The graph represents a network of 66 Twitter users whose tweets in the requested range contained "#SocialROI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 February 2020 at 05:10 UTC.
The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 66-day, 17-hour, 51-minute period from Monday, 02 December 2019 at 23:24 UTC to Friday, 07 February 2020 at 17:16 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 : 66
Unique Edges : 50
Edges With Duplicates : 162
Total Edges : 212
Number of Edge Types : 4
MentionsInRetweet : 120
Mentions : 34
Replies to : 13
Tweet : 45
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0161290322580645
Reciprocated Edge Ratio : 0.0317460317460317
Connected Components : 19
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 36
Maximum Edges in a Connected Component : 167
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.955752
Graph Density : 0.0146853146853147
Modularity : 0.288865
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 66 Twitter users whose tweets in the requested range contained "#SocialROI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 February 2020 at 05:10 UTC.
The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 66-day, 17-hour, 51-minute period from Monday, 02 December 2019 at 23:24 UTC to Friday, 07 February 2020 at 17:16 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 : #SocialROI
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:
[15] social,media [9] #twittersmarter,#socialroi [9] lollipop_social,manageflitter [7] favorite,#socialmedia [7] #socialmedia,tools [7] tools,use [7] use,daily [7] daily,engaging [7] engaging,creating [7] creating,scheduling Top Word Pairs in Tweet in G1:
[9] lollipop_social,manageflitter [5] social,media [5] manageflitter,a4 [5] personal,brand [5] #socialroi,chat [5] madalynsklar,#twittersmarter [5] #twittersmarter,#socialroi [5] #socialroi,shares [5] shares,predictions [5] predictions,#digitalmedia Top Word Pairs in Tweet in G2:
[6] hootsuite,hubspot [6] hubspot,cmicontent [6] cmicontent,socialmedia2day [6] socialmedia2day,smexaminer [6] smexaminer,larrykim [6] larrykim,neilpatel [6] neilpatel,marketingprofs [6] marketingprofs,marismith [6] marismith,jeffbullas [5] joeclark947,hootsuite Top Word Pairs in Tweet in G3:
[3] more,#socialroi [3] favorite,#socialmedia [3] #socialmedia,tools [3] tools,use [3] use,daily [3] daily,engaging [3] engaging,creating [3] creating,scheduling [3] scheduling,monitoring [2] social,media Top Word Pairs in Tweet in G5:
[4] social,media Top Word Pairs in Tweet in G6:
[3] followers,interactions [3] interactions,worth [3] worth,more [3] more,looking [3] looking,maximize [3] maximize,brand [3] brand,impact [3] impact,read [2] hookit,followers [2] know,drive Top Word Pairs in Tweet in G7:
[2] algunos,#twitterchats [2] #twitterchats,#socialmedia [2] #socialmedia,publicista [2] publicista,manejador [2] manejador,redes [2] redes,sociales [2] sociales,debe [2] debe,seguir [2] seguir,#socialroi Top Word Pairs in Tweet in G10:
[4] roi,same [4] same,return [4] return,ad [4] ad,spend [4] spend,roas [4] roas,kpi [4] kpi,#socialroi [4] #socialroi,#roi [2] commentground,roi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: