The graph represents a network of 3,687 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, 22 August 2022 at 00:28 UTC.
The requested start date was Monday, 22 August 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 3-day, 4-hour, 21-minute period from Thursday, 18 August 2022 at 13:31 UTC to Sunday, 21 August 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 : 3687
Unique Edges : 2181
Edges With Duplicates : 10172
Total Edges : 12353
Number of Edge Types : 5
MentionsInRetweet : 3788
Retweet : 3699
Tweet : 3909
Mentions : 916
Replies to : 41
Self-Loops : 4192
Reciprocated Vertex Pair Ratio : 0.0136674259681093
Reciprocated Edge Ratio : 0.0269662921348315
Connected Components : 1486
Single-Vertex Connected Components : 1151
Maximum Vertices in a Connected Component : 1608
Maximum Edges in a Connected Component : 9283
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.932617
Graph Density : 0.000229207900174551
Modularity : 0.299238
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,687 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, 22 August 2022 at 00:28 UTC.
The requested start date was Monday, 22 August 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 3-day, 4-hour, 21-minute period from Thursday, 18 August 2022 at 13:31 UTC to Sunday, 21 August 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:
[579] digital,marketing [373] #digitalmarketing,#marketing [363] social,media [347] #marketing,#digitalmarketing [325] #digitalmarketing,#appstore [325] #appstore,#playstore [325] #playstore,#ios [325] #ios,#android [322] #android,#app [313] #app,#growthhacking Top Word Pairs in Tweet in G1:
[185] digital,marketing [106] #marketing,#digitalmarketing [91] social,media [86] #digitalmarketing,#marketing [43] #marketing,#socialmediamarketing [38] read,more [37] grow,business [36] #socialmediamarketing,#socialmedia [36] #digitalmarketing,#socialmediamarketing [35] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G2:
[302] #digitalmarketing,#appstore [302] #appstore,#playstore [302] #playstore,#ios [302] #ios,#android [299] #android,#app [291] #app,#growthhacking [199] #growthhacking,#indiegame [152] let's,retrieve [152] retrieve,lost [152] lost,accounts Top Word Pairs in Tweet in G3:
[74] digital,marketing [54] social,media [49] #marketing,#digitalmarketing [47] #socialmedia,#digitalmarketing [30] #digitalmarketing,#marketing [23] #digitalmarketing,#socialmediamarketing [22] setup,google [22] #googleads,#googleanalytics [22] #googleanalytics,#google [20] learn,more Top Word Pairs in Tweet in G4:
[129] #digitalmarketing,#bigdata [123] #marketing,#seo [121] #bigdata,#startups [92] #startups,#startup [85] #digitalmarketing,#marketing [84] template,#digitalmarketing [78] presentation,template [64] powerpoint,presentation [54] #seo,#digitalmarketing [53] #startup,#digitalarts Top Word Pairs in Tweet in G5:
[26] #digitalmarketing,#marketing [21] #seo,#localseo [19] digital,marketing [19] social,media [19] #domainsforsale,#domainname [19] #domainname,#domainnames [18] #localseo,#digitalmarketing [17] #startup,#startups [16] #marketingtips,#digitalmarketing [16] #marketing,#tech Top Word Pairs in Tweet in G6:
[68] gt,gt [55] digital,marketing [55] #digitalmarketing,#ondeckeo [49] social,media [43] #digitalmarketing,ondeckeo [41] email,marketing [25] #emailmarketing,#digitalmarketing [24] lead,generation [22] #emailmarketing,#emailmarketingtips [22] connect,visit Top Word Pairs in Tweet in G7:
[118] #digitalmarketing,#onlinemarketing [114] #onlinemarketing,#vacation [114] #vacation,#travel [93] #digitalhealth,#socialmedia [50] #socialmedia,#digitalmarketing [48] #travel,#em [43] #digitalmarketing,#digital [38] #digital,#marketing [36] actravelservice,#wanderlust [35] actravelservice,wanderlust Top Word Pairs in Tweet in G8:
[87] skodineya,#digitalindia [85] #india,poised [85] poised,become [85] become,#global [85] #global,#hub [85] #hub,#esdm [85] #esdm,#domestic [85] #domestic,#production [85] #production,#electronics [85] #electronics,#products Top Word Pairs in Tweet in G9:
[22] #simsof,#socialmediamarketing [21] #socialmediamarketing,#digitalmarketing [20] digital,business [20] business,needs [17] digital,marketing [16] needs,please [15] #emailmarketing,#contentmarketing [15] #webdev,#webdesign [15] #webdesign,#digitalmarketing [14] #digitalmarketing,#emailmarketing Top Word Pairs in Tweet in G10:
[9] #digitalmarketing,#onlinemarketing [9] give,away [9] away,free [9] free,software [9] software,serious [9] serious,question [9] question,join [9] join,live [9] live,friday [9] friday,august Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: