ly/2Zvt50IkfxS
[217] http://ow.ly/e7yJ50IjmHQ
[127] https://motion-gallery.net/projects/standwithukraine
[112] https://www.president.gov.ua/en/news/volodimir-zelenskij-u-kiyevi-zustrivsya-z-golovami-uryadiv-p-73585
[105] https://www.youtube.com/watch?v=s4UM2IkfB0o&feature=youtu.be

[79] https://twitter.com/KwasiKwarteng/status/1503279980553383943
[57] https://twitter.com/olex_scherba/status/1503846952110280705
[52] https://twitter.com/kendilaniannbc/status/1503905485115871233
[52] https://ec.europa.eu/eu-stands-with-ukraine
[49] https://edition.cnn.com/2022/03/15/europe/ukraine-russian-prisoners-of-war-intl/index.html

Top URLs in Tweet in G1:
[29] https://www.npr.org/2022/02/25/1082992947/ukraine-support-help
[6] https://www.globalcitizen.org/en/content/un-ukraine-flash-appeal-1-7-billion/
[6] https://ukraine.ua/
[6] https://www.kmu.gov.ua/
[6] https://www.president.gov.ua/
[5] https://www.thepeacefulproject.com/
[5] https://opensea.io/collection/thepeacefulproject
[5] https://discord.com/invite/RkbxbYUy
[4] https://twitter.com/zoyashef/status/1503905174926299136
[4] https://motion-gallery.net/projects/standwithukraine

Top URLs in Tweet in G2:
[97] https://www.youtube.com/watch?v=s4UM2IkfB0o&feature=youtu.be

[36] https://twitter.com/olex_scherba/status/1503846952110280705
[6] https://twitter.com/Simon_A_Wood/status/1501812932505915397
[4] https://twitter.com/Simon_A_Wood/status/1502510013130358786
[3] http://ow.ly/2Zvt50IkfxS
[3] http://ow.ly/e7yJ50IjmHQ
[3] https://twitter.com/te_poztlan/status/1503688618858143745
[3] https://twitter.com/EuromaidanPress/status/1503973371175964674
[2] https://twitter.com/olex_scherba/status/1503445127683006470
[2] https://twitter.com/dedzaebal/status/1503659320076120066

Top URLs in Tweet in G3:
[1134] http://ow.ly/2Zvt50IkfxS
[186] http://ow.ly/e7yJ50IjmHQ
[30] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response
[20] https://www.latimes.com/world-nation/story/2022-03-02/on-the-ground-in-the-war-on-ukraine-from-a-photographers-perspective
[7] https://twitter.com/Ukraine/status/1503742577211805705
[5] https://twitter.com/olex_scherba/status/1503846952110280705
[4] http://ow.ly/v2rQ50IieIV
[4] https://www.reuters.com/world/europe/ukraine-launches-counteroffensives-several-areas-ukrainian-presidential-adviser-2022-03-16/
[4] https://secure.avaaz.org/campaign/en/prosecute_putin_loc/?wXAZHsb
[3] http://ow.ly/FAU650Ii7zZ

Top URLs in Tweet in G4:
[112] https://www.president.gov.ua/en/news/volodimir-zelenskij-u-kiyevi-zustrivsya-z-golovami-uryadiv-p-73585
[38] https://ec.europa.eu/eu-stands-with-ukraine
[25] http://ow.ly/2Zvt50IkfxS
[12] https://eeas.europa.eu/headquarters/headquarters-homepage/112841/faces-ukraine-04-ekaterina-full-video_en
[9] https://www.theatlantic.com/ideas/archive/2022/02/volodymyr-zelensky-ukraine-president/622938/
[8] https://twitter.com/luhc/status/1503728661073215504
[7] https://twitter.com/kendilaniannbc/status/1503905485115871233
[7] https://twitter.com/MorawieckiM/status/1503860434918846464
[6] https://twitter.com/SmolkaVa/status/1503990019173851138
[5] https://mita.lrv.lt/forms/registration-to-techhub-hack-for-ukraine-for-teams

Top URLs in Tweet in G5:
[41] https://twitter.com/kendilaniannbc/status/1503905485115871233
[4] http://ow.ly/2Zvt50IkfxS
[2] https://twitter.com/AaronParnas/status/1503894273665683458
[2] https://secure.avaaz.org/campaign/en/prosecute_putin_loc/?wYYAjrb
[1] https://secure.avaaz.org/campaign/en/prosecute_putin_loc/?wawVvfb
[1] http://ow.ly/e7yJ50IjmHQ
[1] https://twitter.com/olex_scherba/status/1503846952110280705
[1] https://twitter.com/natemook/status/1503930614013124616
[1] https://twitter.com/davidmweissman/status/1503946911283355652
[1] https://twitter.com/raggapegs/status/1503940794679443457

Top URLs in Tweet in G6:
[38] https://europeanwesternbalkans.rs/srbija-se-prvi-put-uskladila-sa-sankcijama-eu-oko-ukrajine/
[17] https://twitter.com/dpatrikarakos/status/1503819939844657153
[15] http://ow.ly/2Zvt50IkfxS
[4] https://twitter.com/TeamPelosi/status/1503430966840369153
[4] https://www.spiegel.de/ausland/marina-ovsyannikova-im-russischen-tv-auch-ich-habe-kreml-propaganda-verbreitet-a-adeb941a-3202-400e-83f1-075c86627d4b
[3] https://ec.europa.eu/eu-stands-with-ukraine
[2] https://twitter.com/ndaktuell/status/1503999004329140227
[2] https://twitter.com/gereonas/status/1503675681988923393?s=20
[2] https://twitter.com/dw_conflictzone/status/1503856902849060871?s=20
[2] https://twitter.com/NurderK/status/1503866285100351496

Top URLs in Tweet in G7:
[19] http://ow.ly/2Zvt50IkfxS
[6] https://twitter.com/volodarskijo/status/1503984139942473729
[3] https://twitter.com/olex_scherba/status/1503846952110280705
[3] https://www.bbc.co.uk/news/world-europe-60736845
[3] http://ow.ly/e7yJ50IjmHQ
[2] https://twitter.com/estoniaedu/status/1504020303466348547
[2] https://twitter.com/kendilaniannbc/status/1503905485115871233
[2] https://banda.agency/
[2] https://www.reuters.com/markets/europe/russia-says-nearly-half-its-reserves-are-frozen-counts-ties-with-china-2022-03-13/

Top URLs in Tweet in G8:
[15] https://twitter.com/ua_withtelya/status/1487111415152652288
[9] https://khpg.org/en/1608810198
[9] http://ow.ly/2Zvt50IkfxS
[9] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100001803482161%2Fposts%2F7071192849617428%2F%3Fd%3Dn
[9] https://www.siepomaga.pl/en/ukraina
[6] https://www.facebook.com/100001803482161/posts/7071192849617428/?d=n
[6] https://www.pbs.org/wgbh/frontline/interview-collection/putins-road-to-war/?utm_campaign=frontline&utm_content=1647378487&utm_medium=social&utm_source=twitter
[5] https://twitter.com/ua_withTelya/status/1503544050762149890
[4] https://twitter.com/olex_scherba/status/1503846952110280705
[3] http://ow.ly/e7yJ50IjmHQ

Top URLs in Tweet in G9:
[35] https://twitter.com/USEmbassyKyiv/status/1503842657046515715
[12] https://twitter.com/USEmbassyKyiv/status/1503847280834666500
[8] https://go.usa.gov:443/xzngw
[8] https://www.pbs.org/wgbh/frontline/interview-collection/putins-road-to-war/?utm_campaign=frontline&utm_content=1647378487&utm_medium=social&utm_source=twitter
[7] http://ow.ly/2Zvt50IkfxS
[6] https://www.eventbrite.com/e/a-curious-adventure-of-imbibition-to-stand-with-ukraine-charity-tickets-298692937617
[5] https://snyder.substack.com/p/ukrainians-are-consoling-us
[4] https://ukrainesangels.com/
[4] https://ethernetpeeps.com/
[4] https://twitter.com/olex_scherba/status/1503846952110280705

Top URLs in Tweet in G10:
[76] https://twitter.com/KwasiKwarteng/status/1503279980553383943
[33] https://eeas.europa.eu/delegations/japan/112866/node/112866_ja
[23] https://twitter.com/modjapan_jp/status/1503522612567506945
[21] https://twitter.com/harutomo1022/status/1501538881703153664
[10] https://twitter.com/ModJapan_jp/status/1503522612567506945
[9] https://eeas.europa.eu/delegations/japan/112867/node/112867_ja
[8] https://twitter.com/BorisJohnson/status/1503105074444349444
[7] https://twitter.com/EUvsDisinfo/status/1502579618129272833
[6] https://twitter.com/EmineDzheppar/status/1503820716789145601
[6] http://ow.ly/2Zvt50IkfxS

Top Domains
Top Domains in Tweet in Entire Graph:
[1973] twitter.com
[1499] ow.ly
[1045] avaaz.org
[272] youtube.com
[187] europa.eu
[129] gov.ua
[128] motion-gallery.net
[85] cnn.com
[77] arvadarocksradio.com
[75] co.jp

Top Domains in Tweet in G1:
[804] avaaz.org
[318] twitter.com
[78] youtube.com
[29] npr.org
[14] gov.ua
[12] co.jp
[11] or.jp
[9] ukrainecrisis.org
[8] co.uk
[7] globalcitizen.org

Top Domains in Tweet in G2:
[97] youtube.com
[79] twitter.com
[6] ow.ly
[3] avaaz.org
[2] coalitionforukraine.com
[2] ukraine-office.eu
[2] ukrinform.ua
[2] comebackalive.charity
[2] google.com
[2] org.au

Top Domains in Tweet in G3:
[1329] ow.ly
[123] twitter.com
[30] gov.uk
[20] latimes.com
[15] avaaz.org
[6] reuters.com
[3] youtube.com
[2] thedrive.com
[2] bbc.com
[2] co.uk

Top Domains in Tweet in G4:
[196] twitter.com
[112] gov.ua
[61] europa.eu
[30] ow.ly
[16] avaaz.org
[9] theatlantic.com
[8] instagram.com
[8] pism.pl
[6] cnn.com
[5] lrv.lt

Top Domains in Tweet in G5:
[48] twitter.com
[5] ow.ly
[3] avaaz.org
[1] palmerreport.com
[1] cnn.com

Top Domains in Tweet in G6:
[39] twitter.com
[38] europeanwesternbalkans.rs
[17] ow.ly
[4] spiegel.de
[3] europa.eu
[3] youtube.com
[1] avaaz.org
[1] tagesschau.de
[1] blog1600penn.com

Top Domains in Tweet in G7:
[22] ow.ly
[13] twitter.com
[3] co.uk
[2] banda.agency
[2] reuters.com

Top Domains in Tweet in G8:
[26] twitter.com
[15] facebook.com
[12] ow.ly
[10] khpg.org
[10] cnn.com
[9] siepomaga.pl
[6] pbs.org
[3] avaaz.org
[2] co.uk
[1] euromaidanpress.com

Top Domains in Tweet in G9:
[86] twitter.com
[10] ow.ly
[8] usa.gov
[8] pbs.org
[6] eventbrite.com
[5] substack.com
[4] ukrainesangels.com
[4] ethernetpeeps.com
[4] t1p.de
[4] motherjones.com

Top Domains in Tweet in G10:
[175] twitter.com
[42] europa.eu
[9] co.jp
[8] ow.ly
[2] facebook.com
[2] emmallo.com
[1] motion-gallery.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19261] standwithukraine
[3868] ukraine
[3181] russia
[2042] stoprussia
[1980] kyiv
[1743] freeivanfedorov
[1357] putin
[1155] stopputin
[1082] ukrainian
[1011] nurembergtribunal



Top Hashtags in Tweet in G1:
[1820] standwithukraine
[828] russia
[799] putin
[783] nurembergtribunal
[775] aggression
[147] ukraine
[97] nowar
[67] нетвойне
[61] stopputin
[54] ukrainerussiawar

Top Hashtags in Tweet in G2:
[1819] standwithukraine
[1321] freeivanfedorov
[735] ukrainian
[650] russiaukrainewar
[589] russianukrainianwar
[493] kyiv
[482] россиясмотри
[475] russianinvasion
[468] putinhitler
[401] russia

Top Hashtags in Tweet in G3:
[1661] standwithukraine
[145] kyiv
[107] ukraine
[104] kharkiv
[104] kherson
[104] donetsk
[104] odesa
[104] melitopol
[104] mykolaiv
[104] yavoriv

Top Hashtags in Tweet in G4:
[1369] standwithukraine
[351] ukraine
[177] stoprussia
[165] nato
[150] kyiv
[108] putin
[98] stopputin
[88] russia
[85] noflyzoneua
[73] genocide

Top Hashtags in Tweet in G5:
[843] standwithukraine
[613] putinwarcriminal
[38] putinswar
[25] russianinvasion
[12] freeivanfedorov
[10] russia
[8] russiansanctions
[7] ukrainian
[6] russianukrainianwar
[5] russiaukrainewar

Top Hashtags in Tweet in G6:
[873] standwithukraine
[683] kyiv
[678] freeukraine
[676] stopthewar
[676] standtogether
[674] weareallukrainians
[589] ukraine
[389] united
[282] stopputinswar
[185] supportukraine

Top Hashtags in Tweet in G7:
[852] standwithukraine
[709] stoprussia
[690] noflyzone
[648] ukraine
[53] freeivanfedorov
[33] ukrainian
[29] russianukrainianwar
[28] russiaukrainewar
[23] kyiv
[20] russianinvasion

Top Hashtags in Tweet in G8:
[983] russia
[885] standwithukraine
[621] russian
[620] stoprussianagression
[594] russiainvadedukraine
[538] ukraine
[494] stopputin
[473] closeuaskynow
[139] kyiv
[65] irpin

Top Hashtags in Tweet in G9:
[654] standwithukraine
[65] ukraine
[59] stoprussia
[49] stopputinnow
[46] russia
[46] stopputin
[39] freeivanfedorov
[32] supportukraine
[31] putin
[30] ukrainian

Top Hashtags in Tweet in G10:
[542] standwithukraine
[273] ウクライナ
[50] eu
[44] ロシア
[33] 制裁
[25] saveukraine
[17] ukraine
[12] stoprussianagression
[11] kyiv
[10] херсон

Top Words
Top Words in Tweet in Entire Graph:
[19396] #standwithukraine
[4008] war
[3963] #ukraine
[3903] ukraine
[2554] #russia
[2222] amp
[2044] #stoprussia
[2028] more
[1980] #kyiv
[1927] putin

Top Words in Tweet in G1:
[1829] #standwithukraine
[844] war
[827] #russia
[806] amp
[799] #putin
[791] urgent
[786] international
[785] day
[783] #nurembergtribunal
[779] crime

Top Words in Tweet in G2:
[1819] #standwithukraine
[1321] #freeivanfedorov
[782] win
[735] #ukrainian
[650] #russiaukrainewar
[646] groups
[589] #russianukrainianwar
[498] war
[493] #kyiv
[482] #россиясмотри

Top Words in Tweet in G3:
[1661] #standwithukraine
[1465] 2022
[1408] ukraine
[1372] more
[1366] uk
[1364] march
[1360] find
[1359] latest
[1359] defence
[1359] intelligence

Top Words in Tweet in G4:
[1372] #standwithukraine
[503] minister
[455] prime
[390] ukraine
[362] #ukraine
[277] poland
[226] zelenskyyua
[225] war
[197] stop
[189] russian

Top Words in Tweet in G5:
[843] #standwithukraine
[707] senate
[642] war
[626] breaking
[613] unanimously
[613] putin
[613] #putinwarcriminal
[612] congress
[611] tuesday
[611] passed

Top Words in Tweet in G6:
[873] #standwithukraine
[683] #kyiv
[678] #freeukraine
[676] #stopthewar
[676] #standtogether
[674] #weareallukrainians
[608] #ukraine
[389] #united
[290] putin
[282] #stopputinswar

Top Words in Tweet in G7:
[852] #standwithukraine
[709] #stoprussia
[690] #noflyzone
[668] children
[649] russian
[648] #ukraine
[640] invaders
[639] killed
[638] against
[637] olga

Top Words in Tweet in G8:
[885] #standwithukraine
[621] #russian
[620] #stoprussianagression
[594] #russiainvadedukraine
[539] #ukraine
[510] #russia's
[496] war
[494] #stopputin
[473] #russia
[473] #closeuaskynow

Top Words in Tweet in G9:
[654] #standwithukraine
[232] дітей
[186] і
[116] півтора
[116] мільйони
[116] вимушені
[116] залишити
[116] україну
[116] кожна
[116] друга

Top Words in Tweet in G10:
[543] #standwithukraine
[273] #ウクライナ
[171] eu
[171] とeu加盟国の大使は本日
[171] 米
[171] 英
[171] 加
[171] ノルウェー
[171] スイス
[171] アイスランドの各大使と共に

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1590] march,2022
[1546] find,more
[1534] situation,ukraine
[1530] intelligence,update
[1529] latest,defence
[1529] defence,intelligence
[1527] update,situation
[1527] 2022,find
[1527] more,uk
[1527] uk,government's

Top Word Pairs in Tweet in G1:
[775] #aggression,#standwithukraine
[773] urgent,call
[772] join,urgent
[772] investigate,#putin
[771] call,#nurembergtribunal
[771] #nurembergtribunal,investigate
[771] international,crime
[771] crime,#aggression
[770] #putin,cronies
[770] cronies,international

Top Word Pairs in Tweet in G2:
[430] #russiaukrainewar,#freeivanfedorov
[391] #standwithukraine,#russianukrainianwar
[390] #russianukrainianwar,#russianinvasion
[388] #ukrainian,kids
[388] kids,write
[388] write,essays
[388] essays,list
[388] list,spring
[388] spring,boy
[388] boy,writes

Top Word Pairs in Tweet in G3:
[1361] march,2022
[1359] latest,defence
[1359] defence,intelligence
[1359] intelligence,update
[1359] update,situation
[1359] situation,ukraine
[1359] 2022,find
[1359] find,more
[1359] more,uk
[1359] uk,government's

Top Word Pairs in Tweet in G4:
[453] prime,minister
[224] minister,poland
[114] jjansasds,#standwithukraine
[112] president,#ukraine
[112] #ukraine,zelenskyyua
[112] zelenskyyua,met
[112] met,#kyiv
[112] #kyiv,prime
[112] poland,morawieckim
[112] morawieckim,deputy

Top Word Pairs in Tweet in G5:
[611] breaking,senate
[611] senate,tuesday
[611] tuesday,unanimously
[611] unanimously,passed
[611] passed,resolution
[611] resolution,condemning
[611] condemning,putin
[611] putin,war
[611] war,criminal
[611] criminal,rare

Top Word Pairs in Tweet in G6:
[674] #weareallukrainians,#standwithukraine
[671] #freeukraine,#weareallukrainians
[671] #standwithukraine,#stopthewar
[558] #standtogether,#ukraine
[389] #stopthewar,#kyiv
[389] #kyiv,#standtogether
[389] #ukraine,#united
[282] #kyiv,#stopputinswar
[282] #stopputinswar,#standtogether
[169] #stopthewar,#stopwar

Top Word Pairs in Tweet in G7:
[690] #stoprussia,#noflyzone
[690] #noflyzone,#standwithukraine
[640] russian,invaders
[637] olga,semydyanova
[637] semydyanova,mother
[637] mother,children
[637] children,killed
[637] killed,battle
[637] battle,against
[637] against,russian

Top Word Pairs in Tweet in G8:
[585] #standwithukraine,#stoprussianagression
[502] #russiainvadedukraine,#standwithukraine
[473] #stoprussianagression,#closeuaskynow
[473] #closeuaskynow,#stopputin
[445] #russia's,war
[445] war,against
[445] against,#ukraine
[445] #ukraine,girl
[445] girl,lost
[445] lost,entire

Top Word Pairs in Tweet in G9:
[116] півтора,мільйони
[116] мільйони,дітей
[116] дітей,вимушені
[116] вимушені,залишити
[116] залишити,україну
[116] україну,кожна
[116] кожна,друга
[116] друга,дитина
[116] дитина,росія
[116] росія,хоче

Top Word Pairs in Tweet in G10:
[171] eu,とeu加盟国の大使は本日
[171] とeu加盟国の大使は本日,米
[171] 米,英
[171] 英,加
[171] 加,ノルウェー
[171] ノルウェー,スイス
[171] スイス,アイスランドの各大使と共に
[171] アイスランドの各大使と共に,コルスンスキー
[171] コルスンスキー,ウクライナ大使と鈴木外務審議官を交えて
[171] ウクライナ大使と鈴木外務審議官を交えて,ロシアの不当でいわれのない軍事侵略について討議

Top Replied-To
Top Replied-To in Entire Graph:
@kyivindependent
@zelenskyyua
@iaponomarenko
@pirellisport
@pirelli
@debbie156
@innasovsun
@avalaina
@thedeaddistrict
@ua_withtelya

Top Replied-To in G2:
@olex_scherba
@ukraine_world
@nickknudsenus
@psiasiapacific
@cbsnews
@cbseveningnews
@olgatokariuk
@nytimes
@markhertling
@avalaina

Top Replied-To in G3:
@defencehq
@bbcworld
@pritipatel

Top Replied-To in G4:
@zelenskyyua
@kyivindependent
@potus
@rfembassygr
@fedorovmykhailo
@kasparov63
@borisjohnson
@russianembassy
@armedforcesukr
@samramani2

Top Replied-To in G5:
@joncoopertweets

Top Replied-To in G6:
@elonmusk
@kremlinrussia_e
@anttikaikkonen
@eltensli
@goeringeckardt

Top Replied-To in G7:
@visegrad24
@streetartdream

Top Replied-To in G8:
@ua_withtelya
@meidastouch
@amy_siskind
@kyivindependent
@ambqingang
@davidmweissman
@allareblessed2
@jacobsoboroff

Top Replied-To in G9:
@kyivindependent
@iaponomarenko
@innasovsun
@thedeaddistrict
@mcfaul
@ozkaterji
@newvoiceukraine
@tuckercarlson
@joncoopertweets
@navalny

Top Replied-To in G10:
@tomomachi
@news24ntv
@fedorovmykhailo

Top Mentioned
Top Mentioned in Entire Graph:
@zelenskyyua
@rtv_slovenija
@jjansasds
@morawieckim
@potus
@p_fiala
@ukraine
@nato
@wckitchen
@russia

Top Mentioned in G1:
@theendofputin

Top Mentioned in G2:
@unian
@scottachange
@ukraine_world
@hromadskeua
@unionsaustralia
@madelinenortham
@cpsunion
@unitedworkersoz
@epsunions
@ieuofa

Top Mentioned in G3:
@zelenskyyua
@ukhomeoffice
@metpoliceuk

Top Mentioned in G4:
@zelenskyyua
@morawieckim
@p_fiala
@jjansasds
@potus
@nato
@mblaszczak
@bundeskanzler
@secdef
@emmanuelmacron

Top Mentioned in G5:
@potus
@whcos
@secdef
@palmerreport

Top Mentioned in G6:
@elonmusk
@klitschko
@vitaliy_klychko
@mikaaaltola
@wissing
@zelenskyyua
@ronzheimer
@sophiadahl1
@bgonthescene
@leadermcconnell

Top Mentioned in G7:
@potus
@davidzinn_art

Top Mentioned in G8:
@doutonborigawa
@postopinions
@euromaidanpress
@meidastouch

Top Mentioned in G9:
@wckitchen
@mgongadze
@voanews
@iaponomarenko
@allanfriedman
@kurt_theturk
@keenanskelly
@airbnb
@microsoft

Top Mentioned in G10:
@hinatan4442
@grlicradman
@ognianzlatev
@vasylkyrylych
@eunicjapan
@yataume

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@paul_cude
@manchan_sub_acc
@sarah052794
@codedailybot
@maria09121953
@7b73f39b85e1415
@waka__chang
@insdatainter
@hirogallery

Top Tweeters in G1:
@11777kaochin
@davidlance3
@italiajin21
@yshdykhr
@olganm7
@imoanalothutchy
@mf20010424
@tweeting_frog
@wurzel260654
@whatmollysaid

Top Tweeters in G2:
@manchan_sub_acc
@_redfrog
@astwisa
@angelakorras
@leehillerlondon
@lzedmitryy
@wellness4you13
@michelejeanson1
@_l17r_
@edgeoforever

Top Tweeters in G3:
@baarahk
@westinghouse565
@miguelhilargiak
@mog7546
@bronxfanatic
@tackco
@_oshf111
@nobuhusababa
@bassaces1
@saveaslave

Top Tweeters in G4:
@7b73f39b85e1415
@wadakashiho
@ludmarx1
@johangreg
@globalcopyright
@reuters
@rvp
@guardian
@loulachat
@escafint

Top Tweeters in G5:
@lechatnoire4
@russelltim151
@pollsstar
@theresamax
@cindy_52s
@carolmaewy
@sylviaz1913
@sheiladecker19
@jrbkjrbk
@suekhi

Top Tweeters in G6:
@chrisbrey1
@otmar_ballmann
@vedehimajumdar
@kulturbolschewi
@aminzulkarnain
@michael_kunz
@pawegrzegorczy1
@bbddpp
@bellmanno82
@bot_twlehrerz

Top Tweeters in G7:
@stefan_laurell
@natashainteres
@slvfortwit
@smetanatborschu
@johnnybrottom9
@kis_svetlana
@harryjfriel28
@tsavkko
@alex_bsdvp
@alikat747

Top Tweeters in G8:
@madfall1213
@zeeshan_shah_dc
@pauldramone
@suestroud
@sommelier50
@ikotto
@nihonjintamasii
@cinghsian
@tawarayasotatsu
@sergiolopezmir

Top Tweeters in G9:
@maria09121953
@ivis03
@botcybersec
@knightoff3
@datsyuklover
@rachel_maria65
@dawneryans
@light1065s
@sve83274
@livegreenordie

Top Tweeters in G10:
@yymods
@covanekosuki
@ryukyuasagao
@koutarzz
@souun_udoku
@comyu400er
@t_moonforest
@nojiusaaa
@migneko
@oregakitaworld


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