The graph represents a network of 5,627 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, 19 November 2021 at 01:14 UTC.
The requested start date was Friday, 19 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 3-day, 12-hour, 49-minute period from Sunday, 14 November 2021 at 14:00 UTC to Thursday, 18 November 2021 at 02:49 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 : 5627
Unique Edges : 4634
Edges With Duplicates : 14522
Total Edges : 19156
Number of Edge Types : 5
Retweet : 6549
MentionsInRetweet : 10749
Tweet : 687
Mentions : 1086
Replies to : 85
Self-Loops : 758
Reciprocated Vertex Pair Ratio : 0.010823812387252
Reciprocated Edge Ratio : 0.0214158239143367
Connected Components : 338
Single-Vertex Connected Components : 134
Maximum Vertices in a Connected Component : 4585
Maximum Edges in a Connected Component : 17427
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.113623
Graph Density : 0.000318597468618971
Modularity : 0.45114
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,627 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, 19 November 2021 at 01:14 UTC.
The requested start date was Friday, 19 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 3-day, 12-hour, 49-minute period from Sunday, 14 November 2021 at 14:00 UTC to Thursday, 18 November 2021 at 02:49 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:
[1919] great,map [1917] neilrkaye,great [1800] map,artlebedev [1800] artlebedev,studio [1800] studio,countries [1800] countries,scaled [1800] scaled,shaped [1800] shaped,correctly [1800] correctly,thought [1800] thought,doing Top Word Pairs in Tweet in G1:
[1890] great,map [1888] neilrkaye,great [1774] map,artlebedev [1774] artlebedev,studio [1774] studio,countries [1774] countries,scaled [1774] scaled,shaped [1774] shaped,correctly [1774] correctly,thought [1774] thought,doing Top Word Pairs in Tweet in G2:
[640] #fintech,#insurtech [620] #insurtech,#finserv [450] #finserv,#marketing [369] #analytics,#bigdata [324] #bigdata,#ai [217] #datascientists,#analytics [201] ingliguori,#datascience [159] ingliguori,#infographic [159] artificial,intelligence [157] #infographic,branches Top Word Pairs in Tweet in G3:
[63] #dataviz,books [62] books,recommend [62] recommend,asked [62] asked,question [62] question,many [62] many,times [62] times,decided [62] decided,map [62] map,books [61] evelinajud,#dataviz Top Word Pairs in Tweet in G4:
[119] today,birthday [119] birthday,21 [119] 21,born [119] born,371 [119] 371,70 [119] 70,ppm [119] ppm,today [119] today,413 [119] 413,93 [119] 93,ppm Top Word Pairs in Tweet in G5:
[58] #rstats,#rspatial [57] turn,maps [57] maps,hexbins [57] hexbins,pixels [57] pixels,more [57] more,dhernangomez [57] dhernangomez,matschnetzer [57] matschnetzer,#rstats [56] sharon000,turn [38] data,visualization Top Word Pairs in Tweet in G6:
[184] wind,farms [106] days,#cop26 [106] #cop26,wondering [106] wondering,wind [106] farms,distributed [106] distributed,europe [106] europe,using [106] using,data [106] data,openstreetmap [106] openstreetmap,made Top Word Pairs in Tweet in G7:
[20] 2021,11 [18] tableau,beginners [18] beginners,tutorial [16] superioridad,moral [16] moral,estética [16] estética,ggplot2 [16] ggplot2,cualquier [16] cualquier,libraría [16] libraría,dataviz [16] dataviz,python Top Word Pairs in Tweet in G8:
[60] analyzed,air [60] air,quality [60] quality,data [60] data,gathered [60] gathered,epa [60] epa,#la [60] #la,county [60] county,see [60] see,effects [60] effects,california Top Word Pairs in Tweet in G9:
[12] graphic,detail [12] detail,#dataviz [12] #dataviz,see [12] see,more [12] source,#nyc [12] #nyc,#dataviz [9] data,visualization [7] #dataviz,#datavisualization [7] #dataviz,#googledatastudio [7] map,source Top Word Pairs in Tweet in G10:
[85] looks,incredible [85] incredible,resource [85] resource,fantastic [85] fantastic,effort [85] effort,nprougier [85] nprougier,#python [85] #python,#dataviz [84] jscarto,looks [18] load,blog [18] blog,#python Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
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:
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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: