The graph represents a network of 3,469 Twitter users whose recent tweets contained "graph database", 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 17:19 UTC.
The tweets in the network were tweeted over the 1492-day, 14-hour, 49-minute period from Sunday, 06 January 2019 at 09:28 UTC to Tuesday, 07 February 2023 at 00:17 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 : 3469
Unique Edges : 1665
Edges With Duplicates : 7535
Total Edges : 9200
Number of Edge Types : 9
Retweet : 2012
MentionsInRetweet : 2465
Mentions : 507
Replies to : 688
MentionsInReplyTo : 997
Tweet : 2421
MentionsInQuoteReply : 14
Quote : 60
MentionsInQuote : 36
Self-Loops : 2818
Reciprocated Vertex Pair Ratio : 0.051978735971648
Reciprocated Edge Ratio : 0.098820887142055
Connected Components : 742
Single-Vertex Connected Components : 413
Maximum Vertices in a Connected Component : 1151
Maximum Edges in a Connected Component : 3449
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.320358
Graph Density : 0.000296080991533846
Modularity : 0.388209
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,469 Twitter users whose recent tweets contained "graph database", 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 17:19 UTC.
The tweets in the network were tweeted over the 1492-day, 14-hour, 49-minute period from Sunday, 06 January 2019 at 09:28 UTC to Tuesday, 07 February 2023 at 00:17 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 : graph database
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:
[1462] graph,database [985] sudden,deaths [983] searched,co [983] database,sudden [983] authors,searched [983] anonymous,authors [983] deaths,made [982] made,graph [980] interesting,anonymous [980] snfujy2k72,database Top Word Pairs in Tweet in G1:
[978] deaths,made [978] searched,co [978] authors,searched [978] anonymous,authors [978] database,sudden [978] sudden,deaths [977] made,graph [976] interesting,anonymous [976] snfujy2k72,database [976] co,snfujy2k72 Top Word Pairs in Tweet in G2:
[361] graph,database [38] neo4j,graph [34] high,fidelity [34] fidelity,graph [34] software,security [33] data,management [33] metadata,high [33] security,metadata [33] aggregates,software [30] bullshit,graph Top Word Pairs in Tweet in G3:
[197] graph,database [38] neo4j,graph [29] cosmos,db [29] azure,cosmos [28] hubbucket,inc [28] graph,workloads [25] delhi,ncr [24] database,types [24] department,hubbucket [24] data,engineering Top Word Pairs in Tweet in G4:
[96] unarmed,black [96] men,killed [95] cops,2019 [95] many,liberals [95] killed,cops [95] black,men [94] 2019,many [94] think,value [94] graph,perceived [94] liberals,think Top Word Pairs in Tweet in G5:
[230] #graphdatabase,#memgraphdb [206] #memgraph,#graphdatabase [169] #memgraphdb,#database [166] graph,database [100] #memgraph,#database [88] graph,databases [72] #database,#graphdatabase [33] data,lineage [28] open,source [28] relational,databases Top Word Pairs in Tweet in G6:
[63] graph,database [43] document,graph [43] scalable,distributed [43] distributed,collaborative [43] surrealdb,scalable [43] realtime,web [43] collaborative,document [43] database,realtime [38] rusttrending,surrealdb [21] web,16529 Top Word Pairs in Tweet in G7:
[39] graph,database [29] database,system [29] use,graph [29] kùzu,embeddable [28] release,kùzu [28] embeddable,easy [28] very,excited [28] system,great [28] excited,publicly [28] publicly,release Top Word Pairs in Tweet in G8:
[612] #memgraph,#database [549] #database,#memgraphdb [548] #memgraphdb,#graphdatabase [506] #database,#graphdatabase [497] read,more [492] interested,#memgraph [492] #memgraph,graphdatabases [492] graphdatabases,read [420] #memgraphdb,#database [219] memgraph,graph Top Word Pairs in Tweet in G9:
[41] graph,database [8] show,books [8] reading,those [8] #apacheage,show [8] those,already [8] books,reading [8] already,read [8] graph,really [8] read,graph [8] really,neat Top Word Pairs in Tweet in G10:
[9] exploring,relationships [9] makes,happen [9] solve,world [9] happen,sessions [9] join,ocw [9] sessions,hands [9] data,join [9] #oraclegraph,#autonomousdatabase [9] #autonomousdatabase,makes [9] world,problems Top Replied-To in Entire Graph:
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 G7:
Top Replied-To in G8:
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: