The graph represents a network of 4,681 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, 21 September 2020 at 21:53 UTC.
The requested start date was Monday, 21 September 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 3-day, 3-hour, 22-minute period from Thursday, 17 September 2020 at 16:04 UTC to Sunday, 20 September 2020 at 19:27 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 : 4681
Unique Edges : 3451
Edges With Duplicates : 10093
Total Edges : 13544
Number of Edge Types : 5
Retweet : 3555
MentionsInRetweet : 4217
Tweet : 3472
Mentions : 2021
Replies to : 279
Self-Loops : 3683
Reciprocated Vertex Pair Ratio : 0.0199596322045302
Reciprocated Edge Ratio : 0.0391380826737027
Connected Components : 1577
Single-Vertex Connected Components : 1167
Maximum Vertices in a Connected Component : 2082
Maximum Edges in a Connected Component : 9586
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.343116
Graph Density : 0.000207604117025181
Modularity : 0.363378
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,681 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, 21 September 2020 at 21:53 UTC.
The requested start date was Monday, 21 September 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 3-day, 3-hour, 22-minute period from Thursday, 17 September 2020 at 16:04 UTC to Sunday, 20 September 2020 at 19:27 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:
[497] digital,marketing [449] ryanglass4real,#entreprenuer [369] #digitalmarketing,#marketing [343] social,media [273] #digitalmarketing,#onlinemarketing [251] gt,gt [231] #seo,#digitalmarketing [230] #startup,#growthhacking [208] اطلب,الآن [208] الآن,مونتاج Top Word Pairs in Tweet in G1:
[130] digital,marketing [93] social,media [88] #marketing,#digitalmarketing [75] #digitalmarketing,#marketing [60] gt,gt [50] #seo,#digitalmarketing [48] #digitalmarketing,#socialmediamarketing [48] #digitalmarketing,#seo [42] #digitalmarketing,#business [39] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G2:
[85] #digitalmarketing,#marketing [51] #marketing,#seo [44] digital,marketing [38] #seo,#digitalmarketing [36] social,media [19] sejournal,#digitalmarketing [16] #digitalmarketing,#seo [16] google,#digitalmarketing [16] #digitalmarketing,#google [15] content,marketing Top Word Pairs in Tweet in G3:
[122] #digitalmarketing,#digital [114] #digital,#marketing [96] gt,gt [75] digital,marketing [68] ryanglass4real,#entreprenuer [66] #digitalmarketing,#marketing [65] #startup,#growthhacking [64] #seo,#digitalmarketing [56] #ideahombre,#motivlite [56] #motivlite,#blogging Top Word Pairs in Tweet in G4:
[26] #digitalmarketing,#onlinemarketing [24] gt,gt [24] #onlineadvertising,#digitalmarketing [24] charlesfrize,myfoodfantasy69 [24] #onlinemarketing,#seo [24] #seo,#digitalmarketingservices [23] myfoodfantasy69,#onlineadvertising [23] #digitalmarketingservices,#onlinemarketingghana [23] #onlinemarketingghana,#onlinemarketingtopeurope [21] digital,marketing Top Word Pairs in Tweet in G5:
[207] اطلب,الآن [207] الآن,مونتاج [207] مونتاج,فيديو [207] فيديو,دعائي [207] دعائي,سينمائي [207] سينمائي,موشن [207] موشن,جرافيكي [207] جرافيكي,وهدية [207] وهدية,العرض [207] العرض,المجانية Top Word Pairs in Tweet in G6:
[27] please,visit [26] digital,marketing [24] digital,business [22] social,media [22] business,needs [22] needs,please [16] #digitalmarketing,#marketing [14] #marketing,#digitalmarketing [14] #socialmediamarketing,#digitalmarketing [14] #contentmarketing,#digitalmarketing Top Word Pairs in Tweet in G7:
[29] digital,marketing [25] 99,free [24] #digitalmarketing,#marketing [23] read,more [22] more,#namasteui [22] #namasteui,#guestblogging [20] #socialmedia,#socialmediamarketing [19] #socialmediamarketing,#digitalmarketing [18] #guestblogging,#guestposting [17] #seo,#digitalmarketing Top Word Pairs in Tweet in G8:
[361] ryanglass4real,#entreprenuer [164] #digitalmarketing,#onlinemarketing [163] #onlinemarketing,#vacation [163] #vacation,#travel [146] #startup,#growthhacking [110] #travel,#emailmarketing [89] #growthhacking,#business [74] #digitalmarketing,#growthhacking [67] #marketing,#womenwhocode [61] #womenwhocode,#design Top Word Pairs in Tweet in G9:
[163] #bbnaija,#wearitforme [163] #wearitforme,#everywhereyougo [163] #freelancer,#freelancing [163] #freelancing,#onlinebusiness [163] #onlinebusiness,#digitalmarketing [162] #digitalmarketing,#digitalmarketing2020 [158] #digitalmarketing2020,#internetmarketing [143] exclusively,fiverr [141] website,blog [141] #everywhereyougo,#freelancer Top Word Pairs in Tweet in G10:
[18] #growthhacking,#digitalmarketing [13] #digitalmarketing,#marketing [10] anatomy,great [10] nomiscom,webdesign [10] webdesign,nomiscom_wd [9] great,#digitalmarketing [9] #digitalmarketing,campaign [9] grow,business [8] 14,#referralmarketing [8] #referralmarketing,examples Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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