The graph represents a network of 15,420 Twitter users whose recent tweets contained "BuildBackBetter", 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 Monday, 05 April 2021 at 18:18 UTC.
The tweets in the network were tweeted over the 4-day, 22-hour, 20-minute period from Wednesday, 31 March 2021 at 18:53 UTC to Monday, 05 April 2021 at 17:13 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 : 15420
Unique Edges : 26632
Edges With Duplicates : 6625
Total Edges : 33257
Number of Edge Types : 5
Retweet : 13801
Tweet : 1996
Replies to : 1967
Mentions : 4815
MentionsInRetweet : 10678
Self-Loops : 2138
Reciprocated Vertex Pair Ratio : 0.00867242388758782
Reciprocated Edge Ratio : 0.017195719209142
Connected Components : 1190
Single-Vertex Connected Components : 634
Maximum Vertices in a Connected Component : 12564
Maximum Edges in a Connected Component : 29546
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.923879
Graph Density : 0.000115935760358996
Modularity : 0.668913
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 15,420 Twitter users whose recent tweets contained "BuildBackBetter", 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 Monday, 05 April 2021 at 18:18 UTC.
The tweets in the network were tweeted over the 4-day, 22-hour, 20-minute period from Wednesday, 31 March 2021 at 18:53 UTC to Monday, 05 April 2021 at 17:13 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 : BuildBackBetter
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:
[1794] american,jobs [1772] jobs,plan [1644] once,generation [1513] president,biden [1413] american,people [1233] infrastructure,plan [1157] clean,energy [838] #buildbackbetter,#infrastructure [828] former,guy [796] clean,water Top Word Pairs in Tweet in G1:
[855] american,people [729] american,jobs [728] jobs,plan [693] gop,checked [693] checked,governing [693] governing,shown [693] shown,zero [693] zero,interest [693] interest,helping [693] helping,american Top Word Pairs in Tweet in G2:
[332] clean,energy [215] infrastructure,plan [211] american,jobs [160] jobs,plan [149] #buildbackbetter,need [136] create,millions [136] potus,#buildbackbetter [129] potus,support [126] selling,arms [125] call,potus Top Word Pairs in Tweet in G3:
[224] infrastructure,#buildbackbetter [215] 200,increase [215] increase,veterans [215] veterans,social [215] social,security [215] security,recipients [205] usa,infrastructure [204] student,loan [204] loan,forgiveness [204] forgiveness,200 Top Word Pairs in Tweet in G4:
[1143] once,generation [384] people,#buildbackbetter [381] emerging,devastation [381] devastation,#covid [381] #covid,facing [381] facing,once [381] generation,challenges [381] challenges,created [381] created,once [381] generation,opportunity Top Word Pairs in Tweet in G5:
[27] #strongertogether,#buildbackbetter [14] follow,back [13] please,follow [13] back,#buildbackbetter [13] #buildbackbetter,#fbr [12] #fbr,#f4f [12] #fbr,#strongertogether [11] followed,retweeted [10] #gotemall,#followinall [9] #gotemall,#followingall Top Word Pairs in Tweet in G6:
[634] infrastructure,plan [627] president,biden [623] former,guy [622] #buildbackbetter,#infrastructure [621] jobs,plan [598] american,jobs [596] guy,come [596] come,infrastructure [596] plan,years [596] years,president Top Word Pairs in Tweet in G7:
[94] #rutte,#kaag [92] #buildbackbetter,#thegreatreset [91] met,#buildbackbetter [90] door,met [86] #omtzigtdebat,leidde [86] leidde,ff [86] ff,aandacht [86] aandacht,af [86] af,intussen [86] intussen,#omtzigt Top Word Pairs in Tweet in G8:
[17] #americanjobsplan,#buildbackbetter [16] back,better [15] #buildbackbetter,#americanjobsplan [15] build,back [12] need,build [11] pandemic,exposed [11] exposed,failures [11] failures,unemployment [11] unemployment,insurance [11] insurance,system Top Word Pairs in Tweet in G9:
[282] #stopline3,#shutdowndapl [264] indigenous,youth [253] line,dakota [253] dakota,access [253] access,oil [253] oil,pipelines [253] message,joebiden [233] president,biden [232] #shutdowndapl,#buildbackfossilfree [232] #buildbackfossilfree,#buildbackbetter Top Word Pairs in Tweet in G10:
[365] uk,#buildbackbetter [363] #buildbackbetter,fairer [362] bandq,staff [362] staff,middlesbrough [362] work,during [362] today,increased [362] 91,hour [362] hour,provide [362] provide,welcome [362] welcome,boost Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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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: