The graph represents a network of 14,360 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 Friday, 09 April 2021 at 05:18 UTC.
The tweets in the network were tweeted over the 4-hour, 42-minute period from Thursday, 08 April 2021 at 23:52 UTC to Friday, 09 April 2021 at 04:34 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 : 14360
Unique Edges : 18806
Edges With Duplicates : 2836
Total Edges : 21642
Number of Edge Types : 5
Replies to : 2567
Retweet : 15033
Tweet : 1515
Mentions : 1701
MentionsInRetweet : 826
Self-Loops : 1584
Reciprocated Vertex Pair Ratio : 0.00386660222329628
Reciprocated Edge Ratio : 0.00770341839191141
Connected Components : 951
Single-Vertex Connected Components : 637
Maximum Vertices in a Connected Component : 12809
Maximum Edges in a Connected Component : 20020
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.206052
Graph Density : 9.0656796927029E-05
Modularity : 0.679993
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 14,360 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 Friday, 09 April 2021 at 05:18 UTC.
The tweets in the network were tweeted over the 4-hour, 42-minute period from Thursday, 08 April 2021 at 23:52 UTC to Friday, 09 April 2021 at 04:34 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 : 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:
[11748] joe,manchin [3576] american,people [3563] republican,senators [3557] passing,legislation [3534] white,supremacy [3533] sick,tired [3531] legislation,supported [3531] senators,stand [3531] stand,nothing [3530] controlling,senate Top Word Pairs in Tweet in G1:
[2651] joe,manchin [2577] republican,senators [2570] sick,tired [2568] controlling,senate [2568] vast,majority [2568] american,people [2567] getting,sick [2567] tired,joe [2567] manchin,controlling [2567] senate,passing Top Word Pairs in Tweet in G2:
[1184] joe,manchin [973] voting,rights [963] belong,congress [962] manchin,circumstance [962] circumstance,vote [962] vote,rid [962] rid,filibuster [962] filibuster,re [962] re,willing [962] willing,protect Top Word Pairs in Tweet in G3:
[587] joe,manchin [77] voting,rights [75] west,virginia [70] filibuster,reform [62] president,biden [59] white,house [59] virginia,senator [58] reform,manchin [58] ask,joe [56] read,white Top Word Pairs in Tweet in G4:
[539] joe,manchin [400] make,joe [398] solution,vote [398] vote,22 [398] 22,18 [398] 18,20 [398] 20,make [398] manchin,powerful [398] powerful,man [398] man,congress Top Word Pairs in Tweet in G5:
[305] joe,manchin [69] biden,agenda [52] democrats,manchin [52] way,biden [51] warning,democrats [51] manchin,points [51] points,way [38] changed,me' [38] me',calls [38] bipartisan,cooperation Top Word Pairs in Tweet in G6:
[522] joe,manchin [333] senate,broken [332] manchin,represents [331] represents,state [331] population,california [331] california,92 [331] 92,white [329] state,22 [329] 22,population [329] white,singlehandedly Top Word Pairs in Tweet in G7:
[640] joe,manchin [343] state,maybe [342] manchin,cares [342] cares,more [342] more,swamp [342] swamp,state [342] maybe,people [342] people,know [115] american,people [114] getting,sick Top Word Pairs in Tweet in G8:
[407] manchin,cnn [407] cnn,refusal [407] refusal,end [407] end,filibuster [407] filibuster,jan [407] jan,changed [407] changed,many [407] many,people [407] people,split [407] split,go Top Word Pairs in Tweet in G9:
[416] joe,manchin [139] voter,suppression [138] republicans,joe [138] manchin,appear [138] appear,dug [138] dug,doing [138] doing,anything [138] anything,voter [138] suppression,gun [138] gun,violence Top Word Pairs in Tweet in G10:
[374] seats,2022 [372] more,senate [372] senate,seats [370] best,way [370] way,deal [370] deal,manchin [370] manchin,pick [370] pick,more [370] 2022,make [370] make,irrelevant 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: