The graph represents a network of 2,139 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, 21 December 2019 at 05:20 UTC.
The requested start date was Saturday, 21 December 2019 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, 17-hour, 5-minute period from Wednesday, 18 December 2019 at 16:05 UTC to Friday, 20 December 2019 at 09:10 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 : 2139
Unique Edges : 3172
Edges With Duplicates : 2896
Total Edges : 6068
Number of Edge Types : 4
MentionsInRetweet : 3538
Tweet : 1624
Mentions : 890
Replies to : 16
Self-Loops : 1624
Reciprocated Vertex Pair Ratio : 0.0214001834301437
Reciprocated Edge Ratio : 0.0419036216701586
Connected Components : 497
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 1347
Maximum Edges in a Connected Component : 4783
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.042901
Graph Density : 0.000730563533224788
Modularity : 0.483363
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,139 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, 21 December 2019 at 05:20 UTC.
The requested start date was Saturday, 21 December 2019 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, 17-hour, 5-minute period from Wednesday, 18 December 2019 at 16:05 UTC to Friday, 20 December 2019 at 09:10 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:
[655] social,media [431] #seo,#socialmedia [419] #socialmedia,#smm [415] #smm,#seo [381] #digital,#smm [377] open,offers [377] offers,#marketing [374] #marketing,#digital [371] #defstar5,#mpgvip [363] #socialmedia,#defstar5 Top Word Pairs in Tweet in G1:
[194] social,media [168] #socialmedia,#smm [54] #seo,#smm [40] #smm,#marketing [34] media,marketing [27] #blog,#blogger [26] #smm,#socialmediamarketing [26] #marketing,#blog [25] #digitalmarketing,#marketing [24] #socialmediamarketing,#smm Top Word Pairs in Tweet in G2:
[117] social,media [116] #digitalmarketing,#marketing [98] #socialmediamarketing,#socialmedia [94] #socialmedia,#socialmediamarketing [92] #marketing,#business [83] #business,#socialmediamarketing [69] digital,marketing [63] #socialmediamarketing,#digitalmarketing [62] #b2b,#marketing [55] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G3:
[27] social,media [24] #smm,#socialmedia [24] #smm,#socialmediamarketing [23] #smm,#marketing [23] #socialmedia,strategy [23] strategy,#startups [23] #startups,beginners [23] beginners,guide [23] guide,define [23] define,message Top Word Pairs in Tweet in G4:
[31] 2020,#smm [19] check,report [19] look,current [19] current,state [19] state,play [19] play,instagram [19] instagram,#influencermarketing [19] #influencermarketing,#smm [18] insights,help [18] socialmedia2day,facebook's Top Word Pairs in Tweet in G5:
[409] #seo,#socialmedia [370] open,offers [370] offers,#marketing [362] #defstar5,#mpgvip [358] #smm,#seo [357] #marketing,#digital [357] #digital,#smm [357] #socialmedia,#defstar5 [357] #mpgvip,#smm [339] comistaken,open Top Word Pairs in Tweet in G6:
[73] social,media [67] #socialmedia,#socialmediamarketing [62] #socialmediamarketing,#smm [44] #oneofpoints,#socialmedia [29] digital,business [29] business,mastery [26] gt,gt [26] gt,#seo [26] #seo,#seonews [22] #seonews,#searchengineoptimization Top Word Pairs in Tweet in G7:
[29] #defstar5,#makeyourownlane [28] #bigdata,#iot [26] #iot,#bigdata [26] #bigdata,#smm [25] #disruption,#finserv [25] #finserv,#health [25] #health,#deeplearning [25] #deeplearning,#bigdata [24] collaborative,exonomy [24] exonomy,honeycomb Top Word Pairs in Tweet in G8:
[36] thank,heros [36] heros,digitalscoutings [36] digitalscoutings,top [36] digital,influencer [36] influencer,released [36] released,thanks [36] thanks,congratulations [31] top,100 [31] 100,digital [21] stratorob,thank Top Word Pairs in Tweet in G9:
[44] content,ideas [34] social,media [22] brainstorm,hundreds [22] hundreds,content [22] ideas,share [22] share,#socialmedia [22] #socialmedia,to's [22] to's,content [22] content,curation [22] curation,case Top Word Pairs in Tweet in G10:
[12] #socialmediamarketing,#smm [8] smexaminer,#socialmediamarketing [8] content,marketing [8] #startup,#marketing [8] #marketing,#growthhacking [8] #growthhacking,#business [8] #business,#smallbiz [8] #smallbiz,#entrepreneur [8] #entrepreneur,#entrepreneurship [7] social,media Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
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: