The graph represents a network of 4,651 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, 31 October 2021 at 15:20 UTC.
The requested start date was Sunday, 31 October 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 2-day, 4-hour, 41-minute period from Thursday, 28 October 2021 at 19:19 UTC to Sunday, 31 October 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 : 4651
Unique Edges : 3379
Edges With Duplicates : 9194
Total Edges : 12573
Number of Edge Types : 5
Retweet : 2827
MentionsInRetweet : 3319
Mentions : 1837
Tweet : 4487
Replies to : 103
Self-Loops : 4767
Reciprocated Vertex Pair Ratio : 0.0255383074611918
Reciprocated Edge Ratio : 0.0498046875
Connected Components : 1676
Single-Vertex Connected Components : 1125
Maximum Vertices in a Connected Component : 1544
Maximum Edges in a Connected Component : 7423
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.497345
Graph Density : 0.000189391574941682
Modularity : 0.368473
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,651 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, 31 October 2021 at 15:20 UTC.
The requested start date was Sunday, 31 October 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 2-day, 4-hour, 41-minute period from Thursday, 28 October 2021 at 19:19 UTC to Sunday, 31 October 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:
[1262] #facebook,#instagram [1210] #twitter,#facebook [1183] #gift,#gifts [1065] #deal,#gift [971] #gifts,#giftideas [931] #giftideas,#shop [898] #shop,#shopping [883] #shopping,#affiliatemarketing [882] social,media [763] #affiliatemarketing,#bitcoin Top Word Pairs in Tweet in G1:
[286] social,media [137] #facebook,#instagram [128] #deal,#gift [122] #twitter,#facebook [122] #linkedin,#twitter [120] #pinterest,#dogecoin [120] #dogecoin,#deal [120] #gift,#gifts [115] #socialmedia,#pinterest [70] #socialmedia,#marketing Top Word Pairs in Tweet in G2:
[333] #tech,#cloud [328] #datascience,#finserv [220] #finserv,#machinelearning [218] #digital,#tech [200] #ai,#datascience [181] #cloud,#ai [166] #machinelearning,#bigdata [130] #digital,#usa [127] #cloud,#ehealth [123] #usa,#tech Top Word Pairs in Tweet in G3:
[145] social,media [102] check,maddie [102] maddie,payton's [102] payton's,video [102] video,#tiktok [82] #socialmedia,#marketing [80] #wcw,#tbt [78] #socialmedia,#digitalmarketing [59] #halloween,#october [58] #tiktok,#influencer Top Word Pairs in Tweet in G4:
[87] social,media [24] #socialmedia,#srudukfollow [19] follow,#socialmedia [19] #socialmedia,#subscribe [19] help,reach [19] #youtube,subscribers [14] #socialmedia,#socialmedianews [12] #subscribe,youtube [12] youtube,help [11] shalom,mhncb Top Word Pairs in Tweet in G5:
[27] social,media [12] #facebook,#twitter [11] twitter,vs [11] vs,facebookapp [11] facebookapp,ok [11] ok,next [11] next,social [11] media,battle [11] battle,#facebook [11] #twitter,#socialmedia Top Word Pairs in Tweet in G6:
[35] name,meta [31] facebook,changes [30] changes,name [29] company,better [29] better,encompass [27] meta,major [27] major,#rebrand [27] #rebrand,company [24] read,more [24] encompass,broadens Top Word Pairs in Tweet in G7:
[13] nouveau,nom [12] facebook,change [12] change,nom [9] devient,meta [9] réseaux,sociaux [8] #metaverse,#socialmedia [7] social,media [7] groupe,facebook [7] sticker,lien [7] #facebook,devient Top Word Pairs in Tweet in G8:
[57] #socialmedia,advertising [57] advertising,evolved [57] evolved,significantly [57] significantly,over [57] over,past [57] past,few [57] few,years [57] years,networks [57] networks,became [56] synapse_reality,#socialmedia Top Word Pairs in Tweet in G9:
[3] followthebelly,googleexpertuk [3] googleexpertuk,ksigmason [3] ksigmason,equeset [3] equeset,housingfirstuk [3] housingfirstuk,streets [3] streets,thepeopleshubun [3] thepeopleshubun,adatheshow [3] adatheshow,healthertainer [2] gold123win,followthebelly Top Word Pairs in Tweet in G10:
[30] more,cartoons [30] cartoons,metaverse [30] metaverse,check [30] check,updated [30] updated,collection [30] collection,facebook [30] facebook,becoming [30] becoming,meta [28] cartoonmovement,more [10] facebook,becomes Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: