The graph represents a network of 1,876 Twitter users whose recent tweets contained "CenDemTech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/28/2023 8:25:50 AM. The network was obtained from Twitter on Monday, 28 August 2023 at 16:12 UTC.
The tweets in the network were tweeted over the 577-day, 6-hour, 12-minute period from Friday, 28 January 2022 at 09:03 UTC to Monday, 28 August 2023 at 15:16 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1876
Unique Edges : 3160
Edges With Duplicates : 7740
Total Edges : 10900
Number of Edge Types : 9
Replies to : 1491
Quote : 280
MentionsInQuoteReply : 203
MentionsInReplyTo : 5143
Mentions : 2863
MentionsInQuote : 641
MentionsInRetweet : 30
Retweet : 34
Tweet : 215
Self-Loops : 1914
Reciprocated Vertex Pair Ratio : 0.0422428966557707
Reciprocated Edge Ratio : 0.0810615199034982
Connected Components : 30
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 1847
Maximum Edges in a Connected Component : 10890
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.930593
Graph Density : 0.00117839374555792
Modularity : 0.278451
NodeXL Version : 1.0.1.520
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292320
Data Import : The graph represents a network of 1,876 Twitter users whose recent tweets contained "CenDemTech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/28/2023 8:25:50 AM. The network was obtained from Twitter on Monday, 28 August 2023 at 16:12 UTC.
The tweets in the network were tweeted over the 577-day, 6-hour, 12-minute period from Friday, 28 January 2022 at 09:03 UTC to Monday, 28 August 2023 at 15:16 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : CenDemTech
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[115] social,media [68] law,enforcement [59] alexreevegivens,cendemtech [57] civil,rights [54] human,rights [49] ellanso,cendemtech [47] data,privacy [45] civil,society [45] nedemocracy,cendemtech [44] ceo,alexreevegivens Top Word Pairs in Tweet in G1:
[74] social,media [57] law,enforcement [49] civil,rights [43] human,rights [40] ceo,alexreevegivens [37] civil,society [35] samir,jain [32] gabenicholas,aliyabhatia [32] alexreevegivens,alexreevegivens [30] eff,cendemtech Top Word Pairs in Tweet in G2:
[41] ellanso,cendemtech [39] neil_chilson,standtogether [39] meta,ellanso [37] katersully,meta [37] standtogether,katersully [35] alexreevegivens,cendemtech [35] social,media [28] content,moderation [26] data,privacy [26] government,content Top Word Pairs in Tweet in G3:
[45] nedemocracy,cendemtech [26] cendemtech,democracynow [24] ngnyouthforum,official_nyp1 [24] democracynow,adaanambra2023 [24] opendemocracy,renew_democracy [24] renew_democracy,nedemocracy [24] auyouthprogram,ngnyouthforum [24] adaanambra2023,au_youthenvoy [24] au_youthenvoy,auyouthprogram [24] aylinitiative,opendemocracy Top Word Pairs in Tweet in G4:
[8] alexreevegivens,cendemtech [7] mozillafestival,champlainsl [7] patrimoinecdn,cendemtech [7] christelletono,africalawtech [7] africalawtech,mozillafestival [7] cendemtech,cyberjusticelab [7] pablorodriguez,patrimoinecdn [7] geomblog,cward1e [7] cyberjusticelab,ebrahim_bagheri [7] tanguaygen,marielzatalks Top Word Pairs in Tweet in G5:
[20] cendemtech,uclatech [18] dineshballiah,sbungalwa [18] iab,dineshballiah [18] witsuniversity,pressgazette [18] uclatech,internews [18] misaregional,newsalliance [18] mediaguardian,journalismnews [18] mpasa_online,misaregional [18] tainitiative,cendemtech [18] pressgazette,cmagovuk Top Word Pairs in Tweet in G6:
[4] cosn,setda [3] cendemtech,progresschamber [3] all4ed,cendemtech [3] schools,libraries [3] greatcityschls,all4ed [3] nsbapubliced,all4ed [2] engineorg,fightfortheftr [2] startupsusaorg,cendemtech [2] greatcityschls,nsbapubliced [2] ctatech,devsalliance Top Word Pairs in Tweet in G7:
[6] ftc,cendemtech [4] nclc4consumers,uspirg [4] data,brokers [4] rkslaughterftc,ftc [4] aminanvary,rkslaughterftc [3] cendemtech,consumeraction [3] justfutureslaw,conmijente [3] torguard,aminanvary [3] conmijente,nclc4consumers [3] consumeraction,consumerreports Top Word Pairs in Tweet in G8:
[6] joebeone,cendemtech [5] ashleyrgold,axios [5] cendemtech,ashleyrgold [3] jimsavell,cendemtech [2] app,store [2] nistcyber,issaintl [2] digiphile,cendemtech [2] cendemtech,gabenicholas [2] aliyabhatia,monojitchou [2] vukosi,jacquelinefrowe Top Word Pairs in Tweet in G9:
[17] thebridge,update [13] policy,counsel [11] arianaaboulafia,cendemtech [10] equity,civic [10] civic,technology [9] democracy,technology [9] technology,cendemtech [9] center,democracy [8] technology,project [7] #jobs,#fellowships Top Word Pairs in Tweet in G10:
[2] means,computation [2] last,year [2] big,tech [2] seize,means 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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