drone Ukraine, Twitter, 5/1/2022 12:55:15 PM, 275689


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drone Ukraine Twitter NodeXL SNA Map and Report for sunnuntai, 01 toukokuuta 2022 at 08.39 UTC
drone Ukraine Twitter NodeXL SNA Map and Report for sunnuntai, 01 toukokuuta 2022 at 08.39 UTC
From:
mihkal
Uploaded on:
May 01, 2022
Short Description:
drone Ukraine via NodeXL https://bit.ly/3KyqqmH
@kyivindependent
@uaweapons
@blue_sauron
@markito0171
@worldonalert
@oryxspioenkop
@ragipsoylu
@edamdefense
@arslon_xudosi
@osinttechnical

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

Description:
Description
The graph represents a network of 14 144 Twitter users whose recent tweets contained "drone Ukraine", 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, 01 May 2022 at 09:32 UTC.

The tweets in the network were tweeted over the 4-day, 23-hour, 5-minute period from Tuesday, 26 April 2022 at 09:33 UTC to Sunday, 01 May 2022 at 08:38 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 : 14144
Unique Edges : 17321
Edges With Duplicates : 3601
Total Edges : 20922
Number of Edge Types : 5
Retweet : 14923
Tweet : 2436
Mentions : 1221
Replies to : 663
MentionsInRetweet : 1679
Self-Loops : 2503
Reciprocated Vertex Pair Ratio : 0,00289992306326567
Reciprocated Edge Ratio : 0,00578307565207129
Connected Components : 1484
Single-Vertex Connected Components : 1076
Maximum Vertices in a Connected Component : 11592
Maximum Edges in a Connected Component : 17877
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4,238857
Graph Density : 8,4713653653391E-05
Modularity : 0,688995
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 14 144 Twitter users whose recent tweets contained "drone Ukraine", 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, 01 May 2022 at 09:32 UTC.

The tweets in the network were tweeted over the 4-day, 23-hour, 5-minute period from Tuesday, 26 April 2022 at 09:33 UTC to Sunday, 01 May 2022 at 08:38 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 : drone Ukraine
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:
[362] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/
[347] https://www.middleeasteye.net/news/russia-ukraine-tb2-bayraktar-drones-said-bombed-oil-depots
[309] https://edition.cnn.com/europe/live-news/russia-ukraine-war-news-04-27-22/h_a737a86115cc6fcd1c74f63e35b8f0b5
[126] https://www.forbes.com/sites/davidaxe/2022/04/28/the-russians-got-caught-faking-a-tb-2-drone-shoot-down/?sh=76c012c05820
[97] https://trib.al/70KYVeb
[87] https://www.forbes.com/sites/davidaxe/2022/04/28/the-russians-got-caught-faking-a-tb-2-drone-shoot-down/?utm_source=ForbesMainTwitter&utm_medium=social&utm_campaign=socialflowForbesMainTwitter
[83] https://trib.al/fmH8app
[81] https://gigazine.net/news/20220425-ukraine-warn-dji-drone/
[78] https://trib.al/Znu9ny0
[76] https://trib.al/V8g5nxZ

Top URLs in Tweet in G1:
[34] https://www.theverge.com/22985101/dji-aeroscope-ukraine-russia-drone-tracking
[5] https://www.newsweek.com/russia-explosions-kursk-soliders-killed-ukraine-drone-1701297
[4] https://www.rawstory.com/the-phoenix-ghost-a-secretive-drone-developed-in-california-is-headed-to-ukraine/
[3] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/
[3] https://edition.cnn.com/webview/europe/live-news/russia-ukraine-war-news-04-26-22/h_00a98b717cd6e75e68560de76d2703dc
[3] https://www.newsweek.com/russia-explosions-kursk-soliders-killed-ukraine-drone-1701297?utm_source=push_notification&utm_source=pushnami&utm_medium=Push_Notifications&utm_campaign=fullauto&utm=1651052905290
[2] https://foreignpolicy.com/2022/04/27/drones-russia-ukraine-war-donbas/
[2] https://gizmodo.com/drone-maker-dji-becomes-first-chinese-company-to-stop-s-1848846823?utm_medium=sharefromsite&utm_source=_twitter
[2] https://edition.cnn.com/europe/live-news/russia-ukraine-war-news-04-27-22/h_a737a86115cc6fcd1c74f63e35b8f0b5
[1] https://www.dji.com/newsroom/news/dji-statement-on-sales-compliance-efforts

Top URLs in Tweet in G2:
[31] https://www.dji.com/newsroom/news/dji-statement-on-sales-compliance-efforts
[8] https://mil.in.ua/en/news/the-59th-drone-and-artillery-brigade-destroyed-russian-equipment/
[7] https://www.middleeasteye.net/news/russia-ukraine-tb2-bayraktar-drones-said-bombed-oil-depots
[6] https://www.wsj.com/articles/ukraine-sounds-alarm-on-chinese-drones-opening-skies-to-u-s-startups-11650619800?mod=tech_lead_pos1
[4] https://twitter.com/antiputler_news/status/1520470277313994752
[4] https://twitter.com/SyriaNotes/status/1517758714991808512
[3] https://www.vice.com/en/article/wxd3d4/the-us-is-sending-ukraine-a-new-type-of-suicide-drone?utm_source=motherboard_twitter
[3] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/
[2] https://www.gazettextra.com/news/nation_world/the-phoenix-ghost-a-secretive-suicide-drone-developed-in-california-is-headed-to-ukraine/article_736436c6-ba47-5ced-a14d-8432363e5f8f.html
[2] https://topfeatured.com/

Top URLs in Tweet in G3:
[65] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/
[24] https://www.aljazeera.com/economy/2022/4/27/chinese-drone-giant-dji-suspends-business-in-russia-ukraine
[24] https://edition.cnn.com/2022/04/27/tech/dji-drone-sales-suspended-russia-ukraine-intl-hnk/index.html
[21] https://korii.slate.fr/tech/drone-russe-orlan-10-adhesif-bouteille-plastique-appareil-canon-risee-ukraine-composants-etrangers-sanctions
[20] https://gigazine.net/news/20220425-ukraine-warn-dji-drone/
[19] https://edition.cnn.com/europe/live-news/russia-ukraine-war-news-04-26-22/h_00a98b717cd6e75e68560de76d2703dc
[18] https://www.newsweek.com/russia-explosions-kursk-soliders-killed-ukraine-drone-1701297
[17] https://www.bbc.co.uk/news/technology-61179022?at_medium=RSS&at_campaign=KARANGA
[14] https://www.bbc.co.uk/news/technology-61179022?at_medium=RSS&at_campaign=KARANGA&utm_source=dlvr.it&utm_medium=twitter
[13] https://www.theverge.com/23045059/dji-halt-drone-shipments-russia-ukraine-war

Top URLs in Tweet in G4:
[8] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/
[5] https://edition.cnn.com/europe/live-news/russia-ukraine-war-news-04-27-22/h_a737a86115cc6fcd1c74f63e35b8f0b5
[4] https://twitter.com/raging545/status/1519236185666772993
[4] http://navyrecognition.com/index.php/focus-analysis/11662-analysis-russian-navy-s-frigate-downs-bayraktar-drone-with-shtil-missile.html
[4] https://www.jpost.com/international/article-704907
[4] https://trib.al/7pEjnUW
[2] https://www.youtube.com/watch?v=07cwJ8gCVjU&feature=youtu.be

[1] https://thehill.com/policy/international/3467506-chinese-drone-maker-suspending-operations-in-russia-ukraine/
[1] https://www.defenseone.com/technology/2022/04/kyiv-asked-new-kamikaze-drone-fight-russia-air-force-delivered-phoenix-ghost/365945/
[1] https://www.politico.com/newsletters/national-security-daily/2022/04/27/ukraine-wants-armed-drones-is-the-u-s-ready-to-deliver-00028317

Top URLs in Tweet in G5:
[138] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/
[75] https://trib.al/fmH8app
[70] https://trib.al/Znu9ny0
[68] https://trib.al/V8g5nxZ
[65] https://trib.al/RuvPBQI
[56] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/?taid=6268b1d054e4670001a969f1&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[49] https://trib.al/k9UJLBM
[48] https://trib.al/VcMf9pb
[42] https://trib.al/8rzDfpw
[42] https://www.bloomberg.com/news/articles/2022-04-27/dji-becomes-most-prominent-chinese-firm-to-halt-russia-business?utm_medium=social&cmpid=socialflow-twitter-business&utm_content=business&utm_source=twitter&utm_campaign=socialflow-organic

Top URLs in Tweet in G6:
[9] https://en.defence-ua.com/weapon_and_tech/ukraines_r18_strike_drone_hit_enemy_tank_with_rkg_1600_minibombs_by_mayak_plant_pjsc_and_aerorozvidka-2694.html
[6] https://en.defence-ua.com/industries/chinese_drone_company_withdraws_from_russia_and_ukraine-2703.html
[3] https://t.me/Ukrbreakingnews
[3] https://twitter.com/UAWeapons/status/1520042517382766592
[1] https://twitter.com/Caucasuswar/status/1520374031786156034
[1] https://twitter.com/i/status/1520137491033976832

Top URLs in Tweet in G7:
[295] https://www.middleeasteye.net/news/russia-ukraine-tb2-bayraktar-drones-said-bombed-oil-depots
[7] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/
[6] https://edition.cnn.com/europe/live-news/russia-ukraine-war-news-04-27-22/h_a737a86115cc6fcd1c74f63e35b8f0b5
[5] https://www.bloomberg.com/news/articles/2022-04-27/dji-becomes-most-prominent-chinese-firm-to-halt-russia-business?utm_medium=social&utm_source=twitter&utm_content=bloomberguk&cmpid%3D=socialflow-twitter-bloomberguk&utm_campaign=socialflow-organic
[4] https://www.forbes.com/sites/davidaxe/2022/04/28/the-russians-got-caught-faking-a-tb-2-drone-shoot-down/?sh=76c012c05820
[3] https://www.politico.com/newsletters/national-security-daily/2022/04/27/ukraine-wants-armed-drones-is-the-u-s-ready-to-deliver-00028317
[3] https://ici.radio-canada.ca/nouvelle/1875282/drone-paralyse-armee-convoi-russie-ukraine
[2] https://twitter.com/UAWeapons/status/1519674533917118466
[2] https://trib.al/70KYVeb
[2] https://www.ft.com/content/789628ba-9277-4d54-be57-aed5b8459c99

Top URLs in Tweet in G8:
[7] https://www.voachinese.com/a/chinese-drone-maker-dji-suspends-russia-ukraine-business-20220427/6547188.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it
[4] https://edition.cnn.com/europe/live-news/russia-ukraine-war-news-04-27-22/h_a737a86115cc6fcd1c74f63e35b8f0b5
[3] https://edition.cnn.com/webview/europe/live-news/russia-ukraine-war-news-04-26-22/h_00a98b717cd6e75e68560de76d2703dc
[2] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/?taid=6268de3b7d8a320001b0771e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://twitter.com/UAWeapons/status/1519674533917118466
[2] https://www.dji.com/newsroom/news/dji-statement-on-sales-compliance-efforts
[2] https://edition.cnn.com/europe/live-news/russia-ukraine-war-news-04-26-22/h_00a98b717cd6e75e68560de76d2703dc
[1] https://www.stripes.com/theaters/us/2022-04-30/phoenix-ghost-secretive-suicide-drone-developed-california-headed-ukraine-5853246.html
[1] https://www.msn.com/en-us/news/world/dji-the-chinese-drone-maker-halts-business-in-russia-and-ukraine/ar-AAWEkQS?ocid=msedgntp&cvid=cf06a70326f64d5aa507dc5ea9647be8
[1] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/

Top URLs in Tweet in G9:
[28] https://www.politico.com/newsletters/national-security-daily/2022/04/27/ukraine-wants-armed-drones-is-the-u-s-ready-to-deliver-00028317
[18] https://www.reuters.com/technology/chinese-drone-maker-dji-suspends-business-activities-russia-ukraine-2022-04-26/
[5] https://english.kyodonews.net/news/2022/04/5ea9c420741f-chinas-leading-drone-maker-suspends-business-in-russia-ukraine.html
[4] https://www.politico.com/news/2022/04/21/mystery-drone-air-force-new-weapon-ukraine-00026970
[4] https://edition.cnn.com/europe/live-news/russia-ukraine-war-news-04-27-22/h_a737a86115cc6fcd1c74f63e35b8f0b5
[2] https://www.themoscowtimes.com/2022/04/27/russian-ammo-dump-near-ukraine-set-alight-2-border-regions-report-blasts-a77502
[2] https://www.middleeasteye.net/news/russia-ukraine-tb2-bayraktar-drones-said-bombed-oil-depots
[1] https://twitter.com/mhmck/status/1520517752846438400
[1] https://twitter.com/UAWeapons/status/1518948010213920769
[1] https://twitter.com/tinso_ww/status/1519710364723814402

Top URLs in Tweet in G10:
[2] https://twitter.com/A7_Mirza/status/1512153147602522118
[1] https://www.forbes.com/sites/davidaxe/2022/04/28/the-russians-got-caught-faking-a-tb-2-drone-shoot-down/?utm_source=ForbesMainTwitter&utm_medium=social&utm_campaign=socialflowForbesMainTwitter
[1] https://english.iswnews.com/13394/military-knowledge-bayraktar-tb2-reconnaissance-combat-drone/
[1] https://www.politico.com/newsletters/national-security-daily/2022/04/27/ukraine-wants-armed-drones-is-the-u-s-ready-to-deliver-00028317

Top Domains
Top Domains in Tweet in Entire Graph:
[715] trib.al
[495] reuters.com
[485] cnn.com
[376] middleeasteye.net
[306] twitter.com
[252] forbes.com
[174] youtube.com
[157] co.uk
[143] slate.fr
[113] theverge.com

Top Domains in Tweet in G1:
[34] theverge.com
[8] newsweek.com
[6] cnn.com
[4] rawstory.com
[3] reuters.com
[2] foreignpolicy.com
[2] gizmodo.com
[1] dji.com
[1] nordot.app
[1] twitter.com

Top Domains in Tweet in G2:
[31] dji.com
[20] twitter.com
[8] in.ua
[7] middleeasteye.net
[6] wsj.com
[6] reuters.com
[4] cnn.com
[3] vice.com
[2] gazettextra.com
[2] topfeatured.com

Top Domains in Tweet in G3:
[112] cnn.com
[76] reuters.com
[60] co.uk
[44] youtube.com
[44] twitter.com
[34] slate.fr
[32] theverge.com
[28] aljazeera.com
[23] theregister.com
[22] newsweek.com

Top Domains in Tweet in G4:
[8] reuters.com
[6] cnn.com
[4] twitter.com
[4] navyrecognition.com
[4] jpost.com
[4] trib.al
[3] youtube.com
[1] thehill.com
[1] defenseone.com
[1] politico.com

Top Domains in Tweet in G5:
[436] trib.al
[202] reuters.com
[66] bloomberg.com
[19] co.uk
[10] axios.com
[4] newsbreak.com
[4] go.com
[4] newsweek.com
[4] aje.io
[3] cnn.com

Top Domains in Tweet in G6:
[15] defence-ua.com
[5] twitter.com
[3] t.me

Top Domains in Tweet in G7:
[295] middleeasteye.net
[17] bloomberg.com
[10] cnn.com
[8] reuters.com
[4] trib.al
[4] forbes.com
[3] politico.com
[3] twitter.com
[3] radio-canada.ca
[3] over-blog.com

Top Domains in Tweet in G8:
[9] cnn.com
[7] voachinese.com
[3] reuters.com
[2] twitter.com
[2] dji.com
[1] stripes.com
[1] msn.com
[1] aljazeera.com
[1] t.me

Top Domains in Tweet in G9:
[32] politico.com
[18] reuters.com
[6] twitter.com
[5] kyodonews.net
[4] cnn.com
[2] themoscowtimes.com
[2] forbes.com
[2] middleeasteye.net
[1] fortune.com
[1] thetribune.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] forbes.com
[1] iswnews.com
[1] politico.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6762] ukraine
[2901] russia
[1041] kherson
[463] russian
[439] standwithukraine
[419] ukrainerussiawar
[313] armukrainenow
[310] drone
[276] bayraktar
[262] ukrainian



Top Hashtags in Tweet in G1:
[19] ukraine
[4] standwithukraine
[4] russia
[3] kherson
[2] armukrainenow
[2] valeriizaluzhnyi
[2] russian
[2] ukrainian
[2] russland
[2] ukraina

Top Hashtags in Tweet in G2:
[1651] ukraine
[667] kherson
[83] russia
[40] ukrainerussiawar
[20] slavaukraini
[16] ukrainewar
[9] ukrainianarmy
[8] russianlosses
[7] standwithukraine
[7] donbass

Top Hashtags in Tweet in G3:
[206] ukraine
[112] russia
[68] drone
[47] dji
[35] ukrainerussiawar
[33] ukrainewar
[29] russian
[24] drones
[22] china
[19] news

Top Hashtags in Tweet in G4:
[1560] ukraine
[1219] russia
[100] kherson
[54] putin
[53] ukrainerussiawar
[49] putinswar
[42] ukraineunderattaсk
[30] bayraktar
[28] russian
[23] ukraineunderattack

Top Hashtags in Tweet in G5:
[88] ukraine
[24] russia
[18] ukrainian
[18] ukrainerussiawar
[14] russianwarcrimes
[14] putin
[13] standwithukraine
[12] z
[10] bayraktar
[8] kherson

Top Hashtags in Tweet in G6:
[201] ukraine
[82] ukrainerussiawar
[77] donetsk
[63] russia
[19] kherson
[15] ukrainewar
[13] mariupol
[10] drone
[10] war
[10] russiaukrainewar

Top Hashtags in Tweet in G7:
[152] ukraine
[54] russia
[30] kherson
[16] ukrainerussiawar
[12] standwithukraine
[11] bayraktar
[11] ukrainewar
[8] armukrainenow
[8] ukrainerussianwar
[7] ukraineunderattaсk

Top Hashtags in Tweet in G8:
[327] ukraine
[224] standwithukraine
[224] armukrainenow
[104] ukrainian
[97] zaporizhzhya
[90] bayraktar
[89] bayraktartb2
[88] ukraineunderattack
[53] russia
[29] kherson

Top Hashtags in Tweet in G9:
[290] ukraine
[145] russia
[63] bayraktar
[61] standwithukraine️
[61] stoprussia
[45] kherson
[38] russian
[32] armukrainenow
[32] standwithukraine
[29] россия

Top Hashtags in Tweet in G10:
[488] ukraine
[449] russia
[14] kherson
[11] bayraktar
[5] kursk
[2] donetsk
[2] ukrainerussiawar
[2] standwithukraine️
[2] stoprussia
[2] luhansk

Top Words
Top Words in Tweet in Entire Graph:
[20672] the
[20491] in
[17252] drone
[15405] of
[12935] to
[11088] russia
[10777] ukraine
[9913] a
[9428] chinese
[7834] is

Top Words in Tweet in G1:
[8919] in
[6044] the
[5972] of
[5969] to
[5938] russia
[5922] chinese
[3036] drone
[3017] is
[3016] ukraine
[3007] dji

Top Words in Tweet in G2:
[2460] the
[2081] a
[2038] of
[1934] drone
[1866] russian
[1716] it
[1692] is
[1658] #ukraine
[1355] in
[1300] ukrainian

Top Words in Tweet in G3:
[1041] drone
[934] ukraine
[929] in
[791] the
[715] russia
[650] dji
[559] and
[523] of
[512] to
[451] chinese

Top Words in Tweet in G4:
[1733] drone
[1634] the
[1561] #ukraine
[1494] a
[1310] ukrainian
[1191] #russia
[1089] russian
[959] of
[777] by
[712] in

Top Words in Tweet in G5:
[1423] in
[1286] the
[966] to
[876] ukraine
[869] russia
[816] drone
[667] chinese
[663] dji
[479] and
[461] a

Top Words in Tweet in G6:
[600] drone
[545] in
[537] russian
[519] ukrainian
[444] ukraine
[371] eastern
[339] of
[315] forces
[251] fucks
[251] up

Top Words in Tweet in G7:
[730] the
[722] ukrainian
[630] drone
[610] tb2
[610] bayraktar
[588] depots
[586] in
[586] source
[433] russia
[392] by

Top Words in Tweet in G8:
[969] the
[673] drone
[571] russian
[546] of
[452] in
[372] a
[364] by
[360] ukraine
[337] destroyed
[327] #ukraine

Top Words in Tweet in G9:
[675] drone
[569] the
[402] of
[396] ukraine
[391] in
[380] russian
[374] a
[355] ukrainian
[290] #ukraine
[258] with

Top Words in Tweet in G10:
[526] drone
[488] #ukraine
[465] in
[413] dropped
[400] one
[388] army
[384] grenade
[382] so
[382] called
[382] hole

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5654] in,russia
[4990] chinese,drone
[4362] operations,in
[4350] russia,ukraine
[4097] the,war
[4044] the,first
[3955] ukraine,to
[3903] in,combat
[3884] to,prevent
[3848] dji,technology

Top Word Pairs in Tweet in G1:
[2967] in,russia
[2961] out,of
[2961] use,of
[2961] the,war
[2961] operations,in
[2960] chinese,drone
[2960] russia,ukraine
[2960] chinese,firm
[2959] of,russia
[2959] is,the

Top Word Pairs in Tweet in G2:
[795] it,is
[772] a,russian
[660] in,#kherson
[660] #kherson,oblast
[563] it,was
[562] tb2,drone
[553] one,more
[549] #ukraine,today
[549] today,russian
[549] russian,sources

Top Word Pairs in Tweet in G3:
[412] in,russia
[367] chinese,drone
[296] drone,maker
[292] russia,and
[288] and,ukraine
[268] russia,ukraine
[246] maker,dji
[196] business,in
[174] dji,halts
[162] dji,suspends

Top Word Pairs in Tweet in G4:
[735] the,ukrainian
[582] #russia,#ukraine
[566] drone,dropped
[553] by,the
[459] using,drone
[411] of,the
[369] dropped,projectiles
[347] two,russian
[335] struck,by
[333] mechanized,brigade

Top Word Pairs in Tweet in G5:
[639] in,russia
[347] drone,maker
[327] russia,and
[327] and,ukraine
[289] not,used
[284] the,war
[265] operations,in
[262] maker,dji
[252] chinese,drone
[252] russia,ukraine

Top Word Pairs in Tweet in G6:
[458] ukrainian,drone
[324] eastern,ukraine
[321] in,eastern
[302] russian,forces
[296] forces,in
[251] drone,fucks
[251] fucks,up
[251] up,russian
[115] two,russian
[92] of,russian

Top Word Pairs in Tweet in G7:
[587] tb2,bayraktar
[322] the,ukrainian
[319] ukrainian,border
[314] from,the
[295] bayraktar,drone
[295] has,been
[294] ukrainian,tb2
[294] drone,'bombed
[294] 'bombed,oil
[294] oil,depots

Top Word Pairs in Tweet in G8:
[325] of,the
[231] ukraine,s
[230] by,ukraine
[226] destroyed,by
[224] russian,c
[224] c,300
[224] 300,complex
[224] complex,destroyed
[224] s,baryakhtar
[224] baryakhtar,drone

Top Word Pairs in Tweet in G9:
[226] indirect,fire
[195] ukrainian,forces
[188] with,drone
[186] forces,target
[186] russian,armor
[186] armor,with
[186] drone,spotted
[186] spotted,indirect
[186] fire,eastern
[184] eastern,ukraine

Top Word Pairs in Tweet in G10:
[413] drone,dropped
[382] so,called
[382] called,hole
[382] hole,in
[382] in,one
[382] one,#ukraine
[382] #ukraine,drone
[382] dropped,grenade
[382] grenade,into
[382] into,#russia'n

Top Replied-To
Top Replied-To in Entire Graph:
@rt_com
@kyivindependent
@scottadamssays
@richimedhurst
@ggreenwald
@laurielcalhoun
@osinttechnical
@tc_johnson
@kremlintrolls
@chriso_wiki

Top Replied-To in G1:
@kyivindependent
@langenjackie4
@alllibsaretrash
@ukskies
@iaponomarenko
@la7tv
@muriel49597344
@maria_drutska

Top Replied-To in G2:
@uaweapons
@euromaidanpress
@timkmak
@a2thejaytollo
@kyivindependent
@dispatchexpose
@davidbellamyuk
@jackdetsch
@max_svb

Top Replied-To in G3:

Top Replied-To in G4:
@julianroepcke
@ukraine_map
@arslon_xudosi
@bookazoid_
@yellow_arm_band
@blue_sauron
@blake_allen13
@menaconflicted
@euromaidanpress
@don_daliano

Top Replied-To in G5:
@rumel_dahiya
@karenhoward42
@reuters
@business
@washingtonpost

Top Replied-To in G6:
@caucasuswar
@militarylandnet
@demeterchen

Top Replied-To in G7:
@ralee85
@andersostlund
@di_ukraine
@prothean_reaper
@oryxspioenkop
@zelenskyyua
@melnykraus
@thestudyofwar
@joshua_griffing
@velentaosint

Top Replied-To in G8:
@olex_scherba
@andrenaleen

Top Replied-To in G9:
@osinttechnical
@xoalexo
@christopherjm
@dima__krilov
@kalle75367703
@ericnewton2020
@5thsu
@upupaepops3103
@raali_roim
@bin01001001

Top Mentioned
Top Mentioned in Entire Graph:
@oryxspioenkop
@edamdefense
@canadianukrain1
@youtube
@koriifr
@theragex
@jesusfroman
@djiglobal
@sonercagaptay
@richoutzen

Top Mentioned in G1:
@kyivindependent
@trelarat
@winelover51
@keimzelle_hh
@anders_aslund

Top Mentioned in G2:
@uaweapons
@intelcrab
@oryxspioenkop
@edamdefense
@syrianotes
@canadianukrain1
@nemo543210
@janismelderis74
@theconwom
@jamesdelingpole

Top Mentioned in G3:
@asthana_shashi
@geektech_app
@lindependant
@viehgroup

Top Mentioned in G4:
@8cboeing
@ukraine
@kemal_115
@arslon_xudosi
@uaweapons
@ump_ejder
@danspiun
@blue_sauron
@jmvasquez1974
@kodjo61

Top Mentioned in G5:
@washingtonpost
@abc
@business
@reuters
@france24
@uaweapons
@oryxspioenkop
@dwnews
@israel

Top Mentioned in G6:
@caucasuswar
@militarylandnet
@oryxspioenkop

Top Mentioned in G7:
@oryxspioenkop
@edamdefense
@ralee85
@defenceu
@aerorozvidka
@defencehq
@andersostlund
@thestudyofwar
@oreganke
@mtarvain

Top Mentioned in G8:
@canadianukrain1
@slavamalamud

Top Mentioned in G9:
@osinttechnical
@politico
@robogeographer
@robertlperry1
@oryxspioenkop
@edamdefense
@christopherjm
@paulmcleary
@investmentforu1
@woj6ma

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@dolartoday
@rashidaldosari
@berkleybearnews
@odio_nao
@yuuji_k1
@zyitegadgets
@thaitvnews
@medicinehelp

Top Tweeters in G1:
@llemj
@roblwilson
@rjber15
@chrisbrey1
@manmet80
@givemepie360
@cheezwitham
@rhiles2760
@mayirmamay14
@teram323tere

Top Tweeters in G2:
@dolartoday
@cagney1991
@akane_kawahata
@nerotanprprb_4
@alcinodoliveira
@wadakashiho
@pollsstar
@russelltim151
@talkintou
@awelab1956

Top Tweeters in G3:
@knewz_currently
@berkleybearnews
@zyitegadgets
@medicinehelp
@andyvermaut
@raymond_norman
@jondknight
@billm9
@drocktrot
@politicalhedge

Top Tweeters in G4:
@tinamarie_80s
@7b73f39b85e1415
@ungubunugu1274
@automatic_t
@trumpgot2go
@ktaros2
@marishiokayama
@mc_perekis
@tatsuyuko
@jfifudhdvhdjzuh

Top Tweeters in G5:
@rashidaldosari
@eggry
@daily_express
@real_infinity95
@govsherazkhan
@cotey_mary
@jamestoupin
@aluizcosta
@reuters
@jmhamiltonblog

Top Tweeters in G6:
@thaitvnews
@globalcopyright
@knightoff3
@nobiggovduh
@pis_u
@sergiolopezmir
@gawlinskilaura
@tnakom
@mariojoseh555
@i_myteddy_i

Top Tweeters in G7:
@kanekos69
@vedehimajumdar
@ansisegle
@zeeshan_shah_dc
@mstepczyk
@markplackett1
@tates5a
@bukiwilliams
@b33laow
@majowski1959

Top Tweeters in G8:
@scheerenberger
@qbankendy
@loulachat
@bivi_17
@rachel_maria65
@wernerkeil
@janrobinjackson
@shakhtarska
@pen_bird
@schmidtlepp

Top Tweeters in G9:
@alettaha
@ryunosinfx
@jetcitystar
@glynmoody
@cucojose
@carlitalincecum
@b_sputnik
@hughesdonua
@euwatchers
@kris_sacrebleu

Top Tweeters in G10:
@silvi_ta
@jun_84
@s_kisaragi
@kuronekodaisuki
@guzlomi
@midoo0
@fabiomoraes
@qeruiem
@jun_sky_0610
@schwkatz