The graph represents a network of 248 Twitter users whose recent tweets contained "visitduluth", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 10/30/2023 5:55:20 PM. The network was obtained from Twitter on Tuesday, 31 October 2023 at 00:57 UTC.
The tweets in the network were tweeted over the 297-day, 13-hour, 19-minute period from Friday, 06 January 2023 at 06:04 UTC to Monday, 30 October 2023 at 19:23 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 : 248
Unique Edges : 321
Edges With Duplicates : 289
Total Edges : 610
Number of Edge Types : 8
Tweet : 81
MentionsInReplyTo : 195
Replies to : 82
Mentions : 182
Quote : 17
MentionsInQuote : 47
Retweet : 4
MentionsInRetweet : 2
Self-Loops : 100
Reciprocated Vertex Pair Ratio : 0.0513513513513514
Reciprocated Edge Ratio : 0.0976863753213368
Connected Components : 15
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 231
Maximum Edges in a Connected Component : 594
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.02321
Graph Density : 0.00635039832832702
Modularity : 0.447137
NodeXL Version : 1.0.1.523
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292883
Data Import : The graph represents a network of 248 Twitter users whose recent tweets contained "visitduluth", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 10/30/2023 5:55:20 PM. The network was obtained from Twitter on Tuesday, 31 October 2023 at 00:57 UTC.
The tweets in the network were tweeted over the 297-day, 13-hour, 19-minute period from Friday, 06 January 2023 at 06:04 UTC to Monday, 30 October 2023 at 19:23 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 : visitduluth
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:
[55] #visitduluth,#loveitlikewedo [46] #grandmasmarathon,#visitduluth [45] #exploremn,#perfectduluthday [40] #loveitlikewedo,#destinationduluth [40] #gmas23,#grandmasmarathon [39] #destinationduluth,#befromduluth [36] #befromduluth,#exploremn [30] #run,#runners [29] #perfectduluthday,#run [26] #runners,#fitness Top Word Pairs in Tweet in G1:
[8] duluth,mn [7] larsonforduluth,visitduluth [5] minnesotaminers,larsonforduluth [4] hawk,ridge [4] lake,superior [3] latest,faces [3] faces,duluth [3] next,time [3] mattmcneilshow,visitduluth [3] visitduluth,duluth Top Word Pairs in Tweet in G2:
[54] #visitduluth,#loveitlikewedo [45] #exploremn,#perfectduluthday [44] #grandmasmarathon,#visitduluth [40] #loveitlikewedo,#destinationduluth [39] #gmas23,#grandmasmarathon [38] #destinationduluth,#befromduluth [36] #befromduluth,#exploremn [30] #run,#runners [29] #perfectduluthday,#run [26] #runners,#fitness Top Word Pairs in Tweet in G3:
[3] magicmarcprod,dylan_fest [2] dylan_fest,matt_stike [2] 1michaelgray1,bobdylancenter [2] bobdylancenter,bob41dylan [2] audreyjgolden,exploreminn [2] mcniddergrace,louderthanwar [2] bobdylan,wussows_coffee [2] visit_minnesota,visitduluth [2] batterseabooks,audreyjgolden [2] isitrollingpod,batterseabooks Top Word Pairs in Tweet in G4:
[10] exploreminn,visitduluth [7] visitduluth,exploreminn [5] #expeloremn,#onlyinmn [4] north,shore [4] kidswhoexplore,visitduluth [4] 1000hoursoutsid,kidswhoexplore [3] stormhour,exploreminn [3] visitduluth,superiorhiking [3] angelakjones,stormhour [2] kindness,soon Top Word Pairs in Tweet in G5:
[10] cityofduluth,visitduluth [6] visitduluth,duluthmnpolice [6] duluthmnpolice,aclumn [3] parkpointbeach,cityofduluth [3] dntgochsnfossen,cityofduluth [2] 2m,revamp [2] rustic,bar [2] #stormwater,mgmt [2] backed,#stormwater [2] bar,duluth Top Word Pairs in Tweet in G7:
[4] finding,things [4] guide,finding [4] visit,duluth [4] ultimate,guide [4] duluth,ultimate [4] things,duluth [2] duluth,sometimes [2] beautiful,city [2] explore,ourselves [2] much,offer Top Word Pairs in Tweet in G10:
[2] lake,superior 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 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 G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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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: