The graph represents a network of 4,070 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, 19 September 2021 at 15:15 UTC.
The requested start date was Sunday, 19 September 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 1-day, 10-hour, 38-minute period from Friday, 17 September 2021 at 10:30 UTC to Saturday, 18 September 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 : 4070
Unique Edges : 3341
Edges With Duplicates : 9279
Total Edges : 12620
Number of Edge Types : 5
Retweet : 2498
MentionsInRetweet : 3841
Tweet : 4666
Replies to : 241
Mentions : 1374
Self-Loops : 4787
Reciprocated Vertex Pair Ratio : 0.0243200836820084
Reciprocated Edge Ratio : 0.047485320398264
Connected Components : 1569
Single-Vertex Connected Components : 1068
Maximum Vertices in a Connected Component : 1310
Maximum Edges in a Connected Component : 8191
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.283307
Graph Density : 0.000236521961761578
Modularity : 0.344941
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,070 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, 19 September 2021 at 15:15 UTC.
The requested start date was Sunday, 19 September 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 1-day, 10-hour, 38-minute period from Friday, 17 September 2021 at 10:30 UTC to Saturday, 18 September 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:
[1868] #facebook,#instagram [1857] #twitter,#facebook [1740] #gift,#gifts [1551] #socialmedia,#pinterest [1450] #gifts,#giftideas [1373] #giftideas,#shop [1330] #shop,#shopping [1319] #deal,#gift [1292] #linkedin,#twitter [1252] #shopping,#affiliatemarketing Top Word Pairs in Tweet in G1:
[281] social,media [55] #socialmedia,#srudukfollow [35] #socialmedia,#subscribe [34] #marketing,#socialmedia [31] #socialmedia,#marketing [28] #socialmediamarketing,#socialmedia [26] #socialmedia,#socialmediamarketing [24] jely,gamat [23] media,marketing [23] help,reach Top Word Pairs in Tweet in G2:
[511] #socialmedia,#100daysofcode [445] #100daysofcode,#bigdata [312] #bigdata,#womenwhocode [251] #womenwhocode,#python [198] #python,#flutter [122] enilev,#socialmedia [94] enilev,betamoroney [94] betamoroney,#socialmedia [83] #flutter,#cybersecurity [58] betamoroney,enilev Top Word Pairs in Tweet in G3:
[69] #digitalhealth,#socialmedia [61] #socialmedia,#digitalmarketing [53] social,media [38] #digitalmarketing,#socialmedia [28] #socialmedia,#marketing [25] #marketing,#digitalmarketing [25] #lightlifeplatform,#smallbusiness [24] #socialmediamarketing,#socialmedia [20] #digitalmarketing,#marketing [20] #smallbusiness,#saas Top Word Pairs in Tweet in G4:
[40] social,media [37] #socialmedia,#contentmarketing [36] #socialmedia,#socialmediamarketing [34] #oneofpoints,#socialmedia [34] #socialmediamarketing,#smm [32] #seo,#socialmedia [20] #infographicb2b,#seo [19] réseaux,sociaux [12] marketinglbook,#marketinglivebook [12] #marketinglivebook,#seo Top Word Pairs in Tweet in G5:
[63] social,media [9] #socialmedia,#socialmedianews [8] #marketing,#socialmedia [7] #marketing,#digitalmarketing [7] online,business [6] areas,interest [6] interest,emotional [6] emotional,intelligence [6] intelligence,technology [6] technology,needs Top Word Pairs in Tweet in G6:
[39] think,publisher [39] publisher,marketer [39] marketer,#socialmedia [39] #socialmedia,#socialmediamarketing [39] #socialmediamarketing,#travel [39] #travel,#art [39] #art,#branding [39] #branding,#hospitality [38] havenlust,think [13] wait,over Top Word Pairs in Tweet in G7:
[19] being,used [19] used,more [19] more,more [17] cktechsandi,#socialmedia [15] #socialmedia,#socialmediamarketing [14] #socialmediamarketing,#socialmedia [14] today,myphillymedia [14] myphillymedia,gmail [14] social,media [13] #socialmedia,being Top Word Pairs in Tweet in G8:
[26] न,व [15] #salesforce,#dreamforce [15] #dreamforce,#startup [15] #startup,#startups [15] #startups,#ai [15] #ai,#socialmedia [15] #socialmedia,#futureofwork [15] #futureofwork,#hrtech [15] #hrtech,#cx [15] #cx,#df21 Top Word Pairs in Tweet in G9:
[2] #nevervoteconservative,#denofthieves [2] terryglavin,rolandparis [2] rolandparis,nspector4 [2] nspector4,nytimes [2] nytimes,clivechamilton [2] clivechamilton,cburton001 [2] cburton001,fredlitwin [2] fredlitwin,vshih2 [2] vshih2,gordongchang [2] gordongchang,david_mulroney Top Word Pairs in Tweet in G10:
[1854] #facebook,#instagram [1852] #twitter,#facebook [1738] #gift,#gifts [1549] #socialmedia,#pinterest [1450] #gifts,#giftideas [1373] #giftideas,#shop [1330] #shop,#shopping [1317] #deal,#gift [1289] #linkedin,#twitter [1252] #shopping,#affiliatemarketing Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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:
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Top Tweeters in G10: