The graph represents a network of 2,086 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, 25 February 2022 at 01:11 UTC.
The requested start date was Friday, 25 February 2022 at 01:01 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 2-day, 8-hour, 8-minute period from Monday, 21 February 2022 at 18:30 UTC to Thursday, 24 February 2022 at 02:39 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 : 2086
Unique Edges : 1847
Edges With Duplicates : 17381
Total Edges : 19228
Number of Edge Types : 5
Retweet : 6990
MentionsInRetweet : 10841
Mentions : 877
Tweet : 418
Replies to : 102
Self-Loops : 590
Reciprocated Vertex Pair Ratio : 0.0265021704363719
Reciprocated Edge Ratio : 0.051635878032495
Connected Components : 252
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1441
Maximum Edges in a Connected Component : 18230
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.923499
Graph Density : 0.00103303742432708
Modularity : 0.203708
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,086 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, 25 February 2022 at 01:11 UTC.
The requested start date was Friday, 25 February 2022 at 01:01 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 2-day, 8-hour, 8-minute period from Monday, 21 February 2022 at 18:30 UTC to Thursday, 24 February 2022 at 02:39 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:
[4085] #iot,#iiot [3379] #javascript,#reactjs [3060] #reactjs,#wordpress [2697] #wordpress,#security [2551] #pytorch,#javascript [2534] #iiot,#pytorch [2379] #security,#defi [2295] #python,#iot [2022] #ai,#iot [1916] #python,#ai Top Word Pairs in Tweet in G1:
[122] data,science [80] #bigdata,#ai [78] #ai,#python [76] #datascientists,#analytics [76] #analytics,#bigdata [73] #data,#datascientists [72] #programming,#database [72] #database,#data [70] catherineadenle,infographic [53] #cryptocurrency,#dataviz Top Word Pairs in Tweet in G2:
[4069] #iot,#iiot [3370] #javascript,#reactjs [3054] #reactjs,#wordpress [2692] #wordpress,#security [2544] #pytorch,#javascript [2526] #iiot,#pytorch [2372] #security,#defi [2292] #python,#iot [2011] #ai,#iot [1908] #python,#ai Top Word Pairs in Tweet in G3:
[192] #dataviz,source [188] circle,5000km [188] 5000km,radius [188] radius,centered [188] centered,paris [188] paris,mercator [188] mercator,projection [188] projection,#dataviz [187] randal_olson,circle [187] source,ht Top Word Pairs in Tweet in G4:
[53] freedom,world [40] week,#tidytuesday [34] #tidytuesday,freedom [29] time,#tidytuesday [26] go,week [26] world,lesson [26] lesson,living [26] living,rich [26] rich,country [26] country,mean Top Word Pairs in Tweet in G5:
[8] graphic,detail [8] detail,#dataviz [8] #dataviz,see [8] see,more [7] source,#nyc [7] #nyc,#dataviz [6] view,more [6] more,lidar [6] lidar,equator [5] 2022,02 Top Word Pairs in Tweet in G6:
[37] turning,#popelevation [37] #popelevation,#joyplot [37] #joyplot,made [37] made,last [37] last,year [37] year,map [37] map,series [37] series,elevation [37] elevation,population [37] population,#switzerland Top Word Pairs in Tweet in G7:
[66] espectacular,día [66] día,despejado [66] despejado,península [66] península,ibérica [66] ibérica,amazing [66] amazing,cloud [66] cloud,free [66] free,day [66] day,iberian [66] iberian,peninsula Top Word Pairs in Tweet in G8:
[21] analyzed,air [21] air,quality [21] quality,data [21] data,gathered [21] gathered,epa [21] epa,#la [21] #la,county [21] county,see [21] see,effects [21] effects,california Top Word Pairs in Tweet in G9:
[15] listening,doctors [15] doctors,nurses [15] nurses,medical [15] medical,professionals [15] professionals,instead [15] instead,political [15] political,algorithms [15] algorithms,namely [14] abmakulec,listening [14] namely,fac Top Word Pairs in Tweet in G10:
[45] creating,beautiful [45] beautiful,stand [45] stand,alone [45] alone,interactive [45] interactive,d3 [45] d3,charts [45] charts,#python [45] #python,#dataviz [44] kdnuggets,creating [2] best,#dataviz Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
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:
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Top Mentioned in G9:
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: