The graph represents a network of 6,188 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 25 November 2021 at 07:36 UTC.
The requested start date was Thursday, 25 November 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, 18-hour, 0-minute period from Saturday, 13 November 2021 at 07:00 UTC to Thursday, 25 November 2021 at 01:01 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 : 6188
Unique Edges : 3490
Edges With Duplicates : 10774
Total Edges : 14264
Number of Edge Types : 5
Tweet : 2291
Retweet : 4628
MentionsInRetweet : 5819
Mentions : 1195
Replies to : 331
Self-Loops : 2357
Reciprocated Vertex Pair Ratio : 0.0212994177137603
Reciprocated Edge Ratio : 0.0417104276069017
Connected Components : 1389
Single-Vertex Connected Components : 706
Maximum Vertices in a Connected Component : 2439
Maximum Edges in a Connected Component : 7747
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.057648
Graph Density : 0.00017408835946757
Modularity : 0.478395
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,188 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 25 November 2021 at 07:36 UTC.
The requested start date was Thursday, 25 November 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, 18-hour, 0-minute period from Saturday, 13 November 2021 at 07:00 UTC to Thursday, 25 November 2021 at 01:01 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 : data visualization
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:
[4054] data,visualization [572] nov,2021 [572] transfers,last [572] last,hour [572] hour,top [566] data,table [564] visualization,gt [563] 00,gmt [563] gmt,full [563] full,gw Top Word Pairs in Tweet in G1:
[531] data,visualization [35] best,data [33] data,analysis [30] visualization,tools [26] analysis,visualization [25] data,science [23] visualization,data [19] analytics,data [19] data,analytics [17] visualization,tool Top Word Pairs in Tweet in G2:
[1036] data,visualization [214] visualization,#machinelearning [188] #bigdata,#analytics [171] key,requirements [171] requirements,iot [171] iot,success [171] success,data [171] data,preparation [171] preparation,data [171] data,recovery Top Word Pairs in Tweet in G3:
[245] data,visualization [245] total,album [245] album,sales [245] 10,2021 [238] koreansales_twt,data [137] 2015,10 [132] visualization,#seventeen [132] #seventeen,total [132] sales,06 [132] 06,2015 Top Word Pairs in Tweet in G4:
[220] data,visualization [158] handbook,data [155] datasciencedojo,handbook [21] visualization,python [20] python,using [20] using,seaborn [20] seaborn,bekhruz [20] bekhruz,tuychiev [20] tuychiev,#python [20] #python,#datascience Top Word Pairs in Tweet in G5:
[268] python,data [134] hello,matt [134] matt,python [134] data,science [134] science,author [134] author,trainer [134] trainer,follow [134] follow,learn [134] learn,more [134] more,python Top Word Pairs in Tweet in G6:
[93] data,visualization [78] exploring,intersection [78] intersection,human [78] human,body [76] #ai,#dl [76] #dl,#intersection [76] body,data [76] visualization,augmented [76] augmented,reality [53] #intersection,exploring Top Word Pairs in Tweet in G7:
[122] national,flags [121] brilliant,data [121] data,visualization [121] visualization,shows [121] shows,age [121] age,national [121] flags,around [121] around,world [121] world,immediate [121] immediate,notice Top Word Pairs in Tweet in G8:
[101] explore,nasa [101] nasa,satellites [101] satellites,using [101] using,upgraded [101] upgraded,eyes [101] eyes,earth [101] earth,3d [101] 3d,visualization [101] visualization,tool [101] tool,lets Top Word Pairs in Tweet in G9:
[95] data,visualization [41] today,day [41] day,data [41] visualization,#jobs [41] #jobs,open [41] open,applications [41] applications,usajobs [41] usajobs,remain [41] remain,open [41] open,business Top Word Pairs in Tweet in G10:
[112] data,visualization [95] visualization,concepts [89] kirellbenzi,data [78] #dataviz,#dataart [65] concepts,part [65] #dataart,#analytics [42] part,dreaming [42] dreaming,isopleth [42] isopleth,maps [42] maps,made Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
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Top Replied-To in G9:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G7:
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Top Tweeters in G10: