The graph represents a network of 5,862 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, 16 May 2021 at 13:18 UTC.
The requested start date was Sunday, 16 May 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, 16-minute period from Wednesday, 12 May 2021 at 17:36 UTC to Friday, 14 May 2021 at 19:52 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 : 5862
Unique Edges : 4432
Edges With Duplicates : 8506
Total Edges : 12938
Number of Edge Types : 5
Tweet : 4339
Retweet : 2820
MentionsInRetweet : 3478
Mentions : 2202
Replies to : 99
Self-Loops : 4551
Reciprocated Vertex Pair Ratio : 0.0394849785407725
Reciprocated Edge Ratio : 0.0759702725020644
Connected Components : 2476
Single-Vertex Connected Components : 1721
Maximum Vertices in a Connected Component : 1967
Maximum Edges in a Connected Component : 7205
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.30122
Graph Density : 0.000140989444361298
Modularity : 0.425298
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,862 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, 16 May 2021 at 13:18 UTC.
The requested start date was Sunday, 16 May 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, 16-minute period from Wednesday, 12 May 2021 at 17:36 UTC to Friday, 14 May 2021 at 19:52 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:
[301] social,media [239] #digitalmarketing,#marketing [231] #marketing,#digitalmarketing [154] #business,#marketing [150] digital,marketing [145] #essay,due [140] #marketing,#seo [132] commerce,#marketing [126] #zirigozagroup,#e [126] #e,commerce Top Word Pairs in Tweet in G1:
[100] social,media [93] #essay,due [83] #digitalmarketing,#marketing [71] #business,#marketing [64] link,bio [63] #marketing,#business [59] #marketing,#digitalmarketing [58] #paper,pay [55] #paper,write [54] #do,homework Top Word Pairs in Tweet in G2:
[60] wef,enricomolinari [35] #strategy,#competitiveintelligence [29] #competitiveintelligence,#marketing [23] #finserv,#insurtech [23] digital,influencers [22] #fintech,#finserv [19] #ai,#iot [19] #blockchain,#marketing [19] #marketing,#govtech [18] #ai,#marketing Top Word Pairs in Tweet in G3:
[75] #digitalmarketing,#marketing [61] #marketing,#digitalmarketing [56] domainfq,domain [53] #javascript,#python [39] domain,sale [39] #100daysofcode,#javascript [37] social,media [37] #python,#apple [37] #apple,#vr [33] #marketing,#seo Top Word Pairs in Tweet in G4:
[70] group,buy [62] euro,month [62] note,offer [62] offer,available [62] available,50 [62] 50,year [59] #seo,#marketing [56] one,month [56] month,#seo [51] year,coupon Top Word Pairs in Tweet in G5:
[10] #marketing,#ventas [9] estás,pensando [9] pensando,digitalizar [9] digitalizar,negocio [9] negocio,esperamos [9] esperamos,dsalesdays [9] dsalesdays,congreso [9] congreso,referente [9] referente,#marketing [8] daveespadas,estás Top Word Pairs in Tweet in G6:
[121] #zirigozagroup,#e [121] #e,commerce [121] commerce,#marketing [121] #marketing,#enkil [119] #enkil,#8020 [45] #marketing,#seo [44] #zirigozagroup,#marketing [28] #marketing,#contentmarketing [24] #startup,#growthhacking [23] #contentmarketing,#inboundmarketing Top Word Pairs in Tweet in G7:
[13] #marketing,#digitalmarketing [12] #facebook,#marketing [9] social,media [8] check,#madeonfiverr [8] #madeonfiverr,#raselislam_ [8] #raselislam_,#instagram [8] #instagram,#socialmedia [7] #socialmedia,#digitalmarketing [7] #digitalmarketing,#facebook [7] #marketing,#branding Top Word Pairs in Tweet in G8:
[21] today,myphillymedia [19] contact,today [19] myphillymedia,gmail [16] come,share [16] share,dream [16] dream,#promo [16] #promo,#advertising [16] #advertising,#wordpress [16] #wordpress,#fashion [16] #fashion,#music Top Word Pairs in Tweet in G9:
[32] #getmoreinsights,#coolerdata [32] #coolerdata,#data [11] kahli,bree [11] bree,adams [9] #productmanagement,#estonia [9] #estonia,#baltics [8] #designthinking,#productmanagement [8] #baltics,#latvia [7] gt,gt [6] interesting,careers Top Word Pairs in Tweet in G10:
[21] #affiliatemarketing,check [19] #essay,due [18] #affiliate,#referral [16] check,website [16] #referral,#cashback [16] #cashback,#crypto [16] #crypto,#shopping [16] #shopping,#travel [16] #travel,#business [16] #bitcoin,#dogecoin Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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:
Top Mentioned in G5:
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:
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: