The graph represents a network of 65 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 Wednesday, 03 November 2021 at 17:41 UTC.
The requested start date was Wednesday, 03 November 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 83-day, 13-hour, 40-minute period from Saturday, 07 August 2021 at 15:55 UTC to Saturday, 30 October 2021 at 05:36 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 : 65
Unique Edges : 60
Edges With Duplicates : 436
Total Edges : 496
Number of Edge Types : 5
Retweet : 178
MentionsInRetweet : 241
Tweet : 34
Mentions : 39
Replies to : 4
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.029126213592233
Reciprocated Edge Ratio : 0.0566037735849057
Connected Components : 13
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 26
Maximum Edges in a Connected Component : 434
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.152381
Graph Density : 0.0254807692307692
Modularity : 0.199164
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 65 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 Wednesday, 03 November 2021 at 17:41 UTC.
The requested start date was Wednesday, 03 November 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 83-day, 13-hour, 40-minute period from Saturday, 07 August 2021 at 15:55 UTC to Saturday, 30 October 2021 at 05:36 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:
[66] twitter,audience [54] twitter,automation [47] try,free [46] safest,twitter [36] power,tweeple [35] #btweeps,power [34] tweeple,manage [34] manage,target [34] target,grow [34] grow,twitter Top Word Pairs in Tweet in G1:
[66] twitter,audience [54] twitter,automation [47] try,free [46] safest,twitter [36] power,tweeple [35] #btweeps,power [34] tweeple,manage [34] manage,target [34] target,grow [34] grow,twitter Top Word Pairs in Tweet in G2:
[3] lorisica,samanthademers [3] samanthademers,nathaliegregg [3] nathaliegregg,40cupsofcoffeee [3] 40cupsofcoffeee,pattyfarmer [3] pattyfarmer,cgritmon [3] cgritmon,thatchristinag [3] thatchristinag,maikosakaibiz [2] zenyinger,lorisica [2] maikosakaibiz,tweetinggod Top Word Pairs in Tweet in G4:
[8] social,media [4] 25,topics [4] topics,25 [4] 25,social [4] media,experts [4] experts,chapter [4] chapter,11 [4] 11,talking [4] talking,social [4] media,strategies Top Word Pairs in Tweet in G6:
[2] meanwhile,over [2] over,alec [2] alec,baldwin's [2] baldwin's,place [2] place,#satindi [2] #satindi,#tokerware [2] #tokerware,#alec [2] #alec,#bitcoin [2] #bitcoin,#socialroi [2] #socialroi,#mynewlow Top Word Pairs in Tweet in G7:
[2] check,10 [2] 10,twitter [2] twitter,chats [2] chats,absolutely [2] absolutely,necessary [2] necessary,digital [2] digital,marketer Top Word Pairs in Tweet in G8:
[2] digital,marketing [2] marketing,infographic [2] infographic,#seo [2] #seo,#emailmarketing [2] #emailmarketing,#digitalmarketing [2] #digitalmarketing,#seo [2] #seo,#ppc [2] #ppc,#socialmediamarketing Top Word Pairs in Tweet in G9:
[2] poll,community Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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 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: