The graph represents a network of 4,273 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 Monday, 04 May 2020 at 11:28 UTC.
The requested start date was Sunday, 03 May 2020 at 00:01 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, 54-minute period from Thursday, 30 April 2020 at 18:34 UTC to Friday, 01 May 2020 at 21:29 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 : 4273
Unique Edges : 2992
Edges With Duplicates : 6353
Total Edges : 9345
Number of Edge Types : 5
Mentions : 1646
Tweet : 2869
MentionsInRetweet : 2630
Retweet : 2159
Replies to : 41
Self-Loops : 3057
Reciprocated Vertex Pair Ratio : 0.0311831244267808
Reciprocated Edge Ratio : 0.0604802846131041
Connected Components : 1754
Single-Vertex Connected Components : 1099
Maximum Vertices in a Connected Component : 1097
Maximum Edges in a Connected Component : 4484
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.928342
Graph Density : 0.000184778826373422
Modularity : 0.422075
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 4,273 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 Monday, 04 May 2020 at 11:28 UTC.
The requested start date was Sunday, 03 May 2020 at 00:01 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, 54-minute period from Thursday, 30 April 2020 at 18:34 UTC to Friday, 01 May 2020 at 21:29 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:
[206] #frizemedia,charlesfrize [194] charlesfrize,reading [149] #growthhacking,#onlineadvertising [147] #onlineadvertising,#seo [147] #seo,#onlinemarketingtopeurope [139] #digitalmarketing,#marketing [135] social,media [133] charlesfrize,#digitalmarketingservices [129] #digitalmarketingservices,#growthhacking [129] #onlinemarketingtopeurope,#marketing Top Word Pairs in Tweet in G1:
[49] social,media [41] #socialmedia,#marketing [40] covid,19 [38] #socialmedia,#seo [35] #marketing,#digitalmarketing [33] #sales,#marketing [31] #visualcontenting,#contentmarketing [31] #contentmarketing,#socialmedia [28] #marketing,#business [27] #marketing,#socialmedia Top Word Pairs in Tweet in G2:
[89] ty,theb1m [89] theb1m,enricomolinari [89] enricomolinari,#smartcities [85] #smartcities,#fintech [34] singapore's,robinson [34] robinson,tower [34] tower,integrates [34] integrates,trees [34] trees,within [34] within,structure Top Word Pairs in Tweet in G3:
[67] #zirigozagroup,#e [67] #e,commerce [67] commerce,#marketing [67] #marketing,#enkil [67] #enkil,#8020 [52] #marketing,#seo [35] #digitalmarketing,#marketing [26] #zirigozagroup,#marketing [24] influencer,marketing [21] #marketing,#influencer Top Word Pairs in Tweet in G4:
[21] gt,gt [13] #digitalmarketing,#marketing [13] content,marketing [9] #socialmedia,#marketing [8] #rt,startgrowthhack [8] #smm,#socialmedia [8] #marketing,#business [7] #socialmedia,#digitalmarketing [7] #digitalmarketing,#contentmarketing [7] gt,hollychessman Top Word Pairs in Tweet in G5:
[52] make,email [52] email,marketing [52] marketing,successful [50] #startup,#growthhacking [50] #growthhacking,#business [45] #contentmarketing,#defstar5 [45] ryanglass4real,#entreprenuer [43] #digitalmarketing,#contentmarketing [41] #business,#digitalmarketing [38] iam__network,make Top Word Pairs in Tweet in G6:
[204] #frizemedia,charlesfrize [194] charlesfrize,reading [149] #growthhacking,#onlineadvertising [147] #onlineadvertising,#seo [147] #seo,#onlinemarketingtopeurope [133] charlesfrize,#digitalmarketingservices [129] #digitalmarketingservices,#growthhacking [129] #onlinemarketingtopeurope,#marketing [129] #marketing,#onlinemarketingghana [38] charlesfrize,dynamicfrize Top Word Pairs in Tweet in G7:
[20] #digitalmarketing,#onlinemarketing [20] #marketing,#marketingtips [19] #onlinemarketing,#marketing [19] #marketingtips,#onlinebusiness [16] #hris,#digitalmarketing [16] #digitalmarketing,#marketing [15] #conversionsrates,#hris [11] #marketing,#digitalmarketing [10] #onlinebusiness,#smm [10] click,link Top Word Pairs in Tweet in G8:
[51] تطبيق,تريلو [51] تريلو,مجاني [51] مجاني,ومتاح [51] ومتاح,على [51] على,كل [51] كل,أجهزة [51] أجهزة,#الهواتف_الذكية [51] #الهواتف_الذكية,رابط [51] رابط,الموقع [51] الموقع,#marketing Top Word Pairs in Tweet in G9:
[4] #marketing,age [4] age,uncertainty [4] uncertainty,strategies [4] strategies,reduce [4] reduce,risk [4] risk,login [4] login,req'd [4] req'd,#accounting [4] ademolaabimbola,mauconline [3] read,more Top Word Pairs in Tweet in G10:
[11] #marketing,#affiliatemarketing [10] social,media [8] check,video [6] #onlinemarketing,#marketing [6] wearearticulate,#marketing [5] #internetmarketing,#marketing [5] #affiliatemarketing,#onlinemarketing [5] #onlinebusiness,#homebusiness [5] #marketing,#onlinemarketing [5] divvyhq,#contentmarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
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: