The graph represents a network of 1,300 Twitter users whose recent tweets contained "graphconnect", 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 01:48 UTC.
The tweets in the network were tweeted over the 3710-day, 9-hour, 1-minute period from Wednesday, 12 December 2012 at 10:29 UTC to Wednesday, 08 February 2023 at 19:30 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 : 1300
Unique Edges : 1824
Edges With Duplicates : 9909
Total Edges : 11733
Number of Edge Types : 9
Retweet : 2459
MentionsInRetweet : 4534
Mentions : 3090
MentionsInReplyTo : 459
Replies to : 182
Tweet : 845
MentionsInQuote : 83
Quote : 80
MentionsInQuoteReply : 1
Self-Loops : 1192
Reciprocated Vertex Pair Ratio : 0.0824242424242424
Reciprocated Edge Ratio : 0.152295632698768
Connected Components : 71
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 1215
Maximum Edges in a Connected Component : 11596
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.782272
Graph Density : 0.0021152365725114
Modularity : 0.16862
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,300 Twitter users whose recent tweets contained "graphconnect", 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 01:48 UTC.
The tweets in the network were tweeted over the 3710-day, 9-hour, 1-minute period from Wednesday, 12 December 2012 at 10:29 UTC to Wednesday, 08 February 2023 at 19:30 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 : graphconnect
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:
[1014] #graphconnect,talk [443] #graphconnect2018,talk [311] neo4j,#graphconnect [274] 2018,talk [241] #neo4j,#graphdatabase [209] graphconnect,2018 [201] neo4j,video [185] minute,interview [172] #graphconnect,archives [171] #neo4j,#graphconnect Top Word Pairs in Tweet in G1:
[277] #graphconnect,talk [158] #graphconnect2018,talk [123] minute,interview [108] #neo4j,#graphdatabase [105] 2018,talk [100] #graphconnect,archives [81] #connecteddata,#neo4j [68] graphconnect,2018 [58] neo4j,#graphconnect [47] talk,eric Top Word Pairs in Tweet in G2:
[369] #graphconnect,talk [191] #graphconnect2018,talk [103] #neo4j,#graphdatabase [87] neo4j,#graphconnect [84] 2018,talk [73] graphconnect,2018 [61] #neo4j,#graphconnect [60] #connecteddata,#neo4j [55] talk,eric [53] weekly,blog Top Word Pairs in Tweet in G3:
[101] #graphconnect,talk [97] neo4j,#graphconnect [55] neo4j,video [52] graphconnect,2022 [44] live,graphconnect [44] #graphconnect2018,talk [43] neo4j,live [42] #neo4j,#graphconnect [40] neo4j,graphconnect [39] liberating,knowledge Top Word Pairs in Tweet in G4:
[211] #graphconnect,talk [61] azure,synapse [59] neo4j,archives [52] neo4j,video [51] neo4j,#graphconnect [48] microsoft,graph [45] semantics,#knowledgegraphs [45] graph,data [42] talk,barrasadv [35] field,engineer Top Word Pairs in Tweet in G5:
[19] graphconnect,2020 [12] data,science [12] graphs,next [11] next,frontier [11] frontier,data [10] science,#graphconnect [9] #data,#september [9] #september,#neo4j [9] #graphconnect,#data [7] cfp,opens Top Word Pairs in Tweet in G6:
[11] machine,learning [10] present,future [9] nodexl,neo4j [9] watch,hmason [9] keynote,rec [9] artificial,intelligence [9] talking,present [9] learning,during [9] hmason,talking [9] intelligence,machine Top Word Pairs in Tweet in G7:
[36] neo4j,video [31] 2018,talk [24] #graphconnect,2018 [24] enterprise,45 [24] minutes,#graphconnect [24] jerrong,founder [24] connected,enterprise [24] video,zero [24] zero,connected [24] 45,minutes Top Word Pairs in Tweet in G8:
[70] azure,synapse [66] microsoft,graph [64] graph,data [35] data,connect [30] synapse,analytics [28] m365,data [25] estate,azure [25] bring,entire [25] analytics,start [25] data,estate Top Word Pairs in Tweet in G9:
[32] #graphconnect,talk [19] bmaddenceo,ceo [19] talk,bmaddenceo [17] future,#datavisualization [17] #datavisualization,#graphconnect [16] ceo,tsawyersoftware [9] neo4j,archives [7] neo4j,future [7] #graphconnect,2022 [7] archives,future Top Word Pairs in Tweet in G10:
[5] dezeen,dohertyjf [5] graphconnect,esloof [4] socioviznet,graphconnect [4] dohertyjf,socioviznet [4] research,errors [4] #funny,#fridayfun [4] #datascience,#funny [4] #fridayfun,dezeen [4] types,research [4] errors,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: