The graph represents a network of 468 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 Wednesday, 11 September 2019 at 04:33 UTC.
The requested start date was Tuesday, 10 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 21-hour, 45-minute period from Tuesday, 27 August 2019 at 01:45 UTC to Monday, 09 September 2019 at 23:30 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 : 468
Unique Edges : 504
Edges With Duplicates : 145
Total Edges : 649
Number of Edge Types : 3
Mentions : 514
Replies to : 31
Tweet : 104
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.0209205020920502
Reciprocated Edge Ratio : 0.040983606557377
Connected Components : 103
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 85
Maximum Edges in a Connected Component : 191
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.932251
Graph Density : 0.00223283735061037
Modularity : 0.737603
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[156] graph,database [56] daily,maximum [56] maximum,temperature [40] blog,weisfeiler [40] weisfeiler,lehman [40] lehman,graph [40] graph,kernel [40] kernel,binary [40] binary,function [40] function,analysis Top Word Pairs in Tweet in G1:
[56] daily,maximum [56] maximum,temperature [30] graph,shows [29] shows,16 [29] 16,185 [29] 185,528 [29] 528,daily [29] temperature,readings [29] readings,australia [29] australia,noaa Top Word Pairs in Tweet in G2:
[34] graph,database [8] #database,#graphdatabase [8] #graphdatabase,#bigdatasoftware [7] graph,databases [5] create,query [5] query,graph [5] database,tables [5] tables,#sqlserver [5] #sqlserver,2017 [5] 2017,#sql Top Word Pairs in Tweet in G3:
[39] blog,weisfeiler [39] weisfeiler,lehman [39] lehman,graph [39] graph,kernel [39] kernel,binary [39] binary,function [39] function,analysis [39] analysis,compare [39] compare,functions [39] functions,new Top Word Pairs in Tweet in G4:
[18] graph,database [11] september,9 [11] know,real [11] real,world [11] world,discovering [11] discovering,connected [11] connected,data [11] data,graph [8] graph,databases [8] data,science Top Word Pairs in Tweet in G5:
[11] #graph,#database [7] hubbucket,hubbucketeng [7] hubbucketeng,hubbucketsys [7] hubbucketsys,hubcentral_si [5] #database,built [5] built,#cloud [5] #cloud,awscloud [5] awscloud,hubbucket [5] #engineers,#system [4] graph,database Top Word Pairs in Tweet in G6:
[24] building,proof [24] proof,concept [24] concept,xrpl [24] xrpl,explorer [24] explorer,top [24] top,new [24] new,graph [24] graph,database [24] database,model [23] silkjaer,building Top Word Pairs in Tweet in G7:
[5] graph,analytics [4] analytics,databases [4] databases,being [4] being,rapidly [4] rapidly,adopted [4] adopted,variety [4] variety,reasons [4] reasons,camsemantics [4] camsemantics,outlines [4] outlines,types Top Word Pairs in Tweet in G8:
[2] tracterrorism,rvawonk [2] rvawonk,jessbots [2] jessbots,elastic [2] elastic,graphistry [2] graphistry,searchguard [2] searchguard,riskiq [2] riskiq,9bplus [2] 9bplus,j_amesp [2] j_amesp,ph055a [2] ph055a,rocketchat Top Word Pairs in Tweet in G9:
[5] #losangeles,#database [5] #datascience,#machinelearning [5] #machinelearning,#bigdata [5] #bigdata,#security [4] scalable,graph [4] graph,analytics [3] #database,#graphdatabase [3] #graphdatabase,#bigdatasoftware [3] day,2 [3] 2,#vldb2019 Top Word Pairs in Tweet in G10:
[11] know,graph [11] graph,database [11] database,solves [11] solves,problem [11] problem,one [11] one,greatest [11] greatest,questions [11] questions,consistently [11] consistently,badger [11] badger,developer Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: