The graph represents a network of 5,552 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, 14 February 2021 at 12:18 UTC.
The requested start date was Sunday, 14 February 2021 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, 2-hour, 28-minute period from Thursday, 11 February 2021 at 19:10 UTC to Saturday, 13 February 2021 at 21:38 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 : 5552
Unique Edges : 4226
Edges With Duplicates : 8942
Total Edges : 13168
Number of Edge Types : 5
Tweet : 4079
Retweet : 3161
MentionsInRetweet : 3818
Mentions : 2036
Replies to : 74
Self-Loops : 4442
Reciprocated Vertex Pair Ratio : 0.0325431034482759
Reciprocated Edge Ratio : 0.0630348570235859
Connected Components : 2202
Single-Vertex Connected Components : 1476
Maximum Vertices in a Connected Component : 1846
Maximum Edges in a Connected Component : 7387
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.628678
Graph Density : 0.000155455283130438
Modularity : 0.410037
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,552 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, 14 February 2021 at 12:18 UTC.
The requested start date was Sunday, 14 February 2021 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, 2-hour, 28-minute period from Thursday, 11 February 2021 at 19:10 UTC to Saturday, 13 February 2021 at 21:38 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:
[294] social,media [229] domainfq,domain [227] domain,sale [226] #digitalmarketing,#marketing [149] #marketing,#seo [144] #marketing,#digitalmarketing [143] #socialmedia,#marketing [143] #marketing,#socialmediamarketing [143] #digitalmarketing,#bigdata [139] #100daysofcode,#javascript Top Word Pairs in Tweet in G1:
[78] social,media [70] #essay,due [52] #online,class [51] #research,paper [50] #math,#algebra [50] #algebra,#calculus [46] #marketing,#business [46] #socialmedia,#marketing [42] #business,#marketing [41] #marketing,#physics Top Word Pairs in Tweet in G2:
[43] #insurtech,#proptech [36] wef,enricomolinari [35] #fintech,#finserv [34] #finserv,#insurtech [28] enricomolinari,#5g [27] #blockchain,#marketing [25] techinsider,enricomolinari [24] #iot,#marketing [24] #5g,#iot [24] #digitalmarketing,#bigdata Top Word Pairs in Tweet in G3:
[219] domainfq,domain [214] domain,sale [135] #100daysofcode,#javascript [91] #python,#apple [90] #javascript,#python [90] #apple,#vr [76] #vr,#microsoft [56] #business,#startup [52] #media,#news [38] free,web Top Word Pairs in Tweet in G4:
[108] #digitalmarketing,#bigdata [63] #marketing,#contentmarketing [60] #bigdata,#startups [59] template,#digitalmarketing [58] social,media [58] #digitalmarketing,#marketing [58] #marketing,#seo [55] presentation,template [49] powerpoint,presentation [47] #contentmarketing,#inboundmarketing Top Word Pairs in Tweet in G5:
[20] #socialmedia,#marketing [18] #marketing,video [17] co,mz68igfn5j [17] mz68igfn5j,#empowering [17] #empowering,#engaging [17] #engaging,#community [17] #community,run [17] run,#artists [17] #artists,#artists [17] #artists,#organic Top Word Pairs in Tweet in G6:
[61] link,bio [45] click,link [36] #marketing,job [33] thermo,fisher [32] fisher,scientific [20] bio,see [18] latest,#marketing [18] bio,apply [16] see,latest [14] see,more Top Word Pairs in Tweet in G7:
[5] #digital,#marketing [3] #search,#marketing [3] #marketing,#newgtld [3] #newgtld,#domains [3] #marketing,#trends [3] #trends,2021 [3] 2021,forbes [3] forbes,usdataart [3] usdataart,eduardovalentei [3] eduardovalentei,mrspaznanski Top Word Pairs in Tweet in G8:
[125] #zirigozagroup,#e [123] #e,commerce [123] commerce,#marketing [123] #marketing,#enkil [123] #enkil,#8020 [64] #contentmarketing,#socialmedia [63] #visualcontenting,#contentmarketing [63] #socialmedia,#seo [48] #marketing,#seo [45] #zirigozagroup,#marketing Top Word Pairs in Tweet in G9:
[6] social,media [5] wearearticulate,#marketing [4] #marketing,#socialmedia [4] b2community,#marketing [3] wearearticulate,mstibbe [3] #socialmedia,#marketing [3] #digital,#marketing [3] b2community,#techpr [3] #techpr,#pr [3] bio,link Top Word Pairs in Tweet in G10:
[18] today,myphillymedia [18] myphillymedia,gmail [15] gmail,#socialmedia [14] contact,today [11] help,navigate [11] navigate,road [11] road,success [11] success,contact [10] #marketing,#sethgodin [10] #sethgodin,sempre Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: