The graph represents a network of 4,428 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, 24 April 2022 at 15:15 UTC.
The requested start date was Sunday, 24 April 2022 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, 8-minute period from Thursday, 21 April 2022 at 19:52 UTC to Sunday, 24 April 2022 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 : 4428
Unique Edges : 3161
Edges With Duplicates : 9470
Total Edges : 12631
Number of Edge Types : 5
Tweet : 4499
Retweet : 2685
MentionsInRetweet : 3455
Mentions : 1788
Replies to : 204
Self-Loops : 4702
Reciprocated Vertex Pair Ratio : 0.0233621127475876
Reciprocated Edge Ratio : 0.0456575682382134
Connected Components : 1519
Single-Vertex Connected Components : 1063
Maximum Vertices in a Connected Component : 1640
Maximum Edges in a Connected Component : 8052
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.843026
Graph Density : 0.000205583337363379
Modularity : 0.359882
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,428 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, 24 April 2022 at 15:15 UTC.
The requested start date was Sunday, 24 April 2022 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, 8-minute period from Thursday, 21 April 2022 at 19:52 UTC to Sunday, 24 April 2022 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".
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:
[1075] #gift,#gifts [898] #socialmedia,#pinterest [898] #blogger,#business [891] #affiliate,#affiliatemarketing [890] #twitter,#facebook [835] social,media [815] #discount,#gifts [785] #facebook,#instagram [771] #gifts,#marketing [749] #deal,#gift Top Word Pairs in Tweet in G1:
[289] social,media [156] join,airdrop [153] #mises,#decentralized [153] #decentralized,#socialmedia [151] airdrop,#mises [73] #socialmedia,#srudukfollow [70] #socialmedia,#marketing [54] #socialmedia,#socialmediamarketing [42] #jfb,#socialmedia [32] media,marketing Top Word Pairs in Tweet in G2:
[216] #datascientist,#iot [216] #digitalhealth,#startups [216] #startups,#cx [216] #cx,#women [216] #women,#ehealth [216] #ehealth,#ces2023 [213] #healthtech,#datascientist [207] #iot,#ai [205] #ai,#digitalhealth [139] chidambara09,#healthtech Top Word Pairs in Tweet in G3:
[145] social,media [17] #seo,#socialmedia [17] join,airdrop [16] #mises,#decentralized [16] #decentralized,#socialmedia [16] airdrop,#mises [15] #snrtg,#socialmedia [14] #socialmedia,#socialmedianews [13] #socialmedia,#marketing [13] #discus,#medsos Top Word Pairs in Tweet in G4:
[1053] #gift,#gifts [886] #socialmedia,#pinterest [873] #twitter,#facebook [849] #blogger,#business [844] #affiliate,#affiliatemarketing [778] #discount,#gifts [759] #facebook,#instagram [739] #deal,#gift [733] #gifts,#marketing [673] #gifts,#giftideas Top Word Pairs in Tweet in G5:
[10] anthonyrochand,comment [8] #infographie,76 [8] 76,16 [8] 16,18 [8] 18,ans [8] ans,déclarent [8] déclarent,plus [8] plus,utiliser [8] utiliser,#facebook [8] #facebook,remplacé Top Word Pairs in Tweet in G6:
[13] serious,question [13] question,please [13] please,respond [13] respond,opinion [13] opinion,#socialmedia [13] #socialmedia,made [13] made,society [12] adilnajam,serious [10] #socialmedia,#ai [6] social,media Top Word Pairs in Tweet in G7:
[142] #visualcontenting,#contentmarketing [142] #contentmarketing,#socialmedia [142] #socialmedia,#seo [30] #socialmedia,#socialmediamarketing [30] social,media [27] #oneofpoints,#socialmedia [27] #socialmediamarketing,#smm [20] #socialmedia,#digital [19] #digital,#digitalhealth [19] #digitalhealth,#health Top Word Pairs in Tweet in G8:
[32] #pendant,#necklace [25] message,30k [24] twitter,audience [24] social,media [24] #natural,#green [24] #green,#adventurine [24] #adventurine,#stainless [24] #stainless,#steel [24] #steel,#chain [24] #chain,#heart Top Word Pairs in Tweet in G9:
[58] camouflage,against [58] against,crime [58] crime,chirag [58] chirag,jain [58] jain,asp [58] asp,prayagraj_pol [58] prayagraj_pol,skilfully [58] skilfully,used [58] used,#socialmedia [58] #socialmedia,nab Top Word Pairs in Tweet in G10:
[68] #authorscommunity,#readingcommunity [35] #socialmedia,#authorscommunity [33] #writingcommunity,#authorscommunity [33] #readingcommunity,#socialmedia [30] ko,fi [29] #pinterest,open [28] open,24 [27] #writingcommunity,#writerslift [27] #writerslift,#socialmedia [26] dbe,community 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 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: