The graph represents a network of 2,883 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 Friday, 11 March 2022 at 21:06 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 21-minute period from Thursday, 03 March 2022 at 15:12 UTC to Friday, 11 March 2022 at 20:34 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 : 2883
Unique Edges : 4410
Edges With Duplicates : 2239
Total Edges : 6649
Number of Edge Types : 5
Mentions : 453
Retweet : 3374
Replies to : 85
Tweet : 1212
MentionsInRetweet : 1525
Self-Loops : 1248
Reciprocated Vertex Pair Ratio : 0.0096326164874552
Reciprocated Edge Ratio : 0.0190814288883958
Connected Components : 162
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 2532
Maximum Edges in a Connected Component : 6210
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.180768
Graph Density : 0.000542436542627184
Modularity : 0.60005
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,883 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 Friday, 11 March 2022 at 21:06 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 21-minute period from Thursday, 03 March 2022 at 15:12 UTC to Friday, 11 March 2022 at 20:34 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:
[232] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-or-russias-invasion-of-ukraine [176] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [104] 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 [75] https://start.me/p/1kJKR9/commandergirl-s-suggestions [57] https://www.politico.eu/article/ukraine-war-russia-nuclear-power-plant-map-zaporizhzhia-nightmare-environment/ [51] https://www.hackers-arise.com/osint [45] https://twitter.com/i/lists/1467909429534380034 [43] https://www.youtube.com/watch?v=pMw_yq4CNoY&feature=youtu.be [33] https://www.hackers-arise.com/post/finding-vulnerabilities-in-russian-sites-with-netlas-io [31] http://Kremlin.ru Top URLs in Tweet in G1:
[20] https://www.thesun.ie/news/8413319/russia-ukraine-invasion-live-updates-war-putin/ [14] https://www.businessinsider.com/daughter-of-putin-spox-peskov-opposes-ukraine-war-embarrassing-dad-2022-2?international=true&r=US&IR=T [5] https://www.vesseltracking.net/ship/helt-8402589 [5] https://www.youtube.com/watch?v=e0W9AYfg8ZU [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://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-or-russias-invasion-of-ukraine [4] https://www.turkeynewsen.com/ukraine-asks-russia-to-safe-corridor-for-foreign-students/ [4] https://www.youtube.com/watch?v=goHabUYGPSI [4] https://talkingpointsmemo.com/news/open-source-intelligence-from-ukraine [4] https://www.bellingcat.com/news/2022/02/23/documenting-and-debunking-dubious-footage-from-ukraines-frontlines/ Top URLs in Tweet in G2:
[208] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-or-russias-invasion-of-ukraine [50] https://www.politico.eu/article/ukraine-war-russia-nuclear-power-plant-map-zaporizhzhia-nightmare-environment/ [1] https://twitter.com/wammezz/status/1501515821369200641 [1] https://twitter.com/Knowsint1/status/1500081470374920192 Top URLs in Tweet in G3:
[22] https://soundcloud.com/spy_stations/russian-comms-on-3422-3310-usb-2309-utc [18] https://soundcloud.com/spy_stations/march-5-2022-2300-utc-sibir-trying-to-reach-ruchei-baget-raduga-gorod [8] https://www.numbers-stations.com/russia/example-use-of-russian-military-radio-call-signs-and-frequencies/ [7] https://soundcloud.com/spy_stations/russian-comms-on-4517-usb-2327-utc [7] 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 [5] https://www.numbers-stations.com/russia/russian-air-force-stations/ [5] https://t.ly/aG58 [5] https://twitter.com/i/spaces/1mnGedWjmYQKX [4] https://twitter.com/CNN/status/1502170001200934916 [4] https://www.numbers-stations.com/military/ Top URLs in Tweet in G4:
[73] https://start.me/p/1kJKR9/commandergirl-s-suggestions [43] https://twitter.com/i/lists/1467909429534380034 [16] https://start.me/p/lLBdE6/ukraine-crisis-tracker [13] https://cesium.com/ion/stories/viewer/?id=8be6f99c-0d4c-46ce-91a3-313e3cac62fe [12] https://www.osintme.com/index.php/2022/02/24/sources-of-information-and-updates-on-war-in-ukraine/ [9] https://spyse.com/ [6] https://twitter.com/giammaiot2/status/1497739488256303108 [6] https://restofworld.org/2022/osint-viral-ukraine/ [5] https://twitter.com/i/lists/1498127310729453571 [5] https://nagix.github.io/ukraine-livecams/#5.5/47.774/31.685/0/45 Top URLs in Tweet in G5:
[157] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [15] https://www.bellingcat.com/news/2022/02/27/follow-the-russia-ukraine-monitor-map/ [6] https://time.com/6154559/ukraine-syria-solidarity-russia-invasion/ [2] https://consent.google.com/ml?continue=https://www.google.com/maps/place/50&gl=FI&m=0&pc=m&hl=fi&src=1 [1] https://consent.google.com/ml?continue=https://www.google.com/maps?q%3D50.685662,29.9960446&gl=FI&m=0&pc=m&hl=fi&src=1 [1] https://os2int.com/toolbox/geo-locating-and-analysing-youtube-videos-showing-russian-forces-in-ukraine/ [1] https://consent.google.com/ml?continue=https://www.google.com/maps/place/Luhansk,%2BLuhansk%2BOblast,%2BUkraine,%2B91000/@48.9341338,38.5798562,643a,35y,90h,39.25t/data%3D!3m1!1e3!4m5!3m4!1s0x411fc564844c6285:0xf8e02e7e879e7164!8m2!3d48.574041!4d39.307815&gl=FI&m=0&pc=m&hl=fi&src=1 [1] https://consent.google.com/ml?continue=https://www.google.com/maps/@51.330255,30.1180618,3a,15y,56.99h,90.19t/data%3D!3m11!1e1!3m9!1sAF1QipNFbkqL01jv09H3shX67f-n6tahgMX3xB_meXEI!2e10!3e11!6shttps://lh5.googleusercontent.com/p/AF1QipNFbkqL01jv09H3shX67f-n6tahgMX3xB_meXEI%253Dw203-h100-k-no-pi0-ya349.601-ro0-fo100!7i8192!8i4096!9m2!1b1!2i34&gl=FI&m=0&pc=m&hl=fi&src=1 [1] https://www.youtube.com/watch?v=tfhmBF4P1AM&feature=youtu.be [1] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-or-russias-invasion-of-ukraine Top URLs in Tweet in G6:
[8] https://twitter.com/UAWeapons/status/1500546275455995904 [3] https://www.niusdiario.es/ciencia-y-tecnologia/tecnologia/inteligencia-militar-alcance-prolifera-invasion-osint_18_3291497041.html [2] https://www.instagram.com/tv/CancjZFoLrV/?utm_medium=copy_link [2] https://www.enabbaladi.net/archives/554351 [2] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [1] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-or-russias-invasion-of-ukraine [1] https://www.youtube.com/watch?v=goHabUYGPSI [1] https://twitter.com/giammaiot2/status/1497739488256303108 Top URLs in Tweet in G7:
[4] https://www.oryxspioenkop.com/2022/02/attack-on-europe-documenting-equipment.html [2] https://twitter.com/VeraMBergen/status/1501227950670512132 Top URLs in Tweet in G8:
[95] 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/ [12] https://discord.com/invite/projectowl [6] https://start.me/p/6rlqdK/ukraine-experts-livemap [2] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-or-russias-invasion-of-ukraine [1] https://www.youtube.com/watch?v=s7Njq9dGNLc [1] https://twitter.com/UAWeapons/status/1500546275455995904 [1] https://www.numbers-stations.com/military/ Top URLs in Tweet in G9:
[45] https://www.hackers-arise.com/osint [31] https://www.hackers-arise.com/post/finding-vulnerabilities-in-russian-sites-with-netlas-io [30] http://Kremlin.ru [26] https://netlas.io/ [1] https://hackers-arise.com/osint [1] https://www.numbers-stations.com/russia/example-use-of-russian-military-radio-call-signs-and-frequencies/ [1] https://start.me/p/1kJKR9/commandergirl-s-suggestions [1] 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 [1] https://twitter.com/UAWeapons/status/1500546275455995904 Top URLs in Tweet in G10:
[20] https://www.theshipyard2.co.uk/navalbreakdowns/08-march-2022-ukraine-conflict-russian-units-movements [7] https://twitter.com/ua_industrial/status/1500554190636134402 [5] https://www.youtube.com/watch?v=fYUT36YGOh8 [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 [3] https://paxforpeace.nl/news/overview/environment-and-conflict-alert-ukraine-a-first-glimpse-of-the-toxic-toll-or-russias-invasion-of-ukraine [3] https://twitter.com/UkraineNews0/status/1499754662047752193 [2] https://www.theshipyard2.co.uk/navalbreakdowns/07-march-2022-ukraine-conflict-russian-units-movements [2] https://twitter.com/JominiW/status/1502175936166326272 [2] https://twitter.com/defesagovbr/status/1500141971846975494 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1587] #russia,#ukraine [1249] #osint,#russia [482] of,the [453] #ukraine,#osint [409] invasion,of [376] how,this [375] #osint,#ukraine [368] the,russian [342] in,the [317] of,russian Top Word Pairs in Tweet in G1:
[1141] #russia,#ukraine [1050] #osint,#russia [219] #military,#osint [131] of,the [126] in,the [96] a,russian [91] the,russian [75] in,ukraine [74] russian,column [74] #ukraine,#war Top Word Pairs in Tweet in G2:
[330] how,this [235] invasion,of [209] health,and [208] of,#ukraine [208] and,how [208] can,impact [208] and,environment [208] environment,here's [190] russian,invasion [166] conflict,pollution Top Word Pairs in Tweet in G3:
[131] by,8cboeing [113] #ukraine,#osint [112] russian,comms [109] #russia,#ukraine [95] #ukraine,#russia [87] of,russian [86] #ukrainerussianwar,#ukraine [83] #russia,#osint [81] transcript,of [81] comms,monitored Top Word Pairs in Tweet in G4:
[146] and,other [120] of,the [100] #osint,#socmint [86] information,about [85] large,collection [85] collection,of [84] ukraine,and [82] for,#osint [82] a,lot [82] lot,of Top Word Pairs in Tweet in G5:
[163] #osint,community [161] the,#osint [156] with,the [153] of,footage [152] a,lot [152] lot,of [152] footage,is [152] is,being [152] being,posted [152] posted,online Top Word Pairs in Tweet in G6:
[81] osint,open [81] open,source [81] source,intelligence [81] facial,recognition [66] #osint,#ukraine [65] to,be [65] video,posted [65] posted,telegram [63] to,the [62] by,what Top Word Pairs in Tweet in G7:
[95] #osint,#ukraine [91] imagine,tu [91] tu,es [91] es,à [91] à,la [91] la,tête [91] tête,d'un [91] d'un,bataillon [91] bataillon,de [91] de,tchétchènes Top Word Pairs in Tweet in G8:
[100] how,#osint [98] #russia,#ukraine [96] open,source [96] source,intelligence [95] intelligence,comes [95] comes,of [95] of,age [95] age,for [95] for,near [95] near,real Top Word Pairs in Tweet in G9:
[56] vulnerable,russian [56] russian,sites [56] sites,with [55] #osint,#infosec [55] #infosec,#ukraine [55] #ukraine,#netlas [55] #netlas,#vulnerabilities [55] #vulnerabilities,#cyberwarrior [47] of,the [46] osint,is Top Word Pairs in Tweet in G10:
[46] #osint,#ukraine [45] in,the [25] #russia,#ukraine [23] of,the [22] black,sea [21] the,black [20] 081500z,update [20] update,current [20] current,#russiannavy [20] #russiannavy,movements Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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