The graph represents a network of 193 Twitter users whose recent tweets contained "#SMMW24", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/15/2024 6:00:34 PM. The network was obtained from Twitter on Friday, 16 February 2024 at 02:01 UTC.
The tweets in the network were tweeted over the 337-day, 10-hour, 10-minute period from Wednesday, 15 March 2023 at 14:30 UTC to Friday, 16 February 2024 at 00:40 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 : 193
Unique Edges : 341
Edges With Duplicates : 327
Total Edges : 668
Number of Edge Types : 9
Retweet : 135
MentionsInRetweet : 214
Tweet : 46
Mentions : 99
Quote : 5
MentionsInQuoteReply : 27
Replies to : 22
MentionsInReplyTo : 119
MentionsInQuote : 1
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0522193211488251
Reciprocated Edge Ratio : 0.0992555831265509
Connected Components : 10
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 183
Maximum Edges in a Connected Component : 655
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.916
Graph Density : 0.0108754317789292
Modularity : 0.359499
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 193 Twitter users whose recent tweets contained "#SMMW24", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/15/2024 6:00:34 PM. The network was obtained from Twitter on Friday, 16 February 2024 at 02:01 UTC.
The tweets in the network were tweeted over the 337-day, 10-hour, 10-minute period from Wednesday, 15 March 2023 at 14:30 UTC to Friday, 16 February 2024 at 00:40 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 : #SMMW24
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[53] social,media [38] media,marketing [36] sponsor,#smmw24 [36] san,diego [31] marketing,world [28] time,sponsor [24] #smmw24,smmwconference [21] smmwconference,smexaminer [18] hashtagmarketi7,smmwconference [18] #seohashtag,estará Top Word Pairs in Tweet in G1:
[13] social,media [10] marketing,world [10] media,marketing [5] world,2024 [5] san,diego [4] smexaminer,#smmw24 [3] hope,see [3] media,examiner [3] diego,#smmw24 [3] 2024,social Top Word Pairs in Tweet in G2:
[7] hashtagmarketi7,smmwconference [6] #smmw24,smmwconference [6] social,media [6] sponsor,#smmw24 [5] including,none [5] online,marketers [5] best,online [5] michaelaalexi,drewdavishere [5] none,michaelaalexi [5] biz,including Top Word Pairs in Tweet in G3:
[7] #smmw24,smmwconference [7] impacto,evento [7] comparto,análisis [7] están,datos [7] análisis,#tweetbinder [7] evento,#smmw24 [7] #redessociales,están [7] #tweetbinder,impacto [7] smmwconference,smexaminer [7] #smmw24,#redessociales Top Word Pairs in Tweet in G4:
[30] sponsor,#smmw24 [24] social,media [24] time,sponsor [18] san,diego [15] media,marketing [13] exciting,news [12] marketing,world [11] #smmw24,smmwconference [10] let's,make [10] thrilled,announce Top Word Pairs in Tweet in G5:
[3] marketing,world [3] social,media [3] media,marketing [2] hard,work [2] 18,20 [2] san,diego Top Word Pairs in Tweet in G7:
[2] positive,reciprocity [2] going,#smmw24 [2] #smmw24,event [2] article,gift [2] event,wrote [2] san,diego [2] gift,positive [2] wrote,article Top Word Pairs in Tweet in G8:
[3] marketing,world [3] social,media [3] être,fébrile [3] fébrile,mon [3] #smmw24,m'attarderai [3] voyage,san [3] commence,être [3] world,#smmw24 [3] diego,social [3] media,marketing Top Word Pairs in Tweet in G9:
[2] social,media 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 G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: