The graph represents a network of 3,147 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, 06 November 2020 at 21:29 UTC.
The requested start date was Friday, 06 November 2020 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 6-day, 16-hour, 49-minute period from Friday, 30 October 2020 at 07:00 UTC to Thursday, 05 November 2020 at 23:50 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 : 3147
Unique Edges : 2593
Edges With Duplicates : 9572
Total Edges : 12165
Number of Edge Types : 5
Tweet : 3697
Retweet : 2599
MentionsInRetweet : 3574
Mentions : 2109
Replies to : 186
Self-Loops : 3861
Reciprocated Vertex Pair Ratio : 0.0188885847248837
Reciprocated Edge Ratio : 0.0370768404083826
Connected Components : 743
Single-Vertex Connected Components : 558
Maximum Vertices in a Connected Component : 2059
Maximum Edges in a Connected Component : 10038
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.070714
Graph Density : 0.000375942051997169
Modularity : 0.30658
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,147 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, 06 November 2020 at 21:29 UTC.
The requested start date was Friday, 06 November 2020 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 6-day, 16-hour, 49-minute period from Friday, 30 October 2020 at 07:00 UTC to Thursday, 05 November 2020 at 23:50 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:
[1439] social,media [649] #socialmedia,#smm [469] #smm,#socialmedia [412] #seo,#smm [410] media,marketing [347] #socialmediamarketing,#smm [275] #socialmedia,#socialmediamarketing [274] #marketing,#contentmarketing [238] #smm,#socialmediamarketing [227] #contentmarketing,#inboundmarketing Top Word Pairs in Tweet in G1:
[219] social,media [79] #seo,#smm [71] #smm,#digitalmarketing [59] #socialmediamarketing,#socialmedia [56] #smm,#socialmedia [53] #socialmediamarketing,#smm [51] #smm,#socialmediamarketing [49] media,marketing [49] #smm,#seo [49] #digitalmarketing,#marketing Top Word Pairs in Tweet in G2:
[280] social,media [57] #socialmedia,#smm [48] media,marketing [43] #smm,#socialmedia [19] marketing,strategy [18] influencermh,#smm [18] mrsocialselling,#smm [18] learn,more [18] 20,different [17] #contentmarketing,#smm Top Word Pairs in Tweet in G3:
[93] #smm,#socialmedia [81] social,media [80] #smm,#socialmediamarketing [65] #setmefree,#smm [62] #seo,#smm [57] #smm,#snowden [54] digital,marketing [53] #digitalmarketing,#smm [52] #digitalmarketing,#onlinemarketing [52] #digitalmarketing,#seo Top Word Pairs in Tweet in G4:
[153] #smm,#socialmediamanager [152] social,media [152] media,marketing [151] promote,business [151] business,take [151] take,help [151] help,social [151] marketing,business [151] business,globally [151] globally,click Top Word Pairs in Tweet in G5:
[254] #socialmedia,#smm [232] #marketing,#contentmarketing [218] #contentmarketing,#inboundmarketing [213] #inboundmarketing,#blog [203] #blog,#mktg [182] #mktg,#socialmedia [166] #socialmediamarketing,#smm [163] #socialmedia,#socialmediamarketing [160] social,media [160] #smm,#growthhacking Top Word Pairs in Tweet in G6:
[106] #seo,#smm [104] #smm,#marketing [102] #marketing,#blog [102] #blog,#blogger [100] #blogger,#contentmarketing [98] #socialmedia,#smm [96] #digitalmarketing,#influencer [96] #contentmarketing,#crowdfunding [96] #crowdfunding,#win [95] #win,#contest Top Word Pairs in Tweet in G7:
[52] #spdc,#smm [50] #earrings,#brithour [43] #brithour,#ukbiz [43] #ukbiz,#atukbusiness [43] #atukbusiness,#spdc [43] jwa_2016,#beautiful [36] #tweetmaster,#ukhashtags [35] #sparkling,#crystal [35] #crystal,#owl [35] #owl,#pendant Top Word Pairs in Tweet in G8:
[139] twitter,instagram [139] instagram,facebook [138] #socialmediamarketing,#services [138] #services,twitter [138] facebook,linkedin [77] check,#socialelbies [77] #socialelbies,#socialmediamarketing [61] check,socialelbies [61] socialelbies,#socialmediamarketing [57] socialelbies,check Top Word Pairs in Tweet in G9:
[40] social,media [29] #startup,#seo [29] #seo,#smm [29] #smm,#ecommerce [28] #growthhacking,#startup [27] #ecommerce,#marketing [23] #marketing,#influencermarketing [22] smexaminer,#smm [21] #smm,#socialmedia [17] #influencermarketing,#blogging Top Word Pairs in Tweet in G10:
[38] mimproxyble,#advertising [32] #netsec,#smm [30] #setmefree,#smm [29] themrblueprint,mrkmrkmoh [29] mrkmrkmoh,mariussou [26] #smm,#social [26] #smm,#tech [25] mimproxyble,#assange [25] #proxy,#smm [25] itakethelead,365surmarius 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 G8:
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: