The graph represents a network of 3,422 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, 15 August 2022 at 00:27 UTC.
The requested start date was Monday, 15 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, 42-minute period from Friday, 12 August 2022 at 13:10 UTC to Sunday, 14 August 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 : 3422
Unique Edges : 1900
Edges With Duplicates : 10709
Total Edges : 12609
Number of Edge Types : 5
Retweet : 3731
MentionsInRetweet : 3963
Tweet : 3931
Mentions : 933
Replies to : 51
Self-Loops : 4104
Reciprocated Vertex Pair Ratio : 0.0155654383735705
Reciprocated Edge Ratio : 0.0306537378792618
Connected Components : 1214
Single-Vertex Connected Components : 951
Maximum Vertices in a Connected Component : 1810
Maximum Edges in a Connected Component : 10154
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.910565
Graph Density : 0.000273092363988983
Modularity : 0.286298
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 3,422 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, 15 August 2022 at 00:27 UTC.
The requested start date was Monday, 15 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, 42-minute period from Friday, 12 August 2022 at 13:10 UTC to Sunday, 14 August 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:
[587] digital,marketing [500] #digitalmarketing,#marketing [380] social,media [287] #marketing,#digitalmarketing [259] #seo,#digitalmarketing [248] #digitalmarketing,#appstore [248] #appstore,#playstore [248] #playstore,#ios [248] #ios,#android [247] #android,#app Top Word Pairs in Tweet in G1:
[172] digital,marketing [104] social,media [100] #digitalmarketing,#marketing [71] #marketing,#digitalmarketing [46] #digitalmarketing,#digitalmarketingagency [40] #digitalmarketing,#socialmediamarketing [40] #marketing,#socialmediamarketing [40] #socialmediamarketing,#socialmedia [40] #seo,#digitalmarketing [35] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G2:
[132] #engineerstalk,#code [124] #iot,#devops [124] #devops,#devcommunity [124] #devcommunity,#engineerstalk [107] #reactjs,#python [104] #code,#html [104] #html,#css [104] #css,#java [104] #java,#reactjs [60] #python,#nodejs Top Word Pairs in Tweet in G3:
[96] #digitalmarketing,#bigdata [93] #bigdata,#startups [77] #startups,#startup [57] template,#digitalmarketing [56] digital,marketing [49] social,media [47] presentation,template [45] #marketing,#seo [41] #startup,#digitalarts [41] #seo,#datascience Top Word Pairs in Tweet in G4:
[101] #digitalmarketing,#digital [95] #digital,#marketing [74] #digitalmarketing,#onlinemarketing [70] #onlinemarketing,#vacation [70] #vacation,#travel [59] gt,gt [46] actravelservice,wanderlust [40] #socialmedia,#digitalmarketing [35] digital,marketing [34] #digitalhealth,#socialmedia Top Word Pairs in Tweet in G5:
[68] digital,marketing [54] #digitalmarketing,video [50] #digitalmarketing,#marketing [45] #digitalmarketing,#ondeckeo [41] #marketing,#inspiration [40] #digitalmarketing,ondeckeo [39] #socialmedia,#socialmediamarketing [38] #inspiration,#instagram [38] #instagram,#socialmedia [38] #socialmediamarketing,#contentmarketing Top Word Pairs in Tweet in G6:
[72] #digitalmarketing,#marketing [48] digital,marketing [33] #seo,#digitalmarketing [32] social,media [25] sale,ongoing [22] #socialmedia,#digitalmarketing [22] #marketing,#backlinks [22] #backlinks,#needbacklinks [22] #needbacklinks,#offpageseo [21] hire,#seo Top Word Pairs in Tweet in G7:
[113] cómo,hacer [113] hacer,#plandemarketingdigital [113] #plandemarketingdigital,paso [113] paso,paso [113] paso,fases [113] fases,objetivos [113] objetivos,ejemplos [112] ejemplos,co [112] co,prqvqrwqkx [111] cinacio06,cómo Top Word Pairs in Tweet in G8:
[108] paid,use [108] use,facebook [108] facebook,twitter [108] twitter,youtube [108] youtube,link [108] link,#makemoneyonline [108] #makemoneyonline,#makemoney [108] #makemoney,#money [107] special_offerr,paid [107] #money,#wor Top Word Pairs in Tweet in G9:
[209] #frizemedia,charlesfrize [118] charlesfrize,#marketingstrategy [113] #onlineadvertising,#digitalmarketing [65] #digitalmarketing,#digitalmarketingservices [61] #digitalmarketing,#seo [49] #seo,#marketingtips [48] #marketing,#digitalmarketing [47] #marketingstrategy,#onlinemarketingghana [47] #onlinemarketingghana,#onlineadvertising [46] #marketingtips,#businessowners Top Word Pairs in Tweet in G10:
[42] #mohammadkhan,#bigdata [42] #bigdata,#blog [38] #blog,#emailmarketing [34] #digitalmarketing,#growthhacking [33] #emailmarketing,#inboundmarketing [31] #inboundmarketing,#smm [31] #smm,#sme [29] #seo,#entrepreneur [29] #sme,#analytics [29] #analytics,#seo Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: