The graph represents a network of 4,164 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 22:54 UTC.
The tweets in the network were tweeted over the 2759-day, 17-hour, 40-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Thursday, 29 December 2022 at 10:53 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 : 4164
Unique Edges : 4565
Edges With Duplicates : 21105
Total Edges : 25670
Number of Edge Types : 9
Mentions : 2421
MentionsInReplyTo : 8073
Replies to : 852
Retweet : 3153
MentionsInRetweet : 9340
Tweet : 695
MentionsInQuoteReply : 76
Quote : 112
MentionsInQuote : 948
Self-Loops : 1998
Reciprocated Vertex Pair Ratio : 0.0678153846153846
Reciprocated Edge Ratio : 0.127017058552328
Connected Components : 354
Single-Vertex Connected Components : 191
Maximum Vertices in a Connected Component : 1580
Maximum Edges in a Connected Component : 19951
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.203954
Graph Density : 0.000500498075193779
Modularity : 0.280148
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,164 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 22:54 UTC.
The tweets in the network were tweeted over the 2759-day, 17-hour, 40-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Thursday, 29 December 2022 at 10:53 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:
[2660] marc,smith [1188] dancer,marc [891] sir,dancer [891] ajith,sir [750] #thunivu,#nogutsnoglory [750] #ak,#ajith [750] smith,#ak [750] #ajithkumar,#hvinoth [750] #ajith,#ajithkumar [750] #hvinoth,#thunivu Top Word Pairs in Tweet in G1:
[1188] dancer,marc [1188] marc,smith [891] ajith,sir [891] sir,dancer [750] #nogutsnoglory,#thunivupongal [750] smith,#ak [750] #thunivu,#nogutsnoglory [750] #ak,#ajith [750] #ajithkumar,#hvinoth [750] #hvinoth,#thunivu Top Word Pairs in Tweet in G2:
[120] digital_howell,yuhelenyu [113] yuhelenyu,grattongirl [103] eli_krumova,#newweek [96] nodexl_mktng,smr_foundation [84] smr_foundation,marc_smith [81] spittwalker,spirosmargaris [81] stratorob,spittwalker [81] spirosmargaris,bernardmarr [79] nodexl,nodexl_mktng [77] yuhelenyu,curieuxexplorer Top Word Pairs in Tweet in G3:
[348] marc,smith [293] director,marc [281] dcfs,director [207] contempt,court [143] held,contempt [131] smith,held [93] illinois,dcfs [66] 12,times [66] court,12 [65] darrenbaileyil,pritzker Top Word Pairs in Tweet in G4:
[7] twitter,members [7] nfts,twitter [6] cryptomyller,nedsnft [6] rory_lebron,isaiahgrey93 [6] clammyeth,orsuantonu [6] bear,market [6] marc_smith_dr,clammyeth [6] members,co [6] wl,spots [6] kitsvault,cryptomyller Top Word Pairs in Tweet in G5:
[269] marc,smith [97] director,marc [80] dcfs,director [47] contempt,court [46] illinois,dcfs [31] cook,county [29] pastor,marc [28] smith,contempt [24] held,contempt [22] department,children Top Word Pairs in Tweet in G6:
[127] again,failing [127] both,kids [127] kids,languish [127] dcfs,hot [127] protect,both [127] failing,protect [127] languish,hospitals [127] water,again [127] hospitals,reason [127] hot,water Top Word Pairs in Tweet in G7:
[34] #dataanalytics,#analysis [31] explodes,earth's [31] #data,#dataanalytics [31] meteor,explodes [31] atmosphere,tomonews [31] earth's,atmosphere [31] tomonewsus,#datascience [31] #datascience,#data [31] huge,meteor [31] tomonews,tomonewsus Top Word Pairs in Tweet in G8:
[68] marc,smith [28] mondes,anciens [28] smith,professeur [28] écritures,mondes [19] nouvelle,#vidéo [19] anciens,#cycledeconférences [19] notre,#chaîneyoutube [19] #cycledeconférences,nouvelle [19] #vidéo,disponible [19] disponible,notre Top Word Pairs in Tweet in G9:
[89] marc,smith [35] kids,safe [35] keep,kids [35] aka,marc [35] spotted,working [35] hughes,spotted [35] kilmarnock,please [35] marc,hughes [35] please,keep [35] asda,kilmarnock Top Word Pairs in Tweet in G10:
[26] digital_howell,yuhelenyu [21] yuhelenyu,curieuxexplorer [21] jbarbosapr,digital_howell [20] hashtagmarketi7,marc_smith [20] nodexl,hashtagmarketi7 [17] curieuxexplorer,grattongirl [16] mikeflache,marc_smith [15] ragusosergio,akwyz [15] chuckdbrooks,ragusosergio [15] grattongirl,chuckdbrooks Top Replied-To in Entire Graph:
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: