The graph represents a network of 3,289 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, 29 July 2020 at 05:55 UTC.
The requested start date was Wednesday, 29 July 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, 22-hour, 55-minute period from Wednesday, 15 July 2020 at 00:10 UTC to Tuesday, 28 July 2020 at 23:05 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 : 3289
Unique Edges : 799
Edges With Duplicates : 6934
Total Edges : 7733
Number of Edge Types : 5
Retweet : 2708
MentionsInRetweet : 3305
Tweet : 1201
Replies to : 71
Mentions : 448
Self-Loops : 1232
Reciprocated Vertex Pair Ratio : 0.00566371681415929
Reciprocated Edge Ratio : 0.011263639563534
Connected Components : 688
Single-Vertex Connected Components : 492
Maximum Vertices in a Connected Component : 1962
Maximum Edges in a Connected Component : 4121
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.730026
Graph Density : 0.000262709362994987
Modularity : 0.379337
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,289 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, 29 July 2020 at 05:55 UTC.
The requested start date was Wednesday, 29 July 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, 22-hour, 55-minute period from Wednesday, 15 July 2020 at 00:10 UTC to Tuesday, 28 July 2020 at 23:05 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:
[971] mother,mentor [971] mentor,friend [971] friend,many [971] many,lady [971] lady,red [971] red,couture [971] couture,died [969] jezebel,mother [286] social,media [221] bill,murray Top Word Pairs in Tweet in G1:
[964] mother,mentor [964] mentor,friend [964] friend,many [964] many,lady [964] lady,red [964] red,couture [964] couture,died [963] jezebel,mother [6] bar,exam [6] exam,takers Top Word Pairs in Tweet in G2:
[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 G3:
[199] social,media [101] media,marketing [87] #socialmedia,#socialmediamarketing [65] #socialmediamarketing,#socialmarketing [65] #socialmedia,#socialmarketing [65] #socialmediatips,#socialmarketing [64] #socialmarketing,#socialmediastrategy [62] #social,#socialmediatips [61] #socialmediamarketing,#socialenvy [61] #socialenvy,#social 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 [60] covid,19 Top Word Pairs in Tweet in G5:
[142] twitter,instagram [141] #socialmediamarketing,#services [141] #services,twitter [137] instagram,facebook [136] facebook,linkedin [108] pleased,show [101] socialelbies,pleased [100] show,#socialelbies [100] #socialelbies,co [94] 2019,featuring Top Word Pairs in Tweet in G6:
[22] #marketingdigital,#marketingonline [18] save,45 [18] 45,getting [18] getting,four [18] four,#socialmarketing [18] #socialmarketing,#tools [18] #tools,#ritekit [18] #ritekit,package [18] package,osakasaul [17] #socialmedia,#socialmarketing Top Word Pairs in Tweet in G7:
[55] #marketing,#marketingstrategy [43] #marketingstrategy,#social [38] #social,#socialmediamarketing [26] #socialmediamarketing,#socialmedia [19] #socialmedia,#socialmediastrategy [16] #socialmediastrategy,#socialmarketing [15] website,design [12] #socialmarketing,#business [12] digitechnique,beautiful [11] #business,#businesswoman Top Word Pairs in Tweet in G8:
[26] anyone,queen [26] queen,mecha [26] mecha,correct [26] correct,bs [25] randommnky,anyone Top Word Pairs in Tweet in G9:
[18] keys,#socialmarketing [18] #socialmarketing,success [18] success,#marketing [17] cktechconnect,keys Top Word Pairs in Tweet in G10:
[15] #careerfy,#eyecix [12] #jvzoo,#jvreviews [12] #jvreviews,#wso [11] #wso,#socialmarketing [10] #digitalmarketing,#socialmarketing [10] #socialmarketing,#fiverrseller [10] #fiverrseller,#fiverr [9] #fiverr,#facebookpage [9] #socialmarketing,#marketing [7] #webdesign,#webdevelopment Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: