The graph represents a network of 3,200 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, 02 April 2021 at 20:07 UTC.
The requested start date was Friday, 02 April 2021 at 00:01 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, 17-hour, 57-minute period from Thursday, 25 March 2021 at 03:05 UTC to Thursday, 01 April 2021 at 21:03 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 : 3200
Unique Edges : 2869
Edges With Duplicates : 9577
Total Edges : 12446
Number of Edge Types : 5
Tweet : 3510
Retweet : 2851
MentionsInRetweet : 3584
Mentions : 2427
Replies to : 74
Self-Loops : 3793
Reciprocated Vertex Pair Ratio : 0.0303900454654224
Reciprocated Edge Ratio : 0.0589874593590339
Connected Components : 683
Single-Vertex Connected Components : 500
Maximum Vertices in a Connected Component : 2131
Maximum Edges in a Connected Component : 10031
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.538014
Graph Density : 0.000420639262269459
Modularity : 0.336074
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 3,200 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, 02 April 2021 at 20:07 UTC.
The requested start date was Friday, 02 April 2021 at 00:01 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, 17-hour, 57-minute period from Thursday, 25 March 2021 at 03:05 UTC to Thursday, 01 April 2021 at 21:03 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:
[1515] social,media [444] #socialmedia,#smm [440] #seo,#smm [378] #smm,#socialmedia [376] media,marketing [349] #socialmediamarketing,#smm [322] #smm,#socialmediamarketing [288] #sem,#smm [260] digital,marketing [245] #seo,#sem Top Word Pairs in Tweet in G1:
[238] social,media [87] #seo,#smm [79] #sem,#smm [71] #smm,#socialmedia [69] media,marketing [61] gt,gt [60] gt,#seo [59] #seo,#seonews [59] #seonews,#searchengineoptimization [59] #searchengineoptimization,#sem Top Word Pairs in Tweet in G2:
[264] social,media [240] #seo,#smm [199] using,link [199] #socialmediamarketing,#smm [194] #smm,#socialmediamarketing [193] #marketing,#contentmarketing [171] #contentmarketing,#inboundmarketing [170] #inboundmarketing,#blog [167] #socialmedia,#socialmediamarketing [167] #blog,#mktg Top Word Pairs in Tweet in G3:
[231] social,media [72] talk,show [71] overheard,ep [71] ckroks,fuhsionmktg [70] marketing,talk [69] show,#socialchatter [65] media,marketing [60] #socialmedia,marketing [60] #socialchatter,socialchefs [60] socialchefs,ckroks Top Word Pairs in Tweet in G4:
[162] social,media [89] #smm,#socialmedia [82] #socialmedia,#marketing [46] media,marketing [35] #socialmedia,#smm [28] digital,ad [27] ad,spend [26] tips,improve [26] improve,digital [26] spend,#ppc Top Word Pairs in Tweet in G5:
[155] #sem,#smm [155] #smm,#follow [155] #follow,#bazar [155] #bazar,#riogle [154] #riogle,#diogle [143] #seo,#sem [71] rajmarket_raj,#seo [19] likes,retweets [18] rajmarket_raj,rajmarket_raj [15] expert,professional Top Word Pairs in Tweet in G6:
[17] #socialmedia,#marketing [16] social,media [15] make,sure [15] lead,generation [14] 10,ways [14] ways,make [14] sure,company [14] company,date [14] date,#marketing [14] #marketing,digital Top Word Pairs in Tweet in G7:
[60] social,media [26] digital,marketing [23] #smm,#socialmedia [20] #smm,#socialmediamarketing [15] #socialmedia,#smm [14] sproutsocial,#smm [11] media,marketing [10] smexaminer,#smm [9] type,#influencer [9] #influencer,right Top Word Pairs in Tweet in G8:
[121] social,media [53] finding,difficult [53] difficult,make [53] make,sales [53] sales,paying [53] paying,clients [53] clients,social [53] media,busy [53] busy,works [52] xklusivemedia_,finding Top Word Pairs in Tweet in G9:
[29] #yourmustread,#influencerpromotion [29] #influencerpromotion,#topcasestudy [19] #promoedutech,#yourmustread [18] serve,humanity [18] humanity,cybersecurity [18] cybersecurity,#promoedutech [14] #topcasestudy,#cybersecurity [14] innovations,apps [14] apps,serve [13] grazytgrazynatt,influencerprom1 Top Word Pairs in Tweet in G10:
[47] #seo,#smm [32] social,media [31] #twitter,#instagram [31] #instagram,#facebook [31] #facebook,#socialmedia [31] #socialmedia,#seo [17] digital,marketing [17] join,gt [14] #smm,#digitalmarketing [14] #smm,#marketing Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: