The graph represents a network of 2,293 Twitter users whose recent tweets contained "#osint 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 Tuesday, 15 March 2022 at 17:57 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 2-minute period from Monday, 07 March 2022 at 09:01 UTC to Tuesday, 15 March 2022 at 17:03 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
Vertices : 2293
Unique Edges : 4025
Edges With Duplicates : 1209
Total Edges : 5234
Number of Edge Types : 5
Retweet : 2409
MentionsInRetweet : 1666
Mentions : 411
Tweet : 664
Replies to : 84
Self-Loops : 694
Reciprocated Vertex Pair Ratio : 0.0114002478314746
Reciprocated Edge Ratio : 0.0225434942416075
Connected Components : 138
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 2014
Maximum Edges in a Connected Component : 4891
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.080151
Graph Density : 0.000776511562240037
Modularity : 0.675878
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,293 Twitter users whose recent tweets contained "#osint 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 Tuesday, 15 March 2022 at 17:57 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 2-minute period from Monday, 07 March 2022 at 09:01 UTC to Tuesday, 15 March 2022 at 17:03 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 : #osint 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 URLs in Tweet in Entire Graph:
[234] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-of-russias-invasion-of-ukraine [100] https://www.indiatoday.in/world/russia-ukraine-war/story/osint-open-source-intelligence-comes-of-age-for-near-real-time-coverage-of-russia-ukraine-war-1922235-2022-03-08?utm_source=washare&utm_medium=socialicons&utm_campaign=shareurltracking [93] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [86] https://howtoacademy.com/events/we-are-bellingcat-an-intelligence-agency-for-the-people/ [55] https://russianfleetanalysis.blogspot.com/2022/03/russian-forces-in-mediterranean-wk102022.html [54] https://twitter.com/i/lists/1467909429534380034 [37] https://www.osinteditor.com/general/ukraine-war-uk-defence-intelligence-daily-maps/ [33] http://Kremlin.ru [33] https://www.hackers-arise.com/post/finding-vulnerabilities-in-russian-sites-with-netlas-io [30] https://www.hackers-arise.com/osint Top URLs in Tweet in G1:
[50] https://twitter.com/i/lists/1467909429534380034 [18] https://start.me/p/lLBdE6/ukraine-crisis-tracker [16] https://start.me/p/1kJKR9/commandergirl-s-suggestions [12] https://cesium.com/ion/stories/viewer/?id=8be6f99c-0d4c-46ce-91a3-313e3cac62fe [11] https://spyse.com/ [6] https://restofworld.org/2022/osint-viral-ukraine/ [6] https://twitter.com/Techjournalisto/status/1502598818935750661 [5] https://start.me/p/6rlqdK/ukraine-experts-livemap [4] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-of-russias-invasion-of-ukraine [4] https://www.windy.com/webcams/1520866304?2022031306,51.997,29.258,11 Top URLs in Tweet in G2:
[82] https://howtoacademy.com/events/we-are-bellingcat-an-intelligence-agency-for-the-people/ [82] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [13] https://www.bellingcat.com/news/2022/02/27/follow-the-russia-ukraine-monitor-map/ [12] https://eenvandaag.avrotros.nl/item/zo-helpen-burgers-om-mogelijke-oorlogsmisdaden-in-oekraine-te-onderzoeken/ [7] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-of-russias-invasion-of-ukraine [6] https://www.lemonde.fr/international/article/2022/03/09/guerre-en-ukraine-des-videos-analysees-par-le-monde-attestent-de-l-usage-d-armes-a-sous-munitions-en-zones-civiles_6116805_3210.html [5] https://time.com/6154559/ukraine-syria-solidarity-russia-invasion/ [4] https://www.nouvelobs.com/guerre-en-ukraine/20220307.OBS55397/la-belle-vie-des-oligarques-russes-sur-la-riviera-une-soixante-de-biens-immobiliers-d-une-valeur-de-350-millions-d-euros.html [4] https://www.theguardian.com/world/2022/mar/08/vitaly-gerasimov-second-russian-general-killed-ukraine-defence-ministry-claims [4] https://www.youtube.com/watch?v=mX2xTdDdTEU&feature=youtu.be Top URLs in Tweet in G3:
[6] https://twitter.com/secnight/status/1500976895743217666 [5] https://www.abc.es/economia/abci-inteligencia-artificial-tambien-entra-combate-guerra-ucrania-202203140205_noticia.html [4] https://www.youtube.com/watch?v=jX7zpVpT3R0&feature=youtu.be [3] https://www.enabbaladi.net/archives/554351 [2] https://www.google.fr/maps/place/46%C2%B050'31.0%22N+35%C2%B022'23.0%22E/@46.8418079,35.37266,241m/data=!3m1!1e3!4m5!3m4!1s0x0:0xad57047171c414c3!8m2!3d46.8419444!4d35.3730556?shorturl=1 [2] https://zaxid.net/donbas_pidshitiy_groteskom_n1517673 [2] https://www.straitstimes.com/world/europe/ukraine-war-offers-intel-bonanza-for-russia-watchers [1] https://crimeabusiness.ru/meropriyatiya/pri-uchastii-associacii/doroga-mira.html [1] https://www.vsyako.net/archives/863848?fbclid=IwAR33YjJC4i5gtk8hSxikEBR1Lf01fzPZyZ7qeZBDTPUctG-T6bZhHU38URI [1] https://www.dialog.ua/ukraine/236936_1632494843 Top URLs in Tweet in G4:
[207] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-of-russias-invasion-of-ukraine [2] https://www.politico.eu/article/ukraine-war-russia-nuclear-power-plant-map-zaporizhzhia-nightmare-environment/ [2] https://ukdefencejournal.org.uk/open-source-intelligence-its-time-to-take-it-seriously/ [1] https://twitter.com/wammezz/status/1501515821369200641 Top URLs in Tweet in G5:
[11] https://twitter.com/newsburko/status/1503385233235849221 [5] https://consent.google.com/ml?continue=https://www.google.com/maps/place/Novokolosovo,%2BBelarus/@53.5141845,26.9053666,4903m/data%3D!3m2!1e3!4b1!4m5!3m4!1s0x46d96b797ca60ddb:0x824b58e313162de0!8m2!3d53.5204261!4d26.9251806&gl=FI&m=0&pc=m&hl=fi&src=1 [5] https://www.businessinsider.nl/russia-is-stockpiling-corpses-of-ukrainian-soldiers-to-use-in-a-false-flag-attack-on-chernobyl-ukraine-officials-allege/ [5] https://github.com/r-cybersecurity/list-of-security-resources-for-ukraine [5] https://twitter.com/nigroeneveld/status/1503146331606499328 [4] https://www.bellingcat.com/news/2022/02/23/documenting-and-debunking-dubious-footage-from-ukraines-frontlines/ [4] https://www.express.co.uk/news/science/1579180/chernobyl-red-alert-putin-attack-nuclear-power-plant-ukraine?fr=operanews [3] https://twitter.com/militaryrage/status/1502719251722948612 [3] https://www.chathamhouse.org/2022/03/how-likely-use-nuclear-weapons-russia [3] https://nymag.com/intelligencer/2022/03/the-osint-analysts-feasting-on-ukraine.html Top URLs in Tweet in G6:
[7] https://outilsveille.com/2022/02/outils-osint-suivre-actualite-internationale/ [2] https://twitter.com/VeraMBergen/status/1501227950670512132 [2] https://www.oryxspioenkop.com/2022/02/attack-on-europe-documenting-equipment.html [2] https://russianfleetanalysis.blogspot.com/2022/03/russian-forces-in-mediterranean-wk102022.html Top URLs in Tweet in G7:
[93] https://www.indiatoday.in/world/russia-ukraine-war/story/osint-open-source-intelligence-comes-of-age-for-near-real-time-coverage-of-russia-ukraine-war-1922235-2022-03-08?utm_source=washare&utm_medium=socialicons&utm_campaign=shareurltracking [18] https://www.ladn.eu/media-mutants/reseaux-sociaux/guerre-ukraine-internautes-pratiquent-osint/ [3] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-of-russias-invasion-of-ukraine [1] https://twitter.com/prov_den/status/1503027719231225857 Top URLs in Tweet in G8:
[32] http://Kremlin.ru [32] https://www.hackers-arise.com/post/finding-vulnerabilities-in-russian-sites-with-netlas-io [25] https://www.hackers-arise.com/osint [11] https://netlas.io/ [7] https://twitter.com/malwrhunterteam/status/1502376850382901258 [4] https://www.threatshub.org/blog/ukraine-invasion-this-may-be-the-quiet-before-the-cyber-storm-it-staff-warned/ [4] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [4] https://www.eff.org/deeplinks/2022/03/telegram-harm-reduction-users-russia-and-ukraine [3] https://www.heidi.news/innovation-solutions/chelsea-manning-j-ai-plus-d-acces-a-la-guerre-en-ukraine-avec-mon-laptop-que-je-n-en-avais-en-irak [2] https://www.rawstory.com/russia-ukraine-war/ Top URLs in Tweet in G9:
[47] https://russianfleetanalysis.blogspot.com/2022/03/russian-forces-in-mediterranean-wk102022.html [21] https://www.theshipyard2.co.uk/navalbreakdowns/08-march-2022-ukraine-conflict-russian-units-movements [7] https://twitter.com/ua_industrial/status/1500554190636134402 [4] https://www.cbc.ca/news/canada/manitoba/winnipeg-students-help-man-escape-ukraine-1.6379491?fbclid=IwAR1dwjL1KVCYlkHk5u1gbYBUMBJhUA5h7A-A0eZ_Xf75-CGw8xdKv3Z-20Q [3] https://www.pbs.org/newshour/world/how-to-spot-fake-or-misleading-footage-on-social-media-claiming-to-be-from-the-ukraine-war [2] https://www.theshipyard2.co.uk/navalbreakdowns/07-march-2022-ukraine-conflict-russian-units-movements [2] https://news.sky.com/story/ukraine-invasion-how-satellites-as-small-as-a-shoebox-are-giving-the-public-eyes-and-ears-on-a-conflict-zone-12556864 [2] https://www.theverge.com/2022/3/6/22964418/tiktok-suspends-creation-new-video-content-russia-ukraine?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter [2] https://www.buzzfeednews.com/article/peteraldhous/osint-ukraine-war-satellite-images-plane-tracking-social?utm_source=dynamic&utm_campaign=bfsharetwitter [2] https://twitter.com/JominiW/status/1502175936166326272 Top URLs in Tweet in G10:
[11] https://www.google.be/maps/place/%D0%98%D0%A1%D0%9F%D0%A0%D0%90%D0%92%D0%98%D0%A2%D0%95%D0%9B%D0%AC%D0%9D%D0%90%D0%AF+%D0%9A%D0%9E%D0%9B%D0%9E%D0%9D%D0%98%D0%AF-18+%D0%A3%D0%9F%D0%A0.+%D0%93%D0%9E%D0%A1.+%D0%94%D0%95%D0%9F%D0%90%D0%A0%D0%A2%D0%90%D0%9C%D0%95%D0%9D%D0%A2%D0%90+%D0%A3%D0%9A%D0%A0%D0%90%D0%98%D0%9D%D0%AB+%D0%9F%D0%9E+%D0%92%D0%9E%D0%9F%D0%A0%D0%9E%D0%A1%D0%90%D0%9C+%D0%98%D0%A1%D0%9F%D0%9E%D0%9B%D0%9D%D0%95%D0%9D%D0%98%D0%AF+%D0%9D%D0%90%D0%9A%D0%90%D0%97%D0%90%D0%9D%D0%98%D0%99+%D0%92+%D0%A5%D0%90%D0%A0%D0%AC%D0%9A.+%D0%9E%D0%91%D0%9B./@49.9825642,36.1978009,427m/data=!3m1!1e3!4m6!3m5!1s0x4127a04d2f14b0cd:0x76520c054962e1a7!8m2!3d49.9830012!4d36.1975!15sCjvQutC-0LvQvtC90ZbRlyDQvdCwINCl0L7Qu9C-0LTQvdGW0Lkg0LPQvtGA0ZYsINCl0LDRgNC60ZbQspIBIGNvcnJlY3Rpb25hbF9zZXJ2aWNlc19kZXBhcnRtZW50?shorturl=1 [3] https://twitter.com/i/spaces/1YqKDqAovreGV [3] https://twitter.com/i/spaces/1OwGWzPRWLQKQ [3] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-of-russias-invasion-of-ukraine [2] https://twitter.com/ItsDeanBlundell/status/1500970343204274182 [2] https://howtoacademy.com/events/we-are-bellingcat-an-intelligence-agency-for-the-people/ [2] https://www.washingtonpost.com/outlook/2022/03/10/putin-coup-russia-siloviki/ [2] https://www.thedailybeast.com/russian-forces-attack-kyivs-tv-tower-holocaust-memorial-in-latest-ukraine-onslaught?ref=home [2] https://twitter.com/CNN/status/1502170001200934916 [2] https://twitter.com/i/spaces/1MYxNnYmoWbxw Top Domains
Top Word Pairs in Tweet in Entire Graph:
[509] #russia,#ukraine [394] open,source [378] how,this [362] source,intelligence [354] invasion,of [324] in,ukraine [310] #osint,#russia [298] #osint,#ukraine [283] #ukraine,#osint [252] russian,invasion Top Word Pairs in Tweet in G1:
[112] #ukraine,#osint [75] of,the [68] #russia,#ukraine [61] in,ukraine [61] this,list [56] in,the [54] #osint,#russia [48] follow,this [48] list,for [47] russian,forces Top Word Pairs in Tweet in G2:
[100] #osint,community [98] the,#osint [94] verify,amp [84] you,can [84] can,find [83] a,lot [83] the,ukrainian [82] taking,the [82] the,kremlin [82] kremlin,from Top Word Pairs in Tweet in G3:
[215] open,source [215] source,intelligence [213] osint,open [184] in,ukraine [182] #osint,#opensource [179] intelligence,tools [179] tools,amp [179] amp,techniques [177] using,osint [177] techniques,for Top Word Pairs in Tweet in G4:
[326] how,this [235] invasion,of [208] health,and [207] of,#ukraine [207] and,how [207] can,impact [207] and,environment [207] environment,here's [189] russian,invasion [165] the,russian Top Word Pairs in Tweet in G5:
[248] #russia,#ukraine [220] #osint,#russia [40] #military,#osint [31] a,russian [28] kyiv,#osint [25] footage,of [25] in,the [24] near,kyiv [22] #osint,#ukraine [22] of,a Top Word Pairs in Tweet in G6:
[94] #osint,#ukraine [92] imagine,tu [92] tu,es [92] es,à [92] à,la [92] la,tête [92] tête,d'un [92] d'un,bataillon [92] bataillon,de [92] de,tchétchènes Top Word Pairs in Tweet in G7:
[93] open,source [93] source,intelligence [93] intelligence,comes [93] comes,of [93] of,age [93] age,for [93] for,near [93] near,real [93] real,time [93] time,coverage Top Word Pairs in Tweet in G8:
[42] vulnerable,russian [42] russian,sites [42] sites,with [41] #osint,#infosec [41] #infosec,#ukraine [41] #ukraine,#netlas [41] #netlas,#vulnerabilities [41] #vulnerabilities,#cyberwarrior [40] #cybersecurity,#cyberattack [39] #oprussia,#anonymous Top Word Pairs in Tweet in G9:
[71] in,the [47] #вмф,#russia's [47] #russia's,naval [47] naval,deployment [47] deployment,in [47] the,#mediterranean [47] #mediterranean,the [47] the,morning [47] morning,of [47] of,mar Top Word Pairs in Tweet in G10:
[100] #osint,sentdefender [100] sentdefender,walterlekh [100] ralee85,grammardomin8rx [86] walterlekh,vcdgf555 [86] vcdgf555,ralee85 [74] #ukrainerussianwar,#osint [37] footage,of [33] 1,2 [33] 2,#confirmed [33] #confirmed,insane Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: