The graph represents a network of 4,488 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, 29 October 2021 at 00:12 UTC.
The requested start date was Friday, 29 October 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, 12-hour, 22-minute period from Friday, 22 October 2021 at 14:23 UTC to Thursday, 28 October 2021 at 02:46 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 : 4488
Unique Edges : 2618
Edges With Duplicates : 13674
Total Edges : 16292
Number of Edge Types : 5
Retweet : 6191
MentionsInRetweet : 7810
Mentions : 1170
Replies to : 130
Tweet : 991
Self-Loops : 1114
Reciprocated Vertex Pair Ratio : 0.022814772565236
Reciprocated Edge Ratio : 0.0446117384636833
Connected Components : 379
Single-Vertex Connected Components : 167
Maximum Vertices in a Connected Component : 3346
Maximum Edges in a Connected Component : 14361
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.003079
Graph Density : 0.000356198357941957
Modularity : 0.399437
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,488 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, 29 October 2021 at 00:12 UTC.
The requested start date was Friday, 29 October 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, 12-hour, 22-minute period from Friday, 22 October 2021 at 14:23 UTC to Thursday, 28 October 2021 at 02:46 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:
[843] #datascientists,#analytics [676] human,fossil [669] #programming,#datascientists [667] #cop26,draws [667] draws,closer [667] closer,worth [667] worth,reminding [667] reminding,30 [667] 30,alive [667] alive,more Top Word Pairs in Tweet in G1:
[655] human,fossil [646] #cop26,draws [646] draws,closer [646] closer,worth [646] worth,reminding [646] reminding,30 [646] 30,alive [646] alive,more [646] more,50 [646] 50,human Top Word Pairs in Tweet in G2:
[833] #datascientists,#analytics [665] #programming,#datascientists [654] #analytics,#bigdata [625] #bigdata,#ai [621] #machinelearning,#datascience [595] #datascience,#programming [538] #ai,#python [490] #ai,#ml [422] #data,#datascience [419] #bigdata,#rstats Top Word Pairs in Tweet in G3:
[93] popular,datavis [93] datavis,guidelines [93] guidelines,'declutter' [93] 'declutter',minimalism [93] minimalism,'focus' [93] 'focus',headline [93] headline,annotate [93] annotate,found [93] found,decluttered [92] stevefranconeri,popular Top Word Pairs in Tweet in G4:
[40] wes,anderson's [40] anderson's,film [40] film,french_dispatch [40] french_dispatch,features [40] features,actors [40] actors,appear [40] appear,regularly [40] regularly,films [39] boknowsdata,wes [39] films,tableaupu Top Word Pairs in Tweet in G5:
[51] using,#geemap [49] giswqs,creating [33] creating,elevation [33] elevation,contours [33] contours,using [33] #geemap,#earthengine [33] #earthengine,few [33] few,lines [33] lines,code [33] code,notebook Top Word Pairs in Tweet in G6:
[45] data,visualization [43] trail,running [40] ultra,trail [33] week's,#tidytuesday [23] giant,pumpkins [22] ultra,marathon [20] submission,week's [20] #tidytuesday,recreation [20] recreation,plot [20] plot,co Top Word Pairs in Tweet in G7:
[20] graphic,detail [20] detail,#dataviz [20] #dataviz,see [20] see,more [20] source,#nyc [20] #nyc,#dataviz [12] map,source [9] data,visualization [8] news,landscape [8] landscape,looks Top Word Pairs in Tweet in G8:
[141] police,report [141] report,dataviz [141] dataviz,murder [140] maartenvsmeden,police Top Word Pairs in Tweet in G9:
[27] #dataviz,chboursin [27] richest,people [27] people,human [27] human,history [27] history,industrial [27] industrial,revolution [27] revolution,visualcap [27] visualcap,#history [27] reread,#machinelearning [27] #machinelearning,#algorithm Top Word Pairs in Tweet in G10:
[108] big,mac [54] cost,big [54] mac,around [54] around,world [54] world,2001 [54] 2001,vs [54] vs,2021 [54] 2021,#dataviz [54] #dataviz,big [54] mac,index Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
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 G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: