The graph represents a network of 3,438 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 15 December 2019 at 15:45 UTC.
The requested start date was Sunday, 15 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 1-day, 2-hour, 49-minute period from Friday, 13 December 2019 at 06:38 UTC to Saturday, 14 December 2019 at 09:28 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 : 3438
Unique Edges : 3490
Edges With Duplicates : 2907
Total Edges : 6397
Number of Edge Types : 3
Mentions : 3229
Tweet : 3145
Replies to : 23
Self-Loops : 3145
Reciprocated Vertex Pair Ratio : 0.019578313253012
Reciprocated Edge Ratio : 0.0384047267355982
Connected Components : 1412
Single-Vertex Connected Components : 938
Maximum Vertices in a Connected Component : 1038
Maximum Edges in a Connected Component : 2873
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.205272
Graph Density : 0.0002291728974106
Modularity : 0.494749
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 3,438 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 15 December 2019 at 15:45 UTC.
The requested start date was Sunday, 15 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 1-day, 2-hour, 49-minute period from Friday, 13 December 2019 at 06:38 UTC to Saturday, 14 December 2019 at 09:28 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 : #marketing
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:
[220] social,media [170] #infographic,follow [153] gt,gt [143] #digitalmarketing,#marketing [142] #marketing,#digitalmarketing [142] email,marketing [136] #socialmedia,#marketing [131] #marketing,#seo [116] marketing,process [116] process,#infographic Top Word Pairs in Tweet in G1:
[63] social,media [51] #influencer,#marketing [50] #marketing,#sales [48] #marketing,#publicidad [48] #advertising,#bingads [48] #bingads,#business [48] #business,#ebusiness [48] #ebusiness,#googleads [48] #googleads,#influencer [48] #marketing,#payperclick Top Word Pairs in Tweet in G2:
[51] #contentmarketing,#marketing [51] award,#regtech [48] #regtech,ume_kyd [48] #distributors,#network [48] #network,#fintech [46] #fund,#distributors [40] #marketing,#luxembourg [39] #marketing,#digitalmarketingstrategy [38] top,seo [38] seo,trends Top Word Pairs in Tweet in G3:
[38] #advertising,#beauty [38] #beauty,#health [38] #health,#influencer [38] #influencer,#marketing [38] #marketing,#medical [38] #medical,#science [38] #science,#technology [38] #technology,#wellness [38] #wellness,#retweet [22] #tech,#news Top Word Pairs in Tweet in G4:
[9] open,offers [8] social,media [7] #domainnames,#ai [7] #business,#problemsolving [7] #problemsolving,#designthinking [7] #designthinking,#t [7] #t,#sales [7] #sales,#trending [7] #trending,#entrepreneur [7] #entrepreneur,#startups Top Word Pairs in Tweet in G5:
[160] #infographic,follow [109] email,marketing [109] marketing,process [109] process,#infographic [94] #iot,#bigdata [93] #ai,#iot [92] follow,#ai [92] #bigdata,#smm [92] #smm,#ux [92] #ux,#smm Top Word Pairs in Tweet in G6:
[61] #digitalmarketing,#marketing [55] #marketing,#seo [25] digiday,#digitalmarketing [14] #socialmedia,#marketing [11] #ai,#socialmedia [10] #marketing,#digitalmarketing [10] node,js [9] moz,#digitalmarketing [9] thedevinakaur,#womenwhocode [9] #marketing,#digitalbusiness Top Word Pairs in Tweet in G7:
[45] #ian1,#iartg [45] #iartg,#asmsg [45] #asmsg,#author [44] #retweet,#follow [44] #follow,#ian1 [42] #author,#amwriting [40] #amwriting,#mgwv [36] #marketing,read [33] #mgwv,#motivation [32] gt,gt Top Word Pairs in Tweet in G8:
[22] #marketing,#digitalmarketing [15] #startup,#business [15] #business,#smallbusiness [15] #smallbusiness,#entrepreneur [15] #entrepreneur,#success [15] #success,#motivation [13] #motivation,#sales [12] lead,generation [12] #sales,#marketing [11] social,media Top Word Pairs in Tweet in G9:
[19] social,media [10] #contentmarketing,#marketing [10] #marketing,#marketingtips [8] #socialmediamarketing,#digitalmarketing [8] #domain,name [8] name,sale [8] sale,ebay [7] #marketing,#digitalmarketingstrategy [7] #socialmedia,#socialmediamarketing [7] #startup,#entrepreneur Top Word Pairs in Tweet in G10:
[51] #socialmedia,#seo [48] #contentmarketing,#socialmedia [47] #visualcontenting,#contentmarketing [15] #socialmedia,#marketing [13] #digitalmarketing,#marketing [11] social,media [11] influencer,#marketing [11] #marketing,#strategy [10] #marketing,#socialmediamarketing [9] #marketing,#seo Top Replied-To in Entire Graph:
Top Replied-To in G4:
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: