The graph represents a network of 5,376 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, 09 November 2020 at 12:27 UTC.
The requested start date was Sunday, 08 November 2020 at 01:01 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, 3-hour, 57-minute period from Wednesday, 04 November 2020 at 21:29 UTC to Saturday, 07 November 2020 at 01:27 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 : 5376
Unique Edges : 4001
Edges With Duplicates : 8448
Total Edges : 12449
Number of Edge Types : 5
Retweet : 2561
MentionsInRetweet : 3337
Mentions : 1790
Tweet : 4666
Replies to : 95
Self-Loops : 4925
Reciprocated Vertex Pair Ratio : 0.0282191131135879
Reciprocated Edge Ratio : 0.0548892988929889
Connected Components : 2389
Single-Vertex Connected Components : 1684
Maximum Vertices in a Connected Component : 1571
Maximum Edges in a Connected Component : 6391
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.371434
Graph Density : 0.000150055370985604
Modularity : 0.410864
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,376 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, 09 November 2020 at 12:27 UTC.
The requested start date was Sunday, 08 November 2020 at 01:01 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, 3-hour, 57-minute period from Wednesday, 04 November 2020 at 21:29 UTC to Saturday, 07 November 2020 at 01:27 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 : #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:
[308] social,media [243] #research,paper [232] gt,gt [225] #essay,due [200] #calculus,#statistics [198] due,#assignment [189] #biology,#nursing [189] paper,#dissertation [187] #algebra,#calculus [187] #marketing,#physics Top Word Pairs in Tweet in G1:
[145] #research,paper [132] #essay,due [127] paper,#dissertation [124] #calculus,#statistics [123] ø,ø [118] #marketing,#physics [116] #math,#algebra [116] #project,#marketing [115] #online,class [112] #algebra,#calculus Top Word Pairs in Tweet in G2:
[78] xbond49,psb_dc [78] psb_dc,jblefevre60 [78] jblefevre60,nigewillson [71] spirosmargaris,xbond49 [35] deeplearn007,#ai [34] #ai,thank [34] thank,kdnuggets [34] kdnuggets,spirosmargaris [25] work,spirosmargaris [22] transforming,live Top Word Pairs in Tweet in G3:
[114] #digital,#marketing [106] #digitalmarketing,#digital [48] social,media [44] #digitalmarketing,#marketing [35] email,marketing [34] top,recommended [34] affiliate,programs [33] ãƒ,ム[31] #marketing,#digitalmarketing [31] #marketing,#technews Top Word Pairs in Tweet in G4:
[34] #realestate,agents [32] #marketing,#contentmarketing [31] social,media [28] #contentmarketing,#inboundmarketing [27] #socialmedia,#socialmediamarketing [25] #inboundmarketing,#blog [23] #blog,#mktg [21] agents,investors [20] today,myphillymedia [20] myphillymedia,gmail Top Word Pairs in Tweet in G5:
[37] #digitalmarketing,#marketing [22] #marketing,#digitalmarketing [16] #marketing,#seo [10] digital,marketing [9] #marketing,#mpb2b [9] facebook,linkedin [8] #mpb2b,#digitalmarketing [8] marketingprofs,#digitalmarketing [8] pleased,show [8] show,#socialelbies Top Word Pairs in Tweet in G6:
[108] 100,#udemycoupon [85] #udemycoupon,#codenewbies [34] #codenewbies,#300daysofcode [27] streamacademyrt,smallstreamersr [27] smallstreamersr,sgh_rts [27] #300daysofcode,#freecourse [21] #marketing,#design [20] #freecourse,#100daysofcode [20] #100daysofcode,#development [20] #development,#marketing Top Word Pairs in Tweet in G7:
[51] #digitalmarketing,#bigdata [51] #bigdata,#startups [41] template,#digitalmarketing [32] #startups,#startup [28] #digitalart,#contentmarketing [27] #contentmarketing,#marketing [27] presentation,template [26] #datascience,#ai [25] #ai,#5g [18] powerpoint,presentation Top Word Pairs in Tweet in G8:
[13] #marketing,#marketingdigital [12] social,media [7] cã,mo [6] media,managerðÿ [6] managerðÿ,quã [6] quã,funciones [6] funciones,social [6] media,manager [6] manager,quã [6] quã,necesitas Top Word Pairs in Tweet in G9:
[34] gt,gt [13] #marketing,#digitalmarketing [12] #agency8200,#marketing [9] #marketing,#business [9] #microsoft,#microsoft365 [9] #wordpress,#word [9] #design,#linkedin [9] #linkedin,#twitter [9] #twitter,#youtuber [8] #ai,#iiot Top Word Pairs in Tweet in G10:
[40] looking,marketing [40] marketing,expert [40] expert,visit [40] visit,#marketing [40] #marketing,#promotion [40] #promotion,#ads [40] #ads,dodgers [40] dodgers,ice [40] ice,cube [39] rokzel2,looking Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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: