The graph represents a network of 157 Twitter users whose recent tweets contained "#MeltwaterSummit", 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 6/1/2023 12:00:00 AM and 6/23/2023 3:04:11 AM. The network was obtained from Twitter on Friday, 23 June 2023 at 10:04 UTC.
The tweets in the network were tweeted over the 1493-day, 19-hour, 46-minute period from Tuesday, 21 May 2019 at 07:31 UTC to Friday, 23 June 2023 at 03:17 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 : 157
Unique Edges : 202
Edges With Duplicates : 1084
Total Edges : 1286
Number of Edge Types : 9
Retweet : 299
MentionsInRetweet : 523
Tweet : 82
Mentions : 211
MentionsInReplyTo : 75
Replies to : 70
Quote : 21
MentionsInQuote : 4
MentionsInQuoteReply : 1
Self-Loops : 182
Reciprocated Vertex Pair Ratio : 0.105263157894737
Reciprocated Edge Ratio : 0.19047619047619
Connected Components : 9
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 146
Maximum Edges in a Connected Component : 1272
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.480454
Graph Density : 0.0154336109750122
Modularity : 0.162335
NodeXL Version : 1.0.1.516
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292125
Data Import : The graph represents a network of 157 Twitter users whose recent tweets contained "#MeltwaterSummit", 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 6/1/2023 12:00:00 AM and 6/23/2023 3:04:11 AM. The network was obtained from Twitter on Friday, 23 June 2023 at 10:04 UTC.
The tweets in the network were tweeted over the 1493-day, 19-hour, 46-minute period from Tuesday, 21 May 2019 at 07:31 UTC to Friday, 23 June 2023 at 03:17 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 : TwitterSearch2
Graph Term : #MeltwaterSummit
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:
[35] social,media [26] meltwater,#meltwatersummit [22] #meltwatersummit,meltwater [14] meltwater,summit [14] bethenny,#meltwatersummit [14] day,#meltwatersummit [13] looking,forward [13] sheila,mulligan [12] bethenny,frankel [12] mirirod,#meltwatersummit Top Word Pairs in Tweet in G1:
[14] social,media [10] meltwater,summit [10] meltwater,#meltwatersummit [8] marketers,using [8] replaced,marketers [7] day,#meltwatersummit [6] average,person [6] #meltwatersummit,meltwater [5] trevor,noah [5] #meltwatersummit,trevornoah Top Word Pairs in Tweet in G2:
[13] #meltwatersummit,meltwater [12] meltwater,#meltwatersummit [12] social,media [6] relationships,roi [6] meltwater,#digitalintervention [6] navigating,misinformation [5] brand,authenticity [5] #meltwatersummit,#digitalintervention [5] looking,forward [5] analysis,drive Top Word Pairs in Tweet in G3:
[7] bethenny,#meltwatersummit [6] mirirod,#meltwatersummit [5] sheila,mulligan [5] mulligan,edelmanpr [4] powerhouse,bethenny [4] #meltwatersummit,trevornoah [4] edelmanpr,#meltwatersummit [4] meltwater,#meltwatersummit [3] social,media [3] sessions,#meltwatersummit Top Word Pairs in Tweet in G4:
[5] bethenny,frankel [5] global,ceo [5] ceo,red [5] wright,global [5] james,wright [4] rodriguez,microsoft [4] miri,rodriguez [4] red,havas [4] havas,#meltwatersummit [3] social,media Top Word Pairs in Tweet in G5:
[2] bit,advice [2] saw,one [2] thing,ask [2] demo,chatgpt [2] event,armed [2] good,bit [2] succeed,fail [2] chatgpt,#meltwatersummit [2] armed,generative [2] ask,succeed Top Word Pairs in Tweet in G6:
[2] yup,pretty [2] problems,#meltwatersummit [2] much,#socialmediamanager [2] pretty,much [2] #socialmediamanager,problems Top Word Pairs in Tweet in G7:
[2] #يوم_الاب_العالمي,#صباح_الخير [2] #تم_القبض,#dailymiddleeast [2] #قناه_السويس,#تم_القبض [2] #leofirstlook,#قناه_السويس [2] #صباح_الخير,#kingofkotha [2] captain,dunes [2] #dailymiddleeast,#الغواصه_المفقوده [2] #kingofkotha,#leofirstlook [2] #الغواصه_المفقوده,#meltwatersummit Top Word Pairs in Tweet in G9:
[2] yes,zonteehou [2] needs,behaviors [2] media,audience [2] social,media [2] audience,needs [2] zonteehou,#meltwatersummit [2] content,social [2] behaviors,yes [2] connect,content Top Word Pairs in Tweet in G10:
[3] day,jam [3] jam,packed [3] incredible,speakers [3] each,session [3] day,meltwater [3] packed,incredible [3] nyc,day [3] session,extremely [3] meltwater,summit [3] speakers,each 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 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:
Top Tweeters in G3:
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: