The graph represents a network of 5,595 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, 13 June 2021 at 15:18 UTC.
The requested start date was Sunday, 13 June 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, 3-hour, 39-minute period from Thursday, 10 June 2021 at 17:36 UTC to Saturday, 12 June 2021 at 21:15 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 : 5595
Unique Edges : 4134
Edges With Duplicates : 9306
Total Edges : 13440
Number of Edge Types : 5
Mentions : 1994
Retweet : 3100
MentionsInRetweet : 4042
Replies to : 124
Tweet : 4180
Self-Loops : 4392
Reciprocated Vertex Pair Ratio : 0.0272161741835148
Reciprocated Edge Ratio : 0.0529901589704769
Connected Components : 1865
Single-Vertex Connected Components : 1235
Maximum Vertices in a Connected Component : 1959
Maximum Edges in a Connected Component : 7489
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.110159
Graph Density : 0.000168826359660852
Modularity : 0.426416
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,595 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, 13 June 2021 at 15:18 UTC.
The requested start date was Sunday, 13 June 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, 3-hour, 39-minute period from Thursday, 10 June 2021 at 17:36 UTC to Saturday, 12 June 2021 at 21:15 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:
[1053] social,media [906] #facebook,#instagram [892] #twitter,#facebook [807] #socialmedia,#pinterest [788] #linkedin,#twitter [770] #gift,#gifts [761] #pinterest,#dogecoin [715] #gifts,#giftideas [664] #tiktok,#socialmedia [664] #giftideas,#shop Top Word Pairs in Tweet in G1:
[396] social,media [86] #socialmedia,#marketing [67] #marketing,#socialmedia [61] #socialmedia,#socialmediamarketing [56] #socialmediamarketing,#socialmedia [40] #socialmedia,#business [39] media,marketing [39] #socialmedia,#srudukfollow [29] #digitalmarketing,#socialmedia [29] #jfb,#socialmedia Top Word Pairs in Tweet in G2:
[32] top,50 [30] 50,visited [30] visited,websites [30] websites,world [30] world,#internet [29] #socialmedia,#digitaltransformation [27] #digitaltransformation,#emergingtech [27] #emergingtech,#innovation [26] #internet,#socialmedia [25] mvollmer1,50 Top Word Pairs in Tweet in G3:
[854] #twitter,#facebook [846] #facebook,#instagram [774] #socialmedia,#pinterest [759] #linkedin,#twitter [747] #gift,#gifts [735] #pinterest,#dogecoin [711] #gifts,#giftideas [664] #giftideas,#shop [633] #shop,#shopping [622] #instagram,#tiktok Top Word Pairs in Tweet in G4:
[15] réseaux,sociaux [13] social,media [12] #seo,#socialmedia [10] #socialmedia,#newsletter [10] #newsletter,twitter [10] twitter,prévoit [10] prévoit,d'ajouter [10] d'ajouter,bouton [10] bouton,s'abonner [10] s'abonner,profil Top Word Pairs in Tweet in G5:
[85] #digitalhealth,#socialmedia [60] #socialmedia,#digitalmarketing [43] social,media [20] #digital,#digitalhealth [19] #socialmedia,#digital [16] #digitalhealth,#health [13] pharma,winning [13] winning,big [13] big,business [13] business,popularity Top Word Pairs in Tweet in G6:
[149] shay,berman [149] berman,discussed [149] discussed,starting [149] starting,growing [149] growing,digital [149] digital,agency [149] agency,#thisweekwithsabir [149] #thisweekwithsabir,100 [149] 100,000 [149] 000,expert Top Word Pairs in Tweet in G7:
[119] ध,र [116] स,द [116] द,ध [116] र,थ [114] desirable,man [114] man,2020 [114] 2020,ब [114] ब,ल [114] ल,स [114] थ,श Top Word Pairs in Tweet in G8:
[32] च,हत [22] #tech,#trending [21] #trending,#socialmedia [18] #marketing,news [16] #whatsapp,पर [16] पर,ऐस [16] ऐस,कर [16] कर,म [16] म,स [16] स,ज Top Word Pairs in Tweet in G9:
[8] social,media [7] facebook,launches [7] launches,sponsored [7] sponsored,chat [7] chat,themes [7] themes,payment [7] payment,qr [7] qr,codes [7] codes,quick [7] quick,replies Top Word Pairs in Tweet in G10:
[3] earnestly,appeal [3] appeal,cm [3] cm,#westbengal [3] #westbengal,mamataofficial [3] mamataofficial,banglargorbomb [3] banglargorbomb,egiye_bangla [3] egiye_bangla,help [3] help,give [2] #international,#humanrights [2] #humanrights,#humanitarian 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 G9:
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: