The graph represents a network of 15,771 Twitter users whose recent tweets contained "Biden debt", 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 Wednesday, 06 October 2021 at 03:13 UTC.
The tweets in the network were tweeted over the 12-hour, 24-minute period from Tuesday, 05 October 2021 at 12:35 UTC to Wednesday, 06 October 2021 at 00:59 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 : 15771
Unique Edges : 20225
Edges With Duplicates : 1536
Total Edges : 21761
Number of Edge Types : 5
Tweet : 1831
Retweet : 15242
MentionsInRetweet : 2082
Replies to : 1269
Mentions : 1337
Self-Loops : 1887
Reciprocated Vertex Pair Ratio : 0.0018146938352258
Reciprocated Edge Ratio : 0.0036228133733568
Connected Components : 1278
Single-Vertex Connected Components : 933
Maximum Vertices in a Connected Component : 13760
Maximum Edges in a Connected Component : 19608
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.690801
Graph Density : 7.76892900436483E-05
Modularity : 0.779376
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 15,771 Twitter users whose recent tweets contained "Biden debt", 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 Wednesday, 06 October 2021 at 03:13 UTC.
The tweets in the network were tweeted over the 12-hour, 24-minute period from Tuesday, 05 October 2021 at 12:35 UTC to Wednesday, 06 October 2021 at 00:59 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 : Biden debt
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:
[5689] president,biden [4823] debt,ceiling [3897] raise,debt [3760] debt,limit [3039] under,biden [2394] refusing,pay [2086] under,trump [1745] ran,debt [1741] debt,trump [1724] trump,won Top Word Pairs in Tweet in G1:
[1355] ran,debt [1354] romney,dine [1354] dine,dash [1354] dash,ran [1354] debt,trump [1354] trump,won [1354] won,pay [1354] pay,under [1354] under,biden [78] debt,ceiling Top Word Pairs in Tweet in G2:
[1264] president,biden [1261] student,debt [1253] biden,#cancelstudentdebt [1251] debt,isn [1251] isn,problem [1251] problem,people [1251] people,college [1251] college,degrees [1251] degrees,40 [1251] 40,borrowers Top Word Pairs in Tweet in G3:
[889] under,trump [867] trump,administration [710] refusing,pay [704] under,biden [692] pay,debts [689] mcconnell,refusing [689] debts,rung [679] 676,billion [670] biden,mcconnell [669] during,trump Top Word Pairs in Tweet in G4:
[1016] raise,debt [1011] president,biden [927] power,raise [926] bypass,congress [926] congress,give [926] give,executive [926] executive,branch [926] branch,power [921] treasury,basically [921] basically,bypass Top Word Pairs in Tweet in G5:
[760] raise,debt [748] four,years [711] debt,limit [692] president,biden [619] reason,raise [619] limit,part [619] part,reckless [619] reckless,tax [619] tax,spend [619] spend,policies Top Word Pairs in Tweet in G6:
[498] debt,ceiling [180] debt,limit [150] raise,debt [84] mitch,mcconnell [78] filibuster,rules [71] rules,raise [68] biden,changing [68] changing,filibuster [68] ceiling,possibility [65] president,biden Top Word Pairs in Tweet in G7:
[778] debt,ceiling [423] debt,limit [342] limit,increase [332] filibuster,debt [329] president,ds [329] ds,guarantee [329] guarantee,face [329] face,economic [329] economic,meltdown [329] meltdown,ds Top Word Pairs in Tweet in G8:
[348] debt,ceiling [201] debt,limit [181] president,biden [181] raise,debt [116] under,trump [105] mitch,mcconnell [83] trump,administration [79] refusing,pay [73] during,trump [72] mcconnell,refusing Top Word Pairs in Tweet in G9:
[618] under,trump [616] mitch,mcconnell [614] mcconnell,refusing [614] refusing,pay [614] pay,debts [614] debts,rung [613] debt,incurred [613] incurred,under [612] senator,mitch [612] rung,under Top Word Pairs in Tweet in G10:
[439] debt,limit [424] raise,debt [404] president,biden [298] democrats,considering [296] asked,democrats [293] biden,tells [292] carveout,filibuster [292] filibuster,raise [290] considering,carveout [289] possibility,president 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: