The graph represents a network of 2,718 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-06-23 until:2022-06-30", 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, 27 June 2022 at 10:15 UTC.
The tweets in the network were tweeted over the 4-day, 8-hour, 48-minute period from Thursday, 23 June 2022 at 00:02 UTC to Monday, 27 June 2022 at 08:50 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 : 2718
Unique Edges : 5452
Edges With Duplicates : 10590
Total Edges : 16042
Number of Edge Types : 5
Retweet : 6784
Tweet : 566
MentionsInRetweet : 6361
Mentions : 1353
Replies to : 978
Self-Loops : 674
Reciprocated Vertex Pair Ratio : 0.0400529625951672
Reciprocated Edge Ratio : 0.0770210057288351
Connected Components : 298
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1846
Maximum Edges in a Connected Component : 14616
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.647205
Graph Density : 0.00085093636853832
Modularity : 0.345138
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,718 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-06-23 until:2022-06-30", 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, 27 June 2022 at 10:15 UTC.
The tweets in the network were tweeted over the 4-day, 8-hour, 48-minute period from Thursday, 23 June 2022 at 00:02 UTC to Monday, 27 June 2022 at 08:50 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:2022-06-23 until:2022-06-30
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:
[4463] #fintech,#insurtech [4274] #datavis,#infosec [4201] #flutter,#html [4185] #javascript,#reactjs [4155] #html,#azure [4149] #mlops,#flutter [4092] #infosec,#devops [4049] #insurtech,#ai [4042] #wordpress,#security [3944] #ai,#finserv Top Word Pairs in Tweet in G1:
[4458] #fintech,#insurtech [4267] #datavis,#infosec [4198] #flutter,#html [4178] #javascript,#reactjs [4152] #html,#azure [4146] #mlops,#flutter [4085] #infosec,#devops [4044] #insurtech,#ai [4037] #wordpress,#security [3939] #ai,#finserv Top Word Pairs in Tweet in G2:
[65] #datascience,#dataviz [57] #rstats,#datascience [50] #dataviz,#maps [44] short,tutorial [44] tutorial,create [44] create,small [44] small,spatial [44] spatial,multiples [44] multiples,#rstats [44] #rstats,aggregating Top Word Pairs in Tweet in G3:
[179] #dataviz,#datavisualization [133] #data,#dataviz [111] #datascience,#dataanalytics [98] descarga,ten [98] ten,mano [98] mano,estas [98] estas,guías [98] guías,gratuitas [98] gratuitas,estadística [98] estadística,descriptiva Top Word Pairs in Tweet in G4:
[125] simple,graph [125] graph,paper [125] paper,#dataviz [125] #dataviz,theeconomist [125] theeconomist,saving [125] saving,20 [125] 20,million [125] million,lives [125] lives,first [125] first,year Top Word Pairs in Tweet in G5:
[35] data,visualization [22] visualization,specialist [21] dataviz,job [21] job,opening [21] opening,data [21] specialist,wanted [21] wanted,retweets [21] retweets,appreciated [21] appreciated,#dataviz [21] #dataviz,#datavizjobs Top Word Pairs in Tweet in G6:
[46] #dataviz,#rstats [44] calor,antes [44] antes,siguiente [44] siguiente,resumen [44] resumen,70 [44] 70,días [44] días,alcanzamos [44] alcanzamos,40ºc [44] 40ºc,máxima [44] máxima,cuenca Top Word Pairs in Tweet in G7:
[36] visualize,data [32] analyzed,air [32] air,quality [32] quality,data [32] data,gathered [32] gathered,epa [32] epa,#la [32] #la,county [32] county,see [32] see,effects Top Word Pairs in Tweet in G8:
[66] different,latitudes [64] night,vs [64] vs,day [64] day,angle [64] angle,sun [64] sun,different [64] latitudes,each [64] each,day [64] day,year [64] year,#dataviz Top Word Pairs in Tweet in G9:
[18] see,more [18] source,#nyc [18] #nyc,#dataviz [17] graphic,detail [17] detail,#dataviz [17] #dataviz,see [11] #dataviz,#googledatastudio [11] #analysis,#reporting [10] #website,#analysis [10] over,330 Top Word Pairs in Tweet in G10:
[40] nevillegaunt,betamoroney [23] baski_la,fogle_shane [20] #economics,#coffee [20] #coffee,one [20] one,chart [20] chart,visualcap [20] #drinks,#supplychain [20] #supplychain,#dataviz [18] visualcap,#drinks [17] #dataviz,hana_elsayyed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: