The graph represents a network of 7,569 Twitter users whose recent tweets contained "dataviz OR datavis until:2022-04-25", 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, 25 April 2022 at 10:37 UTC.
The tweets in the network were tweeted over the 7-day, 15-hour, 2-minute period from Sunday, 17 April 2022 at 08:56 UTC to Sunday, 24 April 2022 at 23:58 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 : 7569
Unique Edges : 13331
Edges With Duplicates : 11666
Total Edges : 24997
Number of Edge Types : 5
Mentions : 2151
Retweet : 11622
MentionsInRetweet : 8487
Replies to : 1500
Tweet : 1237
Self-Loops : 1349
Reciprocated Vertex Pair Ratio : 0.0190588398364405
Reciprocated Edge Ratio : 0.03740478781284
Connected Components : 425
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 6539
Maximum Edges in a Connected Component : 23661
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.08237
Graph Density : 0.000256694087405035
Modularity : 0.508415
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,569 Twitter users whose recent tweets contained "dataviz OR datavis until:2022-04-25", 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, 25 April 2022 at 10:37 UTC.
The tweets in the network were tweeted over the 7-day, 15-hour, 2-minute period from Sunday, 17 April 2022 at 08:56 UTC to Sunday, 24 April 2022 at 23:58 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:2022-04-25
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:
[3795] #fintech,#insurtech [3491] #wordpress,#security [3428] #datavis,#infosec [3422] #iot,#iiot [3419] #flutter,#html [3386] #mlops,#flutter [3377] #javascript,#reactjs [3333] #reactjs,#wordpress [3333] #security,#defi [3276] #html,#azure Top Word Pairs in Tweet in G1:
[2643] #dataviz,#datavisualization [2642] biomass,life [2638] visualizing,biomass [2638] #infographic,#dataviz [2636] #biomass,#infographic [2636] #datavisualization,#earthday22 [2636] #earthday22,#earthday [2636] #earthday,#sciart [2636] #sciart,#life [2636] #life,#illustration Top Word Pairs in Tweet in G2:
[584] #rstats,#dataviz [265] #dataviz,#datavisualization [237] #datavisualization,#dataviz [177] high,quality [173] graphics,cookbook [173] cookbook,2nd [173] 2nd,edition [173] edition,winston_chang [173] guide,more [173] more,150 Top Word Pairs in Tweet in G3:
[3738] #fintech,#insurtech [3432] #wordpress,#security [3381] #datavis,#infosec [3374] #flutter,#html [3369] #iot,#iiot [3339] #mlops,#flutter [3318] #javascript,#reactjs [3287] #security,#defi [3277] #reactjs,#wordpress [3235] #html,#azure Top Word Pairs in Tweet in G4:
[210] #gamecharts,#dataviz [124] visualize,data [120] #dataviz,#python [119] 2022,mlb [119] mlb,mlbstats [119] mlbstats,#gamecharts [119] #dataviz,#baseball [119] #baseball,#nft [119] analyzed,air [119] air,quality Top Word Pairs in Tweet in G5:
[66] #dataviz,#datavisualization [59] videos,public [56] #datavisualization,datavizsociety [50] #outlier2022,videos [50] public,including [50] including,nicely [50] nicely,bundled [50] bundled,playlist [50] playlist,enjoy [50] enjoy,#dataviz Top Word Pairs in Tweet in G6:
[32] see,more [31] graphic,detail [31] detail,#dataviz [31] #dataviz,see [28] source,#nyc [28] #nyc,#dataviz [14] map,source [10] data,visualization [9] #datavisualization,#dataviz [8] young,people Top Word Pairs in Tweet in G7:
[142] #100daysofcode,#ai [141] sql,made [141] made,simple [141] simple,#datascience [141] #datascience,#data [141] #data,#dataviz [141] #dataviz,#datafam [141] #datafam,#100daysofcode [141] #ai,#analytics [141] #analytics,#dataanalytics Top Word Pairs in Tweet in G8:
[71] built,physical [71] physical,data [71] data,cube [71] cube,data [71] data,work [71] work,wildlife [71] wildlife,dimensions [71] dimensions,cube [71] cube,species [71] species,location Top Word Pairs in Tweet in G9:
[82] sad,folks [82] folks,teach [82] teach,statistical [82] statistical,package [82] package,early [82] early,career [82] career,folks [82] folks,graduates [82] graduates,add [82] add,many Top Word Pairs in Tweet in G10:
[76] pawlowskimario,margaretsiegien [70] #dataviz,baski_la [70] jeroenbartelse,labordeolivier [57] humans,spread [57] spread,globe [57] globe,#migration [57] #migration,paths [57] paths,#history [57] #history,#maps [57] #maps,#dataviz 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 G8:
Top Replied-To in G9:
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 G8:
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: