The graph represents a network of 3,970 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, 23 February 2020 at 17:21 UTC.
The requested start date was Sunday, 23 February 2020 at 01:01 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 15-hour, 2-minute period from Saturday, 22 February 2020 at 09:58 UTC to Sunday, 23 February 2020 at 01:00 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 : 3970
Unique Edges : 4178
Edges With Duplicates : 2263
Total Edges : 6441
Number of Edge Types : 4
Tweet : 2974
Mentions : 1005
MentionsInRetweet : 2388
Replies to : 74
Self-Loops : 2974
Reciprocated Vertex Pair Ratio : 0.0221066319895969
Reciprocated Edge Ratio : 0.0432569974554707
Connected Components : 1725
Single-Vertex Connected Components : 1133
Maximum Vertices in a Connected Component : 1007
Maximum Edges in a Connected Component : 2542
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.826666
Graph Density : 0.000199531253867346
Modularity : 0.575378
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,970 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, 23 February 2020 at 17:21 UTC.
The requested start date was Sunday, 23 February 2020 at 01:01 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 15-hour, 2-minute period from Saturday, 22 February 2020 at 09:58 UTC to Sunday, 23 February 2020 at 01:00 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:
[606] social,media [282] gt,gt [167] #socialmedia,#marketing [159] #marketing,#socialmedia [157] #socialmedia,#seo [155] #contentmarketing,#socialmedia [144] #socialmedia,#socialmediamarketing [126] #visualcontenting,#contentmarketing [108] digital,marketing [93] #seo,#socialmedia Top Word Pairs in Tweet in G1:
[299] social,media [64] #seo,#socialmedia [61] #socialmedia,#contentmarketing [54] #infographicb2b,#seo [50] #socialmedia,#srudukfollow [45] #socialmedia,#socialmediamarketing [44] #socialmedia,#smm [37] #marketing,#socialmedia [33] media,marketing [32] #socialmedia,#marketing Top Word Pairs in Tweet in G2:
[246] gt,gt [63] #socialmedia,use [59] visualizing,#socialmedia [59] use,#genz [59] #genz,#millenials [59] #millenials,#genx [59] #genx,#boomers [59] #boomers,gt [59] gt,#makeyourownlane [59] #makeyourownlane,#infographic Top Word Pairs in Tweet in G3:
[56] social,media [30] #socialmedia,#marketing [18] #socialmedia,#smm [12] #smm,#socialmedia [12] essentielle,engagement [12] engagement,codeur [11] stop,spread [11] internet,2019 [11] media,marketing [11] pourquoi,vidéo Top Word Pairs in Tweet in G4:
[137] #contentmarketing,#socialmedia [131] #socialmedia,#seo [124] #visualcontenting,#contentmarketing [72] #marketing,#socialmedia [71] digital,marketing [69] #socialmedia,#socialmediamarketing [53] #socialmediamarketing,#smm [51] #socialmedia,#marketingdigital [47] #retweet,#follow [47] #follow,#ian1 Top Word Pairs in Tweet in G5:
[25] #socialmedia,#tech [23] mundo,digital [20] #tech,' [19] 2020,#socialmedia [16] estado,mundo [9] #digitalmarketing,#marketing [7] 'estado,mundo [7] #socialmediamarketing,#socialmedia [6] #socialmedia,' [5] 10,#jobs Top Word Pairs in Tweet in G6:
[34] #marketing,#contentmarketing [34] art,prints [34] #87rt,#atsocialmedia [34] #atsocialmedia,#brithour [34] #brithour,#firsttmaster [34] #firsttmaster,#ukbiz [34] #ukbiz,#smm [34] #smm,#ukbizhour [26] social,media [22] #contentmarketing,#inboundmarketing Top Word Pairs in Tweet in G7:
[9] #seo,#socialmedia [9] tus,fotos [8] marketing,digital [8] redes,sociales [8] quieres,petarlo [8] petarlo,#instagram [8] #instagram,tus [8] fotos,encontrarás [8] encontrarás,guía [8] guía,tamaños Top Word Pairs in Tweet in G8:
[42] cb,#art [42] #art,#painting [42] #painting,#womenart [42] #womenart,#womenintech [42] #womenintech,#womenempowerment [42] #womenempowerment,#ceo [42] #ceo,#twitart [42] #twitart,#nyc [42] #nyc,#moscow [41] #la,#socialmedia Top Word Pairs in Tweet in G9:
[39] gokhan,turkmen [39] turkmen,#kidnapped [39] #kidnapped,#tortured [39] #tortured,months [39] months,still [39] still,prison [39] prison,following [39] following,#socialmedia [38] gergerlioglueng,gokhan [38] #socialmedia,accounts Top Word Pairs in Tweet in G10:
[5] best,tools [5] tools,marketing [5] marketing,#automation [5] #automation,startgrowthhack [5] startgrowthhack,#growthhacking [5] #socialmedia,strategy [5] define,message [5] market,successfully [5] successfully,#socialmedia [5] #socialmedia,pick 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 G5:
Top Replied-To in G7:
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: