The graph represents a network of 17,122 Twitter users whose recent tweets contained "#istandwithbubba", 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 Tuesday, 23 June 2020 at 11:57 UTC.
The tweets in the network were tweeted over the 11-hour, 40-minute period from Tuesday, 23 June 2020 at 00:11 UTC to Tuesday, 23 June 2020 at 11:51 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 : 17122
Unique Edges : 30886
Edges With Duplicates : 2110
Total Edges : 32996
Number of Edge Types : 5
Retweet : 15081
Tweet : 1835
MentionsInRetweet : 12706
Mentions : 2105
Replies to : 1269
Self-Loops : 1869
Reciprocated Vertex Pair Ratio : 0.0028005601120224
Reciprocated Edge Ratio : 0.00558547775782964
Connected Components : 1545
Single-Vertex Connected Components : 1145
Maximum Vertices in a Connected Component : 14857
Maximum Edges in a Connected Component : 30708
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.334235
Graph Density : 0.000102604246415815
Modularity : 0.570793
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 17,122 Twitter users whose recent tweets contained "#istandwithbubba", 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 Tuesday, 23 June 2020 at 11:57 UTC.
The tweets in the network were tweeted over the 11-hour, 40-minute period from Tuesday, 23 June 2020 at 00:11 UTC to Tuesday, 23 June 2020 at 11:51 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 : #istandwithbubba
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 : Followers
Top Domains
Top Word Pairs in Tweet in G2:
[2853] talladega,#istandwithbubba [2841] car,front [2830] 43,car [2827] fellow,drivers [2827] drivers,push [2825] front,talladega [2823] rally,around [2822] around,bubbawallace [2821] bubbawallace,fellow [2821] push,43 Top Word Pairs in Tweet in G3:
[2778] #nascar,#istandwithbubba [2705] act,committed [2702] don,t [2699] m,irate [2699] irate,learning [2698] learning,horrible [2690] horrible,racist [2689] racist,act [2689] committed,yesterday [2689] yesterday,talladega Top Word Pairs in Tweet in G4:
[217] bubba,wallace [193] #istandwithbubba,#blacklivesmatter [187] #istandwithbubba,#istandwithbubbawallace [175] #nascar,#istandwithbubba [175] #istandwithbubba,#nascar [175] don,t [175] #istandwithbubba,#bubbawallace [175] bubba,#istandwithbubba [175] nascar,fan [175] #blacklivesmatter,#istandwithbubba Top Word Pairs in Tweet in G5:
[43] here,#istandwithbubba [37] nascar,delivering [24] delivering,one [21] one,powerful [20] powerful,images [18] images,sports [16] sports,history [16] history,isn [15] isn,t [14] t,understatement Top Word Pairs in Tweet in G6:
[669] fellow,drivers [663] drivers,push [663] 43,car [663] car,front [663] front,talladega [663] noose,found [663] found,garage [663] garage,stall [663] push,bubba [663] bubba,wallace's Top Word Pairs in Tweet in G7:
[491] together,#istandwithbubba [491] one,family [491] family,together [491] talladega,#istandwithbubba [491] noose,found [490] found,garage [490] garage,stall [490] stall,last [484] last,night [484] night,nascar Top Word Pairs in Tweet in G8:
[392] black,nascar [391] nascar,driver [391] driver,finding [6] finding,noose [4] noose,garage [4] garage,probably [4] probably,done [4] done,few [4] few,idiots [4] idiots,somehow Top Word Pairs in Tweet in G9:
[152] noose,found [152] bubba,wallace [152] black,nascar [152] nascar,driver [152] driver,bubba [152] #istandwithbubba,stenciled [152] stenciled,onto [152] onto,grass [152] grass,prior [152] prior,nascar Top Word Pairs in Tweet in G10:
[213] event,#istandwithbubba [206] #istandwithbubba,campaign [203] thebradfordfile,dmpwrocks [203] dmpwrocks,'noose' [203] 'noose',event [202] noose,event [202] bubbawallace,noose [202] #istandwithbubba,bigger [202] bigger,response [202] response,comments Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: