The graph represents a network of 3,603 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 21:54 UTC.
The tweets in the network were tweeted over the 2836-day, 0-hour, 47-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 15 March 2023 at 18:00 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 : 3603
Unique Edges : 4287
Edges With Duplicates : 27928
Total Edges : 32215
Number of Edge Types : 9
MentionsInReplyTo : 8715
Mentions : 2122
Replies to : 813
Retweet : 3582
MentionsInRetweet : 15155
Tweet : 425
Quote : 98
MentionsInQuote : 1050
MentionsInQuoteReply : 255
Self-Loops : 3149
Reciprocated Vertex Pair Ratio : 0.0727296383034088
Reciprocated Edge Ratio : 0.135597331716192
Connected Components : 264
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 2767
Maximum Edges in a Connected Component : 30169
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.026426
Graph Density : 0.000635305608581164
Modularity : 0.213945
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,603 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 21:54 UTC.
The tweets in the network were tweeted over the 2836-day, 0-hour, 47-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 15 March 2023 at 18:00 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:
[2165] marc,smith [1150] dancer,marc [863] sir,dancer [863] ajith,sir [726] #ak,#ajith [725] #thunivu,#nogutsnoglory [725] smith,#ak [725] #ajithkumar,#hvinoth [725] #ajith,#ajithkumar [725] #hvinoth,#thunivu Top Word Pairs in Tweet in G1:
[1150] dancer,marc [1150] marc,smith [863] ajith,sir [863] sir,dancer [725] #nogutsnoglory,#thunivupongal [725] smith,#ak [725] #thunivu,#nogutsnoglory [725] #ak,#ajith [725] #ajithkumar,#hvinoth [725] #hvinoth,#thunivu Top Word Pairs in Tweet in G2:
[397] digital_howell,yuhelenyu [332] jbarbosapr,digital_howell [328] yuhelenyu,curieuxexplorer [284] curieuxexplorer,grattongirl [240] grattongirl,chuckdbrooks [236] chuckdbrooks,mikeflache [231] yuhelenyu,grattongirl [225] please,see [215] eli_krumova,#happymonday [210] eli_krumova,please Top Word Pairs in Tweet in G3:
[103] twittersupport,thatumbrella [94] marc_smith,nodexlacademy [94] snowballing2020,twitter [94] thatumbrella,snowballing2020 [91] twitter,marc_smith [84] tobeycakes,twittersupport [74] ianrunkle,cbouzy [74] cbouzy,marc_smith [72] social,media [63] teresa20358388,tobeycakes Top Word Pairs in Tweet in G4:
[159] marc,smith [29] pastor,marc [23] director,marc [19] contempt,court [18] smith,buy [18] buy,song [15] dcfs,director [13] smith,service [12] pm,service [12] smith,pm Top Word Pairs in Tweet in G5:
[96] hashtagmarketi7,nodexl [94] jesusalvarezg,ifema [94] paoloigna1,jesusalvarezg [94] nodexl,fitur_madrid [94] fitur_madrid,paoloigna1 [90] ifema,sitioparapostre [76] sitioparapostre,jatirado [54] activithink,hashtagmarketi7 [39] cartaginense51,activithink [36] cartaginense51,hashtagmarketi7 Top Word Pairs in Tweet in G6:
[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 G7:
[76] marc,smith [28] memorial,lecture [28] coffin,memorial [28] lecture,palaeography [25] john,coffin [25] professor,marc [19] palaeography,2022 [16] seminar,professor [16] book,seminar [16] paléographie,marc Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[75] 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:
[7] marc_smith_dr,ardammokan [7] ardammokan,dudamel_perez [6] littlepipi88,marc_smith_dr [6] aphodlz,solanrazi [6] shanlin50237940,littlepipi88 [6] pengj_2015,shanlin50237940 [5] dudamel_perez,todsarticles [5] todsarticles,aphodlz [4] solanrazi,shoheitomaru [4] michael69635869,zaecrypto 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: