The graph represents a network of 2,422 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, 17 September 2021 at 20:05 UTC.
The requested start date was Friday, 17 September 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, 8-hour, 22-minute period from Wednesday, 08 September 2021 at 15:37 UTC to Friday, 17 September 2021 at 00:00 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 : 2422
Unique Edges : 1291
Edges With Duplicates : 10210
Total Edges : 11501
Number of Edge Types : 5
Retweet : 2973
Tweet : 4150
MentionsInRetweet : 3359
Mentions : 962
Replies to : 57
Self-Loops : 4400
Reciprocated Vertex Pair Ratio : 0.0183658170914543
Reciprocated Edge Ratio : 0.0360691939639308
Connected Components : 557
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 1556
Maximum Edges in a Connected Component : 9580
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.438244
Graph Density : 0.000463362315222126
Modularity : 0.24311
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,422 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, 17 September 2021 at 20:05 UTC.
The requested start date was Friday, 17 September 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, 8-hour, 22-minute period from Wednesday, 08 September 2021 at 15:37 UTC to Friday, 17 September 2021 at 00:00 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:
[1279] social,media [828] #socialmediamarketing,#smm [522] #socialmedia,#socialmediamarketing [445] #website,#design [435] #rgb,#web [435] #web,#tech [435] #tech,#rgbwebtech [435] #rgbwebtech,#website [429] #sem,#smm [415] #socialmedia,#smm Top Word Pairs in Tweet in G1:
[198] social,media [68] #seo,#smm [48] media,marketing [42] #socialmedia,#smm [36] #smm,#socialmediamarketing [35] digital,marketing [32] #sem,#smm [31] #smm,#socialmedia [29] #socialmediamarketing,#smm [27] #smm,#sem Top Word Pairs in Tweet in G2:
[411] #website,#design [401] #rgb,#web [401] #web,#tech [401] #tech,#rgbwebtech [401] #rgbwebtech,#website [382] #design,#development [335] #development,#digital [334] #socialmediamarketing,#smm [300] #smm,#digitalmarketing [292] #sem,#smm Top Word Pairs in Tweet in G3:
[181] more,information [181] information,#smm [181] #smm,#design [181] #design,#videomaking [181] #videomaking,#nft [181] #nft,#cryptocurrency [181] #cryptocurrency,#ethereum [181] #ethereum,#bitcoin [177] nicelodium,more [2] nikolay,sadonin Top Word Pairs in Tweet in G4:
[80] social,media [72] #smm,#socialmediamarketing [68] #seo,#sem [65] gt,#marketing [64] #marketing,#optimisation [64] #optimisation,#analysis [64] #analysis,#seo [64] #sem,#smo [64] #smo,#smm [48] sej,gt Top Word Pairs in Tweet in G5:
[90] #smm,#socialmedia [47] #yourmustread,#influencerpromotion [44] #socialmedia,#smm [42] #influencerpromotion,#topcasestudy [41] grazytgrazynatt,influencerprom1 [30] #promoedutech,#yourmustread [29] serve,humanity [29] humanity,cybersecurity [29] cybersecurity,#promoedutech [23] influencerprom1,ai_miami Top Word Pairs in Tweet in G6:
[133] social,media [121] finding,difficult [118] _xklusivemedia,finding [77] difficult,make [77] make,sales [77] sales,paying [77] paying,clients [77] clients,social [76] media,busy [76] busy,works Top Word Pairs in Tweet in G7:
[147] social,media [75] #socialmedia,#smm [57] #marketing,#smm [56] #business,#marketing [35] #smm,#socialmediamarketing [33] media,marketing [26] #smm,#socialmedia [24] #socialmediamarketing,#digitalmarketing [18] ramontonnaer,facebook [16] #contentmarketing,#smm Top Word Pairs in Tweet in G8:
[43] social,media [20] #socialmediamarketing,video [17] #smm,#marketing [16] #marketing,video [12] #socialmedia,#smm [11] #influencermarketing,#brandambassadors [11] #brandambassadors,#smm [11] #smm,#digitalmarketing [11] #marketing,#smm [10] media,marketing Top Word Pairs in Tweet in G9:
[63] #marketing,#contentmarketing [60] #contentmarketing,#inboundmarketing [55] #inboundmarketing,#blog [53] #blog,#mktg [48] #smm,#growthhacking [48] #mktg,#socialmedia [42] #socialmedia,#socialmediamarketing [42] #socialmediamarketing,#smm [40] #growthhacking,#website [33] social,media Top Word Pairs in Tweet in G10:
[397] #socialmedia,#socialmediamarketing [396] #socialmediamarketing,#smm [395] #oneofpoints,#socialmedia [234] social,media [82] #smm,social [60] #socialmedia,#smm [54] media,marketing [45] #smm,snapchat [26] need,know [25] #smm,15 Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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: