The graph represents a network of 3,007 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 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 06:35 UTC.
The tweets in the network were tweeted over the 1966-day, 2-hour, 15-minute period from Tuesday, 22 August 2017 at 21:34 UTC to Monday, 09 January 2023 at 23:50 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 : 3007
Unique Edges : 2712
Edges With Duplicates : 8716
Total Edges : 11428
Number of Edge Types : 9
Tweet : 1503
Replies to : 889
MentionsInReplyTo : 1902
Mentions : 1971
Retweet : 1920
MentionsInRetweet : 2971
Quote : 125
MentionsInQuote : 106
MentionsInQuoteReply : 41
Self-Loops : 2109
Reciprocated Vertex Pair Ratio : 0.0852245292129406
Reciprocated Edge Ratio : 0.15706340378198
Connected Components : 674
Single-Vertex Connected Components : 519
Maximum Vertices in a Connected Component : 2055
Maximum Edges in a Connected Component : 9824
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.642856
Graph Density : 0.000497287212516548
Modularity : 0.317711
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,007 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 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 06:35 UTC.
The tweets in the network were tweeted over the 1966-day, 2-hour, 15-minute period from Tuesday, 22 August 2017 at 21:34 UTC to Monday, 09 January 2023 at 23:50 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:
[306] #binancexec,#binancexec [281] graph,database [183] graph,data [179] neo4j,graph [161] data,science [138] neo4j,cyphers [138] #livetweet,neo4j [137] data,sets [136] cyphers,bloodhound [136] bloodhound,data Top Word Pairs in Tweet in G1:
[119] #livetweet,neo4j [77] nodes,2022 [74] participating,#nodes2022 [74] great,content [74] #nodes2022,great [73] over,world [73] content,speakers [73] speakers,over [72] graph,data [71] world,#livetweet Top Word Pairs in Tweet in G2:
[77] graph,database [45] neo4j,graph [39] #memgraph,#graphdatabase [38] #memgraphdb,#database [35] neo4j,cyphers [34] 260,neo4j [34] graph,data [33] data,sets [33] bloodhound,data [33] cyphers,bloodhound Top Word Pairs in Tweet in G3:
[306] #binancexec,#binancexec [48] neo4j,#nodes2022 [38] graph,data [36] graph,database [35] data,science [34] #neo4j,#nodes2022 [32] mkheck,wheresrhys [31] daschners,chaitra_latha [31] neo4j,wardcunningham [31] dgg32,dagmarwaltemath Top Word Pairs in Tweet in G4:
[11] teradata,filemakertoday [11] redisinc,neo4j [11] sqlserver,db2zlabnews [11] mysql,postgresql [11] filemakertoday,redisinc [11] postgresql,mongodb [11] oracledatabase,sqlserver [11] db2zlabnews,mysql [11] mongodb,teradata [10] #database,oracledatabase Top Word Pairs in Tweet in G5:
[5] #neo4j,#graphdatabase [4] take,look [3] agenda,region [3] work,pinkprogramming [3] excited,announce [3] register,#neo4j [3] pinkprogramming,malmö [3] one,choose [3] intermediate,advanced [3] find,details Top Word Pairs in Tweet in G6:
[71] data,sets [71] neo4j,cyphers [71] bloodhound,data [71] cyphers,bloodhound [66] 260,neo4j [56] terminal,application [56] application,contains [51] cypherhound,terminal [51] contains,260 [42] produce,actionable Top Word Pairs in Tweet in G7:
[28] data,science [25] upcoming,event [24] 9am,pt [20] 2022,9am [20] using,nlp [20] graph,database [19] starting,year [19] website,using [19] learn,analyze [19] knowledge,graphs Top Word Pairs in Tweet in G8:
[54] neo4j,rc [28] migration,backend [28] yoroi,graphql [28] backend,neo4j [28] graphql,migration [27] released,pedromtcosta [27] pedromtcosta,emurgo [20] graph,database [19] #cardano,ada [19] emurgo,#cardano Top Word Pairs in Tweet in G9:
[17] aries,toolbox [15] matzeone,day [14] microservices,application [14] docker,compose [14] using,java [14] docker,docker [13] application,using [13] learned,implement [13] implement,microservices [13] compose,neo4j Top Word Pairs in Tweet in G10:
[75] #education,#learning [75] architecture,#education [75] database,architecture [75] neo4j,database [75] top,reasons [75] use,neo4j [75] reasons,use [41] neo4j,hiring [37] #softwareengineer,#jobs [37] #tech,#softwareengineer 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 G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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: