The graph represents a network of 1,282 Twitter users whose recent tweets contained "resilient water infrastructure", 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 9/13/2022 11:26:00 AM and 9/13/2023 11:26:00 AM. The network was obtained from Twitter on Wednesday, 13 September 2023 at 05:09 UTC.
The tweets in the network were tweeted over the 365-day, 14-hour, 28-minute period from Monday, 12 September 2022 at 21:40 UTC to Wednesday, 13 September 2023 at 12:09 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.
Vertices : 1263
Unique Edges : 1084
Edges With Duplicates : 298
Total Edges : 1382
Self-Loops : 563
Reciprocated Vertex Pair Ratio : 0.0123456790123457
Reciprocated Edge Ratio : 0.024390243902439
Connected Components : 591
Single-Vertex Connected Components : 356
Maximum Vertices in a Connected Component : 53
Maximum Edges in a Connected Component : 98
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.260175
Graph Density : 0.000463013502678326
Modularity : 0.68892
NodeXL Version : 1.0.1.521
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292460
Data Import : The graph represents a network of 1,282 Twitter users whose recent tweets contained "resilient water infrastructure", 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 9/13/2022 11:26:00 AM and 9/13/2023 11:26:00 AM. The network was obtained from Twitter on Wednesday, 13 September 2023 at 05:09 UTC.
The tweets in the network were tweeted over the 365-day, 14-hour, 28-minute period from Monday, 12 September 2022 at 21:40 UTC to Wednesday, 13 September 2023 at 12:09 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 : resilient water infrastructure
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[258] water,infrastructure [247] climate,resilient [240] resilient,infrastructure [190] resilient,water [160] more,resilient [117] ह,न [117] ह,ए [117] च,ह [117] न,च [94] climate,change Top Word Pairs in Tweet in G1:
[32] infrastructure,law [23] 95,million [22] power,grid [22] harden,power [21] law,headed [21] million,infrastructure [19] energy,accelerated [19] grid,energy [18] today,95 [16] rt,potus Top Word Pairs in Tweet in G2:
[102] च,ह [102] ह,न [102] ह,ए [102] न,च [68] ट,यर [41] urban,infrastructure [41] water,secure [41] climate,resilient [34] प,ल [34] यर,3 Top Word Pairs in Tweet in G3:
[9] resilient,infrastructure [8] climate,change [5] more,resilient [4] water,infrastructure [4] discover,new [4] risks,due [4] principles,resilient [4] advance,water [4] face,increasing [4] due,climate Top Word Pairs in Tweet in G4:
[4] resilient,infrastructure [3] climate,resilient [3] acsea_54,pacja1 [2] energy,water [2] financial,resources [2] mithika_mwenda,acsea_54 [2] management,climate [2] water,management [2] pacja1,netforcommdev [2] youth,acquire Top Word Pairs in Tweet in G5:
[9] resilient,infrastructure [8] building,resilient [6] infrastructure,urban [6] urban,areas [5] bcrup,emphasis [5] main,goal [5] water,electricity [5] areas,main [5] emphasis,water [5] goal,bcrup Top Word Pairs in Tweet in G6:
[16] water,infrastructure [16] resilient,water [11] climate,change [11] climate,resilient [6] best,practices [6] management,climate [6] use,efficiency [6] change,resilient [6] side,event [6] groundwater,management Top Word Pairs in Tweet in G7:
[7] tools,deliver [7] moon,stressed [7] today,#acs23 [7] deliver,solutions [7] stressed,need [7] ki,moon [7] finetune,tools [7] #acs23,#africaclimatesummit23 [7] #africaclimatesummit23,mr [7] ban,ki Top Word Pairs in Tweet in G8:
[4] climate,resilient [2] water,infrastructure [2] climate,fund [2] resilient,infrastructure [2] green,climate [2] #fijinews,#fijiangovernment Top Word Pairs in Tweet in G9:
[3] resilient,water [3] funds,help [3] climate,funds [3] provide,resilient [3] africans,lack [3] millions,africans [3] access,clean [3] sanitation,climate [3] help,provide [3] clean,water Top Word Pairs in Tweet in G10:
[4] water,infrastructure [3] clean,water [3] water,quality [2] water,clean [2] act,listening [2] bond,act [2] drinking,water [2] listening,tour [2] improving,water [2] environmental,bond Top Replied-To in Entire Graph:
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Top Replied-To in G4:
Top Replied-To in G6:
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Top Mentioned in Entire Graph:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: