The graph represents a network of 5,530 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, 11 April 2021 at 15:37 UTC.
The requested start date was Sunday, 11 April 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 9-day, 3-hour, 57-minute period from Thursday, 01 April 2021 at 18:34 UTC to Saturday, 10 April 2021 at 22:31 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 : 5530
Unique Edges : 4305
Edges With Duplicates : 9954
Total Edges : 14259
Number of Edge Types : 5
Retweet : 3262
MentionsInRetweet : 4602
Tweet : 4096
Replies to : 157
Mentions : 2142
Self-Loops : 4330
Reciprocated Vertex Pair Ratio : 0.0303636363636364
Reciprocated Edge Ratio : 0.0589377095464973
Connected Components : 1833
Single-Vertex Connected Components : 1165
Maximum Vertices in a Connected Component : 1913
Maximum Edges in a Connected Component : 7947
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.825081
Graph Density : 0.000185345263197142
Modularity : 0.425096
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,530 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, 11 April 2021 at 15:37 UTC.
The requested start date was Sunday, 11 April 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 9-day, 3-hour, 57-minute period from Thursday, 01 April 2021 at 18:34 UTC to Saturday, 10 April 2021 at 22:31 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:
[940] social,media [624] #facebook,#instagram [581] #twitter,#facebook [544] #socialmedia,#pinterest [486] #gift,#gifts [479] #linkedin,#twitter [447] #gifts,#giftideas [426] #giftideas,#shop [424] #shop,#shopping [411] #affiliatemarketing,#bitcoin Top Word Pairs in Tweet in G1:
[349] social,media [81] #digitalmarketing,#marketing [77] #marketing,#socialmediamarketing [74] #socialmedia,#onlinemarketing [73] #socialmedia,#marketing [73] #entrepreneur,#business [71] #onlinemarketing,#contentmarketing [71] #contentmarketing,#seo [65] online,shopping [60] #marketing,#socialmedia Top Word Pairs in Tweet in G2:
[114] #bigdata,#uk [113] #uk,#linkedin [111] #supplychain,#women [100] #linkedin,#supplychain [90] #women,#insurtech [90] #insurtech,#usa [71] #usa,#socialmedia [66] #socialmedia,#iiot [58] #iiot,#iot [54] #getmoreinsights,#coolerdata Top Word Pairs in Tweet in G3:
[101] social,media [77] #digitalmarketing,#marketing [71] #socialmedia,#socialmediamarketing [68] #socialmediamarketing,#socialmedia [65] #marketing,#socialmediamarketing [57] #digitalmarketing,#socialmedia [56] #socialmedia,#digitalmarketing [53] #socialmedia,#business [45] #business,#marketingdigital [40] #socialmedia,#marketing Top Word Pairs in Tweet in G4:
[149] asked,people [149] people,help [149] help,#stopasianhate [149] #stopasianhate,reply [149] reply,learn [149] learn,engage [149] engage,act [149] act,contribute [149] contribute,use [149] use,voice Top Word Pairs in Tweet in G5:
[22] marketing,digital [14] 27,28 [14] 28,abril [13] #seo,#socialmedia [12] albertoemachado,cmmeeting [12] equipazo,#socialmedia [11] albertoemachado,anabelanogs [10] amaliagaroca,albertoemachado [9] mejora,tus [9] #socialmedia,#contentmarketing Top Word Pairs in Tweet in G6:
[59] social,media [21] digital,marketing [12] article,creator [12] creator,create [12] create,articles [12] articles,content [12] content,click [12] #socialmedia,#smm [12] moon,joke [12] joke,intuitive Top Word Pairs in Tweet in G7:
[27] #facebook,#instagram [25] #twitter,#facebook [25] #socialmedia,#pinterest [25] #gift,#gifts [22] bmurphypointman,#linkedin [21] social,media [20] #linkedin,#twitter [18] #pinterest,#medium [16] #instagram,#tiktok [15] #tiktok,#socialmedia Top Word Pairs in Tweet in G8:
[81] #trivia,tipbot [80] sunday,pm [80] pm,utc [80] utc,#rapids [80] #rapids,hosting [80] hosting,#trivia [80] tipbot,room [80] room,subject [80] subject,video [80] video,games Top Word Pairs in Tweet in G9:
[7] waxay,muuqataa [7] muuqataa,joinclubhouse [7] joinclubhouse,laga [7] laga,soo [7] soo,guurayo [7] guurayo,oo [7] oo,loo [7] loo,soo [7] soo,wareegayo [7] wareegayo,twitterspaces Top Word Pairs in Tweet in G10:
[568] #facebook,#instagram [548] #twitter,#facebook [517] #socialmedia,#pinterest [461] #gift,#gifts [453] #linkedin,#twitter [442] #gifts,#giftideas [424] #shop,#shopping [424] #giftideas,#shop [411] #affiliatemarketing,#bitcoin [382] #shopping,#affiliatemarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G10: