The graph represents a network of 4,552 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, 18 June 2021 at 00:19 UTC.
The requested start date was Friday, 18 June 2021 at 00:01 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 6-day, 6-hour, 37-minute period from Thursday, 10 June 2021 at 20:30 UTC to Thursday, 17 June 2021 at 03:08 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 : 4552
Unique Edges : 2468
Edges With Duplicates : 13281
Total Edges : 15749
Number of Edge Types : 5
Retweet : 5820
MentionsInRetweet : 7174
Mentions : 1376
Tweet : 1195
Replies to : 184
Self-Loops : 1273
Reciprocated Vertex Pair Ratio : 0.0246506515936568
Reciprocated Edge Ratio : 0.0481152313821637
Connected Components : 470
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 3106
Maximum Edges in a Connected Component : 12783
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.395377
Graph Density : 0.000315019893655926
Modularity : 0.390612
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,552 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, 18 June 2021 at 00:19 UTC.
The requested start date was Friday, 18 June 2021 at 00:01 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 6-day, 6-hour, 37-minute period from Thursday, 10 June 2021 at 20:30 UTC to Thursday, 17 June 2021 at 03:08 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:
[1389] #datascientists,#analytics [1298] #analytics,#bigdata [1003] #rstats,#ai [965] #bigdata,#rstats [826] catherineadenle,infographic [798] #ai,#reactjs [662] #reactjs,#python [518] #python,#datascience [471] data,science [462] infographic,data Top Word Pairs in Tweet in G1:
[1361] #datascientists,#analytics [1276] #analytics,#bigdata [985] #rstats,#ai [947] #bigdata,#rstats [808] catherineadenle,infographic [782] #ai,#reactjs [649] #reactjs,#python [463] #python,#datascience [452] infographic,data [444] data,science Top Word Pairs in Tweet in G2:
[192] wrote,series [192] series,tutorials [192] tutorials,powerful [192] powerful,extensions [192] extensions,ggplot2 [192] ggplot2,link [191] alextuowang,wrote [40] #rstats,#dataviz [39] great,lakes [29] week,24 Top Word Pairs in Tweet in G3:
[168] #dataviz,source [66] much,each [66] each,character [66] character,#theoffice [66] #theoffice,speaks [66] speaks,throughout [66] throughout,series [66] series,#dataviz [65] randal_olson,much [60] topography,roman Top Word Pairs in Tweet in G4:
[103] come,rely [103] rely,graphs [103] graphs,#dataviz [103] #dataviz,invention [103] invention,graphs [103] graphs,charts [103] charts,much [103] much,quieter [103] quieter,affair [102] erictopol,come Top Word Pairs in Tweet in G5:
[25] see,more [24] graphic,detail [24] detail,#dataviz [24] #dataviz,see [11] data,visualization [11] #data,#datascience [11] #datascience,#python [11] #python,#dataviz [10] #dataviz,#datavisualization [9] covid,19 Top Word Pairs in Tweet in G6:
[136] countries,world [136] world,ranked [136] ranked,population [136] population,size [136] size,map [136] map,size [136] size,proportional [136] proportional,population [136] population,100 [136] 100,populous Top Word Pairs in Tweet in G7:
[59] analyzed,air [59] air,quality [59] quality,data [59] data,gathered [59] gathered,epa [59] epa,#la [59] #la,county [59] county,see [59] see,effects [59] effects,california Top Word Pairs in Tweet in G8:
[125] english,language [124] keyboard,letters [124] letters,sized [124] sized,according [124] according,frequency [124] frequency,use [124] use,english [124] language,horrible [123] simongerman600,keyboard [7] sundellviz,countries Top Word Pairs in Tweet in G9:
[72] still,month [72] month,away [72] away,dates [72] dates,reach [72] reach,highest [72] highest,maximum [72] maximum,temperatures [72] temperatures,year [72] year,called [72] called,dog Top Word Pairs in Tweet in G10:
[76] save,date [76] date,nimh [76] nimh,workshop [76] workshop,advanced [76] advanced,statistical [76] statistical,methods [76] methods,dynamic [76] dynamic,data [76] data,visualizations [76] visualizations,mental Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: