The graph represents a network of 5,117 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, 24 October 2021 at 15:15 UTC.
The requested start date was Sunday, 24 October 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 2-day, 3-hour, 4-minute period from Wednesday, 20 October 2021 at 18:03 UTC to Friday, 22 October 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 : 5117
Unique Edges : 4080
Edges With Duplicates : 9526
Total Edges : 13606
Number of Edge Types : 5
Mentions : 2239
Tweet : 4291
Retweet : 2949
MentionsInRetweet : 3998
Replies to : 129
Self-Loops : 4458
Reciprocated Vertex Pair Ratio : 0.0354595475850825
Reciprocated Edge Ratio : 0.0684904546349144
Connected Components : 1768
Single-Vertex Connected Components : 1141
Maximum Vertices in a Connected Component : 1691
Maximum Edges in a Connected Component : 8161
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.120319
Graph Density : 0.000194090036691077
Modularity : 0.403476
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,117 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, 24 October 2021 at 15:15 UTC.
The requested start date was Sunday, 24 October 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 2-day, 3-hour, 4-minute period from Wednesday, 20 October 2021 at 18:03 UTC to Friday, 22 October 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:
[1158] #facebook,#instagram [1136] #twitter,#facebook [1089] #gift,#gifts [1058] #gifts,#giftideas [1049] #giftideas,#shop [1039] #shop,#shopping [1022] #shopping,#affiliatemarketing [1014] social,media [952] #deal,#gift [878] #affiliatemarketing,#bitcoin Top Word Pairs in Tweet in G1:
[346] social,media [59] #marketing,#socialmedia [59] #socialmedia,#srudukfollow [56] #socialmedia,#marketing [41] media,marketing [38] #socialmedia,#socialmediamarketing [38] #socialmedia,#business [32] #digitalmarketing,#socialmedia [30] #socialmediamarketing,#socialmedia [29] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G2:
[275] #digital,#tech [265] #tech,#cloud [251] #ai,#datascience [246] #datascience,#finserv [230] #cloud,#ai [203] #finserv,#machinelearning [159] #machinelearning,#bigdata [82] #100daysofcode,#javascript [67] reportedly,changing [67] changing,name Top Word Pairs in Tweet in G3:
[86] social,media [53] #tech,#socialmedia [53] #advertising,newswire [44] #socialmedia,#digital [44] #digitalhealth,#socialmedia [41] #socialmedia,#digitalmarketing [39] #digitalmarketing,#socialmedia [38] #socialmediamarketing,#socialmedia [35] #marketing,#socialmedia [33] #digitalmarketing,#marketing Top Word Pairs in Tweet in G4:
[18] social,media [13] anti,bangladesh [13] bangladesh,forces [13] forces,following [13] following,same [13] same,pattern [13] pattern,using [13] using,#socialmedia [13] #socialmedia,incite [13] incite,communal Top Word Pairs in Tweet in G5:
[103] social,media [27] truth,social [14] president,trump [12] former,president [12] media,platform [11] #socialmedia,#socialmedianews [10] #ajustiçanãopara,#ajustiçapróximadocidadão [10] #ajustiçapróximadocidadão,#redessociais [10] #redessociais,#socialmedia [9] plans,launch Top Word Pairs in Tweet in G6:
[55] #fbpe,#fbpeglobal [51] 2021,#fbpe [51] #fbpeglobal,#fbpa [51] #fbpa,#fbppr [51] #fbppr,#fbr [47] #top1000,tweeters [47] tweeters,20th [47] 20th,october [47] october,2021 [46] sydesjokes,#top1000 Top Word Pairs in Tweet in G7:
[4] #brandpartners,#luxury [4] #luxury,#cruises [4] #yachts,#travel [4] #travel,#foodies [4] #foodies,#tv [3] #tv,#lorimoreno [3] work,amazing [3] amazing,people [3] people,brands [3] brands,organisations Top Word Pairs in Tweet in G8:
[4] former,president [4] president,donald [4] donald,trump [4] trump,launch [4] launch,#socialmedia [4] #socialmedia,#app [4] #app,truth [4] truth,social [4] social,'stand [3] marioskaratzias,former Top Word Pairs in Tweet in G9:
[19] #nafter,#naft [18] check,maddie [18] maddie,payton's [18] payton's,video [18] video,#tiktok [17] #naft,#nafttoken [17] #nafttoken,#nft [16] #nft,#nftartist [15] #nftartist,#soongang [15] #soongang,#nafterians Top Word Pairs in Tweet in G10:
[19] digital,marketing [16] week's,top [16] top,digital [16] marketing,articles [9] #seo,#socialmedia [9] #socialmedia,#emailmarketing [9] #emailmarketing,#linkbuilding [8] pagetraffic,week's [7] #contentmarketing,#seo [5] #digitalmarketing,#contentmarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: