The graph represents a network of 1,997 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, 16 December 2022 at 20:25 UTC.
The requested start date was Friday, 16 December 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 7-day, 4-hour, 32-minute period from Thursday, 08 December 2022 at 20:28 UTC to Friday, 16 December 2022 at 01:01 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 : 1997
Unique Edges : 1077
Edges With Duplicates : 11928
Total Edges : 13005
Number of Edge Types : 5
Tweet : 2438
MentionsInRetweet : 3276
Mentions : 3775
Retweet : 3476
Replies to : 40
Self-Loops : 3818
Reciprocated Vertex Pair Ratio : 0.0330237358101135
Reciprocated Edge Ratio : 0.0639360639360639
Connected Components : 561
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 1073
Maximum Edges in a Connected Component : 10317
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.305732
Graph Density : 0.000502256390597921
Modularity : 0.15934
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,997 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, 16 December 2022 at 20:25 UTC.
The requested start date was Friday, 16 December 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 7-day, 4-hour, 32-minute period from Thursday, 08 December 2022 at 20:28 UTC to Friday, 16 December 2022 at 01:01 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:
[3229] #healthtech,#smartcity [3229] #csuite,#digitalhealth [3229] #datascientist,#csuite [3224] #smartcity,#datascientist [3218] #web3,#cx [3217] #digitalhealth,#web3 [3207] #cx,#ehealth [3195] #ehealth,#finserv [2932] #finserv,#cloud [1992] chidambara09,#healthtech Top Word Pairs in Tweet in G1:
[301] social,media [115] #seo,#smm [97] digital,marketing [96] #socialmediamarketing,#smm [78] media,marketing [52] #smm,#socialmedia [49] #smm,#seo [43] #digitalmarketing,#seo [39] #digitalmarketing,#smm [39] #smm,#digitalmarketing Top Word Pairs in Tweet in G2:
[69] #smm,#socialmedia [67] #twitter,#smm [64] #ff,#twitter [38] #marketing,#digitalmarketing [37] #socialmedia,#marketing [36] #socialmedia,#smm [32] #devops,#webdev [32] eli_krumova,#ff [28] #digitalmarketing,#devops [26] #webdev,#datascience Top Word Pairs in Tweet in G3:
[3207] #datascientist,#csuite [3207] #healthtech,#smartcity [3207] #csuite,#digitalhealth [3202] #smartcity,#datascientist [3196] #web3,#cx [3195] #digitalhealth,#web3 [3187] #cx,#ehealth [3175] #ehealth,#finserv [2913] #finserv,#cloud [1970] chidambara09,#healthtech Top Word Pairs in Tweet in G4:
[91] mwen,menm [91] selon,mwen [86] menm,#122222 [86] #122222,#smm [84] bigjimrockfam,selon [18] refè,sifas [18] sou,pwojè [18] pral,refè [18] sifas,sou [18] #smm,#bigjim Top Word Pairs in Tweet in G5:
[88] #saintmeghanmarkle,#smm [37] smm_mod,part [27] #smm,#harryandmeghanonnetflix [25] netflix,documentary [24] grab,tea [24] come,#saintmeghanmarkle [24] loves,trilogy [24] trilogy,grab [24] tea,come [23] smm_mod,loves Top Word Pairs in Tweet in G6:
[13] #influencerpromotion,#topcasestudy [12] grazytgrazynatt,influencerprom1 [11] #promoedutech,#yourmustread [11] #yourmustread,#influencerpromotion [10] serve,humanity [10] humanity,cybersecurity [10] cybersecurity,#promoedutech [9] peterleah18,heroldbarton [9] pestochampion,srinualme [9] influencerprom1,ai_miami Top Word Pairs in Tweet in G7:
[25] social,media [22] #socialmedia,#smm [20] #smm,#socialmedia [9] #socialmedia,marketing [8] talk,show [8] daily,mdcwave [8] read,subscribe [8] ckroks,fuhsionmktg [8] media,marketing [8] marketing,talk Top Word Pairs in Tweet in G8:
[79] #socialmediamarketing,#smm [68] gt,gt [58] social,media [48] #marketing,#smm [47] #smm,#digitalmarketing [40] #business,#entrepreneur [39] #entrepreneur,#marketing [39] #smm,#startup [24] #digitalmarketing,#smm [23] media,marketing Top Word Pairs in Tweet in G9:
[51] link,300k [51] shopify,store [51] store,amazon [51] amazon,link [51] products,shopify [51] 300k,monthly [51] program,products [51] promote,affiliate [51] affiliate,program [50] atoyebikayode,promote Top Word Pairs in Tweet in G10:
[123] social,jukebox [81] social,media [67] #socialmedia,#smm [29] using,social [28] jukebox,automate [28] automate,social [26] automate,today [26] today,check [25] check,#socialmedia [25] signs,using Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: