The graph represents a network of 1,741 Twitter users whose tweets in the requested range contained "socialmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 April 2020 at 05:32 UTC.
The requested start date was Wednesday, 22 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 13-day, 23-hour, 38-minute period from Wednesday, 08 April 2020 at 00:22 UTC to Wednesday, 22 April 2020 at 00:00 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 : 1741
Unique Edges : 1147
Edges With Duplicates : 2350
Total Edges : 3497
Number of Edge Types : 5
Tweet : 1395
Retweet : 725
MentionsInRetweet : 1010
Mentions : 252
Replies to : 115
Self-Loops : 1436
Reciprocated Vertex Pair Ratio : 0.0144665461121157
Reciprocated Edge Ratio : 0.0285204991087344
Connected Components : 887
Single-Vertex Connected Components : 652
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 827
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.621923
Graph Density : 0.000370377706034978
Modularity : 0.420131
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 1,741 Twitter users whose tweets in the requested range contained "socialmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 April 2020 at 05:32 UTC.
The requested start date was Wednesday, 22 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 13-day, 23-hour, 38-minute period from Wednesday, 08 April 2020 at 00:22 UTC to Wednesday, 22 April 2020 at 00:00 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 : socialmarketing
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:
[224] social,media [122] pleased,show [118] media,marketing [107] socialelbies,pleased [103] featuring,lulaveggie [102] 2019,featuring [98] show,#socialelbies [98] #socialelbies,co [98] co,nnzinzasqo [98] nnzinzasqo,2019 Top Word Pairs in Tweet in G1:
[142] social,media [91] media,marketing [51] finding,best [51] best,time [51] time,facebook [51] facebook,massively [51] massively,help [51] help,business [51] business,stand [51] stand,reach Top Word Pairs in Tweet in G2:
[122] pleased,show [107] socialelbies,pleased [103] featuring,lulaveggie [102] 2019,featuring [98] show,#socialelbies [98] #socialelbies,co [98] co,nnzinzasqo [98] nnzinzasqo,2019 [97] lulaveggie,officialadren [30] forget,check Top Word Pairs in Tweet in G3:
[58] need,onion [58] onion,tell [58] tell,unfortunately [57] scalzi,need Top Word Pairs in Tweet in G4:
[15] younivocal,technology [15] technology,marketing [15] marketing,thanks [12] social,media [8] #crise,actuelle [8] actuelle,montre [8] montre,#créateursdecontenus [8] #créateursdecontenus,sont [8] sont,bien [8] bien,plus Top Word Pairs in Tweet in G5:
[52] #smm,#digitalmarketing [27] essential,types [27] types,webpages [27] webpages,seo [27] seo,pro [27] pro,needs [27] needs,know [27] know,#seo [27] #seo,#smm [27] #digitalmarketing,#onlinemarketing Top Word Pairs in Tweet in G6:
[42] coronavirus,infected [42] infected,people [42] people,one [42] one,black [42] black,family [42] family,died [42] died,still [42] still,trouble [42] trouble,getting [42] getting,tested Top Word Pairs in Tweet in G7:
[14] social,media [11] media,marketing [7] nusocialmktg,randyhlavac [5] #startupstory,#entrepreneurspirit [4] excited,learn [4] learn,time [4] time,marketing [4] marketing,social [4] marketing,mooc [4] mooc,nusocialmktg Top Word Pairs in Tweet in G8:
[22] willijjcle,theonion [4] reminder,staying [4] staying,home [4] home,best [4] best,way [4] way,protest [4] protest,virus [3] chriscuomo,lol [3] lol,funny [3] funny,article Top Word Pairs in Tweet in G9:
[11] #graphicdesign,#socialmedia [11] #socialmedia,#instagram [11] #instagram,#facebook [11] #facebook,#twitter [11] #twitter,#socialmediamarketing [11] #socialmediamarketing,#socialmarketing [10] #socialmarketing,#marketing [6] know,video [6] video,ranked [6] ranked,high Top Word Pairs in Tweet in G10:
[11] click,visit [11] visit,#dodocode [11] #dodocode,#covidー19 [10] #covidー19,#canyaman [8] #canyaman,#covid19india [6] #covid19india,#coronavirus Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G7:
Top Replied-To in G8:
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: