The graph represents a network of 850 Twitter users whose tweets in the requested range contained "#smm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 January 2019 at 06:40 UTC.
The requested start date was Wednesday, 23 January 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 13-day, 6-hour, 0-minute period from Wednesday, 09 January 2019 at 19:00 UTC to Wednesday, 23 January 2019 at 01:00 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 : 850
Unique Edges : 955
Edges With Duplicates : 735
Total Edges : 1690
Number of Edge Types : 3
Mentions : 1145
Tweet : 541
Replies to : 4
Self-Loops : 541
Reciprocated Vertex Pair Ratio : 0.00968783638320775
Reciprocated Edge Ratio : 0.0191897654584222
Connected Components : 168
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 462
Maximum Edges in a Connected Component : 1207
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.619867
Graph Density : 0.00129979907157209
Modularity : 0.539721
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[256] social,media [125] socialmedia,socialmediamarketing [118] seo,smm [112] socialmedia,smm [92] media,marketing [74] smm,socialmedia [72] socialmediamarketing,digitalmarketing [71] digitalmarketing,contentmarketing [64] smallbusiness,smallbiz [58] ecommerce,marketing Top Word Pairs in Tweet in G1:
[23] contentmarketing,smm [22] seoagency,seoexpert [22] seoexpert,linkbuilding [22] linkbuilding,seoservice [22] seoservice,backlink [22] backlink,backlinks [22] backlinks,seomarketing [22] seomarketing,seotools [22] seotools,contentmarketing [22] smm,sem Top Word Pairs in Tweet in G2:
[32] smallbusiness,smallbiz [18] socialmedia,smm [17] seo,smm [14] smm,iot [14] digitalmarketing,marketing [13] digitalmarketing,smm [12] socialmedia,socialmediamarketing [12] iot,growthhacking [11] growthhacking,seo [10] marketing,growthhacking Top Word Pairs in Tweet in G3:
[14] social,media [11] 4,ways [10] ways,more [10] more,out [10] out,smm [10] smm,1 [10] 1,use [10] use,peak [10] peak,posting [10] posting,times Top Word Pairs in Tweet in G4:
[58] social,media [51] socialmedia,smm [32] infographic,follow [30] smallbusiness,smallbiz [29] leadership,seo [21] branding,smm [21] internet,marketing [21] marketing,tree [21] tree,infographic [21] follow,marketing Top Word Pairs in Tweet in G5:
[35] social,media [30] smm,thesocialreport [24] smm,socialmedia [22] socialmedia,marketing [17] 2019,smm [15] marketing,contentmarketing [13] inboundmarketing,blog [12] socialmedia,socialmediamarketing [11] contentmarketing,inboundmarketing [10] blog,mktg Top Word Pairs in Tweet in G6:
[70] socialmedia,socialmediamarketing [63] seo,smm [54] socialmediamarketing,digitalmarketing [49] digitalmarketing,contentmarketing [47] ecommerce,marketing [46] smm,ecommerce [44] contentmarketing,growthhacking [43] marketing,influencermarketing [35] influencermarketing,blogging [35] blogging,infographic Top Word Pairs in Tweet in G7:
[5] smm,ty [4] education,knowledgeispower [4] knowledgeispower,breaks [4] breaks,down [4] down,five [4] five,incredible [4] incredible,steps [4] steps,smm [4] ty,larrykim [3] topcybernews,education Top Word Pairs in Tweet in G8:
[32] thank,sharing [32] sharing,post [32] post,kangdaniel [32] kangdaniel,grazie [32] grazie,tutti [32] tutti,voi [32] voi,best [32] best,regards [32] regards,italy [32] italy,south Top Word Pairs in Tweet in G9:
[27] social,media [27] media,marketing [20] 5,major [20] major,social [20] marketing,metrics [20] metrics,track [20] track,socialmedia [20] socialmedia,analytics [20] analytics,data [16] mikeschiemer,smm Top Word Pairs in Tweet in G10:
[7] see,details [7] details,gt [7] gt,gt [7] seo,smm [5] robots,tech [5] drive,traffic [5] traffic,website [5] website,see [5] smm,iot [5] iot,analytics Top Replied-To in Entire Graph:
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: