The graph represents a network of 2,901 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, 16 December 2019 at 06:53 UTC.
The requested start date was Monday, 16 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, 4-hour, 54-minute period from Friday, 13 December 2019 at 06:44 UTC to Saturday, 14 December 2019 at 11:38 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 : 2901
Unique Edges : 3586
Edges With Duplicates : 2876
Total Edges : 6462
Number of Edge Types : 3
Mentions : 3937
Tweet : 2471
Replies to : 54
Self-Loops : 2471
Reciprocated Vertex Pair Ratio : 0.01762554040572
Reciprocated Edge Ratio : 0.034640522875817
Connected Components : 1038
Single-Vertex Connected Components : 754
Maximum Vertices in a Connected Component : 1298
Maximum Edges in a Connected Component : 4447
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.360929
Graph Density : 0.000363727133330956
Modularity : 0.500717
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,901 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, 16 December 2019 at 06:53 UTC.
The requested start date was Monday, 16 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, 4-hour, 54-minute period from Friday, 13 December 2019 at 06:44 UTC to Saturday, 14 December 2019 at 11:38 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:
[339] social,media [324] digital,marketing [226] #digitalmarketing,#marketing [223] #marketing,#digitalmarketing [221] gt,gt [214] #digitalmarketing,#seo [187] #socialmedia,#socialmediamarketing [170] #infographic,follow [161] #digitalmarketing,important [161] important,#business Top Word Pairs in Tweet in G1:
[108] digital,marketing [65] social,media [56] #marketing,#digitalmarketing [49] #digitalmarketing,#marketing [46] #digitalmarketing,#seo [30] #digitalmarketing,#socialmediamarketing [30] nouvelles,offres [30] offres,d'emplois [30] d'emplois,disponibles [30] #waohdigital,#digitalmarketing Top Word Pairs in Tweet in G2:
[128] gt,gt [64] #contentmarketing,#marketing [55] #seo,#seotips [54] #marketing,#socialmedia [51] #marketing,#digitalmarketingstrategy [50] #marketing,#digitalmarketing [48] #seo,#marketing [47] #digitalmarketing,#onlinemarketing [47] #socialmediamarketing,#marketing [44] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G3:
[23] gt,gt [22] #marketing,#digitalmarketing [20] #digitalmarketing,#onlinemarketing [16] social,media [16] #digitalmarketing,#socialmedia [15] #digitalmarketing,#seo [15] #smm,#socialmediamarketing [11] #digitalmarketing,#contentmarketing [10] digital,marketing [10] #seo,#content Top Word Pairs in Tweet in G4:
[56] #seo,#seotool [55] #seotool,#fiverr [54] #fiverr,#viral [53] #viral,#fiverrseller [51] #fiverrseller,#fiverrgigs [48] #fiverrgigs,#freelance [48] #freelance,#digitalmarketing [48] #digitalmarketing,#ranking [48] #ranking,#offpage [48] #offpage,#cheap Top Word Pairs in Tweet in G5:
[158] #digitalmarketing,important [158] important,#business [151] #infographic,follow [126] #defstar5,#smm [115] ryanglass4reals,#entreprenuer [93] social,media [93] #marketingstrategy,#business [88] top,social [88] media,trends [88] trends,2018 Top Word Pairs in Tweet in G6:
[70] #digitalmarketing,#marketing [64] #marketing,#seo [25] digiday,#digitalmarketing [23] learn,more [17] wordpress,announces [17] announces,gutenberg [17] gutenberg,big [17] big,martinibuster [15] martinibuster,#digitalmarketing [15] #digitalmarketing,#wordpress Top Word Pairs in Tweet in G7:
[24] google,ads [19] #googleads,#googleadstips [19] #googleadstips,#netilly [19] #netilly,#google [19] #google,#ppc [18] #ppc,#marketingstrategy [18] conduct,proper [18] research,#googleads [16] netillydm,ans [16] ans,conduct Top Word Pairs in Tweet in G8:
[18] social,media [17] #contentmarketing,#digitalmarketing [14] looking,online [14] online,mall [14] mall,shopping [14] shopping,go [14] go,#positivevibes [14] #positivevibes,#website [14] #website,#entrepreneur [11] digital,marketing Top Word Pairs in Tweet in G9:
[6] 2020,predictions [6] predictions,digital [6] digital,marketing [5] social,media [4] featuring,amishagandhi [4] marketing,thinkers360 [4] #digitalmarketing,#ecommerce [4] #ecommerce,#mcommerce [4] #mcommerce,#retail [4] #retail,#retailmarketing Top Word Pairs in Tweet in G10:
[29] #seo,#smm [24] #smm,#marketing [24] #marketing,#blog [24] #blog,#blogger [24] #blogger,#contentmarketing [24] #contentmarketing,#crowdfunding [24] #crowdfunding,#win [24] #win,#contest [24] #contest,#giveaway [24] #giveaway,#influencermarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: