The graph represents a network of 2,897 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, 15 January 2021 at 21:16 UTC.
The requested start date was Friday, 15 January 2021 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, 3-hour, 35-minute period from Friday, 08 January 2021 at 18:01 UTC to Thursday, 14 January 2021 at 21:36 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 : 2897
Unique Edges : 2320
Edges With Duplicates : 9735
Total Edges : 12055
Number of Edge Types : 5
Retweet : 3187
MentionsInRetweet : 3648
Mentions : 1712
Tweet : 3484
Replies to : 24
Self-Loops : 3717
Reciprocated Vertex Pair Ratio : 0.0284090909090909
Reciprocated Edge Ratio : 0.0552486187845304
Connected Components : 653
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 1907
Maximum Edges in a Connected Component : 9876
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.667368
Graph Density : 0.000431480842250604
Modularity : 0.290716
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,897 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, 15 January 2021 at 21:16 UTC.
The requested start date was Friday, 15 January 2021 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, 3-hour, 35-minute period from Friday, 08 January 2021 at 18:01 UTC to Thursday, 14 January 2021 at 21:36 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:
[1343] social,media [798] free,web [798] web,proxy [461] #smm,#socialmedia [436] #socialmedia,#smm [419] mimproxyble,free [367] media,marketing [329] #socialmediamarketing,#smm [325] #marketing,#contentmarketing [303] #seo,#smm Top Word Pairs in Tweet in G1:
[196] social,media [140] #seo,#digitalmarketing [124] #smm,#seo [107] #digitalmarketing,#reviews [107] #reviews,#socialmediamarketing [75] #seo,#smm [71] #socialmedia,#smm [70] buy,trustpilot [70] trustpilot,reviews [70] reviews,#buy_trustpilot_reviews Top Word Pairs in Tweet in G2:
[721] free,web [721] web,proxy [342] mimproxyble,free [221] social,media [124] #datamining,#app [121] proxy,#advertising [115] #bigdata,#datamining [95] proxy,#anonymous [95] #smm,#socialmedia [90] proxy,#assange Top Word Pairs in Tweet in G3:
[191] social,media [71] #smm,#socialmedia [70] media,marketing [55] ckroks,fuhsionmktg [49] #socialmedia,#smm [42] talk,show [40] overheard,ep [40] socialchefs,ckroks [39] marketing,talk [28] #socialmedia,marketing Top Word Pairs in Tweet in G4:
[169] #marketing,#contentmarketing [166] #contentmarketing,#inboundmarketing [166] #inboundmarketing,#blog [165] #blog,#mktg [162] #mktg,#socialmedia [162] #socialmedia,#socialmediamarketing [162] #socialmediamarketing,#smm [162] #smm,#growthhacking [162] #growthhacking,#website [58] social,media Top Word Pairs in Tweet in G5:
[125] social,media [44] media,marketing [29] #socialmedia,#smm [26] #socialmediamarketing,#smm [25] #smm,#socialmediamarketing [24] #rt,startgrowthhack [21] #socialmedia,#marketing [20] ademolaabimbola,mauconline [19] #smm,#socialmedia [16] sovkcom,#rt Top Word Pairs in Tweet in G6:
[139] social,media [95] #smm,#socialmediastrategy [88] #marketing,#smm [81] #socialmedia,#smm [81] #socialmediastrategy,video [72] #contentmarketing,#smm [63] #marketing,video [58] #socialmedia,#marketing [58] #marketing,#contentmarketing [56] digital,marketing Top Word Pairs in Tweet in G7:
[78] social,media [36] #smm,#socialmedia [21] smexaminer,#smm [17] eclincher,#smm [15] facebook,ads [14] #socialmedia,#smm [13] #smm,#socialmediamarketing [12] media,marketing [11] #smm,#socialmediatips [10] hubspot,#smm Top Word Pairs in Tweet in G8:
[46] 21,tips [46] tips,successful [46] successful,google [46] google,seo [46] seo,2021 [46] 2021,increasing [46] increasing,clicks [46] clicks,seo [46] seo,technical [46] technical,seo Top Word Pairs in Tweet in G9:
[121] social,jukebox [64] #socialmedia,#smm [50] #smm,#socialmedia [45] social,media [42] jukebox,automate [35] automate,today [33] today,check [29] automate,social [21] pays,use [21] use,right Top Word Pairs in Tweet in G10:
[79] jwa_2016,#beautiful [69] #earrings,#brithour [50] #beautiful,#rhodium [50] #rhodium,#plated [50] #plated,#classic [50] #classic,#green [50] #green,#cubic [50] #cubic,#zirconia [50] #zirconia,#stud [50] #stud,#earrings Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
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: