The graph represents a network of 3,374 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, 08 October 2021 at 00:13 UTC.
The requested start date was Friday, 08 October 2021 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 3-day, 22-hour, 0-minute period from Sunday, 03 October 2021 at 04:52 UTC to Thursday, 07 October 2021 at 02:52 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 : 3374
Unique Edges : 2151
Edges With Duplicates : 14148
Total Edges : 16299
Number of Edge Types : 5
Retweet : 6476
MentionsInRetweet : 8021
Tweet : 784
Mentions : 924
Replies to : 94
Self-Loops : 851
Reciprocated Vertex Pair Ratio : 0.0171075837742504
Reciprocated Edge Ratio : 0.0336396740072828
Connected Components : 356
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 2204
Maximum Edges in a Connected Component : 14350
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.342867
Graph Density : 0.000506743902861227
Modularity : 0.323963
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,374 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, 08 October 2021 at 00:13 UTC.
The requested start date was Friday, 08 October 2021 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 3-day, 22-hour, 0-minute period from Sunday, 03 October 2021 at 04:52 UTC to Thursday, 07 October 2021 at 02:52 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:
[1469] #analytics,#bigdata [1433] #datascientists,#analytics [1358] #datascience,#programming [1306] #bigdata,#ai [1118] #programming,#datascientists [991] #machinelearning,#datascience [920] #ai,#python [683] #data,#datascience [657] #ai,#ml [584] #datascience,#dataanalytics Top Word Pairs in Tweet in G1:
[1455] #analytics,#bigdata [1419] #datascientists,#analytics [1348] #datascience,#programming [1294] #bigdata,#ai [1111] #programming,#datascientists [979] #machinelearning,#datascience [910] #ai,#python [670] #data,#datascience [645] #ai,#ml [571] #datascience,#dataanalytics Top Word Pairs in Tweet in G2:
[115] week's,#tidytuesday [84] last,week's [83] #tidytuesday,combined [83] combined,two [83] two,plots [83] plots,actually [83] actually,three [83] three,legend [83] legend,showing [83] showing,number Top Word Pairs in Tweet in G3:
[23] years,neglect [23] neglect,officially [23] officially,resurrecting [23] resurrecting,storytelling [23] storytelling,data [23] data,youtube [23] youtube,channel [23] channel,subscribe [23] subscribe,watch [22] storywithdata,years Top Word Pairs in Tweet in G4:
[19] source,#nyc [19] #nyc,#dataviz [17] #dalesteyn628,#sanjaymanjrekar [17] #sanjaymanjrekar,#sunilgavaskar [17] #sunilgavaskar,#simondoull [16] graphic,detail [16] detail,#dataviz [16] #dataviz,see [16] see,more [16] #t20,#cricket Top Word Pairs in Tweet in G5:
[44] amazing,#dataviz [44] #dataviz,showing [44] showing,recorded [44] recorded,#earthquake [44] #earthquake,sequence [44] sequence,occurred [44] occurred,1901 [44] 1901,2000 [44] 2000,noaa_sos [42] noaa_sos,#science Top Word Pairs in Tweet in G6:
[91] earth's,submarine [91] submarine,fiber [91] fiber,optic [91] optic,cable [91] cable,network [91] network,visualized [88] #dataviz,earth's [88] visualized,#rstats [88] #rstats,#rayrender [88] #rayrender,code Top Word Pairs in Tweet in G7:
[45] beautiful,table [45] table,made [45] made,thanks [45] thanks,modelsummary [45] modelsummary,vincentab [45] vincentab,#dataviz [45] #dataviz,#rstats [44] kunkakom,beautiful [17] data,visualization [16] visualization,design Top Word Pairs in Tweet in G8:
[56] #gis,#dataviz [48] #maps,#gis [40] meat,consumption [40] consumption,#europe [40] #europe,kg [40] kg,capita [40] capita,year [40] year,full [40] full,article [40] article,#maps Top Word Pairs in Tweet in G9:
[5] link,viz [4] #dataviz,#datafam [4] user,group [4] arshadejaz10,hi [4] hi,#datafam [4] #makeovermonday,week [3] #datafam,#dataviz [3] hi,here's [3] here's,#viz4climateaction [3] #viz4climateaction,pure Top Word Pairs in Tweet in G10:
[38] co2,atmosphere [38] atmosphere,come [38] come,china [38] china,today [38] today,#1 [38] #1,long [38] long,margin [38] margin,total [38] total,capita [38] capita,looking 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 G7:
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 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: