The graph represents a network of 1,554 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, 30 January 2019 at 22:46 UTC.
The requested start date was Tuesday, 29 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 12-day, 22-hour, 32-minute period from Tuesday, 15 January 2019 at 02:48 UTC to Monday, 28 January 2019 at 01:21 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 : 1554
Unique Edges : 1646
Edges With Duplicates : 816
Total Edges : 2462
Number of Edge Types : 3
Tweet : 868
Mentions : 1575
Replies to : 19
Self-Loops : 868
Reciprocated Vertex Pair Ratio : 0.0128301886792453
Reciprocated Edge Ratio : 0.0253353204172876
Connected Components : 558
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 465
Maximum Edges in a Connected Component : 1189
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.139089
Graph Density : 0.000556070742806094
Modularity : 0.600059
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[317] social,media [101] socialmedia,socialmediamarketing [66] gt,gt [64] socialmedia,marketing [63] media,marketing [53] digitalmarketing,contentmarketing [51] seo,smm [49] smm,socialmedia [48] socialmedia,smm [44] socialmediamarketing,digitalmarketing Top Word Pairs in Tweet in G1:
[61] social,media [14] business,socialmedia [14] socialmedia,marketing [12] accommodation,center [12] center,valladolid [12] spain,offer [12] offer,socialmedia [11] socialmedia,socialmediamarketing [9] media,marketing [9] socialmedia,smm Top Word Pairs in Tweet in G2:
[47] gt,gt [33] 6,types [33] types,twitter [33] twitter,socialmedia [33] socialmedia,networks [33] networks,infographics [33] infographics,nodexl [33] nodexl,internetofthings [33] internetofthings,digitalmarketing [33] digitalmarketing,analytics Top Word Pairs in Tweet in G3:
[2] drones,respond [2] respond,quickly [2] quickly,emergencies [2] emergencies,intengineering [2] intengineering,tech [2] tech,innovators [2] innovators,rescue [2] top,6 [2] 6,business [2] business,priorities Top Word Pairs in Tweet in G4:
[14] social,media [13] leadership,seo [9] smm,socialmedia [8] marketing,startups [6] smm,marketing [6] blockchain,impact [6] impact,digitalmarketing [6] digitalmarketing,marketing [6] marketing,socialmedia [6] socialmedia,privacy Top Word Pairs in Tweet in G5:
[9] gt,gt [7] social,media [6] contentmarketing,socialmedia [6] seo,socialmedia [5] smm,socialmediamarketing [5] keywords,content [5] affiliate,marketing [5] marketing,success [5] success,affiliatemarketing [5] affiliatemarketing,seo Top Word Pairs in Tweet in G6:
[2] rosatrunk,zoraidapalacios [2] zoraidapalacios,stompemall [2] stompemall,beverleyglazer [2] beverleyglazer,crosstiesbook [2] crosstiesbook,malekalby [2] malekalby,sandroandrine [2] sandroandrine,thalaberatung Top Word Pairs in Tweet in G7:
[22] leadership,seo [17] marketing,startups [16] leaders,socialmedia [15] tech,digital [15] iot,ai [15] ai,ceo [15] ceo,cio [15] growthhacking,personalbranding [15] personalbranding,leaders [14] digital,iot Top Word Pairs in Tweet in G8:
[33] smm,socialmedia [32] social,media [18] smallbusiness,smallbiz [18] smm,thesocialreport [17] socialmedia,smm [15] socialmedia,marketing [10] media,marketing [8] social,jukebox [8] entrepreneur,ecommerce [8] 2019,smm Top Word Pairs in Tweet in G9:
[60] socialmedia,socialmediamarketing [33] socialmediamarketing,digitalmarketing [32] digitalmarketing,contentmarketing [28] contentmarketing,growthhacking [28] marketing,influencermarketing [27] seo,smm [26] smm,ecommerce [26] ecommerce,marketing [23] social,media [22] blogging,infographic Top Word Pairs in Tweet in G10:
[45] social,media [29] socialmedia,socialselling [24] media,marketing [16] top,free [16] free,business [16] business,tools [16] tools,2019 [16] 2019,software [16] software,seo [16] seo,website Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
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: