The graph represents a network of 3,557 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, 22 March 2020 at 14:08 UTC.
The requested start date was Sunday, 22 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 14-hour, 28-minute period from Friday, 20 March 2020 at 22:40 UTC to Saturday, 21 March 2020 at 13:08 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 : 3557
Unique Edges : 3878
Edges With Duplicates : 2332
Total Edges : 6210
Number of Edge Types : 4
MentionsInRetweet : 2290
Mentions : 839
Tweet : 2999
Replies to : 82
Self-Loops : 2999
Reciprocated Vertex Pair Ratio : 0.0144665461121157
Reciprocated Edge Ratio : 0.0285204991087344
Connected Components : 1673
Single-Vertex Connected Components : 1170
Maximum Vertices in a Connected Component : 853
Maximum Edges in a Connected Component : 2567
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.402632
Graph Density : 0.000221762060456528
Modularity : 0.545414
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 3,557 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, 22 March 2020 at 14:08 UTC.
The requested start date was Sunday, 22 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 14-hour, 28-minute period from Friday, 20 March 2020 at 22:40 UTC to Saturday, 21 March 2020 at 13:08 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:
[598] social,media [254] #digitalmarketing,#contentmarketing [227] #keyword,#digitalmarketing [175] #socialmedia,#seo [161] #contentmarketing,#internet [158] #contentmarketing,#socialmedia [138] #socialmedia,#marketing [130] #seo,#socialmedia [129] #visualcontenting,#contentmarketing [111] media,marketing Top Word Pairs in Tweet in G1:
[212] social,media [60] #socialmedia,#srudukfollow [54] #socialmedia,#marketing [32] daily,#socialmedia [28] media,marketing [26] jely,gamat [25] #jfb,#socialmedia [24] #marketing,#socialmedia [21] need,know [20] #salingfollow,#socialmedia Top Word Pairs in Tweet in G2:
[246] #digitalmarketing,#contentmarketing [224] #keyword,#digitalmarketing [160] #contentmarketing,#internet [94] social,media [74] #internet,#internetmark [63] #seo,#smm [56] #smm,#seo [55] ultimate,guide [51] media,marketing [48] #internet,#internetmarketing Top Word Pairs in Tweet in G3:
[31] flatten,curve [31] curve,voanews [31] voanews,#coronavirus [31] #socialmedia,cc [30] #coronavirus,#pandemic [30] #pandemic,#covid_19 [30] #covid_19,#socialdistance [30] #socialdistance,#socialmedia [30] cc,mhcommunicate [29] fabriziobustama,flatten Top Word Pairs in Tweet in G4:
[24] social,media [14] gt,gt [13] #socialmedia,#marketing [12] smxplorer,#socialmedia [10] #socialmedia,#digitalmarketing [9] importance,social [9] media,seo [9] seo,smxplorer [7] covid,19 [6] instagram,rapproche Top Word Pairs in Tweet in G5:
[10] bamn_nation,papaporter1 [10] markbird17,battalaldudak [8] _____yo_____yo,sumawun [8] ludmarx1,edward733 [8] papaporter1,markbird17 [6] heroldbarton,ludmarx1 [6] sumawun,bamn_nation [6] wanna,special [6] special,#shoutout [6] #shoutout,brother Top Word Pairs in Tweet in G6:
[49] #retweet,#follow [49] #follow,#ian1 [49] #ian1,#iartg [49] #iartg,#asmsg [49] #asmsg,#author [38] #ceo,#twitart [38] #twitart,#nyc [35] cb,#art [35] #art,#painting [35] #nyc,#sf Top Word Pairs in Tweet in G7:
[13] #marketing,news [12] help,#socialmedia [12] #rt,startgrowthhack [10] marshawright,#marketing [8] julie,cynthia [8] cynthia,help [8] sovkcom,#rt [7] startgrowthhack,_kevinlim [7] _kevinlim,purchase [7] purchase,#marketing Top Word Pairs in Tweet in G8:
[128] #visualcontenting,#contentmarketing [128] #contentmarketing,#socialmedia [128] #socialmedia,#seo [92] #industry40,#internetofthings [89] #internetofthings,#wearables [51] #wearables,#wearabletech [51] #wearabletech,#artificialintelligence [50] #artificialintelligence,#machinelearning [36] #transhumanism,#posthumanism [36] #posthumanism,#industry40 Top Word Pairs in Tweet in G9:
[38] schaut,mal [38] mal,#wirvshack [38] #wirvshack,abgeht [38] abgeht,sehen [38] sehen,die [38] die,#twitter [38] #twitter,ströme [38] ströme,wirvsvirushack [38] wirvsvirushack,40 [38] 40,000 Top Word Pairs in Tweet in G10:
[48] gt,gt [12] #genz,check [12] check,#smartphone [12] #smartphone,180 [12] 180,seconds [12] seconds,gt [12] gt,commscope [12] commscope,mikequindazzi [12] mikequindazzi,gt [12] gt,#digital Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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: