The graph represents a network of 5,083 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 Tuesday, 23 April 2019 at 21:28 UTC.
The requested start date was Tuesday, 23 April 2019 at 00:01 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 9-hour, 18-minute period from Monday, 22 April 2019 at 14:42 UTC to Tuesday, 23 April 2019 at 00:01 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 : 5083
Unique Edges : 4699
Edges With Duplicates : 2911
Total Edges : 7610
Number of Edge Types : 3
Mentions : 4373
Tweet : 3127
Replies to : 110
Self-Loops : 3127
Reciprocated Vertex Pair Ratio : 0.0150680962039988
Reciprocated Edge Ratio : 0.0296888381387382
Connected Components : 2191
Single-Vertex Connected Components : 1398
Maximum Vertices in a Connected Component : 946
Maximum Edges in a Connected Component : 2585
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.225063
Graph Density : 0.000135608017495951
Modularity : 0.55993
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[731] social,media [202] #socialmedia,#marketing [139] #marketing,#socialmedia [130] #socialmedia,#seo [127] daily,thanks [101] #contentmarketing,#socialmedia [97] check,out [95] #socialmedia,#socialmediamarketing [94] https,t [94] t,co Top Word Pairs in Tweet in G1:
[342] social,media [102] #socialmedia,#seo [94] #contentmarketing,#socialmedia [92] #visualcontenting,#contentmarketing [82] #socialmedia,#marketing [40] check,out [40] #marketing,#socialmedia [38] #amwriting,#socialmedia [31] media,marketing [28] #socialmedia,#srudukfollow Top Word Pairs in Tweet in G2:
[16] tripletsfan19,cynthia_lardner [15] cynthia_lardner,tom__coleman [13] mitadance,ninscrystal [11] #topcasestudy,#cybersecurity [11] #ai,#marketing [11] dunaisiaka,vinsonkikon [11] vinsonkikon,jilliemary [11] robindavidman,felixnater [10] #yourmustread,#influencerpromotion [10] #influencerpromotion,#topcasestudy Top Word Pairs in Tweet in G3:
[13] sur,les [12] social,media [11] l'#ia,et [8] #socialmedia,comment [8] réseaux,sociaux [7] anthonyrochand,#socialmedia [7] pour,les [7] sur,instagram [6] comment,mesurer [6] mesurer,valeur Top Word Pairs in Tweet in G4:
[40] social,media [24] #socialmedia,marketing [21] digitalscoutings,top [21] top,100 [21] 100,#socialmedia [21] marketing,#influencer [21] #influencer,ranking [21] ranking,out [21] out,thank [17] media,marketing Top Word Pairs in Tweet in G5:
[29] social,media [10] #socialmedia,#smm [9] facebook,groups [8] check,out [8] new,facebook [6] #socialmedia,#marketing [6] another,example [6] example,dark [6] dark,side [6] side,#socialmedia Top Word Pairs in Tweet in G6:
[19] #socialmedia,networks [17] 6,types [15] networks,#infographics [15] #infographics,nodexl [13] types,#twitter [13] #twitter,#socialmedia [13] nodexl,#internetofthings [13] #internetofthings,#digitalmarketing [10] new,#ai [10] #ai,#software Top Word Pairs in Tweet in G7:
[76] fake,news [76] news,use [76] use,vpn [76] vpn,12 [76] 12,midnight [76] midnight,army [76] army,police [76] police,arrest [76] arrest,#fakenews [76] #fakenews,#socialmedia Top Word Pairs in Tweet in G8:
[49] #socialmedia,#digitalmarketing [28] social,media [27] #socialmedia,#socialmediamarketing [20] #webdevelopment,#socialmedia [20] #digitalmarketing,#contentmarketing [15] #socialmediamarketing,#digitalmarketing [14] #growthhacking,#startup [14] #seo,#smm [14] #analytics,#python [14] #python,#rstats Top Word Pairs in Tweet in G9:
[16] thoughts,one [16] one,y'all [11] #socialmedia,manager [11] manager,know [11] know,now [11] now,cktechrick [11] cktechrick,gives [11] gives,#tips [11] #tips,improve [11] improve,#twitter Top Word Pairs in Tweet in G10:
[22] social,media [22] #smallbusiness,#smallbiz [21] #digitalmarketing,#seoppc [20] #seoppc,#ppc [20] #ppc,#seo [20] #seo,#smo [20] #smo,#sem [18] #sem,#socialmedia [14] #socialmedia,#srudukfollow [9] #socialmedia,#socialmediamarketing 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 G9:
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: