The graph represents a network of 5,609 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, 18 December 2022 at 16:15 UTC.
The requested start date was Sunday, 18 December 2022 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 1-day, 15-hour, 8-minute period from Friday, 16 December 2022 at 09:52 UTC to Sunday, 18 December 2022 at 01:00 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 : 5609
Unique Edges : 4097
Edges With Duplicates : 10089
Total Edges : 14186
Number of Edge Types : 5
Retweet : 2431
MentionsInRetweet : 3481
Tweet : 4620
Mentions : 3395
Replies to : 259
Self-Loops : 4867
Reciprocated Vertex Pair Ratio : 0.0232797692624639
Reciprocated Edge Ratio : 0.0455003019931548
Connected Components : 1958
Single-Vertex Connected Components : 1418
Maximum Vertices in a Connected Component : 2210
Maximum Edges in a Connected Component : 8098
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.877149
Graph Density : 0.000157906757252012
Modularity : 0.394871
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,609 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, 18 December 2022 at 16:15 UTC.
The requested start date was Sunday, 18 December 2022 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 1-day, 15-hour, 8-minute period from Friday, 16 December 2022 at 09:52 UTC to Sunday, 18 December 2022 at 01:00 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:
[984] social,media [392] #socialmedia,#business [338] #datascientist,#csuite [338] #smartcity,#datascientist [338] #csuite,#digitalhealth [338] #healthtech,#smartcity [337] #cx,#ehealth [337] #web3,#cx [337] #ehealth,#finserv [337] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[409] social,media [98] #socialmedia,#srudukfollow [85] #facebook,#socialmedia [82] #socialmedia,#marketing [73] right,hacker [72] meet,right [72] hacker,available [71] need,meet [68] recovered,need [64] #socialmedia,#reddit Top Word Pairs in Tweet in G2:
[46] social,media [46] #freespeech,#socialmedia [46] patriot,friendly [46] free,speech [46] friendly,free [46] media,video [46] speech,social [46] #video,#patriot [46] video,sites [46] #patriot,trump Top Word Pairs in Tweet in G3:
[331] #datascientist,#csuite [331] #smartcity,#datascientist [331] #healthtech,#smartcity [331] #csuite,#digitalhealth [330] #ehealth,#finserv [330] #web3,#cx [330] #digitalhealth,#web3 [330] #cx,#ehealth [312] #finserv,#cloud [193] chidambara09,#healthtech Top Word Pairs in Tweet in G4:
[93] social,media [20] #jfb,#socialmedia [17] #social,#socialmedia [14] reasons,bullish [14] momentum,#genblok [14] many,reasons [14] very,convinced [14] #genblok,builds [14] convinced,momentum [14] builds,again Top Word Pairs in Tweet in G5:
[251] #socialmedia,#business [174] #affiliatemarketing,#digitalmarketing [174] #digitalmarketing,#socialmedia [157] #business,#affiliate [125] #affiliate,#socialmedia [104] #discounts,#affiliatemarketing [104] #deals,#discounts [95] #business,#deal [88] #book,#poetry [88] #film,#movie Top Word Pairs in Tweet in G6:
[34] global,population [17] population,passed [17] passed,billion [17] billion,12 [17] gt,gt [17] reveals,global [17] hits,billion [17] population,hits [17] 12,years [17] years,global Top Word Pairs in Tweet in G7:
[101] seriously,look [101] cashrain,#cashrain [101] look,cashrain [101] #bitcoincash,#socialmedia [101] beast,seriously [101] mr,beast [101] #cashrain,#bitcoincash [100] panterabch,mr [100] #socialmedia,#youtube Top Word Pairs in Tweet in G8:
[35] #seo,#socialmedia [24] #socialmedia,#redessociales [22] #socialmedia,#marketing [22] #marketingdigital,#marketingmóvil [22] #marketingmóvil,#socialmedia [20] social,media [19] #marketing,#socialmedia [19] follow,pop [19] #popoo,#popooapp [19] #redessociales,#realidadaumentada Top Word Pairs in Tweet in G9:
[46] #bulk,#data [41] #selling,#bulk [37] cursortek,#selling [31] 3k,plus [26] plus,#businesses [26] #businesses,#categoires [17] #socialmedia,#networking [16] #hotels,#restaurants [16] #scraping,#datamining [16] #socialmedia,#scraping Top Word Pairs in Tweet in G10:
[25] #digitalindia,#digitaltransformation [25] #digital,#revolution [25] another,#milestone [25] #revolution,#digitalindia [25] #newindia,#digital [25] #milestone,#newindia [25] #digitaltransformation,#digitalmarketing [24] skodineya,another [24] #digitalmarketing,#online [24] #online,#onl Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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 G5:
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Top Tweeters in G10: