The graph represents a network of 686 Twitter users whose recent tweets contained "#TwitterSmarter", 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 16:54 UTC.
The tweets in the network were tweeted over the 2073-day, 15-hour, 52-minute period from Monday, 10 July 2017 at 08:06 UTC to Tuesday, 14 March 2023 at 23:59 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 : 686
Unique Edges : 770
Edges With Duplicates : 12993
Total Edges : 13763
Number of Edge Types : 9
Retweet : 2387
MentionsInRetweet : 4402
Tweet : 457
Mentions : 993
MentionsInReplyTo : 3455
Replies to : 1702
MentionsInQuoteReply : 38
Quote : 228
MentionsInQuote : 101
Self-Loops : 1226
Reciprocated Vertex Pair Ratio : 0.165114835505897
Reciprocated Edge Ratio : 0.283431006925946
Connected Components : 92
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 523
Maximum Edges in a Connected Component : 13490
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.000897
Graph Density : 0.00399438190291758
Modularity : 0.092917
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 686 Twitter users whose recent tweets contained "#TwitterSmarter", 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 16:54 UTC.
The tweets in the network were tweeted over the 2073-day, 15-hour, 52-minute period from Monday, 10 July 2017 at 08:06 UTC to Tuesday, 14 March 2023 at 23:59 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 : #TwitterSmarter
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:
[687] #twittersmarter,chat [246] madalynsklar,#twittersmarter [234] social,media [167] sabrinacadini,albermoire [164] albermoire,darcydeleon [116] fuhsionmktg,s_narmadhaa [113] fuhsionmktg,madalynsklar [104] lanceaschart,madalynsklar [102] chat,guest [101] #twittersmarter,featuring Top Word Pairs in Tweet in G1:
[370] #twittersmarter,chat [105] social,media [79] madalynsklar,#twittersmarter [65] today's,#twittersmarter [61] badredheadmedia,madalynsklar [55] lanceaschart,madalynsklar [52] chat,guest [42] sabrinacadini,albermoire [40] over,spaces [39] special,guest Top Word Pairs in Tweet in G2:
[307] #twittersmarter,chat [165] madalynsklar,#twittersmarter [126] albermoire,darcydeleon [125] sabrinacadini,albermoire [118] social,media [94] fuhsionmktg,madalynsklar [87] fuhsionmktg,s_narmadhaa [75] madalynsklar,fuhsionmktg [74] darcydeleon,fuhsionmktg [72] madalynsklar,sabrinacadini Top Word Pairs in Tweet in G3:
[99] #twittersmarter,featuring [89] madalynsklar,tealfeed [71] #marketing,#twittersmarter [20] #mondayblogs,#twittersmarter [11] jonwesselink,tweepsmap [8] jonwesselink,madalynsklar [8] featuring,mllnnlmotivator [8] personal,brand [7] madalynsklar,tweepsmap [7] featuring,rachelintheoc Top Word Pairs in Tweet in G4:
[6] gt,gt [5] #overlay,#graphic [5] #twittersmarter,#twitch [5] #twitch,#twittersmarter [5] #art,#overlay [5] #twitchemotes,#twitchemoteartist [5] #animate,#twitchstreamers [5] #graphic,#designer [5] #twitchstreamers,#artmoots [5] #twitter,#twittersmarter Top Word Pairs in Tweet in G5:
[33] angelina,jolie [33] bollgare,petraau [33] jolie,#twitter [33] petraau,bee [33] #therapy,angelina [33] same,see [33] natgeophotos,natgeotv [33] see,natgeo [33] bee,#therapy [33] natgeo,natgeophotos Top Word Pairs in Tweet in G6:
[6] joined,twitter [5] व,टर [4] ब,द [4] त,ह [3] ल,ट [3] 2fa,pay [3] न,त [3] elonmusk,#twittersmarter [3] #mytwitteranniversary,joined [3] ट,व Top Word Pairs in Tweet in G7:
[21] #twitter,#flokifi [21] #flokifi,#crypto [21] ceo,twitter [21] twitter,#twitter [21] #elonmusk,#twittersmarter [21] #crypto,#elonmusk [21] #floki,ceo [20] coin_gabbar,#floki Top Word Pairs in Tweet in G8:
[33] mindset,metaphors [33] daily,inspiration [33] metaphors,daily [33] latest,mindset [33] #travel,#twittersmarter [28] inspiration,thanks [8] thanks,greenwichwriter [5] donnainsma,#travel [5] inspiration,#travel [5] greenwichwriter,#travel Top Word Pairs in Tweet in G9:
[3] both,v2 [3] twitter,api [3] legion_mj,#twitter [3] proportionate,purchasing [3] #twitter,rolling [3] free,access [3] longer,support [3] india,see [3] api,both [3] twitterblue,india 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 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: