The graph represents a network of 3,431 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, 03 May 2020 at 13:14 UTC.
The requested start date was Sunday, 03 May 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 15-hour, 0-minute period from Friday, 01 May 2020 at 21:29 UTC to Saturday, 02 May 2020 at 12:30 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 : 3431
Unique Edges : 2702
Edges With Duplicates : 5555
Total Edges : 8257
Number of Edge Types : 5
Mentions : 914
Tweet : 2952
Retweet : 1563
MentionsInRetweet : 2547
Replies to : 281
Self-Loops : 3003
Reciprocated Vertex Pair Ratio : 0.00260126347082869
Reciprocated Edge Ratio : 0.00518902891030393
Connected Components : 1543
Single-Vertex Connected Components : 1189
Maximum Vertices in a Connected Component : 1117
Maximum Edges in a Connected Component : 4723
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.019689
Graph Density : 0.000229259376649023
Modularity : 0.398297
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 3,431 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, 03 May 2020 at 13:14 UTC.
The requested start date was Sunday, 03 May 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 15-hour, 0-minute period from Friday, 01 May 2020 at 21:29 UTC to Saturday, 02 May 2020 at 12:30 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:
[580] looking,#socialmedia [577] #socialmedia,ads [573] ads,expert [556] expert,#facebook [545] #facebook,#instagram [527] #instagram,#twitter [522] social,media [513] #twitter,need [503] need,more [473] more,sales Top Word Pairs in Tweet in G1:
[273] social,media [126] #socialmedia,#contentmarketing [116] #seo,#socialmedia [102] #infographicb2b,#seo [74] #socialmedia,#marketing [51] #marketing,#socialmedia [45] media,marketing [43] #socialmedia,#socialmediamarketing [37] #oneofpoints,#socialmedia [37] #socialmediamarketing,#smm Top Word Pairs in Tweet in G2:
[579] looking,#socialmedia [576] #socialmedia,ads [573] ads,expert [556] expert,#facebook [540] #facebook,#instagram [526] #instagram,#twitter [513] #twitter,need [502] need,more [472] more,sales [394] sales,more Top Word Pairs in Tweet in G3:
[94] social,media [41] #socialmedia,#srudukfollow [39] #socialmedia,#smm [32] #socialmedia,#marketing [19] #smm,#socialmedia [17] linkedin,stories [15] jely,gamat [14] #contentmarketing,#socialmedia [13] #socialmedia,linkedin [13] stories,maintenant Top Word Pairs in Tweet in G4:
[112] everything,succumbs [112] succumbs,natural [112] natural,evolution [112] evolution,uptrennd [112] uptrennd,#socialmedia [112] #socialmedia,#abetterway [112] #abetterway,#1up [112] #1up,#facebook [112] #facebook,#twitter [112] #twitter,#youtube Top Word Pairs in Tweet in G5:
[38] read,more [18] social,media [18] active,#socialmedia [18] #socialmedia,users [18] users,receptive [18] receptive,#influencers [17] #influencers,ravikikan [11] more,#media [11] ravikikan,globalwebindex [11] globalwebindex,#martech Top Word Pairs in Tweet in G6:
[36] #socialmedia,#smm [33] makes,good [33] good,digital [33] digital,marketing [33] marketing,strategy [31] #contentmarketing,#digitalmarketing [29] benkamaudigital,makes [28] strategy,#contentmarketing [28] #digitalmarketing,#seo [28] #seo,#sem Top Word Pairs in Tweet in G7:
[61] cb,#art [61] #art,#painting [61] #painting,#womenart [61] #womenart,#womenintech [61] #womenintech,#ceo [61] #ceo,#twitart [61] #twitart,#nyc [61] #nyc,#sf [61] #sf,#seo [61] #seo,#la Top Word Pairs in Tweet in G8:
[41] let's,see [41] see,#oscars [41] #oscars,still [41] still,taking [41] taking,#socialmedia [41] #socialmedia,advice [41] advice,predicted [41] predicted,years [41] years,ago [41] ago,globaltv Top Word Pairs in Tweet in G9:
[36] #trending,today [36] #followers,today [36] today,#smm [36] #smm,#socialmedia [36] #socialmedia,#trackalytics [8] स,ह [6] ज,स [4] brumarquezine,#trending [4] today,981 [4] 981,#followers Top Word Pairs in Tweet in G10:
[76] र,क [38] पहल,ब [38] ब,र [38] क,स [38] स,न [38] न,क [38] क,आव [38] आव,ज [38] ज,क [38] क,#socialmedia Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: