The graph represents a network of 4,250 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 Friday, 26 November 2021 at 01:14 UTC.
The requested start date was Friday, 26 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 5-day, 5-hour, 48-minute period from Friday, 19 November 2021 at 20:58 UTC to Thursday, 25 November 2021 at 02:47 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 : 4250
Unique Edges : 2977
Edges With Duplicates : 14295
Total Edges : 17272
Number of Edge Types : 5
Retweet : 6203
MentionsInRetweet : 8832
Tweet : 916
Mentions : 1190
Replies to : 131
Self-Loops : 1010
Reciprocated Vertex Pair Ratio : 0.0137501809234332
Reciprocated Edge Ratio : 0.0271273557966876
Connected Components : 383
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 3172
Maximum Edges in a Connected Component : 15571
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.718371
Graph Density : 0.000387855966109673
Modularity : 0.363396
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,250 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 Friday, 26 November 2021 at 01:14 UTC.
The requested start date was Friday, 26 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 5-day, 5-hour, 48-minute period from Friday, 19 November 2021 at 20:58 UTC to Thursday, 25 November 2021 at 02:47 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:
[1002] #analytics,#bigdata [943] #fintech,#insurtech [865] #datascientists,#analytics [806] #bigdata,#ai [783] #insurtech,#finserv [652] #python,#datascience [646] #programming,#datascientists [622] #ai,#python [607] data,processing [607] processing,#datascience Top Word Pairs in Tweet in G1:
[989] #analytics,#bigdata [940] #fintech,#insurtech [854] #datascientists,#analytics [798] #bigdata,#ai [780] #insurtech,#finserv [642] #python,#datascience [639] #programming,#datascientists [615] #ai,#python [600] data,processing [600] processing,#datascience Top Word Pairs in Tweet in G2:
[267] #dataviz,source [266] #programming,languages [266] languages,required [266] required,data [266] data,jobs [266] jobs,meta [266] meta,#datascience [265] #datascience,#machinelearning [265] #machinelearning,#dataviz [262] randal_olson,#programming Top Word Pairs in Tweet in G3:
[57] 60,speakers [45] #euopendatadays,23 [37] year's,first [37] first,online [37] online,#euopendatadays [35] speakers,60 [35] 60,partners [35] people,registered [31] partners,2000 [31] 2000,people Top Word Pairs in Tweet in G4:
[190] big,story [190] story,uk [190] uk,booster [190] booster,effect [190] effect,morning [190] morning,ve [190] ve,rolled [190] rolled,chart [190] chart,format [190] format,shows Top Word Pairs in Tweet in G5:
[21] source,#nyc [21] #nyc,#dataviz [12] map,source [9] 25,november [8] 60,speakers [8] speakers,60 [8] 60,partners [8] partners,2000 [8] 2000,people [8] people,registered Top Word Pairs in Tweet in G6:
[127] #30daymapchallenge,day [71] experimental,map [70] made,#blender3d [69] map,made [46] #blender3d,data [45] day,22 [41] population,density [31] day,20 [31] 20,movement [28] vessel,density Top Word Pairs in Tweet in G7:
[71] kirellbenzi,data [51] #ai,#dataviz [48] made,#ai [45] data,storytelling [45] storytelling,neural [45] neural,networks [45] networks,part [45] part,made [45] #dataviz,#datavisualization [45] #datavisualization,#machinelearning Top Word Pairs in Tweet in G8:
[99] analyzed,air [99] air,quality [99] quality,data [99] data,gathered [99] gathered,epa [99] epa,#la [99] #la,county [99] county,see [99] see,effects [99] effects,california Top Word Pairs in Tweet in G9:
[85] data,visualization [28] introduction,data [26] interactive,data [26] week,48 [22] learn,create [22] week's,#tidytuesday [22] imdb,ratings [20] visualization,everyone [20] everyone,introduction [20] visualization,coding Top Word Pairs in Tweet in G10:
[17] visualizing,200 [17] 200,years [17] years,#population [17] #population,density [17] density,visualcap [17] visualcap,#usa [17] #usa,#demographics [17] #demographics,#dataviz [16] frronconi,visualizing [10] #iiot,#ioe Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: