The graph represents a network of 3,239 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, 26 December 2021 at 16:14 UTC.
The requested start date was Sunday, 26 December 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 2-day, 2-hour, 56-minute period from Thursday, 23 December 2021 at 18:12 UTC to Saturday, 25 December 2021 at 21:08 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 : 3239
Unique Edges : 2597
Edges With Duplicates : 10344
Total Edges : 12941
Number of Edge Types : 5
Tweet : 4497
Retweet : 2994
MentionsInRetweet : 3923
Mentions : 1438
Replies to : 89
Self-Loops : 4652
Reciprocated Vertex Pair Ratio : 0.0196248196248196
Reciprocated Edge Ratio : 0.0384941975658081
Connected Components : 1041
Single-Vertex Connected Components : 696
Maximum Vertices in a Connected Component : 1325
Maximum Edges in a Connected Component : 9741
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.904296
Graph Density : 0.000336864964727864
Modularity : 0.282224
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,239 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, 26 December 2021 at 16:14 UTC.
The requested start date was Sunday, 26 December 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 2-day, 2-hour, 56-minute period from Thursday, 23 December 2021 at 18:12 UTC to Saturday, 25 December 2021 at 21:08 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:
[2762] #facebook,#instagram [2748] #twitter,#facebook [2371] #gift,#gifts [2174] #deal,#gift [1977] #gifts,#giftideas [1899] #socialmedia,#pinterest [1897] #giftideas,#shop [1824] #shop,#shopping [1624] #tumblr,#twitter [1507] #shopping,#affiliatemarketing Top Word Pairs in Tweet in G1:
[194] social,media [62] #socialmedia,#srudukfollow [53] merry,christmas [37] #socialmedia,#socialmediamarketing [35] #socialmedia,#marketing [34] #socialmediamarketing,#socialmedia [32] #socialmedia,#business [28] #marketing,#socialmediamarketing [28] #jfb,#socialmedia [25] #digitalmarketing,#marketing Top Word Pairs in Tweet in G2:
[29] margaretsiegien,pawlowskimario [28] #socialmedia,#marketing [27] jblefevre60,nicochan33 [25] #socialmedia,#emergingtech [23] #digitaltransformation,#futureofwork [22] future,#advertising [22] #advertising,margaretsiegien [22] pawlowskimario,jblefevre60 [22] nicochan33,mvollmer1 [22] mvollmer1,anand_narang Top Word Pairs in Tweet in G3:
[228] #digital,#cx [222] #datascientist,#digital [152] chidambara09,#datascientist [142] #frenchtech,#women [138] #ehealth,#datascience [135] #fashiontech,#ehealth [132] #cx,#women [132] #women,#ehealth [132] #datascience,#ai [132] #ai,#finserv Top Word Pairs in Tweet in G4:
[66] social,media [28] #turismo,#hoteles [28] #marketing,#digitalmarketing [28] #digitalmarketing,#socialmedia [27] #hoteles,#marketingturístico [27] #marketingturístico,#marketing [27] #socialmedia,#sectorturístico [27] #sectorturístico,#puertovallarta [26] #puertovallarta,#loscabos [25] #loscabos,#cabosanlucas Top Word Pairs in Tweet in G5:
[17] here's,world [17] world,used [17] used,#apps [17] #apps,downstream [17] downstream,traffic [17] traffic,visualcap [17] visualcap,#mobile [17] #mobile,#socialmedia [17] #socialmedia,#ai [17] #ai,#tech Top Word Pairs in Tweet in G6:
[12] बह,त [11] आज,twitter [11] twitter,पर [11] पर,म [11] म,र [11] र,2k [11] 2k,फ [11] फ,ल [11] ल,अर [11] अर,स Top Word Pairs in Tweet in G7:
[54] #digitalhealth,#socialmedia [42] #socialmedia,#digitalmarketing [17] #digitalmarketing,#mhealth [16] #datascientist,#digital [16] #digital,#cx [16] covid,19 [14] chidambara09,#datascientist [14] social,media [14] #frenchtech,#women [13] fda,authorizes Top Word Pairs in Tweet in G8:
[52] 25th,december [52] december,2021 [43] #top,1000 [43] 1000,tweeters [43] tweeters,25th [43] 2021,#fbpe [43] #fbpe,#fbpeglobal [43] #fbpeglobal,#fbpa [43] #fbpa,#fbr [43] #fbr,#progressivealiance Top Word Pairs in Tweet in G9:
[8] social,media [5] management,tools [4] great,list [4] list,social [4] media,management [4] tools,right [4] right,see [4] see,lot [4] lot,favorites [4] favorites,list Top Word Pairs in Tweet in G10:
[14] #tech,#socialmedia [7] more,#ai [6] toyota's,prototype [6] prototype,#smartcity [6] #smartcity,future [6] future,mount [6] mount,fuji [6] fuji,japan [6] japan,realtechmatters [6] realtechmatters,#tech Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: