The graph represents a network of 2 506 Twitter users whose recent tweets contained "#osint (ukraine OR russia)", 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, 01 April 2022 at 22:21 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 29-minute period from Thursday, 24 March 2022 at 16:40 UTC to Friday, 01 April 2022 at 21:10 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 : 2506
Unique Edges : 3286
Edges With Duplicates : 1917
Total Edges : 5203
Number of Edge Types : 5
Retweet : 2864
MentionsInRetweet : 1209
Tweet : 535
Mentions : 500
Replies to : 95
Self-Loops : 563
Reciprocated Vertex Pair Ratio : 0,00980392156862745
Reciprocated Edge Ratio : 0,0194174757281553
Connected Components : 101
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 2271
Maximum Edges in a Connected Component : 4842
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3,971605
Graph Density : 0,000557862726263355
Modularity : 0,599943
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2 506 Twitter users whose recent tweets contained "#osint (ukraine OR russia)", 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, 01 April 2022 at 22:21 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 29-minute period from Thursday, 24 March 2022 at 16:40 UTC to Friday, 01 April 2022 at 21:10 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 OR russia)
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:
[279] https://informnapalm.org/en/medal-count-osint-analysis-of-real-russian-losses-for-the-first-week-of-hostilities-in-ukraine/ [192] https://russianfleetanalysis.blogspot.com/2022/03/russian-forces-in-mediterranean-wk122022.html [57] https://www.justsecurity.org/80871/ukraine-may-mark-a-turning-point-in-documenting-war-crimes/ [45] https://t.me/rybar/30088 [42] https://www.osinteditor.com/general/ukraine-war-uk-defence-intelligence-daily-maps/ [38] https://twitter.com/InformNapalm/status/1507318090731855872 [37] https://www.osinteditor.com/general/russia-oligarchs-yachts-fleet/ [35] https://www.youtube.com/watch?v=VnxvRNbKMvA&feature=youtu.be [35] https://www.hackers-arise.com/post/zmap-for-scanning-the-internet-scan-the-entire-internet-in-45-minutes [34] https://www.dw.com/en/open-source-investigators-syria-ukraine/a-61236760 Top URLs in Tweet in G2:
[244] https://informnapalm.org/en/medal-count-osint-analysis-of-real-russian-losses-for-the-first-week-of-hostilities-in-ukraine/ [24] https://informnapalm.org/lt/18-osios-motorizuotuju-sauliu-divizijos-daliniai-is-rusijos-federacijos-kaliningrado-srities-perkeliami-i-ukrainos-rytus/ [22] https://www.youtube.com/watch?v=rs2n42TyWe0&feature=youtu.be [9] https://t.me/informnapalm/5144 [2] https://informnapalm.org/51666-informnapalm-sorval-masku-s-majora/ [1] https://twitter.com/sentdefender/status/1509510466883698690 [1] https://www.hackers-arise.com/post/zmap-for-scanning-the-internet-scan-the-entire-internet-in-45-minutes Top URLs in Tweet in G3:
[8] https://twitter.com/Osinttechnical/status/1507396711576182843?s=20&t=ks4GHLIuPj9Dl1UfHNE9Vg [6] https://twitter.com/jmvasquez1974/status/1507054421334757382 [5] https://www.thenation.com/article/world/exclusive-ukraines-defense-intelligence-chief-warns-of-real-hell-for-russians/ [5] https://dp.informator.ua/2022/03/25/v-kievskoj-oblasti-pogib-25-letnij-boets-iz-dnepra-denis-kotenko/?fbclid=IwAR3sbE5q-FepsApUI_VY0vZSvAme3vtFLxMCUWNFi0X9XbJZ16ya4fAaukk [5] https://www.intelligenceonline.com/government-intelligence/2022/03/28/new-swedish-anti-fake-news-agency-boosts-online-investigation-capacity-to-counter-russian-threat,109763556-art [5] https://www.google.com/maps/@47.1281900,37.5650317,3a,60.000000y,0.000000h,90.000000t/data=!3m4!1e1!3m2!1sAF1QipO7LtzdOmY7E97191FrahTF89aI5EzWqzijGbmM!2e10?lucs=s2se,a2&shorturl=1 [3] https://web.archive.org/web/20220204054726/https://www.youtube.com/watch?v=EU5Qd8-EVhg [3] https://www.defenseone.com/threats/2022/03/russias-claim-its-withdrawing-kyiv-not-be-believed-pentagon-warns/363784/ [3] https://maps.google.com?q=Okko,+Kuprina+St,+32,+Mariupol',+Donetsk+Oblast,+Ukraine,+87500&ftid=0x40e6e382aa9e4019:0x1e6a3956c8148461&hl=fr-FR&gl=fr&entry=gps&lucs=s2se,a2&shorturl=1 [2] https://twitter.com/Osinttechnical/status/1505665966449037324?s=20&t=ELdoASq1beZzU8t4DV51NA Top URLs in Tweet in G4:
[172] https://russianfleetanalysis.blogspot.com/2022/03/russian-forces-in-mediterranean-wk122022.html [8] https://blog.vantagepointnorth.net/2021/12/quick-guide-to-identifying-russian.html [7] https://informnapalm.org/en/medal-count-osint-analysis-of-real-russian-losses-for-the-first-week-of-hostilities-in-ukraine/ [6] https://www.stripes.com/theaters/europe/2022-03-29/citizen-osint-analysts-chronicle-russian-navy-role-in-war-in-ukraine-5513788.html [1] https://g.co/kgs/HVPfL9 Top URLs in Tweet in G5:
[5] https://informnapalm.org/en/medal-count-osint-analysis-of-real-russian-losses-for-the-first-week-of-hostilities-in-ukraine/ [3] https://russianfleetanalysis.blogspot.com/2022/03/russian-forces-in-mediterranean-wk122022.html Top URLs in Tweet in G6:
[38] https://www.osinteditor.com/general/ukraine-war-uk-defence-intelligence-daily-maps/ [36] https://www.osinteditor.com/general/russia-oligarchs-yachts-fleet/ [7] https://www.technologyreview.com/2022/03/16/1047322/ukraine-russia-war-crimes-evidence/ [7] https://informnapalm.org/en/medal-count-osint-analysis-of-real-russian-losses-for-the-first-week-of-hostilities-in-ukraine/ [4] https://www.justsecurity.org/80871/ukraine-may-mark-a-turning-point-in-documenting-war-crimes/ [4] https://datashare.icij.org/ [4] https://twitter.com/MaireTahitoa/status/1508678941472882691 [4] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-of-russias-invasion-of-ukraine [3] https://russianfleetanalysis.blogspot.com/2022/03/russian-forces-in-mediterranean-wk122022.html [3] https://www.geopolitical.report/russian-attacks-hit-civilians-in-krasnohorivka/ Top URLs in Tweet in G7:
[32] https://twitter.com/i/spaces/1rmxPgqWwoDJN [25] https://twitter.com/i/spaces/1BdGYwvMyWLxX [24] https://twitter.com/i/spaces/1OwxWzAYzAwJQ [23] https://twitter.com/i/spaces/1LyGBoBDMQpJN [17] https://twitter.com/i/spaces/1DXGyDyyYRLKM [17] https://twitter.com/i/spaces/1yNGaYqpwwjGj [17] https://twitter.com/i/spaces/1RDxlgmeljmJL [14] https://twitter.com/i/spaces/1OdKrByAbRqKX [13] https://twitter.com/i/spaces/1PlKQaAaEPzKE [12] https://twitter.com/i/spaces/1OdKrBoEENQKX Top URLs in Tweet in G8:
[33] https://www.dw.com/en/open-source-investigators-syria-ukraine/a-61236760 [10] https://robertkroupa.substack.com/p/osint-ukraine-edition?s=w&utm_medium=webtion?s=w&utm_medium=web [9] https://www.lemonde.fr/international/article/2022/03/29/guerre-en-ukraine-des-images-authentifiees-par-le-monde-documentent-l-usage-d-armes-incendiaires-sur-la-ligne-de-front_6119643_3210.html [6] https://www.liberation.fr/checknews/le-site-dinvestigation-bellingcat-publie-une-carte-de-plus-de-200-cibles-civiles-attaquees-en-ukraine-20220323_6IWRSGOOV5BDZNR7UYEFH6KHZU/?utm_medium=Social&utm_source=Twitter#Echobox=1648034655-1 [5] https://t.me/epoddubny/9236 [3] https://www.bellingcat.com/news/2022/03/28/boris-nemtsov-tailed-by-fsb-squad-prior-to-2015-murder/ [3] https://syrianarchive.org/en/investigations/Medical-Facilities-Under-Fire/ [3] https://syriamap.phr.org/#/en [2] https://www.washingtonpost.com/technology/2022/03/23/twitter-open-source-intelligence-ukraine/ [2] https://gralhix.wordpress.com/2022/03/20/geolocating-chechen-soldiers-in-mariupol-ukraine/ Top URLs in Tweet in G9:
[32] https://www.hackers-arise.com/post/zmap-for-scanning-the-internet-scan-the-entire-internet-in-45-minutes [29] https://www.hackers-arise.com/post/finding-vulnerabilities-in-russian-sites-with-netlas-io [22] https://netlas.io/ [21] https://os2int.com/toolbox/scraping-social-media-data-with-instant-data-scraper/ [3] https://twitter.com/MaximeBernier/status/1478049862612570114 [2] https://os2int.com/os2int/uploads/weg.pdf [2] https://twitter.com/robleathern/status/1507362850284605440 [2] https://nymag.com/intelligencer/2022/03/the-osint-analysts-feasting-on-ukraine.html [1] https://os2int.com/toolbox/geo-locating-and-analysing-youtube-videos-showing-russian-forces-in-ukraine/ [1] https://os2int.com/toolbox/applying-effective-osint-to-geo-monitor-russian-military-activity/ Top URLs in Tweet in G10:
[10] https://www.newsweek.com/russian-army-encircled-ukraine-forces-kyiv-1691332 [6] https://www.forbes.com/sites/davidaxe/2022/03/24/the-ukrainian-army-has-captured-enough-russian-tanks-to-make-good-all-its-own-losses-and-then-some/?sh=4d35c9597922&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter [5] https://www.sueddeutsche.de/1.5553246 [4] https://informnapalm.org/en/medal-count-osint-analysis-of-real-russian-losses-for-the-first-week-of-hostilities-in-ukraine/ [3] https://edition.cnn.com/europe/live-news/ukraine-russia-putin-news-03-23-22/index.html [3] https://www.businessinsider.com/ukraine-captured-russia-missiles-fired-them-back-cnn-2022-3 [3] https://www.youtube.com/watch?v=SRRPU9NOvc8 [2] https://www.reuters.com/world/europe/mariupol-says-15000-deported-besieged-city-russia-2022-03-24/ [2] https://apnews.com/article/russia-ukraine-europe-edf7240a9d990e7e3e32f82ca351dede [2] https://www.theguardian.com/world/2022/mar/19/ukraine-a-visual-diary-of-horrors-in-hostomel?CMP=Share_iOSApp_Other Top Domains
Top Word Pairs in Tweet in Entire Graph:
[954] t,72 [664] in,#ukraine [552] is,the [537] medal,count [496] russian,tank [491] the,most [489] to,help [484] #osint,#ukrainerussiawar [479] widely,used [479] osint,analysis Top Word Pairs in Tweet in G1:
[878] t,72 [439] the,t [439] 72,is [439] is,the [439] the,most [439] most,widely [439] widely,used [439] used,russian [439] russian,tank [439] tank,with Top Word Pairs in Tweet in G2:
[472] medal,count [253] in,#ukraine [244] count,#osint [244] #osint,analysis [244] analysis,of [244] of,real [244] losses,for [244] for,the [244] the,first [244] first,week Top Word Pairs in Tweet in G3:
[112] #osint,#ukraine [87] #ukraine,#osint [85] of,the [80] in,#ukraine [68] to,the [65] no,doubt [59] the,ukrainian [59] in,regards [59] regards,to [57] #osint,eng Top Word Pairs in Tweet in G4:
[172] #вмф,#russia's [172] #russia's,naval [172] naval,deployment [172] deployment,in [172] in,the [172] the,#mediterranean [172] #mediterranean,the [172] the,morning [172] morning,of [172] of,mar Top Word Pairs in Tweet in G5:
[137] in,#ukraine [132] in,this [132] this,short [132] short,i'll [132] i'll,share [132] share,the [132] the,4 [132] 4,interactive [132] interactive,maps [132] maps,i Top Word Pairs in Tweet in G6:
[143] #ukraine,#osint [77] defenceu,di_ukraine [77] di_ukraine,zelenskyyua [77] zelenskyyua,#osint [67] #russia,#ukraine [63] #activist,#anonymous [62] #osint,beehivecybersec [62] beehivecybersec,#activist [38] interactive,timeline [38] timeline,of Top Word Pairs in Tweet in G7:
[229] humanitarian,updates [205] updates,amp [199] join,twitterspaces [196] #digitalresistance,#scicomm [128] twitterspaces,w [128] w,#spaceshost [128] #slavaukraini,#cdnpoli [128] #cdnpoli,#idwp [127] #osint,humanitarian [127] help,#digitalresistance Top Word Pairs in Tweet in G8:
[22] the,power [22] power,of [22] of,#osint [22] #osint,and [22] and,lessons [22] lessons,learned [22] learned,from [22] from,#syria [22] #syria,and [22] and,elsewhere Top Word Pairs in Tweet in G9:
[51] russian,sites [51] sites,with [42] data,scraper [39] in,russia [37] #infosec,#cybersecurity [32] scan,every [32] every,ip [32] ip,in [32] russia,in [32] in,minutes Top Word Pairs in Tweet in G10:
[131] #osint,#russia [125] #russia,#ukraine [60] #military,#osint [20] of,the [19] in,the [14] #osint,#ukraine [12] a,ukrainian [12] at,least [12] ukrainian,battle [12] battle,buddy Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: