The graph represents a network of 2,904 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, 02 December 2019 at 06:51 UTC.
The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 4-hour, 4-minute period from Friday, 29 November 2019 at 09:35 UTC to Sunday, 01 December 2019 at 13:40 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 : 2904
Unique Edges : 3737
Edges With Duplicates : 3750
Total Edges : 7487
Number of Edge Types : 3
Mentions : 5021
Tweet : 2368
Replies to : 98
Self-Loops : 2368
Reciprocated Vertex Pair Ratio : 0.0249532127261385
Reciprocated Edge Ratio : 0.0486914181375533
Connected Components : 1001
Single-Vertex Connected Components : 736
Maximum Vertices in a Connected Component : 1303
Maximum Edges in a Connected Component : 5332
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.136211
Graph Density : 0.000389783913098353
Modularity : 0.445361
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,904 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, 02 December 2019 at 06:51 UTC.
The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 4-hour, 4-minute period from Friday, 29 November 2019 at 09:35 UTC to Sunday, 01 December 2019 at 13:40 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:
[391] digital,marketing [348] social,media [256] #frizemedia,charlesfrize [242] #digitalmarketing,#marketing [241] #seo,#digitalmarketing [220] charlesfrize,myfoodfantasy69 [206] #socialmedia,#socialmediamarketing [205] #digitalmarketing,#seo [193] #digitalmarketing,#onlinemarketing [189] myfoodfantasy69,ageless_2u Top Word Pairs in Tweet in G1:
[105] digital,marketing [59] #digitalmarketing,#marketing [54] #digitalmarketing,#seo [48] social,media [45] #seo,#digitalmarketing [41] #marketing,#digitalmarketing [26] #seo,#seoppc [26] #seoppc,#internetmarketing [25] #digitalmarketing,#socialmediamarketing [25] black,friday Top Word Pairs in Tweet in G2:
[48] gt,gt [23] ravikikan,#startups [22] established,#business [19] #digitalmarketing,#onlinemarketing [19] #startup,established [19] #contentmarketing,#blogging [19] #pakistan,#karachi [18] #marketing,#contentmarketing [18] #disruption,#ecosystem [18] #ecosystem,#strategy Top Word Pairs in Tweet in G3:
[94] #digitalmarketing,#onlinemarketing [93] digital,marketing [90] #seo,#digitalmarketing [83] #digitalmarketing,#marketing [74] search,engine [67] social,media [52] engine,optimization [45] #socialmedia,#socialmediamarketing [45] #marketing,#contentmarketing [37] #marketing,#seo Top Word Pairs in Tweet in G4:
[93] #digitalmarketing,#socialmedia [92] #quizupwithus,#digitalmarketing [84] #socialmedia,#socialmediamarketing [74] #socialmediamarketing,#marketingstrategy [63] hummingbird,#quizupwithus [40] exciting,prize [39] comment,section [39] win,exciting [39] prize,#quizupwithus [38] fun,quiz Top Word Pairs in Tweet in G5:
[144] telescopes,perfect [144] perfect,gift [144] gift,child [118] #infographic,follow [108] #seotips,#growthhacking [103] social,media [88] child,#digitalmarketing [88] #digitalmarketing,#fintech [88] #fintech,#makeyourownlane [85] top,social Top Word Pairs in Tweet in G6:
[30] digital,marketing [28] #digitalmarketing,#seo [26] #contentmarketing,#digitalmarketing [24] #digitalmarketing,#marketing [23] #digitaltransformation,#innovation [22] #innovation,#artificialintelligence [19] #marketing,#digitalmarketing [17] #seo,#blogging [16] #socialmedia,#contentmarketing [16] #digitalmarketing,#business Top Word Pairs in Tweet in G7:
[119] #blackfriday,#blackfriday2019 [54] #tutorial,#onlinecourses [47] #discounts,crazy [47] crazy,deal [47] deal,#blackfriday [39] #business,#digitalmarketing [37] #blackfriday2019,early [37] early,deal [36] digital,marketing [35] big,discount Top Word Pairs in Tweet in G8:
[17] digital,marketing [9] #digital,#marketing [8] #marketing,#digitalmarketing [8] #digitalmarketing,#ads [8] #ads,#advertings [8] #advertings,#seo [8] #seo,#search [8] #search,#advert [8] #advert,#news [8] #news,#marketingnews Top Word Pairs in Tweet in G9:
[2] khanhakim_k,yuri19089 [2] yuri19089,supergochoo [2] supergochoo,gretelykke [2] gretelykke,viktormochalin [2] viktormochalin,jae80056 [2] jae80056,jae8009 [2] jae8009,marinavibu609g [2] marinavibu609g,skstevens09 Top Word Pairs in Tweet in G10:
[16] #startup,#business [16] #success,#motivation [15] #entrepreneur,#success [13] #business,#smallbusiness [13] digital,marketing [12] free,website [12] #smallbusiness,#entrepreneur [11] #motivation,#sales [10] #sales,#marketing [9] #marketing,#digitalmarketing Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
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: