The graph represents a network of 3,612 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, 12 September 2022 at 00:29 UTC.
The requested start date was Monday, 12 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 2-day, 4-hour, 16-minute period from Friday, 09 September 2022 at 13:36 UTC to Sunday, 11 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 : 3612
Unique Edges : 1911
Edges With Duplicates : 10154
Total Edges : 12065
Number of Edge Types : 5
Retweet : 3642
MentionsInRetweet : 3659
Mentions : 852
Tweet : 3873
Replies to : 39
Self-Loops : 4186
Reciprocated Vertex Pair Ratio : 0.0130117423040305
Reciprocated Edge Ratio : 0.0256892230576441
Connected Components : 1258
Single-Vertex Connected Components : 1027
Maximum Vertices in a Connected Component : 1968
Maximum Edges in a Connected Component : 9528
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.890869
Graph Density : 0.000244730249302841
Modularity : 0.302195
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,612 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, 12 September 2022 at 00:29 UTC.
The requested start date was Monday, 12 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 2-day, 4-hour, 16-minute period from Friday, 09 September 2022 at 13:36 UTC to Sunday, 11 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:
[592] digital,marketing [473] #digitalmarketing,#marketing [301] #makemoneyonline,#makemoney [300] #makemoney,#money [298] use,facebook [298] facebook,twitter [297] paid,use [297] twitter,youtube [297] youtube,link [297] link,#makemoneyonline Top Word Pairs in Tweet in G1:
[188] digital,marketing [107] #digitalmarketing,#marketing [80] social,media [80] #marketing,#digitalmarketing [78] #digitalmarketing,#socialmediamarketing [75] #socialmediamarketing,#socialmedia [62] #marketing,#socialmediamarketing [57] #seo,#digitalmarketing [42] #digitalmarketing,#digitalmarketingagency [37] #digitalmarketing,#seo Top Word Pairs in Tweet in G2:
[296] paid,use [296] use,facebook [296] facebook,twitter [296] twitter,youtube [296] youtube,link [296] link,#makemoneyonline [296] #makemoneyonline,#makemoney [296] #makemoney,#money [295] special_offerr,paid [295] #money,#wor Top Word Pairs in Tweet in G3:
[67] #ai,#digitalmarketing [66] #machinelearning,#datascience [60] #digitalmarketing,#machinelearning [60] #datascience,#bigdata [56] #bigdata,#analytics [45] #digitalhealth,#socialmedia [36] #applications,#ai [33] #socialmedia,#digitalmarketing [33] #iot,#devops [33] #devops,#devcommunity Top Word Pairs in Tweet in G4:
[236] #digitalmarketing,#appstore [229] #appstore,#playstore [227] #playstore,#ios [223] #ios,#android [223] #android,#app [201] #app,#growthhacking [157] #growthhacking,#indiegame [107] let's,retrieve [107] retrieve,lost [107] lost,accounts Top Word Pairs in Tweet in G5:
[119] #digitalmarketing,#onlinemarketing [107] #vacation,#travel [104] #onlinemarketing,#vacation [89] digital,marketing [77] #onlineadvertising,#digitalmarketing [75] #digitalmarketing,#digitalmarketingservices [73] charlesfrize,#marketingstrategy [72] #marketingstrategy,#onlineadvertising [72] #digitalmarketingservices,#businessnews [72] #businessnews,#digitalbranding Top Word Pairs in Tweet in G6:
[116] #digitalmarketing,#marketing [80] #marketing,#seo [60] #seo,#digitalmarketing [46] digital,marketing [46] #socialmedia,#socialmediamarketing [38] #socialmediamarketing,#digitalmarketing [37] seroundtable,#seo [33] #digitalmarketing,#contentmarketing [32] #contentmarketing,#seo [32] #seo,#smm Top Word Pairs in Tweet in G7:
[113] guía,completa [113] completa,#trello [113] #trello,usar [113] usar,herramienta [113] herramienta,gestión [113] gestión,tareas [113] tareas,proyectos [113] proyectos,equipo [112] cinacio06,guía [2] ventajas,desventajas Top Word Pairs in Tweet in G8:
[71] recent,publication [71] publication,oracle [71] oracle,founder [71] founder,spent [71] spent,last [71] 10,000 [71] 000,budget [71] budget,grow [71] grow,blockchain [70] winn_solutions,recent Top Word Pairs in Tweet in G9:
[113] #pratapkingcharan,#instagram [113] #instagram,#youtube [113] #youtube,#twitter [113] #twitter,#tiktok [113] #tiktok,#love [113] #love,#instagood [113] #instagood,#follow [113] #follow,#like [110] #like,#socialmedia [77] pratapkingchara,#pratapkingcharan Top Word Pairs in Tweet in G10:
[32] #digitalmarketing,#socialmediamarketing [16] digital,marketing [15] marketing,trends [9] #socialmedia,#digitalmarketing [8] #marketing,#digitalmarketing [6] keep,latest [6] latest,trends [6] trends,#socialmedia [6] social,media [6] #instagram,#youtube Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: