The graph represents a network of 1,299 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 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 : 1299
Unique Edges : 1839
Edges With Duplicates : 9965
Total Edges : 11804
Number of Edge Types : 9
Retweet : 2465
MentionsInRetweet : 4564
Mentions : 3121
MentionsInReplyTo : 461
Replies to : 184
Tweet : 845
MentionsInQuote : 83
Quote : 80
MentionsInQuoteReply : 1
Self-Loops : 1195
Reciprocated Vertex Pair Ratio : 0.0822289156626506
Reciprocated Edge Ratio : 0.151962148622321
Connected Components : 70
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 1215
Maximum Edges in a Connected Component : 11668
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.783753
Graph Density : 0.00213095055933745
Modularity : 0.169976
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,299 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 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:
[1013] #graphconnect,talk [443] #graphconnect2018,talk [310] neo4j,#graphconnect [274] 2018,talk [242] #neo4j,#graphdatabase [208] graphconnect,2018 [201] neo4j,video [188] minute,interview [172] #graphconnect,archives [168] #neo4j,#graphconnect Top Word Pairs in Tweet in G1:
[273] #graphconnect,talk [156] #graphconnect2018,talk [127] minute,interview [108] #neo4j,#graphdatabase [104] 2018,talk [103] #graphconnect,archives [81] #connecteddata,#neo4j [67] graphconnect,2018 [54] neo4j,#graphconnect [48] blog,roundup Top Word Pairs in Tweet in G2:
[390] #graphconnect,talk [193] #graphconnect2018,talk [105] #neo4j,#graphdatabase [90] neo4j,#graphconnect [84] 2018,talk [73] graphconnect,2018 [64] #neo4j,#graphconnect [60] #connecteddata,#neo4j [55] talk,eric [54] weekly,blog Top Word Pairs in Tweet in G3:
[88] neo4j,#graphconnect [58] #graphconnect,talk [52] graphconnect,2022 [45] neo4j,graphconnect [44] live,graphconnect [43] neo4j,live [40] neo4j,video [39] data,science [38] liberating,knowledge [37] knowledge,#machinelearning Top Word Pairs in Tweet in G4:
[227] #graphconnect,talk [76] neo4j,video [61] azure,synapse [59] neo4j,#graphconnect [54] neo4j,archives [48] microsoft,graph [45] graph,data [44] #graphconnect2018,talk [36] 2018,talk [35] semantics,#knowledgegraphs 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:
[32] #graphconnect,talk [19] bmaddenceo,ceo [19] talk,bmaddenceo [17] future,#datavisualization [17] #datavisualization,#graphconnect [16] ceo,tsawyersoftware [9] neo4j,archives [7] archives,future [7] neo4j,future [7] #graphconnect,2022 Top Word Pairs in Tweet in G7:
[34] neo4j,video [29] 2018,talk [23] connected,enterprise [23] #graphconnect,2018 [23] zero,connected [23] talk,jerrong [23] enterprise,45 [23] video,zero [23] minutes,#graphconnect [23] jerrong,founder 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] 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:
[2] brossard_max,edsonantunes17 [2] indrasandja,camilacolares2 [2] sarspok,pritengohil [2] go,50 [2] nihal_was_here,fojahciaoted [2] camilacolares2,nihal_was_here [2] eth,sarspok [2] ckuletzkho,nickpa201 [2] think,series [2] fojahciaoted,graphconnect 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 G9:
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: