The graph represents a network of 3,494 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, 29 August 2022 at 00:28 UTC.
The requested start date was Monday, 29 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 2-day, 4-hour, 43-minute period from Friday, 26 August 2022 at 13:09 UTC to Sunday, 28 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 : 3494
Unique Edges : 2059
Edges With Duplicates : 10375
Total Edges : 12434
Number of Edge Types : 5
Tweet : 3794
Retweet : 3778
MentionsInRetweet : 3867
Mentions : 951
Replies to : 44
Self-Loops : 4097
Reciprocated Vertex Pair Ratio : 0.0149532710280374
Reciprocated Edge Ratio : 0.0294659300184162
Connected Components : 1277
Single-Vertex Connected Components : 1006
Maximum Vertices in a Connected Component : 1745
Maximum Edges in a Connected Component : 9777
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.868059
Graph Density : 0.0002669497962316
Modularity : 0.299643
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,494 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, 29 August 2022 at 00:28 UTC.
The requested start date was Monday, 29 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 2-day, 4-hour, 43-minute period from Friday, 26 August 2022 at 13:09 UTC to Sunday, 28 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:
[574] digital,marketing [452] #digitalmarketing,#marketing [381] social,media [298] #digitalmarketing,#appstore [298] #appstore,#playstore [298] #playstore,#ios [298] #ios,#android [293] #marketing,#digitalmarketing [285] #android,#app [276] #app,#growthhacking Top Word Pairs in Tweet in G1:
[169] digital,marketing [90] social,media [71] #digitalmarketing,#marketing [68] #marketing,#digitalmarketing [50] #digitalmarketing,#digitalmarketingagency [41] #seo,#digitalmarketing [32] #digitalmarketing,#socialmediamarketing [32] #marketing,#socialmediamarketing [30] #digitalmarketing,#seo [29] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G2:
[176] #digitalmarketing,#marketing [110] #seo,#digitalmarketing [109] #socialmedia,#digitalmarketing [100] #digitalmarketing,#digital [100] #nftcollection,#nftdrop [100] #nftdrop,#nftproject [100] #nftproject,#openseanft [100] #openseanft,#rariblenft [100] #rariblenft,#designthinking [100] #designthinking,#artmoots Top Word Pairs in Tweet in G3:
[261] #digitalmarketing,#appstore [261] #appstore,#playstore [261] #playstore,#ios [261] #ios,#android [250] #android,#app [241] #app,#growthhacking [198] #growthhacking,#indiegame [190] #devops,#devcommunity [190] #devcommunity,#engineerstalk [166] #engineerstalk,#code Top Word Pairs in Tweet in G4:
[53] digital,marketing [41] #digitalmarketing,#marketing [36] social,media [27] #marketing,#socialmediamarketing [21] #networkmarketing,#digitalmarketing [21] #bitcoin,#dogecoin [18] #makemoneyonline,#affiliatemarketing [18] #socialmediamarketing,#socialmedia [17] #socialmedia,#socialmediamarketing [16] #marketing,#inspiration Top Word Pairs in Tweet in G5:
[139] #national,#health [139] #health,#app [139] #app,provides [139] provides,plethora [139] plethora,#digitalhealth [139] #digitalhealth,#services [139] #services,powered [139] powered,#ayushmanbharat [139] #ayushmanbharat,#digital [139] #digital,#mission Top Word Pairs in Tweet in G6:
[39] digital,marketing [37] social,media [25] #digitalmarketing,#fiverr [25] #fiverr,#fiverrgig [24] #fiverrgig,#fiverrgigs [24] #fiverrgigs,#fiverrgigpromotion [23] #googleads,#googleanalytics [23] #googleanalytics,#google [22] #domainsforsale,#domainname [22] #domainname,#domainnames Top Word Pairs in Tweet in G7:
[86] #digitalmarketing,#bigdata [83] #bigdata,#startups [67] #startups,#startup [59] template,#digitalmarketing [55] presentation,template [42] powerpoint,presentation [37] #startup,#digitalarts [37] #digitalarts,#android [37] #marketing,#seo [37] #seo,#datascience Top Word Pairs in Tweet in G8:
[62] gt,gt [43] #digitalhealth,#socialmedia [31] #marketing,#digitalmarketing [25] social,media [19] #seo,#digitalmarketing [19] #digitalmarketing,#digital [19] #socialmedia,#digitalmarketing [17] #digitalmarketing,#startup [17] #digitalmarketing,#onlinebusiness [16] #affiliatemarketing,#growthhacking Top Word Pairs in Tweet in G9:
[39] #digitalmarketing,video [34] #digitalmarketing,#marketing [33] digital,marketing [28] #marketingtips,#digitalmarketing [23] #marketing,#inspiration [23] #inspiration,#instagram [23] #instagram,#socialmedia [23] #socialmedia,#socialmediamarketing [23] #socialmediamarketing,#contentmarketing [23] #contentmarketing,#socialmediatips Top Word Pairs in Tweet in G10:
[17] social,media [17] media,marketing [14] grow,business [14] started,contact [11] contact,prosfic [11] 91,7995568056 [11] 7995568056,91 [11] 91,7995568057 [10] thought,leadership [9] need,grow Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: