The graph represents a network of 4,690 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, 15 August 2021 at 15:13 UTC.
The requested start date was Sunday, 15 August 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, 9-minute period from Wednesday, 11 August 2021 at 17:57 UTC to Friday, 13 August 2021 at 21:07 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 : 4690
Unique Edges : 2790
Edges With Duplicates : 9350
Total Edges : 12140
Number of Edge Types : 5
Tweet : 4509
Mentions : 1344
Retweet : 2913
MentionsInRetweet : 3291
Replies to : 83
Self-Loops : 4715
Reciprocated Vertex Pair Ratio : 0.0239567233384853
Reciprocated Edge Ratio : 0.0467924528301887
Connected Components : 1590
Single-Vertex Connected Components : 1042
Maximum Vertices in a Connected Component : 1569
Maximum Edges in a Connected Component : 6781
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.916046
Graph Density : 0.00018075239377557
Modularity : 0.374274
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,690 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, 15 August 2021 at 15:13 UTC.
The requested start date was Sunday, 15 August 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, 9-minute period from Wednesday, 11 August 2021 at 17:57 UTC to Friday, 13 August 2021 at 21:07 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:
[1641] #facebook,#instagram [1633] #twitter,#facebook [1569] #gift,#gifts [1500] #gifts,#giftideas [1494] #giftideas,#shop [1468] #shop,#shopping [1346] #shopping,#affiliatemarketing [1275] #affiliatemarketing,#bitcoin [1230] #socialmedia,#pinterest [1210] #deal,#gift Top Word Pairs in Tweet in G1:
[342] social,media [53] #socialmedia,#marketing [51] #socialmedia,#srudukfollow [50] #marketing,#socialmedia [47] #socialmedia,#socialmediamarketing [41] #socialmedia,#business [37] #digitalmarketing,#socialmedia [36] media,marketing [32] #socialmediamarketing,#socialmedia [30] #socialmarketing,#socialmedia Top Word Pairs in Tweet in G2:
[815] ट,व [815] व,टर [545] ल,ग [544] र,ह [544] ह,ल [544] ग,ध [273] क,ग [273] ग,र [273] र,स [273] ध,क Top Word Pairs in Tweet in G3:
[123] #socialmedia,#100daysofcode [116] #100daysofcode,#bigdata [87] #python,#flutter [82] #bigdata,#womenwhocode [80] #womenwhocode,#python [54] #flutter,#cybersecurity [40] social,media [27] #cybersecurity,#rstats [27] xd,figma [27] figma,#design Top Word Pairs in Tweet in G4:
[216] #plymouth,please [216] please,remember [216] remember,rules [216] rules,video [216] video,circulating [216] circulating,#socialmedia [215] hines_stephen,#plymouth Top Word Pairs in Tweet in G5:
[73] #socialmedia,#digitalmarketing [63] #digitalhealth,#socialmedia [61] social,media [25] #socialmediamarketing,#socialmedia [24] digital,marketing [23] #marketing,#digitalmarketing [22] #socialmedia,#business [21] #digitalmarketing,#socialmedia [21] explore,100 [21] 100,job Top Word Pairs in Tweet in G6:
[16] social,media [8] boost,career [8] join,pm [8] conversation,amazing [8] amazing,marshacollier [7] career,social [7] media,join [7] pm,today [7] today,conversation [4] wendymarx,boost Top Word Pairs in Tweet in G7:
[32] #marketing,news [24] social,jukebox [23] #socialmedia,#advertising [19] #advertising,#influencermarketing [18] #tech,#trending [17] entrepreneur,#tech [17] #tech,#socialmedia [17] entrepreneur,#socialmedia [16] #trending,#socialmedia [16] social,media Top Word Pairs in Tweet in G8:
[51] social,media [25] join,intensive [25] intensive,half [25] half,day [25] day,event [23] event,september [21] analysis,using [19] september,17th [17] 17th,learn [16] #phdchat,#socialmedia Top Word Pairs in Tweet in G9:
[52] #socialmedia,#inspiration [51] listen,lt [51] lt,gt [51] gt,#dance [51] #dance,#love [51] #love,#songs [51] #songs,#inspiration [51] #inspiration,#friends [50] #friends,#creativity [49] #creativity,#listenup Top Word Pairs in Tweet in G10:
[16] social,media [7] #instagram,#socialmedia [6] hide,likes [5] smart,tools [5] tools,help [5] help,improve [5] improve,social [5] thinking,advertising [5] advertising,twitter [5] twitter,check Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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:
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Top Mentioned in G5:
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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: