The graph represents a network of 1,850 Twitter users whose recent tweets contained "socialmediatoday", 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 Saturday, 24 July 2021 at 17:33 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 49-minute period from Friday, 16 July 2021 at 11:16 UTC to Saturday, 24 July 2021 at 17:06 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 : 1850
Unique Edges : 1743
Edges With Duplicates : 5566
Total Edges : 7309
Number of Edge Types : 5
Tweet : 4126
Mentions : 851
Retweet : 1618
MentionsInRetweet : 680
Replies to : 34
Self-Loops : 4205
Reciprocated Vertex Pair Ratio : 0.00672043010752688
Reciprocated Edge Ratio : 0.0133511348464619
Connected Components : 883
Single-Vertex Connected Components : 788
Maximum Vertices in a Connected Component : 820
Maximum Edges in a Connected Component : 4201
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.849931
Graph Density : 0.000437928463888442
Modularity : 0.212741
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,850 Twitter users whose recent tweets contained "socialmediatoday", 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 Saturday, 24 July 2021 at 17:33 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 49-minute period from Friday, 16 July 2021 at 11:16 UTC to Saturday, 24 July 2021 at 17:06 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 : socialmediatoday
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:
[346] social,media [235] instagram,stories [208] stories,drafts [203] available,users [193] media,today [167] drafts,available [166] email,marketing [139] shares,insights [132] more,data [129] facebook,adds Top Word Pairs in Tweet in G1:
[231] social,media [156] media,today [98] instagram,stories [93] shares,insights [81] email,marketing [78] facebook,adds [70] stories,drafts [69] available,users [60] providing,more [58] drafts,available Top Word Pairs in Tweet in G2:
[72] #socialselling,socialmedia2day [38] socialmedia2day,#socialmedia [36] bloggingtop25,socialmedia2day [30] available,users [29] stories,drafts [25] big,update [23] update,ig [23] ig,marketers [21] social,media [19] convert,twitter Top Word Pairs in Tweet in G3:
[60] businesstop25,socialmedia2day [37] socialmedia2day,#socialmedia [25] social,media [25] infographic,socialmedia2day [22] available,users [21] instagram,stories [20] stories,drafts [20] drafts,available [20] adhutchinson,socialmedia2day [20] users,socialmedia2day Top Word Pairs in Tweet in G4:
[21] stories,drafts [21] available,users [16] right,metrics [15] pointers,ctas [15] ctas,markwalkerford [14] metrics,socialinsiderio [14] reports,data [13] focusing,right [13] smt,experts [13] experts,series Top Word Pairs in Tweet in G5:
[50] socialmedia2day,#socialmedia [19] adhutchinson,socialmedia2day [18] marketing,important [16] #socialmedia,#contentmarketing [16] explains,data [16] data,scraping [16] more,data [15] scraping,amid [15] amid,reports [15] reports,more Top Word Pairs in Tweet in G6:
[11] #socialmedia,#digitalmarketing [10] instagram,stories [10] #digitalstrategy,#digitalmarketing [9] email,marketing [8] stories,drafts [8] #tiktokads,see [8] see,higher [8] higher,emotional [8] emotional,response [8] response,according Top Word Pairs in Tweet in G7:
[68] #socialmedia,#smm [26] instagram,stories [21] available,users [20] stories,drafts [20] drafts,available [18] infographic,#socialmedia [18] #marketing,#digitalmarketing [15] #socialmedia,#marketing [14] best,worst [14] worst,words Top Word Pairs in Tweet in G8:
[3] looks,play [3] play,bigger [3] bigger,role [3] role,next [3] next,stage [3] stage,economic [3] economic,development [3] development,around [3] around,world [3] world,facebook Top Word Pairs in Tweet in G9:
[8] linkedin,explains [8] explains,data [8] data,scraping [8] scraping,amid [8] amid,reports [8] reports,more [8] more,data [8] data,hacks [8] hacks,breaches [8] breaches,#linkedin Top Word Pairs in Tweet in G10:
[7] people,social [7] social,many [7] many,platforms [7] platforms,use [7] use,smm [7] smm,company [7] company,#marketingtwitter [2] email,marketing [2] marketing,important [2] important,infographic Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G8:
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 G7:
Top Mentioned in G8:
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: