The graph represents a network of 4,096 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, 26 October 2020 at 22:09 UTC.
The requested start date was Monday, 26 October 2020 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, 17-minute period from Friday, 23 October 2020 at 15:13 UTC to Sunday, 25 October 2020 at 19:30 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 : 4096
Unique Edges : 2962
Edges With Duplicates : 8928
Total Edges : 11890
Number of Edge Types : 5
Tweet : 3960
Mentions : 1496
Retweet : 3064
MentionsInRetweet : 3285
Replies to : 85
Self-Loops : 4232
Reciprocated Vertex Pair Ratio : 0.0148751052483862
Reciprocated Edge Ratio : 0.0293141592920354
Connected Components : 1584
Single-Vertex Connected Components : 1209
Maximum Vertices in a Connected Component : 1832
Maximum Edges in a Connected Component : 8685
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.405746
Graph Density : 0.000215583028083028
Modularity : 0.344547
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,096 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, 26 October 2020 at 22:09 UTC.
The requested start date was Monday, 26 October 2020 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, 17-minute period from Friday, 23 October 2020 at 15:13 UTC to Sunday, 25 October 2020 at 19:30 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:
[559] digital,marketing [432] #digitalmarketing,#marketing [416] social,media [304] #marketing,#digitalmarketing [304] #digitalmarketing,#digital [302] #digital,#marketing [270] #seo,#digitalmarketing [268] #digitalmarketing,#onlinemarketing [262] read,more [252] #ai,future Top Word Pairs in Tweet in G1:
[154] digital,marketing [123] #digitalmarketing,#marketing [112] social,media [74] #marketing,#digitalmarketing [67] #digitalmarketing,#socialmedia [57] #digitalmarketing,#seo [57] #socialmediamarketing,#socialmedia [56] #marketing,#socialmediamarketing [52] #seo,#digitalmarketing [46] #digitalmarketing,#business Top Word Pairs in Tweet in G2:
[258] #digital,#marketing [257] #digitalmarketing,#digital [146] #digitalmarketing,#marketing [130] #digitalmarketing,#onlinemarketing [112] gt,gt [104] charlesfrize,ageless_2u [101] ageless_2u,#onlineadvertising [98] #onlineadvertising,#onlinemarketingtopeurope [98] #onlinemarketingtopeurope,#digitalmarketing [98] #onlinemarketing,#digitalmarketingservices Top Word Pairs in Tweet in G3:
[237] #ai,future [237] future,#developing [237] #developing,#socialmedia [237] #socialmedia,app [237] app,allows [237] allows,users [237] users,worldwide [237] worldwide,mobilize [237] mobilize,share [237] share,ideas Top Word Pairs in Tweet in G4:
[39] social,media [35] digital,marketing [19] gt,gt [19] #marketing,#digitalmarketing [19] help,become [18] thanks,sharing [17] featuring,videos [17] videos,business' [17] business',day [17] day,day Top Word Pairs in Tweet in G5:
[48] #digitalart,#digital [45] #digital,#digitaltransformation [43] #digitaltransformation,#digitalmarketingservices [43] #digitalmarketing,#digitalmarketer [42] #digitalmarketingservices,#digitalmarketing [42] #digitalmarketer,#business [41] #business,#ecommercebusiness [40] #ecommercebusiness,#ecommerce [40] #ecommerce,#marketingtips [38] #marketingtips,#marketer Top Word Pairs in Tweet in G6:
[14] social,media [10] #contentmarketing,#socialmedia [10] #socialmedia,#seo [8] #digitalmarketing,#contentmarketing [8] #infographic,wilson_emoni [8] looking,speaker [8] speaker,talk [8] talk,paid [8] paid,social [8] media,efforts Top Word Pairs in Tweet in G7:
[17] team,influencivepress [17] influencivepress,digital [13] top,story [13] digital,media [12] #digitalmarketing,#socialmedia [10] #digitalmarketing,#digital [10] #digital,#marketing [10] #marketing,#digitalmarketing [10] story,influencivep [10] lord,rama Top Word Pairs in Tweet in G8:
[78] #seo,#digitalmarketing [67] #blogging,#wordpress [67] #wordpress,#seo [58] #digitalmarketing,#onlinemarketing [50] #onlinemarketing,#vacation [50] #vacation,#travel [26] #travel,#emailmarketing [22] social,media [22] #onlinemarketing,#digitalmarketing [20] #emailmarketing,#entrepreneur Top Word Pairs in Tweet in G9:
[22] digital,marketing [13] machine,learning [11] social,media [9] past,years [8] turns,20 [8] 20,important [8] changes,past [8] read,more [6] more,#ads [6] important,trends Top Word Pairs in Tweet in G10:
[13] digital,marketing [7] ademolaabimbola,mauconline [5] mauconline,#digitalmarketing [4] marketing,agency [3] magic,bullet [3] bullet,improve [3] improve,#salespageconversions [3] #salespageconversions,several [3] several,proven [3] proven,ways Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: