The graph represents a network of 4,030 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-06-21 until:2021-06-28", 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, 28 June 2021 at 12:15 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 21 June 2021 at 00:03 UTC to Sunday, 27 June 2021 at 23:56 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 : 4030
Unique Edges : 7970
Edges With Duplicates : 4252
Total Edges : 12222
Number of Edge Types : 5
Retweet : 4599
MentionsInRetweet : 4563
Tweet : 1236
Mentions : 1502
Replies to : 322
Self-Loops : 1297
Reciprocated Vertex Pair Ratio : 0.0311051475969749
Reciprocated Edge Ratio : 0.0603336093694546
Connected Components : 482
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 2723
Maximum Edges in a Connected Component : 10015
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.081558
Graph Density : 0.000520605264438282
Modularity : 0.58885
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,030 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-06-21 until:2021-06-28", 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, 28 June 2021 at 12:15 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 21 June 2021 at 00:03 UTC to Sunday, 27 June 2021 at 23:56 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:2021-06-21 until:2021-06-28
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:
[990] #ml,#nlp [975] #analytics,#bigdata [926] #100daysofcode,#dataviz [899] #datascientists,#analytics [892] #tensorflow,#coding [841] #iiot,#ml [836] #bigdata,#rstats [834] #rstats,#ai [821] #python,#datascience [718] #iot,#iiot Top Word Pairs in Tweet in G1:
[970] #ml,#nlp [954] #analytics,#bigdata [906] #100daysofcode,#dataviz [879] #datascientists,#analytics [873] #tensorflow,#coding [822] #iiot,#ml [819] #bigdata,#rstats [819] #rstats,#ai [805] #python,#datascience [697] #iot,#iiot Top Word Pairs in Tweet in G2:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [12] data,visualization [10] #dataviz,#datavisualization [10] python,statistics [10] statistics,financial [10] financial,analysis [10] analysis,trading Top Word Pairs in Tweet in G3:
[93] excited,one [93] one,today [93] today,rosemintzers [93] rosemintzers,publish [93] publish,collection [93] collection,beautiful [93] beautiful,news [93] news,#dataviz [93] #dataviz,find [93] find,tuesday Top Word Pairs in Tweet in G4:
[28] data,viz [26] source,#nyc [26] #nyc,#dataviz [25] #dataviz,#datafam [22] link,#dataviz [21] weekend,learning [21] learning,work [21] work,geospatial [21] geospatial,data [21] data,qgis Top Word Pairs in Tweet in G5:
[79] #dataviz,chboursin [71] shi4tech,hana_elsayyed [65] #bigdata,#fintech [62] chboursin,baski_la [62] baski_la,joannmoretti [62] curieuxexplorer,pawlowskimario [48] #ai,#bigdata [48] much,big [48] big,tech [48] tech,make Top Word Pairs in Tweet in G6:
[52] dataviz,project [47] covid,19 [45] gisaid,dataviz [44] source,code [44] data,gisaid [40] interactive,dataviz [39] june,2021 [32] here's,latest [29] variant,picture [28] outbreak,paths Top Word Pairs in Tweet in G7:
[63] blog,reasons [63] reasons,pre [63] pre,sketch [63] sketch,data [63] data,visualizations [63] visualizations,performing [63] performing,early [63] early,mockup [63] mockup,#dataviz [63] #dataviz,help Top Word Pairs in Tweet in G8:
[78] zip,code [75] united,states [69] co,53tkkbsqjv [69] introducing,visualization [69] visualization,tool [69] shows,data [69] data,people [69] people,openness [69] openness,receiving [69] receiving,#covid19 Top Word Pairs in Tweet in G9:
[43] thought,world [43] world,complete [43] complete,silence [43] silence,during [43] during,covid [43] covid,pandemic [43] pandemic,2020 [43] 2020,seems [43] seems,noise [43] noise,going Top Word Pairs in Tweet in G10:
[61] analyzed,air [61] air,quality [61] quality,data [61] data,gathered [61] gathered,epa [61] epa,#la [61] #la,county [61] county,see [61] see,effects [61] effects,california 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:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
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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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: