The graph represents a network of 3,418 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 17:19 UTC.
The tweets in the network were tweeted over the 1499-day, 13-hour, 38-minute period from Sunday, 06 January 2019 at 09:28 UTC to Monday, 13 February 2023 at 23:06 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 : 3418
Unique Edges : 1688
Edges With Duplicates : 7577
Total Edges : 9265
Number of Edge Types : 9
Retweet : 2036
MentionsInRetweet : 2558
Tweet : 2438
Replies to : 664
MentionsInReplyTo : 962
Mentions : 478
Quote : 66
MentionsInQuote : 49
MentionsInQuoteReply : 14
Self-Loops : 2818
Reciprocated Vertex Pair Ratio : 0.0516840882694541
Reciprocated Edge Ratio : 0.0982882385422418
Connected Components : 673
Single-Vertex Connected Components : 365
Maximum Vertices in a Connected Component : 1166
Maximum Edges in a Connected Component : 3805
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.732866
Graph Density : 0.00031012116644602
Modularity : 0.389925
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,418 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 17:19 UTC.
The tweets in the network were tweeted over the 1499-day, 13-hour, 38-minute period from Sunday, 06 January 2019 at 09:28 UTC to Monday, 13 February 2023 at 23:06 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:
[1403] graph,database [984] sudden,deaths [982] searched,co [982] database,sudden [982] authors,searched [982] anonymous,authors [982] deaths,made [981] made,graph [979] interesting,anonymous [979] snfujy2k72,database Top Word Pairs in Tweet in G1:
[977] authors,searched [977] anonymous,authors [977] database,sudden [977] searched,co [977] deaths,made [977] sudden,deaths [976] made,graph [975] interesting,anonymous [975] snfujy2k72,database [975] co,snfujy2k72 Top Word Pairs in Tweet in G2:
[318] graph,database [41] neo4j,graph [33] data,management [33] high,fidelity [33] fidelity,graph [33] software,security [33] aggregates,software [32] metadata,high [32] security,metadata [30] bullshit,graph Top Word Pairs in Tweet in G3:
[158] graph,database [35] neo4j,graph [25] delhi,ncr [19] powered,neo4j [15] ncr,powered [15] meetup,graph [15] database,using [14] using,neo4j [14] database,delhi [11] dynamic,serverless Top Word Pairs in Tweet in G4:
[98] men,killed [98] unarmed,black [97] cops,2019 [97] many,liberals [97] killed,cops [97] black,men [96] liberals,think [96] think,value [96] 2019,many [96] perceived,unarmed Top Word Pairs in Tweet in G5:
[738] #memgraph,#database [629] #memgraphdb,#database [602] #database,#graphdatabase [570] #database,#memgraphdb [569] #memgraphdb,#graphdatabase [521] #memgraph,graphdatabases [513] read,more [500] graphdatabases,read [500] interested,#memgraph [385] graph,database Top Word Pairs in Tweet in G6:
[60] graph,database [47] surrealdb,scalable [47] distributed,collaborative [47] scalable,distributed [47] document,graph [47] collaborative,document [47] realtime,web [47] database,realtime [41] rusttrending,surrealdb [20] web,16529 Top Word Pairs in Tweet in G7:
[48] graph,database [8] retention,graph [6] resource,article [6] sometimes,best [6] graph,databases [6] best,insight [6] insight,outside [6] database,sometimes [6] outside,resource [6] tell,graph Top Word Pairs in Tweet in G8:
[28] graph,workloads [28] hubbucket,inc [26] cosmos,db [26] azure,cosmos [26] graph,database [24] department,hubbucket [24] engineering,department [24] database,types [24] db,nosql [24] data,engineering Top Word Pairs in Tweet in G9:
[9] graph,database [7] #graphdatabase,#raspberrypi [7] very,#graphdatabase [7] create,very [6] taking,over [6] #tech,expo [6] talk,graph [6] putting,together [6] smart,today [6] conference,re Top Word Pairs in Tweet in G10:
[33] knowledge,graph [30] graph,dkg [27] decentralized,knowledge [23] update,database [23] status,update [22] compare,twitter's [22] dkg,compare [22] twitter's,status [22] origintrail,decentralized [21] origin_trail,origintrail Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G10: