The graph represents a network of 5,547 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, 30 July 2021 at 00:20 UTC.
The requested start date was Friday, 30 July 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, 7-hour, 11-minute period from Thursday, 22 July 2021 at 19:56 UTC to Thursday, 29 July 2021 at 03:07 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 : 5547
Unique Edges : 5343
Edges With Duplicates : 13150
Total Edges : 18493
Number of Edge Types : 5
Tweet : 1125
Retweet : 5994
MentionsInRetweet : 10139
Mentions : 1091
Replies to : 144
Self-Loops : 1193
Reciprocated Vertex Pair Ratio : 0.00964790133280286
Reciprocated Edge Ratio : 0.0191114175943257
Connected Components : 474
Single-Vertex Connected Components : 210
Maximum Vertices in a Connected Component : 4332
Maximum Edges in a Connected Component : 16346
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.896157
Graph Density : 0.000329967219117152
Modularity : 0.470474
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,547 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, 30 July 2021 at 00:20 UTC.
The requested start date was Friday, 30 July 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, 7-hour, 11-minute period from Thursday, 22 July 2021 at 19:56 UTC to Thursday, 29 July 2021 at 03:07 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:
[1096] jburnmurdoch,ft [1094] lifesaving,impact [1094] impact,full [1094] full,vaccination [1094] vaccination,log [1094] log,plot [1094] plot,graph [1094] graph,age [1094] age,mroliverbarnes [1094] mroliverbarnes,jburnmurdoch Top Word Pairs in Tweet in G1:
[1076] jburnmurdoch,ft [1075] lifesaving,impact [1075] impact,full [1075] full,vaccination [1075] vaccination,log [1075] log,plot [1075] plot,graph [1075] graph,age [1075] age,mroliverbarnes [1075] mroliverbarnes,jburnmurdoch Top Word Pairs in Tweet in G2:
[125] simple,charts [121] blog,#dataviz [120] #dataviz,always [120] always,need [120] need,fancy [120] fancy,creating [120] creating,good [120] good,simple [120] charts,proud [119] lisacrost,blog Top Word Pairs in Tweet in G3:
[427] #ai,#ml [370] #data,#datascience [330] #datascience,#ai [330] #algorithm,#datasets [297] #datascientists,#analytics [256] #datasets,#datascientists [253] #ml,#algorithm [252] data,science [247] alsalhan,infographic [238] #analytics,#ar Top Word Pairs in Tweet in G4:
[1050] trillion,poorest [526] poorest,50 [526] 50,trillion [526] trillion,wealth [525] wealth,1991 [525] 1991,richest [525] richest,trillion [525] wealth,2021 [525] 2021,richest [525] richest,41 Top Word Pairs in Tweet in G5:
[25] see,more [24] graphic,detail [24] detail,#dataviz [24] #dataviz,see [15] data,visualization [15] #dataviz,fonte [15] fonte,dados [8] esse,número [8] covid,19 [8] #coronavirus,#stayhome Top Word Pairs in Tweet in G6:
[132] #dataviz,source [123] generative,art [120] premium,generative [120] art,shirt [86] symptomatic,breakthrough [86] breakthrough,#covid19 [86] #covid19,infections [86] infections,#pandemic [86] #pandemic,#dataviz [85] randal_olson,symptomatic Top Word Pairs in Tweet in G7:
[102] july,2021 [94] outbreak,paths [94] paths,update [61] current,covid [61] south,wales [60] wales,outbreak [58] 2021,dataviz [57] dataviz,infection [57] infection,spread [57] spread,area Top Word Pairs in Tweet in G8:
[37] iceland's,population [37] population,3d [37] 3d,#dataviz [37] #dataviz,#geoshare [37] #geoshare,#blender [36] helenmakesmaps,iceland's [29] source,atlas [29] atlas,français [29] français,laurence [29] laurence,duboys Top Word Pairs in Tweet in G9:
[56] calling,graduates [56] graduates,times [56] times,sunday [56] sunday,times [56] times,launching [56] launching,data [56] data,visualisation [56] visualisation,grad [56] grad,scheme [56] scheme,looking Top Word Pairs in Tweet in G10:
[78] spectral,indices [50] hey,#googleearthengine [50] #googleearthengine,enthusiasts [48] dmlmont,hey [28] enthusiasts,compute [28] compute,spectral [28] indices,awesome [28] awesome,ee [28] ee,spectral [28] heat,floods 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 G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: