The graph represents a network of 5,316 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 Wednesday, 17 July 2019 at 21:28 UTC.
The requested start date was Tuesday, 16 July 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 11-hour, 50-minute period from Monday, 15 July 2019 at 12:10 UTC to Tuesday, 16 July 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 : 5316
Unique Edges : 5146
Edges With Duplicates : 1757
Total Edges : 6903
Number of Edge Types : 3
Mentions : 4061
Tweet : 2782
Replies to : 60
Self-Loops : 2782
Reciprocated Vertex Pair Ratio : 0.0177276390008058
Reciprocated Edge Ratio : 0.0348376880443389
Connected Components : 2256
Single-Vertex Connected Components : 1371
Maximum Vertices in a Connected Component : 550
Maximum Edges in a Connected Component : 1078
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.0435
Graph Density : 0.0001341023424908
Modularity : 0.656304
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[740] social,media [275] grazie,ai [274] ai,#socialmedia [272] #socialmedia,bugie [272] han,retto [272] retto,1minuto [272] 1minuto,lui [272] lui,che [272] che,tanto [272] tanto,li Top Word Pairs in Tweet in G1:
[296] social,media [88] #socialmedia,#seo [84] #contentmarketing,#socialmedia [75] #visualcontenting,#contentmarketing [58] #socialmedia,#marketing [50] #marketing,#socialmedia [46] check,out [33] e,book [33] #iartg,#flbiz [30] free,book Top Word Pairs in Tweet in G2:
[273] grazie,ai [273] ai,#socialmedia [272] #socialmedia,bugie [272] han,retto [272] retto,1minuto [272] 1minuto,lui [272] lui,che [272] che,tanto [272] tanto,li [272] li,usa Top Word Pairs in Tweet in G3:
[15] social,media [13] gt,gt [12] #marketingdigital,#socialmedia [11] #communitymanager,#marketing [11] #marketing,#marketingdigital [11] #socialmedia,#seo [10] et,vous [10] vous,pensez [10] pensez,vous [10] vous,d'un Top Word Pairs in Tweet in G4:
[52] gt,gt [32] social,media [19] #socialmedia,#marketing [17] #socialmedia,#socialmediamarketing [11] alan,turing [11] 50,note [11] note,gt [9] media,marketing [8] #digitalmarketing,#socialmedia [7] #socialmedia,#seo Top Word Pairs in Tweet in G5:
[10] top,#socialmedia [8] #socialmedia,#influencers [6] link,gt [5] mercer,jaypalter [5] social,competitive [5] competitive,analysis [5] analysis,evaluates [5] evaluates,competitor [5] competitor,s [5] s,social Top Word Pairs in Tweet in G6:
[71] #art,#travel [61] scott,hefti [61] hefti,#art [61] #travel,#love [61] #love,#socialmedia [55] mezquita,córdoba [55] córdoba,scott [54] havenlust,mezquita [10] incredible,#illustration [10] #illustration,belhoula Top Word Pairs in Tweet in G7:
[9] #trending,today [9] new,#followers [9] #followers,today [9] today,#smm [9] #smm,#socialmedia [9] #socialmedia,#trackalytics [7] fake,accounts [6] retweet,share [6] share,twitter [6] twitter,more Top Word Pairs in Tweet in G8:
[54] #fio,#socialmedia [53] token,#fio [52] fio_social,today [52] today,socialize [52] socialize,earn [48] join,fio_social [46] earn,fster [46] fster,token [46] #socialmedia,#tron [46] #tron,#trx Top Word Pairs in Tweet in G9:
[28] president,realdonaldtrump [23] msm,reporters [23] reporters,afraid [23] afraid,president [23] realdonaldtrump,invited [23] invited,whitehouse [23] whitehouse,#socialmedia [22] davidjharrisjr,msm [22] #socialmedia,summ [5] #socialmedia,summit Top Word Pairs in Tweet in G10:
[36] ttcm,myarknet [35] #ar,#socialmedia [25] monetized,#ar [25] platform,individual [25] individual,floating [25] floating,blocks [24] private,secure [23] #socialmedia,#advertising [23] #advertising,platform [23] blocks,private Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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