The graph represents a network of 5,153 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, 26 September 2021 at 13:15 UTC.
The requested start date was Sunday, 26 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, 2-hour, 15-minute period from Thursday, 23 September 2021 at 17:31 UTC to Saturday, 25 September 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 : 5153
Unique Edges : 3377
Edges With Duplicates : 9909
Total Edges : 13286
Number of Edge Types : 5
Tweet : 4104
Retweet : 3400
MentionsInRetweet : 3951
Mentions : 1775
Replies to : 56
Self-Loops : 4291
Reciprocated Vertex Pair Ratio : 0.0240786240786241
Reciprocated Edge Ratio : 0.0470249520153551
Connected Components : 1984
Single-Vertex Connected Components : 1355
Maximum Vertices in a Connected Component : 1463
Maximum Edges in a Connected Component : 7511
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.419581
Graph Density : 0.000156997130056302
Modularity : 0.366778
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,153 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, 26 September 2021 at 13:15 UTC.
The requested start date was Sunday, 26 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, 2-hour, 15-minute period from Thursday, 23 September 2021 at 17:31 UTC to Saturday, 25 September 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:
[487] #datascience,#ai [484] #javascript,#github [484] #github,#nodejs [484] #nodejs,#cybersecurity [481] #cybersecurity,#devops [479] #devops,#100daysofcode [479] #100daysofcode,#datascience [479] #ai,#bot [372] #nocode,#lowcode [372] #lowcode,#javascript Top Word Pairs in Tweet in G1:
[75] #online,class [74] social,media [61] link,bio [61] #essay,due [59] #marketing,#digitalmarketing [57] #digitalmarketing,#marketing [50] #business,#marketing [47] click,link [41] #socialmedia,#marketing [41] #marketing,#business Top Word Pairs in Tweet in G2:
[455] #datascience,#ai [453] #javascript,#github [453] #github,#nodejs [453] #nodejs,#cybersecurity [450] #cybersecurity,#devops [448] #devops,#100daysofcode [448] #100daysofcode,#datascience [448] #ai,#bot [367] domain,sale [357] domainfq,domain Top Word Pairs in Tweet in G3:
[351] desports,token [351] token,growing [351] growing,fast [351] fast,thanks [351] thanks,community [351] community,over [351] over,5k [351] 5k,tg [351] tg,members [351] members,#desports Top Word Pairs in Tweet in G4:
[107] #zirigozagroup,#e [107] #e,commerce [107] commerce,#marketing [107] #marketing,#enkil [103] #enkil,#8020 [100] #digitalmarketing,#marketing [57] #marketing,#seo [48] digital,marketing [43] #marketing,#digitalmarketing [29] social,media Top Word Pairs in Tweet in G5:
[42] #digital,#marketing [40] #loscabos,#cabosanlucas [39] #cabosanlucas,#cancun [38] #puertovallarta,#loscabos [34] #cancun,#rivieramaya [31] #strategy,#competitiveintelligence [30] #rivieramaya,#mazatlan [28] #competitiveintelligence,#marketing [26] social,media [24] #tourism,#hotelmarketing Top Word Pairs in Tweet in G6:
[24] social,media [18] help,brand [15] help,business [15] business,connected [15] #marketing,#socialmediamarketing [14] media,marketing [14] marketing,help [14] brand,small [14] small,businesses [14] businesses,getting Top Word Pairs in Tweet in G7:
[27] #seonderground,#seo [26] #seo,#marketing [15] ninadelsur_seo,i_republica [15] i_republica,#seonderground [11] wwwhatsnew,#tecnologia [11] vilnis11,#marketing [10] #tecnologia,#marketing [10] #marketing,#internet [9] aleyda,#seonderground [7] importante,ninadelsur_seo Top Word Pairs in Tweet in G8:
[104] #gofounders,#business [104] #ai,#artificialintelligence [103] #business,#inittowinit [103] #inittowinit,#ashmufareh [103] #innovation,#ai [103] #artificialintelligence,#marketing [102] #ashmufareh,#innovation [90] #onpassiveproductlaunch,#gofounders [87] #onpassive,#ofounders [72] #ofounders,#earn Top Word Pairs in Tweet in G9:
[8] #socialmedia,#marketing [7] #marketing,#digital [6] créer,#persona [6] #persona,#marketing [5] #marketing,guide [5] guide,par [5] par,lauriannelmcp [5] lauriannelmcp,#inboundmarketing [5] #marketing,#communication [5] #startup,#digital Top Word Pairs in Tweet in G10:
[13] #advertising,#marketing [4] humans,addicted [4] addicted,media [3] distance,between [3] between,brand [3] brand,consumers [3] consumers,customers [3] customers,space [3] space,#dtc [3] #dtc,brands Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: