The graph represents a network of 3,378 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, 06 September 2021 at 23:18 UTC.
The requested start date was Monday, 06 September 2021 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, 3-hour, 32-minute period from Friday, 03 September 2021 at 14:20 UTC to Sunday, 05 September 2021 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 : 3378
Unique Edges : 2141
Edges With Duplicates : 11328
Total Edges : 13469
Number of Edge Types : 5
Retweet : 4484
MentionsInRetweet : 4829
Tweet : 3317
Mentions : 788
Replies to : 51
Self-Loops : 3576
Reciprocated Vertex Pair Ratio : 0.0193103448275862
Reciprocated Edge Ratio : 0.0378890392422192
Connected Components : 1112
Single-Vertex Connected Components : 855
Maximum Vertices in a Connected Component : 1846
Maximum Edges in a Connected Component : 11253
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.333949
Graph Density : 0.000323909538158472
Modularity : 0.291956
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 3,378 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, 06 September 2021 at 23:18 UTC.
The requested start date was Monday, 06 September 2021 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, 3-hour, 32-minute period from Friday, 03 September 2021 at 14:20 UTC to Sunday, 05 September 2021 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:
[1040] #artificialintelligence,#digitalmarketing [960] #digitalmarketing,#cybersecurity [682] #cybersecurity,#ai [590] #ai,#datascience [420] digital,marketing [363] social,media [355] #marketing,#digitalmarketing [344] #digitalmarketing,#marketing [327] developer,#vacancy [240] #seo,#digitalmarketing Top Word Pairs in Tweet in G1:
[132] digital,marketing [102] social,media [74] #digitalmarketing,#marketing [73] #marketing,#digitalmarketing [69] #socialmediamarketing,#digitalmarketing [60] #digitalmarketing,#socialmediamarketing [56] #marketing,#socialmediamarketing [40] #digitalmarketing,#socialmedia [40] gt,gt [38] #seo,#digitalmarketing Top Word Pairs in Tweet in G2:
[119] #seo,#digitalmarketing [102] #marketing,#digitalmarketing [79] digital,marketing [77] #blogging,#wordpress [77] #wordpress,#seo [74] #digitalmarketing,#trade [72] #life,#digitalmarketing [70] social,media [64] #trade,#like [64] #like,#loud Top Word Pairs in Tweet in G3:
[106] #digitalmarketing,#marketing [56] #marketing,#seo [46] #digitalmarketing,#digital [44] #digitalhealth,#socialmedia [39] #digital,#marketing [35] digital,marketing [29] #socialmedia,#digitalmarketing [28] social,media [24] #marketing,#digitalmarketing [23] use,sms Top Word Pairs in Tweet in G4:
[47] digital,marketing [30] #marketing,#digitalmarketing [29] #vente,#commerce [29] #commerce,#marketing [29] #marketing,#marketingenligne [29] #marketingenligne,#snapchat [29] #snapchat,#tiktok [29] #tiktok,#business [29] #business,#b2b [29] #b2b,#b2c Top Word Pairs in Tweet in G5:
[983] #artificialintelligence,#digitalmarketing [917] #digitalmarketing,#cybersecurity [650] #cybersecurity,#ai [564] #ai,#datascience [312] developer,#vacancy [215] #datascience,#machinelearning [194] #job,#artificialintelligence [185] #artificialintelligence,#ai [168] #vacancy,#job [160] #cybersecurity,#artificialintelligence Top Word Pairs in Tweet in G6:
[88] #affiliatemarketing,#gift [84] #gift,#shopping [82] #shopping,#gifts [82] #gifts,#onlineshopping [82] free,shipping [82] shipping,purchases [82] purchases,over [82] over,25 [82] 25,#amazon [69] #makemoneyonline,#affiliatemarketing Top Word Pairs in Tweet in G7:
[22] digital,marketing [22] #marketing,#digitalmarketing [20] social,media [18] #digitalmarketing,#marketing [16] latest,job [14] #digitalmarketing,#socialmedia [10] #seo,#digitalmarketing [9] #digitalmarketing,#seo [9] job,groundwork [9] groundwork,london Top Word Pairs in Tweet in G8:
[74] #amritmahotsav,#quantumcomputing [74] #quantumcomputing,fulfill [74] fulfill,#futureofwork [74] #futureofwork,#demand [74] #demand,computing [74] computing,#power [74] #power,#quantum [74] #quantum,computer [74] computer,#simulator [73] skodineya,#amritmahotsav Top Word Pairs in Tweet in G9:
[15] gave,kred [11] eli_krumova,gave [11] local,#digitalmarketing [9] ways,artificial [9] artificial,intelligence [8] #marketing,#digitalmarketing [8] kred,albertoemachado [8] albertoemachado,kred [8] kred,#influencer [8] #influencer,#ces2021 Top Word Pairs in Tweet in G10:
[26] price,drop [26] drop,#washington [26] #resort,#airfare [26] #airfare,#deals [26] #deals,compare [26] compare,best [26] best,prices [26] prices,#shoppingonline [19] #digitalmarketing,#marketing [17] actravelservice,price Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: