The graph represents a network of 4,338 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, 07 June 2020 at 13:14 UTC.
The requested start date was Sunday, 07 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 4-hour, 51-minute period from Friday, 05 June 2020 at 19:08 UTC to Sunday, 07 June 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 : 4338
Unique Edges : 2802
Edges With Duplicates : 5935
Total Edges : 8737
Number of Edge Types : 5
Tweet : 2729
Replies to : 86
Mentions : 974
Retweet : 2178
MentionsInRetweet : 2770
Self-Loops : 2808
Reciprocated Vertex Pair Ratio : 0.00889016346429596
Reciprocated Edge Ratio : 0.0176236498010233
Connected Components : 1630
Single-Vertex Connected Components : 1077
Maximum Vertices in a Connected Component : 1142
Maximum Edges in a Connected Component : 3505
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.048753
Graph Density : 0.000186989347135039
Modularity : 0.472776
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,338 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, 07 June 2020 at 13:14 UTC.
The requested start date was Sunday, 07 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 4-hour, 51-minute period from Friday, 05 June 2020 at 19:08 UTC to Sunday, 07 June 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 G2:
[251] unexpected,#distancing [39] #distancing,kept [30] kept,apart [29] apart,#socialmedia [25] #socialmedia,connected [24] connected,fangled [23] fangled,#2020 [23] #2020,#appupdates [23] poorvika_mobile,unexpected [23] social,media Top Word Pairs in Tweet in G3:
[156] #socialmedia,#machinelearning [156] #machinelearning,#ai [156] #ai,#bigdata [156] #bigdata,#analytics [156] #analytics,#datascience [156] #datascience,#iot [156] pinakilaskar,#socialmedia [156] #iot,#python [155] #python,#rstats [23] #rstats,#cybersecurity Top Word Pairs in Tweet in G4:
[16] digital,marketing [16] #digitalmarketing,#growthhacking [16] #growthhacking,#startups [16] #seo,#marketing [16] #startups,#makeyourownlane [16] #makeyourownlane,#seo [15] colleges,digital [12] marketing,ep1 [12] ep1,#digitalmarketing [12] hirendrarao,colleges Top Word Pairs in Tweet in G5:
[92] #webdesign,#webdeveloper [52] #webdeveloper,#website [52] #website,#digitalmarketing [46] #digitalmarketing,#coding [45] #vr,machine [45] machine,makes [44] makes,feel [44] feel,flying [44] flying,intheknow [43] intheknow,#datascience Top Word Pairs in Tweet in G6:
[25] #marketing,news [25] #advertising,newswire [25] alexis,ohanian [23] ok,one [19] one,pretty [19] pretty,interesting [19] interesting,think [19] think,guys [19] guys,gals [19] entrepreneur,#socialmedia Top Word Pairs in Tweet in G7:
[16] using,social [14] social,media [13] media,merely [13] merely,right [13] right,huge [13] huge,responsibility [13] responsibility,इज [13] इज,ह [13] ह,र [12] र,करन Top Word Pairs in Tweet in G8:
[87] astaghfirullah,haraam [87] haraam,sister [87] sister,let's [87] let's,responsible [87] responsible,muftimenk [87] muftimenk,#socialmedia [87] #socialmedia,#muslims [87] #muslims,#islam [87] #islam,#tiktok [87] accidentalmslms,astaghfirullah Top Word Pairs in Tweet in G9:
[75] yesterday,deleted [75] deleted,facebook [75] facebook,account [75] account,hard [75] hard,decision [75] decision,know [75] know,better [75] better,#socialmedia [75] subschneider,yesterday [74] #socialmedia,#protests202 Top Word Pairs in Tweet in G10:
[6] #socialmedia,#seo [6] #visualcontenting,#contentmarketing [6] #contentmarketing,#socialmedia [6] social,media [6] #seo,tips [6] #digitalmarketing,#socialmedia [6] #socialmedia,#smm [6] #seo,ways [5] media,marketing [5] content,social Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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