The graph represents a network of 72 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, 25 March 2020 at 03:16 UTC.
The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 73-day, 20-hour, 53-minute period from Thursday, 02 January 2020 at 20:00 UTC to Monday, 16 March 2020 at 16:53 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 : 72
Unique Edges : 78
Edges With Duplicates : 185
Total Edges : 263
Number of Edge Types : 4
MentionsInRetweet : 145
Tweet : 57
Replies to : 19
Mentions : 42
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0512820512820513
Reciprocated Edge Ratio : 0.0975609756097561
Connected Components : 22
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 39
Maximum Edges in a Connected Component : 209
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.989924
Graph Density : 0.0160406885758998
Modularity : 0.286689
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 72 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, 25 March 2020 at 03:16 UTC.
The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 73-day, 20-hour, 53-minute period from Thursday, 02 January 2020 at 20:00 UTC to Monday, 16 March 2020 at 16:53 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:
[19] social,media [9] managesocial,janetmachuka_ [8] hootsuite,hubspot [8] hubspot,cmicontent [8] cmicontent,socialmedia2day [8] socialmedia2day,smexaminer [8] smexaminer,larrykim [8] larrykim,neilpatel [8] neilpatel,marketingprofs [8] marketingprofs,marismith Top Word Pairs in Tweet in G1:
[9] managesocial,janetmachuka_ [7] lollipop_social,manageflitter [5] #socialroi,madalyn [5] personal,brand [5] key,elements [4] social,media [4] manageflitter,a4 [4] #socialroi,chat [3] manageflitter,a2 [3] a2,held Top Word Pairs in Tweet in G2:
[8] hootsuite,hubspot [8] hubspot,cmicontent [8] cmicontent,socialmedia2day [8] socialmedia2day,smexaminer [8] smexaminer,larrykim [8] larrykim,neilpatel [8] neilpatel,marketingprofs [8] marketingprofs,marismith [7] joeclark947,hootsuite [6] marismith,jeffbullas Top Word Pairs in Tweet in G3:
[7] social,media [2] #socialroi,buy [2] buy,bitcoin [2] bitcoin,money [2] favorite,#socialmedia [2] #socialmedia,tools [2] tools,use [2] use,daily [2] daily,engaging [2] engaging,creating Top Word Pairs in Tweet in G4:
[2] waving,hello [2] hello,#socialroi [2] #socialroi,#atx [2] #atx,austin [2] austin,texas [2] texas,wrapped [2] wrapped,afternoon [2] afternoon,hanging [2] hanging,brilliant Top Word Pairs in Tweet in G5:
[2] a4,come [2] come,question [2] question,reuse [2] reuse,content [2] content,come [2] come,message Top Word Pairs in Tweet in G6:
[3] ce,matin [2] bienvenue,notre [2] notre,#hootstt [2] #hootstt,ce [2] matin,parlons [2] parlons,#socialroi [2] #socialroi,performance [2] ouverture,#hootstt [2] #hootstt,#socialroi Top Word Pairs in Tweet in G7:
[3] commerce,business [3] social,media [2] attract,flood [2] flood,customers [2] customers,commerce [2] business,try [2] try,'5 [2] '5,steps [2] steps,create [2] create,video Top Word Pairs in Tweet in G8:
[5] favorite,#socialmedia [5] #socialmedia,tools [5] tools,use [5] use,daily [5] daily,engaging [5] engaging,creating [5] creating,scheduling [5] scheduling,monitoring [4] monitoring,analyzing [2] b2the7,favorite Top Word Pairs in Tweet in G9:
[4] more,#socialroi [3] ways,give [3] give,audience [2] audience,view [2] view,more [2] learn,more Top Word Pairs in Tweet in G10:
[2] smb,b2bs [2] b2bs,benefit [2] benefit,social [2] social,media [2] media,presence [2] presence,quantifiable [2] quantifiable,dollars [2] dollars,benefits 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: