The graph represents a network of 3,885 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 November 2019 at 21:23 UTC.
The requested start date was Saturday, 30 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 8-hour, 2-minute period from Tuesday, 26 November 2019 at 16:57 UTC to Saturday, 30 November 2019 at 01:00 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 : 3885
Unique Edges : 4978
Edges With Duplicates : 2306
Total Edges : 7284
Number of Edge Types : 3
Tweet : 1126
Mentions : 6017
Replies to : 141
Self-Loops : 1126
Reciprocated Vertex Pair Ratio : 0.0240098501949518
Reciprocated Edge Ratio : 0.0468937875751503
Connected Components : 442
Single-Vertex Connected Components : 158
Maximum Vertices in a Connected Component : 2392
Maximum Edges in a Connected Component : 5335
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.222698
Graph Density : 0.000330697035125459
Modularity : 0.65567
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,885 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 November 2019 at 21:23 UTC.
The requested start date was Saturday, 30 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 8-hour, 2-minute period from Tuesday, 26 November 2019 at 16:57 UTC to Saturday, 30 November 2019 at 01:00 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 : dataviz OR datavis
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:
[575] boomers,1989 [574] fraction,wealth [574] wealth,owned [574] 1989,21 [573] gen,xers [572] boomers,gen [572] xers,average [572] average,member [572] member,each [572] 35,boomers Top Word Pairs in Tweet in G1:
[567] fraction,wealth [567] wealth,owned [567] owned,boomers [567] boomers,gen [567] gen,xers [567] xers,average [567] average,member [567] member,each [567] each,age [567] age,35 Top Word Pairs in Tweet in G2:
[367] phishfindr,found [361] gt,found [361] found,today [320] #ai,#ia [306] #ia,#bigdata [260] #dataanalytics,#data [260] #data,#cloud [260] #cloud,#iot [255] #bigdata,#blockchain [249] #iot,#businessintelligence Top Word Pairs in Tweet in G3:
[188] yesterday,wmo [188] wmo,reported [188] reported,another [188] another,record [188] record,level [188] level,co [188] co,atmosphere [188] atmosphere,407 [188] 407,ppm [188] ppm,main Top Word Pairs in Tweet in G4:
[19] flight,attendant [19] attendant,doctor [19] doctor,flight [19] flight,dad [19] dad,ve [19] ve,dad [19] dad,dad [19] dad,asking [19] asking,data [18] reading,jonathandrummey's Top Word Pairs in Tweet in G5:
[27] free,speech [26] chilling,attack [26] attack,free [26] speech,#dataviz [26] flight,attendant [26] attendant,doctor [26] doctor,flight [26] flight,dad [26] dad,nudging [26] nudging,dad Top Word Pairs in Tweet in G6:
[13] data,visualization [10] #infographic,#dataviz [8] visualization,trello [8] trello,board [8] board,eleanor [8] eleanor,brown [8] brown,#dataviz [8] #dataviz,#gamedev [7] #infographics,#infographic [7] #visual,#contentmarketing Top Word Pairs in Tweet in G7:
[26] student,loan [22] #rstats,#dataviz [16] loan,debt [14] #ggplot2,#dataviz [12] #tidytuesday,2019 [12] 2019,48 [12] 48,student [12] debt,sure [12] sure,loan [12] loan,terms Top Word Pairs in Tweet in G8:
[66] #30daymapchallenge,day [52] craigtaylorgis,#30daymapchallenge [34] day,29 [34] 29,experimental [34] experimental,#dataviz [34] #dataviz,produce [34] produce,stems [34] stems,experimenting [34] experimenting,old [34] old,concept Top Word Pairs in Tweet in G9:
[34] nice,break [34] break,down [34] down,tjmahr [34] tjmahr,made [34] made,combo [34] combo,viz [34] viz,another [34] another,mixed [34] mixed,effects [34] effects,model Top Word Pairs in Tweet in G10:
[9] information,beautiful [7] created,voronoi [7] voronoi,map [7] map,streamgraph [7] streamgraph,#dataviz [7] #dataviz,prototype [7] prototype,swayable [7] swayable,visualize [7] visualize,preferential [7] preferential,polling Top Replied-To in Entire Graph:
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Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: