The graph represents a network of 3,110 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 April 2022 at 00:12 UTC.
The requested start date was Friday, 22 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 16-hour, 27-minute period from Saturday, 16 April 2022 at 10:28 UTC to Thursday, 21 April 2022 at 02:56 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 : 3110
Unique Edges : 3042
Edges With Duplicates : 17388
Total Edges : 20430
Number of Edge Types : 5
Mentions : 1602
Retweet : 6562
MentionsInRetweet : 11346
Tweet : 699
Replies to : 221
Self-Loops : 818
Reciprocated Vertex Pair Ratio : 0.0299937185929648
Reciprocated Edge Ratio : 0.0582405854550999
Connected Components : 276
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 2404
Maximum Edges in a Connected Component : 19265
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.90647
Graph Density : 0.000678354202455479
Modularity : 0.280607
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,110 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 April 2022 at 00:12 UTC.
The requested start date was Friday, 22 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 16-hour, 27-minute period from Saturday, 16 April 2022 at 10:28 UTC to Thursday, 21 April 2022 at 02:56 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : dataviz OR datavis
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3253] #iot,#iiot [2650] #javascript,#reactjs [2611] #python,#iot [2556] #iiot,#pytorch [2261] #reactjs,#wordpress [1794] #wordpress,#security [1478] #security,#defi [1419] #pytorch,#javascript [929] #ai,#iot [906] #python,#ai Top Word Pairs in Tweet in G1:
[126] #rstats,#dataviz [118] #dataviz,#datavisualization [105] read,free [105] free,graphics [105] graphics,cookbook [105] cookbook,2nd [105] 2nd,edition [105] edition,winston_chang [105] winston_chang,hands [105] hands,guide Top Word Pairs in Tweet in G2:
[3177] #iot,#iiot [2586] #javascript,#reactjs [2541] #python,#iot [2493] #iiot,#pytorch [2204] #reactjs,#wordpress [1750] #wordpress,#security [1442] #security,#defi [1396] #pytorch,#javascript [916] #ai,#iot [894] #python,#ai Top Word Pairs in Tweet in G3:
[50] #iot,#iiot [47] #python,#iot [46] #javascript,#reactjs [41] #iiot,#pytorch [40] #reactjs,#wordpress [35] lakes,change [35] change,size [35] size,mapping [35] mapping,number [35] number,lakes Top Word Pairs in Tweet in G4:
[109] #gamecharts,#dataviz [71] 2022,mlb [71] mlb,mlbstats [71] mlbstats,#gamecharts [71] #dataviz,#baseball [71] #baseball,#nft [67] analyzed,air [67] air,quality [67] quality,data [67] data,gathered Top Word Pairs in Tweet in G5:
[84] sad,folks [84] folks,teach [84] teach,statistical [84] statistical,package [84] package,early [84] early,career [84] career,folks [84] folks,graduates [84] graduates,add [84] add,many Top Word Pairs in Tweet in G6:
[132] sql,made [132] made,simple [132] simple,#datascience [132] #datascience,#data [132] #data,#dataviz [131] #dataviz,#datafam [131] thommysoye,sql [130] #datafam,#100daysofcode [130] #100daysofcode,#ai [130] #ai,#analytics Top Word Pairs in Tweet in G7:
[37] videos,public [35] outlierconf,#outlier2022 [32] #outlier2022,videos [32] public,including [32] including,nicely [32] nicely,bundled [32] bundled,playlist [15] beautiful,data [15] data,back [15] back,time Top Word Pairs in Tweet in G8:
[16] source,#nyc [16] #nyc,#dataviz [15] see,more [13] graphic,detail [13] detail,#dataviz [13] #dataviz,see [10] view,more [10] more,lidar [10] lidar,equator [9] map,source Top Word Pairs in Tweet in G9:
[42] #bigdata,#analytics [40] pdf,book [40] book,expanded [40] expanded,updated [40] 2022,#pandas [40] #pandas,#python [40] #python,data [40] data,analysis [40] analysis,toolkit [40] toolkit,#datascience Top Word Pairs in Tweet in G10:
[67] black,sea [55] playing,#rayrender's [55] #rayrender's,realtime [55] realtime,interactive [55] interactive,renderer [55] renderer,generate [55] generate,3d [55] 3d,black [55] sea,bathymetry [55] bathymetry,#dataviz Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: