The graph represents a network of 5,171 Twitter users whose recent tweets contained "dataviz OR datavis until:2022-05-02", 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 Tuesday, 03 May 2022 at 12:32 UTC.
The tweets in the network were tweeted over the 6-day, 15-hour, 55-minute period from Monday, 25 April 2022 at 07:58 UTC to Sunday, 01 May 2022 at 23:53 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 : 5171
Unique Edges : 11075
Edges With Duplicates : 11096
Total Edges : 22171
Number of Edge Types : 5
Retweet : 8632
MentionsInRetweet : 8934
Replies to : 1351
Tweet : 1184
Mentions : 2070
Self-Loops : 1355
Reciprocated Vertex Pair Ratio : 0.019739071501186
Reciprocated Edge Ratio : 0.0387139652737393
Connected Components : 454
Single-Vertex Connected Components : 202
Maximum Vertices in a Connected Component : 3857
Maximum Edges in a Connected Component : 19934
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.132354
Graph Density : 0.000450249438263609
Modularity : 0.489928
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,171 Twitter users whose recent tweets contained "dataviz OR datavis until:2022-05-02", 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 Tuesday, 03 May 2022 at 12:32 UTC.
The tweets in the network were tweeted over the 6-day, 15-hour, 55-minute period from Monday, 25 April 2022 at 07:58 UTC to Sunday, 01 May 2022 at 23:53 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 until:2022-05-02
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:
[4039] #fintech,#insurtech [3919] #datavis,#infosec [3918] #mlops,#flutter [3902] #flutter,#html [3854] #wordpress,#security [3834] #insurtech,#ai [3786] #javascript,#reactjs [3780] #html,#azure [3768] #iot,#iiot [3751] #ai,#finserv Top Word Pairs in Tweet in G1:
[191] #rstats,#dataviz [179] #datavisualization,#dataviz [147] data,visualization [141] #dataviz,#datascience [109] #dataviz,#rstats [102] #fintech,#insurtech [101] #wordpress,#security [99] #javascript,#reactjs [96] #iot,#iiot [96] #datavis,#infosec Top Word Pairs in Tweet in G2:
[3935] #fintech,#insurtech [3825] #mlops,#flutter [3823] #datavis,#infosec [3810] #flutter,#html [3753] #wordpress,#security [3739] #insurtech,#ai [3693] #html,#azure [3687] #javascript,#reactjs [3659] #ai,#finserv [3639] #infosec,#devops Top Word Pairs in Tweet in G3:
[185] #dataviz,#rstats [168] tus,gráficos [113] #dataviz,#datascience [108] breve,resumen [108] resumen,estadísticos [108] estadísticos,gráficos [108] gráficos,recomendados [108] recomendados,tipo [108] tipo,variable [108] variable,#statistics Top Word Pairs in Tweet in G4:
[245] visualizing,biomass [245] biomass,life [241] life,#biomass [241] #art,#science [165] #dataviz,#datavisualization [158] #biomass,#infographic [158] #infographic,#dataviz [158] #datavisualization,#earthday22 [158] #earthday22,#earthday [158] #earthday,#sciart Top Word Pairs in Tweet in G5:
[57] #dataviz,source [55] eu,receiving [55] receiving,bulk [55] bulk,russia's [55] russia's,fossil [55] fossil,fuel [55] fuel,exports [55] exports,during [55] during,ukraine [55] ukraine,war Top Word Pairs in Tweet in G6:
[215] dataviz,scottduncanwx [213] pakistan,india [213] india,experiencing [213] experiencing,excessive [213] excessive,#heat [213] #heat,avoid [213] avoid,more [213] more,more [213] more,people [213] people,suffering Top Word Pairs in Tweet in G7:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [21] source,#nyc [21] #nyc,#dataviz [11] map,source [10] #dataviz,#datavisualization [9] more,#dataviz [8] #datavisualization,#dataviz Top Word Pairs in Tweet in G8:
[69] #datascience,#dataviz [64] #dataviz,#maps [59] map,shows [54] #rstats,#datascience [52] #maps,#gis [45] #maps,#rspatial [37] shows,european [37] european,railways [37] railways,#rail [37] #rail,#railway Top Word Pairs in Tweet in G9:
[112] visualize,data [110] analyzed,air [110] air,quality [110] quality,data [110] data,gathered [110] gathered,epa [110] epa,#la [110] #la,county [110] county,see [110] see,effects Top Word Pairs in Tweet in G10:
[41] #statstwitter,#datascience [40] #datascience,#dataviz [38] #ncaabasketball,#ncaambb [35] #ncaambb,#statstwitter [24] #dataviz,#machinelearning [15] programs,pt [15] pt,wins [15] wins,2011 [15] 2011,delawarembb [15] delawarembb,kentstmbb 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 G8:
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 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:
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: