The graph represents a network of 18,961 Twitter users whose recent tweets contained "social analytics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 11/29/2023 8:19:06 AM. The network was obtained from Twitter on Wednesday, 29 November 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 3827-day, 17-hour, 19-minute period from Thursday, 06 June 2013 at 22:14 UTC to Wednesday, 29 November 2023 at 15:34 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 : 18961
Unique Edges : 15671
Edges With Duplicates : 9711
Total Edges : 25382
Number of Edge Types : 9
Replies to : 6342
Quote : 489
Tweet : 11234
Mentions : 3704
MentionsInReplyTo : 2891
Retweet : 333
MentionsInRetweet : 90
MentionsInQuote : 231
MentionsInQuoteReply : 68
Self-Loops : 15656
Reciprocated Vertex Pair Ratio : 0.00996960486322188
Reciprocated Edge Ratio : 0.019742385939569
Connected Components : 11632
Single-Vertex Connected Components : 9295
Maximum Vertices in a Connected Component : 2423
Maximum Edges in a Connected Component : 5304
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 8.932423
Graph Density : 2.31070571906759E-05
Modularity : 0.485108
NodeXL Version : 1.0.1.526
Data Import : The graph represents a network of 18,961 Twitter users whose recent tweets contained "social analytics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 11/29/2023 8:19:06 AM. The network was obtained from Twitter on Wednesday, 29 November 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 3827-day, 17-hour, 19-minute period from Thursday, 06 June 2013 at 22:14 UTC to Wednesday, 29 November 2023 at 15:34 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 : TwitterSearch3
Graph Term : social analytics
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[17149] social,media [3537] media,analytics [1642] data,analytics [1444] media,marketing [1261] google,analytics [1194] analytics,tools [1121] analytics,social [1107] digital,marketing [925] media,management [616] content,creation Top Word Pairs in Tweet in G1:
[12469] social,media [2530] media,analytics [1180] media,marketing [1096] data,analytics [1034] google,analytics [958] digital,marketing [922] analytics,tools [789] analytics,social [663] media,management [526] content,creation Top Word Pairs in Tweet in G2:
[873] social,media [167] media,analytics [113] analytics,tools [100] media,management [83] consumer,insights [67] twitter,analytics [61] media,strategy [61] analyze,data [60] google,analytics [59] media,data Top Word Pairs in Tweet in G3:
[109] #statstwitter,#socialanalytics [107] january,2023 [107] saw,largest [107] #twitter,january [95] programs,saw [56] engagement,#twitter [55] growth,engagement [53] largest,growth [53] largest,total [53] total,growth Top Word Pairs in Tweet in G4:
[233] social,media [164] #strategy,#marketing [123] #marketing,#automation [123] #automation,#analytics [41] #analytics,#alexavery [41] #marketing,#analytics [29] media,analytics [28] media,profiles [27] publishing,analytics [26] collaboration,recurring Top Word Pairs in Tweet in G5:
[82] social,media [54] social,design [49] microblog,social [49] design,antgrasso [43] #bigdata,#analytics [38] data,analytics [37] #tech,#data [37] #artificialintelligence,#machinelearning [36] #ai,#ml [35] #machinelearning,#datascience Top Word Pairs in Tweet in G6:
[46] social,media [41] social,analytics [21] analytics,platform [15] #statstwitter,#socialanalytics [15] lunarcrush,social [10] #socialanalytics,#nbatwitter [10] 5m,series [9] #nbatwitter,#basketballtwitter [9] #basketballtwitter,#nbaontnt [8] platform,lunarcrush Top Word Pairs in Tweet in G7:
[223] social,media [77] media,marketing [76] metrics,analytics [72] media,analytics [59] marketing,metrics [59] importance,social [50] analytics,projectconsult5 [44] analytics,tools [36] best,social [29] analytics,plugins Top Word Pairs in Tweet in G8:
[25] social,media [6] media,analytics [4] data,analytics [4] social,analytics [3] cambridge,analytics [3] decentralized,social [3] social,credit [3] web3,social [3] predictive,analytics [3] performers,7d Top Word Pairs in Tweet in G9:
[32] social,media [32] media,analytics [17] bigboxcoid,social [7] bigboxcoid,jawabannya [6] adalah,social [5] analytics,ikutan [5] yuk,ikutan [4] analytics,yuk [4] jawabannya,social [4] jawabannya,adalah Top Word Pairs in Tweet in G10:
[6] social,media [3] data,analytics [3] nft,analytics [2] channels,pudgypenguins [2] aside,pudgy [2] lens,social [2] _buildspace,_nightsweekends [2] awesome,job [2] penguins,doing [2] doing,awesome 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 G4:
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: