The graph represents a network of 4,504 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 Wednesday, 06 January 2021 at 13:37 UTC.
The requested start date was Sunday, 03 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 1-day, 5-hour, 11-minute period from Friday, 01 January 2021 at 17:55 UTC to Saturday, 02 January 2021 at 23:07 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 : 4504
Unique Edges : 3287
Edges With Duplicates : 8516
Total Edges : 11803
Number of Edge Types : 5
Retweet : 2493
Tweet : 4636
Mentions : 1328
MentionsInRetweet : 3233
Replies to : 113
Self-Loops : 4808
Reciprocated Vertex Pair Ratio : 0.023317435082141
Reciprocated Edge Ratio : 0.0455722423614707
Connected Components : 1849
Single-Vertex Connected Components : 1315
Maximum Vertices in a Connected Component : 1502
Maximum Edges in a Connected Component : 6473
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.940397
Graph Density : 0.0001904197280755
Modularity : 0.373956
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,504 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 Wednesday, 06 January 2021 at 13:37 UTC.
The requested start date was Sunday, 03 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 1-day, 5-hour, 11-minute period from Friday, 01 January 2021 at 17:55 UTC to Saturday, 02 January 2021 at 23:07 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:
[1172] social,media [763] #twitter,#facebook [704] #facebook,#instagram [615] #socialmedia,#pinterest [600] #linkedin,#twitter [593] #instagram,#tiktok [589] #tiktok,#socialmedia [589] #pinterest,#medium [588] #reddit,#gift [588] #medium,#reddit Top Word Pairs in Tweet in G1:
[580] social,media [235] media,marketing [212] #facebook,#instagram [210] #twitter,#facebook [195] marketing,manager [191] manager,content [191] content,creator [188] #socialmedia,#pinterest [176] #linkedin,#twitter [168] #instagram,#tiktok Top Word Pairs in Tweet in G2:
[90] #digitalmarketing,#bigdata [78] #bigdata,#startups [65] template,#digitalmarketing [60] #startups,#startup [53] social,media [51] #socialmedia,app [51] app,allows [51] allows,users [51] users,worldwide [51] share,ideas Top Word Pairs in Tweet in G3:
[140] social,media [100] visualizing,social [100] media,universe [100] universe,2020 [97] 2020,#socialmedia [95] #socialmedia,#internet [89] wef,visualizing [46] entrepreneur,#socialmedia [38] #digitalhealth,#socialmedia [33] #socialmedia,#tech Top Word Pairs in Tweet in G4:
[514] #twitter,#facebook [474] #facebook,#instagram [410] #socialmedia,#pinterest [409] #reddit,#gift [408] #linkedin,#twitter [408] #pinterest,#medium [406] #medium,#reddit [405] #instagram,#tiktok [404] #tiktok,#socialmedia [369] #gift,#gifts Top Word Pairs in Tweet in G5:
[23] anthonyrochand,comment [17] 24,ans [15] #marketingdigital,#socialmedia [15] instagram,reste [15] reste,nouveau [15] nouveau,réseau [15] réseau,préféré [15] préféré,influenceurs [14] comment,améliorer [14] améliorer,roi Top Word Pairs in Tweet in G6:
[66] strengthen,resolve [66] resolve,oh [66] oh,twitter [66] twitter,#socialmedia [66] #socialmedia,#google [66] #google,others [66] others,suppressing [66] suppressing,followers [66] followers,messages [65] sidneypowell1,strengthen Top Word Pairs in Tweet in G7:
[85] opened,two [85] two,gifts [85] gifts,morning [85] morning,eyes [85] eyes,#goodmorning [85] #goodmorning,#love [85] #love,#travel [83] #art,#socialmedia [81] havenlust,opened [54] #travel,#saturdaymotivation Top Word Pairs in Tweet in G8:
[40] social,media [19] free,advertises [19] advertises,traffic [19] traffic,social [19] media,exchangers [19] exchangers,tools [19] tools,platforms [19] platforms,check [19] check,#free [18] webuxinfo,free Top Word Pairs in Tweet in G9:
[56] #marketing,#contentmarketing [46] #contentmarketing,#inboundmarketing [42] #inboundmarketing,#blog [39] #blog,#mktg [34] #mktg,#socialmedia [31] social,media [25] #socialmedia,#socialmediamarketing [24] #socialmediamarketing,#smm [24] #smm,#growthhacking [24] #growthhacking,#website Top Word Pairs in Tweet in G10:
[7] promote,business [7] business,worldwide [7] worldwide,soon [7] soon,possible [7] possible,facebook [7] facebook,marketing [6] calgary's,business [5] #calgary,#yyc [5] tell,story [5] story,share Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: