The graph represents a network of 194 Twitter users whose tweets in the requested range contained "#SocBiz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 05 May 2020 at 11:58 UTC.
The requested start date was Tuesday, 05 May 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 13-day, 9-hour, 26-minute period from Tuesday, 21 April 2020 at 05:25 UTC to Monday, 04 May 2020 at 14:51 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 : 194
Unique Edges : 175
Edges With Duplicates : 640
Total Edges : 815
Number of Edge Types : 5
Retweet : 203
MentionsInRetweet : 270
Mentions : 158
Replies to : 10
Tweet : 174
Self-Loops : 176
Reciprocated Vertex Pair Ratio : 0.06
Reciprocated Edge Ratio : 0.113207547169811
Connected Components : 12
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 53
Maximum Edges in a Connected Component : 449
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.508511
Graph Density : 0.00707761337535388
Modularity : 0.297159
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 194 Twitter users whose tweets in the requested range contained "#SocBiz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 05 May 2020 at 11:58 UTC.
The requested start date was Tuesday, 05 May 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 13-day, 9-hour, 26-minute period from Tuesday, 21 April 2020 at 05:25 UTC to Monday, 04 May 2020 at 14:51 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 : #SocBiz
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:
[133] #arteyart,#cultura [111] #socbiz,#biztalk [75] #fineart,#modernart [55] #modernart,#abstractart [52] #biztalk,#devboost [51] richalp411,#checkout [44] #abstractart,#contemporaryart [37] #sharethearts,#supportthearts [32] #supportthearts,#fineart [30] #checkout,#artshare Top Word Pairs in Tweet in G1:
[2] keith_jebb,dbetteracademia [2] dbetteracademia,richardjparfitt [2] richardjparfitt,dgurdasani1 [2] dgurdasani1,cici18480257 [2] cici18480257,carstensenpol [2] carstensenpol,runelinding [2] runelinding,bolderesident Top Word Pairs in Tweet in G2:
[7] simondueckert,dhinchcliffe [5] digital,work [4] social,network [4] celineschill,dt [4] #e20,#socbiz [4] #e20dwd,meetup [4] meetup,key [4] key,values [4] values,good [4] good,leadership Top Word Pairs in Tweet in G3:
[6] #smm,#marketing [4] #community,#cmgr [4] #cmgr,#socbiz [3] customer,centric [3] centric,organization [3] organization,critical [3] critical,good [3] good,times [3] times,bad [3] #marketing,#socbiz Top Word Pairs in Tweet in G4:
[133] #arteyart,#cultura [111] #socbiz,#biztalk [75] #fineart,#modernart [55] #modernart,#abstractart [52] #biztalk,#devboost [51] richalp411,#checkout [44] #abstractart,#contemporaryart [37] #sharethearts,#supportthearts [32] #supportthearts,#fineart [30] #checkout,#artshare Top Word Pairs in Tweet in G5:
[8] gt,gt [8] gt,#socbiz [6] #infographic,10 [6] 10,don [6] don,ts [6] ts,#socialmedia [6] #socialmedia,pipelinercrm [6] pipelinercrm,gt [4] #linkedin,introduction [4] introduction,stalls Top Word Pairs in Tweet in G6:
[13] entire,companies [13] companies,working [13] working,home [13] home,stay [13] stay,safe [13] safe,routines [13] routines,disrupted [13] disrupted,teams [13] teams,adjusting [13] adjusting,ways Top Word Pairs in Tweet in G7:
[3] #futureofwork,#socbiz [2] here's,cool [2] cool,memory [2] memory,years [2] years,ago [2] ago,visited [2] visited,ishii_mit [2] ishii_mit,medialab [2] medialab,more [2] more,people Top Word Pairs in Tweet in G8:
[5] learn,lessons [5] lessons,baby [4] #socbiz,#smm [4] baby,janlgordon [4] janlgordon,andycapaloff [2] covid,19 [2] 19,world [2] world,full [2] full,innovation [2] innovation,andycapaloff Top Word Pairs in Tweet in G9:
[3] #webdesign,#webdevelopment [3] #webdevelopment,#websites [3] #websites,#ecommerce [3] #ecommerce,#marketingstrategy [3] #marketingstrategy,#onlinebusiness [3] #onlinebusiness,#socbiz [2] richard_sink,#webdesign Top Word Pairs in Tweet in G10:
[2] digital,transformation [2] transformation,community [2] community,collaboration [2] collaboration,drive [2] drive,results [2] results,4enterprisers [2] 4enterprisers,thanks Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 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: