The graph represents a network of 435 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, 23 March 2021 at 13:18 UTC.
The requested start date was Tuesday, 23 March 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, 19-hour, 2-minute period from Tuesday, 09 March 2021 at 00:37 UTC to Monday, 22 March 2021 at 19:40 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 : 435
Unique Edges : 318
Edges With Duplicates : 571
Total Edges : 889
Number of Edge Types : 5
Retweet : 217
MentionsInRetweet : 290
Tweet : 192
Replies to : 46
Mentions : 144
Self-Loops : 195
Reciprocated Vertex Pair Ratio : 0.0345744680851064
Reciprocated Edge Ratio : 0.0668380462724936
Connected Components : 147
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 111
Maximum Edges in a Connected Component : 437
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.553768
Graph Density : 0.00206049049208115
Modularity : 0.460278
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 435 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, 23 March 2021 at 13:18 UTC.
The requested start date was Tuesday, 23 March 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, 19-hour, 2-minute period from Tuesday, 09 March 2021 at 00:37 UTC to Monday, 22 March 2021 at 19:40 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:
[247] graph,database [111] nebula,graph [54] neo4j,graph [52] open,source [42] find,node [42] node,property [42] property,neo4j [40] terminusdb,commercializing [38] source,graph [36] commercializing,open Top Word Pairs in Tweet in G1:
[64] graph,database [19] open,source [19] source,graph [18] terminusdb,commercializing [18] commercializing,open [8] cabell,standard [7] database,market [6] graph,databases [6] neo4j,graph [4] standard,cabell Top Word Pairs in Tweet in G2:
[107] nebula,graph [47] graph,database [31] open,source [22] nebulagraph,nebula [20] terminusdb,commercializing [17] source,graph [16] commercializing,open [14] introduction,docs [14] docs,v2 [14] v2,nebula Top Word Pairs in Tweet in G3:
[15] graph,database [9] big,announcement [9] announcement,#oracle [9] #oracle,adds [9] adds,automl [9] automl,auto [9] auto,#machinelearning [9] #machinelearning,#autonomous [9] #autonomous,#datawarehouse [9] #datawarehouse,oml4py Top Word Pairs in Tweet in G4:
[28] graph,database [7] database,technology [6] kc,graph [6] database,meetup [6] #neo4j,graph [5] neo4j,graph [5] meetup,tomorrow [5] tomorrow,fun [5] fun,one [5] one,join Top Word Pairs in Tweet in G5:
[14] autonomous,database [12] graph,studio [10] oracle,autonomous [8] graph,analytics [6] studio,oracle [4] great,opportunity [4] opportunity,hear [4] hear,andrew [4] andrew,mendelsohn [4] mendelsohn,role Top Word Pairs in Tweet in G6:
[2] graph,database [2] best,#nocode [2] #nocode,solution [2] solution,having [2] having,public [2] public,content [2] content,database [2] database,currently [2] currently,using [2] using,airtable Top Word Pairs in Tweet in G7:
[6] understanding,graph [6] graph,databases [6] databases,kdnuggets [6] kdnuggets,#kdn [6] ivan,despot [5] kdnuggets,understanding [4] despot,explains [4] explains,make [4] make,flask [4] flask,app Top Word Pairs in Tweet in G8:
[2] struggling,#fraud [2] #fraud,problem [2] problem,still [2] still,need [2] need,#customer360 [2] #customer360,view [2] view,need [2] need,map [2] map,#supplychain [2] interest,#graph Top Word Pairs in Tweet in G9:
[9] graph,database [5] make,graph [5] database,graphql [5] graphql,talks [5] talks,workshops [5] workshops,run [5] run,experts [5] experts,using [5] using,dgraph [5] dgraph,scale Top Word Pairs in Tweet in G10:
[4] combined,#graph [4] #graph,relational [4] relational,database [4] database,management [4] management,system [4] system,calculated [4] calculated,#chemical [4] #chemical,reaction [4] reaction,pathway [4] pathway,data Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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:
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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: