The graph represents a network of 3,923 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, 05 December 2021 at 16:10 UTC.
The requested start date was Sunday, 05 December 2021 at 01:01 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, 3-hour, 38-minute period from Friday, 03 December 2021 at 08:17 UTC to Saturday, 04 December 2021 at 11:56 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 : 3923
Unique Edges : 2831
Edges With Duplicates : 8442
Total Edges : 11273
Number of Edge Types : 5
Replies to : 113
Retweet : 2249
MentionsInRetweet : 2748
Tweet : 4994
Mentions : 1169
Self-Loops : 5100
Reciprocated Vertex Pair Ratio : 0.0192043895747599
Reciprocated Edge Ratio : 0.0376850605652759
Connected Components : 1686
Single-Vertex Connected Components : 1213
Maximum Vertices in a Connected Component : 928
Maximum Edges in a Connected Component : 6361
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.928335
Graph Density : 0.000193162540038006
Modularity : 0.322352
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,923 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, 05 December 2021 at 16:10 UTC.
The requested start date was Sunday, 05 December 2021 at 01:01 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, 3-hour, 38-minute period from Friday, 03 December 2021 at 08:17 UTC to Saturday, 04 December 2021 at 11:56 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:
[2559] #facebook,#instagram [2490] #twitter,#facebook [2046] #deal,#gift [1894] #gift,#gifts [1538] #socialmedia,#pinterest [1168] #tumblr,#twitter [1070] #linkedin,#twitter [1022] #pinterest,#dogecoin [971] #dogecoin,#deal [710] #gifts,#giftideas Top Word Pairs in Tweet in G1:
[313] social,media [64] #socialmedia,#srudukfollow [46] #socialmedia,#marketing [43] digital,marketing [38] media,marketing [31] #marketing,#socialmedia [24] #socialmedia,#socialmediamarketing [24] #socialmediamarketing,#socialmedia [23] #socialmedia,#business [23] jely,gamat Top Word Pairs in Tweet in G2:
[78] #fashiontech,#ehealth [77] #frenchtech,#women [77] #women,#datascientist [75] #cx,#iot [75] #iot,#frenchtech [75] #datascientist,#fashiontech [75] #digital,#cx [68] #ehealth,#datascience [22] chidambara09,#digital [22] #datascience,#finser Top Word Pairs in Tweet in G3:
[95] #seo,#socialmedia [91] social,media [84] #socialmedia,#contentmarketing [70] #infographicb2b,#seo [61] #socialmedia,#marketing [53] #socialmedia,#digitalmarketing [47] #100daysofcode,#javascript [46] #javascript,#python [42] domainfq,domain [41] #python,#apple Top Word Pairs in Tweet in G4:
[28] countries,#linkedin [28] #linkedin,largest [28] largest,audience [28] audience,2021 [28] 2021,#socialmedia [28] #socialmedia,#techology [28] #techology,#innovation [28] #innovation,#ai [28] #ai,#digital [27] khulood_almani,countries Top Word Pairs in Tweet in G5:
[111] take,part [111] #socialmedia,platforms [111] phnxdao,coinfantasyio [110] don,fun [110] fun,stop [110] stop,take [110] part,#socialmedia [110] platforms,phnxdao [109] coinfantasyio,don [15] lucky,winner Top Word Pairs in Tweet in G6:
[49] social,media [16] mdywebb,research [16] research,denialcuffe [16] denialcuffe,#twitter [16] #twitter,#socialmedia [16] #socialmedia,#mediamanipulation [15] novelsci,mdywebb [8] #communication,#socialmedia [8] #jfb,#socialmedia [6] media,essential Top Word Pairs in Tweet in G7:
[11] réseaux,sociaux [7] tableau,périodique [7] périodique,réseaux [7] sociaux,version [7] version,s'il [7] s'il,était [7] était,accroché [7] accroché,murs [7] murs,ta [7] ta,classe Top Word Pairs in Tweet in G8:
[36] doesn,matter [36] matter,going [36] going,beside [36] beside,#art [36] #art,#travel [36] #travel,#barcelona [36] #barcelona,#socialmedia [35] havenlust,doesn [23] #twitterphilosophy,#latecapitalism [23] #latecapitalism,#socialmedia Top Word Pairs in Tweet in G9:
[2504] #facebook,#instagram [2483] #twitter,#facebook [2046] #deal,#gift [1894] #gift,#gifts [1536] #socialmedia,#pinterest [1168] #tumblr,#twitter [1068] #linkedin,#twitter [1022] #pinterest,#dogecoin [971] #dogecoin,#deal [710] #gifts,#giftideas Top Word Pairs in Tweet in G10:
[47] #galaxy,#entrepreneurs [47] #entrepreneurs,#present [47] #present,#future [47] #future,#newindia [47] #newindia,#csc [47] #csc,organising [47] organising,#day [47] #day,full [47] full,celebration [47] celebration,'csc 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 G6:
Top Replied-To in G7:
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: