The graph represents a network of 3,122 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, 16 October 2020 at 20:14 UTC.
The requested start date was Friday, 16 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 16-hour, 52-minute period from Saturday, 10 October 2020 at 07:01 UTC to Thursday, 15 October 2020 at 23:54 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 : 3122
Unique Edges : 2518
Edges With Duplicates : 9969
Total Edges : 12487
Number of Edge Types : 5
Retweet : 2758
MentionsInRetweet : 3494
Tweet : 3500
Mentions : 2671
Replies to : 64
Self-Loops : 3666
Reciprocated Vertex Pair Ratio : 0.0183630640083945
Reciprocated Edge Ratio : 0.0360638845955693
Connected Components : 691
Single-Vertex Connected Components : 532
Maximum Vertices in a Connected Component : 2030
Maximum Edges in a Connected Component : 10057
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.881539
Graph Density : 0.000398408746026432
Modularity : 0.30976
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,122 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, 16 October 2020 at 20:14 UTC.
The requested start date was Friday, 16 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 16-hour, 52-minute period from Saturday, 10 October 2020 at 07:01 UTC to Thursday, 15 October 2020 at 23:54 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:
[1651] social,media [710] #socialmediamarketing,#smm [565] #socialmedia,#socialmediamarketing [509] #socialmedia,#smm [409] #seo,#smm [355] #smm,#socialmedia [332] #oneofpoints,#socialmedia [326] media,marketing [240] #marketing,#contentmarketing [236] #smm,#digitalmarketing Top Word Pairs in Tweet in G1:
[259] social,media [89] #socialmedia,#smm [81] #seo,#smm [74] #smm,#socialmedia [66] #smm,#digitalmarketing [64] #marketing,#smm [59] #smm,#socialmediamarketing [58] media,marketing [55] #socialmediamarketing,#smm [54] digital,marketing Top Word Pairs in Tweet in G2:
[386] social,media [98] media,marketing [77] #socialmedia,#smm [64] #socialmediamarketing,#smm [61] #smm,#socialmedia [39] #smm,#socialmediamarketing [38] need,know [33] marketing,strategy [29] learn,more [29] mrsocialselling,#smm Top Word Pairs in Tweet in G3:
[229] #marketing,#contentmarketing [213] social,media [206] #contentmarketing,#inboundmarketing [199] #inboundmarketing,#blog [195] #socialmediamarketing,#smm [190] #socialmedia,#socialmediamarketing [184] #blog,#mktg [164] #mktg,#socialmedia [152] #smm,#growthhacking [148] #growthhacking,#website Top Word Pairs in Tweet in G4:
[349] #socialmedia,#socialmediamarketing [330] #socialmediamarketing,#smm [318] #oneofpoints,#socialmedia [248] social,media [158] #socialmedia,#smm [84] #seoagency,#seoexpert [82] #seoexpert,#linkbuilding [80] #linkbuilding,#seoservice [80] #seoservice,#backlink [77] #backlink,#backlinks Top Word Pairs in Tweet in G5:
[30] social,media [25] #smm,#socialmedia [16] #seo,#smm [15] #socialmedia,#marketing [14] smexaminer,#smm [13] #digital,communities [13] communities,#business [13] #business,#marketing [13] #marketing,marketing [13] #smm,#socialmediamarketing Top Word Pairs in Tweet in G6:
[19] ludmarx1,mirtaimperatori [14] kugey,bootsieboutique [13] kiyotaka_1991,_____yo_____yo [13] malekalby,treksinhimalaya [11] treksinhimalaya,rosmarie1291 [10] bootsieboutique,edward733 [10] mirtaimperatori,kugey [9] mirtaimperatori,quinnqueens [9] quinnqueens,heroldbarton [9] heroldbarton,brittenumfaye Top Word Pairs in Tweet in G7:
[123] follow,retweet [123] retweet,comment [123] comment,#youtube [123] #youtube,#twitch [75] #promo,time [75] time,lets [75] lets,go [75] go,follow [75] #twitch,follow [75] follow,each Top Word Pairs in Tweet in G8:
[95] social,media [20] #smm,haven [20] haven,explain [20] explain,having [20] having,social [20] media,account [20] account,being [20] being,social [20] media,professional [19] nikihyde,#smm Top Word Pairs in Tweet in G9:
[36] #seo,#smm [24] #sem,#smm [24] #smm,#digitalmarketing [22] #fiverrseller,#fiverrgigpromotion [22] #fiverrgigpromotion,#b2b [22] #b2b,#leadgeneration [22] #leadgeneration,#seo [22] #digitalmarketing,#emailmarketing [22] #emailmarketing,#webscraping [22] #webscraping,#dataentry Top Word Pairs in Tweet in G10:
[19] #marketing,expert [14] promotion,#marketing [14] expert,order [14] order,fiverr [14] fiverr,100 [14] 100,organic [14] organic,promotion [14] promotion,high [14] high,satisfaction [13] looking,#youtube Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
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: