The graph represents a network of 2,921 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, 28 May 2021 at 20:02 UTC.
The requested start date was Friday, 28 May 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 8-day, 4-hour, 22-minute period from Wednesday, 19 May 2021 at 15:18 UTC to Thursday, 27 May 2021 at 19:40 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 : 2921
Unique Edges : 2319
Edges With Duplicates : 9259
Total Edges : 11578
Number of Edge Types : 5
Tweet : 3625
Retweet : 2777
MentionsInRetweet : 2998
Replies to : 89
Mentions : 2089
Self-Loops : 3922
Reciprocated Vertex Pair Ratio : 0.02313769751693
Reciprocated Edge Ratio : 0.0452289023717595
Connected Components : 645
Single-Vertex Connected Components : 490
Maximum Vertices in a Connected Component : 1970
Maximum Edges in a Connected Component : 9463
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.762897
Graph Density : 0.000425121815103666
Modularity : 0.30985
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,921 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, 28 May 2021 at 20:02 UTC.
The requested start date was Friday, 28 May 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 8-day, 4-hour, 22-minute period from Wednesday, 19 May 2021 at 15:18 UTC to Thursday, 27 May 2021 at 19:40 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:
[1390] social,media [498] #socialmediamarketing,#smm [482] #seo,#smm [456] #socialmedia,#smm [379] #socialmedia,#socialmediamarketing [373] media,marketing [340] #smm,#socialmedia [305] #seo,#sem [300] #sem,#smm [258] #digitalmarketing,#smm Top Word Pairs in Tweet in G1:
[250] social,media [69] #seo,#smm [59] #smm,#socialmedia [57] media,marketing [39] digital,marketing [38] #socialmedia,#smm [38] #socialmediamarketing,#smm [33] #smm,#socialmediamarketing [33] #digitalmarketing,#smm [28] #smo,#smm Top Word Pairs in Tweet in G2:
[323] #socialmediamarketing,#smm [316] #socialmedia,#socialmediamarketing [308] social,media [205] #marketing,#contentmarketing [193] #contentmarketing,#inboundmarketing [187] #inboundmarketing,#blog [182] #blog,#mktg [163] #mktg,#socialmedia [152] #oneofpoints,#socialmedia [151] #seo,#smm Top Word Pairs in Tweet in G3:
[248] social,media [69] ademolaabimbola,mauconline [59] #socialmedia,#smm [59] overheard,ep [59] marketing,talk [59] talk,show [58] #socialmedia,marketing [58] show,#socialchatter [55] #smm,#socialmedia [51] socialchefs,ckroks Top Word Pairs in Tweet in G4:
[141] #seo,#smm [106] social,media [106] 750,website [106] website,design [106] design,development [106] development,#seo [106] #smm,#ppc [106] #ppc,#wordpress [106] #wordpress,#sem [106] #sem,#startup Top Word Pairs in Tweet in G5:
[37] #adtech,#advertising [33] #advertising,#datamining [33] #datamining,#app [27] #marketing,#smm [26] #app,#apps [24] social,media [21] #socialmedia,#smm [17] #apps,#mobile [15] #smm,#sales [15] #podcast,#strategytalks Top Word Pairs in Tweet in G6:
[151] #sem,#smm [151] #smm,#follow [151] #follow,#bazar [150] #bazar,#riogle [150] #riogle,#diogle [146] #diogle,#giogle [138] #giogle,#piogle [134] #seo,#sem [124] #piogle,#marketing [74] following,whoever Top Word Pairs in Tweet in G7:
[39] #yourmustread,#influencerpromotion [31] #influencerpromotion,#topcasestudy [26] serve,humanity [26] humanity,cybersecurity [26] cybersecurity,#promoedutech [26] #promoedutech,#yourmustread [16] innovations,apps [16] apps,serve [14] influencerprom1,innovations [14] #topcasestudy,# Top Word Pairs in Tweet in G8:
[61] social,media [57] media,marketing [56] benefits,smm [56] smm,audience [56] audience,targeting [56] targeting,provides [56] provides,direct [56] direct,access [56] access,customers [56] customers,easy Top Word Pairs in Tweet in G9:
[69] #smm,#socialmedia [54] smexaminer,#smm [44] social,media [23] article,ll [22] #digitalmarketing,#contentmarketing [17] sproutsocial,#smm [17] facebook,ads [17] #seo,#smm [17] contact,today [16] #contentmarketing,#smm Top Word Pairs in Tweet in G10:
[15] #socialmedia,#smm [12] social,media [11] #marketing,#seo [10] words,win [10] win,customer [10] customer,mind [10] mind,heart [10] heart,share [10] share,many [10] many,using 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 G7:
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: