The graph represents a network of 1,283 Twitter users whose recent tweets contained "#SMMW22 OR #SMMW2022", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 21 March 2022 at 05:58 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 32-minute period from Saturday, 12 March 2022 at 23:36 UTC to Monday, 21 March 2022 at 03:09 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 1283
Unique Edges : 3170
Edges With Duplicates : 10633
Total Edges : 13803
Number of Edge Types : 5
Replies to : 1310
Mentions : 4449
MentionsInRetweet : 3773
Retweet : 3242
Tweet : 1029
Self-Loops : 1108
Reciprocated Vertex Pair Ratio : 0.0972599358183165
Reciprocated Edge Ratio : 0.177277840269966
Connected Components : 60
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1206
Maximum Edges in a Connected Component : 13713
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.170863
Graph Density : 0.00270244636753514
Modularity : 0.161743
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,283 Twitter users whose recent tweets contained "#SMMW22 OR #SMMW2022", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 21 March 2022 at 05:58 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 32-minute period from Saturday, 12 March 2022 at 23:36 UTC to Monday, 21 March 2022 at 03:09 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #SMMW22 OR #SMMW2022
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:
[551] social,media [368] #socialmedia,#marketing [268] #smm,#smmw22 [267] pleasure,conversing [267] conversing,joe [267] joe,pulizzi [267] pulizzi,guru [267] guru,#contentmarketing [267] #contentmarketing,latest [267] latest,#contentmarketing Top Word Pairs in Tweet in G1:
[266] pleasure,conversing [266] conversing,joe [266] joe,pulizzi [266] pulizzi,guru [266] guru,#contentmarketing [266] #contentmarketing,latest [266] latest,#contentmarketing [266] #contentmarketing,trends [266] trends,watch [266] watch,workshop Top Word Pairs in Tweet in G2:
[234] social,media [105] mike_stelzner,#smmw22 [78] smexaminer,#smmw22 [72] #provesocialroi,#smmw22 [69] tamadear,#smmw22 [65] jessikaphillips,#smmw22 [57] #smmw22,#provesocialroi [56] day,#smmw22 [42] media,roi [41] #smmw22,smexaminer Top Word Pairs in Tweet in G3:
[92] social,media [90] #provesocialroi,#smmw22 [61] cathyhackl,#smmw22 [55] #smmw22,smmwconference [54] tamadear,#smmw22 [38] metricool,nathaliegregg [38] #smmw22,#tiktoktips [36] themrspedersen,#smmw22 [32] mike_stelzner,#smmw22 [31] #smmw22,#provesocialroi Top Word Pairs in Tweet in G4:
[30] #smmw2022,smexaminer [26] future,marketing [25] joelcomm,keynoting [25] keynoting,#smmw2022 [25] smexaminer,future [25] marketing,web [18] social,media [18] social,tokens [16] isocialfanz,preaching [16] preaching,truth Top Word Pairs in Tweet in G5:
[57] #socialmedia,#marketing [40] #marketing,#socialmedia [36] #smmw22,#socialmedia [32] #smmw22,#marketing [29] san,diego [25] social,media [18] media,marketing [17] markwschaefer,#smmw22 [16] marketing,world [14] metricool,nathaliegregg Top Word Pairs in Tweet in G6:
[95] social,media [54] #smmw22,#leadloudly [46] metricool,nathaliegregg [35] san,diego [35] day,#smmw22 [29] media,marketing [23] marketing,world [22] #smmw22,smexaminer [22] #socialmedia,#marketing [22] elanaleoni,vickitbrown Top Word Pairs in Tweet in G7:
[23] social,media [17] facebook,instagram [12] more,video [12] media,marketing [10] san,diego [10] marketing,world [8] social,platforms [8] facebook,business [7] room,20d [7] include,link Top Word Pairs in Tweet in G8:
[39] #smmw22,#storyon [20] parkhowell,#smmw22 [16] social,media [11] media,marketing [11] #storyon,#smmw22 [9] brand,story [8] marketing,world [6] call,maybe [6] session,#smmw22 [5] san,diego Top Word Pairs in Tweet in G9:
[10] social,media [8] media,marketing [7] marketing,world [6] san,diego [3] next,year [3] time,#smmw22 [3] randy,gregory [3] gregory,myles [3] myles,jack [3] jack,#msmarvel Top Word Pairs in Tweet in G10:
[8] social,media [4] wavewyld,#smmw22 [2] people,forget [2] forget,people [2] type,content [2] content,create [2] day,one [2] one,#smmw22 [2] #smmw22,books [2] work,small Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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: