The graph represents a network of 2,825 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, 09 September 2022 at 19:26 UTC.
The requested start date was Friday, 09 September 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 13-day, 2-hour, 46-minute period from Friday, 26 August 2022 at 16:50 UTC to Thursday, 08 September 2022 at 19:37 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 : 2825
Unique Edges : 1793
Edges With Duplicates : 10422
Total Edges : 12215
Number of Edge Types : 5
Tweet : 4124
Mentions : 2064
Retweet : 2562
MentionsInRetweet : 3410
Replies to : 55
Self-Loops : 4456
Reciprocated Vertex Pair Ratio : 0.0307589434971581
Reciprocated Edge Ratio : 0.0596821277975997
Connected Components : 862
Single-Vertex Connected Components : 649
Maximum Vertices in a Connected Component : 1464
Maximum Edges in a Connected Component : 8763
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.101851
Graph Density : 0.000386447391511444
Modularity : 0.261374
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,825 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, 09 September 2022 at 19:26 UTC.
The requested start date was Friday, 09 September 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 13-day, 2-hour, 46-minute period from Friday, 26 August 2022 at 16:50 UTC to Thursday, 08 September 2022 at 19:37 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:
[1135] social,media [478] #seo,#smm [475] #socialmedia,#smm [410] #socialmedia,#socialmediamarketing [380] #socialmediamarketing,#smm [355] media,marketing [301] #smm,#socialmedia [297] gt,gt [291] #marketing,#smm [286] digital,marketing Top Word Pairs in Tweet in G1:
[314] social,media [100] media,marketing [90] digital,marketing [89] #seo,#smm [65] #marketing,#smm [60] #socialmediamarketing,#smm [59] #smm,#seo [52] #digitalmarketing,#smm [47] products,services [44] #smm,#socialmedia Top Word Pairs in Tweet in G2:
[131] snapchat,hack [131] hack,hacking [131] hacking,#websites [131] #websites,wish [131] wish,knew [131] knew,earlier [131] #datascience,#machinelearning [124] earlier,beingovee [124] beingovee,#datascience [116] #machinelearning,#analytics Top Word Pairs in Tweet in G3:
[60] social,media [34] #smm,#socialmedia [22] media,marketing [20] #socialmediamarketing,#smm [19] #smm,#socialmediamarketing [18] grow,business [15] #socialmedia,#smm [14] #smm,#marketing [13] smexaminer,#smm [13] #smm,#contentmarketing Top Word Pairs in Tweet in G4:
[265] #socialmedia,#socialmediamarketing [263] #seo,#smm [256] #socialmediamarketing,#digitalmarketing [243] #digitalmarketing,#contentmarketing [234] #smm,#ecommerce [234] #ecommerce,#marketing [234] #marketing,#influencermarketing [220] #contentmarketing,#seo [219] #influencermarketing,#freelancer [219] #webmarketing,#usatopreview Top Word Pairs in Tweet in G5:
[108] #marketing,#optimisation [107] #optimisation,#webanalytics [107] #webanalytics,#seo [107] #seo,#sem [107] #sem,#smo [107] #smo,#smm [45] #smm,#socialmediamarketing [27] started,contact [27] contact,prosfic [25] prosfic,91 Top Word Pairs in Tweet in G6:
[18] good,morning [18] people,welcome [17] mialis79,melishughes [16] check,gig [16] gig,fiverr [16] fiverr,promote [16] promote,manage [16] manage,grow [16] grow,instagram [16] instagram,organically Top Word Pairs in Tweet in G7:
[156] social,media [48] media,marketing [41] #smm,#socialmedia [32] social,jukebox [28] digital,marketing [26] #smm,#socialmediamarketing [23] help,business [19] #smm,#digitalmarketing [17] automate,social [16] business,#smm Top Word Pairs in Tweet in G8:
[250] #mohammadkhan,#bigdata [247] #bigdata,#blog [244] #blog,#emailmarketing [234] #emailmarketing,#inboundmarketing [234] #inboundmarketing,#smm [233] #smm,#sme [231] #sme,#analytics [230] #analytics,#seo [225] #seo,#entrepreneur [218] #entrepreneur,#startup Top Word Pairs in Tweet in G9:
[35] #influencerpromotion,#topcasestudy [23] #yourmustread,#influencerpromotion [20] heroldbarton,vipeurope5 [20] vipeurope5,pestochampion [20] pestochampion,srinualme [20] srinualme,_____yo_____yo [18] peterleah18,heroldbarton [18] #promoedutech,#yourmustread [18] #promoedutech,#influencerpromotion [18] #topcasestudy,#yourmustread Top Word Pairs in Tweet in G10:
[73] social,media [73] media,marketing [72] marketing,promotion [72] promotion,major [72] major,issue [72] issue,#crypto [72] #crypto,projects [72] projects,created [72] created,#addmefast [72] #addmefast,social Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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: