The graph represents a network of 6,558 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, 29 October 2020 at 06:38 UTC.
The requested start date was Thursday, 29 October 2020 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 10-day, 11-hour, 32-minute period from Sunday, 18 October 2020 at 00:38 UTC to Wednesday, 28 October 2020 at 12:11 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 : 6558
Unique Edges : 4091
Edges With Duplicates : 10300
Total Edges : 14391
Number of Edge Types : 5
Retweet : 4356
MentionsInRetweet : 5839
Tweet : 2274
Mentions : 1502
Replies to : 420
Self-Loops : 2317
Reciprocated Vertex Pair Ratio : 0.0239015314154859
Reciprocated Edge Ratio : 0.0466871680178921
Connected Components : 1510
Single-Vertex Connected Components : 752
Maximum Vertices in a Connected Component : 2520
Maximum Edges in a Connected Component : 7834
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.892699
Graph Density : 0.000166368974572244
Modularity : 0.507487
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,558 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, 29 October 2020 at 06:38 UTC.
The requested start date was Thursday, 29 October 2020 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 10-day, 11-hour, 32-minute period from Sunday, 18 October 2020 at 00:38 UTC to Wednesday, 28 October 2020 at 12:11 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:
[4123] data,visualization [537] oct,2020 [521] transfers,last [521] last,hour [521] hour,top [505] visualization,gt [505] data,table [504] 00,gmt [504] gmt,full [504] full,gw Top Word Pairs in Tweet in G1:
[624] data,visualization [33] data,analysis [26] visualization,tools [24] visualization,data [19] data,studio [16] power,bi [16] visualization,tool [16] data,analytics [15] analysis,visualization [15] #data,visualization Top Word Pairs in Tweet in G2:
[939] data,visualization [166] data,science [165] machine,learning [93] data,analysis [92] #iot,#iiot [91] #bigdata,#analytics [85] visualization,python [82] best,data [79] #analytics,#datascience [75] #iiot,#python Top Word Pairs in Tweet in G3:
[249] data,visualization [247] visualization,great [247] great,infographic [247] infographic,principles [247] principles,graphics [247] graphics,novartis [247] novartis,please [247] please,share [246] openacademics,data [246] share,#academictwit Top Word Pairs in Tweet in G4:
[110] data,visualization [81] visualization,handbook [76] favorite,book [76] book,#dataviz [76] #dataviz,best [76] best,practices [76] practices,data [76] handbook,infomuotoilu [76] infomuotoilu,jhilden [75] nadiehbremer,favorite Top Word Pairs in Tweet in G5:
[115] data,visualization [91] opportunity,cornellbirds [86] #datavisualization,#job [86] #job,opportunity [86] cornellbirds,join [86] join,team [86] team,develop [86] develop,dynamic [86] dynamic,interactive [86] interactive,data Top Word Pairs in Tweet in G6:
[128] remember,galaxy [128] galaxy,umap [128] umap,visualization [128] visualization,integers [128] integers,000 [128] 000,000 [128] 000,represented [128] represented,prime [128] prime,factors [128] factors,made Top Word Pairs in Tweet in G7:
[169] retweet,incredible [169] incredible,data [169] data,visualization [169] visualization,seen [169] seen,shows [169] shows,covid [169] covid,19 [169] 19,transforming [169] transforming,blue [168] sethabramson,retweet Top Word Pairs in Tweet in G8:
[97] data,visualization [71] interesting,data [70] super,interesting [70] visualization,stinks [70] stinks,making [70] making,point [70] point,here's [70] here's,actual [70] actual,point [70] point,thanks Top Word Pairs in Tweet in G9:
[58] data,visualization [18] check,interactive [18] interactive,website [18] website,data [18] visualization,tools [18] tools,#ieeevis [18] #ieeevis,#visact [18] #visact,cc [17] #covid19,paper [17] paper,provide Top Word Pairs in Tweet in G10:
[75] data,visualization [74] #worldstatisticsday2020,meet [74] meet,pioneer [74] pioneer,both [74] both,statistics [74] statistics,data [74] visualization,florence [74] florence,nightingale [73] gwomaths,#worldstatisticsday2020 [9] excellent,visualization Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: