The graph represents a network of 118 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, 22 June 2021 at 10:25 UTC.
The requested start date was Tuesday, 22 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 12-hour, 0-minute period from Tuesday, 08 June 2021 at 05:25 UTC to Monday, 21 June 2021 at 17:25 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 : 118
Unique Edges : 57
Edges With Duplicates : 363
Total Edges : 420
Number of Edge Types : 5
Tweet : 102
Retweet : 125
MentionsInRetweet : 136
Mentions : 56
Replies to : 1
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.0175438596491228
Reciprocated Edge Ratio : 0.0344827586206897
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 197
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.904215
Graph Density : 0.00840214399536434
Modularity : 0.26274
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 118 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, 22 June 2021 at 10:25 UTC.
The requested start date was Tuesday, 22 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 12-hour, 0-minute period from Tuesday, 08 June 2021 at 05:25 UTC to Monday, 21 June 2021 at 17:25 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:
[105] #startups,#innovation [105] #innovation,#leadership [105] #leadership,#restaurant [105] #restaurant,#socbiz [105] #socbiz,#socialbiz [105] #socialbiz,#socialbusiness [105] #socialbusiness,#collaboration [105] #collaboration,#ecommerce [94] rajeevg45843409,#startups [94] #ecommerce,#m 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:
[103] #startups,#innovation [103] #innovation,#leadership [103] #leadership,#restaurant [103] #restaurant,#socbiz [103] #socbiz,#socialbiz [103] #socialbiz,#socialbusiness [103] #socialbusiness,#collaboration [103] #collaboration,#ecommerce [94] rajeevg45843409,#startups [94] #ecommerce,#m Top Word Pairs in Tweet in G3:
[30] #socbiz,#biztalk [22] #arteyart,#cultura [17] #supportthearts,#sharethearts [17] #indiedev,#artbot [16] #signalboost,#socbiz [13] #devart,#decorart [12] need,#supportthearts [12] #artistontwitter's,#artwork [12] #biztalk,#techtalk [11] #sharethearts,#boostthearts Top Word Pairs in Tweet in G4:
[7] social,media [6] media,ponderings [6] ponderings,#socbiz [4] #infographic,10 [4] 10,don [4] don,ts [4] ts,#socialmedia [4] #socialmedia,pipelinercrm [4] pipelinercrm,gt [4] gt,gt Top Word Pairs in Tweet in G5:
[5] greatest,untapped [5] untapped,assets [5] assets,organizations [5] organizations,customers [5] customers,workers [5] workers,#employeeadvocacy [4] dhinchcliffe,greatest [2] #socbiz,#socialmedia Top Word Pairs in Tweet in G6:
[7] social,media [5] 01793,967317 [4] call,01793 [4] #socbiz,#socialbusiness [4] 967317,#socbiz [4] announce,yola [4] yola,ohara [3] super,excited [3] excited,announce [3] ohara,returning Top Word Pairs in Tweet in G7:
[2] #startups,#innovation [2] #innovation,#leadership [2] #leadership,#restaurant [2] #restaurant,#socbiz [2] #socbiz,#socialbiz [2] #socialbiz,#socialbusiness [2] #socialbusiness,#collaboration [2] #collaboration,#ecommerce Top Word Pairs in Tweet in G8:
[11] #socbiz,#inboundmarketing [7] #socbiz,#socialmedia [7] #socbiz,#roi [6] measure,#roi [6] operational,efficiency [4] online,#socbiz [4] take,note [4] note,#socbiz [4] #roi,#inboundmarketing [4] efficiency,#socbiz Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: