The graph represents a network of 464 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, 26 January 2021 at 14:17 UTC.
The requested start date was Tuesday, 26 January 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 11-day, 2-hour, 59-minute period from Tuesday, 12 January 2021 at 02:01 UTC to Saturday, 23 January 2021 at 05:00 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 : 464
Unique Edges : 346
Edges With Duplicates : 727
Total Edges : 1073
Number of Edge Types : 5
Mentions : 143
MentionsInRetweet : 437
Retweet : 300
Tweet : 143
Replies to : 50
Self-Loops : 145
Reciprocated Vertex Pair Ratio : 0.0226415094339623
Reciprocated Edge Ratio : 0.044280442804428
Connected Components : 118
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 179
Maximum Edges in a Connected Component : 673
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.737551
Graph Density : 0.00252290161614657
Modularity : 0.47737
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 464 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, 26 January 2021 at 14:17 UTC.
The requested start date was Tuesday, 26 January 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 11-day, 2-hour, 59-minute period from Tuesday, 12 January 2021 at 02:01 UTC to Saturday, 23 January 2021 at 05:00 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:
[180] graph,database [144] #bigdata,#analytics [143] future,data [143] data,control [143] control,ownership [143] ownership,#bigdata [143] #analytics,#neo4j [143] #neo4j,#datascience [143] #datascience,#ai [143] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[125] future,data [125] data,control [125] control,ownership [125] ownership,#bigdata [125] #bigdata,#analytics [125] #analytics,#neo4j [125] #neo4j,#datascience [125] #datascience,#ai [125] #ai,#machinelearning [125] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[44] graph,database [15] based,graph [13] grafito,portable [13] portable,serverless [13] sqlite,based [12] serverless,light [12] light,sqlite [11] show,hn [11] hn,grafito [7] right,people Top Word Pairs in Tweet in G3:
[48] nebula,graph [21] graph,database [18] future,data [18] data,control [18] control,ownership [18] ownership,#bigdata [18] #bigdata,#analytics [18] #analytics,#neo4j [18] #neo4j,#datascience [18] #datascience,#ai Top Word Pairs in Tweet in G4:
[30] graph,database [7] use,cases [5] think,iot [5] iot,hierarchical [5] hierarchical,structure [5] structure,iot [5] iot,works [5] works,natural [5] natural,mapping [5] mapping,graph Top Word Pairs in Tweet in G5:
[10] janusgraph,joins [10] joins,lfaidatafdn [10] lfaidatafdn,incubation [10] incubation,project [10] project,janusgraph [10] janusgraph,distributed [10] distributed,open [10] open,source [10] source,globally [10] globally,scalable Top Word Pairs in Tweet in G6:
[2] learn,native [2] native,parallel [2] parallel,graph [2] graph,npg [2] npg,database [2] database,best [2] best,way [2] way,enable [2] enable,analytical [2] analytical,transaction Top Word Pairs in Tweet in G7:
[10] graph,app [9] graph,database [6] wanted,build [6] build,#streamlit [6] #streamlit,dashboard [6] dashboard,graph [6] database,graphistry [6] graphistry,recently [6] recently,released [6] released,#graphappki Top Word Pairs in Tweet in G8:
[3] graph,database [2] level,based [2] based,graph Top Word Pairs in Tweet in G10:
[11] payday,lending [5] predatory,payday [5] lending,racial [5] racial,justice [5] justice,issue [5] issue,graph [5] graph,plainly [5] plainly,depicts [5] depicts,payday [5] lending,disproportionately Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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: