The graph represents a network of 4,752 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, 04 February 2022 at 21:03 UTC.
The requested start date was Friday, 04 February 2022 at 01:01 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 4-day, 17-hour, 51-minute period from Sunday, 30 January 2022 at 01:52 UTC to Thursday, 03 February 2022 at 19:43 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 : 4752
Unique Edges : 1043
Edges With Duplicates : 12139
Total Edges : 13182
Number of Edge Types : 5
Mentions : 665
Tweet : 2382
Retweet : 4851
MentionsInRetweet : 5254
Replies to : 30
Self-Loops : 2517
Reciprocated Vertex Pair Ratio : 0.00468336387701079
Reciprocated Edge Ratio : 0.0093230644507499
Connected Components : 460
Single-Vertex Connected Components : 353
Maximum Vertices in a Connected Component : 4094
Maximum Edges in a Connected Component : 11692
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.630815
Graph Density : 0.000218543393664421
Modularity : 0.325894
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,752 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, 04 February 2022 at 21:03 UTC.
The requested start date was Friday, 04 February 2022 at 01:01 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 4-day, 17-hour, 51-minute period from Sunday, 30 January 2022 at 01:52 UTC to Thursday, 03 February 2022 at 19:43 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:
[3108] 200,smm [3099] smart,monkey [3099] monkey,more [3099] more,monkeys [3099] monkeys,follow [3099] follow,tag [3099] tag,friends [3099] friends,100 [3099] 100,random [3099] random,addresses Top Word Pairs in Tweet in G1:
[3106] 200,smm [3097] smart,monkey [3097] monkey,more [3097] more,monkeys [3097] monkeys,follow [3097] follow,tag [3097] tag,friends [3097] friends,100 [3097] 100,random [3097] random,addresses Top Word Pairs in Tweet in G2:
[194] social,media [161] gt,gt [155] #seo,#smm [129] digital,marketing [129] #socialmediamarketing,#smm [128] #marketing,#smm [115] #smm,#socialmediamarketing [110] using,link [100] #smo,#smm [99] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G3:
[137] social,media [60] #seo,#smm [45] digital,marketing [41] media,marketing [31] #digitalmarketing,#smm [29] #smm,#socialmediamarketing [28] #smm,#socialmedia [23] #smm,#seo [22] #smm,#contentmarketing [19] #smm,#marketing Top Word Pairs in Tweet in G4:
[52] #socialmedia,#smm [46] social,networks [46] networks,dumb [45] interactions,social [45] dumb,#socialmedia [45] #smm,muz4now [16] social,media [14] #smm,#socialmediamarketing [12] #socialmediamarketing,#digitalmarketing [10] #digitalmarketing,#digitalmarketingtips Top Word Pairs in Tweet in G5:
[14] #influencerpromotion,#topcasestudy [13] #yourmustread,#influencerpromotion [11] grazytgrazynatt,influencerprom1 [9] #topcasestudy,#cybersecurity [8] influencerprom1,ai_miami [8] ai_miami,peterleah18 [8] peterleah18,heroldbarton [8] heroldbarton,vipeurope5 [8] vipeurope5,pestochampion [8] pestochampion,srinualme Top Word Pairs in Tweet in G6:
[102] social,jukebox [66] #socialmedia,#smm [56] social,media [34] #smm,#socialmedia [29] jukebox,automate [29] automate,today [27] today,check [27] media,management [27] management,day [27] day,package Top Word Pairs in Tweet in G7:
[48] social,media [15] #smm,#socialmediamarketing [15] prospective,customers [15] customers,seeking [15] products,services [15] services,advice [15] advice,twitter [15] twitter,#leadgen [15] #leadgen,#leadgeneration [15] #leadgeneration,#smm Top Word Pairs in Tweet in G8:
[11] brain,#smm [6] melishughes,neuromarketing [6] neuromarketing,work [6] work,dining [6] dining,experience [6] experience,#smm [6] suffered,more [6] more,one [6] one,depressive [6] depressive,episode Top Word Pairs in Tweet in G9:
[7] tagging,vs [7] vs,tagging [7] tagging,hard [7] hard,figure [7] figure,#linkedin [7] heard,big [7] big,news [7] teamed,hootsuite [7] hootsuite,make [7] make,#socialmediamarketing Top Word Pairs in Tweet in G10:
[3] dinisguarda,themisterfavor [3] themisterfavor,mikequindazzi [3] mikequindazzi,spirosmargaris [3] spirosmargaris,strategyfintech [3] strategyfintech,pierrepinna [3] pierrepinna,brettking [3] brettking,socialfave [2] mirelaxhota,dinisguarda [2] socialfave,jimmarou Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
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: