The graph represents a network of 1,165 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Tuesday, 11 June 2019 at 13:49 UTC.
The tweets in the network were tweeted over the 22-hour, 22-minute period from Monday, 10 June 2019 at 15:21 UTC to Tuesday, 11 June 2019 at 13:43 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 : 1165
Unique Edges : 1759
Edges With Duplicates : 297
Total Edges : 2056
Number of Edge Types : 4
Mentions : 1109
Tweet : 269
Retweet : 651
Replies to : 27
Self-Loops : 284
Reciprocated Vertex Pair Ratio : 0.0183710961420698
Reciprocated Edge Ratio : 0.0360793746241732
Connected Components : 217
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 393
Maximum Edges in a Connected Component : 918
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.757736
Graph Density : 0.00122634691680309
Modularity : 0.792138
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[173] gt,gt [62] data,visualization [56] made,animation [56] animation,us's [56] us's,top [56] top,sources [56] sources,refugees [56] refugees,country [56] country,2000 [56] 2000,guessed Top Word Pairs in Tweet in G1:
[37] gt,gt [26] salesforce,buying [25] data,visualization [21] 15,7b [18] company,tableau [18] tableau,15 [17] #ai,#machinelearning [17] #datascience,#bi [17] buying,data [17] visualization,company Top Word Pairs in Tweet in G2:
[8] salesforce,buying [8] data,visualization [6] tableau,15 [6] 15,billion [6] stock,deal [5] buying,tableau [5] #salesforce,#tableau [5] #tableau,#dataviz [5] 15,7b [4] company,tableau Top Word Pairs in Tweet in G3:
[20] datasciencectrl,read [20] #dataviz,#ai [15] key,requirements [15] requirements,#iot [15] #iot,success [15] success,datawatch [15] datawatch,#internetofthings [15] #internetofthings,#bigdata [15] #bigdata,#dataviz [15] #dataviz,#visualization Top Word Pairs in Tweet in G4:
[56] made,animation [56] animation,us's [56] us's,top [56] top,sources [56] sources,refugees [56] refugees,country [56] country,2000 [56] 2000,guessed [56] guessed,burma [56] burma,#1 Top Word Pairs in Tweet in G5:
[115] gt,gt [19] reporting,#ai [19] #ai,enabled [19] enabled,#businessintelligence [19] #businessintelligence,multi [19] multi,step [19] step,journey [19] journey,gt [19] gt,eckersongroup [19] eckersongroup,mikequindazzi Top Word Pairs in Tweet in G6:
[37] #dataviz,18 [37] 18,000 [37] 000,asteroid [37] asteroid,orbits [37] orbits,including [37] including,excellent [37] excellent,#python [37] #python,repo [37] repo,stellar [37] stellar,example Top Word Pairs in Tweet in G7:
[15] believe,inaugural [15] inaugural,#satrdayberlin [15] #satrdayberlin,take [15] take,place [15] place,satrday [15] satrday,still [15] still,register [15] register,#rstats [15] #rstats,#berlin [15] #berlin,#datascience Top Word Pairs in Tweet in G8:
[20] #somalia,brink [20] brink,major [20] major,humanitarian [20] humanitarian,crisis [20] crisis,another [20] another,severe [20] severe,drought [20] drought,million [20] million,acutely [20] acutely,food Top Word Pairs in Tweet in G9:
[15] #music,#history [14] #techno,#housemusic [12] gt,gt [10] #dataviz,#bigdata [10] #rnb,#hiphop [10] #hiphop,#rap [9] 'tacet,fine' [9] fine',#dataviz [9] #dataviz,#datascience [9] #datascience,#bigdata Top Word Pairs in Tweet in G10:
[23] #dataviz,#infographics [18] thoughts,readings [18] readings,visualization [18] visualization,critique [18] critique,#dataviz [18] #infographics,#howchartslie [18] #howchartslie,#ddj [5] #infographics,#ddj [5] data,seem [5] seem,cut Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G7:
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 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: