The graph represents a network of 18,323 Twitter users whose recent tweets contained "@facebook", 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, 27 October 2020 at 18:25 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 14-minute period from Monday, 26 October 2020 at 01:06 UTC to Tuesday, 27 October 2020 at 17:21 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 Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 18323
Unique Edges : 42697
Edges With Duplicates : 28135
Total Edges : 70832
Number of Edge Types : 5
Replies to : 7021
Mentions : 30315
MentionsInRetweet : 24491
Retweet : 8998
Tweet : 7
Self-Loops : 171
Reciprocated Vertex Pair Ratio : 0.0129798341693111
Reciprocated Edge Ratio : 0.0256270336910609
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 18320
Maximum Edges in a Connected Component : 70829
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.412134
Graph Density : 0.000147384378118558
Modularity : 0.459887
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 18,323 Twitter users whose recent tweets contained "@facebook", 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, 27 October 2020 at 18:25 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 14-minute period from Monday, 26 October 2020 at 01:06 UTC to Tuesday, 27 October 2020 at 17:21 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 Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : @facebook
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:
[479] https://twitter.com/ImranKhanPTI/status/1320440661385093121 [342] https://actionnetwork.org/petitions/facebook-stop-covering-for-disinformation-pushers?source=twitter& [312] https://twitter.com/jackposobiec/status/1321094829141622784 [279] https://twitter.com/BuzzFeedNews/status/1320026039851114502 [269] https://insaf.pk/news/pm-iman-khan-writes-mark-zuckerberg [134] https://www.khaleejtimes.com/world/rest-of-asia/pakistan-pm-imran-khan-asks-facebook-ceo-to-ban-islamophobic-content [117] https://twitter.com/lxxfightinghker/status/1320932066007998465 [86] https://twitter.com/TheDeshBhakt/status/1295410296119582720 [62] https://twitter.com/CNN/status/1320489318662721537 [60] https://actionnetwork.org/petitions/facebook-stop-covering-for-disinformation-pushers-sms?source=twitter& Top URLs in Tweet in G1:
[306] https://twitter.com/jackposobiec/status/1321094829141622784 [273] https://twitter.com/BuzzFeedNews/status/1320026039851114502 [169] https://twitter.com/ImranKhanPTI/status/1320440661385093121 [38] https://edition.cnn.com/2020/06/11/politics/spy-planes-george-floyd-protests/index.html [31] https://avaaz.org/act/media.php?press_id=1007 [31] https://www.dailymail.co.uk/news/article-8879553/Islamophobic-content-Facebook-blame-spike-extremism-Pakistan-PM-says.html?ito=social-twitter_mailonline [27] https://twitter.com/CNBCTV18Live/status/1321074827642335232 [24] https://www.foxbusiness.com/technology/facebook-aggressive-measures-to-combat-election-unrest#&_intcmp=hp1r_17,hp1r [22] https://www.facebook.com/careers/jobs/3204685532991261/ [20] https://m.facebook.com/story.php?story_fbid=123726699496181&id=102364814965703 Top URLs in Tweet in G2:
[117] https://twitter.com/lxxfightinghker/status/1320932066007998465 [62] https://twitter.com/CNN/status/1320489318662721537 [35] https://socialelbies.com/ [31] https://twitter.com/jkbjournalist/status/1319615409595830274 [28] https://www.youtube.com/watch?v=8Ldz4l0wWIk&feature=youtu.be [28] https://freeroots.com/go/we-deserve-to-know [26] https://membership.young.scot/home/?opt=activities/fa7e8f4e-5baf-3f1a-a65a-1968a2612ad6/Submit-Share-Your-Questions-About-Coronavirus-To-Jason-Leitch [23] https://actionaid.org/news/2020/28bn-tax-gap-exposed-actionaid-research-reveals-tip-iceberg-big-techs-big-tax-bill-global [23] https://twitter.com/andrewsweiss/status/1320726131251859458 [16] https://sloanreview.mit.edu/culture500/comparison?companies=c449,c129,c291,c143,c221,c438,c360,c516,c108,c466,c368,c128&cv=agility&utm_medium=social&utm_source=twitter&utm_campaign=Culture500 Top URLs in Tweet in G3:
[302] https://twitter.com/ImranKhanPTI/status/1320440661385093121 [269] https://insaf.pk/news/pm-iman-khan-writes-mark-zuckerberg [134] https://www.khaleejtimes.com/world/rest-of-asia/pakistan-pm-imran-khan-asks-facebook-ceo-to-ban-islamophobic-content [28] https://twitter.com/imrankhanpti/status/1320440661385093121 [14] https://twitter.com/SaqibNaveed21/status/1320452105161854977 [12] https://twitter.com/mahwashajaz_/status/1320445523875237889 [12] https://twitter.com/UfaqUqaili/status/1320800644551315458 [8] https://twitter.com/theasifshahzad/status/1320724300379422720 [8] https://twitter.com/atiqabhatti1/status/1320730048165543936 [7] https://twitter.com/Noorulsaba_Qazi/status/1320726523322765312?s=20 Top URLs in Tweet in G4:
[337] https://actionnetwork.org/petitions/facebook-stop-covering-for-disinformation-pushers?source=twitter& [58] https://actionnetwork.org/petitions/facebook-stop-covering-for-disinformation-pushers-sms?source=twitter& [58] https://twitter.com/JesseLehrich/status/1320826155134558209 [52] https://twitter.com/wsj/status/1320437694950944768 [33] https://the-citizens.com/real-facebook-oversight/doyourjob/ [32] https://www.politico.com/news/2020/10/23/facebook-block-transparency-political-ads-432038 [21] https://twitter.com/donie/status/1320809067615559680 [14] https://enewspaper.latimes.com/infinity/article_share.aspx?guid=0a01cb8b-0791-47cf-ac53-6a753ebc417b [10] https://twitter.com/MeganClasen/status/1321131720389890051 [8] https://www.wsj.com/articles/facebook-seeks-shutdown-of-nyu-research-project-into-political-ad-targeting-11603488533 Top URLs in Tweet in G5:
[85] https://twitter.com/TheDeshBhakt/status/1295410296119582720 [25] https://www.hindustantimes.com/india-news/facebook-s-india-head-of-public-policy-ankhi-das-quits-after-row-over-regulating-political-content/story-j2MCO1yWnBkiYA1O4MWKaJ.html [21] https://clarionindia.net/despite-genocidal-consequences-facebook-wilfully-failed-to-address-anti-muslim-problem-says-new-report/ [12] https://www.ndtv.com/india-news/facebook-public-policy-director-ankhi-das-quits-2316552 [9] https://anchor.fm/thedeshbhakt/episodes/Facebook-Bypassed-its-Hate-Speech-Rules-to-keep-the-Govt--happy---The-Deshbhakt-With-Akash-Banerjee-ei98je [9] https://www.youtube.com/watch?v=eZnZfqjrIus&feature=youtu.be [9] https://www.facebook.com/1557408204505902/videos/1690546001123579/?sfnsn=wiwspwa&d=w&vh=e [4] https://thenetpaper.substack.com/p/if-facebook-tailored-its-algorithms [4] https://twitter.com/billyperrigo/status/1321105694976839680 [3] https://thenetpaper.substack.com/p/facebook-bjp-and-narendra-modi-how Top URLs in Tweet in G6:
[3] https://twitter.com/CixLiv/status/1320475459830697984 [3] https://www.mobileworldlive.com/apps/news-apps/apple-takes-hit-with-facebook-cloud-game-move [3] https://qoo.ly/38ubij [3] https://aitnews.com/2020/10/26/%d9%81%d9%8a%d8%b3%d8%a8%d9%88%d9%83-%d8%aa%d8%b7%d9%84%d9%82-%d8%ae%d8%af%d9%85%d8%aa%d9%87%d8%a7-%d9%84%d9%84%d8%a3%d9%84%d8%b9%d8%a7%d8%a8-%d8%a7%d9%84%d8%b3%d8%ad%d8%a7%d8%a8%d9%8a%d8%a9-facebook/ [3] http://ow.ly/Hu9150BOVKv [3] https://www.marketingweek.com/everything-that-matters-this-morning-26-october-2020/ [2] https://www.technologymagazine.com/cloud-and-cybersecurity/facebooks-whatsapp-offer-business-cloud-hosting-services [2] https://twitter.com/mobileworldlive/status/1320769713220313089 [2] https://www.whatsnewonthenet.com/facebook-launches-cloud-gaming-digital-lifestyle/ [2] https://foundation.mozilla.org/en/blog/mozilla-urges-facebook-and-twitter-halt-dangerous-recommendations/?utm_content=buffer042f7&utm_medium=social&utm_source=twitter&utm_campaign=unfck Top URLs in Tweet in G7:
[52] https://time.com/5897501/conspiracy-theory-misinformation/ [1] https://twitter.com/DrSimonAshworth/status/1319892919663366145 [1] https://twitter.com/annahorford/status/1319636449172619268 [1] https://nypost.com/2020/10/14/email-reveals-how-hunter-biden-introduced-ukrainian-biz-man-to-dad/ [1] https://nypost.com/2020/10/22/after-confirming-hunters-influence-peddling-joe-biden-has-explaining-to-do/ Top URLs in Tweet in G8:
[2] https://patents.justia.com/patent/20020169882 [2] https://www.cooleygo.com/glossary/confidential-information-and-inventions-assignment-agreements/ [2] https://boingboing.net/2018/07/27/twitter-stock-drops-20-5-a-da.html [1] https://twitter.com/NJGirl4Health/status/1321120817133068293 [1] https://facebook.com/motoriousTV Top URLs in Tweet in G9:
[19] https://www.survivorcorps.com/ [6] https://twitter.com/TIinExile/status/1321085440477130753 [1] https://twitter.com/BuzzFeedNews/status/1320026039851114502 [1] https://twitter.com/pmsaranraj04/status/1320572607582801921 Top URLs in Tweet in G10:
[10] https://facebook.com/tableZsocial/ [6] https://www.youtube.com/watch?v=7JJ-MHtkaN0&feature=youtu.be [3] https://www.facebook.com/tableZsocial/ [2] https://twitter.com/indianrightwing/status/1321014246172311552 [2] https://www.breitbart.com/tech/2020/10/26/facebook-tries-to-shut-down-nyu-study-on-targeted-political-ads/ [1] https://twitter.com/PTI_News/status/1321077444107882502 [1] https://www.rediff.com/news/report/facebooks-ankhi-das-quits-after-hate-speech-row/20201027.htm [1] https://twitter.com/MarkZukember/status/616674205602590720 [1] https://twitter.com/samdani75419856/status/1320558384941199360 [1] https://twitter.com/MarkZukarburg/status/677823600800452608 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2113] facebook,mark [1665] mark,zuckerberg [1657] go,vote [1655] mark,go [1655] go,hell [1654] come,house [1653] told,facebook [1652] call,relative [1652] relative,idaho [1652] idaho,scared Top Word Pairs in Tweet in G1:
[1663] facebook,mark [1640] go,vote [1639] mark,go [1639] go,hell [1638] come,house [1637] told,facebook [1636] call,relative [1636] relative,idaho [1636] idaho,scared [1636] scared,go Top Word Pairs in Tweet in G2:
[506] san,francisco [458] twitter,facebook [293] facebook,twitter [267] instagram,facebook [255] facebook,instagram [252] calling,#save12hkyouths [252] francisco,hong [252] hong,kongers [252] kongers,bot [252] bot,facebook Top Word Pairs in Tweet in G3:
[1545] pm,imrankhanpti [1543] mark,zuckerberg [1162] social,media [1116] letter,ban [1114] imrankhanpti,letter [1113] user,facebook [1113] endorse,pm [1110] facebook,endorse [1110] banned,questioning [1104] media,website Top Word Pairs in Tweet in G4:
[397] petition,facebook [395] facebook,stop [394] commoncause,petition [394] stop,covering [392] covering,disinformation [391] disinformation,pushers [386] signed,commoncause [386] pushers,sign [336] political,ads [233] facebook,allow Top Word Pairs in Tweet in G5:
[237] facebook,shereenbhan [203] public,service [184] cnbctv18live,facebook [169] pursue,interest [168] public,policy [168] interest,public [167] policy,director [165] director,india [165] quits,facebook [165] step,down Top Word Pairs in Tweet in G6:
[52] oculus,facebook [22] skeeva,oculus [15] facebook,kaiostech [15] bjornritzl,onlybymidnight [15] onlybymidnight,alphasystech [15] alphasystech,unity3d [15] unity3d,android [15] android,apple [15] apple,nintendo [15] nintendo,xbox Top Word Pairs in Tweet in G7:
[220] sachabaroncohen,facebook [104] false,info [104] info,covid [52] facebook,criticized [52] criticized,blocking [52] blocking,false [52] covid,ai [52] ai,blocking [52] blocking,article [52] article,photo Top Word Pairs in Tweet in G8:
[4] asswurx,reconnews [4] paulmorristim,timporn [4] dino_maserati,maseratidino [3] jack,dickc [3] dickc,biz [3] eu_justice,ftc [2] nypd34pct,nypdnews [2] nypdnews,nypddetectives [2] nypddetectives,nypdshea [2] nypdshea,nypdchiefpatrol Top Word Pairs in Tweet in G9:
[169] क,ई [86] न,ह [86] ह,क [51] न,क [48] स,ट [47] न,म [47] क,ल [47] य,ह [46] च,ह [46] ओब,स Top Word Pairs in Tweet in G10:
[76] nifindia,indiadst [50] indiadst,mygovindia [50] mygovindia,facebook [50] facebook,narendramodi [50] narendramodi,drharshvardhan [50] drharshvardhan,vipinnif [50] vipinnif,amitshah [50] amitshah,amitabhk87 [50] amitabhk87,manojsinha_ [50] manojsinha_,nitiaayog 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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Top Tweeters in G10: