The graph represents a network of 2,726 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, 05 August 2020 at 05:42 UTC.
The requested start date was Wednesday, 05 August 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 13-day, 22-hour, 47-minute period from Wednesday, 22 July 2020 at 00:03 UTC to Tuesday, 04 August 2020 at 22:51 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 : 2726
Unique Edges : 719
Edges With Duplicates : 5770
Total Edges : 6489
Number of Edge Types : 5
Retweet : 2242
MentionsInRetweet : 2763
Replies to : 49
Tweet : 1052
Mentions : 383
Self-Loops : 1088
Reciprocated Vertex Pair Ratio : 0.00657354149548069
Reciprocated Edge Ratio : 0.0130612244897959
Connected Components : 553
Single-Vertex Connected Components : 401
Maximum Vertices in a Connected Component : 1643
Maximum Edges in a Connected Component : 3390
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.506479
Graph Density : 0.000329817523406948
Modularity : 0.384417
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,726 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, 05 August 2020 at 05:42 UTC.
The requested start date was Wednesday, 05 August 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 13-day, 22-hour, 47-minute period from Wednesday, 22 July 2020 at 00:03 UTC to Tuesday, 04 August 2020 at 22:51 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:
[974] mother,mentor [974] mentor,friend [974] friend,many [974] many,lady [974] lady,red [974] red,couture [974] couture,died [972] jezebel,mother [275] social,media [221] bill,murray Top Word Pairs in Tweet in G1:
[969] mother,mentor [969] mentor,friend [969] friend,many [969] many,lady [969] lady,red [969] red,couture [969] couture,died [968] jezebel,mother [6] bar,exam [6] exam,takers Top Word Pairs in Tweet in G2:
[183] social,media [81] media,marketing [75] #socialmedia,#socialmarketing [74] #socialmedia,#socialmediamarketing [58] #socialmediatips,#socialmarketing [57] #socialmarketing,#socialmediastrategy [55] #socialmediamarketing,#socialmarketing [54] #socialmediamarketing,#socialenvy [54] #socialenvy,#social [54] #social,#socialmediatips Top Word Pairs in Tweet in G3:
[219] bill,murray [219] murray,scream [219] scream,singing [219] singing,take [219] take,ballgame [219] ballgame,cubs [219] cubs,fans [219] fans,exactly [219] exactly,needed [219] needed,today Top Word Pairs in Tweet in G4:
[72] trump's,facebook [72] facebook,ad [72] ad,uses [72] uses,protest [72] protest,photo [72] photo,ukraine [72] ukraine,2014 [72] 2014,2020 [70] gizmodo,trump's [48] york,times Top Word Pairs in Tweet in G5:
[116] pleased,show [108] twitter,instagram [107] #socialmediamarketing,#services [107] #services,twitter [107] socialelbies,pleased [106] instagram,facebook [106] facebook,linkedin [106] show,#socialelbies [106] #socialelbies,co [100] 2019,featuring Top Word Pairs in Tweet in G6:
[44] social,media [20] media,marketing [12] common,mistakes [12] mistakes,need [12] need,avoid [12] avoid,social [11] #socialmedia,#socialmarketing [10] marketing,#socialmediamarketing [8] don,build [8] build,links Top Word Pairs in Tweet in G7:
[19] save,45 [19] 45,getting [19] getting,four [19] four,#socialmarketing [19] #socialmarketing,#tools [19] #tools,#ritekit [19] #ritekit,package [19] package,osakasaul [14] #digitalmarketing,#socialmedia [11] #branding,#socialstrategy Top Word Pairs in Tweet in G8:
[20] #digitalart,#digital [20] #digital,#digitalmarketingteam [20] #digitalmarketingteam,#digitalmarketer [17] #marketing,#marketingstrategy [15] #marketingstrategy,#social [15] #social,#socialmediamarketing [12] #socialmediamarketing,#socialmedia [8] digital,marketing [7] #socialmedia,#socialmediastrategy [7] #socialmediastrategy,#socialmarketing Top Word Pairs in Tweet in G9:
[10] technical,advisory [10] advisory,group [10] group,behavioural [10] behavioural,insights [10] insights,sciences [7] #socialmarketing,one [7] announced,creation [7] creation,technical [7] sciences,health [7] health,director Top Word Pairs in Tweet in G10:
[11] #careerfy,#eyecix [10] #digitalmarketing,#socialmarketing [10] #socialmarketing,#fiverrseller [10] #fiverrseller,#fiverr [9] #fiverr,#facebookpage [5] eyecix,#careerfy [5] #websitedesign,#technology [4] #facebookpage,provide [4] #socialmedia,#socialmarketing [4] #eyecix,#plugin Top Replied-To in Entire Graph:
Top Replied-To in G9:
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: