The graph represents a network of 3,953 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, 26 September 2021 at 15:12 UTC.
The requested start date was Sunday, 26 September 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, 2-hour, 45-minute period from Thursday, 23 September 2021 at 18:21 UTC to Saturday, 25 September 2021 at 21:06 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 : 3953
Unique Edges : 3153
Edges With Duplicates : 10716
Total Edges : 13869
Number of Edge Types : 5
Retweet : 2897
MentionsInRetweet : 4800
Mentions : 1594
Tweet : 4498
Replies to : 80
Self-Loops : 4648
Reciprocated Vertex Pair Ratio : 0.0272946859903382
Reciprocated Edge Ratio : 0.0531389607335998
Connected Components : 1324
Single-Vertex Connected Components : 835
Maximum Vertices in a Connected Component : 1314
Maximum Edges in a Connected Component : 9471
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.408698
Graph Density : 0.000272239809666414
Modularity : 0.327407
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,953 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, 26 September 2021 at 15:12 UTC.
The requested start date was Sunday, 26 September 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, 2-hour, 45-minute period from Thursday, 23 September 2021 at 18:21 UTC to Saturday, 25 September 2021 at 21:06 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:
[1868] #facebook,#instagram [1853] #twitter,#facebook [1800] #gift,#gifts [1755] #gifts,#giftideas [1744] #giftideas,#shop [1732] #shop,#shopping [1580] #socialmedia,#pinterest [1553] #shopping,#affiliatemarketing [1528] #affiliatemarketing,#bitcoin [1296] #deal,#gift Top Word Pairs in Tweet in G1:
[244] social,media [55] #socialmedia,#srudukfollow [42] #marketing,#socialmedia [40] #socialmedia,#marketing [36] media,marketing [31] #socialmedia,#socialmediamarketing [29] #socialmedia,#business [29] #jfb,#socialmedia [26] #digitalmarketing,#socialmedia [21] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G2:
[397] #digital,#tech [389] #tech,#cloud [363] #cloud,#ai [296] #ai,#datascience [254] domainfq,domain [227] enilev,betamoroney [223] #100daysofcode,#javascript [213] #datascience,#finserv [210] #javascript,#python [176] #python,#apple Top Word Pairs in Tweet in G3:
[27] réseaux,sociaux [13] 10,tendances [12] social,media [11] #cm,#socialmedia [11] idées,contenu [10] #socialmedia,#marketing [10] ce,qu [10] anthonyrochand,10 [10] tendances,#contentmarketing [10] #contentmarketing,observer Top Word Pairs in Tweet in G4:
[96] social,media [42] marketing,digital [31] digital,social [29] #dsmdigital,días [28] #marketingdigital,#socialmedia [23] quieres,aprender [23] aprender,estrategias [23] estrategias,efectivas [23] efectivas,marketing [22] escuelamktweb,#marketingdigital Top Word Pairs in Tweet in G5:
[35] #socialmedia,#digitalmarketing [32] social,media [32] #bulk,#data [32] social,networking [32] networking,platform [32] platform,#onet [32] #onet,#onpassive [32] #onpassive,step [32] step,social [32] social,network Top Word Pairs in Tweet in G6:
[88] #socialdefi,#socialmedia [88] #socialmedia,#memey [88] #memey,#memes [88] #memes,#crypto [88] #crypto,#cryptocurrecy [87] disruptive,begins [87] begins,memey [87] memey,cominig [87] cominig,soon [87] soon,#socialdefi Top Word Pairs in Tweet in G7:
[19] #socialselling,#digitalselling [17] social,media [16] #digitalselling,#virtualselling [16] #virtualselling,#modernselling [16] #modernselling,#remoteselling [16] #remoteselling,#socialmedia [15] #socialmedia,#oilgas [15] #oilgas,#socialmediaexpert [14] dlaignite,#socialselling [10] gettothecrux,dlaignite Top Word Pairs in Tweet in G8:
[11] last,#shamelessselfpromosaturday [11] #shamelessselfpromosaturday,month [11] month,calls [11] calls,#writerslift [11] #writerslift,#writer [11] #writer,#arist [11] #arist,#blogger [11] #blogger,#influencer [10] momwithnoplan,last [6] please,support Top Word Pairs in Tweet in G9:
[39] #digitalhealth,#socialmedia [21] #tech,#trending [21] #trending,#socialmedia [20] #socialmedia,#digitalmarketing [15] entrepreneur,#socialmedia [14] #marketing,news [11] #socialmedia,#advertising [11] wondered,#socialmedia [11] #socialmedia,future [11] future,heading Top Word Pairs in Tweet in G10:
[7] social,media [4] selling,products [3] people's,money [2] favorite,tool [2] tool,comes [2] comes,executing [2] executing,#socialmediamanagement [2] #socialmediamanagement,#reporting [2] #reporting,clients [2] clients,agorapulse Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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: