The graph represents a network of 2,155 Twitter users whose tweets in the requested range contained "#smm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 July 2020 at 20:08 UTC.
The requested start date was Friday, 03 July 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 2-day, 6-hour, 13-minute period from Tuesday, 30 June 2020 at 15:28 UTC to Thursday, 02 July 2020 at 21:41 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 : 2155
Unique Edges : 1721
Edges With Duplicates : 8242
Total Edges : 9963
Number of Edge Types : 5
Retweet : 3099
MentionsInRetweet : 4094
Tweet : 1562
Mentions : 1184
Replies to : 24
Self-Loops : 1670
Reciprocated Vertex Pair Ratio : 0.0219649747699614
Reciprocated Edge Ratio : 0.0429857682253848
Connected Components : 471
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 1380
Maximum Edges in a Connected Component : 8691
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.390253
Graph Density : 0.00074172693332644
Modularity : 0.322688
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,155 Twitter users whose tweets in the requested range contained "#smm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 July 2020 at 20:08 UTC.
The requested start date was Friday, 03 July 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 2-day, 6-hour, 13-minute period from Tuesday, 30 June 2020 at 15:28 UTC to Thursday, 02 July 2020 at 21:41 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 : #smm
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:
[674] social,media [507] #digitalmarketing,#contentmarketing [363] #seo,#smm [345] #socialmedia,#smm [312] #socialmedia,#socialmediamarketing [301] #keyword,#digitalmarketing [193] #mpgvip,#defstar5 [186] #socialmediamarketing,#digitalmarketing [175] #contentmarketing,#internet [169] #contentmarketing,#growthhacking Top Word Pairs in Tweet in G1:
[131] social,media [34] #smm,#digitalmarketing [31] media,marketing [31] #seo,#smm [27] #smm,#socialmedia [23] #socialmedia,#smm [22] #smm,#socialmediamarketing [19] #digitalmarketing,#smm [19] #smo,#smm [18] digital,marketing Top Word Pairs in Tweet in G2:
[445] #digitalmarketing,#contentmarketing [293] #keyword,#digitalmarketing [196] #socialmedia,#socialmediamarketing [186] #mpgvip,#defstar5 [171] #contentmarketing,#internet [153] #socialmediamarketing,#digitalmarketing [145] #contentmarketing,#growthhacking [118] #seo,#smm [105] business,#keyword [100] #digitalmarketing,#growthhacking Top Word Pairs in Tweet in G3:
[41] mirtaimperatori,insaurraldeh [39] kugey,grazytgrazynatt [39] grazytgrazynatt,edward733 [34] heroldbarton,kugey [33] #yourmustread,#influencerpromotion [29] insaurraldeh,ludmarx1 [24] edward733,twiterhero [23] #promoedutech,#yourmustread [22] serve,humanity [22] humanity,cybersecurity Top Word Pairs in Tweet in G4:
[47] #socialmedia,#smm [44] social,media [24] #instagram,2020 [24] 2020,secrets [24] secrets,exposed [20] exposed,#digitalmarketing [20] #digitalmarketing,#marketing [20] #marketing,#smm [20] #smm,#follow [20] #follow,#quora Top Word Pairs in Tweet in G5:
[40] social,media [26] media,marketing [22] #socialmedia,#smm [19] #socialmediamarketing,#services [19] #services,twitter [19] twitter,instagram [19] instagram,facebook [19] facebook,linkedin [17] great,brands [17] brands,innovate Top Word Pairs in Tweet in G6:
[65] social,media [12] hiringonsocial,#smm [9] #socialmedia,#smm [7] best,practices [7] media,marketing [7] #branding,#smm [7] learn,more [7] one,secret [7] secret,formula [7] formula,crafting Top Word Pairs in Tweet in G7:
[94] #socialmedia,#smm [93] social,media [92] golden,rules [92] rules,#socialmedia [92] #socialmedia,listen [92] listen,tell [92] tell,story [92] story,consistent [92] consistent,stay [92] stay,focused Top Word Pairs in Tweet in G8:
[41] ht,fisher85m [38] mikequindazzi,antgrasso [20] fisher85m,cc [20] cc,mikequindazzi [19] #infosec,#bigdata [19] #seo,#smm [18] antgrasso,different [18] different,factors [18] factors,#software [18] #software,quality Top Word Pairs in Tweet in G9:
[31] social,media [23] #seo,#smm [20] #smm,#marketing [18] #smm,#digitalmarketing [16] #socialmediamarketing,#smm [14] save,45 [14] 45,getting [14] getting,four [14] #ritekit,package [14] package,osakasaul Top Word Pairs in Tweet in G10:
[74] adım,öne [72] igtvmedya,olarak [72] olarak,sizleri [72] sizleri,sosyal [72] sosyal,medya [72] medya,platformlarında [72] platformlarında,bir [72] bir,adım [72] öne,geçirmek [72] geçirmek,için 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 G10:
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: