The graph represents a network of 3,307 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 December 2022 at 01:26 UTC.
The requested start date was Monday, 05 December 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 3-day, 4-hour, 49-minute period from Thursday, 01 December 2022 at 13:04 UTC to Sunday, 04 December 2022 at 17:53 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 : 3307
Unique Edges : 2331
Edges With Duplicates : 8667
Total Edges : 10998
Number of Edge Types : 5
Retweet : 1953
MentionsInRetweet : 2294
Tweet : 5493
Mentions : 1164
Replies to : 94
Self-Loops : 5680
Reciprocated Vertex Pair Ratio : 0.0275049115913556
Reciprocated Edge Ratio : 0.0535372848948375
Connected Components : 1730
Single-Vertex Connected Components : 1440
Maximum Vertices in a Connected Component : 960
Maximum Edges in a Connected Component : 6889
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.067634
Graph Density : 0.000191348312284104
Modularity : 0.25745
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,307 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 December 2022 at 01:26 UTC.
The requested start date was Monday, 05 December 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 3-day, 4-hour, 49-minute period from Thursday, 01 December 2022 at 13:04 UTC to Sunday, 04 December 2022 at 17:53 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 : digitalmarketing
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:
[1288] #digitalmarketing,#affiliatemarketing [1199] #poetry,#music [1144] #book,#poetry [1087] #link,#book [1034] #script,#film [1032] #film,#movie [943] #shortstories,#script [943] #music,#shortstories [913] #blog,#link [890] #socialmedia,#business Top Word Pairs in Tweet in G1:
[232] digital,marketing [164] #digitalmarketing,#marketing [130] #marketing,#digitalmarketing [129] social,media [86] #socialmediamarketing,#digitalmarketing [71] #digitalmarketing,#socialmediamarketing [67] #digitalmarketing,#seo [61] #marketing,#socialmediamarketing [59] #socialmediamarketing,#socialmedia [55] #digitalmarketing,#digitalmarketingagency Top Word Pairs in Tweet in G2:
[22] #ff,#twitter [19] social,media [16] #digitalmarketing,#marketing [16] #business,#seo [14] thought,digitalmarketing [14] purpose,bigger [14] #seo,#businessgrowth [14] #businessgrowth,mabuselasiphiwe [14] digitalmarketing,#innovation [14] path,difficult Top Word Pairs in Tweet in G3:
[1269] #digitalmarketing,#affiliatemarketing [1197] #poetry,#music [1142] #book,#poetry [1085] #link,#book [1032] #script,#film [1030] #film,#movie [941] #shortstories,#script [941] #music,#shortstories [911] #blog,#link [833] #socialmedia,#business Top Word Pairs in Tweet in G4:
[56] tool,running [56] best,tool [56] sweepwidget,best [56] contests,grow [56] grow,brand [56] running,contests [56] comments,shares [56] likes,comments [56] easily,increase [56] increase,likes Top Word Pairs in Tweet in G5:
[181] #digitalmarketing,#onlinemarketing [179] #onlinemarketing,#vacation [177] #vacation,#travel [69] #digitalhealth,#socialmedia [69] #travel,#emailmarketing [44] #startup,#marketingtips [44] #emailmarketing,#entrepreneur [44] #waltdisneyworld,#airfare [44] #retweeet,intellitraveler [44] #airfare,#actravelservices Top Word Pairs in Tweet in G6:
[162] #playstore,#ios [162] #ios,#android [161] #android,#app [159] #app,#growthhacking [149] #growthhacking,#indiegame [147] #digitalmarketing,#appstore [147] #appstore,#playstore [105] #indiegame,#gamedev [104] #socailmedia,#gmailhack [103] #gmailhack,#gmaildown Top Word Pairs in Tweet in G7:
[23] google,search [19] changes,coming [19] mobile,search [19] display,patterns [19] google,announces [19] coming,mobile [19] ad,display [19] patterns,google [19] search,display [19] search,changing Top Word Pairs in Tweet in G8:
[40] #seo,#entrepreneur [40] #bigdata,#blog [40] #mohammadkhan,#bigdata [40] #startup,#onlinemarketing [40] #analytics,#seo [40] #sme,#analytics [40] #smm,#sme [40] #inboundmarketing,#smm [40] #onlinemarketing,#sales [40] #blog,#emailmarketing Top Word Pairs in Tweet in G9:
[20] #digitalmarketing,#marketing [18] sale,ongoing [16] #backlinks,#needbacklinks [16] hire,#seo [16] #marketing,#backlinks [16] #seo,#digitalmarketing [14] #needbacklinks,#offpageseo [12] gt,gt [12] #wordpress,#fiverr [10] #offpageseo,#wordpress Top Word Pairs in Tweet in G10:
[39] guys,career [39] friend,pamadongo [39] hey,guys [39] mentor,friend [39] laid,kkariisa [39] foundation,mentor [39] career,update [39] grateful,foundation [39] pamadongo,laid [39] update,grateful 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 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: