The graph represents a network of 2,828 Twitter users whose recent tweets contained "#DebtCeiling", 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 Thursday, 23 September 2021 at 17:53 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 1-minute period from Tuesday, 14 September 2021 at 23:33 UTC to Thursday, 23 September 2021 at 17:34 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 : 2828
Unique Edges : 3994
Edges With Duplicates : 1041
Total Edges : 5035
Number of Edge Types : 5
Retweet : 1413
MentionsInRetweet : 857
Tweet : 897
Replies to : 593
Mentions : 1275
Self-Loops : 942
Reciprocated Vertex Pair Ratio : 0.00514208389715832
Reciprocated Edge Ratio : 0.0102315562735595
Connected Components : 625
Single-Vertex Connected Components : 464
Maximum Vertices in a Connected Component : 1842
Maximum Edges in a Connected Component : 3920
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.916093
Graph Density : 0.0004645545154849
Modularity : 0.656305
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,828 Twitter users whose recent tweets contained "#DebtCeiling", 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 Thursday, 23 September 2021 at 17:53 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 1-minute period from Tuesday, 14 September 2021 at 23:33 UTC to Thursday, 23 September 2021 at 17:34 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 : #DebtCeiling
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:
[410] debt,ceiling [319] raising,#debtceiling [288] raise,#debtceiling [221] mitch,mcconnell [155] raise,debt [146] mcconnell,gop [141] debt,limit [134] gop,#debtceiling [131] defaults,debt [129] fault,mitch Top Word Pairs in Tweet in G1:
[100] debt,ceiling [30] raise,#debtceiling [29] janet,yellen [28] ceiling,raised [27] pay,debts [26] yellen,encouraged [26] encouraged,debt [26] raised,concern [26] concern,being [26] being,unable Top Word Pairs in Tweet in G2:
[69] article,#14thamendment [67] #debtceiling,violation [67] violation,article [39] #debtceiling,#bankruptusa [37] more,money [32] raise,#debtceiling [26] money,#debtceiling [19] raising,#debtceiling [18] senategop,housegop [15] debt,ceiling Top Word Pairs in Tweet in G3:
[117] fault,mitch [116] defaults,debt [116] debt,leaving [116] leaving,million [116] million,americans [116] americans,jobless [116] jobless,fault [116] mitch,mcconnell [116] mcconnell,gop [116] gop,#debtceiling Top Word Pairs in Tweet in G4:
[23] leadermcconnell,america [23] america,default [22] crazy,leadermcconnell [22] default,stock [22] stock,market [22] market,crash [22] crash,bigly [22] bigly,corporate [22] corporate,sponsors [22] sponsors,very Top Word Pairs in Tweet in G5:
[36] raise,#debtceiling [34] united,states [32] states,never [32] never,defaulted [32] defaulted,paying [32] paying,debts [32] debts,time [32] time,start [32] start,housedemocrats [32] housedemocrats,working Top Word Pairs in Tweet in G6:
[52] debt,ceiling [42] raise,debt [40] dear,gop [40] gop,raise [40] ceiling,punishing [40] punishing,seniors [40] seniors,sandibachom [40] sandibachom,causing [40] causing,great [40] great,hardships Top Word Pairs in Tweet in G7:
[154] raising,#debtceiling [94] against,raising [79] betrayed,constituents [79] constituents,voted [79] voted,against [79] #debtceiling,govt [79] govt,shutdown [79] shutdown,mean [79] mean,checks [79] checks,seniors Top Word Pairs in Tweet in G8:
[42] under,tяump [36] debt,ceiling [30] raised,debt [29] mitch,mcconnell [27] republicans,block [25] already,approved [24] tяump,republicans [24] republicans,raised [24] ceiling,three [24] three,times Top Word Pairs in Tweet in G9:
[75] #trump,added [75] added,trillion [75] trillion,#debt [75] #debt,over [75] over,yrs [75] yrs,republican [75] republican,voted [75] voted,raise [75] raise,#debtceiling [75] #debtceiling,each Top Word Pairs in Tweet in G10:
[26] raise,#debtceiling [24] debt,past [24] past,administration [23] tell,raise [23] #debtceiling,current [23] current,debt [23] administration,#republicans [23] #republicans,concerned [23] concerned,debt [23] debt,under Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: