The graph represents a network of 4,396 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, 17 April 2022 at 15:09 UTC.
The requested start date was Sunday, 17 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, 3-hour, 3-minute period from Thursday, 14 April 2022 at 18:05 UTC to Saturday, 16 April 2022 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 : 4396
Unique Edges : 3314
Edges With Duplicates : 9641
Total Edges : 12955
Number of Edge Types : 5
Retweet : 2836
MentionsInRetweet : 3915
Tweet : 4304
Mentions : 1662
Replies to : 238
Self-Loops : 4490
Reciprocated Vertex Pair Ratio : 0.0191011235955056
Reciprocated Edge Ratio : 0.0374862183020948
Connected Components : 1297
Single-Vertex Connected Components : 828
Maximum Vertices in a Connected Component : 1554
Maximum Edges in a Connected Component : 7864
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.969888
Graph Density : 0.000234725746127672
Modularity : 0.377561
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,396 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, 17 April 2022 at 15:09 UTC.
The requested start date was Sunday, 17 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, 3-hour, 3-minute period from Thursday, 14 April 2022 at 18:05 UTC to Saturday, 16 April 2022 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:
[1220] #gift,#gifts [1065] #affiliate,#affiliatemarketing [1065] #blogger,#business [1023] #gifts,#giftideas [995] #giftideas,#shop [989] #shop,#shopping [953] #discount,#gifts [945] #socialmedia,#pinterest [940] #gifts,#marketing [919] #twitter,#facebook Top Word Pairs in Tweet in G1:
[252] social,media [71] #socialmedia,#marketing [67] #socialmedia,#srudukfollow [42] #socialmediamarketing,#socialmedia [35] #marketing,#socialmedia [35] #socialmedia,#socialmediamarketing [31] jely,gamat [29] media,marketing [25] #jfb,#socialmedia [24] #marketing,#business Top Word Pairs in Tweet in G2:
[295] retweet,see [295] see,elonmusk [295] elonmusk,build [295] build,decentralised [295] decentralised,twitter [295] twitter,#cardano [295] #cardano,#socialmedia [288] cryptoireland1,retweet [6] elonmusk,twitter [6] social,media Top Word Pairs in Tweet in G3:
[166] #cx,#women [166] #women,#ehealth [164] #healthtech,#datascientist [164] #ces2023,#finserv [162] #ehealth,#ces2023 [156] #cloud,#cx [154] #digitalhealth,#cloud [96] chidambara09,#healthtech [87] #datascientist,#iot [85] #iot,#ai Top Word Pairs in Tweet in G4:
[215] road,rage [215] rage,cage [215] cage,taking [215] taking,cognisance [215] cognisance,#roadrage [215] #roadrage,video [215] video,#socialmedia [215] #socialmedia,noidapolice [215] noidapolice,swifty [214] uppolice,road Top Word Pairs in Tweet in G5:
[10] usa,today [9] offers,buy [9] 41,billion [9] social,media [7] elonmusk,offers [7] buy,twitter [7] twitter,41 [7] billion,saying [7] saying,company [7] company,'needs Top Word Pairs in Tweet in G6:
[92] social,media [15] #snrtg,#socialmedia [15] #socialmedia,#socialmedianews [10] द,व [9] ब,त [7] अपर,ण [7] ण,य [7] य,दव [7] दव,न [7] न,अख Top Word Pairs in Tweet in G7:
[1214] #gift,#gifts [1056] #affiliate,#affiliatemarketing [1056] #blogger,#business [1021] #gifts,#giftideas [995] #giftideas,#shop [989] #shop,#shopping [946] #discount,#gifts [943] #socialmedia,#pinterest [933] #gifts,#marketing [913] #twitter,#facebook Top Word Pairs in Tweet in G8:
[84] #fairlaunch,days [84] days,#pancakeswap [84] #pancakeswap,more [84] more,#p2e [84] #p2e,mini [84] mini,games [84] games,added [84] added,tomorrow [84] tomorrow,pm [84] pm,utc Top Word Pairs in Tweet in G9:
[41] passle,timothy_hughes [24] timothy_hughes,dlaignite [20] #socialselling,#digitalselling [18] 10,books [15] dlaignite,#socialselling [14] books,give [14] give,mental [14] mental,capacity [14] capacity,work [14] work,passle Top Word Pairs in Tweet in G10:
[128] #contentmarketing,#socialmedia [127] #visualcontenting,#contentmarketing [127] #socialmedia,#seo [37] trends,watch [37] #socialmedia,#marketing [36] pleasure,conversing [36] conversing,joe [36] joe,pulizzi [36] pulizzi,guru [36] guru,#contentmarketing 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 G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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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: