The graph represents a network of 4,041 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 June 2020 at 11:27 UTC.
The requested start date was Sunday, 07 June 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 1-day, 3-hour, 8-minute period from Friday, 05 June 2020 at 18:04 UTC to Saturday, 06 June 2020 at 21:12 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 : 4041
Unique Edges : 2927
Edges With Duplicates : 6428
Total Edges : 9355
Number of Edge Types : 5
Mentions : 1455
Tweet : 2758
Retweet : 2271
MentionsInRetweet : 2840
Replies to : 31
Self-Loops : 2957
Reciprocated Vertex Pair Ratio : 0.0314804310833806
Reciprocated Edge Ratio : 0.0610393181193291
Connected Components : 1580
Single-Vertex Connected Components : 1054
Maximum Vertices in a Connected Component : 1424
Maximum Edges in a Connected Component : 5441
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.129305
Graph Density : 0.00022277840256186
Modularity : 0.428651
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,041 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 June 2020 at 11:27 UTC.
The requested start date was Sunday, 07 June 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 1-day, 3-hour, 8-minute period from Friday, 05 June 2020 at 18:04 UTC to Saturday, 06 June 2020 at 21:12 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 : #marketing
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 G2:
[53] #vr,#ar [44] #ff,#followfriday [44] #followfriday,incredible [41] incredible,time [36] time,lapse [36] lapse,spacex [34] spacex,assembling [31] assembling,falcon [29] falcon,heavy [24] heavy,#spacex Top Word Pairs in Tweet in G3:
[120] #startup,#growthhacking [68] ryanglass4real,#entreprenuer [68] #digitalmarketing,#contentmarketing [68] social,media [68] #growthhacking,#business [68] #iot,#ai [68] state,#videomarketing [68] #videomarketing,2020 [68] 2020,infographic [68] infographic,#digitalmarketing Top Word Pairs in Tweet in G4:
[61] ronald_vanloon,#ai [58] #indiegame,#gamedev [55] #gamedev,#indiedev [51] super,game [45] game,talk [36] talk,video [35] video,alpha [35] alpha,#1 [35] #1,indie [35] indie,video Top Word Pairs in Tweet in G5:
[18] #marketing,#contentmarketing [18] #contentmarketing,#inboundmarketing [18] #inboundmarketing,#blog [15] #blog,#mktg [15] #mktg,#socialmedia [15] #socialmedia,#socialmediamarketing [15] #socialmediamarketing,#smm [15] #smm,#growthhacking [15] #growthhacking,#website [15] #marketing,#smallbusiness Top Word Pairs in Tweet in G6:
[22] #digitalmarketing,#marketing [20] digital,marketing [20] #marketing,#seo [19] charging,enough [17] guide,digital [17] #marketing,prodmgmt [15] step,step [15] step,guide [15] engagement,retargeting [13] covid,19 Top Word Pairs in Tweet in G7:
[23] #frizemedia,charlesfrize [18] #visualcontenting,#contentmarketing [17] #contentmarketing,#socialmedia [8] #socialmedia,#seo [7] #zirigozagroup,#e [6] #e,commerce [6] commerce,#marketing [6] #marketing,#enkil [5] #marketing,#onlineadvertisingghana [5] #enkil,#8020 Top Word Pairs in Tweet in G8:
[75] #digitalmarketing,#marketing [55] social,media [55] top,video [55] video,creation [46] creation,tool [46] tool,#socialmedia [46] #socialmedia,use [46] use,boost [45] boost,engagement [45] engagement,#digitalmarketing Top Word Pairs in Tweet in G9:
[8] #marketing,#technews [5] use,gt [5] gt,#thinkbigsundaywithmarsha [5] #tech,#marketing [5] #guide,#howto [5] #marketing,#socialmedia [5] today,use [5] good,#marketing [5] #marketing,builds [5] builds,#relationships Top Word Pairs in Tweet in G10:
[14] content,marketing [12] #digitalmarketing,#marketing [12] social,media [11] #digitalmarketing,#socialmedia [10] #marketing,#socialmedia [9] #socialmedia,#seo [9] marketing,using [8] using,content [8] content,attract [8] attract,retain Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G8:
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: