The graph represents a network of 2,060 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 Saturday, 29 February 2020 at 05:20 UTC.
The requested start date was Saturday, 29 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 1-day, 16-hour, 19-minute period from Wednesday, 26 February 2020 at 16:52 UTC to Friday, 28 February 2020 at 09:11 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 : 2060
Unique Edges : 2953
Edges With Duplicates : 3049
Total Edges : 6002
Number of Edge Types : 4
Mentions : 786
MentionsInRetweet : 3418
Tweet : 1790
Replies to : 8
Self-Loops : 1790
Reciprocated Vertex Pair Ratio : 0.0209232813018931
Reciprocated Edge Ratio : 0.0409889394925179
Connected Components : 470
Single-Vertex Connected Components : 320
Maximum Vertices in a Connected Component : 1286
Maximum Edges in a Connected Component : 4778
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 5.487234
Graph Density : 0.000724736770135375
Modularity : 0.460798
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 2,060 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 Saturday, 29 February 2020 at 05:20 UTC.
The requested start date was Saturday, 29 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 1-day, 16-hour, 19-minute period from Wednesday, 26 February 2020 at 16:52 UTC to Friday, 28 February 2020 at 09:11 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:
[731] social,media [419] #seo,#smm [335] #socialmedia,#socialmediamarketing [306] #socialmediamarketing,#smm [292] #socialmedia,#smm [208] media,marketing [197] #digitalmarketing,#contentmarketing [187] #smm,#socialmedia [170] #smm,#growthhacking [167] #socialmedia,#marketing Top Word Pairs in Tweet in G1:
[109] social,media [100] #socialmedia,#smm [59] #digitalmarketing,#marketing [59] #marketing,#socialmediamarketing [58] #onlinemarketing,#contentmarketing [56] #contentmarketing,#seo [55] #socialmedia,#onlinemarketing [54] #positivevibes,#website [54] #website,#entrepreneur [54] #entrepreneur,#business Top Word Pairs in Tweet in G2:
[264] #seo,#smm [250] social,media [237] #socialmedia,#socialmediamarketing [206] #socialmediamarketing,#smm [124] #digitalmarketing,#seo [121] media,marketing [118] #marketing,#contentmarketing [111] #ecommerce,#marketing [108] #socialmedia,#smm [106] #startup,#seo Top Word Pairs in Tweet in G3:
[124] #digitalmarketing,#growthhacking [111] #defstar5,#mpgvip [110] infographic,#digitalmarketing [106] #digitalmarketing,#contentmarketing [93] #success,#exposure [93] #exposure,#entrepeneur [88] #keyword,#digitalmarketing [87] #smm,#growthhacking [78] #growthhacking,#startups [77] millions,windows Top Word Pairs in Tweet in G4:
[31] put,instagram [31] instagram,hashtags [31] hashtags,study [31] study,650k [31] 650k,provides [31] provides,insight [31] insight,#smm [29] socialmedia2day,put [28] graphic,design [28] design,trends Top Word Pairs in Tweet in G5:
[28] social,media [27] #rt,startgrowthhack [17] jonathanaufray,steps [17] sovkcom,#rt [16] build,maintain [16] maintain,strong [16] strong,#brandidentity [16] #brandidentity,#socialmedia [16] #socialmedia,clear [16] clear,goals Top Word Pairs in Tweet in G6:
[89] art,prints [87] #atsocialmedia,#brithour [86] #87rt,#atsocialmedia [86] #brithour,#firsttmaster [86] #firsttmaster,#ukbiz [86] #ukbiz,#smm [86] #smm,#ukbizhour [69] hearttoheartpri,art [56] prints,abstract [56] abstract,art Top Word Pairs in Tweet in G7:
[29] #smm,#socialmedia [26] #socialmedia,#marketing [19] social,media [7] marketing,trends [7] 2020,#smm [7] byte,app [7] app,looping [7] looping,video [7] video,app [7] app,need Top Word Pairs in Tweet in G8:
[13] thank,heros [13] heros,digitalscoutings [13] digitalscoutings,top [13] released,thanks [13] thanks,congratulations [11] digital,influencer [11] influencer,released [9] stratorob,thank [6] top,10 [6] 10,digital Top Word Pairs in Tweet in G9:
[18] social,media [6] hiringonsocial,#smm [4] #socialmediamarketing,#smm [4] find,powerful [4] powerful,winning [4] winning,strategies [4] strategies,small [4] small,business [4] business,take [4] take,ace Top Word Pairs in Tweet in G10:
[9] social,media [7] jan_orsula,#smm [5] ademolaabimbola,mauconline [5] effective,#instagram [5] #instagram,marketing [5] marketing,techniques' [5] techniques',jan_orsula [4] take,look [4] methods,use [4] engagement,#smm Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
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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: