The graph represents a network of 4,481 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, 21 November 2021 at 16:19 UTC.
The requested start date was Sunday, 21 November 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 2-day, 2-hour, 44-minute period from Wednesday, 17 November 2021 at 18:24 UTC to Friday, 19 November 2021 at 21:08 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 : 4481
Unique Edges : 3590
Edges With Duplicates : 10174
Total Edges : 13764
Number of Edge Types : 5
Mentions : 2344
Tweet : 4324
MentionsInRetweet : 4055
Retweet : 2892
Replies to : 149
Self-Loops : 4560
Reciprocated Vertex Pair Ratio : 0.0313930673642904
Reciprocated Edge Ratio : 0.0608750792644261
Connected Components : 1382
Single-Vertex Connected Components : 874
Maximum Vertices in a Connected Component : 1500
Maximum Edges in a Connected Component : 8910
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.34588
Graph Density : 0.000235667660279912
Modularity : 0.360195
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,481 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, 21 November 2021 at 16:19 UTC.
The requested start date was Sunday, 21 November 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 2-day, 2-hour, 44-minute period from Wednesday, 17 November 2021 at 18:24 UTC to Friday, 19 November 2021 at 21:08 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:
[1848] #facebook,#instagram [1845] #twitter,#facebook [1531] #gift,#gifts [1474] #gifts,#giftideas [1463] #giftideas,#shop [1461] #shop,#shopping [1441] #deal,#gift [1293] #shopping,#affiliatemarketing [1246] #tumblr,#twitter [1139] #socialmedia,#pinterest Top Word Pairs in Tweet in G1:
[264] social,media [59] #socialmedia,#marketing [52] #socialmedia,#srudukfollow [34] media,marketing [34] #socialmediamarketing,#socialmedia [31] #socialmedia,#socialmediamarketing [29] #jfb,#socialmedia [25] #socialmedia,#facebook [25] #digitalmarketing,#socialmedia [24] #marketing,#socialmedia Top Word Pairs in Tweet in G2:
[440] #ehealth,#datascience [396] #datascience,#finserv [335] #fashiontech,#ehealth [317] #women,#datascientist [306] #science,#women [302] #digital,#science [298] #tech,#fashiontech [280] #datascientist,#tech [203] #finserv,#bigdata [191] chidambara09,#digital Top Word Pairs in Tweet in G3:
[63] social,media [26] #socialmedia,#redessociales [23] #marketingdigital,#marketingmóvil [21] #marketingmóvil,#socialmedia [15] #publiar,#marketingdigital [13] #redessociales,proyecto [13] proyecto,filtro [13] filtro,efecto [13] efecto,#realidadaumentada [12] #socialmedia,marketing Top Word Pairs in Tweet in G4:
[10] social,media [10] #disceline,instagram [8] community,manager [8] ட,ப [8] #socialmedia,twitter [8] help,please [8] please,check [8] check,account [8] account,napulillo86 [8] napulillo86,disabled Top Word Pairs in Tweet in G5:
[19] #socialmedia,#mentalhealth [17] mhchat,#mhchat [14] look,forward [14] forward,views [14] #mentalhealth,mhchat [11] continuation,last [9] last,week's [9] mhchat,today [9] today,8pm [8] 8pm,gmt Top Word Pairs in Tweet in G6:
[26] social,networking [26] networking,platform [26] platform,#onet [26] #onet,#onpassive [26] #onpassive,step [26] step,social [26] social,network [26] network,#onpassive [26] #onpassive,#onet [25] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G7:
[11] equipo,#socialmedia [11] #seo,#socialmedia [7] #socialmedia,#monetiza21 [6] redes,sociales [5] twitch,cómo [5] cómo,usarlo [5] usarlo,nuestro [5] nuestro,plan [5] plan,comunicación [4] mirad,pedazo Top Word Pairs in Tweet in G8:
[64] #dexacoin,#social [63] #social,#crypto [63] #crypto,#blockchain [62] #dexamessenger,live [62] store,#playstore [62] #app,#dexacoin [57] #blockchain,#socialmedia [55] live,app [55] app,store [55] #playstore,#appstore Top Word Pairs in Tweet in G9:
[51] #design,#designthinking [48] #crypto,#cryptocurrencies [45] #cryptocurrencies,#socialmedia [36] #designthinking,#designcontest [32] #socialmedia,#socialmediamarketing [29] #designcontest,#digitalmarketing [29] #digitalmarketing,#graphicdesigner [29] #envato,#wordpress [29] #wordpress,#branding [29] #branding,#productivity Top Word Pairs in Tweet in G10:
[59] excited,announce [59] announce,ve [59] ve,brought [59] brought,very [59] very,intelligent [59] intelligent,ai [59] ai,ml [59] ml,data [59] data,scientist [59] scientist,help Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: