The graph represents a network of 2,722 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, 29 July 2022 at 19:30 UTC.
The requested start date was Friday, 29 July 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 12-day, 2-hour, 41-minute period from Saturday, 16 July 2022 at 17:03 UTC to Thursday, 28 July 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 : 2722
Unique Edges : 1543
Edges With Duplicates : 9810
Total Edges : 11353
Number of Edge Types : 5
Tweet : 4280
Mentions : 1228
Retweet : 2708
MentionsInRetweet : 3043
Replies to : 94
Self-Loops : 4602
Reciprocated Vertex Pair Ratio : 0.0225563909774436
Reciprocated Edge Ratio : 0.0441176470588235
Connected Components : 712
Single-Vertex Connected Components : 544
Maximum Vertices in a Connected Component : 1648
Maximum Edges in a Connected Component : 9075
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.852032
Graph Density : 0.000367241913319567
Modularity : 0.255673
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,722 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, 29 July 2022 at 19:30 UTC.
The requested start date was Friday, 29 July 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 12-day, 2-hour, 41-minute period from Saturday, 16 July 2022 at 17:03 UTC to Thursday, 28 July 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:
[1432] social,media [482] #seo,#smm [459] #socialmedia,#smm [377] digital,marketing [355] #socialmedia,#socialmediamarketing [328] media,marketing [326] #socialmediamarketing,#smm [299] gt,gt [296] #smm,#socialmedia [257] #contentmarketing,#smm Top Word Pairs in Tweet in G1:
[275] social,media [83] digital,marketing [82] #seo,#smm [65] media,marketing [59] #socialmediamarketing,#smm [51] #smm,#socialmediamarketing [46] #digitalmarketing,#smm [39] products,services [39] #leadgeneration,#smm [37] #smm,#seo Top Word Pairs in Tweet in G2:
[187] social,media [186] media,manager [186] manager,build [185] xklusive_media,social Top Word Pairs in Tweet in G3:
[192] #socialmedia,#socialmediamarketing [187] #seo,#smm [180] #digitalmarketing,#contentmarketing [178] #socialmediamarketing,#digitalmarketing [174] #smm,#ecommerce [174] #ecommerce,#marketing [174] #marketing,#influencermarketing [174] #website,#webmarketing [166] #contentmarketing,#seo [162] #influencermarketing,#freelancer Top Word Pairs in Tweet in G4:
[100] social,media [68] promo,video [68] video,24 [68] 24,hours [63] #smm,#eventpromo [62] #gif,#smm [62] #eventpromo,#productpromo [57] dynamic,promo [55] hours,#fiverr [43] #bookpromo,#gif Top Word Pairs in Tweet in G5:
[43] #digital,#marketing [40] rgb,web [40] web,tech [39] #online,#internet [39] #internet,#seo [39] #seo,#sem [38] #rgb,#web [38] #web,#tech [38] #tech,#rgbwebtech [37] #socialmedia,#smm Top Word Pairs in Tweet in G6:
[44] #blockchains,#socialmedia [44] #socialmedia,#smm [31] #smm,#iotsecurity [25] good,morning [25] morning,people [25] people,welcome [22] #business,using [22] using,#artificialintelligence [22] #startups,#seo [22] #seo,#ai Top Word Pairs in Tweet in G7:
[18] #smm,#socialmedia [17] #socialmedia,#smm [15] social,media [10] #socialmediamarketing,#smm [10] smexaminer,#smm [10] #socialmedia,marketing [9] sproutsocial,#smm [8] buffer,#socialmediamarketing [8] find,relevant [8] talk,show Top Word Pairs in Tweet in G8:
[32] #influencerpromotion,#topcasestudy [21] #promoedutech,#influencerpromotion [19] #yourmustread,#influencerpromotion [13] #promoedutech,#yourmustread [13] #topcasestudy,#yourmustread [13] #yourmustread,#cybersecurity [13] grazytgrazynatt,influencerprom1 [12] serve,humanity [12] humanity,cybersecurity [12] cybersecurity,#promoedutech Top Word Pairs in Tweet in G9:
[105] social,media [43] come,creare [43] creare,nome [43] nome,utente [43] utente,sui [43] sui,social [43] media,attenzione [43] attenzione,non [43] non,perderti [43] perderti,questi Top Word Pairs in Tweet in G10:
[127] gt,gt [91] #socialmediamarketing,#smm [86] #bigdata,#blog [84] #blog,#emailmarketing [81] #emailmarketing,#inboundmarketing [81] #inboundmarketing,#smm [79] #smm,#sme [76] #sme,#analytics [71] #analytics,#seo [71] #seo,#entrepreneur Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: