The graph represents a network of 5,670 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, 13 September 2020 at 12:38 UTC.
The requested start date was Sunday, 13 September 2020 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 1-day, 4-hour, 25-minute period from Friday, 11 September 2020 at 04:57 UTC to Saturday, 12 September 2020 at 09:23 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 : 5670
Unique Edges : 3901
Edges With Duplicates : 8139
Total Edges : 12040
Number of Edge Types : 5
Tweet : 4351
Mentions : 1573
Retweet : 2683
MentionsInRetweet : 3259
Replies to : 174
Self-Loops : 4500
Reciprocated Vertex Pair Ratio : 0.0159096149412036
Reciprocated Edge Ratio : 0.0313209260099864
Connected Components : 2357
Single-Vertex Connected Components : 1702
Maximum Vertices in a Connected Component : 1860
Maximum Edges in a Connected Component : 6418
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.564605
Graph Density : 0.000137073965497556
Modularity : 0.438191
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,670 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, 13 September 2020 at 12:38 UTC.
The requested start date was Sunday, 13 September 2020 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 1-day, 4-hour, 25-minute period from Friday, 11 September 2020 at 04:57 UTC to Saturday, 12 September 2020 at 09:23 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:
[911] social,media [266] #socialmedia,#seo [221] #socialmedia,#marketing [218] #seo,#socialmedia [205] #martkist,#socialmedia [198] #contentmarketing,#socialmedia [188] #visualcontenting,#contentmarketing [178] #socialmedia,command [178] command,center [177] evankirstel,#socialmedia Top Word Pairs in Tweet in G1:
[377] social,media [68] #martkist,#socialmedia [67] #marketing,#socialmedia [67] #socialmedia,#marketing [61] #socialmedia,#faucet [61] #socialmedia,#srudukfollow [55] martkist,faucet [39] joined,martkist [39] faucet,easy [39] easy,way Top Word Pairs in Tweet in G2:
[118] #martkist,#socialmedia [92] #socialmedia,#faucet [82] martk,#martkist [73] #binance,#bitcoin [72] #faucet,#binance [51] community,martk [48] thanks,whitebit6 [48] whitebit6,always [48] always,top [48] top,notch Top Word Pairs in Tweet in G3:
[63] social,media [44] #socialmedia,#marketing [24] read,more [22] #toi,#indiegame [22] #indiegame,#gamedev [22] #gamedev,#indiedev [22] #indiedev,#socialmedia [22] #socialmedia,#cybersecurity [22] #cybersecurity,#indiegamedev [22] #indiegamedev,#golive Top Word Pairs in Tweet in G4:
[172] evankirstel,#socialmedia [172] #socialmedia,command [172] command,center [5] covid,19 [5] 19,sparked [5] sparked,world's [5] world's,first [5] first,'infodemic' [5] 'infodemic',many [5] many,people Top Word Pairs in Tweet in G5:
[66] digital,marketing [30] marketing,#business [30] #business,#entrepreneur [30] #entrepreneur,#defstar5 [30] #defstar5,#internetmarketing [30] #internetmarketing,#marketing [30] #marketing,#analytics [30] #analytics,#socialmedia [29] kailashmarwall,digital [29] #socialmedia,#10 Top Word Pairs in Tweet in G6:
[152] #seo,#socialmedia [150] #socialmedia,#contentmarketing [140] #infographicb2b,#seo [111] social,media [80] #socialmedia,#socialmediamarketing [54] #socialmediamarketing,#smm [51] #oneofpoints,#socialmedia [47] #twitter,#facebook [40] #facebook,#instagram [39] content,marketing Top Word Pairs in Tweet in G7:
[33] service,please [33] please,click [33] click,see [27] professional,graphic [27] graphic,designer [27] designer,design [26] design,expentional [26] expentional,type [24] type,facebook [23] #seo,#marketing Top Word Pairs in Tweet in G8:
[16] #marketing,#socialmediamarketing [15] #digitalmarketing,#marketing [13] digital,marketing [12] social,media [12] #socialmedia,#business [12] #socialmedia,#marketing [12] #seo,#socialmedia [11] #socialmediamarketing,#digitalmarketing [11] #socialmediamarketing,#socialmedia [10] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G9:
[14] social,media [9] manage,negative [9] negative,#socialmedia [9] #socialmedia,comments [9] comments,read [9] read,more [9] more,#marketing [9] fix,#socialmedia [9] #socialmedia,blunders [9] blunders,#marketing Top Word Pairs in Tweet in G10:
[24] #digitalmarketing,#bigdata [22] #bigdata,#startups [20] presentation,template [18] #gamer,#gaming [18] #gaming,#youtube [18] #youtube,#channel [18] #channel,#art [18] #header,#socialmedia [18] #socialmedia,#design [18] #design,feel Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: