The graph represents a network of 4,623 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, 27 March 2022 at 13:08 UTC.
The requested start date was Sunday, 27 March 2022 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, 1-hour, 58-minute period from Wednesday, 23 March 2022 at 17:48 UTC to Friday, 25 March 2022 at 19:46 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 : 4623
Unique Edges : 3629
Edges With Duplicates : 11057
Total Edges : 14686
Number of Edge Types : 5
Tweet : 3729
Retweet : 3826
MentionsInRetweet : 4807
Mentions : 2145
Replies to : 179
Self-Loops : 4212
Reciprocated Vertex Pair Ratio : 0.0307831598008148
Reciprocated Edge Ratio : 0.0597277119016249
Connected Components : 1734
Single-Vertex Connected Components : 1134
Maximum Vertices in a Connected Component : 1393
Maximum Edges in a Connected Component : 9548
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.979082
Graph Density : 0.000213127353281192
Modularity : 0.344024
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,623 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, 27 March 2022 at 13:08 UTC.
The requested start date was Sunday, 27 March 2022 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, 1-hour, 58-minute period from Wednesday, 23 March 2022 at 17:48 UTC to Friday, 25 March 2022 at 19:46 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:
[546] #affiliate,#affiliatemarketing [544] #blogger,#business [544] #discount,#gifts [490] #gifts,#marketing [430] #rbxs,#rbx [418] #deals,#discount [413] #marketing,#shopping [408] #affiliatemarketing,#deal [404] #iot,#iiot [373] #javascript,#reactjs Top Word Pairs in Tweet in G1:
[74] social,media [61] #socialmedia,#marketing [55] #marketing,#digitalmarketing [52] #sales,#marketing [43] #marketing,#business [38] #digitalmarketing,#marketing [37] #business,#marketing [34] #marketing,#sales [31] digital,marketing [30] learn,more Top Word Pairs in Tweet in G2:
[404] #iot,#iiot [373] #javascript,#reactjs [356] #reactjs,#wordpress [325] #wordpress,#security [298] #security,#defi [297] #iiot,#pytorch [271] #python,#iot [239] #pytorch,#javascript [221] #defi,#ad [143] #finserv,#marketing Top Word Pairs in Tweet in G3:
[54] #strategy,#competitiveintelligence [51] #competitiveintelligence,#marketing [43] #digitalmarketing,#marketing [20] gene,therapy [15] #marketing,#healthcare [15] #healthcare,#pharma [14] #marketing,#seo [14] shared,loop [14] #twitter,find [14] find,more Top Word Pairs in Tweet in G4:
[37] #ai,#artificialintelligence [35] #innovation,#ai [35] #artificialintelligence,#marketing [33] #gofounders,#business [24] #earn,#gofounders [24] #ashmufareh,#innovation [19] #earnmoney,#inspire [18] #onpassive,#ofounders [17] #business,#ashmufareh [16] #marketing,#makemoneyonline Top Word Pairs in Tweet in G5:
[430] #rbxs,#rbx [352] #rbx,#rbxsamurai [266] #rbxsamurai,#bsc [256] #bsc,#bscgem [240] #bscgem,#pancakeswap [230] #pancakeswap,#marketing [230] #marketing,#avax [227] #avax,#scan [220] dex,#rbxs [166] safa_samurai,scan Top Word Pairs in Tweet in G6:
[69] lets,go [69] go,#crypto [69] #crypto,#marketeers [69] #marketeers,show [69] show,#creative [69] #creative,#marketing [69] #marketing,moves [69] moves,#floki [69] #floki,marketing [68] sabreethereum,lets Top Word Pairs in Tweet in G7:
[28] collaborative,efforts [28] efforts,soon [28] soon,feel [28] feel,effects [28] effects,business [28] business,increased [28] increased,sales [28] sales,better [27] effeectagency,collaborative [27] better,br Top Word Pairs in Tweet in G8:
[540] #affiliate,#affiliatemarketing [540] #blogger,#business [540] #discount,#gifts [486] #gifts,#marketing [415] #deals,#discount [412] #marketing,#shopping [402] #affiliatemarketing,#deal [346] #shopping,#socialmedia [342] #deal,#blogger [315] #travel,#twitter Top Word Pairs in Tweet in G9:
[8] infographie,firstlink_bdx [8] #socialmedia,#réseauxsociaux [7] firstlink_bdx,#socialmedia [7] l'algorithme,twitter [7] twitter,ses [7] ses,petits [7] petits,secrets [7] secrets,infographie [5] #relationclient,réclamations [5] réclamations,passent Top Word Pairs in Tweet in G10:
[7] happy,thursday [7] thursday,always [7] always,look [7] look,bright [7] bright,side [7] side,#bekind [7] #bekind,#thursdaythoughts [7] #thursdaythoughts,#branding [7] #branding,#strategy [7] #strategy,#insurance Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: