The graph represents a network of 5,416 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, 25 October 2020 at 12:38 UTC.
The requested start date was Sunday, 25 October 2020 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, 6-hour, 43-minute period from Friday, 23 October 2020 at 17:17 UTC to Sunday, 25 October 2020 at 00:00 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 : 5416
Unique Edges : 3769
Edges With Duplicates : 7563
Total Edges : 11332
Number of Edge Types : 5
Tweet : 4829
Mentions : 1738
MentionsInRetweet : 2533
Retweet : 2051
Replies to : 181
Self-Loops : 4991
Reciprocated Vertex Pair Ratio : 0.0258714596949891
Reciprocated Edge Ratio : 0.0504380143350146
Connected Components : 2457
Single-Vertex Connected Components : 1716
Maximum Vertices in a Connected Component : 1187
Maximum Edges in a Connected Component : 4413
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.970387
Graph Density : 0.000128445384626925
Modularity : 0.412248
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,416 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, 25 October 2020 at 12:38 UTC.
The requested start date was Sunday, 25 October 2020 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, 6-hour, 43-minute period from Friday, 23 October 2020 at 17:17 UTC to Sunday, 25 October 2020 at 00:00 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:
[1027] social,media [256] #socialmedia,#seo [225] #socialmedia,#marketing [215] #contentmarketing,#socialmedia [196] #visualcontenting,#contentmarketing [147] #marketing,#socialmedia [131] #socialmedia,#socialmediamarketing [130] #seo,#socialmedia [118] media,marketing [112] #socialmedia,#contentmarketing Top Word Pairs in Tweet in G1:
[474] social,media [89] #socialmedia,#srudukfollow [88] #socialmedia,#marketing [71] #marketing,#socialmedia [70] #socialmediamarketing,#socialmedia [55] media,marketing [51] #socialmedia,#smm [50] #socialmedia,#socialmediamarketing [41] #jfb,#socialmedia [38] #socialmedia,#seo Top Word Pairs in Tweet in G2:
[67] social,media [43] #socialmedia,#marketingdigital [36] #socialmedia,marketing [36] marketing,#influencer [34] digitalscoutings,top [34] #socialmedia,#communitymanager [33] #bulk,#data [31] #influencer,ranking [30] ranking,thank [25] #selling,#bulk Top Word Pairs in Tweet in G3:
[27] #socialmedia,marketing [26] stratorob,digitalscoutings [26] digitalscoutings,top [26] marketing,#influencer [26] thank,inspiration [23] #influencer,ranking [22] ranking,thank [13] top,100 [13] 100,#socialmedia [12] social,media Top Word Pairs in Tweet in G4:
[29] #ai,#iot [28] 10,stages [28] stages,#socialmedia [28] ingliguori,#digitaltransformation [28] #digitaltransformation,#cloud [28] #cloud,#machinelearning [28] #bigdata,#ai [28] #iot,#tech [28] #tech,#data [28] #data,#usa Top Word Pairs in Tweet in G5:
[194] #visualcontenting,#contentmarketing [194] #contentmarketing,#socialmedia [194] #socialmedia,#seo [29] vcontenting,#visualcontenting [26] instagram,facebook [25] #socialmediamarketing,#services [25] #services,twitter [25] #rt,vcontenting [24] twitter,instagram [23] facebook,linkedin Top Word Pairs in Tweet in G6:
[54] #twitter,#facebook [49] #facebook,#instagram [45] quickbooks,discount [36] #socialmedia,#marketing [31] #marketing,#contentmarketing [30] social,media [29] #contentmarketing,#inboundmarketing [27] #socialmedia,#socialmediamarketing [26] #instagram,#socialmedia [25] #inboundmarketing,#blog Top Word Pairs in Tweet in G7:
[23] social,media [21] fb,marketing [17] click,link [16] link,more [15] media,marketing [15] marketing,manager [15] manager,click [15] looking,#facebook [15] #facebook,promotion [15] promotion,#marketing Top Word Pairs in Tweet in G8:
[29] #toi,#indiegame [29] #indiegame,#gamedev [29] #gamedev,#indiedev [29] #indiedev,#socialmedia [29] #socialmedia,#cybersecurity [28] #cybersecurity,fabriziobustama [25] fabriziobustama,#golive [18] #ai,#toi [15] #golive,#manali [9] #innovation,#tech Top Word Pairs in Tweet in G9:
[14] social,media [11] #digitalmarketing,#bigdata [10] powerpoint,presentation [10] presentation,template [10] template,#digitalmarketing [10] #socialmedia,myths [10] myths,wired [9] debunking,#election [9] #election,#socialmedia [9] wired,video Top Word Pairs in Tweet in G10:
[50] happy,saturday [50] saturday,everyone [50] everyone,#saturdaymotivation [50] #saturdaymotivation,#rt [50] #rt,#knowyourworth [50] #knowyourworth,#followback [50] #followback,#positivevibes [50] #positivevibes,#socialmedia [49] pittman_nairobi,happy Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: