The graph represents a network of 4,635 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, 07 November 2021 at 13:14 UTC.
The requested start date was Sunday, 07 November 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 3-day, 1-hour, 50-minute period from Wednesday, 03 November 2021 at 17:55 UTC to Saturday, 06 November 2021 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 : 4635
Unique Edges : 3555
Edges With Duplicates : 10489
Total Edges : 14044
Number of Edge Types : 5
Retweet : 3826
MentionsInRetweet : 4662
Tweet : 3716
Mentions : 1756
Replies to : 84
Self-Loops : 3904
Reciprocated Vertex Pair Ratio : 0.0243437764606266
Reciprocated Edge Ratio : 0.0475304815044431
Connected Components : 1538
Single-Vertex Connected Components : 1086
Maximum Vertices in a Connected Component : 2151
Maximum Edges in a Connected Component : 10479
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.260473
Graph Density : 0.00022529411846867
Modularity : 0.36482
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,635 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, 07 November 2021 at 13:14 UTC.
The requested start date was Sunday, 07 November 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 3-day, 1-hour, 50-minute period from Wednesday, 03 November 2021 at 17:55 UTC to Saturday, 06 November 2021 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:
[330] domainfq,domain [320] social,media [312] #mxs,#marketing [274] #marketing,#cryypto [270] bone,leash [269] leash,shib [256] #cryypto,#samurai [256] #samurai,bone [242] #javascript,#github [242] #github,#nodejs Top Word Pairs in Tweet in G1:
[71] social,media [45] #marketing,#business [43] #business,#marketing [36] #marketing,#branding [35] #digitalmarketing,#marketing [32] #essay,due [31] #socialmedia,#marketing [31] link,bio [31] #sales,#marketing [31] #marketing,#seo Top Word Pairs in Tweet in G2:
[125] social,media [102] #marketing,#digitalmarketing [81] #zirigozagroup,#e [81] #e,commerce [79] commerce,#marketing [77] #marketing,#enkil [76] #enkil,#8020 [70] #puertovallarta,#loscabos [70] #loscabos,#cabosanlucas [64] #digital,#marketing Top Word Pairs in Tweet in G3:
[299] domainfq,domain [216] domain,sale [215] #100daysofcode,#javascript [207] #javascript,#github [207] #github,#nodejs [207] #nodejs,#cybersecurity [206] #datascience,#ai [204] #devops,#100daysofcode [203] #cybersecurity,#devops [203] #100daysofcode,#datascience Top Word Pairs in Tweet in G4:
[30] #javascript,#github [30] #github,#nodejs [30] #nodejs,#cybersecurity [30] #cybersecurity,#devops [30] #devops,#100daysofcode [30] #100daysofcode,#datascience [30] #datascience,#ai [30] #ai,#bot [16] imantovani65,#hclswlobp [16] #hclswlobp,#nocode Top Word Pairs in Tweet in G5:
[22] super,game [22] game,talk [22] talk,video [22] video,alpha [22] alpha,#1 [22] #1,indie [22] indie,video [22] video,game [22] game,review [22] review,show Top Word Pairs in Tweet in G6:
[12] wwwhatsnew,#tecnologia [10] #tecnologia,#marketing [9] #marketing,#internet [6] black,friday [6] desmarketinges,sepulestrella [6] sepulestrella,hedwigkudo [6] hedwigkudo,richartasanchez [6] richartasanchez,alfchoice [6] alfchoice,activithink [6] activithink,perbea123 Top Word Pairs in Tweet in G7:
[61] #anitta,#marketing [60] você,convidaria [60] convidaria,anitta [60] anitta,fazer [60] fazer,seu [60] seu,conselho [60] conselho,#anitta [59] forbesbr,você [3] mais,lidas [3] lidas,semama Top Word Pairs in Tweet in G8:
[8] #marketing,#advertising [7] #advertising,#marketing [4] #marketing,review [4] agencies,clients [3] several,years [3] years,ago [3] #advertising,#business [3] charles,duhigg [3] tv,commercials [3] #branding,#marketing Top Word Pairs in Tweet in G9:
[10] #fridaymotivation,#craftbizparty [10] #esports,#women [10] #women,#zelda [10] #usa,#realestate [10] #realestate,#btc [10] #btc,#cosplay [8] happy,#screenshotsaturday [8] #screenshotsaturday,#indiedev [8] #indiedev,worked [8] worked,week Top Word Pairs in Tweet in G10:
[311] #mxs,#marketing [273] #marketing,#cryypto [269] bone,leash [268] leash,shib [255] #cryypto,#samurai [255] #samurai,bone [239] shib,#ada [215] #ada,#shib [198] co,ezfwzj7ofb [197] ezfwzj7ofb,#mxs Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
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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:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: