The graph represents a network of 3.900 Twitter users whose recent tweets contained "#DataViz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5.000 tweets. The network was obtained from Twitter on Friday, 20 September 2019 at 17:20 UTC.
The tweets in the network were tweeted over the 3-day, 3-hour, 39-minute period from Tuesday, 17 September 2019 at 13:17 UTC to Friday, 20 September 2019 at 16:56 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 : 3900
Unique Edges : 6619
Edges With Duplicates : 2277
Total Edges : 8896
Number of Edge Types : 4
Retweet : 3579
Tweet : 1105
Mentions : 4077
Replies to : 135
Self-Loops : 1154
Reciprocated Vertex Pair Ratio : 0,0260645552356418
Reciprocated Edge Ratio : 0,0508049032639197
Connected Components : 402
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 2813
Maximum Edges in a Connected Component : 7429
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4,842401
Graph Density : 0,000445281827687573
Modularity : 0,681542
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[699] gt,gt [583] more,#dataviz [560] sea,ice [559] 40,years [559] years,minimum [559] minimum,arctic [559] arctic,sea [559] km,year [559] iceland,portugal [559] portugal,ireland Top Word Pairs in Tweet in G1:
[550] sea,ice [549] 40,years [549] years,minimum [549] minimum,arctic [549] arctic,sea [549] km,year [549] iceland,portugal [549] portugal,ireland [549] ireland,spain [549] spain,uk Top Word Pairs in Tweet in G2:
[641] gt,gt [172] #bigdata,#dataviz [154] mikequindazzi,gt [143] more,depictive [143] depictive,view [143] view,#solarsystem [143] #solarsystem,traveling [143] traveling,#galaxy [143] #galaxy,gt [143] gt,univercurious Top Word Pairs in Tweet in G3:
[77] congress,tweet [77] tweet,helps [77] helps,#citizens [77] #citizens,understand [77] understand,each [77] each,party [77] party,representative [77] representative,cares [77] cares,tweets [77] tweets,great Top Word Pairs in Tweet in G4:
[50] #bigdata,#datascience [47] #bigdata,#dataviz [46] #analytics,#bigdata [40] social,media [40] #data,#analytics [36] #dataviz,#bigdata [36] #datagovernance,#cloud [36] #dataviz,#iot [36] #iot,#deeplearning [36] #businessintelligence,#artificialintelligence Top Word Pairs in Tweet in G5:
[39] #rstats,#dataviz [18] gatesfoundation,goalkeepers [17] #dataviz,#rstats [17] #rstats,#r4ds [17] #r4ds,#dataviz [17] lately,chatting [17] chatting,friend [17] friend,bar [17] bar,chart [17] chart,races Top Word Pairs in Tweet in G6:
[10] #freebooks,#dataviz [9] #data,#dataviz [8] data,visualization [8] #dataviz,#datascience [8] gt,gt [8] 09,2018 [8] sp,morte [8] morte,morte#1 [8] #mapa,#violencia [8] #violencia,#dadosabertos Top Word Pairs in Tweet in G7:
[22] #dataviz,#infographics [22] #infographics,#ddj [13] data,journalism [11] journalism,visualization [11] visualization,mooc [11] mooc,#dataviz [11] #ddj,#datajournalism [8] #howchartslie,#dataviz [7] day,thought [7] thought,misled Top Word Pairs in Tweet in G8:
[12] reporte,principales [12] principales,hechos [12] hechos,arauca [12] arauca,casanare [12] casanare,meta [12] septiembre,2019 [12] 2019,#dataviz [12] #felizjueves,#elecciones2019 [12] #elecciones2019,principales [12] principales,comentarios Top Word Pairs in Tweet in G9:
[33] exciting,times [33] times,ft [33] ft,dropped [33] dropped,paywall [33] paywall,#ftopenday [33] #ftopenday,recommend [33] recommend,graphics [33] graphics,co [33] co,bqymswjnia [33] bqymswjnia,anyone Top Word Pairs in Tweet in G10:
[66] gussalvatori,increíble [66] increíble,#dataviz [66] #dataviz,muestra [66] muestra,#terremoto [66] #terremoto,registrado [66] registrado,secuencia [66] secuencia,tal [66] tal,ocurrieron [66] ocurrieron,1901 [66] 1901,2000 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
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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 G7:
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Top Tweeters in G9:
Top Tweeters in G10: