The graph represents a network of 3,698 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 September 2022 at 00:29 UTC.
The requested start date was Monday, 05 September 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, 46-minute period from Thursday, 01 September 2022 at 13:05 UTC to Sunday, 04 September 2022 at 17:52 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 : 3698
Unique Edges : 2218
Edges With Duplicates : 9471
Total Edges : 11689
Number of Edge Types : 5
Retweet : 3306
MentionsInRetweet : 3404
Tweet : 4098
Mentions : 826
Replies to : 55
Self-Loops : 4379
Reciprocated Vertex Pair Ratio : 0.0173770491803279
Reciprocated Edge Ratio : 0.0341604898485337
Connected Components : 1503
Single-Vertex Connected Components : 1212
Maximum Vertices in a Connected Component : 1642
Maximum Edges in a Connected Component : 8636
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.732051
Graph Density : 0.000226968411526865
Modularity : 0.313309
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,698 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 September 2022 at 00:29 UTC.
The requested start date was Monday, 05 September 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, 46-minute period from Thursday, 01 September 2022 at 13:05 UTC to Sunday, 04 September 2022 at 17:52 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:
[614] digital,marketing [424] #digitalmarketing,#marketing [361] social,media [356] #marketing,#digitalmarketing [270] #digitalmarketing,#appstore [268] #appstore,#playstore [264] #playstore,#ios [262] #ios,#android [262] #android,#app [257] #app,#growthhacking Top Word Pairs in Tweet in G1:
[191] digital,marketing [130] social,media [107] #marketing,#digitalmarketing [106] #digitalmarketing,#marketing [53] #marketing,#socialmediamarketing [51] #digitalmarketing,#socialmedia [47] #digitalmarketing,#digitalmarketingagency [43] #socialmediamarketing,#socialmedia [42] #socialmediamarketing,#digitalmarketing [40] #seo,#digitalmarketing Top Word Pairs in Tweet in G2:
[101] #digitalmarketing,#contentmarketing [79] #socialmediamarketing,#digitalmarketing [75] #socialmedia,#socialmediamarketing [74] social,media [72] #digitalmarketing,#digital [72] digital,marketing [69] #digitalmarketing,#marketing [66] #digital,#marketing [65] #socialmedia,#digitalmarketing [65] #ecommerce,#marketing Top Word Pairs in Tweet in G3:
[110] #digitalmarketing,#marketing [64] #marketing,#seo [62] digital,marketing [55] #seo,#digitalmarketing [52] #marketing,#digitalmarketing [41] social,media [41] seroundtable,#seo [36] emam,bux [34] valid,until [34] until,29 Top Word Pairs in Tweet in G4:
[136] #devops,#devcommunity [136] #devcommunity,#engineerstalk [136] #engineerstalk,#code [130] #code,#html [114] #iota,#devops [81] #html,#css [78] #css,#java [63] #digitalmarketing,#cybersecurity [60] contact,#jobseekerssa [60] #jobseekerssa,#lebanon Top Word Pairs in Tweet in G5:
[208] #digitalmarketing,#appstore [208] #appstore,#playstore [208] #playstore,#ios [207] #ios,#android [207] #android,#app [203] #app,#growthhacking [147] #growthhacking,#indiegame [106] let's,retrieve [106] retrieve,lost [106] lost,accounts Top Word Pairs in Tweet in G6:
[38] digital,marketing [37] #digitalmarketing,video [31] #marketing,#digitalmarketing [30] #digitalmarketing,#marketing [30] google,tag [30] tag,manager [29] google,analytics [29] #socialmedia,#socialmediamarketing [27] #marketing,#inspiration [27] #inspiration,#instagram Top Word Pairs in Tweet in G7:
[137] business,visibility [137] visibility,crucial [137] crucial,potential [137] potential,clients [137] clients,customers [137] customers,find [137] find,first [136] firstmanseo,business Top Word Pairs in Tweet in G8:
[67] digital,marketing [66] europe's,leading [66] leading,digital [66] marketing,tech [66] tech,event [37] go,again [37] again,europe's [37] event,enters [37] enters,next [37] next,round Top Word Pairs in Tweet in G9:
[76] #rbxs,link [76] link,co [70] co,smav0qvc8e [63] smav0qvc8e,tg [63] tg,co [55] #marketing,services [55] services,one [55] one,spot [55] spot,rbxs [55] rbxs,#rbxs Top Word Pairs in Tweet in G10:
[21] digital,marketing [18] social,media [18] #domainsforsale,#domainname [18] #domainname,#domainnames [17] #seo,#localseo [16] #digitalmarketing,#dailyadsmarketng [16] #dailyadsmarketng,#sales [16] #sales,#open [16] #digitalmarketing,#seo [16] #startup,#startups Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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: