Severodonetsk, Twitter, 6/6/2022 12:16:20 PM, 277757


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Severodonetsk Twitter NodeXL SNA Map and Report for Monday, 06 June 2022 at 10:56 UTC
Severodonetsk Twitter NodeXL SNA Map and Report for Monday, 06 June 2022 at 10:56 UTC
From:
mihkal
Uploaded on:
June 06, 2022
Short Description:
Severodonetsk via NodeXL https://bit.ly/3asZ19s
@olliecarroll
@unrulycat2511
@warmonitor3
@canadianukrain1
@christopherjm
@thestudyofwar
@mhmck
@ukraine_map
@criticalthreats
@davld53

Top hashtags:
#severodonetsk
#ukraine
#russian
#ukrainewar
#ukrainian
#donbass

Description:
Description
The graph represents a network of 13,318 Twitter users whose recent tweets contained "Severodonetsk", 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 Monday, 06 June 2022 at 11:29 UTC.

The tweets in the network were tweeted over the 13-hour, 40-minute period from Sunday, 05 June 2022 at 21:15 UTC to Monday, 06 June 2022 at 10:56 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 : 13318
Unique Edges : 16042
Edges With Duplicates : 4380
Total Edges : 20422
Number of Edge Types : 5
Retweet : 15883
MentionsInRetweet : 1109
Tweet : 2000
Replies to : 734
Mentions : 696
Self-Loops : 2053
Reciprocated Vertex Pair Ratio : 0.00206348243005401
Reciprocated Edge Ratio : 0.00411846647689419
Connected Components : 845
Single-Vertex Connected Components : 567
Maximum Vertices in a Connected Component : 11881
Maximum Edges in a Connected Component : 18787
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.584002
Graph Density : 9.30953452970127E-05
Modularity : 0.671218
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 13,318 Twitter users whose recent tweets contained "Severodonetsk", 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 Monday, 06 June 2022 at 11:29 UTC.

The tweets in the network were tweeted over the 13-hour, 40-minute period from Sunday, 05 June 2022 at 21:15 UTC to Monday, 06 June 2022 at 10:56 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 : Severodonetsk
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:
[674] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[116] https://twitter.com/TheStudyofWar/status/1533557557020790784
[76] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fzelenskiy.official%2Fposts%2Fpfbid02MKZ3EZ2dDnwkPBistMn5Gi98AXjNLT6aSfzgsyERCvcFUZJkmbK4UY8UBCSJAdWSl
[72] https://twitter.com/GirkinGirkin/status/1533704104555552769
[71] https://twitter.com/mariamposts/status/1533511833981751297
[69] https://twitter.com/olliecarroll/status/1533619320093388800
[64] https://twitter.com/Guderian_Xaba/status/1531494482608275456
[58] https://www.msn.com/en-au/europe/europe-top-stories/ukraine-president-visits-frontlines-as-fighting-rages/ar-AAY7fRL
[57] https://trib.al/8pTo0EH
[52] https://twitter.com/mdmitri91/status/1533418699637637120

Top URLs in Tweet in G1:
[6] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[4] https://twitter.com/Osinttechnical/status/1533634290453463040
[3] https://twitter.com/olliecarroll/status/1533619320093388800?s=20&t=5sOVLyBUCSTmY1j6fF8sKQ
[3] https://twitter.com/olliecarroll/status/1533619320093388800
[2] https://wartranslated.com/russian-offensive-in-donbas-is-slowing-down-without-reserves-igor-girkin-1-june-2022-update/
[2] https://twitter.com/Wilfidde1/status/1533744449993723904
[2] https://twitter.com/olliecarroll/status/1533643576726405121
[2] https://news.yahoo.com/ukraine-says-russia-using-power-153004353.html?fr=sycsrp_catchall
[2] https://www.economist.com/europe/2022/05/31/russia-threatens-to-capture-severodonetsk
[1] https://twitter.com/TheStudyofWar/status/1533557557020790784

Top URLs in Tweet in G2:
[2] https://twitter.com/christopherjm/status/1533629453045309440
[1] https://www.bbc.co.uk/news/live/world-europe-61701807?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=629daf46fc2fb576dc00d2ee%26Things%20have%20worsened%20in%20Severodonetsk%20-%20governor%262022-06-06T08%3A50%3A12.625Z&ns_fee=0&pinned_post_locator=urn:asset:4a59fae6-f9a3-4c72-bb4b-60f8ac6cc9d6&pinned_post_asset_id=629daf46fc2fb576dc00d2ee&pinned_post_type=share

Top URLs in Tweet in G3:
[17] https://www.youtube.com/watch?v=qmpWn7aOoVg&feature=youtu.be

[12] https://www.youtube.com/watch?v=UhlE4Z1szSc&feature=youtu.be

[10] https://twitter.com/Anabel_Villeroy/status/1529951935360557060
[8] https://www.youtube.com/watch?v=CCX0xRyX_QI&feature=youtu.be

[8] https://twitter.com/Tom_Fowdy/status/1533720998767316992
[5] https://twitter.com/GirkinGirkin/status/1533704104555552769
[5] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[5] https://twitter.com/tobiayodele/status/1533700943266693120
[5] https://twitter.com/TobiAyodele/status/1533700943266693120
[3] https://twitter.com/ILRUSSO1/status/1533711195944931328

Top URLs in Tweet in G4:
[12] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[3] https://twitter.com/mdmitri91/status/1533418699637637120
[3] https://twitter.com/olliecarroll/status/1533619320093388800
[2] https://twitter.com/mariamposts/status/1533511833981751297
[2] https://www.gmanetwork.com/news/topstories/world/833967/explosions-rock-kyiv-as-battle-for-severodonetsk-rages/story/
[1] https://twitter.com/WarMonitor3/status/1533522639398092802
[1] https://twitter.com/TheStudyofWar/status/1533557557020790784
[1] https://twitter.com/TheDeadDistrict/status/1532419363806097409
[1] https://twitter.com/TheStudyofWar/status/1533578429584527361
[1] https://www.youtube.com/watch?v=gic05N7qy6M


Top URLs in Tweet in G5:
[21] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[14] https://twitter.com/CanadianUkrain1/status/1533577162338488320
[13] https://twitter.com/olliecarroll/status/1533619320093388800
[9] https://ukrainetoday.org/2022/06/05/highest-ranking-russian-general-so-far-lieutenant-general-roman-berdnikov-commander-of-the-29th-army-of-rf-has-been-killed-in-ukraine-this-morning-near-severodonetsk/amp/
[6] https://russia.postsen.com/news/25617/They-killed-everyone-in-the-trap-Severodonetsk-has-become-a-huge-mass-grave-for-the-Russian-army-and-Kadyrovites-%E2%80%93-Yakovina.html
[5] https://twitter.com/TheStudyofWar/status/1533557557020790784
[5] https://t.me/V_Zelenskiy_official/1939
[4] https://news.sky.com/story/ukraine-war-explosions-rock-kyiv-overnight-as-ukrainian-forces-counter-attack-in-severodonetsk-12627981
[3] https://t.me/capitalefr/3649
[3] https://www.cbc.ca/news/world/ukraine-severodonetsk-russia-invasion-day-102-1.6478164

Top URLs in Tweet in G6:
[13] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[9] https://twitter.com/TheStudyofWar/status/1533590808070197248
[4] https://twitter.com/NikNPf/status/1533275222740189184
[3] https://twitter.com/WarMonitor3/status/1533522639398092802
[3] https://twitter.com/christopherjm/status/1533629453045309440
[3] https://twitter.com/mariamposts/status/1533511833981751297
[3] https://twitter.com/i/spaces/1OyKADerVlbxb
[2] https://twitter.com/coolservativ/status/1532435184942993417?s=20&t=XYCETIFiNydsTsqlbdyU6A
[2] https://twitter.com/Guderian_Xaba/status/1531494482608275456
[2] https://twitter.com/JulianRoepcke/status/1533744190391304192?s=20&t=CfDEZZm_pgd3ME1YdNs-SQ

Top URLs in Tweet in G7:
[511] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[93] https://twitter.com/TheStudyofWar/status/1533557557020790784
[37] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-4
[34] https://twitter.com/mdmitri91/status/1533418699637637120
[13] https://www.criticalthreats.org/analysis/russian-offensive-campaign-assessment-june-5
[12] https://twitter.com/uasupport999/status/1533548797921574914
[8] https://twitter.com/DefMon3/status/1533115296608919554
[7] https://twitter.com/TheStudyofWar/status/1533578429584527361
[7] https://news.yahoo.com/kremlin-orders-army-commander-dvornikov-165600423.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[6] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-may-30

Top URLs in Tweet in G8:
[58] https://twitter.com/mariamposts/status/1533511833981751297
[49] https://twitter.com/Guderian_Xaba/status/1531494482608275456
[42] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[26] https://twitter.com/ukraine_map/status/1533654078881931271
[16] https://twitter.com/HeliosRunner/status/1533750480916062210
[11] https://twitter.com/TheStudyofWar/status/1533557557020790784
[9] https://twitter.com/JulianRoepcke/status/1533744190391304192
[8] https://firms.modaps.eosdis.nasa.gov/map/#t:adv;m:advanced,tsd;d:2022-06-05..2022-06-06;@38.5,48.9,14z
[6] https://www.yahoo.com/news/kremlin-orders-army-commander-dvornikov-165600423.html
[5] https://twitter.com/walter_report/status/1533702039594844160

Top URLs in Tweet in G9:
[66] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fzelenskiy.official%2Fposts%2Fpfbid02MKZ3EZ2dDnwkPBistMn5Gi98AXjNLT6aSfzgsyERCvcFUZJkmbK4UY8UBCSJAdWSl
[22] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[21] https://twitter.com/NikNPf/status/1533275222740189184
[9] https://www.bbc.co.uk/news/live/world-europe-61701807?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=629daf46fc2fb576dc00d2ee%26Things%20have%20worsened%20in%20Severodonetsk%20-%20governor%262022-06-06T08%3A50%3A12.625Z&ns_fee=0&pinned_post_locator=urn:asset:4a59fae6-f9a3-4c72-bb4b-60f8ac6cc9d6&pinned_post_asset_id=629daf46fc2fb576dc00d2ee&pinned_post_type=share
[9] https://english.alarabiya.net/News/world/2022/06/05/Ukraine-says-it-controls-half-of-Severodonetsk-
[8] https://www.youtube.com/watch?v=cb93zYVWogA

[7] https://en.hromadske.ua/posts/ukrainian-fighters-conducting-successful-counterattacks-including-in-severodonetsk-isw
[6] https://www.currenttime.tv/a/inostrannyy-legion-pribyl-v-severodonetsk-na-pomosch-vsu-kadry-s-peredovoy-/31882342.html
[4] https://suspilne.media/246901-vibiti-rosian-iz-severodonecka-mozlivo-ale-ce-ne-mae-velikogo-strategicnogo-znacenna-blicintervu-z-gajdaem/
[4] https://www.understandingwar.org/

Top URLs in Tweet in G10:
[10] https://twitter.com/olliecarroll/status/1533619320093388800
[7] https://www.cbc.ca/news/world/ukraine-severodonetsk-russia-invasion-day-102-1.6478164
[7] https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-june-5
[6] https://www.wsj.com/articles/ukraine-counterattack-takes-back-parts-of-strategic-donbas-city-11654422098
[5] https://www.standard.co.uk/news/world/vladimir-putin-ukraine-russia-war-latest-news-severodonetsk-kyiv-institute-study-war-b1004245.html
[3] https://www.aljazeera.com/news/2022/6/4/russia-ukraine-live-news-severodonetsk-counteroffensive-underway-liveblog
[3] https://www.thedrive.com/the-war-zone/ukraine-situation-report-reinforcements-stymie-russias-advance-in-severodonetsk
[3] https://www.dailykos.com/stories/2022/6/4/2102245/-Ukraine-update-Air-strikes-intense-fighting-and-Ukraine-is-still-kicking-butt-in-Severodonetsk
[3] https://twitter.com/thestudyofwar/status/1533590808070197248
[3] https://www.cbc.ca/news/world/ukraine-severodonetsk-russia-invasion-day-102-1.6478164?__vfz=medium%3Dsharebar

Top Domains
Top Domains in Tweet in Entire Graph:
[1114] twitter.com
[743] understandingwar.org
[115] facebook.com
[99] youtube.com
[80] trib.al
[78] france24.com
[74] msn.com
[69] t.me
[68] yahoo.com
[49] wsj.com

Top Domains in Tweet in G1:
[23] twitter.com
[6] understandingwar.org
[5] tweetedtimes.com
[2] wartranslated.com
[2] yahoo.com
[2] economist.com
[1] trib.al

Top Domains in Tweet in G2:
[2] twitter.com
[1] co.uk

Top Domains in Tweet in G3:
[69] twitter.com
[50] youtube.com
[37] amplifyukraine.eu
[14] t.me
[5] understandingwar.org
[4] msn.com
[2] vk.com
[2] bitchute.com
[1] ilpost.it
[1] com.ua

Top Domains in Tweet in G4:
[13] twitter.com
[12] understandingwar.org
[3] t.me
[2] gmanetwork.com
[1] youtube.com
[1] liga.net
[1] nv.ua
[1] glasnarod.ru
[1] facebook.com

Top Domains in Tweet in G5:
[45] twitter.com
[21] understandingwar.org
[9] sky.com
[9] ukrainetoday.org
[8] t.me
[6] postsen.com
[5] cbc.ca
[3] youtube.com
[2] yahoo.com
[2] france24.com

Top Domains in Tweet in G6:
[51] twitter.com
[15] understandingwar.org
[2] wsj.com
[2] trib.al
[2] ukrainetoday.org
[1] t.me
[1] co.uk
[1] facebook.com

Top Domains in Tweet in G7:
[558] understandingwar.org
[207] twitter.com
[14] t.me
[13] criticalthreats.org
[11] facebook.com
[11] yahoo.com
[7] nv.ua
[7] rfi.fr
[7] bbc.com
[5] ilpost.it

Top Domains in Tweet in G8:
[237] twitter.com
[44] understandingwar.org
[8] nasa.gov
[8] yahoo.com
[5] facebook.com
[4] t.me
[2] wsj.com
[2] youtube.com
[2] co.uk
[2] nexth.city

Top Domains in Tweet in G9:
[70] facebook.com
[48] twitter.com
[29] understandingwar.org
[13] youtube.com
[10] co.uk
[9] hromadske.ua
[9] alarabiya.net
[6] currenttime.tv
[4] suspilne.media
[4] sky.com

Top Domains in Tweet in G10:
[80] twitter.com
[13] understandingwar.org
[11] msn.com
[10] cbc.ca
[10] youtube.com
[9] cnn.com
[7] ndtv.com
[7] adnkronos.com
[7] co.uk
[6] t.me

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3548] severodonetsk
[2841] ukraine
[910] russian
[635] ukrainewar
[516] ukrainian
[394] donbass
[382] donbas
[309] zsu
[274] russia
[244] kiev



Top Hashtags in Tweet in G1:
[23] ukraine
[18] russia
[12] poland
[12] breakingnews
[12] breaking
[12] war
[12] ukrainewar
[12] polska
[12] ukraina
[10] severodonetsk

Top Hashtags in Tweet in G2:
[5] ยูเครน
[4] สงครามรัสเซียยูเครน
[4] ดอนบาส
[4] ukraine
[3] รัสเซีย
[3] russia
[3] nato
[2] เบซูกาล่า

Top Hashtags in Tweet in G3:
[440] severodonetsk
[316] ukraine
[261] donbass
[191] russian
[155] kiev
[117] kherson
[96] ukrainewar
[78] mariupol
[74] ukrainerussiawar
[65] ukrainerussianwar

Top Hashtags in Tweet in G4:
[66] ukraine
[61] severodonetsk
[22] russiainvadedukraine
[21] russia
[13] ukrainewar
[12] donbas
[9] russian
[5] zsu
[4] rubizhne
[3] russianaggression

Top Hashtags in Tweet in G5:
[793] severodonetsk
[754] ukraine
[184] zsu
[137] rubizhne
[22] ukrainewar
[19] luhansk
[15] lysychansk
[13] russian
[13] ウクライナに栄光あれ
[11] ukraineunderattaсk

Top Hashtags in Tweet in G6:
[148] severodonetsk
[134] ukraine
[30] zsu
[21] rubizhne
[20] donbas
[19] ukrainewar
[13] russiaukrainewar
[11] russian
[8] lysychansk
[7] ukrainian

Top Hashtags in Tweet in G7:
[694] severodonetsk
[519] russian
[326] ukrainian
[316] ukraine
[32] ukrainewar
[31] luhansk
[30] russia
[19] zsu
[15] donbas
[13] slovyansk

Top Hashtags in Tweet in G8:
[390] ukraine
[265] severodonetsk
[240] ukrainewar
[236] donbas
[65] russianaggression
[60] russiaukrainewar
[32] russian
[25] wales
[25] uk
[17] russiainvadedukraine

Top Hashtags in Tweet in G9:
[266] ukraine
[170] severodonetsk
[40] ukrainian
[28] donbas
[25] ukrainewar
[25] zsu
[24] russia
[23] rubizhne
[13] russian
[12] standwithukraine

Top Hashtags in Tweet in G10:
[124] severodonetsk
[85] ukraine
[29] russian
[28] russia
[26] ukrainewar
[25] ukrainian
[20] ukrainerussiawar
[19] ukraine️
[19] donbass
[16] war

Top Words
Top Words in Tweet in Entire Graph:
[22508] the
[16098] severodonetsk
[13743] of
[9573] in
[7046] and
[6387] to
[5742] de
[5468] ukrainian
[4826] a
[4056] forces

Top Words in Tweet in G1:
[2166] the
[2147] severodonetsk
[1986] into
[1984] salient
[1982] right
[1982] zelensky
[1980] actually
[1979] went
[1978] remarkable
[374] in

Top Words in Tweet in G2:
[1902] severodonetsk
[1886] อง
[1851] ท
[1848] ย
[1847] ว
[1844] นได
[1840] ค
[1836] เครนสามารถย
[1836] ดเม
[1836] งหมดแล

Top Words in Tweet in G3:
[4284] the
[2209] of
[1530] in
[1445] severodonetsk
[987] to
[756] and
[702] a
[639] ukrainian
[444] #severodonetsk
[436] forces

Top Words in Tweet in G4:
[2584] the
[1708] of
[966] severodonetsk
[885] in
[858] and
[837] ukrainian
[831] zelensky
[816] to
[794] control
[788] has

Top Words in Tweet in G5:
[1220] the
[925] of
[803] to
[793] #severodonetsk
[755] #ukraine
[748] is
[698] glory
[524] frontline
[511] nearly
[509] news

Top Words in Tweet in G6:
[1387] the
[1339] severodonetsk
[947] of
[905] in
[659] is
[644] and
[529] percent
[494] ukrainian
[464] a
[444] forces

Top Words in Tweet in G7:
[2065] the
[1618] of
[1322] and
[1067] in
[1053] forces
[924] severodonetsk
[828] ukrainian
[727] to
[691] #severodonetsk
[646] june

Top Words in Tweet in G8:
[2126] the
[1721] of
[1227] severodonetsk
[1061] and
[860] has
[764] in
[640] ukraine
[565] to
[511] ukrainian
[468] retaken

Top Words in Tweet in G9:
[2571] the
[1290] of
[1137] in
[1080] severodonetsk
[949] and
[487] to
[413] ukrainian
[368] forces
[368] a
[364] city

Top Words in Tweet in G10:
[510] severodonetsk
[404] the
[343] of
[288] de
[252] in
[210] ukraine
[182] la
[161] a
[140] to
[122] #severodonetsk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4507] of,the
[3065] the,severodonetsk
[2843] of,severodonetsk
[2623] into,the
[2577] severodonetsk,salient
[2503] went,right
[2503] right,into
[2502] actually,went
[2502] salient,remarkable
[2496] zelensky,actually

Top Word Pairs in Tweet in G1:
[1989] the,severodonetsk
[1984] severodonetsk,salient
[1978] actually,went
[1978] went,right
[1978] right,into
[1978] into,the
[1978] salient,remarkable
[1973] zelensky,actually
[102] in,severodonetsk
[81] not,in

Top Word Pairs in Tweet in G2:
[1886] อง,severodonetsk
[1836] ย,เครนสามารถย
[1836] เครนสามารถย,ดเม
[1836] ดเม,อง
[1836] severodonetsk,ค
[1836] ค,นได
[1836] นได,ท
[1836] ท,งหมดแล
[1836] งหมดแล,ว
[39] ปธน,zelensky

Top Word Pairs in Tweet in G3:
[1129] of,the
[570] in,severodonetsk
[329] in,the
[268] armed,forces
[252] the,industrial
[229] industrial,zone
[225] the,ukrainian
[184] the,city
[183] of,severodonetsk
[172] control,of

Top Word Pairs in Tweet in G4:
[782] of,severodonetsk
[756] the,last
[752] frontline,ukrainian
[752] heavy,fighting
[752] around,the
[750] of,luhansk
[749] area,of
[747] visited,frontline
[745] zelensky,visited
[744] luhansk,region

Top Word Pairs in Tweet in G5:
[698] glory,to
[695] to,#ukraine
[552] #severodonetsk,is
[511] of,#severodonetsk
[506] the,liberation
[506] liberation,of
[505] frontline,news
[505] news,the
[505] is,nearly
[505] nearly,complete

Top Word Pairs in Tweet in G6:
[411] 80,percent
[403] of,the
[360] ukrainian,forces
[295] percent,of
[293] the,city
[276] severodonetsk,is
[275] the,severodonetsk
[244] in,the
[241] in,severodonetsk
[233] is,reportedly

Top Word Pairs in Tweet in G7:
[627] of,the
[610] june,5
[561] ukrainian,forces
[509] areas,of
[505] large,areas
[414] the,city
[361] successful,counterattacks
[359] forces,continued
[349] continued,to
[345] to,conduct

Top Word Pairs in Tweet in G8:
[755] of,the
[459] ukraine,has
[456] has,retaken
[350] the,city
[315] of,severodonetsk
[280] 80,of
[238] the,last
[237] severodonetsk,june
[236] 30,am
[236] confirmed,via

Top Word Pairs in Tweet in G9:
[493] in,the
[451] of,the
[326] the,city
[314] the,rashists
[247] in,severodonetsk
[217] half,of
[206] luhansk,regional
[203] head,of
[203] of,luhansk
[199] our,defenders

Top Word Pairs in Tweet in G10:
[105] of,severodonetsk
[93] of,the
[74] in,severodonetsk
[63] de,severodonetsk
[46] in,the
[46] de,la
[44] half,of
[40] à,severodonetsk
[34] ukraine,says
[31] ukrainian,forces

Top Replied-To
Top Replied-To in Entire Graph:
@kyivindependent
@richardengel
@olliecarroll
@warmonitor3
@markito0171
@iaponomarenko
@thestudyofwar
@canadianukrain1
@geromanat
@ukraine_map

Top Replied-To in G1:
@olliecarroll
@khalanets
@pmakela1
@nicolaspasanau
@throw_away90345
@intelcrab
@jenny69150108
@mariana_betsa
@desmoulinsmarat

Top Replied-To in G3:
@geromanat
@pro_putin_glory
@dunkeasy
@rybar
@kyivindependent
@tritro29
@ukraine_map
@diggya
@armchairw
@levi_godman

Top Replied-To in G4:
@markhertling
@mtracey
@jzillw
@christopherjm
@1foreverseeking

Top Replied-To in G5:
@canadianukrain1
@olliecarroll
@tinso_ww
@peelthefern
@militarylandnet
@thestudyofwar
@phd_frog
@fubsatbirth
@jessaminegreer
@yavirland

Top Replied-To in G6:
@warmonitor3
@canadianukrain1
@ukraine_map
@devtuoni
@la7tv
@airbandnwuk
@osinttechnical
@thestudyofwar
@chaxx9966
@by_ukraine

Top Replied-To in G7:
@thestudyofwar
@ilpost
@osinttechnical
@war_mapper
@jennycafarella
@canadianukrain1
@coop_stain_
@ahmedsh75151405
@guy_rosin
@nexta_tv

Top Replied-To in G8:
@thedeaddistrict
@defmon3
@ukraine_map
@danspiun
@stonksmaster52
@guderian_xaba
@richardengel
@heliosrunner
@_ruskimir
@ilkingambar

Top Replied-To in G9:
@kyivindependent
@chuckpfarrer
@carlosmaslaton
@nelson_rios_
@warmonitor3
@drizzydregas
@boomer_sa
@enislav
@lilygrutcher
@jeanaimarre42

Top Mentioned
Top Mentioned in Entire Graph:
@thestudyofwar
@criticalthreats
@zelenskyyua
@youtube
@ilrusso1
@geromanat
@armchairw
@suriyakmaps
@neilphauer
@tgnlnv

Top Mentioned in G1:
@olliecarroll
@codebreaker5
@thestudyofwar
@criticalthreats
@mdmitri91
@samramani2
@intelcrab
@ukraine
@zelenskyyua
@noclador

Top Mentioned in G3:
@youtube
@ilrusso1
@armchairw
@geromanat
@tgnlnv
@suriyakmaps
@themote1
@snekotron
@tritro29
@defensepolitics

Top Mentioned in G4:
@thestudyofwar
@criticalthreats
@christopherjm
@speedyk84265704
@albarne52471054
@markhertling
@apukraine

Top Mentioned in G5:
@zelenskyyua
@ukraine
@googlenews
@thestudyofwar
@canadianukrain1
@criticalthreats
@argentinacred
@olliecarroll
@yavirland
@lov_dem66

Top Mentioned in G6:
@warmonitor3
@mriya_aid
@thestudyofwar
@brandall9481
@criticalthreats
@benjamin_5500
@isw
@natashainteres

Top Mentioned in G7:
@thestudyofwar
@criticalthreats
@bbcnews
@yahoo
@osinttechnical
@delfoo
@milhivisualized
@rfi_en
@defencehq

Top Mentioned in G8:
@heliosrunner
@thestudyofwar
@criticalthreats
@ukraine_map
@ndboulton
@tylernol
@sciaswolf
@air0ee
@deitaone
@2russophobic4u

Top Mentioned in G9:
@isw
@thestudyofwar
@kyivindependent
@criticalthreats
@warmonitor3
@nelson_rios_
@justme14867589
@chuckpfarrer
@zelenskyyua
@sumeshs69528798

Top Mentioned in G10:
@phoeniciaelias
@tribunkaltim

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@zazoomblog
@infoitinterno
@missb62
@recentlatestvia
@kompascom
@berkleybearnews
@paoloigna1
@zyitegadgets
@portaldiarioar

Top Tweeters in G1:
@manmet80
@madfall1213
@3wombats
@astwisa
@princessbravato
@zeeshan_shah_dc
@bonsoirmichel
@_silversmith
@keinishikawa3
@rebellegrrl

Top Tweeters in G2:
@drmydearr
@cojjee_keep5
@fernb2uty
@toogoodatbye
@ffebruaryeight
@semarktuan
@toyubomm
@deepdown2019
@whyyynik
@fornte

Top Tweeters in G3:
@madanabhat
@reuters
@estigiaed
@yocibou
@tates5a
@ryunosinfx
@katalin_pota
@spothitos
@menudotiarro
@mmoli588

Top Tweeters in G4:
@missb62
@cloudwanderer3
@nzrix_
@amyayers16
@kazooooya
@curiocat13
@gmanews
@radlein
@roripierpont1
@margymayell

Top Tweeters in G5:
@awelab1956
@manchuriandevil
@gwydion620
@knightoff3
@girlzinger
@alettaha
@rrnunez
@proudcanadavet
@skynews
@hughjaeger

Top Tweeters in G6:
@katcapps
@fussoo_moe
@by_ukraine
@mstepczyk
@_l17r_
@anselmonadir
@rachel_maria65
@carollarue
@natashainteres
@mcnejames

Top Tweeters in G7:
@hirogallery
@_redfrog
@lucioquincioc
@derekjohnbryant
@yymods
@chilhon2016lap
@new_narrative
@lorettabower3
@marting8177
@nobuhusababa

Top Tweeters in G8:
@syatekiya072
@ungubunugu1274
@avonan
@bivi_17
@catherinemginn
@meomy1236
@funnagan
@tanis42
@jfifudhdvhdjzuh
@1jasliz

Top Tweeters in G9:
@ansisegle
@ludmila1348
@jrbkjrbk
@alleycat_556
@pourqoispas
@auntsophie1
@nanteos620
@newstop_us
@raywilton4
@wernerkeil

Top Tweeters in G10:
@zazoomblog
@infoitinterno
@berkleybearnews
@zyitegadgets
@portaldiarioar
@andyvermaut
@titrespresse
@bankingnewsgr
@infoitestero
@elespectador