The graph represents a network of 1,307 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 01:51 UTC.
The tweets in the network were tweeted over the 3672-day, 7-hour, 40-minute period from Wednesday, 12 December 2012 at 10:29 UTC to Sunday, 01 January 2023 at 18:09 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 : 1307
Unique Edges : 1851
Edges With Duplicates : 9958
Total Edges : 11809
Number of Edge Types : 9
Retweet : 2463
MentionsInRetweet : 4567
Mentions : 3121
MentionsInReplyTo : 462
Replies to : 184
Tweet : 848
MentionsInQuote : 83
Quote : 80
MentionsInQuoteReply : 1
Self-Loops : 1197
Reciprocated Vertex Pair Ratio : 0.0818836232753449
Reciprocated Edge Ratio : 0.151372331577488
Connected Components : 73
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 1218
Maximum Edges in a Connected Component : 11669
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.804765
Graph Density : 0.00211313565428702
Modularity : 0.171306
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,307 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 01:51 UTC.
The tweets in the network were tweeted over the 3672-day, 7-hour, 40-minute period from Wednesday, 12 December 2012 at 10:29 UTC to Sunday, 01 January 2023 at 18:09 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:
[1006] #graphconnect,talk [443] #graphconnect2018,talk [309] neo4j,#graphconnect [274] 2018,talk [239] #neo4j,#graphdatabase [208] graphconnect,2018 [201] neo4j,video [188] minute,interview [172] #graphconnect,archives [169] #neo4j,#graphconnect Top Word Pairs in Tweet in G1:
[273] #graphconnect,talk [158] #graphconnect2018,talk [128] minute,interview [108] #neo4j,#graphdatabase [105] 2018,talk [103] #graphconnect,archives [81] #connecteddata,#neo4j [68] graphconnect,2018 [55] neo4j,#graphconnect [48] blog,roundup Top Word Pairs in Tweet in G2:
[371] #graphconnect,talk [193] #graphconnect2018,talk [103] #neo4j,#graphdatabase [86] neo4j,#graphconnect [84] 2018,talk [73] graphconnect,2018 [63] #neo4j,#graphconnect [60] #connecteddata,#neo4j [55] talk,eric [53] weekly,blog Top Word Pairs in Tweet in G3:
[89] neo4j,#graphconnect [59] #graphconnect,talk [52] graphconnect,2022 [45] neo4j,graphconnect [44] live,graphconnect [43] neo4j,live [40] neo4j,video [39] liberating,knowledge [39] data,science [37] knowledge,#machinelearning Top Word Pairs in Tweet in G4:
[237] #graphconnect,talk [75] neo4j,video [61] azure,synapse [56] neo4j,#graphconnect [55] neo4j,archives [48] microsoft,graph [45] graph,data [42] #graphconnect2018,talk [38] semantics,#knowledgegraphs [35] talk,barrasadv 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:
[36] neo4j,video [31] 2018,talk [26] #graphconnect,2018 [23] jerrong,founder [23] video,zero [23] minutes,#graphconnect [23] talk,jerrong [23] enterprise,45 [23] 45,minutes [23] zero,connected Top Word Pairs in Tweet in G7:
[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 G8:
[69] azure,synapse [66] microsoft,graph [64] graph,data [35] data,connect [30] synapse,analytics [28] m365,data [25] estate,azure [25] analytics,start [25] bring,entire [25] entire,microsoft Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[3] brossard_max,edsonantunes17 [3] indrasandja,camilacolares2 [3] sarspok,pritengohil [3] go,50 [3] nihal_was_here,fojahciaoted [3] camilacolares2,nihal_was_here [3] eth,sarspok [3] ckuletzkho,nickpa201 [3] think,series [3] fojahciaoted,graphconnect Top Replied-To in Entire Graph:
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Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: