The graph represents a network of 4,127 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, 21 March 2021 at 15:25 UTC.
The requested start date was Sunday, 21 March 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 20-hour, 30-minute period from Saturday, 20 March 2021 at 03:30 UTC to Sunday, 21 March 2021 at 00:01 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 : 4127
Unique Edges : 2783
Edges With Duplicates : 8115
Total Edges : 10898
Number of Edge Types : 5
Tweet : 5180
Mentions : 1194
Retweet : 2033
MentionsInRetweet : 2378
Replies to : 113
Self-Loops : 5299
Reciprocated Vertex Pair Ratio : 0.0184476157326836
Reciprocated Edge Ratio : 0.0362269309637731
Connected Components : 1847
Single-Vertex Connected Components : 1325
Maximum Vertices in a Connected Component : 1089
Maximum Edges in a Connected Component : 5348
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.021718
Graph Density : 0.000171834605140403
Modularity : 0.330596
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 4,127 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, 21 March 2021 at 15:25 UTC.
The requested start date was Sunday, 21 March 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 20-hour, 30-minute period from Saturday, 20 March 2021 at 03:30 UTC to Sunday, 21 March 2021 at 00:01 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:
[1955] #facebook,#instagram [1954] #twitter,#facebook [1906] #socialmedia,#pinterest [1720] #gift,#gifts [1718] #linkedin,#twitter [1686] #pinterest,#medium [1394] #instagram,#tiktok [1390] #tiktok,#socialmedia [1305] #deal,#gift [1165] #medium,#deal Top Word Pairs in Tweet in G1:
[689] #twitter,#facebook [688] #facebook,#instagram [670] #socialmedia,#pinterest [657] #linkedin,#twitter [641] #pinterest,#medium [597] #gift,#gifts [454] #deal,#gift [439] #medium,#deal [418] social,media [354] #instagram,#tiktok Top Word Pairs in Tweet in G2:
[191] #bigdata,#uk [191] #uk,#linkedin [191] #linkedin,#supplychain [189] #supplychain,#women [167] #women,#insurtech [167] #insurtech,#usa [124] #socialmedia,#seo [123] #visualcontenting,#contentmarketing [123] #contentmarketing,#socialmedia [114] #usa,#socialmedia Top Word Pairs in Tweet in G3:
[10] business,website [10] website,#website [10] #website,#webdesign [10] #webdesign,#marketing [10] #marketing,#design [9] #design,#websitedesign [6] social,media [6] last,night [6] night,#whatsappdown [6] #whatsappdown,#instagramdown Top Word Pairs in Tweet in G4:
[14] social,media [11] #business,#economy [11] #economy,#leadership [11] #leadership,#management [11] #management,#hr [10] #socialmedia,#marketing [9] #socialmedia,#tech [6] tesla,national [6] national,security [6] security,threat Top Word Pairs in Tweet in G5:
[46] journey,arrival [46] arrival,matters [46] matters,eliot [46] eliot,#travel [46] #travel,#socialmedia [46] #socialmedia,#sunset [45] havenlust,journey [45] #art,#socialmedia [42] look,confused [42] confused,thinking Top Word Pairs in Tweet in G6:
[1256] #facebook,#instagram [1249] #twitter,#facebook [1225] #socialmedia,#pinterest [1113] #gift,#gifts [1049] #linkedin,#twitter [1034] #pinterest,#medium [1031] #tiktok,#socialmedia [1026] #instagram,#tiktok [851] #deal,#gift [726] #medium,#deal Top Word Pairs in Tweet in G7:
[12] social,media [7] #marketing,#digitalmarketing [4] #digitalmarketing,#contentmarketing [4] video,content [3] quand,semrush_fr [3] semrush_fr,mounirdigital [3] community,manager [3] réseaux,sociaux [3] #réseauxsociaux,#cm [3] fahrenheit,451 Top Word Pairs in Tweet in G8:
[26] #digitalmarketing,#marketing [21] #marketing,#socialmediamarketing [21] #socialmediamarketing,#socialmedia [16] #socialmedia,#business [10] #dhandabusinessbloggers,#digital [10] #digital,#trendingnow [10] #trendingnow,#instagram [10] #instagram,#facebook [10] #facebook,#socialmedia [10] #socialmedia,#delhi Top Word Pairs in Tweet in G9:
[25] #digitalhealth,#socialmedia [14] #socialmedia,#digitalmarketing [9] julie,cynthia [8] cynthia,2blondesmedia [6] #marketing,differences [6] differences,between [6] between,#advertising [6] #advertising,#socialmedia [6] #socialmedia,#frizemedia [6] _timos_,vaccine Top Word Pairs in Tweet in G10:
[14] social,media [10] #socialmedia,#marketing [8] create,#socialmedia [8] #marketing,plan [5] plan,scratch [5] scratch,startgrowthhack [5] importance,visual [5] visual,content [5] content,graphitales [5] graphitales,#contentmarketing Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: