The graph represents a network of 388 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, 19 April 2022 at 15:58 UTC.
The requested start date was Tuesday, 19 April 2022 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, 22-hour, 12-minute period from Tuesday, 05 April 2022 at 01:31 UTC to Monday, 18 April 2022 at 23:44 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 : 388
Unique Edges : 237
Edges With Duplicates : 350
Total Edges : 587
Number of Edge Types : 5
Replies to : 45
Retweet : 157
MentionsInRetweet : 193
Mentions : 87
Tweet : 105
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0260586319218241
Reciprocated Edge Ratio : 0.0507936507936508
Connected Components : 125
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 35
Maximum Edges in a Connected Component : 87
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.240714
Graph Density : 0.00209781826900024
Modularity : 0.579635
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 388 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, 19 April 2022 at 15:58 UTC.
The requested start date was Tuesday, 19 April 2022 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, 22-hour, 12-minute period from Tuesday, 05 April 2022 at 01:31 UTC to Monday, 18 April 2022 at 23:44 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:
[122] graph,database [32] google,algorithm [32] algorithm,updates [32] updates,overview [32] overview,highly [32] highly,requested [32] requested,functionality [32] functionality,finally [32] finally,live [32] live,major Top Word Pairs in Tweet in G1:
[35] graph,database [8] database,features [8] features,eschew [8] eschew,need [8] need,dbas [5] sql,server [5] server,graph [5] graph,tables [5] tables,cross [5] cross,database Top Word Pairs in Tweet in G2:
[32] google,algorithm [32] algorithm,updates [32] updates,overview [32] overview,highly [32] highly,requested [32] requested,functionality [32] functionality,finally [32] finally,live [32] live,major [32] major,google Top Word Pairs in Tweet in G3:
[13] rbranson,sql [13] sql,great [13] great,language [13] language,orms [13] orms,bad [13] bad,open [13] open,source [13] source,databases [13] databases,query [13] query,engines Top Word Pairs in Tweet in G4:
[12] graph,database [9] discover,insights [9] insights,hidden [9] hidden,#data [9] #data,graph [9] graph,#analytics [9] #analytics,download [9] download,ebook [9] ebook,learn [9] learn,different Top Word Pairs in Tweet in G5:
[12] graph,database [5] choice,awards [5] best,graph [5] best,data [5] data,analytics [5] analytics,solution [5] solution,best [5] best,database [5] database,overall [5] gold,sponsor Top Word Pairs in Tweet in G6:
[10] #cassandra,#kafka [10] #kafka,#hadoop [10] #hadoop,#spark [10] #nlp,#nosql [9] graph,#datascience [9] #datascience,need [9] need,know [9] know,#bigdata [9] #bigdata,#cassandra [9] #spark,#nlp Top Word Pairs in Tweet in G7:
[7] graph,database [6] excellent,work [6] work,cbd_icp [6] cbd_icp,cbd [6] cbd,non [6] non,profit [6] profit,organization [6] organization,founded [6] founded,ic [6] ic,community Top Word Pairs in Tweet in G8:
[2] community,forum [2] forum,configuring [2] configuring,#virtuosordbms [2] #virtuosordbms,replication [2] replication,functionality [2] functionality,#dbms Top Word Pairs in Tweet in G9:
[8] saw,another [8] another,panicked [8] panicked,reference [8] reference,rising [8] rising,crime [8] crime,graphs [8] graphs,violent [8] violent,crime [8] crime,rate [8] rate,fbi Top Word Pairs in Tweet in G10:
[7] lto,indexer [7] indexer,service [7] service,take [7] take,subset [7] subset,data [7] data,association [7] association,transactions [7] transactions,build [7] build,graph [6] arnolddaniels,lto Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
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:
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: