The graph represents a network of 2,698 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 Wednesday, 14 August 2019 at 05:31 UTC.
The requested start date was Wednesday, 14 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 23-hour, 1-minute period from Sunday, 11 August 2019 at 18:04 UTC to Tuesday, 13 August 2019 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 : 2698
Unique Edges : 3127
Edges With Duplicates : 4620
Total Edges : 7747
Number of Edge Types : 3
Tweet : 1936
Mentions : 5781
Replies to : 30
Self-Loops : 1936
Reciprocated Vertex Pair Ratio : 0.0341076154072332
Reciprocated Edge Ratio : 0.0659653113448962
Connected Components : 554
Single-Vertex Connected Components : 376
Maximum Vertices in a Connected Component : 1815
Maximum Edges in a Connected Component : 6430
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.020264
Graph Density : 0.000483336370505295
Modularity : 0.42299
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[685] social,media [370] #digitalmarketing,#marketing [359] #socialmedia,#smm [353] #smm,#socialmedia [352] #marketing,#business [290] #smm,#socialmediamarketing [239] #smm,#seo [204] #socialmediamarketing,#smm [196] #socialmedia,#socialmediamarketing [193] content,marketing Top Word Pairs in Tweet in G1:
[194] social,media [166] #socialmedia,#smm [49] #seo,#smm [44] #smm,#socialmedia [44] check,out [43] media,marketing [41] #smo,#smm [40] #seo,#sem [34] l,k [33] gt,#marketing Top Word Pairs in Tweet in G2:
[42] #marketing,#digitalmarketing [42] 20,visited [42] visited,websites [42] websites,#smm [42] #smm,#iot [42] #iot,#digitaltransformation [42] #digitaltransformation,#industry40 [42] #industry40,#fintech [42] #fintech,#insurtech [42] #insurtech,#bigdata Top Word Pairs in Tweet in G3:
[124] social,media [76] gt,gt [63] #socialmedia,#smm [49] #smm,#socialmedia [47] #infographic,follow [46] #smm,#socialmediamarketing [37] #smm,#digitalmarketing [35] #socialmediamarketing,#digitalmarketing [34] #content,#socialmedia [34] #smm,#seo Top Word Pairs in Tweet in G4:
[313] #marketing,#business [312] #digitalmarketing,#marketing [165] #contentmarketing,checklist [165] checklist,#smm [165] #smm,#socialmedia [165] #socialmedia,#digitalmarketing [165] #business,#inboundmarketing [164] #inboundmarketing,specialize [164] drse0,#contentmarketing [161] path,content Top Word Pairs in Tweet in G5:
[29] social,media [22] #socialmediamarketing,approach [22] approach,tips [22] meloniedodaro,#smm [19] socialmedia2day,interesting [19] quick,overview [19] overview,key [19] key,#socialmedia [19] #socialmedia,demographic [19] demographic,insights Top Word Pairs in Tweet in G6:
[70] social,media [30] #smm,#socialmedia [26] #smm,#socialmediamarketing [22] smexaminer,#smm [19] media,marketing [18] bulkly,#smm [13] #socialmedia,#smm [13] reach,more [13] more,people [13] people,facebook Top Word Pairs in Tweet in G7:
[47] wanderingstarz1,lqiwfuokvh0ynyr [36] #influencerpromotion,#topcasestudy [34] #topcasestudy,#cybersecurity [34] vivvus2,tom__coleman [33] #yourmustread,#influencerpromotion [30] #cybersecurity,#knowledge [28] zairesue,vivvus2 [28] tom__coleman,wanderingstarz1 [28] lqiwfuokvh0ynyr,vipeurope5 [24] peterleah18,heroldbarton Top Word Pairs in Tweet in G8:
[72] #socialmediamarketing,#smm [68] #socialmedia,#socialmediamarketing [50] #marketing,#contentmarketing [44] #contentmarketing,#inboundmarketing [43] #inboundmarketing,#blog [43] #blog,#mktg [43] #smm,#growthhacking [42] #seo,#content [42] #mktg,#socialmedia [41] #growthhacking,#website Top Word Pairs in Tweet in G9:
[59] #pendant,#necklaces [59] #necklaces,#brithour [53] #shopnow,#shopping [50] #shopping,#atlondonuk [42] #brithour,#shopnow [37] #silver,#gold [37] #gold,#hollow [37] #hollow,#heart [37] #heart,#locket [37] #locket,#pendant Top Word Pairs in Tweet in G10:
[18] #smm,#digitalmarketing [18] #digitalmarketing,fisher85m [17] #smm,#socialmediamarketing [17] #smm,#marketing [14] #digitalmarketing,#onlinemarketing [14] gt,gt [13] #socialmediamarketing,#digitalmarketing [12] #cybersecurity,#bigdata [11] quick,facts [11] facts,#iot Top Replied-To in Entire Graph:
Top Replied-To in G7:
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 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: