The graph represents a network of 6,397 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 January 2021 at 13:32 UTC.
The requested start date was Sunday, 17 January 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, 3-hour, 55-minute period from Thursday, 14 January 2021 at 19:12 UTC to Saturday, 16 January 2021 at 23:08 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 : 6397
Unique Edges : 4616
Edges With Duplicates : 8917
Total Edges : 13533
Number of Edge Types : 5
Retweet : 3076
MentionsInRetweet : 3894
Tweet : 3966
Replies to : 139
Mentions : 2458
Self-Loops : 4199
Reciprocated Vertex Pair Ratio : 0.0289614462276333
Reciprocated Edge Ratio : 0.0562925779849408
Connected Components : 2231
Single-Vertex Connected Components : 1408
Maximum Vertices in a Connected Component : 1923
Maximum Edges in a Connected Component : 6434
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.723669
Graph Density : 0.00013633071240105
Modularity : 0.458091
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,397 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 January 2021 at 13:32 UTC.
The requested start date was Sunday, 17 January 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, 3-hour, 55-minute period from Thursday, 14 January 2021 at 19:12 UTC to Saturday, 16 January 2021 at 23:08 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:
[1189] social,media [342] #facebook,#instagram [332] #twitter,#facebook [282] #instagram,#tiktok [280] #tiktok,#socialmedia [276] #linkedin,#twitter [276] #socialmedia,#pinterest [273] #pinterest,#medium [273] #gift,#gifts [260] #gifts,#giftideas Top Word Pairs in Tweet in G1:
[381] social,media [91] #marketing,#socialmedia [75] #socialmedia,#marketing [56] #socialmedia,#socialmediamarketing [48] #socialmedia,#redessociales [47] #socialmedia,#srudukfollow [40] media,marketing [39] #socialmedia,#seo [39] checa,#socialmedia [39] #jfb,#socialmedia Top Word Pairs in Tweet in G2:
[59] #ai,#iot [58] #iot,#tech [54] #iiot,#usa [52] #tech,#iiot [46] social,media [41] #startups,#smallbusiness [41] #smallbusiness,#entrepreneurs [41] #entrepreneurs,ravikikan [41] ravikikan,#startup [41] #startup,#cybersecurity Top Word Pairs in Tweet in G3:
[69] #digitalhealth,#socialmedia [64] #digitalmarketing,#bigdata [63] social,media [49] #bigdata,#startups [45] free,web [45] web,proxy [44] youtube,#digitalmarketing [37] #socialmedia,#digitalmarketing [29] #startups,#startup [27] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G4:
[17] red,sarah [16] social,media [9] valid,reason [9] suspending,red [8] twitter,facebook [8] #2021start,#affiliatemarketing [8] #affiliatemarketing,#instagram [8] #instagram,#entrepreneur [8] sarah,accused [8] accused,time Top Word Pairs in Tweet in G5:
[289] #facebook,#instagram [277] #twitter,#facebook [260] #linkedin,#twitter [260] #gift,#gifts [259] #instagram,#tiktok [259] #socialmedia,#pinterest [258] #pinterest,#medium [257] #tiktok,#socialmedia [257] #gifts,#giftideas [246] #giftideas,#shop Top Word Pairs in Tweet in G6:
[118] #socialmedia,#seo [116] #contentmarketing,#socialmedia [115] #visualcontenting,#contentmarketing [26] social,media [21] #facebook,#instagram [18] #design,#business [18] #business,#awesome [18] #twitter,#facebook [17] #awesome,#templates [15] design,photoshop Top Word Pairs in Tweet in G7:
[34] social,media [29] #marketing,#contentmarketing [28] #contentmarketing,#inboundmarketing [28] #inboundmarketing,#blog [28] #blog,#mktg [27] #mktg,#socialmedia [26] #socialmedia,#socialmediamarketing [26] #socialmediamarketing,#smm [26] #smm,#growthhacking [26] #growthhacking,#website Top Word Pairs in Tweet in G8:
[91] social,media [91] media,yardstick [91] yardstick,beauty [91] beauty,standards [91] standards,don [91] don,allow [91] allow,affect [91] affect,mental [91] mental,health [91] health,self Top Word Pairs in Tweet in G9:
[29] grandes,momentos [29] momentos,quedan [29] quedan,inolvidables [29] inolvidables,recuerdos [29] recuerdos,recuerdos [29] 2020,cuento [24] queridasfashion,grandes [21] recuerdos,octubre [21] octubre,2020 [19] cuento,#insta Top Word Pairs in Tweet in G10:
[4] #digitalmarketing,#socialmedia [3] ted,twitter [3] twitter,#susandolan [3] #susandolan,#hollywood [3] #hollywood,#iot [3] #iot,#socialmedia [3] robandkennedy,a3 [3] a3,find [3] find,questions [3] questions,answerthepublic Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: