The graph represents a network of 1,959 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, 07 December 2019 at 05:20 UTC.
The requested start date was Saturday, 07 December 2019 at 01:01 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, 11-hour, 51-minute period from Wednesday, 04 December 2019 at 21:18 UTC to Friday, 06 December 2019 at 09:10 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 : 1959
Unique Edges : 2810
Edges With Duplicates : 3273
Total Edges : 6083
Number of Edge Types : 3
Tweet : 1712
Mentions : 4355
Replies to : 16
Self-Loops : 1712
Reciprocated Vertex Pair Ratio : 0.0216666666666667
Reciprocated Edge Ratio : 0.0424143556280587
Connected Components : 424
Single-Vertex Connected Components : 277
Maximum Vertices in a Connected Component : 1243
Maximum Edges in a Connected Component : 4933
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.323665
Graph Density : 0.000799067294240824
Modularity : 0.462925
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,959 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, 07 December 2019 at 05:20 UTC.
The requested start date was Saturday, 07 December 2019 at 01:01 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, 11-hour, 51-minute period from Wednesday, 04 December 2019 at 21:18 UTC to Friday, 06 December 2019 at 09:10 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:
[616] social,media [546] #infographic,follow [443] #socialmedia,#smm [313] #socialmedia,#socialmediamarketing [295] email,marketing [292] #seo,#smm [271] marketing,process [268] process,#infographic [267] #bigdata,#smm [253] #iot,#bigdata Top Word Pairs in Tweet in G1:
[157] #seo,#smm [124] social,media [123] #socialmedia,#socialmediamarketing [123] #digitalmarketing,#onlinemarketing [109] #seo,#content [103] #traffic,#blogger [98] 2020,#smm [96] #blogger,#digitalmarketing [94] digital,marketing [81] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G2:
[150] social,media [83] #socialmedia,#smm [51] #seo,#smm [37] media,marketing [35] #smm,#marketing [30] #smm,#socialmedia [30] #marketing,#blog [29] #blog,#blogger [29] #blogger,#contentmarketing [29] #contentmarketing,#crowdfunding Top Word Pairs in Tweet in G3:
[520] #infographic,follow [272] email,marketing [256] marketing,process [256] process,#infographic [239] follow,#ai [239] #ai,#iot [239] #iot,#bigdata [239] #bigdata,#smm [239] #smm,#ux [239] #ux,#smm Top Word Pairs in Tweet in G4:
[33] social,media [25] #smm,#socialmediamarketing [21] define,goals [17] #smm,#onlinemarketing [16] create,content [16] #digitalmarketing,#business [15] top,10 [15] 10,consumer [15] consumer,internet [15] internet,#growthhacks Top Word Pairs in Tweet in G5:
[21] #influencerpromotion,#topcasestudy [20] #womenintech,#5g [20] #5g,#future [20] #future,nokia [20] nokia,#cio [20] #cio,ursula [20] ursula,soritsch [20] soritsch,renier [20] renier,talks [20] talks,truly Top Word Pairs in Tweet in G6:
[91] #socialmediamarketing,#smm [72] #socialmedia,#socialmediamarketing [65] #marketing,#contentmarketing [63] #contentmarketing,#inboundmarketing [63] #inboundmarketing,#blog [63] #blog,#mktg [53] #mktg,#socialmedia [44] #smm,#growthhacking [44] #growthhacking,#website [42] social,media Top Word Pairs in Tweet in G7:
[29] social,media [7] media,marketing [6] lilachbullock,#smm [6] social,chatter [6] socialchefs,ckroks [5] #socialmedia,#smm [5] episode,social [5] chatter,ft [5] ft,socialchefs [5] ckroks,fuhsionmktg Top Word Pairs in Tweet in G8:
[24] gt,gt [16] #smm,#socialmedia [16] #socialmedia,#marketing [14] social,media [9] #socialmedia,#smm [9] #socialmediamarketing,#smm [4] here's,amazing [4] amazing,content [4] content,influencers [4] influencers,work Top Word Pairs in Tweet in G9:
[20] social,media [11] cool,tips [11] tips,alyce [11] alyce,erikson's [11] erikson's,linkedin [11] linkedin,#smm [11] #smm,workshop [11] workshop,#semrushconf2019 [10] #smm,#socialmedia [10] semrush,cool Top Word Pairs in Tweet in G10:
[48] art,prints [48] #firsttmaster,#ukbiz [48] #ukbiz,#smm [48] #smm,#ukbizhour [45] #87rt,#atsocialmedia [45] #atsocialmedia,#brithour [45] #brithour,#firsttmaster [35] hearttoheartpri,art [30] #brithour,#shopnow [24] #geneva,#black Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
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: