The graph represents a network of 3,048 Twitter users whose recent tweets contained "neo4j", 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 06:35 UTC.
The tweets in the network were tweeted over the 2484-day, 7-hour, 55-minute period from Tuesday, 26 April 2016 at 17:04 UTC to Tuesday, 14 February 2023 at 01:00 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 : 3048
Unique Edges : 2596
Edges With Duplicates : 8885
Total Edges : 11481
Number of Edge Types : 9
Replies to : 1002
MentionsInReplyTo : 1932
Tweet : 1597
Retweet : 1818
MentionsInRetweet : 2847
Mentions : 2046
Quote : 120
MentionsInQuote : 102
MentionsInQuoteReply : 17
Self-Loops : 2203
Reciprocated Vertex Pair Ratio : 0.0895448954489545
Reciprocated Edge Ratio : 0.16437118988485
Connected Components : 688
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 1996
Maximum Edges in a Connected Component : 9583
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.568172
Graph Density : 0.000476890052347001
Modularity : 0.31739
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,048 Twitter users whose recent tweets contained "neo4j", 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 06:35 UTC.
The tweets in the network were tweeted over the 2484-day, 7-hour, 55-minute period from Tuesday, 26 April 2016 at 17:04 UTC to Tuesday, 14 February 2023 at 01:00 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 : neo4j
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:
[264] graph,database [219] neo4j,graph [189] graph,data [165] data,sets [163] data,science [155] neo4j,cyphers [154] bloodhound,data [153] cyphers,bloodhound [150] bloodhound,neo4j [147] 260,neo4j Top Word Pairs in Tweet in G1:
[107] #livetweet,neo4j [97] use,neo4j [97] neo4j,database [92] architecture,#education [92] reasons,use [92] database,architecture [92] #education,#learning [92] top,reasons [80] graph,data [79] participating,#nodes2022 Top Word Pairs in Tweet in G2:
[77] neo4j,graph [66] #database,#graphdatabase [58] graph,database [56] #memgraphdb,#database [54] #memgraph,#memgraphdb [37] neo4j,cyphers [36] 260,neo4j [35] graph,data [35] data,sets [35] cyphers,bloodhound Top Word Pairs in Tweet in G3:
[40] graph,data [32] graph,databases [31] #neo4j,#nodes2022 [31] data,science [29] neo4j,#nodes2022 [29] graph,database [26] #datascience,#machinelearning [23] #neo4j,#datascience [23] knowledge,graph [22] #python,#book Top Word Pairs in Tweet in G4:
[111] list,attack [111] paths,targeted [111] targeted,remediation [111] sharphound,bloodhound [111] bloodhound,neo4j [111] produce,actionable [111] attack,paths [111] actionable,list [111] neo4j,produce [111] uses,sharphound Top Word Pairs in Tweet in G5:
[27] postgresql,neo4j [16] starbuxman,postgresql [14] redisinc,neo4j [14] mongodb,teradata [14] db2zlabnews,mysql [14] sqlserver,db2zlabnews [14] teradata,filemakertoday [14] mysql,postgresql [14] postgresql,mongodb [14] filemakertoday,redisinc Top Word Pairs in Tweet in G6:
[5] #neo4j,#graphdatabase [5] emileifrem,jimwebber [5] ausbiztv,tickernewsco [5] connected,data [5] graph,database [5] free,book [3] #meetup,register [3] full,stack [3] data,science [3] graph,technology Top Word Pairs in Tweet in G7:
[66] neo4j,rc [33] yoroi,graphql [33] backend,neo4j [33] graphql,migration [33] migration,backend [31] pedromtcosta,emurgo [31] released,pedromtcosta [29] graph,database [23] #cardano,ada [23] emurgo,#cardano Top Word Pairs in Tweet in G8:
[9] gvteam,eurazeo [9] virginiemorgon,gvteam [9] creandum,morganstanley [8] linkurious,enterprise [7] emileifrem,creandum [7] eurazeo,emileifrem [6] lnordwall,virginiemorgon [6] morganstanley,pichette [6] technige,neo4j [6] neo4j,graph Top Word Pairs in Tweet in G9:
[11] neo4j,graphdb [9] availability,neo4j [9] announces,general [9] springcloud,config [9] neo4j,announces [9] general,availability [8] #neo4j,course [8] dynamic,serverless [8] best,#neo4j [7] zero,hero Top Word Pairs in Tweet in G10:
[36] 32,instances [36] earth,people [36] bloodhound,neo4j [36] 96gb,ram [36] people,96gb [36] instances,bloodhound [36] ram,open [36] neo4j,databases [36] open,32 [35] vysecurity,earth Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: