The graph represents a network of 3,599 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, 19 April 2020 at 13:14 UTC.
The requested start date was Sunday, 19 April 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 16-hour, 49-minute period from Friday, 17 April 2020 at 19:00 UTC to Saturday, 18 April 2020 at 11:49 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 : 3599
Unique Edges : 2353
Edges With Duplicates : 4925
Total Edges : 7278
Number of Edge Types : 5
Tweet : 3351
Retweet : 1391
MentionsInRetweet : 1719
Mentions : 750
Replies to : 67
Self-Loops : 3405
Reciprocated Vertex Pair Ratio : 0.00840336134453781
Reciprocated Edge Ratio : 0.0166666666666667
Connected Components : 1796
Single-Vertex Connected Components : 1361
Maximum Vertices in a Connected Component : 816
Maximum Edges in a Connected Component : 2797
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.569684
Graph Density : 0.00017607262594251
Modularity : 0.411221
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 3,599 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, 19 April 2020 at 13:14 UTC.
The requested start date was Sunday, 19 April 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 16-hour, 49-minute period from Friday, 17 April 2020 at 19:00 UTC to Saturday, 18 April 2020 at 11:49 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:
[547] social,media [404] بھی,ہے [246] #seo,#socialmedia [245] gt,gt [202] یہ,نمبردار [202] نمبردار,مظہر [202] مظہر,عباسی [202] عباسی,لودھراں [202] لودھراں,سے [202] سے,#pti Top Word Pairs in Tweet in G1:
[286] social,media [79] #socialmedia,#marketing [71] #socialmedia,#srudukfollow [53] media,marketing [47] #marketing,#socialmedia [40] #ian1,#iartg [40] #iartg,#asmsg [40] #asmsg,#author [39] #socialmedia,#smm [39] #retweet,#follow Top Word Pairs in Tweet in G2:
[396] بھی,ہے [198] یہ,نمبردار [198] نمبردار,مظہر [198] مظہر,عباسی [198] عباسی,لودھراں [198] لودھراں,سے [198] سے,#pti [198] #pti,کی [198] کی,#socialmedia [198] #socialmedia,کا Top Word Pairs in Tweet in G3:
[84] #marketing,#socialmedia [73] #socialmediamarketing,#marketing [27] #socialmedia,#socialmediamarketing [27] #socialmedia,#digitalmarketing [21] covid,19 [17] #contentmarketing,#marketing [16] #socialmedia,#digitalmarketi [14] #socialmediamarketing,#digitalmarketing [14] best,practices [14] google,seo Top Word Pairs in Tweet in G4:
[90] jurassic,park [90] park,#augmentedreality [90] #augmentedreality,#mixedreality [90] #mixedreality,#stayhome [90] #stayhome,#socialmedia [90] #socialmedia,#covid_19 [90] #covid_19,#tech [90] #tech,#iot [89] fabriziobustama,jurassic [89] #iot,#innovation Top Word Pairs in Tweet in G5:
[102] open,offers [102] offers,#marketing [102] #marketing,#digital [102] #digital,#smm [102] #smm,#seo [101] #seo,#socialmedia [77] #socialmedia,#defstar5 [77] #defstar5,#mpgvip [77] #mpgvip,#smm [74] comistaken,open Top Word Pairs in Tweet in G6:
[164] gt,gt [38] top,100 [38] world,gt [38] gt,visualcap [38] visualcap,mikequindazzi [38] mikequindazzi,gt [38] gt,#socialmedia [38] #socialmedia,#ecommerce [38] #ecommerce,#fintech [38] #fintech,#ai Top Word Pairs in Tweet in G7:
[146] #socialmedia,#seo [145] #visualcontenting,#contentmarketing [145] #contentmarketing,#socialmedia [24] cb,#art [24] #art,#painting [24] #painting,#womenart [24] #womenart,#womenintech [24] #womenintech,#ceo [24] #ceo,#twitart [24] #twitart,#nyc Top Word Pairs in Tweet in G8:
[35] #trending,today [35] #followers,today [35] today,#smm [35] #smm,#socialmedia [35] #socialmedia,#trackalytics [7] #twitter,#socialmedia [3] #covid,19 [3] harry_styles,#trending [3] today,874 [3] 874,#followers Top Word Pairs in Tweet in G9:
[24] social,media [15] smxplorer,#socialmedia [9] covid,19 [8] #socialmedia,marketing [7] becoming,well [7] well,known [7] known,plan [7] plan,becoming [7] becoming,recognized [7] recognized,expert Top Word Pairs in Tweet in G10:
[110] #seo,#socialmedia [110] #socialmedia,#contentmarketing [103] #infographicb2b,#seo [40] #oneofpoints,#socialmedia [40] #socialmedia,#socialmediamarketing [40] #socialmediamarketing,#smm [40] social,media [16] content,marketing [12] feel,stumped [12] stumped,sure Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
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: