The graph represents a network of 4,081 Twitter users whose recent tweets contained "marc_smith", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 22:54 UTC.
The tweets in the network were tweeted over the 2773-day, 4-hour, 32-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 11 January 2023 at 21:45 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 : 4081
Unique Edges : 4492
Edges With Duplicates : 22079
Total Edges : 26571
Number of Edge Types : 9
Mentions : 2486
MentionsInReplyTo : 8195
Replies to : 859
Retweet : 3191
MentionsInRetweet : 9988
Tweet : 658
MentionsInQuoteReply : 86
Quote : 113
MentionsInQuote : 995
Self-Loops : 2161
Reciprocated Vertex Pair Ratio : 0.0679207170811766
Reciprocated Edge Ratio : 0.127201796902707
Connected Components : 333
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 2377
Maximum Edges in a Connected Component : 23187
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.018872
Graph Density : 0.000508033402040061
Modularity : 0.265159
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,081 Twitter users whose recent tweets contained "marc_smith", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 22:54 UTC.
The tweets in the network were tweeted over the 2773-day, 4-hour, 32-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 11 January 2023 at 21:45 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 : TwitterSearch2
Graph Term : marc_smith
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2572] marc,smith [1181] dancer,marc [886] sir,dancer [886] ajith,sir [746] #ak,#ajith [745] #thunivu,#nogutsnoglory [745] smith,#ak [745] #ajithkumar,#hvinoth [745] #ajith,#ajithkumar [745] #hvinoth,#thunivu Top Word Pairs in Tweet in G1:
[1181] dancer,marc [1181] marc,smith [886] ajith,sir [886] sir,dancer [745] #nogutsnoglory,#thunivupongal [745] smith,#ak [745] #thunivu,#nogutsnoglory [745] #ak,#ajith [745] #ajithkumar,#hvinoth [745] #hvinoth,#thunivu Top Word Pairs in Tweet in G2:
[184] digital_howell,yuhelenyu [135] jbarbosapr,digital_howell [134] yuhelenyu,curieuxexplorer [130] yuhelenyu,grattongirl [118] curieuxexplorer,grattongirl [115] grattongirl,chuckdbrooks [113] chuckdbrooks,mikeflache [112] eli_krumova,#newweek [108] nodexl_mktng,smr_foundation [99] smr_foundation,marc_smith Top Word Pairs in Tweet in G3:
[7] nfts,twitter [7] twitter,members [6] isaiahgrey93,marc_smith_dr [6] cryptomyller,nedsnft [6] marc_smith_dr,clammyeth [6] 300,nfts [6] rory_lebron,isaiahgrey93 [6] wl,spots [6] clammyeth,orsuantonu [6] members,co Top Word Pairs in Tweet in G4:
[228] marc,smith [217] dcfs,director [211] director,marc [152] contempt,court [121] held,contempt [115] smith,held [70] illinois,dcfs [64] 12,times [64] court,12 [64] darrenbaileyil,pritzker Top Word Pairs in Tweet in G5:
[265] marc,smith [94] director,marc [76] dcfs,director [49] illinois,dcfs [46] contempt,court [31] cook,county [31] pastor,marc [28] smith,contempt [23] held,contempt [21] smith,buy Top Word Pairs in Tweet in G6:
[125] again,failing [125] both,kids [125] kids,languish [125] dcfs,hot [125] protect,both [125] failing,protect [125] languish,hospitals [125] water,again [125] hospitals,reason [125] hot,water Top Word Pairs in Tweet in G7:
[68] marc,smith [28] écritures,mondes [28] mondes,anciens [27] smith,professeur [19] notre,#chaîneyoutube [19] disponible,notre [19] nouvelle,#vidéo [19] #vidéo,disponible [19] #cycledeconférences,nouvelle [19] anciens,#cycledeconférences Top Word Pairs in Tweet in G8:
[35] #dataanalytics,#analysis [32] tomonews,tomonewsus [32] #datascience,#data [32] #data,#dataanalytics [32] huge,meteor [32] atmosphere,tomonews [32] explodes,earth's [32] earth's,atmosphere [32] tomonewsus,#datascience [32] meteor,explodes Top Word Pairs in Tweet in G9:
[34] digital_howell,yuhelenyu [29] jbarbosapr,digital_howell [27] yuhelenyu,curieuxexplorer [23] grattongirl,chuckdbrooks [23] curieuxexplorer,grattongirl [21] chuckdbrooks,mikeflache [20] hashtagmarketi7,marc_smith [20] nodexl,hashtagmarketi7 [19] mikeflache,marc_smith [16] yuhelenyu,grattongirl Top Word Pairs in Tweet in G10:
[85] marc,smith [51] director,marc [40] dcfs,director [37] contempt,court [25] illinois,dcfs [14] cook,county [14] held,contempt [13] illinoisdcfs,director [12] illinoisdcfs,marc [11] smith,contempt Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: