The graph represents a network of 3,642 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 22:54 UTC.
The tweets in the network were tweeted over the 2808-day, 5-hour, 52-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 15 February 2023 at 23:06 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 : 3642
Unique Edges : 4130
Edges With Duplicates : 26323
Total Edges : 30453
Number of Edge Types : 9
MentionsInRetweet : 13373
Retweet : 3509
MentionsInQuote : 1020
Replies to : 831
MentionsInReplyTo : 8921
Tweet : 472
Mentions : 2007
MentionsInQuoteReply : 220
Quote : 100
Self-Loops : 2748
Reciprocated Vertex Pair Ratio : 0.0723760463618802
Reciprocated Edge Ratio : 0.134982586765942
Connected Components : 284
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 2748
Maximum Edges in a Connected Component : 28364
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.132127
Graph Density : 0.000627954163493715
Modularity : 0.230275
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,642 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 22:54 UTC.
The tweets in the network were tweeted over the 2808-day, 5-hour, 52-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 15 February 2023 at 23:06 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:
[2243] marc,smith [1166] dancer,marc [875] sir,dancer [875] ajith,sir [736] #ak,#ajith [735] #thunivu,#nogutsnoglory [735] smith,#ak [735] #ajithkumar,#hvinoth [735] #ajith,#ajithkumar [735] #hvinoth,#thunivu Top Word Pairs in Tweet in G1:
[1166] dancer,marc [1166] marc,smith [875] ajith,sir [875] sir,dancer [735] #nogutsnoglory,#thunivupongal [735] smith,#ak [735] #thunivu,#nogutsnoglory [735] #ak,#ajith [735] #ajithkumar,#hvinoth [735] #hvinoth,#thunivu Top Word Pairs in Tweet in G2:
[334] digital_howell,yuhelenyu [269] jbarbosapr,digital_howell [265] yuhelenyu,curieuxexplorer [230] curieuxexplorer,grattongirl [208] yuhelenyu,grattongirl [200] grattongirl,chuckdbrooks [196] chuckdbrooks,mikeflache [177] eli_krumova,#newweek [169] eli_krumova,#happymonday [152] please,see 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:
[188] marc,smith [48] director,marc [35] dcfs,director [34] contempt,court [31] pastor,marc [20] smith,buy [20] buy,song [16] illinois,dcfs [15] court,orders [14] smith,service Top Word Pairs in Tweet in G5:
[144] marc,smith [112] director,marc [107] dcfs,director [87] contempt,court [75] held,contempt [70] smith,held [64] 12,times [64] court,12 [63] fire,failed [63] times,unlike Top Word Pairs in Tweet in G6:
[149] twittersupport,thatumbrella [134] snowballing2020,twitter [134] thatumbrella,snowballing2020 [131] marc_smith,nodexlacademy [131] twitter,marc_smith [96] pomegra81938030,picky_bee [91] moonseed16,pomegra81938030 [87] tobeycakes,twittersupport [80] ianrunkle,cbouzy [80] cbouzy,marc_smith Top Word Pairs in Tweet in G7:
[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 G8:
[90] hashtagmarketi7,nodexl [88] jesusalvarezg,ifema [88] nodexl,fitur_madrid [88] fitur_madrid,paoloigna1 [88] paoloigna1,jesusalvarezg [84] ifema,sitioparapostre [70] sitioparapostre,jatirado [54] activithink,hashtagmarketi7 [39] cartaginense51,activithink [32] jatirado,carlo Top Word Pairs in Tweet in G9:
[23] infoseccomm,medium [23] using,vulnerability [23] boss,ozgur_bbh [23] vulnerability,#analytics [23] feature,boss [23] #analytics,feature [23] medium,learn [23] learn,more [23] ozgur_bbh,infoseccomm [19] #dataanalytics,#analysis Top Word Pairs in Tweet in G10:
[83] marc,smith [28] lecture,palaeography [28] memorial,lecture [28] coffin,memorial [25] john,coffin [25] professor,marc [19] palaeography,2022 [17] smith,professeur [16] remi,guedon [16] 2022,consacré 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 G5:
Top Replied-To in G6:
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 G5:
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: