The graph represents a network of 521 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, 15 June 2021 at 13:17 UTC.
The requested start date was Tuesday, 15 June 2021 at 00:01 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, 50-minute period from Tuesday, 01 June 2021 at 00:10 UTC to Monday, 14 June 2021 at 22:00 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 : 521
Unique Edges : 192
Edges With Duplicates : 843
Total Edges : 1035
Number of Edge Types : 5
Retweet : 370
MentionsInRetweet : 406
Tweet : 118
Mentions : 109
Replies to : 32
Self-Loops : 121
Reciprocated Vertex Pair Ratio : 0.00663716814159292
Reciprocated Edge Ratio : 0.0131868131868132
Connected Components : 111
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 124
Maximum Edges in a Connected Component : 369
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.18732
Graph Density : 0.00167946257197697
Modularity : 0.453784
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 521 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, 15 June 2021 at 13:17 UTC.
The requested start date was Tuesday, 15 June 2021 at 00:01 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, 50-minute period from Tuesday, 01 June 2021 at 00:10 UTC to Monday, 14 June 2021 at 22:00 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:
[321] graph,database [144] jaguar,land [77] database,neo4j [76] leading,graph [75] car,manufacturer [75] manufacturer,jaguar [75] land,rover [75] rover,rejected [75] rejected,leading [75] neo4j,over Top Word Pairs in Tweet in G1:
[147] graph,database [141] jaguar,land [73] car,manufacturer [73] manufacturer,jaguar [73] land,rover [73] rover,rejected [73] rejected,leading [73] leading,graph [73] database,neo4j [73] neo4j,over Top Word Pairs in Tweet in G2:
[24] graph,database [3] development,wheat [3] wheat,practical [3] practical,haplotype [3] haplotype,graph [3] database,resource [3] resource,genotyping [3] genotyping,data [3] data,storage [3] storage,genotype Top Word Pairs in Tweet in G3:
[19] graph,database [8] release,neo4j [8] neo4j,package [8] package,available [8] available,neo4j [8] neo4j,bolt [8] bolt,driver [8] driver,python [8] python,#neo4j [7] pypackages,release Top Word Pairs in Tweet in G4:
[18] release,update [18] update,v5 [18] v5,released [18] released,odn [18] odn,#testnet [18] #testnet,improving [18] improving,replication [18] replication,process [18] process,making [18] making,more Top Word Pairs in Tweet in G5:
[18] #islamophobiapromotesterrorism,teamisf_ [18] teamisf_,incidents [18] incidents,sorted [18] sorted,six [18] six,categories [18] categories,listed [18] listed,below [18] below,compiled [17] bintechinte,#islamophobiapromotesterrorism [17] compiled,inte Top Word Pairs in Tweet in G6:
[12] graph,shows [12] shows,distribution [12] distribution,#citizenscience [12] #citizenscience,projects [12] projects,country [12] country,data [12] data,extracted [12] extracted,52 [12] 52,different [10] cstrackproject,graph Top Word Pairs in Tweet in G7:
[15] building,#knowledgegraph [15] #knowledgegraph,#amazon [15] #amazon,neptune [15] neptune,using [15] using,#datalens [15] #datalens,using [14] natadimou,building Top Word Pairs in Tweet in G8:
[15] vism,learn [15] learn,more [15] more,trucontext [15] trucontext,amazing [15] amazing,graph [15] graph,database [15] database,technology [15] technology,help [15] help,improve [15] improve,security Top Word Pairs in Tweet in G9:
[2] datakinduk,ncvo [2] ncvo,sports_lindsey [2] sports_lindsey,duncan3ross [2] duncan3ross,ecancellieri [2] ecancellieri,laurac_rter [2] laurac_rter,rubychilds [2] rubychilds,a_campello_jr [2] a_campello_jr,clr_bnrd [2] clr_bnrd,darenasc [2] darenasc,jowattsdata Top Word Pairs in Tweet in G10:
[8] graph,neural [8] neural,networks [8] #getmoreinsights,#coolerdata [8] #coolerdata,#data [6] machine,learning [5] free,inductive [5] inductive,embeddings [5] embeddings,perform [5] perform,trained [5] trained,graph Top Replied-To in Entire Graph:
Top Replied-To in G9:
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: