The graph represents a network of 1,183 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 Thursday, 12 December 2019 at 21:07 UTC.
The requested start date was Thursday, 12 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 13-day, 23-hour, 10-minute period from Thursday, 28 November 2019 at 01:17 UTC to Thursday, 12 December 2019 at 00:27 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 : 1183
Unique Edges : 1415
Edges With Duplicates : 862
Total Edges : 2277
Number of Edge Types : 3
Tweet : 876
Mentions : 1360
Replies to : 41
Self-Loops : 876
Reciprocated Vertex Pair Ratio : 0.028169014084507
Reciprocated Edge Ratio : 0.0547945205479452
Connected Components : 456
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 352
Maximum Edges in a Connected Component : 1141
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.645182
Graph Density : 0.000835296422957493
Modularity : 0.55447
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,183 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 Thursday, 12 December 2019 at 21:07 UTC.
The requested start date was Thursday, 12 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 13-day, 23-hour, 10-minute period from Thursday, 28 November 2019 at 01:17 UTC to Thursday, 12 December 2019 at 00:27 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:
[171] social,media [120] #socialmedia,#socialmarketing [104] #digitalmarketing,#startups [104] #seo,#marketing [96] #startups,#seo [87] #digitalmarketing,#socialmediamarketing [84] #digitalmarketer,#digitalmarketing [78] 16,components [78] components,killer [78] killer,brand Top Word Pairs in Tweet in G1:
[52] social,media [14] #socialmarketing,#digitalmarketing [13] #socialmedia,#socialmarketing [12] media,marketing [12] #socialmarketing,#socialmedia [11] 11,killer [11] killer,twitter [11] twitter,traffic [11] traffic,generation [11] generation,methods Top Word Pairs in Tweet in G2:
[91] #seo,#marketing [85] #digitalmarketing,#startups [84] #startups,#seo [66] #digitalmarketer,#digitalmarketing [66] #digitalmarketing,#socialmediamarketing [58] seo,effective [58] effective,online [58] online,marketing [58] marketing,strategy [58] strategy,benefits Top Word Pairs in Tweet in G3:
[74] 16,components [74] components,killer [74] killer,brand [74] brand,strategy [64] #digitalmarketing,#socialmedia [63] strategy,#growthhacking [63] #growthhacking,#branding [63] #branding,#digitalmarketing [62] andreapaci90,16 [62] #socialmedia,#socialmarketing Top Word Pairs in Tweet in G4:
[53] trump,offers [53] offers,hunter [53] hunter,biden [53] biden,job [53] job,energy [53] energy,department [53] department,based [53] based,oil [53] oil,industry [53] industry,experience Top Word Pairs in Tweet in G5:
[36] forget,check [36] check,#hashtag [36] #hashtag,#socialelbies [36] #socialelbies,see [26] help,#business [21] pleased,show [20] see,socialelbies [19] #socialmarketing,#website [19] show,#portfolio [19] #portfolio,#testimonials Top Word Pairs in Tweet in G6:
[28] #marketingdigital,#marketingonline [16] #socialmedia,#socialmarketing [15] #socialmediamarketing,#socialmarketing [14] #marketingonline,#socialmedia [14] #seo,#sem [13] #socialmarketing,#socialmedia [12] #marketingonline,#socialmarketing [11] 10,powerful [11] powerful,strategies [11] strategies,grow Top Word Pairs in Tweet in G7:
[31] shits,scary [31] scary,everyone [31] everyone,careful [30] klintxjohnson,shits Top Word Pairs in Tweet in G8:
[19] relationship,between [17] know,#socialmarketing [17] #socialmarketing,impacts [17] impacts,site's [17] site's,seo [17] seo,relationship [17] between,organic [17] organic,paid [17] paid,use [16] moz,know Top Word Pairs in Tweet in G9:
[26] linkedin,profile [24] timothy_hughes,dlaignite [24] dlaignite,#socialselling [17] social,profile [17] profile,table [17] table,stakes [17] stakes,timothy_hughes [14] win,timothy_hughes [12] profile,qualify [12] qualify,deals Top Word Pairs in Tweet in G10:
[9] #socialmarketing,course [9] course,university [9] university,bologna [9] bologna,ay [9] ay,2019 [9] 2019,2020 [9] 2020,ten [9] ten,groups [9] groups,students [9] students,working Top Replied-To in Entire Graph:
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: