The graph represents a network of 515 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 January 2021 at 14:17 UTC.
The requested start date was Tuesday, 19 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 13-day, 22-hour, 44-minute period from Tuesday, 05 January 2021 at 02:05 UTC to Tuesday, 19 January 2021 at 00:49 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 : 515
Unique Edges : 355
Edges With Duplicates : 648
Total Edges : 1003
Number of Edge Types : 5
Retweet : 262
MentionsInRetweet : 390
Tweet : 132
Mentions : 156
Replies to : 63
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.0151515151515152
Reciprocated Edge Ratio : 0.0298507462686567
Connected Components : 121
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 165
Maximum Edges in a Connected Component : 527
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.721663
Graph Density : 0.00202485739110725
Modularity : 0.532132
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 515 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 January 2021 at 14:17 UTC.
The requested start date was Tuesday, 19 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 13-day, 22-hour, 44-minute period from Tuesday, 05 January 2021 at 02:05 UTC to Tuesday, 19 January 2021 at 00:49 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:
[230] graph,database [70] قواعد,البيانات [53] nebula,graph [36] نوع,من [36] من,قواعد [35] ما,هي [35] هي,أنواع [35] أنواع,قواعد [35] البيانات,ثريد [35] ثريد,مميز Top Word Pairs in Tweet in G1:
[45] graph,database [13] grafito,portable [13] portable,serverless [13] sqlite,based [13] based,graph [12] serverless,light [12] light,sqlite [11] show,hn [11] hn,grafito [7] right,people Top Word Pairs in Tweet in G2:
[37] graph,database [7] great,demand [7] demand,session [7] session,learn [7] learn,category [7] category,creation [7] creation,emileifrem [7] emileifrem,creator [7] creator,graph [7] database,category Top Word Pairs in Tweet in G3:
[28] python,weekly [28] weekly,issue [28] issue,481 [28] 481,#python [28] #jupyter,#machinelearning [28] #machinelearning,#datascience [26] pythonweekly,python [26] #datascience,#deeplear [23] graph,database [17] #python,#flask Top Word Pairs in Tweet in G4:
[70] قواعد,البيانات [36] نوع,من [36] من,قواعد [35] ما,هي [35] هي,أنواع [35] أنواع,قواعد [35] البيانات,ثريد [35] ثريد,مميز [35] مميز,يشرح [35] يشرح,١١ Top Word Pairs in Tweet in G5:
[48] nebula,graph [14] graph,database [11] #nebulagraph,attended [11] attended,#opencore [11] #opencore,#summit [11] #summit,#2020 [11] #2020,excellent [11] excellent,product [11] product,manager [11] manager,jude Top Word Pairs in Tweet in G6:
[21] #1,graph [21] graph,database [21] database,#github [21] #github,cloud [21] cloud,scale [21] scale,terabytes [21] terabytes,data [21] data,millisecond [21] millisecond,response [21] response,time Top Word Pairs in Tweet in G7:
[9] janusgraph,joins [9] joins,lfaidatafdn [9] lfaidatafdn,incubation [9] incubation,project [9] project,janusgraph [9] janusgraph,distributed [9] distributed,open [9] open,source [9] source,globally [9] globally,scalable Top Word Pairs in Tweet in G8:
[8] graph,database [7] database,nodexl [7] nodexl,neo4j [7] neo4j,trendsinai [7] trendsinai,awscloud [7] awscloud,theyotg [7] theyotg,thinkx [7] thinkx,codegnuts [7] codegnuts,gp_pulipaka [6] salhaj,graph Top Word Pairs in Tweet in G9:
[18] feature,graph [18] graph,history [18] history,paper [18] paper,database [18] database,grows [18] grows,citations [18] citations,added [18] added,graphs [18] graphs,each [18] each,paper Top Word Pairs in Tweet in G10:
[8] graph,database [3] tigergraphdb,learn [3] dbengines,graph [3] graph,databases [3] databases,increasing [3] increasing,growth [3] growth,database [3] database,types [3] types,wide [3] wide,margin Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: