The graph represents a network of 3,143 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, 03 June 2022 at 19:29 UTC.
The requested start date was Friday, 03 June 2022 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 9-day, 5-hour, 42-minute period from Tuesday, 24 May 2022 at 14:00 UTC to Thursday, 02 June 2022 at 19:42 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 : 3143
Unique Edges : 1631
Edges With Duplicates : 10133
Total Edges : 11764
Number of Edge Types : 5
Tweet : 3868
Retweet : 3000
MentionsInRetweet : 3366
Mentions : 1260
Replies to : 270
Self-Loops : 4118
Reciprocated Vertex Pair Ratio : 0.0180759803921569
Reciprocated Edge Ratio : 0.0355100812518808
Connected Components : 646
Single-Vertex Connected Components : 507
Maximum Vertices in a Connected Component : 1446
Maximum Edges in a Connected Component : 7611
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.714843
Graph Density : 0.000336495902000404
Modularity : 0.291489
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,143 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, 03 June 2022 at 19:29 UTC.
The requested start date was Friday, 03 June 2022 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 9-day, 5-hour, 42-minute period from Tuesday, 24 May 2022 at 14:00 UTC to Thursday, 02 June 2022 at 19:42 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:
[1079] social,media [843] #smm,#bnb [842] #bnb,#bnbchain [842] #bnbchain,#bnbgem [842] #bnbgem,#cryptocurrencies [842] #cryptocurrencies,#addmefast [842] #addmefast,#amftoken [842] #amftoken,#p2p [839] tokenamf,#smm [336] #socialmediamarketing,#smm Top Word Pairs in Tweet in G1:
[843] #smm,#bnb [842] #bnb,#bnbchain [842] #bnbchain,#bnbgem [842] #bnbgem,#cryptocurrencies [842] #cryptocurrencies,#addmefast [842] #addmefast,#amftoken [842] #amftoken,#p2p [839] tokenamf,#smm [78] social,media [78] media,marketing Top Word Pairs in Tweet in G2:
[235] social,media [85] #seo,#smm [81] digital,marketing [55] media,marketing [53] #smm,#socialmedia [53] #socialmediamarketing,#smm [43] #smm,#socialmediamarketing [40] #digitalmarketing,#seo [35] #digitalmarketing,#smm [30] #smo,#smm Top Word Pairs in Tweet in G3:
[226] social,media [167] #seo,#smm [158] #socialmediamarketing,#smm [151] #smo,#smm [147] #seo,#sem [142] #smm,#socialmediamarketing [124] gt,gt [119] #socialmedia,#socialmediamarketing [115] #smm,#digitalmarketing [100] #digitalmarketing,#smm Top Word Pairs in Tweet in G4:
[217] #socialmedia,#marketing [209] pleasure,conversing [209] conversing,joe [209] joe,pulizzi [209] pulizzi,guru [209] guru,#contentmarketing [209] #contentmarketing,latest [208] latest,#contentmarketing [208] #contentmarketing,trends [207] trends,watch Top Word Pairs in Tweet in G5:
[42] winner,announced [42] announced,reach [42] reach,250 [42] 250,followers [42] followers,help [42] help,reach [42] reach,announce [42] announce,amazon [42] amazon,voucher [41] dijitalbyte,winner Top Word Pairs in Tweet in G6:
[43] read,more [33] #smm,#iotsecurity [32] #socialmedia,#smm [29] #iotsecurity,#startups [28] grazytgrazynatt,influencerprom1 [26] #startups,#seo [26] #seo,#ai [26] #ai,#ml [26] #ml,#business [26] #influencerpromotion,#topcasestudy Top Word Pairs in Tweet in G7:
[71] #spdc,#smm [70] #smm,#tweetuk [65] #silver,#plated [65] #tweetuk,#ukgifthour [63] jwa_2016,#silver [56] #smm,#socialmedia [42] #plated,#expandable [42] #expandable,#heart [42] #heart,#charm [42] #charm,#bangle Top Word Pairs in Tweet in G8:
[137] #seoagency,#seoexpert [137] #seoexpert,#linkbuilding [136] #contentmarketing,#smm [135] #linkbuilding,#seoservice [135] #seoservice,#backlink [135] #backlink,#backlinks [135] #backlinks,#seomarketing [135] #seomarketing,#seotools [135] #seotools,#contentmarketing [135] #smm,#sem Top Word Pairs in Tweet in G9:
[71] social,media [21] #smm,#socialmedia [15] media,marketing [14] #instagram,#smm [11] jeffbullas,10 [10] #contentmarketing,#smm [8] instagram,marketing [8] #smm,#marketingtips [7] #facebook,#smm [7] 10,ways Top Word Pairs in Tweet in G10:
[111] rgb,web [111] web,tech [108] #rgb,#web [108] #web,#tech [106] #tech,#rgbwebtech [102] #rgbwebtech,#website [102] #internet,#seo [102] #seo,#sem [101] #online,#internet [98] #digital,#marketing 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 G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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: