The graph represents a network of 98 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 Saturday, 09 November 2019 at 04:48 UTC.
The requested start date was Wednesday, 06 November 2019 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 58-day, 12-hour, 23-minute period from Wednesday, 04 September 2019 at 19:55 UTC to Saturday, 02 November 2019 at 08:18 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 : 98
Unique Edges : 79
Edges With Duplicates : 106
Total Edges : 185
Number of Edge Types : 3
Mentions : 108
Tweet : 66
Replies to : 11
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.012987012987013
Reciprocated Edge Ratio : 0.0256410256410256
Connected Components : 35
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 29
Maximum Edges in a Connected Component : 91
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.554493
Graph Density : 0.00820534399326741
Modularity : 0.45748
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 98 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 Saturday, 09 November 2019 at 04:48 UTC.
The requested start date was Wednesday, 06 November 2019 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 58-day, 12-hour, 23-minute period from Wednesday, 04 September 2019 at 19:55 UTC to Saturday, 02 November 2019 at 08:18 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[28] social,media [5] favorite,#socialmedia [5] #socialmedia,tools [5] tools,use [5] use,daily [5] daily,engaging [5] engaging,creating [5] creating,scheduling [5] scheduling,monitoring [5] 25,topics Top Word Pairs in Tweet in G1:
[7] social,media [4] personal,brand [4] #socialroi,chat [3] social,network [3] thank,guest [3] guest,nicole [3] nicole,osborne [3] osborne,lollipop_social [3] lollipop_social,shared [3] shared,much Top Word Pairs in Tweet in G2:
[3] hootsuite,hubspot [3] hubspot,cmicontent [3] cmicontent,socialmedia2day [3] socialmedia2day,smexaminer [3] smexaminer,larrykim [3] larrykim,neilpatel [3] neilpatel,marketingprofs [3] marketingprofs,marismith [3] marismith,jeffbullas [2] joeclark947,hootsuite Top Word Pairs in Tweet in G3:
[14] social,media [5] 25,topics [5] topics,25 [5] 25,social [5] media,experts [5] experts,chapter [5] chapter,11 [5] 11,talking [5] talking,social [5] media,strategies Top Word Pairs in Tweet in G5:
[5] #tweetchat,pros [5] pros,san [5] san,fran [5] fran,oct [5] oct,30th [5] 30th,conference [5] conference,put [5] put,semrush [4] ryanfoland,#tweetchat [4] semrush,needs Top Word Pairs in Tweet in G6:
[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] b2the7,moninaw [2] monitoring,analyzing Top Word Pairs in Tweet in G7:
[3] a2,biggest [3] biggest,challenge [3] challenge,speak [3] speak,network [3] network,each [3] each,one [3] one,different [3] different,#socialroi [2] bryankramer,a2 Top Word Pairs in Tweet in G10:
[2] scribble,roi [2] roi,non [2] non,e [2] e,commerce [2] commerce,sites [2] sites,work [2] work,please [2] please,excuse [2] excuse,poor [2] poor,drawings Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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: