The graph represents a network of 6,369 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-15 until:2022-08-22", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 August 2022 at 09:35 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 49-minute period from Monday, 15 August 2022 at 00:02 UTC to Sunday, 21 August 2022 at 23:51 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 : 6369
Unique Edges : 9272
Edges With Duplicates : 6119
Total Edges : 15391
Number of Edge Types : 5
Retweet : 8166
Tweet : 1238
Mentions : 1421
Replies to : 443
MentionsInRetweet : 4123
Self-Loops : 1347
Reciprocated Vertex Pair Ratio : 0.0169281585466557
Reciprocated Edge Ratio : 0.0332927324401137
Connected Components : 405
Single-Vertex Connected Components : 168
Maximum Vertices in a Connected Component : 4959
Maximum Edges in a Connected Component : 12723
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.242207
Graph Density : 0.000242912631930259
Modularity : 0.571017
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,369 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-15 until:2022-08-22", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 August 2022 at 09:35 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 49-minute period from Monday, 15 August 2022 at 00:02 UTC to Sunday, 21 August 2022 at 23:51 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 : TwitterSearch
Graph Term : dataviz OR datavis since:2022-08-15 until:2022-08-22
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1759] #datavis,#infosec [1724] #rstats,#dataviz [1723] #javascript,#reactjs [1720] #iot,#iiot [1690] #reactjs,#wordpress [1676] #fintech,#insurtech [1669] #wordpress,#security [1660] #ai,#finserv [1646] #insurtech,#ai [1641] #flutter,#html Top Word Pairs in Tweet in G1:
[1439] #rstats,#dataviz [1423] river,discharge [1422] discharge,anomaly [1403] worst,#drought [1403] #drought,500 [1403] 500,years [1403] years,europe [1403] europe,river [1402] single,map [1402] map,worst Top Word Pairs in Tweet in G2:
[329] #machinelearning,#ml [301] #data,#dataviz [253] #data,#datascience [227] #datascience,#analytics [218] #dataviz,#datavisualization [217] #dataviz,#rstats [159] #rstats,#dataviz [154] #datavisualization,#stats [139] #datamining,#bigdata [131] #analytics,#stats Top Word Pairs in Tweet in G3:
[1759] #datavis,#infosec [1722] #javascript,#reactjs [1690] #iot,#iiot [1690] #reactjs,#wordpress [1676] #fintech,#insurtech [1669] #wordpress,#security [1660] #ai,#finserv [1646] #insurtech,#ai [1641] #flutter,#html [1635] #security,#defi Top Word Pairs in Tweet in G4:
[604] 10,people [401] simple,illustration [401] illustration,wealth [401] wealth,inequality [401] inequality,2021 [401] 2021,10 [401] people,earth [401] earth,wealth [401] wealth,split [401] split,person Top Word Pairs in Tweet in G5:
[13] #etsyemail,co [13] youtube,video [11] cat,blanket [9] make,money [9] #etsy,shop [8] social,media [8] united,states [6] states,america [6] elon,musk [6] excited,share Top Word Pairs in Tweet in G6:
[80] #datafam,#dataviz [76] made,dashboard [76] dashboard,demonstrate [76] demonstrate,create [76] create,custom [76] custom,phone [76] phone,layouts [76] layouts,#tableau [76] #tableau,wrote [76] wrote,blog Top Word Pairs in Tweet in G7:
[95] visualize,data [81] analyzed,air [81] air,quality [81] quality,data [81] data,gathered [81] gathered,epa [81] epa,#la [81] #la,county [81] county,see [81] see,effects Top Word Pairs in Tweet in G8:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [25] source,#nyc [25] #nyc,#dataviz [14] map,source [9] course,#datavis [9] data,visualization [8] covid,19 Top Word Pairs in Tweet in G9:
[59] hey,#econtwitter [59] #econtwitter,seen [59] seen,'coding [59] 'coding,economists' [59] economists',online [59] online,book [59] book,#python [59] #python,coding [59] coding,research [59] research,covering Top Word Pairs in Tweet in G10:
[43] #dataviz,#datavisualization [40] piece,composition [40] composition,universe [40] universe,#universe [40] #universe,#space [40] #space,#science [40] #science,#spacescience [40] #spacescience,#dataviz [40] #datavisualization,#dataillustration [40] #dataillustration,#illustration 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: