The graph represents a network of 2,171 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, 15 February 2020 at 05:20 UTC.
The requested start date was Saturday, 15 February 2020 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, 16-hour, 31-minute period from Wednesday, 12 February 2020 at 16:37 UTC to Friday, 14 February 2020 at 09:09 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 : 2171
Unique Edges : 3068
Edges With Duplicates : 2887
Total Edges : 5955
Number of Edge Types : 4
Mentions : 775
MentionsInRetweet : 3618
Tweet : 1551
Replies to : 11
Self-Loops : 1551
Reciprocated Vertex Pair Ratio : 0.0236443883984868
Reciprocated Edge Ratio : 0.0461964890668309
Connected Components : 494
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 1349
Maximum Edges in a Connected Component : 4773
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.135507
Graph Density : 0.000689227712600322
Modularity : 0.48753
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,171 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, 15 February 2020 at 05:20 UTC.
The requested start date was Saturday, 15 February 2020 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, 16-hour, 31-minute period from Wednesday, 12 February 2020 at 16:37 UTC to Friday, 14 February 2020 at 09:09 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:
[581] social,media [429] #socialmedia,#smm [276] #smm,#socialmediamarketing [258] #branding,#smm [250] #seo,#branding [250] #smm,#mpgvip [244] #seo,#smm [213] #contentmarketing,#seo [207] #socialmediamarketing,#smm [168] expert,blog Top Word Pairs in Tweet in G1:
[108] social,media [94] #socialmedia,#smm [66] #seo,#smm [34] #smm,#marketing [32] #smm,#socialmedia [29] #smm,#digitalmarketing [29] #smm,#socialmediamarketing [24] #marketing,#smm [24] #blog,#blogger [23] #marketing,#blog Top Word Pairs in Tweet in G2:
[130] #socialmediamarketing,#smm [115] social,media [107] #socialmedia,#smm [100] #marketing,#contentmarketing [93] #socialmedia,#socialmediamarketing [91] #seo,#smm [75] #seo,#content [71] #digitalmarketing,#seo [62] #smm,#socialmediamarketing [55] #contentmarketing,#inboundmarketing Top Word Pairs in Tweet in G3:
[49] social,media [33] #smm,#socialmedia [30] gt,gt [28] #smm,#socialmediamarketing [25] #socialmediamarketing,tips [25] #socialmedia,#marketing [23] benefits,#socialmedia [23] #socialmedia,small [23] small,#business [23] #business,customer Top Word Pairs in Tweet in G4:
[248] #seo,#branding [248] #branding,#smm [248] #smm,#mpgvip [195] #contentmarketing,#seo [158] expert,blog [151] #digital,#iot [147] #mpgvip,#defstar5 [144] #defstar5,#startup [143] #keyword,#digitalmarketing [142] #startup,#chooselove Top Word Pairs in Tweet in G5:
[47] socialmedia2day,helpful [39] socialmedia2day,key [38] marketers,#smm [37] social,media [26] helpful,social [26] social,content [26] content,tools [26] tools,add [26] add,arsenal [26] arsenal,#smm Top Word Pairs in Tweet in G6:
[11] digitalscoutings,top [11] top,10 [11] 10,digital [11] digital,influencers [11] influencers,feb [11] feb,2020 [11] 2020,ranking [11] ranking,stratorob [11] stratorob,jbarbosapr [11] jbarbosapr,feat Top Word Pairs in Tweet in G7:
[23] #marketing,#digitalmarketing [23] #socialmediamarketing,#smm [18] social,media [16] #smm,#socialmediamarketing [14] #seo,#marketing [14] #digitalmarketing,#business [13] #business,#smm [11] #digitalmarketing,#marketing [9] #seo,#content [9] #content,#webtraffic Top Word Pairs in Tweet in G8:
[13] social,media [12] instagram,news [12] #socialmedia,#news [10] #socialmedia,#smm [8] #news,#smm [8] #instagram,testing [8] testing,trimming [8] trimming,tool [8] tool,instagram [8] instagram,stories Top Word Pairs in Tweet in G9:
[14] traffic,website [14] ways,increase [12] drive,traffic [12] website,70 [12] 70,best [12] best,ways [12] increase,site [12] site,#blog [12] #blog,traffic [12] traffic,2020 Top Word Pairs in Tweet in G10:
[23] important,thought [23] thought,leadership [23] leadership,brands [23] brands,take [23] take,long [23] long,create [23] create,good [23] good,content [23] content,compared [23] compared,speed Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: