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admiral makarov Twitter NodeXL SNA Map and Report for perjantai, 06 toukokuuta 2022 at 15.29 UTC (experimental version)
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From:
mihkal
Uploaded on:
May 06, 2022
Short Description:
admiral makarov via NodeXL https://bit.ly/3kLouwD
@sentdefender
@osint88
@alexkhrebet
@mhmck
@canadianukrain1
@ukraine_world
@navylookout
@joncoopertweets
@dalperovitch
@independent

Top hashtags:
#ukraine
#russia
#makarov
#moskva
#snake
#russian
#slavaukraïni

Description:
Description
The graph represents a network of 12 871 Twitter users whose recent tweets contained "admiral makarov", 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 Friday, 06 May 2022 at 16:12 UTC.

The tweets in the network were tweeted over the 14-hour, 3-minute period from Friday, 06 May 2022 at 01:25 UTC to Friday, 06 May 2022 at 15:29 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 Fruchterman-Reingold layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 12871
Unique Edges : 17550
Edges With Duplicates : 2003
Total Edges : 19553
Number of Edge Types : 5
Replies to : 1098
Retweet : 15524
MentionsInRetweet : 347
Mentions : 855
Tweet : 1729
Self-Loops : 1763
Reciprocated Vertex Pair Ratio : 0,000646222535542239
Reciprocated Edge Ratio : 0,0012916104033347
Connected Components : 874
Single-Vertex Connected Components : 622
Maximum Vertices in a Connected Component : 11545
Maximum Edges in a Connected Component : 18191
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4,193243
Graph Density : 0,000102825376696871
Modularity : 0,664955
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 12 871 Twitter users whose recent tweets contained "admiral makarov", 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 Friday, 06 May 2022 at 16:12 UTC.

The tweets in the network were tweeted over the 14-hour, 3-minute period from Friday, 06 May 2022 at 01:25 UTC to Friday, 06 May 2022 at 15:29 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : admiral makarov
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[749] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[286] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/
[267] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1651834948
[189] https://metro.co.uk/2022/05/06/russian-warship-on-fire-after-being-hit-by-ukrainian-missile-near-snake-island-16599203/?ito=socialmetrouktwitter
[189] https://novynarnia.com/2022/05/06/admiral-makarov/
[168] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015
[167] https://twitter.com/Independent/status/1522532243679424513
[142] https://twitter.com/OSINT88/status/1522352991277359111
[131] https://twitter.com/sentdefender/status/1522349841807986688
[130] https://en.wikipedia.org/wiki/Russian_frigate_Admiral_Makarov

Top URLs in Tweet in G1:
[24] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[10] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015
[7] https://twitter.com/mpls1701/status/1522382005115232256
[6] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/
[5] https://twitter.com/Liveuamap/status/1522507395750146048
[4] https://twitter.com/FauteuilColbert/status/1522576768116396034
[4] https://hotair.com/ed-morrissey/2022/05/06/another-ukraine-or-us-shocker-claims-key-russian-warship-hit-in-the-black-sea-n467492
[3] https://twitter.com/sentdefender/status/1522509777053618176
[3] https://www.express.co.uk/news/world/1606325/russian-ship-sunk-ukraine-neptune-missile-odessa-black-sea-Admiral-Makarov-vladimir-putin
[3] https://twitter.com/caucasianrebel/status/1522567718599286784

Top URLs in Tweet in G2:
[88] https://twitter.com/OSINT88/status/1522352991277359111
[27] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[25] https://twitter.com/OSINT88/status/1522558260578074626
[6] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/?sh=14f3620374d5
[6] https://twitter.com/mpls1701/status/1522382005115232256
[4] https://realcontextnews.com/ukraine-will-easily-or-destroy-or-sideline-russias-navy-with-game-changing-anti-ship-missiles/
[3] https://www.express.co.uk/news/world/1606325/russian-ship-sunk-ukraine-neptune-missile-odessa-black-sea-Admiral-Makarov-vladimir-putin
[3] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/?sh=dd43cdc74d56
[3] https://twitter.com/sentdefender/status/1522509777053618176
[2] https://twitter.com/hdevreij/status/1522526124219248640

Top URLs in Tweet in G3:
[138] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[116] https://twitter.com/Independent/status/1522532243679424513
[85] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/
[64] https://realcontextnews.com/ukraine-will-easily-or-destroy-or-sideline-russias-navy-with-game-changing-anti-ship-missiles/
[51] https://twitter.com/mpls1701/status/1522382005115232256
[39] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015
[34] https://twitter.com/hdevreij/status/1522526124219248640
[28] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[23] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/amp/
[21] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1651834948

Top URLs in Tweet in G4:
[20] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[12] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/?sh=10d1bfa674d5
[8] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1651834948
[7] https://twitter.com/OSINT88/status/1522352991277359111
[5] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/amp/
[4] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/
[4] https://twitter.com/wipljw/status/1522571311511490561
[4] https://twitter.com/Independent/status/1522532243679424513
[4] https://twitter.com/AlexKhrebet/status/1522506742789287936
[4] https://twitter.com/mpls1701/status/1522382005115232256

Top URLs in Tweet in G5:
[23] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[8] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015
[6] https://metro.co.uk/2022/05/06/russian-warship-on-fire-after-being-hit-by-ukrainian-missile-near-snake-island-16599203/?ito=socialmetrouktwitter
[4] https://twitter.com/BjHxCz3udYhKiOD/status/1522511542381682688
[4] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/
[4] https://www.express.co.uk/news/world/1606325/russian-ship-sunk-ukraine-neptune-missile-odessa-black-sea-Admiral-Makarov-vladimir-putin
[3] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1651834948
[3] https://twitter.com/OSINT88/status/1522558260578074626
[2] https://twitter.com/caucasianrebel/status/1522567718599286784
[2] https://twitter.com/hdevreij/status/1522526124219248640

Top URLs in Tweet in G6:
[24] https://twitter.com/Liveuamap/status/1522507395750146048?s=20&t=-n4IkQWoYqE7SQImoh-GNQ
[15] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[12] https://twitter.com/Independent/status/1522532243679424513
[5] https://twitter.com/sentdefender/status/1522349841807986688
[5] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/
[4] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/?sh=10d1bfa674d5
[4] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1651834948
[4] https://twitter.com/OSINT88/status/1522352991277359111
[4] https://twitter.com/glosmeusec/status/1522436653326950400
[3] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015#ICID=Android_TMNewsApp_AppShare

Top URLs in Tweet in G7:
[88] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[27] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/
[24] https://euroweeklynews.com/2022/05/06/russian-navy-warship-admiral-makarov-reportedly-sunk-by-ukrainian-missiles/
[19] https://www.express.co.uk/news/world/1606325/russian-ship-sunk-ukraine-neptune-missile-odessa-black-sea-Admiral-Makarov-vladimir-putin
[17] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015
[14] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[7] https://twitter.com/CaucasianRebel/status/1522567718599286784
[6] https://www.geenstijl.nl/cookie-consent/?target_url=%2F5164900%2Fliveblog-geruchten-in-oekraine-over-zinken-van-russisch-fregat-admiral-makarov%2F%253F
[5] https://twitter.com/sentdefender/status/1522509777053618176
[4] https://twitter.com/sentdefender/status/1522349841807986688

Top URLs in Tweet in G8:
[33] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015
[26] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[20] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/
[6] https://www.newsweek.com/russia-ukraine-peskov-admiral-makarov-black-sea-ship-1704189
[3] https://twitter.com/NavyLookout/status/1522577939669438466
[3] https://twitter.com/hu_logic/status/1522333875820716035
[3] https://twitter.com/OSINT88/status/1522352991277359111
[3] https://twitter.com/Liveuamap/status/1522507395750146048
[2] https://twitter.com/Liveuamap/status/1522507395750146048?s=20&t=CJRGyiM5POYRd2rQHgMYlA
[2] https://twitter.com/OAlexanderDK/status/1522549702692155393

Top URLs in Tweet in G9:
[22] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[16] https://interfax.com.ua/news/general/830118-amp.html
[3] https://twitter.com/hdevreij/status/1522526124219248640
[3] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1651834948
[3] https://twitter.com/caucasianrebel/status/1522567718599286784
[2] https://twitter.com/Capt_Navy/status/1522490181584142336
[2] https://www.express.co.uk/news/world/1606325/russian-ship-sunk-ukraine-neptune-missile-odessa-black-sea-Admiral-Makarov-vladimir-putin
[2] https://www.forbes.com/sites/davidaxe/2022/05/06/the-russian-frigate-admiral-makarov-might-be-the-juiciest-target-in-the-black-sea/?sh=5c50541674d5
[1] https://realcontextnews.com/ukraine-will-easily-or-destroy-or-sideline-russias-navy-with-game-changing-anti-ship-missiles/
[1] https://twitter.com/mpls1701/status/1522382005115232256

Top URLs in Tweet in G10:
[180] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1651834948
[10] https://www.independent.co.uk/news/world/europe/russia-ship-admiral-makarov-ukraine-war-b2073007.html
[7] https://twitter.com/Liveuamap/status/1522507395750146048
[6] https://twitter.com/mirrorbreaking_/status/1522527584378101760
[5] https://www.mirror.co.uk/news/world-news/breaking-russias-admiral-makarov-warship-26889015
[5] https://twitter.com/collinfisher/status/1522349917074718720
[4] https://www.the-sun.com/news/5278291/putin-flagship-makarov-fire-neptune-missile-snake-island/
[4] https://twitter.com/Independent/status/1522532243679424513
[2] https://twitter.com/s_vivat/status/1522560511581343744
[2] https://twitter.com/OSINT88/status/1522352991277359111

Top Domains
Top Domains in Tweet in Entire Graph:
[1575] co.uk
[1373] twitter.com
[557] forbes.com
[189] novynarnia.com
[144] wikipedia.org
[103] strana.news
[83] euroweeklynews.com
[74] realcontextnews.com
[70] t.me
[52] com.ua

Top Domains in Tweet in G1:
[45] co.uk
[40] twitter.com
[14] forbes.com
[5] wikipedia.org
[4] hotair.com
[2] novynarnia.com
[2] t.me
[2] mezha.media
[1] realcontextnews.com
[1] ibtimes.sg

Top Domains in Tweet in G2:
[129] twitter.com
[33] co.uk
[13] forbes.com
[4] realcontextnews.com
[2] nv.ua
[2] euroweeklynews.com
[2] t.me
[2] militaryfactory.com
[1] novynarnia.com
[1] wikipedia.org

Top Domains in Tweet in G3:
[389] twitter.com
[241] co.uk
[210] forbes.com
[64] realcontextnews.com
[34] t.me
[12] flightradar24.com
[11] wikipedia.org
[11] euroweeklynews.com
[10] 24tv.ua
[8] translate.goog

Top Domains in Tweet in G4:
[37] twitter.com
[31] co.uk
[23] forbes.com
[3] wikipedia.org
[3] msn.com
[3] reddit.com
[2] newsweek.com
[2] flightradar24.com
[1] com.ua
[1] 24tv.ua

Top Domains in Tweet in G5:
[45] co.uk
[20] twitter.com
[4] forbes.com
[2] corriere.it
[2] euroweeklynews.com
[2] youtube.com
[2] rusjev.net
[1] realcontextnews.com
[1] com.ua

Top Domains in Tweet in G6:
[68] twitter.com
[28] co.uk
[10] forbes.com
[5] wikipedia.org
[2] liveuamap.com
[1] euroweeklynews.com

Top Domains in Tweet in G7:
[155] co.uk
[93] twitter.com
[50] forbes.com
[27] euroweeklynews.com
[16] msn.com
[10] informazione.it
[9] corriere.it
[7] geenstijl.nl
[7] youtube.com
[5] com.ua

Top Domains in Tweet in G8:
[65] co.uk
[36] twitter.com
[21] forbes.com
[6] newsweek.com
[2] b92.net
[2] wikipedia.org
[1] hotair.com
[1] msn.com
[1] strana.news
[1] 24tv.ua

Top Domains in Tweet in G9:
[28] co.uk
[16] com.ua
[12] twitter.com
[3] forbes.com
[1] realcontextnews.com
[1] newsweek.com
[1] liveuamap.com

Top Domains in Tweet in G10:
[195] co.uk
[29] twitter.com
[4] the-sun.com
[2] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3032] ukraine
[1697] russia
[1322] makarov
[923] moskva
[853] snake
[403] russian
[296] slavaukraïni
[196] ukrainian
[158] admiralmakarov
[155] ukrainerussiawar



Top Hashtags in Tweet in G1:
[98] ukraine
[55] russian
[20] russia
[17] makarov
[12] moskva
[10] snake
[8] blacksea
[4] maritime
[4] rfn
[4] ukrainecrisis

Top Hashtags in Tweet in G2:
[27] ukraine
[15] russia
[9] russian
[7] ukrainerussia
[6] admiralmakarov
[5] makarov
[5] ukrainerussiawar
[3] warinukraine
[2] war
[2] putin

Top Hashtags in Tweet in G3:
[276] ukraine
[185] russian
[166] russia
[131] makarov
[46] ukrainian
[38] admiralmakarov
[37] ukrainerussiawar
[33] moskva
[28] russiaukrainewar
[28] snake

Top Hashtags in Tweet in G4:
[831] ukraine
[791] russia
[38] makarov
[23] moskva
[23] snake
[12] ukrainerussiawar
[11] ukrainianwar
[11] ukraineinvasion
[10] admiralmakarov
[9] russiannavy

Top Hashtags in Tweet in G5:
[101] ukraine
[57] russia
[35] makarov
[29] moskva
[26] russian
[25] snake
[10] standwithukraine
[10] russiaukrainewar
[9] ukrainian
[9] armukrainenow

Top Hashtags in Tweet in G6:
[672] ukraine
[635] makarov
[621] moskva
[609] snake
[60] russia
[10] russian
[7] ukrainewar
[6] neptune
[5] ukrainerussiawar
[5] breaking

Top Hashtags in Tweet in G7:
[42] ukraine
[22] makarov
[19] admiralmakarov
[17] russia
[15] ukrainerussiawar
[13] smartnews
[11] russian
[9] ukrainewar
[9] putin
[8] blacksea

Top Hashtags in Tweet in G8:
[140] ukraine
[37] flottedelamernoire
[37] вмф
[34] neptun
[15] russia
[11] makarov
[8] admiralmakarov
[8] neptune
[5] moskva
[4] putin

Top Hashtags in Tweet in G9:
[17] ukraine
[11] russian
[8] russia
[7] makarov
[4] moskva
[4] snake
[2] russiaukrainewar
[1] ουκρανια
[1] admiralmakarov
[1] neptune

Top Hashtags in Tweet in G10:
[57] ukraine
[47] russia
[18] makarov
[11] moskva
[11] snake
[4] zmiiny
[3] ukrainerussiawar
[3] rusa
[3] sevastopol
[2] baltic

Top Words
Top Words in Tweet in Entire Graph:
[30325] the
[19062] admiral
[15740] makarov
[11741] and
[10831] russian
[10701] a
[10691] frigate
[10689] is
[9518] ship
[8824] of

Top Words in Tweet in G1:
[6205] the
[2304] admiral
[2111] is
[2039] ukrainian
[2037] ship
[1910] and
[1802] it
[1774] s
[1771] more
[1738] makarov

Top Words in Tweet in G2:
[2688] and
[2502] will
[2210] the
[1719] admiral
[1626] makarov
[1625] a
[1534] russian
[1531] frigate
[1481] that
[1431] by

Top Words in Tweet in G3:
[4283] the
[2381] admiral
[2085] makarov
[1478] of
[1460] frigate
[1390] russian
[1359] a
[1211] is
[1110] and
[1104] to

Top Words in Tweet in G4:
[3132] the
[2362] admiral
[2353] ship
[1483] makarov
[1401] is
[1385] frigate
[1382] russian
[1235] and
[1146] to
[1044] that

Top Words in Tweet in G5:
[3238] the
[1981] a
[1454] with
[1439] is
[1298] are
[1229] admiral
[1102] makarov
[955] and
[954] sea
[875] ship

Top Words in Tweet in G6:
[2009] of
[1503] the
[1267] lost
[1231] they
[1152] admiral
[966] and
[960] a
[931] is
[782] to
[703] sea

Top Words in Tweet in G7:
[501] admiral
[485] makarov
[400] the
[223] russian
[197] by
[165] frigate
[157] in
[148] hit
[141] ukrainian
[122] fire

Top Words in Tweet in G8:
[935] the
[504] makarov
[477] admiral
[332] a
[290] and
[264] russian
[259] is
[258] of
[242] frigate
[233] to

Top Words in Tweet in G9:
[495] of
[472] admiral
[445] makarov
[411] frigate
[401] by
[357] ship
[335] reports
[326] fire
[316] anti
[312] the

Top Words in Tweet in G10:
[440] admiral
[420] the
[363] russian
[362] makarov
[319] ukrainian
[317] frigate
[307] by
[268] hit
[262] fire
[258] missile

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15031] admiral,makarov
[7840] the,russian
[6810] frigate,admiral
[5142] that,the
[4773] black,sea
[4253] in,the
[3971] by,ukrainian
[3958] anti,ship
[3670] the,black
[3658] ukrainian,anti

Top Word Pairs in Tweet in G1:
[1729] admiral,makarov
[1522] the,russian
[1504] that,the
[1446] by,ukrainian
[1446] anti,ship
[1438] ukrainian,anti
[1430] off,the
[1430] the,coast
[1424] ship,missiles
[1421] missiles,off

Top Word Pairs in Tweet in G2:
[1623] admiral,makarov
[1432] frigate,admiral
[1427] the,russian
[1394] that,the
[1361] адмирал,макаров
[1359] makarov,адмирал
[1266] by,a
[1265] russian,navy
[1257] reports,that
[1257] navy,frigate

Top Word Pairs in Tweet in G3:
[2018] admiral,makarov
[924] frigate,admiral
[796] the,russian
[666] black,sea
[566] that,the
[548] russian,frigate
[548] in,the
[516] the,black
[505] the,admiral
[451] hit,by

Top Word Pairs in Tweet in G4:
[1478] admiral,makarov
[1312] the,russian
[868] russian,navy
[862] grigorovich,class
[857] class,frigate
[852] admiral,grigorovich
[832] ship,the
[794] to,be
[791] is,the
[788] ship,admiral

Top Word Pairs in Tweet in G5:
[1202] with,a
[1099] admiral,makarov
[821] black,sea
[816] the,russian
[787] the,black
[744] snake,island
[688] in,the
[661] a,neptune
[661] neptune,missile
[659] u,s

Top Word Pairs in Tweet in G6:
[1218] they,lost
[700] off,the
[700] the,coast
[691] black,sea
[672] coast,of
[632] admiral,#makarov
[617] of,their
[612] another,one
[612] an,explosion
[610] so,they

Top Word Pairs in Tweet in G7:
[451] admiral,makarov
[126] hit,by
[107] frigate,admiral
[99] by,ukrainian
[97] being,hit
[97] fire,after
[96] after,being
[93] russian,frigate
[82] the,russian
[70] ukrainian,missile

Top Word Pairs in Tweet in G8:
[430] admiral,makarov
[145] frigate,admiral
[142] the,admiral
[139] black,sea
[135] the,russian
[131] to,the
[106] in,the
[90] the,black
[89] that,the
[80] makarov,is

Top Word Pairs in Tweet in G9:
[442] admiral,makarov
[316] anti,ship
[233] frigate,admiral
[204] by,ukrainian
[182] ukrainian,anti
[181] hit,by
[178] ship,missiles
[176] being,hit
[164] grigorovich,class
[164] class,frigate

Top Word Pairs in Tweet in G10:
[360] admiral,makarov
[256] frigate,admiral
[255] by,ukrainian
[227] hit,by
[219] russian,frigate
[191] after,being
[191] being,hit
[190] fire,after
[185] ukrainian,missile
[182] makarov,fire

Top Replied-To
Top Replied-To in Entire Graph:
@liveuamap
@osint88
@alexkhrebet
@sentdefender
@iaponomarenko
@markhertling
@mhmck
@andersostlund
@covertshores
@canadianukrain1

Top Replied-To in G1:
@sentdefender
@stilldelvingh
@andrw100
@spook_info
@fbnorcal
@covertshores
@thedeaddistrict
@independent
@kochevenko
@georgmaringer

Top Replied-To in G2:
@osint88
@reva702
@nikamelkozerova
@firstdagger
@robertoliverk
@evo11remy
@okb1917
@covertshores
@bbcworld
@koffesigaretoff

Top Replied-To in G3:
@liveuamap
@andersostlund
@covertshores
@adinofcrimea
@trenttelenko
@vasilis11o
@daxe
@euan_macdonald
@osint88
@iaponomarenko

Top Replied-To in G4:
@alexkhrebet
@ukraine_world
@jroweaustin
@raf9ay
@ukikaski
@euromaidanpress
@buzzax66
@rusembitaly

Top Replied-To in G5:
@mhmck
@darthputinkgb
@power_jaguar
@liveuamap
@uasupport999
@briancheeek
@iaponomarenko
@splidsboel
@gl3bzhavoronkov

Top Replied-To in G6:
@iaponomarenko
@canadianukrain1
@mrsorokaa
@reinaldodmm
@chrispex505
@foxxo63929762
@simonhbutler
@bjoern_rapp
@ua_industrial
@lexingtonbobby

Top Replied-To in G8:
@mfa_russia
@embassyofrussia
@reuters
@rt_com
@russianembassy
@nytimes
@mid_vladivostok
@kyivindependent
@intlpaperco
@rusembassyminsk

Top Replied-To in G9:
@navylookout
@savonankka
@sentdefender
@bryanhou
@brentdsadler

Top Replied-To in G10:
@independent
@guywalters
@captainblackse1
@richmiltiadis
@athandim
@orko_8
@macaesbruno

Top Mentioned
Top Mentioned in Entire Graph:
@forbes
@caucasianrebel
@rusembusa
@krymrealii
@russiaun
@stationcdrkelly
@mission_russian
@mfa_russia
@goncharenkoua
@liveuamap

Top Mentioned in G1:
@sentdefender
@ptoveri
@kucciku
@thespybrief
@vophof
@spook_info
@joajuan2
@iaponomarenko

Top Mentioned in G2:
@osint88
@vpvalk
@aaronb2022
@_andrey_voronin
@as7404542949
@malcontentmentt

Top Mentioned in G3:
@forbes
@liveuamap
@covertshores
@ulvdis
@theshipyard2
@capt_navy
@the_lookout_n
@grangere04117
@cemalaksaz
@foronaval

Top Mentioned in G4:
@carloniehaus
@alexkhrebet
@livenewscloud
@drgjackbrown
@caucasianrebel
@rusembitaly
@forbes

Top Mentioned in G5:
@mhmck
@darthputinkgb
@andersostlund
@youtube
@ysytenkoff
@joncoopertweets
@uasupport999
@iaponomarenko

Top Mentioned in G6:
@canadianukrain1
@iaponomarenko
@mrsorokaa
@dazeweather
@malluvietcong
@blawson92
@chrispex505
@zaptrax
@osint88
@alexkhrebet

Top Mentioned in G7:

Top Mentioned in G8:
@caucasianrebel
@rusembusa
@russiaun
@mission_russian
@mfa_russia
@russianembassy
@rusmission_eu
@russianembassyc
@rvio_ru
@rusembukraine

Top Mentioned in G9:
@dwillis97
@navylookout

Top Mentioned in G10:
@independent
@orko_8

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@infoitinterno
@missb62
@recentlatestvia
@ecodaren
@recitesocial
@andyvermaut
@s9tmt
@kanekos69
@nitroboran

Top Tweeters in G1:
@kanto2go
@lucioquincioc
@debilu2
@kinasato_cap001
@s_total_s2
@awelab1956
@curiocat13
@tartancobweb
@iflck
@npsusa

Top Tweeters in G2:
@ecodaren
@citrus_kyoto
@yymods
@magicdmw
@thiz0820
@charl_folife
@bassaces1
@manchuriandevil
@keinishikawa3
@knightoff3

Top Tweeters in G3:
@s9tmt
@orgetorix
@dailymirror
@ungubunugu1274
@mog7546
@amyayers16
@straitarrow10
@vostokintheair
@miss_placed_
@adekleine

Top Tweeters in G4:
@7b73f39b85e1415
@rjber15
@baarahk
@hazelglasgow
@morgfair
@hugosocorro
@pochirafael
@deathtocrazy
@avonan
@johnapp63499667

Top Tweeters in G5:
@angelakorras
@ruisaldanha
@roripierpont1
@daretothink53
@morrgueart
@raywilton4
@moltoke_rumia1p
@downatthepound
@akifj
@shakhtarska

Top Tweeters in G6:
@wismiss3
@mrtachilles
@weskusgogga
@cucojose
@moemaker
@mik61scot
@meljmcd
@to_suesmall
@freedom1970a
@honu17755302

Top Tweeters in G7:
@zazoomblog
@infoitinterno
@recentlatestvia
@andyvermaut
@politicalhedge
@volgog55
@gr8musicvenues
@presshub_gr
@poligrafnews
@tfpdaily

Top Tweeters in G8:
@kon02511045
@reuters
@alettaha
@datsyuklover
@porkpiepres
@tass_agency
@skynews
@news_type_c
@nytimes
@rt_com

Top Tweeters in G9:
@reichi062
@yontetsu735
@margymayell
@shinjihi
@marishiokayama
@xformed
@alfisutton
@junyamitsurugi
@petuniasforever
@jun7269

Top Tweeters in G10:
@missb62
@independent
@velocity2121
@chuddles11
@turkiye_1903
@joanisparkles
@4suvariii
@stefan_laurell
@karolcummins
@safarisara