The graph represents a network of 7,184 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 10,000 tweets. The network was obtained from Twitter on Thursday, 05 December 2019 at 17:14 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 53-minute period from Wednesday, 27 November 2019 at 11:39 UTC to Thursday, 05 December 2019 at 16:33 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 : 7184
Unique Edges : 11243
Edges With Duplicates : 5507
Total Edges : 16750
Number of Edge Types : 4
Mentions : 7193
Retweet : 7068
Tweet : 2118
Replies to : 371
Self-Loops : 2207
Reciprocated Vertex Pair Ratio : 0.0248517614230903
Reciprocated Edge Ratio : 0.0484982557644857
Connected Components : 743
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 4959
Maximum Edges in a Connected Component : 13265
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.393946
Graph Density : 0.000227759523770397
Modularity : 0.654209
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 7,184 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 10,000 tweets. The network was obtained from Twitter on Thursday, 05 December 2019 at 17:14 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 53-minute period from Wednesday, 27 November 2019 at 11:39 UTC to Thursday, 05 December 2019 at 16:33 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 : TwitterSearch
Graph Term : dataviz
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1177] gt,gt [967] #cybersecurity,#infosec [904] #malware,#dataviz [902] phishfindr,found [902] #cybersec,#cybersecurity [902] #infosec,#malware [902] #dataviz,#datamunching [889] genx,2008 [886] boomers,1989 [885] 1989,21 Top Word Pairs in Tweet in G1:
[879] fraction,wealth [879] wealth,owned [879] owned,boomers [879] boomers,amp [879] amp,gen [879] gen,xers [879] xers,average [879] average,member [879] member,each [879] each,age Top Word Pairs in Tweet in G2:
[1138] gt,gt [963] #cybersecurity,#infosec [899] phishfindr,found [899] #cybersec,#cybersecurity [899] #infosec,#malware [899] #malware,#dataviz [899] #dataviz,#datamunching [876] gt,found [876] found,today [876] gt,2019 Top Word Pairs in Tweet in G3:
[59] data,visualization [39] #dataviz,#infographics [38] #infographics,#ddj [31] learn,more [29] tableau,#dataviz [25] more,#dataviz [25] bar,chart [21] #dataviz,#tableau [19] visualize,data [18] chart,race Top Word Pairs in Tweet in G4:
[160] #rstats,#dataviz [73] learn,more [57] datawrapper,charts [57] charts,maps [57] maps,amp [57] amp,tables [56] create,publish [56] use,api [55] enable,more [55] more,people Top Word Pairs in Tweet in G5:
[10] data,visualization [10] #data,#dataviz [9] #infographic,#dataviz [7] #dataviz,#datavisualization [6] #tableau,#dataviz [6] #infographics,#infographic [6] #dataviz,#visual [6] #visual,#contentmarketing [6] #storytelling,#digitalmarketing [6] #dataviz,#analytics Top Word Pairs in Tweet in G6:
[106] co,emissions [98] #dataviz,#climatechange [95] #climatechange,#globalwarming [56] wmo,provisional [56] provisional,statement [56] statement,#stateofclimate [56] #stateofclimate,dec [56] dec,#cop25 [56] #cop25,global [56] global,temperature Top Word Pairs in Tweet in G7:
[96] #30daymapchallenge,day [93] #maps,#3d [93] #3d,#animation [44] day,22 [44] 22,build [44] build,environment [44] environment,same [44] same,idea [44] idea,'yellow' [44] 'yellow',another Top Word Pairs in Tweet in G8:
[59] rotation,periods [59] periods,planets [59] planets,shown [59] shown,relative [59] relative,scale [59] scale,jupiter [59] jupiter,rotates [59] rotates,around [59] around,times [59] times,faster Top Word Pairs in Tweet in G9:
[141] phate,dimensionality [141] dimensionality,reduction [141] reduction,#dataviz [141] #dataviz,method [141] today,naturebiotech [88] excited,phate [88] method,today [88] naturebiotech,congrats [88] congrats,kevin [88] kevin,moon Top Word Pairs in Tweet in G10:
[82] outstanding,animated [82] animated,globe [82] globe,shows [82] shows,year [82] year,worth [82] worth,earthquakes [82] earthquakes,depth [82] depth,july [82] july,2017 [82] 2017,july Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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: