The graph represents a network of 3,182 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 Friday, 25 September 2020 at 20:13 UTC.
The requested start date was Friday, 25 September 2020 at 00:01 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 4-day, 13-hour, 36-minute period from Sunday, 20 September 2020 at 10:23 UTC to Friday, 25 September 2020 at 00:00 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 : 3182
Unique Edges : 2827
Edges With Duplicates : 10737
Total Edges : 13564
Number of Edge Types : 5
Mentions : 2250
Tweet : 3163
Retweet : 3297
MentionsInRetweet : 4733
Replies to : 121
Self-Loops : 3297
Reciprocated Vertex Pair Ratio : 0.0189260563380282
Reciprocated Edge Ratio : 0.0371490280777538
Connected Components : 630
Single-Vertex Connected Components : 456
Maximum Vertices in a Connected Component : 2142
Maximum Edges in a Connected Component : 11433
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.005441
Graph Density : 0.00045742210338688
Modularity : 0.330302
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,182 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 Friday, 25 September 2020 at 20:13 UTC.
The requested start date was Friday, 25 September 2020 at 00:01 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 4-day, 13-hour, 36-minute period from Sunday, 20 September 2020 at 10:23 UTC to Friday, 25 September 2020 at 00:00 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:
[1276] social,media [617] #socialmediamarketing,#smm [496] #socialmedia,#socialmediamarketing [359] #socialmedia,#smm [350] #smm,#socialmedia [326] #seo,#smm [309] media,marketing [283] #oneofpoints,#socialmedia [236] #defstar5,#mpgvip [229] #marketing,#contentmarketing Top Word Pairs in Tweet in G1:
[184] social,media [85] #seo,#smm [73] #socialmedia,#smm [43] #smm,#socialmedia [41] #socialmediamarketing,#smm [40] media,marketing [39] #smm,#socialmediamarketing [39] #digitalmarketing,#smm [31] #smm,#seo [30] digital,marketing Top Word Pairs in Tweet in G2:
[196] social,media [45] #smm,#socialmedia [43] media,marketing [39] #socialmedia,#smm [34] influencermh,#smm [24] #smm,#socialmediamarketing [24] learn,more [20] read,learn [20] marketing,strategy [17] #socialmediamarketing,#smm Top Word Pairs in Tweet in G3:
[346] social,media [339] #socialmediamarketing,#smm [307] #socialmedia,#socialmediamarketing [278] #oneofpoints,#socialmedia [131] #smm,#sem [119] #smm,#socialmedia [88] #digitalmarketing,#seo [78] media,marketing [75] #socialmedia,#marketing [69] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G4:
[223] #defstar5,#mpgvip [159] #spdc,#smm [158] #makeyourownlane,#startup [157] #quote,#quotes [157] #quotes,#makeyourownlane [157] #startup,#defstar5 [157] #mpgvip,#quotes [157] #quotes,#spdc [157] #smm,#dji [133] #dji,#sundaymotivation Top Word Pairs in Tweet in G5:
[38] mikequindazzi,antgrasso [37] key,findings [36] fisher85m,cc [35] executing,digital [35] digital,transformation [35] transformation,study [35] study,key [35] findings,infographic [34] cc,mikequindazzi [28] #yourmustread,#influencerpromotion Top Word Pairs in Tweet in G6:
[92] thank,heros [92] heros,digitalscoutings [92] digitalscoutings,top [92] released,thanks [92] thanks,congratulations [91] digital,influencer [91] influencer,released [65] stratorob,thank [47] top,100 [47] 100,digital Top Word Pairs in Tweet in G7:
[175] marketing,strategies [90] social,media [90] media,marketing [89] hi,know [89] know,important [89] important,social [89] marketing,always [89] always,seeking [89] seeking,latest [88] latest,marketing Top Word Pairs in Tweet in G8:
[106] those,always [106] always,give [106] give,100 [106] 100,#rockstars [106] #rockstars,#socialmediamarketer [106] #socialmediamarketer,#cloudsherpainc [106] #cloudsherpainc,#cloudsherpa [105] cloudsherpainc,those [105] #cloudsherpa,#softwaredevelopm [16] #cloudsherpa,#softwaredevelopment Top Word Pairs in Tweet in G9:
[182] #socialmediamarketing,#services [182] #services,twitter [182] twitter,instagram [182] instagram,facebook [182] facebook,linkedin [96] gt,gt [96] gt,#seo [94] check,socialelbies [94] socialelbies,#socialmediamarketing [93] #seo,#seonews Top Word Pairs in Tweet in G10:
[115] #socialmedia,#smm [77] social,media [28] #smm,#socialmedia [18] #digitalmarketing,#smm [16] eclincher,#smm [16] smexaminer,#smm [15] #smm,#seo [14] #workingfromhome,#startups [12] media,marketing [11] media,#socialmedia Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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: