The graph represents a network of 3,119 Twitter users whose tweets in the requested range contained "#smm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 November 2020 at 21:26 UTC.
The requested start date was Friday, 13 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 15-hour, 42-minute period from Friday, 06 November 2020 at 09:18 UTC to Friday, 13 November 2020 at 01:00 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 : 3119
Unique Edges : 2590
Edges With Duplicates : 9892
Total Edges : 12482
Number of Edge Types : 5
Tweet : 3483
Mentions : 2331
Retweet : 2749
MentionsInRetweet : 3779
Replies to : 140
Self-Loops : 3684
Reciprocated Vertex Pair Ratio : 0.0242061426340448
Reciprocated Edge Ratio : 0.0472681067344346
Connected Components : 695
Single-Vertex Connected Components : 515
Maximum Vertices in a Connected Component : 2013
Maximum Edges in a Connected Component : 10149
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.176598
Graph Density : 0.000404625501874439
Modularity : 0.311559
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,119 Twitter users whose tweets in the requested range contained "#smm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 November 2020 at 21:26 UTC.
The requested start date was Friday, 13 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 15-hour, 42-minute period from Friday, 06 November 2020 at 09:18 UTC to Friday, 13 November 2020 at 01:00 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 : GraphServerTwitterSearch
Graph Term : #smm
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:
[1557] social,media [680] #socialmedia,#smm [465] media,marketing [453] #seo,#smm [440] #smm,#socialmedia [403] #socialmediamarketing,#smm [323] #socialmedia,#socialmediamarketing [269] #marketing,#contentmarketing [246] #smm,#digitalmarketing [226] #contentmarketing,#inboundmarketing Top Word Pairs in Tweet in G1:
[213] social,media [76] #smm,#socialmedia [70] #seo,#smm [69] digital,marketing [60] #smm,#digitalmarketing [54] media,marketing [50] #smm,#socialmediamarketing [49] #socialmedia,#smm [39] #digitalmarketing,#smm [37] #smm,#seo Top Word Pairs in Tweet in G2:
[355] social,media [118] #smm,#socialmedia [97] media,marketing [83] #socialmedia,#smm [26] marketing,strategy [25] rialtomarketing,#smm [23] #smm,#socialmediamarketing [22] influencermh,#smm [22] #socialmediamarketing,#smm [21] 20,different Top Word Pairs in Tweet in G3:
[255] #socialmedia,#socialmediamarketing [252] #marketing,#contentmarketing [226] #contentmarketing,#inboundmarketing [215] #inboundmarketing,#blog [208] #blog,#mktg [200] #socialmediamarketing,#smm [182] #mktg,#socialmedia [164] #smm,#growthhacking [160] #growthhacking,#website [138] social,media Top Word Pairs in Tweet in G4:
[136] #socialmediamarketing,#services [136] #services,twitter [136] twitter,instagram [136] instagram,facebook [136] facebook,linkedin [103] #seo,#smm [95] #smm,#marketing [94] #marketing,#blog [94] #blog,#blogger [91] #blogger,#contentmarketing Top Word Pairs in Tweet in G5:
[136] #socialmedia,#smm [73] #marketing,#advertising [66] social,media [54] #digitalmarketing,#seo [50] gt,#marketing [50] #marketing,#optimisation [49] #seo,#smm [48] #advertising,#digitalmarketing [48] #seo,#socialmediamarketing [48] #socialmediamarketing,#business Top Word Pairs in Tweet in G6:
[26] #socialmedia,#smm [20] #smm,#digitalmarketing [17] one,minute [17] minute,internet [17] internet,2020 [17] 2020,mt [17] mt,visualcap [17] visualcap,#socialmedia [16] glengilmore,one [13] #smm,#marketing Top Word Pairs in Tweet in G7:
[49] social,media [28] #smm,#socialmedia [26] eclincher,#smm [18] smexaminer,#smm [16] #ai,#smm [14] #socialmedia,#smm [9] check,social [9] media,management [9] management,tools [9] tools,marco_tran Top Word Pairs in Tweet in G8:
[200] #socialmedia,#smm [124] social,media [84] media,marketing [81] click,#smm [81] #smm,#socialmediamanager [81] #socialmediamanager,#socialmedia [80] #socialmedia,#digitalmarketing [80] #digitalmarketing,#socialmediamarketing [80] #socialmediamarketing,#marketing [80] #marketing,#facebookpage Top Word Pairs in Tweet in G9:
[64] #brithour,#ukbizlunch [59] #spdc,#smm [50] jwa_2016,#beautiful [43] #earrings,#brithour [35] #atukbusiness,#spdc [33] #ukbizlunch,#atukbusiness [32] #gold,#silver [32] #silver,#plated [32] #plated,#crystal [32] #crystal,#cuff Top Word Pairs in Tweet in G10:
[101] #setmefree,#smm [71] #smm,#snowden [63] #privacy,#smm [62] #smm,#socialmedia [61] #proxy,#smm [61] #smm,#social [54] #security,#smm [49] #smm,#stopcensorship [45] #netsec,#smm [42] themrblueprint,mrkmrkmoh Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
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 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: