The graph represents a network of 4,164 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-05-30 until:2022-06-06", 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, 06 June 2022 at 18:51 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 48-minute period from Monday, 30 May 2022 at 00:00 UTC to Sunday, 05 June 2022 at 23:49 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 : 4164
Unique Edges : 8654
Edges With Duplicates : 18125
Total Edges : 26779
Number of Edge Types : 5
Retweet : 11255
MentionsInRetweet : 11150
Mentions : 2275
Replies to : 1126
Tweet : 973
Self-Loops : 1178
Reciprocated Vertex Pair Ratio : 0.0312884694296266
Reciprocated Edge Ratio : 0.0606784044563812
Connected Components : 445
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 2911
Maximum Edges in a Connected Component : 25047
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.824318
Graph Density : 0.000579933973020177
Modularity : 0.32271
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,164 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-05-30 until:2022-06-06", 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, 06 June 2022 at 18:51 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 48-minute period from Monday, 30 May 2022 at 00:00 UTC to Sunday, 05 June 2022 at 23:49 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:2022-05-30 until:2022-06-06
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:
[7446] #datavis,#infosec [7366] #javascript,#reactjs [7193] #infosec,#devops [5882] #fintech,#insurtech [4282] #flutter,#html [4276] #mlops,#flutter [4236] #html,#azure [4198] #iot,#iiot [4175] #wordpress,#security [4106] #insurtech,#ai Top Word Pairs in Tweet in G1:
[229] #rstats,#dataviz [111] #rstats,#ggplot2 [102] #datavisualization,#dataviz [91] #dataviz,#rstats [63] data,visualization [63] #dataviz,#datavisualization [59] week,22 [55] #dataviz,#data [54] #tidyverse,#dataviz [53] #dataviz,#datavis Top Word Pairs in Tweet in G2:
[7134] #datavis,#infosec [7066] #javascript,#reactjs [6905] #infosec,#devops [5670] #fintech,#insurtech [4129] #flutter,#html [4123] #mlops,#flutter [4083] #html,#azure [4027] #wordpress,#security [3960] #insurtech,#ai [3929] #iot,#iiot Top Word Pairs in Tweet in G3:
[253] #datavis,#infosec [243] #infosec,#devops [242] #javascript,#reactjs [161] #fintech,#insurtech [156] #defi,#ada [155] #python,#roblox [155] #wordpress,#fintech [154] #roblox,#iot [154] #iot,#azure [152] #azure,#ad Top Word Pairs in Tweet in G4:
[40] #datavisualization,#dataviz [37] #100daysofrpackages,10 [37] 10,ggeasy [37] ggeasy,hard [37] hard,remember [37] remember,syntax [37] syntax,modify [37] modify,features [37] features,ggplot2 [37] ggplot2,graphics Top Word Pairs in Tweet in G5:
[75] visualize,data [68] #griddb,#iot [66] analyzed,air [66] air,quality [66] quality,data [66] data,gathered [66] gathered,epa [66] epa,#la [66] #la,county [66] county,see Top Word Pairs in Tweet in G6:
[107] #iot,#iiot [105] #ai,#machinelearning [81] #bigdata,#analytics [74] #coding,#datascientists [73] data,analysis [73] #analytics,#ai [70] #ai,#python [68] #dataviz,#coding [67] free,3739 [67] 3739,pdf Top Word Pairs in Tweet in G7:
[27] source,#nyc [27] #nyc,#dataviz [15] map,source [10] #data,#dataviz [10] data,visualization [7] #dataviz,#datavisualization [7] data,visualisation [7] #dataviz,#bot [6] more,#dataviz [5] #dataanalytics,#dataviz Top Word Pairs in Tweet in G8:
[38] #datavis,#infosec [33] #iot,#iiot [31] #javascript,#reactjs [31] #fintech,#insurtech [30] node,co [29] #dataviz,#maps [28] #dataviz,#datavisualization [28] analysis,#dataviz [27] #infosec,#devops [27] #mlops,#flutter Top Word Pairs in Tweet in G9:
[105] full,article [105] article,#maps [105] #maps,#gis [105] #gis,#dataviz [105] #dataviz,#geospatial [105] #geospatial,#spatial [60] percentage,25 [60] 25,29 [60] 29,year [60] year,olds Top Word Pairs in Tweet in G10:
[44] #dataviz,source [34] looking,skilled [34] skilled,developer [34] developer,join [34] join,data [34] data,scientist [34] scientist,visualization [34] visualization,specialist [34] specialist,work [34] work,amazing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
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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: