The graph represents a network of 4,922 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 November 2019 at 15:43 UTC.
The requested start date was Sunday, 24 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 49-minute period from Thursday, 21 November 2019 at 17:11 UTC to Friday, 22 November 2019 at 21:00 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 : 4922
Unique Edges : 5227
Edges With Duplicates : 2425
Total Edges : 7652
Number of Edge Types : 3
Mentions : 4785
Tweet : 2765
Replies to : 102
Self-Loops : 2765
Reciprocated Vertex Pair Ratio : 0.0369475971987443
Reciprocated Edge Ratio : 0.0712622263623661
Connected Components : 1825
Single-Vertex Connected Components : 1140
Maximum Vertices in a Connected Component : 1313
Maximum Edges in a Connected Component : 2896
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.325081
Graph Density : 0.000177282989148085
Modularity : 0.617508
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,922 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 November 2019 at 15:43 UTC.
The requested start date was Sunday, 24 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 49-minute period from Thursday, 21 November 2019 at 17:11 UTC to Friday, 22 November 2019 at 21:00 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 : #SocialMedia
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:
[838] social,media [203] gt,gt [197] #socialmedia,#marketing [142] #marketing,#socialmedia [138] #socialmedia,#socialmediamarketing [122] #socialmedia,#seo [113] #contentmarketing,#socialmedia [96] #visualcontenting,#contentmarketing [95] #seo,#socialmedia [76] #socialmedia,#contentmarketing Top Word Pairs in Tweet in G1:
[318] social,media [78] #socialmedia,#marketing [62] #marketing,#socialmedia [43] #iartg,#flbiz [40] #socialmedia,#socialmediamarketing [40] #flbiz,#blogquirky [38] #copywriting,book [38] free,#iartg [37] free,book [34] media,marketing Top Word Pairs in Tweet in G2:
[127] gt,gt [30] social,media [26] mikequindazzi,gt [24] smart,glasses [24] glasses,meant [24] meant,everyday [24] everyday,use [24] use,main [24] main,purpose [24] purpose,make Top Word Pairs in Tweet in G3:
[26] social,media [26] #marketing,#contentmarketing [25] #contentmarketing,#inboundmarketing [25] #inboundmarketing,#blog [25] #socialmedia,#socialmediamarketing [24] #blog,#mktg [24] #mktg,#socialmedia [24] #socialmediamarketing,#smm [22] #smm,#growthhacking [22] #growthhacking,#website Top Word Pairs in Tweet in G4:
[28] #socialmedia,#socialmediamarketing [24] gt,gt [23] #socialmediamarketing,#digitalmarketing [21] #socialmedia,#marketing [20] social,media [19] #digitalmarketing,#growthhacking [17] pros,cons [17] #growthhacking,#contentmarketing [16] #contentmarketing,#seo [16] #seo,#smm Top Word Pairs in Tweet in G5:
[35] social,media [17] media,audit [16] top,100 [15] digitalscoutings,top [15] 100,#socialmedia [15] #socialmedia,marketing [15] marketing,#influencer [15] #influencer,ranking [15] ranking,thank [15] thank,inspiration Top Word Pairs in Tweet in G6:
[6] need,know [6] social,media [4] 25,#socialmedia [4] #socialmedia,keynote [4] keynote,speakers [4] speakers,need [4] know,johnrampton [4] johnrampton,inc [4] #smm,#socialmedia [3] 15,minutes Top Word Pairs in Tweet in G7:
[22] thoughts,one [22] one,y'all [18] #marketing,news [13] daily,twitter [13] twitter,#socialmedia [13] #socialmedia,action [13] action,plan [13] plan,set [13] set,timer [13] timer,15 Top Word Pairs in Tweet in G8:
[57] #seo,#socialmedia [57] #socialmedia,#contentmarketing [52] #infographicb2b,#seo [46] #ian1,#iartg [46] #iartg,#asmsg [46] #asmsg,#author [44] #author,#amwriting [43] #retweet,#follow [43] #follow,#ian1 [36] #amwriting,#mgwv Top Word Pairs in Tweet in G9:
[11] #marketingdigital,#socialmedia [9] community,manager [6] redes,sociales [5] funnel,ventas [5] 20,guías [5] guías,manuales [5] manuales,comunicación [5] comunicación,administraciones [5] administraciones,públicas [5] públicas,comunicación Top Word Pairs in Tweet in G10:
[12] #cybersecurity,#infosec [11] easy_branches,stevekrohn [11] stevekrohn,janankerstjerne [10] morons,use [10] use,public [10] public,wifi [10] wifi,sorry [10] sorry,sorry [10] sorry,#cybersecurity [10] #infosec,#cybersecuritymonth 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 G6:
Top Replied-To in G10:
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: