The graph represents a network of 4,512 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 Monday, 28 October 2019 at 12:42 UTC.
The requested start date was Sunday, 27 October 2019 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, 3-hour, 9-minute period from Friday, 25 October 2019 at 20:50 UTC to Sunday, 27 October 2019 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 : 4512
Unique Edges : 3815
Edges With Duplicates : 2428
Total Edges : 6243
Number of Edge Types : 3
Tweet : 3490
Mentions : 2682
Replies to : 71
Self-Loops : 3490
Reciprocated Vertex Pair Ratio : 0.00498657460682777
Reciprocated Edge Ratio : 0.0099236641221374
Connected Components : 2123
Single-Vertex Connected Components : 1349
Maximum Vertices in a Connected Component : 405
Maximum Edges in a Connected Component : 1020
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.629654
Graph Density : 0.000128723954525659
Modularity : 0.541517
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,512 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 Monday, 28 October 2019 at 12:42 UTC.
The requested start date was Sunday, 27 October 2019 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, 3-hour, 9-minute period from Friday, 25 October 2019 at 20:50 UTC to Sunday, 27 October 2019 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[630] social,media [255] #website,#leadership [255] #leadership,#entrepreneur [255] #entrepreneur,#business [240] #1digital,mall [240] mall,#positivevibes [240] #positivevibes,#website [218] #socialmedia,#marketing [180] #socialmedia,#seo [170] #contentmarketing,#socialmedia Top Word Pairs in Tweet in G1:
[296] social,media [255] #website,#leadership [255] #leadership,#entrepreneur [255] #entrepreneur,#business [240] #1digital,mall [240] mall,#positivevibes [240] #positivevibes,#website [70] #socialmedia,#srudukfollow [66] check,out [63] #socialmedia,#marketing Top Word Pairs in Tweet in G2:
[158] #contentmarketing,#socialmedia [156] #socialmedia,#seo [155] #visualcontenting,#contentmarketing [67] social,media [30] #socialmedia,#marketing [26] #smm,#socialmedia [25] #socialmedia,#smm [18] #infographic,follow [18] #digitalmarketing,#socialmedia [17] l,k Top Word Pairs in Tweet in G3:
[17] social,media [12] #socialmedia,#marketing [9] facebook's,news [9] news,tab [9] socialmedia2day,twitter's [9] help,#socialmedia [7] #socialmedia,#smm [7] twitter's,darker [7] darker,dark [7] dark,mode Top Word Pairs in Tweet in G4:
[11] entrepreneur,#socialmedia [9] 5,consumer [9] consumer,tech [9] tech,trends [9] trends,automation [9] automation,2019 [8] social,media [7] #socialmedia,#entrepreneur [7] smxplorer,#socialmedia [6] #socialmedia,#marketing Top Word Pairs in Tweet in G5:
[8] write,best [8] best,#socialmedia [8] #socialmedia,bio [8] bio,1 [8] 1,list [8] list,one [8] one,thing [8] thing,love [8] love,day [8] day,help Top Word Pairs in Tweet in G6:
[47] please,spread [47] spread,method [47] method,#socialmedia [47] #socialmedia,useful [47] useful,#savesujithvinsen [46] athreyaguys,please Top Word Pairs in Tweet in G7:
[10] sur,les [7] infographie,#socialmedia [7] #socialmedia,tendances [7] tendances,vidéo [7] vidéo,sur [7] les,médias [7] médias,sociaux [7] sociaux,les [7] les,perspectives [7] perspectives,des Top Word Pairs in Tweet in G8:
[32] #trending,today [32] new,#followers [32] #followers,today [32] today,#smm [32] #smm,#socialmedia [32] #socialmedia,#trackalytics [10] today,3 [4] today,5 [4] today,6 [2] today,7 Top Word Pairs in Tweet in G9:
[10] top,100 [10] 100,websites [10] websites,world [10] world,visualcap [10] visualcap,#socialmedia [10] #socialmedia,#ecommerce [10] #ecommerce,#fintech [10] #fintech,#ai [10] #ai,#iot [10] #iot,#bigdata Top Word Pairs in Tweet in G10:
[31] #art,#travel [27] pissarro,avenue [27] avenue,l' [27] l',opéra [27] opéra,1898 [27] 1898,#art [27] #travel,#socialmedia [27] #socialmedia,#paris [26] havenlust,pissarro [5] #cm,#socialmedia Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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:
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: