The graph represents a network of 780 Twitter users whose tweets in the requested range contained "graph database", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 30 November 2021 at 15:28 UTC.
The requested start date was Tuesday, 30 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 17-minute period from Tuesday, 16 November 2021 at 03:35 UTC to Tuesday, 30 November 2021 at 00:52 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 780
Unique Edges : 441
Edges With Duplicates : 878
Total Edges : 1319
Number of Edge Types : 5
Tweet : 137
Mentions : 245
Retweet : 375
MentionsInRetweet : 471
Replies to : 91
Self-Loops : 139
Reciprocated Vertex Pair Ratio : 0.0177353342428377
Reciprocated Edge Ratio : 0.0348525469168901
Connected Components : 142
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 172
Maximum Edges in a Connected Component : 348
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.041478
Graph Density : 0.00122774102234949
Modularity : 0.565062
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 780 Twitter users whose tweets in the requested range contained "graph database", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 30 November 2021 at 15:28 UTC.
The requested start date was Tuesday, 30 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 17-minute period from Tuesday, 16 November 2021 at 03:35 UTC to Tuesday, 30 November 2021 at 00:52 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[172] document,based [172] column,based [171] based,key [170] database,categories [170] categories,relational [170] relational,sql [170] sql,nosql [170] nosql,document [170] based,column [169] swapnakpanda,database Top Word Pairs in Tweet in G1:
[172] document,based [172] column,based [171] based,key [170] database,categories [170] categories,relational [170] relational,sql [170] sql,nosql [170] nosql,document [170] based,column [169] swapnakpanda,database Top Word Pairs in Tweet in G2:
[57] gujrat,cr [56] 28,ls [56] ls,12rs [56] 26,ls [56] 43,guj [56] guj,41 [56] wrong,database [56] kerala,20 [56] 20,25 [56] 25,25 Top Word Pairs in Tweet in G3:
[35] graph,database [15] join,fine [15] fine,hygienic [15] hygienic,holding [15] holding,discover [15] discover,oracle [15] oracle,#autonomous [15] #autonomous,#database [15] #database,#analytics [15] #analytics,cloud Top Word Pairs in Tweet in G4:
[40] graph,studio [40] analyze,query [40] query,visualize [40] visualize,graphs [35] learn,more [35] more,free [33] easily,analyze [33] graphs,oracledatabase [33] oracledatabase,graph [33] studio,learn Top Word Pairs in Tweet in G5:
[9] really,cool [9] cool,derivo [9] derivo,graph [9] graph,explorer [9] explorer,available [9] available,#neo4j [9] #neo4j,desktop [9] desktop,graph [9] graph,app [9] app,try Top Word Pairs in Tweet in G6:
[26] bgg,user [26] user,plotted [26] plotted,21 [26] 21,000 [26] 000,ranked [26] ranked,games [26] games,database [26] database,graph [26] graph,complexity [26] complexity,vs Top Word Pairs in Tweet in G7:
[9] graph,database [8] amazon,neptune [7] wey_gu,nebulagraph [6] google,releases [6] releases,tf [6] tf,gnn [6] gnn,creating [6] creating,graph [6] graph,neural [6] neural,networks Top Word Pairs in Tweet in G8:
[11] deep,diving [11] diving,logseq [11] logseq,brilliant [11] brilliant,much [11] much,potential [11] potential,really [11] really,local [10] tfthacker,deep [10] local,ro [5] graph,database Top Word Pairs in Tweet in G9:
[12] database,metadata [12] metadata,scholarly [12] scholarly,publishing [8] openalex,domains [8] domains,openalex [8] openalex,database [8] publishing,beta [7] edsu,openalex [7] beta,re [5] graph,database Top Word Pairs in Tweet in G10:
[6] under,direction [6] direction,vp [6] vp,product [6] product,innovation [6] innovation,jay [6] jay,vu [6] putting,twist [6] twist,#database [6] #database,acceleration [4] graph,database Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: