The graph represents a network of 3,773 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, 07 November 2021 at 15:19 UTC.
The requested start date was Sunday, 07 November 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 1-day, 6-hour, 30-minute period from Friday, 05 November 2021 at 17:30 UTC to Sunday, 07 November 2021 at 00:00 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 : 3773
Unique Edges : 2551
Edges With Duplicates : 9139
Total Edges : 11690
Number of Edge Types : 5
Tweet : 4887
Mentions : 1267
Retweet : 2435
MentionsInRetweet : 2960
Replies to : 141
Self-Loops : 5009
Reciprocated Vertex Pair Ratio : 0.0242672549637567
Reciprocated Edge Ratio : 0.0473846153846154
Connected Components : 1378
Single-Vertex Connected Components : 933
Maximum Vertices in a Connected Component : 1149
Maximum Edges in a Connected Component : 7617
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.561973
Graph Density : 0.000228362543596166
Modularity : 0.315286
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,773 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, 07 November 2021 at 15:19 UTC.
The requested start date was Sunday, 07 November 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 1-day, 6-hour, 30-minute period from Friday, 05 November 2021 at 17:30 UTC to Sunday, 07 November 2021 at 00:00 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:
[2269] #facebook,#instagram [2255] #twitter,#facebook [2038] #gift,#gifts [1985] #deal,#gift [1866] #socialmedia,#pinterest [1194] #tumblr,#twitter [1054] #linkedin,#twitter [1031] #gifts,#giftideas [998] #dogecoin,#socialmedia [992] #instagram,#dogecoin Top Word Pairs in Tweet in G1:
[227] social,media [56] #socialmedia,#srudukfollow [49] follow,#socialmedia [44] shalom,mhncb [44] mhncb,follow [44] #socialmedia,#subscribe [44] help,reach [41] #socialmedia,#marketing [33] #youtube,channel [32] #subscribe,#youtube Top Word Pairs in Tweet in G2:
[233] #digital,#usa [220] #datascience,#finserv [202] #ehealth,#datascience [172] #usa,#tech [151] #finserv,#machinelearning [142] #cloud,#ehealth [137] #tech,#cloud [121] #100daysofcode,#javascript [115] domainfq,domain [109] #machinelearning,#bigdata Top Word Pairs in Tweet in G3:
[235] በዚ,ሰአት [235] ሰአት,ዝም [235] ዝም,ማለት [235] ማለት,አይበጅም [235] አይበጅም,መፃፍ [235] መፃፍ,ባትፈልጉ [235] ባትፈልጉ,እንኳን [235] እንኳን,#retweet [235] #retweet,አድርጉ [235] አድርጉ,የ Top Word Pairs in Tweet in G4:
[119] #creativemarket,#design [114] #socialmedia,#socialmediamarketing [113] social,media [94] #seo,#socialmedia [94] #socialmedia,#contentmarketing [80] #infographicb2b,#seo [77] #design,#designthinking [69] #brochure,#creativemarket [59] #socialmedia,#marketing [56] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G5:
[56] social,media [15] follow,#socialmedia [15] #socialmedia,#subscribe [15] help,reach [12] shalom,mhncb [12] mhncb,follow [12] #subscribe,#youtube [12] #youtube,channel [9] channel,#iuicmobilealabama [9] #iuicmobilealabama,help Top Word Pairs in Tweet in G6:
[8] social,media [7] celinebeckrich,#discéline [7] socialmedia2day,#socialmedia [5] facebook,instagram [4] hermelatv,twitter [3] big,problem [3] problem,re [3] re,#coronavirus [3] #coronavirus,#pandemic [3] #pandemic,many Top Word Pairs in Tweet in G7:
[87] gisthouse,app [85] use,gisthouse [85] app,#gisthouseaudioapp [85] #gisthouseaudioapp,#gistcoin [85] #gistcoin,#socialmedia [84] gistcoin360,use [5] conversation,king [5] king,content [5] content,something [5] something,talk Top Word Pairs in Tweet in G8:
[16] century,social [16] social,networking [16] networking,wonderful [16] wonderful,weekend [16] weekend,#socialmedia [16] #socialmedia,#twitter [16] #twitter,#tiktok [16] #tiktok,#podcast [16] #podcast,cc [15] psb_dc,century Top Word Pairs in Tweet in G9:
[24] social,networking [24] networking,platform [24] platform,#onet [24] #onet,#onpassive [24] #onpassive,step [24] step,social [24] social,network [14] #wewantdata,#data [14] #data,#insights [14] network,#onpassive Top Word Pairs in Tweet in G10:
[29] safest,twitter [28] twitter,audience [21] twitter,accounts [18] free,#blackfriday [17] audience,targeting [17] targeting,management [17] management,automation [17] automation,solution [17] solution,try [16] try,btweeps_ Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: