The graph represents a network of 3,627 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 22:54 UTC.
The tweets in the network were tweeted over the 2829-day, 2-hour, 47-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 08 March 2023 at 20:01 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 : 3627
Unique Edges : 4275
Edges With Duplicates : 27481
Total Edges : 31756
Number of Edge Types : 9
Mentions : 2151
MentionsInReplyTo : 8742
Replies to : 810
Retweet : 3549
MentionsInRetweet : 14712
Tweet : 443
Quote : 99
MentionsInQuote : 1045
MentionsInQuoteReply : 205
Self-Loops : 3060
Reciprocated Vertex Pair Ratio : 0.0722734953854153
Reciprocated Edge Ratio : 0.134804218693175
Connected Components : 269
Single-Vertex Connected Components : 133
Maximum Vertices in a Connected Component : 2769
Maximum Edges in a Connected Component : 29678
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.062513
Graph Density : 0.000627228737827816
Modularity : 0.21787
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,627 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 22:54 UTC.
The tweets in the network were tweeted over the 2829-day, 2-hour, 47-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 08 March 2023 at 20:01 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:
[2186] marc,smith [1150] dancer,marc [864] sir,dancer [864] ajith,sir [727] #ak,#ajith [726] #thunivu,#nogutsnoglory [726] smith,#ak [726] #ajithkumar,#hvinoth [726] #ajith,#ajithkumar [726] #hvinoth,#thunivu Top Word Pairs in Tweet in G1:
[1150] dancer,marc [1150] marc,smith [864] ajith,sir [864] sir,dancer [726] #nogutsnoglory,#thunivupongal [726] smith,#ak [726] #thunivu,#nogutsnoglory [726] #ak,#ajith [726] #ajithkumar,#hvinoth [726] #hvinoth,#thunivu Top Word Pairs in Tweet in G2:
[380] digital_howell,yuhelenyu [315] jbarbosapr,digital_howell [311] yuhelenyu,curieuxexplorer [269] curieuxexplorer,grattongirl [230] grattongirl,chuckdbrooks [227] yuhelenyu,grattongirl [226] chuckdbrooks,mikeflache [207] please,see [203] eli_krumova,#happymonday [195] eli_krumova,#newweek Top Word Pairs in Tweet in G3:
[103] twittersupport,thatumbrella [94] thatumbrella,snowballing2020 [94] marc_smith,nodexlacademy [94] snowballing2020,twitter [91] twitter,marc_smith [84] tobeycakes,twittersupport [76] social,media [74] cbouzy,marc_smith [74] ianrunkle,cbouzy [63] teresa20358388,tobeycakes Top Word Pairs in Tweet in G4:
[6] littlepipi88,marc_smith_dr [6] twitter,members [6] shanlin50237940,littlepipi88 [6] marc_smith_dr,ardammokan [6] pengj_2015,shanlin50237940 [6] nfts,twitter [6] ardammokan,dudamel_perez [5] aphodlz,solanrazi [5] dudamel_perez,todsarticles [5] nedsnft,rory_lebron Top Word Pairs in Tweet in G5:
[170] marc,smith [33] pastor,marc [29] director,marc [23] contempt,court [19] smith,buy [19] buy,song [18] dcfs,director [15] smith,service [14] smith,pm [14] pm,service Top Word Pairs in Tweet in G6:
[90] hashtagmarketi7,nodexl [88] nodexl,fitur_madrid [88] fitur_madrid,paoloigna1 [88] jesusalvarezg,ifema [88] paoloigna1,jesusalvarezg [84] ifema,sitioparapostre [70] sitioparapostre,jatirado [54] activithink,hashtagmarketi7 [39] cartaginense51,activithink [32] jatirado,carlo Top Word Pairs in Tweet in G7:
[81] marc,smith [80] dcfs,director [79] director,marc [66] held,contempt [65] contempt,court [64] times,unlike [64] 12,times [64] ll,fire [64] jb,ll [64] court,12 Top Word Pairs in Tweet in G8:
[76] marc,smith [28] lecture,palaeography [28] memorial,lecture [28] coffin,memorial [25] john,coffin [25] professor,marc [19] palaeography,2022 [16] remi,guedon [16] 2022,consacré [16] friday,17 Top Word Pairs in Tweet in G9:
[73] marc,smith [34] hughes,spotted [34] kids,safe [34] working,asda [34] marc,hughes [34] smith,aka [34] spotted,working [34] please,keep [34] keep,kids [34] asda,kilmarnock Top Word Pairs in Tweet in G10:
[23] boss,ozgur_bbh [23] infoseccomm,medium [23] using,vulnerability [23] vulnerability,#analytics [23] learn,more [23] medium,learn [23] ozgur_bbh,infoseccomm [23] #analytics,feature [23] feature,boss [18] ronald_vanloon,using Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G6:
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: