The graph represents a network of 2,238 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, 21 January 2022 at 21:04 UTC.
The requested start date was Friday, 21 January 2022 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 8-day, 12-hour, 7-minute period from Wednesday, 12 January 2022 at 12:52 UTC to Friday, 21 January 2022 at 00:59 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 : 2238
Unique Edges : 1247
Edges With Duplicates : 10058
Total Edges : 11305
Number of Edge Types : 5
Tweet : 4157
Mentions : 961
Retweet : 2894
MentionsInRetweet : 3224
Replies to : 69
Self-Loops : 4392
Reciprocated Vertex Pair Ratio : 0.0213552361396304
Reciprocated Edge Ratio : 0.0418174507438681
Connected Components : 567
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 1365
Maximum Edges in a Connected Component : 9349
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.785112
Graph Density : 0.000496763546544168
Modularity : 0.221912
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,238 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, 21 January 2022 at 21:04 UTC.
The requested start date was Friday, 21 January 2022 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 8-day, 12-hour, 7-minute period from Wednesday, 12 January 2022 at 12:52 UTC to Friday, 21 January 2022 at 00:59 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:
[1376] social,media [659] #socialmediamarketing,#smm [599] #socialmedia,#socialmediamarketing [459] #seo,#smm [406] #oneofpoints,#socialmedia [381] media,marketing [360] #socialmedia,#smm [307] #smm,#socialmedia [301] #smm,#socialmediamarketing [241] using,link Top Word Pairs in Tweet in G1:
[227] social,media [86] #seo,#smm [85] #socialmedia,#smm [60] media,marketing [54] digital,marketing [43] #smm,#socialmediamarketing [38] #smm,#socialmedia [36] #socialmediamarketing,#smm [33] #smm,#seo [29] products,services Top Word Pairs in Tweet in G2:
[228] using,link [209] gt,gt [159] 100,credits [152] social,media [143] #socialmedia,#socialmediamarketing [137] test,vultr [134] 100,credit [134] credit,test [132] #socialmediamarketing,#smm [112] #seo,#smm Top Word Pairs in Tweet in G3:
[214] social,media [100] media,marketing [75] #marketing,#smm [71] #smm,video [70] #seo,#smm [67] digital,marketing [64] #digitalmarketing,#smm [62] #socialmediamarketing,#smm [44] #business,#marketing [41] #seo,#digitalmarketing Top Word Pairs in Tweet in G4:
[78] gt,#marketing [77] #marketing,#optimisation [77] #optimisation,#analysis [77] #analysis,#seo [77] #seo,#sem [77] #sem,#smo [77] #smo,#smm [52] sej,gt [44] #smm,#socialmediamarketing [40] social,media Top Word Pairs in Tweet in G5:
[76] #seo,#smm [51] #smm,#links [51] #links,#backlinks [43] #backlinks,#linkbuilding [42] gave,kred [40] #linkbuilding,#blogcomments [30] kred,#influence [30] #blogcomments,#webtraffic [28] #onlinemarketing,#seotips [28] #analytics,#marketing Top Word Pairs in Tweet in G6:
[22] #yourmustread,#influencerpromotion [20] #influencerpromotion,#topcasestudy [14] #promoedutech,#yourmustread [13] serve,humanity [13] humanity,cybersecurity [13] cybersecurity,#promoedutech [11] #topcasestudy,#cybersecurity [9] innovations,apps [9] apps,serve [9] #cybersecurity,#knowledge Top Word Pairs in Tweet in G7:
[407] #socialmediamarketing,#smm [405] #socialmedia,#socialmediamarketing [404] #oneofpoints,#socialmedia [325] social,media [92] #smm,social [91] media,marketing [43] #smm,snapchat [26] media,statistics [26] #smm,2019 [26] 2019,social Top Word Pairs in Tweet in G8:
[70] #rgb,#web [70] #web,#tech [67] #tech,#rgbwebtech [67] #rgbwebtech,#website [66] #website,#design [65] #online,#internet [63] #digital,#marketing [60] learn,more [56] #design,#development [56] #development,#digital Top Word Pairs in Tweet in G9:
[85] freelancers,hire [85] hire,registration [85] registration,co [85] #fiverr,#fiverrpro [85] #fiverrpro,#logo [85] #logo,#web [85] #web,#seo [85] #seo,#smm [84] #smm,#graphicdesign [84] #graphicdesign,#logotype Top Word Pairs in Tweet in G10:
[167] social,jukebox [85] social,media [72] #socialmedia,#smm [41] automate,social [35] using,social [35] jukebox,today [33] jukebox,automate [32] automate,today [30] today,#socialmedia [30] today,check Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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: