The graph represents a network of 2,637 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, 27 May 2022 at 19:28 UTC.
The requested start date was Friday, 27 May 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 10-day, 6-hour, 18-minute period from Monday, 16 May 2022 at 13:26 UTC to Thursday, 26 May 2022 at 19:44 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 : 2637
Unique Edges : 1616
Edges With Duplicates : 9383
Total Edges : 10999
Number of Edge Types : 5
Mentions : 1297
Tweet : 4398
Retweet : 2459
MentionsInRetweet : 2735
Replies to : 110
Self-Loops : 4626
Reciprocated Vertex Pair Ratio : 0.0339824360442917
Reciprocated Edge Ratio : 0.0657311669128508
Connected Components : 694
Single-Vertex Connected Components : 542
Maximum Vertices in a Connected Component : 1554
Maximum Edges in a Connected Component : 8514
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.624414
Graph Density : 0.000389576834391866
Modularity : 0.258223
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,637 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, 27 May 2022 at 19:28 UTC.
The requested start date was Friday, 27 May 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 10-day, 6-hour, 18-minute period from Monday, 16 May 2022 at 13:26 UTC to Thursday, 26 May 2022 at 19:44 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:
[1296] social,media [476] #socialmediamarketing,#smm [409] #socialmedia,#smm [392] #socialmedia,#socialmediamarketing [383] using,link [374] #seo,#smm [352] #smm,#socialmedia [336] media,marketing [305] #seo,#sem [303] #smm,#socialmediamarketing Top Word Pairs in Tweet in G1:
[293] social,media [123] #seo,#smm [100] digital,marketing [55] media,marketing [47] #smm,#socialmedia [40] #socialmediamarketing,#smm [38] #socialmedia,#smm [38] #smm,#socialmediamarketing [37] #digitalmarketing,#smm [36] products,services Top Word Pairs in Tweet in G2:
[374] using,link [279] social,media [259] 100,credits [242] 100,credit [242] credit,test [234] test,vultr [201] #socialmediamarketing,#smm [161] #socialmedia,#socialmediamarketing [157] cloud,hosting [141] #seo,#smm Top Word Pairs in Tweet in G3:
[109] #smo,#smm [108] gt,#marketing [108] #seo,#sem [107] #marketing,#optimisation [107] #optimisation,#analysis [107] #analysis,#seo [107] #sem,#smo [92] #smm,#socialmediamarketing [71] sej,gt [60] social,media Top Word Pairs in Tweet in G4:
[120] rgb,web [120] web,tech [118] #rgb,#web [118] #web,#tech [113] #tech,#rgbwebtech [112] #rgbwebtech,#website [103] #online,#internet [103] #internet,#seo [103] #seo,#sem [102] #website,#design Top Word Pairs in Tweet in G5:
[34] amazon,voucher [30] winner,announced [30] announced,reach [30] reach,250 [30] 250,followers [30] followers,help [30] help,reach [30] reach,announce [30] announce,amazon [29] dijitalbyte,winner Top Word Pairs in Tweet in G6:
[91] social,media [91] media,marketing [70] marketing,promotion [70] promotion,major [70] major,issue [70] issue,#crypto [70] #crypto,projects [70] projects,created [70] created,#addmefast [70] #addmefast,social Top Word Pairs in Tweet in G7:
[96] social,media [67] #socialmedia,#smm [49] digital,marketing [39] #smm,#socialmedia [30] 50,top [30] top,digital [30] marketing,tools [30] tools,today [30] today,#digitalmarketing [30] #digitalmarketing,#software Top Word Pairs in Tweet in G8:
[7] grazytgrazynatt,influencerprom1 [6] influencerprom1,ai_miami [6] ai_miami,peterleah18 [6] peterleah18,heroldbarton [6] heroldbarton,vipeurope5 [6] vipeurope5,pestochampion [6] pestochampion,srinualme [6] srinualme,_____yo_____yo [5] #promoedutech,#yourmustread [5] #yourmustread,#influencerpromotion Top Word Pairs in Tweet in G9:
[39] #ads,#promotion [33] #bestdigitalmarketing,#seo [29] #seo,#sem [29] #sem,#ppc [29] #ppc,#adwords [29] #adwords,#ads [29] #promotion,#googleads [29] #socialmediamarketing,#smo [29] #smo,#smm [29] #smm,#website Top Word Pairs in Tweet in G10:
[161] social,jukebox [138] #socialmedia,#smm [65] #smm,#socialmedia [53] social,media [40] today,#socialmedia [38] automate,social [37] jukebox,today [37] jukebox,automate [37] automate,today [36] today,check Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: