The graph represents a network of 16,998 Twitter users whose recent tweets contained "(maps OR map) 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 23:22 UTC.
The tweets in the network were tweeted over the 1-day, 23-hour, 57-minute period from Wednesday, 09 March 2022 at 22:24 UTC to Friday, 11 March 2022 at 22:21 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 : 16998
Unique Edges : 21067
Edges With Duplicates : 4608
Total Edges : 25675
Number of Edge Types : 5
Retweet : 14425
Replies to : 2385
Mentions : 2735
Tweet : 1835
MentionsInRetweet : 4295
Self-Loops : 1896
Reciprocated Vertex Pair Ratio : 0.00470145745181006
Reciprocated Edge Ratio : 0.00935891436593355
Connected Components : 1714
Single-Vertex Connected Components : 795
Maximum Vertices in a Connected Component : 12930
Maximum Edges in a Connected Component : 21471
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.99755
Graph Density : 7.39663899631437E-05
Modularity : 0.771212
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 16,998 Twitter users whose recent tweets contained "(maps OR map) 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 23:22 UTC.
The tweets in the network were tweeted over the 1-day, 23-hour, 57-minute period from Wednesday, 09 March 2022 at 22:24 UTC to Friday, 11 March 2022 at 22:21 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 : (maps OR map) 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:
[534] http://ow.ly/n4oj50IeQl9 [481] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response [345] https://www.theguardian.com/commentisfree/2022/mar/10/russia-ukraine-west-global-south-sanctions-war [340] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html [186] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital [180] https://trib.al/P5yEBz2 [129] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [125] https://www.telegraph.co.uk/world-news/2022/03/10/ukraine-satellite-images-nasa-map-russia-europe/ [114] https://aje.io/xjfftd [111] https://twitter.com/War_Mapper/status/1502057827661230100 Top URLs in Tweet in G1:
[86] https://twitter.com/War_Mapper/status/1502057827661230100 [10] https://www.nbcnews.com/politics/politics-news/live-blog/russia-ukraine-conflict-live-updates-n1289655/ncrd1289786#liveBlogHeader [2] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital [1] https://twitter.com/Nrg8000/status/1501942521374855172 [1] https://www.washingtonpost.com/world/2022/02/24/maps-ukraine-russia-attack/?utm_source=twitter&utm_medium=acq-intl&utm_campaign=eng-rem-world&utm_content=mapsukraine [1] https://www.washingtonpost.com/world/2022/01/21/ukraine-russia-explain-maps/?utm_source=twitter&utm_medium=acq-intl&utm_campaign=eng-rem-world&utm_content=ukrainemaps [1] https://militaryland.net/ukraine/deployment-map/ [1] https://understandingwar.bamboohr.com/jobs/view.php?id=130 [1] https://twitter.com/TheStudyofWar/status/1501694754685427714 [1] https://twitter.com/TrentTelenko/status/1502065135547994112 Top URLs in Tweet in G2:
[73] https://trib.al/Hdt8sFZ [57] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html?smid=url-share [57] https://www.washingtonpost.com/world/2022/02/24/maps-ukraine-russia-attack/?utm_source=twitter&utm_medium=acq-intl&utm_campaign=eng-rem-world&utm_content=mapsukraine [47] https://twitter.com/TheStudyofWar/status/1501694754685427714 [45] https://understandingwar.bamboohr.com/jobs/view.php?id=130 [34] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html [30] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html?referringSource=articleShare [27] http://ow.ly/n4oj50IeQl9 [27] https://trib.al/SG96es7 [25] https://www.washingtonpost.com/world/2022/01/21/ukraine-russia-explain-maps/?utm_source=twitter&utm_medium=acq-intl&utm_campaign=eng-rem-world&utm_content=ukrainemaps Top URLs in Tweet in G3:
[10] https://twitter.com/luqmannation1/status/1501318490917015554 [9] https://twitter.com/StateDept/status/1501724524311678980 [5] https://twitter.com/patrickwintour/status/1502191693570920449 [5] https://consent.google.com/ml?continue=https://www.google.com/maps/place/Mykolaiv,%2BMykolaiv%2BOblast,%2BUkraine,%2B54000/data%3D!4m2!3m1!1s0x40c5cb89fb7213d5:0x970e39fab9e05680?sa%3DX%26ved%3D2ahUKEwjAoOqh_rr2AhWwzIUKHeeCBT0Q8gF6BAgeEAE&gl=FI&m=0&pc=m&hl=fi&src=1 [4] https://t.me/Slavyangrad/4 [3] https://www.stalkerzone.org/what-are-secret-us-bio-laboratories-doing-in-ukraine/ [3] https://english.elpais.com/international/2022-03-09/the-war-in-ukraine-in-maps-scant-advances-by-russian-troops-on-the-ground-and-new-shelling-of-large-cities.html?utm_medium=Social&utm_source=Twitter&ssm=TW_CM_EN#Echobox=1647000903 [3] https://twitter.com/HN_Schlottman/status/1502140534256816130 [3] https://en.wikipedia.org/wiki/Kievan_Rus'#/media/File:East_Slavic_tribes_peoples_8th_9th_century.jpg [2] https://twitter.com/GazetaRu/status/1502381432139886602 Top URLs in Tweet in G4:
[455] http://ow.ly/n4oj50IeQl9 [391] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response [51] http://ow.ly/qAW250IcLu5 [29] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital?utm_term=622985d7fb6e5d1b0153a5f90039b33b&utm_campaign=GuardianTodayUK&utm_source=esp&utm_medium=Email&CMP=GTUK_email [18] https://www.google.com/maps/place/%D0%90RBER,+Yaroslava+Mudrogo+St,+5,+Kharkiv,+Kharkiv+Oblast,+Ukraine,+61002/data=!4m2!3m1!1s0x4127a0dce85d9dbb:0x116ccd77aca9b8d2?utm_source=mstt_1&entry=gps [14] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html [8] https://www.osinteditor.com/general/ukraine-war-uk-defence-intelligence-daily-maps/ [4] https://www.youtube.com/watch?v=vV_-5kA4gjE&feature=youtu.be [4] https://blog.google/inside-google/company-announcements/helping-ukraine/ [3] https://about.soar.earth/press-releases/maps-show-ukraine-invasion-lines-versus-existing-energy-resources.html Top URLs in Tweet in G5:
[52] https://www.telegraph.co.uk/world-news/0/ukraine-war-live-conflict-map-tracking-guide-russia-invasion-latest/ [47] https://t.me/Slavyangrad/4 [14] https://twitter.com/GazetaRu/status/1502381432139886602 [10] https://t.me/vicktop55/1231?single [8] https://www.telegraph.co.uk/world-news/2022/03/10/ukraine-satellite-images-nasa-map-russia-europe/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1646912868-1 [8] https://consent.google.com/ml?continue=https://www.google.com/maps/place/Mykolaiv,%2BMykolaiv%2BOblast,%2BUkraine,%2B54000/data%3D!4m2!3m1!1s0x40c5cb89fb7213d5:0x970e39fab9e05680?sa%3DX%26ved%3D2ahUKEwjAoOqh_rr2AhWwzIUKHeeCBT0Q8gF6BAgeEAE&gl=FI&m=0&pc=m&hl=fi&src=1 [6] https://www.omnimap.com/catalog/russia/index.htm [6] https://maps.vlasenko.net/ [5] https://twitter.com/mrnuu/status/1245936680684699648 [3] https://twitter.com/JackPosobiec/status/1501990593937002496 Top URLs in Tweet in G6:
[78] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital [38] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html [19] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital?CMP=Share_iOSApp_Other [18] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html?smid=tw-share [9] https://www.theguardian.com/commentisfree/2022/mar/10/russia-ukraine-west-global-south-sanctions-war [8] https://www.theguardian.com/world/2022/mar/07/russia-war-ukraine-complete-guide-maps-video-and-pictures [7] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital?CMP=Share_AndroidApp_Other [6] https://www.washingtonpost.com/opinions/2022/03/08/ignatius-milley-ukraine-nato/?tid=ss_tw [6] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [6] https://www.telegraph.co.uk/world-news/0/ukraine-war-live-conflict-map-tracking-guide-russia-invasion-latest/ Top URLs in Tweet in G7:
[9] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html [6] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital [4] https://euvsdisinfo.eu/weapons-of-mass-delusion/ [4] https://www.google.com/maps/d/viewer?mid=117CS67Uex2vzWTm-7AG5q44Y6iPyzi3J&usp=sharing [4] https://medipiet.isciii.es/ukraine/ [4] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1646884627 [3] http://ow.ly/n4oj50IeQl9 [3] https://twitter.com/HistoryToday/status/1501883816977125377 [3] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response [3] https://www.globalbiolabs.org/map Top URLs in Tweet in G8:
[37] https://militaryland.net/ukraine/invasion-day-15-summary/ [27] https://militaryland.net/ukraine/invasion-day-14-summary/ [12] https://www.reddit.com/r/MapPorn/comments/tazink/oc_map_of_the_current_situation_in_ukraine_march/?utm_source=share&utm_medium=ios_app&utm_name=iossmf [11] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response [11] https://theaviationist.com/2022/03/10/orbat-map-ukraine-update/ [9] https://www.theguardian.com/world/live/2022/mar/11/russia-ukraine-war-latest-news-we-are-dealing-with-a-terrorist-state-says-zelenskiy-biden-plans-fresh-russian-trade-crackdown-live?CMP=Share_AndroidApp_Other [7] http://ow.ly/n4oj50IeQl9 [7] https://www.janes.com/defence-news/news-detail/ukraine-crisis?utm_campaign=Newsroom&utm_content=200835133&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694 [4] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital?CMP=Share_iOSApp_Other [3] https://militaryland.net/ukraine/invasion-day-13-summary/ Top URLs in Tweet in G9:
[21] https://twitter.com/War_Mapper/status/1501679291314188293 [19] https://twitter.com/RemiSimasius/status/1501541308493701120 [11] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response [10] https://www.globalbiolabs.org/map [9] http://ow.ly/n4oj50IeQl9 [4] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html [4] https://twitter.com/War_Mapper/status/1502057827661230100 [3] https://militaryland.net/ukraine/invasion-day-14-summary/ [3] https://www.theguardian.com/world/2022/mar/10/mariupol-bombing-ukraine-before-and-after-satellite-images-map-russian-attack-residential-maternity-childrens-hospital?CMP=Share_AndroidApp_Other [2] https://theconversation.com/why-ukrainians-are-ready-to-fight-for-their-democracy-175649 Top URLs in Tweet in G10:
[11] http://ow.ly/n4oj50IeQl9 [9] https://www.gov.uk/government/topical-events/russian-invasion-of-ukraine-uk-government-response [7] https://github.com/zhukovyuri/VIINA [5] https://maphub.net/Cen4infoRes/russian-ukraine-monitor [1] https://twitter.com/AlexNorthrop1/status/1501916142167900165 [1] https://twitter.com/starrixx/status/1501944062386921493 [1] https://twitter.com/Skip_saylessir/status/1502363766075260929 [1] https://www.google.com/maps/place/47%C2%B005'50.7%22N+37%C2%B032'36.1%22E/@47.0972409,37.5430827,203m/data=!3m1!1e3!4m5!3m4!1s0x0:0xcd6f9b034ba7bc83!8m2!3d47.097418!4d37.543367?shorturl=1 [1] https://understandingwar.bamboohr.com/jobs/view.php?id=130 [1] https://twitter.com/TheStudyofWar/status/1501694754685427714 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5787] of,the [4906] in,ukraine [4673] map,of [3281] situation,in [2810] of,ukraine [2682] we,are [2638] the,map [2211] invasion,of [2094] this,is [1864] a,map Top Word Pairs in Tweet in G1:
[1541] this,is [1451] is,a [1451] a,quick [1451] quick,thread [1451] thread,russian [1451] russian,plans [1451] plans,maps [1451] maps,and [1451] and,trucks [1451] trucks,we Top Word Pairs in Tweet in G2:
[767] map,of [677] #ukraine,from [660] of,the [506] in,#ukraine [486] from,the [483] a,map [473] the,war [465] for,thestudyofwar [463] the,institute [463] institute,for Top Word Pairs in Tweet in G3:
[1925] of,the [970] map,of [949] battle,for [948] the,west [948] to,be [948] the,world [947] now,we [947] we,are [947] are,not [947] not,talking Top Word Pairs in Tweet in G4:
[956] the,map [922] defence,intelligence [911] in,ukraine [910] situation,in [905] the,situation [902] invasion,of [902] of,ukraine [902] latest,defence [902] intelligence,update [902] update,the Top Word Pairs in Tweet in G5:
[381] of,the [263] map,of [258] #ukraine,#russia [211] #russia,#lpr [211] #lpr,#dpr [211] #dpr,situation [211] situation,map [211] map,update [210] in,ukraine [184] situation,in Top Word Pairs in Tweet in G6:
[189] in,ukraine [118] map,of [117] of,the [108] of,ukraine [107] a,map [102] the,map [93] images,show [92] satellite,images [90] before,and [89] and,after Top Word Pairs in Tweet in G7:
[268] the,map [251] map,of [201] time,to [200] of,a [200] a,major [200] to,do [199] nuclear,power [199] do,something [197] chornobyl,nuclear [197] power,plant Top Word Pairs in Tweet in G8:
[697] situation,in [528] in,ukraine [511] of,the [508] forces,continue [508] continue,to [488] summary,of [483] march,10 [459] to,the [428] from,the [422] the,west Top Word Pairs in Tweet in G9:
[775] situation,in [757] in,ukraine [744] of,the [725] map,of [724] as,of [719] ukraine,as [718] the,approximate [718] approximate,situation [718] 00,utc [718] 03,22 Top Word Pairs in Tweet in G10:
[609] shows,the [552] of,russian [517] of,the [460] march,10th [460] over,the [460] the,first [375] putin's,war [375] war,the [375] the,ukraine [375] ukraine,daily Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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