The graph represents a network of 5,952 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, 06 September 2020 at 12:41 UTC.
The requested start date was Sunday, 06 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 2-day, 19-hour, 12-minute period from Thursday, 03 September 2020 at 04:47 UTC to Sunday, 06 September 2020 at 00:00 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 : 5952
Unique Edges : 3758
Edges With Duplicates : 10288
Total Edges : 14046
Number of Edge Types : 5
Mentions : 2619
Retweet : 3214
Tweet : 3922
MentionsInRetweet : 4079
Replies to : 212
Self-Loops : 4143
Reciprocated Vertex Pair Ratio : 0.019180294770846
Reciprocated Edge Ratio : 0.0376386687797147
Connected Components : 2136
Single-Vertex Connected Components : 1478
Maximum Vertices in a Connected Component : 2126
Maximum Edges in a Connected Component : 7976
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.269942
Graph Density : 0.000142516934896638
Modularity : 0.411138
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,952 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, 06 September 2020 at 12:41 UTC.
The requested start date was Sunday, 06 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 2-day, 19-hour, 12-minute period from Thursday, 03 September 2020 at 04:47 UTC to Sunday, 06 September 2020 at 00:00 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:
[1161] social,media [278] #art,#socialmedia [249] àª,ઠ[246] #socialmedia,#seo [238] #socialmedia,#marketing [218] #contentmarketing,#socialmedia [210] #martkist,#socialmedia [204] #seo,#socialmedia [193] #visualcontenting,#contentmarketing [193] î,î Top Word Pairs in Tweet in G1:
[365] social,media [193] î,î [106] #martkist,#socialmedia [96] #socialmedia,#faucet [91] #socialmedia,#marketing [73] martkist,faucet [69] #socialmedia,#srudukfollow [65] eth,btc [62] btc,link [59] link,xrp Top Word Pairs in Tweet in G2:
[37] social,media [21] #tech,giants [17] #socialmedia,#marketing [16] #infographic,œ [16] œ,#tech [16] giants,massive [16] massive,amounts [16] amounts,#bigdata [16] #bigdata,collecting [16] #socialmedia,#cybersecurity Top Word Pairs in Tweet in G3:
[273] #art,#socialmedia [162] enjoy,enjoy [101] sun,loved [101] loved,moon [101] moon,much [101] much,died [101] died,night [101] night,breathe [101] breathe,#art [101] #socialmedia,#travel Top Word Pairs in Tweet in G4:
[124] social,media [63] #defstar5,#makeyourownlane [63] #digitalmarketing,#bigdata [60] #startup,tip [60] tip,today [60] today,#startups [60] #startups,#defstar5 [60] #makeyourownlane,#tech [60] #tech,#inspiring [60] #inspiring,#bigdata Top Word Pairs in Tweet in G5:
[127] martk,#martkist [80] community,martk [80] #martkist,#socialmedia [61] #socialmedia,#faucet [60] busy,september [60] september,community [60] #martkist,events [60] events,dates [60] dates,release [60] release,wmartk Top Word Pairs in Tweet in G6:
[36] #filmmaker,#cinematographer [33] 60,6k [31] #cinematographer,#actor [31] #actor,network [31] network,60 [31] 6k,#independentfilm [31] #independentfilm,professionals [31] professionals,looking [30] looking,grow [21] grow,traffic Top Word Pairs in Tweet in G7:
[10] #digitalmarketing,#businesscoach [10] #businesscoach,#digitalsabesh [10] #digitalsabesh,#socialmedia [10] #socialmedia,#businesstips [10] #businesstips,#onlinemarketing [10] #socialelbies,co [9] social,media [9] #socialmediamarketing,#services [9] #services,twitter [9] twitter,instagram Top Word Pairs in Tweet in G8:
[34] social,media [28] #socialmedia,#smm [23] 10,#bigdata [23] #bigdata,#statistics [23] #statistics,blow [23] blow,mind [23] mind,#fintech [23] #fintech,#socialmedia [23] #socialmedia,alex_woodie [22] spirosmargaris,10 Top Word Pairs in Tweet in G9:
[149] #seo,#socialmedia [149] #socialmedia,#contentmarketing [131] #infographicb2b,#seo [53] social,media [49] #socialmediamarketing,#socialmedia [34] content,marketing [33] #katyayan,#facebook [33] #facebook,#facebookboycott [32] #facebookboycott,#facebookwatch [30] #propaganda,#fakenews Top Word Pairs in Tweet in G10:
[109] #rashamidesai,mood [109] mood,take [109] take,kindly [109] kindly,trolling [109] trolling,social [109] social,media [109] media,#actress [109] #actress,#celebrity [109] #celebrity,#biggboss13 [109] #biggboss13,#sidharthshukla Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: