The graph represents a network of 4,280 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 July 2020 at 06:27 UTC.
The requested start date was Thursday, 16 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 5-day, 19-hour, 31-minute period from Friday, 10 July 2020 at 04:29 UTC to Thursday, 16 July 2020 at 00:00 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 : 4280
Unique Edges : 3113
Edges With Duplicates : 7077
Total Edges : 10190
Number of Edge Types : 5
Retweet : 3031
MentionsInRetweet : 4471
Replies to : 288
Mentions : 1008
Tweet : 1392
Self-Loops : 1418
Reciprocated Vertex Pair Ratio : 0.0160406885758998
Reciprocated Edge Ratio : 0.0315748941085868
Connected Components : 933
Single-Vertex Connected Components : 486
Maximum Vertices in a Connected Component : 2199
Maximum Edges in a Connected Component : 7013
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.658989
Graph Density : 0.000283606310322309
Modularity : 0.509601
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 4,280 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 July 2020 at 06:27 UTC.
The requested start date was Thursday, 16 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 5-day, 19-hour, 31-minute period from Friday, 10 July 2020 at 04:29 UTC to Thursday, 16 July 2020 at 00:00 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 : data visualization
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:
[1959] data,visualization [474] data,johns [474] johns,hopkins [331] tool,profwade_ [330] steventdennis,data [330] hopkins,make [330] make,charts [330] charts,tool [330] profwade_,link [282] jul,2020 Top Word Pairs in Tweet in G1:
[344] data,visualization [30] covid,19 [28] #qliksense,added [28] added,over [28] over,50 [28] 50,visualization [28] visualization,dashboarding [28] dashboarding,enhancements [28] enhancements,platform [28] platform,last Top Word Pairs in Tweet in G2:
[466] data,johns [464] johns,hopkins [326] tool,profwade_ [325] steventdennis,data [325] hopkins,make [325] make,charts [325] charts,tool [325] profwade_,link [139] steventdennis,here's [139] here's,quick Top Word Pairs in Tweet in G3:
[681] data,visualization [193] #ml,#dl [185] #dl,#artificialintelligence [153] #ai,#ml [151] #artificialintelligence,#machinelearning [100] #bigdata,#analytics [81] data,science [72] #machinelearning,#deeplearning [64] machine,learning [61] #analytics,#datascience Top Word Pairs in Tweet in G4:
[81] data,viz [63] data,visualization [41] style,guides [40] style,guide [39] datavizsociety,article [39] #dataviz,style [39] viz,style [38] ve,written [38] written,couple [38] couple,data Top Word Pairs in Tweet in G5:
[104] florence,move [104] move,looking [104] looking,nightingale [104] nightingale,chart [104] chart,different [104] different,perspectives [104] perspectives,paying [104] paying,tribute [104] tribute,pioneer [104] pioneer,data Top Word Pairs in Tweet in G6:
[64] data,handling [63] steps,spatial [63] spatial,data [48] #user2020,#rspatial [48] #rspatial,tutorial [48] tutorial,'first [48] 'first,steps [48] handling,visualization' [47] visualization',open [46] registration,remote Top Word Pairs in Tweet in G7:
[60] great,visualization [59] visualization,underscores [59] underscores,much [59] much,further [59] further,public [59] public,health [59] health,data [59] data,go [59] go,make [59] make,publicly Top Word Pairs in Tweet in G8:
[45] interactive,visualization [44] recently,released [44] released,hiplot [44] hiplot,lightweight [44] lightweight,interactive [44] visualization,tool [44] tool,help [44] help,ai [44] ai,researchers [44] researchers,work Top Word Pairs in Tweet in G9:
[19] 21,fascinating [19] fascinating,daily [19] daily,interview [19] interview,data [19] data,journalist [19] journalist,gebeloffnyt [19] gebeloffnyt,re [19] re,study [19] study,nytimes [19] nytimes,overall Top Word Pairs in Tweet in G10:
[36] teaching,#tidyverse [36] #tidyverse,2020 [36] rstudioedu,blog [32] week,rstudioedu [32] blog,teaching [32] 2020,focusing [32] focusing,introducing [32] introducing,ecosystem [32] ecosystem,users [31] minebocek,week Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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 G3:
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: