The graph represents a network of 13,181 Twitter users whose recent tweets contained "Manchin", 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, 07 October 2021 at 08:17 UTC.
The tweets in the network were tweeted over the 4-hour, 44-minute period from Thursday, 07 October 2021 at 02:14 UTC to Thursday, 07 October 2021 at 06:58 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 : 13181
Unique Edges : 21440
Edges With Duplicates : 3397
Total Edges : 24837
Number of Edge Types : 5
Retweet : 15486
Replies to : 2604
MentionsInRetweet : 3598
Mentions : 1791
Tweet : 1358
Self-Loops : 1415
Reciprocated Vertex Pair Ratio : 0.00296214014625567
Reciprocated Edge Ratio : 0.00590678357175819
Connected Components : 749
Single-Vertex Connected Components : 461
Maximum Vertices in a Connected Component : 11977
Maximum Edges in a Connected Component : 23581
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.149371
Graph Density : 0.00012473695583575
Modularity : 0.641972
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 13,181 Twitter users whose recent tweets contained "Manchin", 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, 07 October 2021 at 08:17 UTC.
The tweets in the network were tweeted over the 4-hour, 44-minute period from Thursday, 07 October 2021 at 02:14 UTC to Thursday, 07 October 2021 at 06:58 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 : Manchin
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:
[8191] joe,manchin [5212] entitlement,society [2208] joe,manchin's [1982] manchin,sinema [1974] kyrsten,sinema [1774] manchin,kyrsten [1694] big,oil [1665] dental,hearing [1662] owned,big [1593] bernie,sanders Top Word Pairs in Tweet in G1:
[1837] joe,manchin [1642] joe,manchin's [1289] coal,brokerage [1280] brokerage,firm [1280] 491,000 [1280] gayle,manchin [1280] 613,000 [1280] manchin,wife [1271] manchin's,runs [1271] runs,coal Top Word Pairs in Tweet in G2:
[995] senator,manchin [890] entitlement,society [548] joe,manchin [472] manchin,sinema [436] heard,senator [428] become,entitlement [424] ve,heard [424] manchin,talk [424] talk,wanting [424] wanting,see Top Word Pairs in Tweet in G3:
[1024] entitlement,society [680] epi,pen [678] manchin,don [678] don,society [678] society,move [678] move,entitlement [678] society,millionaire [678] millionaire,daughter [678] daughter,boosted [678] boosted,epi Top Word Pairs in Tweet in G4:
[1018] joe,manchin [981] entitlement,society [896] big,oil [896] big,pharma [895] owned,big [895] oil,big [895] pharma,coal [895] bond,villain [894] manchin,owned [894] coal,talking Top Word Pairs in Tweet in G5:
[342] joe,manchin [187] bernie,sanders [180] entitlement,society [161] manchin,sinema [109] much,more [107] berniesanders,manchin's [105] senator,manchin [105] progressives,incl [105] incl,aoc [105] aoc,argued Top Word Pairs in Tweet in G6:
[781] joe,manchin [670] medicare,cover [670] cover,dental [616] kyrsten,sinema [614] manchin,kyrsten [614] dental,hearing [613] sinema,won [613] won,support [613] support,bill [613] bill,medicare Top Word Pairs in Tweet in G7:
[682] joe,manchin [651] entitlement,society [569] bernie,sanders [556] dental,hearing [547] west,virginia [543] community,college [543] universal,pre [542] child,tax [542] tax,credit [542] vision,dental Top Word Pairs in Tweet in G8:
[663] joe,manchin [567] manchin,kyrsten [567] kyrsten,sinema [557] mitch,mcconnell [547] american,people [544] think,time [543] time,kill [543] kill,mcconnell [543] mcconnell,sinister [543] sinister,filibuster Top Word Pairs in Tweet in G9:
[579] joe,manchin [336] entitlement,society [252] big,oil [245] owned,big [180] lives,yacht [180] company,works [171] earlier,today [171] today,joe [171] manchin,excused [171] excused,obstruction Top Word Pairs in Tweet in G10:
[154] joe,manchin [110] manchin,sinema [48] bernie,sanders [28] west,virginia [20] entitlement,society [20] sanders,blasts [20] kyrsten,sinema [19] sinema,manchin [14] spending,bill [14] manchin,kyrsten Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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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 Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: