The graph represents a network of 8,513 Twitter users whose recent tweets contained "Council Bluffs", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 9/18/2023 1:01:00 PM. The network was obtained from Twitter on Tuesday, 19 September 2023 at 00:00 UTC.
The tweets in the network were tweeted over the 1622-day, 3-hour, 18-minute period from Wednesday, 10 April 2019 at 16:35 UTC to Monday, 18 September 2023 at 19:53 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 8572
Unique Edges : 7556
Edges With Duplicates : 11812
Total Edges : 19368
Number of Edge Types : 9
Replies to : 3572
MentionsInReplyTo : 1417
Retweet : 331
Tweet : 10252
Quote : 564
Mentions : 2866
MentionsInQuote : 219
MentionsInRetweet : 126
MentionsInQuoteReply : 21
Self-Loops : 11738
Reciprocated Vertex Pair Ratio : 0.0177763413057531
Reciprocated Edge Ratio : 0.0349317243569387
Connected Components : 3128
Single-Vertex Connected Components : 2083
Maximum Vertices in a Connected Component : 2956
Maximum Edges in a Connected Component : 8939
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 9.277853
Graph Density : 8.57213493743594E-05
Modularity : 0.378641
NodeXL Version : 1.0.1.521
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292595
Data Import : The graph represents a network of 8,513 Twitter users whose recent tweets contained "Council Bluffs", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 9/18/2023 1:01:00 PM. The network was obtained from Twitter on Tuesday, 19 September 2023 at 00:00 UTC.
The tweets in the network were tweeted over the 1622-day, 3-hour, 18-minute period from Wednesday, 10 April 2019 at 16:35 UTC to Monday, 18 September 2023 at 19:53 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : Council Bluffs
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:
[15089] council,bluffs [2001] bluffs,iowa [1808] bluffs,ia [965] pottawattamie,county [890] between,exit [882] blocked,due [826] bluffs,lincoln [745] stalled,vehicle [745] due,stalled [744] bluffs,pottawattamie Top Word Pairs in Tweet in G1:
[4068] council,bluffs [833] bluffs,ia [651] bluffs,iowa [202] high,school [200] donald,trump [180] rally,council [147] omaha,council [141] president,trump [137] president,donald [132] bluffs,lincoln Top Word Pairs in Tweet in G2:
[1875] council,bluffs [809] pottawattamie,county [713] bluffs,pottawattamie [273] traffic,issues [257] report,traffic [256] issues,council [209] area,location [187] stay,safe [172] county,stay [171] responding,cbpd Top Word Pairs in Tweet in G3:
[1561] council,bluffs [450] bluffs,lincoln [314] score,posted [310] lincoln,lynx [254] varsity,score [225] posted,council [124] lynx,defeat [114] lynx,lose [93] bluffs,jefferson [92] sioux,city Top Word Pairs in Tweet in G4:
[270] council,bluffs [33] bluffs,iowa [19] bluffs,ia [15] sioux,city [15] town,hall [12] cedar,rapids [10] city,council [9] donald,trump [8] #iowa,#desmoines [8] #oelwein,#councilbluffs Top Word Pairs in Tweet in G5:
[248] council,bluffs [47] bluffs,iowa [42] bluffs,ia [35] rising,stars [30] njcaa,rising [23] iowa,western [19] 00,pm [18] stars,class [18] class,2024 [16] titan,stadium Top Word Pairs in Tweet in G6:
[305] council,bluffs [26] kansas,city [23] stir,cove [19] show,council [18] bluffs,iowa [17] sioux,falls [17] bluffs,ia [16] bluffs,show [12] 17,06 [11] ieri,sera Top Word Pairs in Tweet in G7:
[90] council,bluffs [39] bluffs,ia [27] bluffs,iowa [13] chapter,council [11] adidas,chapter [10] chapter,ii [9] 3ssbgcircuit,chapter [9] stop,council [8] iowa,west [7] ii,council Top Word Pairs in Tweet in G8:
[92] council,bluffs [4] bigredfootball7,biggameboomer [4] bluffs,nebraska [4] iowaswarm,exilebrewingco [3] exilebrewingco,iowaswarm [3] bluffs,iowa [3] fremont,council [3] lived,council [3] bluffs,ia [3] go,hawks Top Word Pairs in Tweet in G9:
[162] council,bluffs [36] bluffs,ia [17] omaha,council [15] bluffs,iowa [11] co,ia [11] bluffs,pottawattamie [11] pottawattamie,co [9] flagstaff,az [8] golf,course [6] course,council Top Word Pairs in Tweet in G10:
[95] council,bluffs [21] wsop,circuit [20] main,event [17] circuit,council [14] horseshoe,council [11] bluffs,main [6] bluffs,hbrpoker [6] bluffs,iowa [6] pokerorg,instant [5] poker,media 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: