The graph represents a network of 5,250 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, 14 May 2021 at 00:18 UTC.
The requested start date was Friday, 14 May 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 5-day, 15-hour, 44-minute period from Friday, 07 May 2021 at 11:24 UTC to Thursday, 13 May 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 : 5250
Unique Edges : 3061
Edges With Duplicates : 12919
Total Edges : 15980
Number of Edge Types : 5
Mentions : 1490
Replies to : 190
MentionsInRetweet : 7371
Retweet : 5727
Tweet : 1202
Self-Loops : 1285
Reciprocated Vertex Pair Ratio : 0.0185858585858586
Reciprocated Edge Ratio : 0.0364934549781833
Connected Components : 461
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 3922
Maximum Edges in a Connected Component : 13515
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.994366
Graph Density : 0.000274446833410446
Modularity : 0.442741
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,250 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, 14 May 2021 at 00:18 UTC.
The requested start date was Friday, 14 May 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 5-day, 15-hour, 44-minute period from Friday, 07 May 2021 at 11:24 UTC to Thursday, 13 May 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:
[717] dataviz,class [716] ggplot,code [709] finished,summer [709] summer,2021 [709] 2021,version [709] version,dataviz [709] class,70 [709] 70,videos [709] videos,23 [709] 23,hours Top Word Pairs in Tweet in G1:
[658] dataviz,class [654] finished,summer [654] summer,2021 [654] 2021,version [654] version,dataviz [654] class,70 [654] 70,videos [654] videos,23 [654] 23,hours [654] hours,literal Top Word Pairs in Tweet in G2:
[503] #rstats,#ai [407] #analytics,#bigdata [362] #ai,#reactjs [327] catherineadenle,infographic [318] big,data [314] #reactjs,#python [302] #bigdata,#rstats [301] #datascientists,#analytics [249] #python,#datascience [237] data,#datascientists Top Word Pairs in Tweet in G3:
[101] map,showing [97] unexpected,#dataviz [97] #dataviz,supermarket [97] supermarket,neighborhood [97] neighborhood,heat [97] heat,map [97] showing,number [97] number,customers [97] customers,day [97] day,hour Top Word Pairs in Tweet in G4:
[298] #dataviz,overview [298] overview,table [298] table,used [298] used,ft [298] ft,team [298] team,decide [298] decide,visualization [298] visualization,use [298] use,handy [298] handy,starting Top Word Pairs in Tweet in G5:
[248] eastern,sides [248] sides,english [248] english,cities [248] cities,tend [248] tend,poorer [248] poorer,pattern [248] pattern,traced [248] traced,back [248] back,industrial [248] industrial,revolution Top Word Pairs in Tweet in G6:
[26] misleading,graphs [26] graphs,chat [26] chat,dataremixed [26] dataremixed,common [26] common,issues [26] issues,spot [26] spot,things [26] things,keep [26] keep,mind [26] mind,creating Top Word Pairs in Tweet in G7:
[35] looking,cartographer [35] cartographer,map [35] map,expert [35] expert,paid [35] paid,opportunity [35] opportunity,looking [35] looking,anyone [35] anyone,strong [35] strong,skills [35] skills,map Top Word Pairs in Tweet in G8:
[20] graphic,detail [20] detail,#dataviz [20] #dataviz,see [20] see,more [13] 05,2020 [13] morte#1,masculino [13] #mapa,#violencia [13] #violencia,#dadosabertos [13] #dadosabertos,#transparencia [13] #transparencia,#dataviz Top Word Pairs in Tweet in G9:
[111] #dataviz,source [32] pronounce,arm [32] arm,#england [32] #england,1950 [32] 1950,vs [32] vs,2016 [32] 2016,#dataviz [31] randal_olson,pronounce [26] share,wealth [26] wealth,generation Top Word Pairs in Tweet in G10:
[105] great,example [105] example,power [105] power,effective [105] effective,#graphic [105] #graphic,provide [105] provide,#perspective [105] #perspective,day [105] day,issue [105] issue,kudos [104] drbrucewebber,great Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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:
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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: