The graph represents a network of 562 Twitter users whose recent tweets contained "#DigitalBusiness", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 12 June 2019 at 23:09 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 48-minute period from Monday, 03 June 2019 at 06:57 UTC to Wednesday, 12 June 2019 at 22:45 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 : 562
Unique Edges : 639
Edges With Duplicates : 495
Total Edges : 1134
Self-Loops : 285
Reciprocated Vertex Pair Ratio : 0.0684474123539232
Reciprocated Edge Ratio : 0.128125
Connected Components : 176
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 126
Maximum Edges in a Connected Component : 320
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.640869
Graph Density : 0.0020299287621875
Modularity : 0.568038
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[40] digital,business [40] one,funnel [40] funnel,away [40] away,challenge [40] challenge,ofa [40] ofa,#money [40] #money,#digitalmarketing [40] #digitalmarketing,#onlinemarketing [40] #onlinemarketing,#affiliatemarketing [36] #startup,#digitalbusiness Top Word Pairs in Tweet in G1:
[12] #digitalbusiness,#digitaltransformation [10] #digitalmarketing,#digitalbusiness [8] #ai,#digitalbusiness [7] best,tips [7] tips,#content [7] #content,length [7] length,better [7] better,search [7] search,engine [7] engine,rank Top Word Pairs in Tweet in G2:
[15] enterprise,architecture [14] 4,step [13] shares,4 [13] step,method [13] method,help [13] help,enterprise [13] architecture,technology [12] gartner,analyst [11] analyst,scsearle [11] scsearle,shares Top Word Pairs in Tweet in G3:
[22] taula,debat [14] amb,celiahil [10] t'interessa,món [10] món,#digitalbusiness [10] #digitalbusiness,et [10] et,perdis [10] perdis,taula [10] debat,amb [9] només,falta [9] falta,setmana Top Word Pairs in Tweet in G4:
[8] excited,speak [8] speak,customers [8] customers,today [8] today,use [8] use,data [8] data,nfl [8] nfl,centurylink [8] centurylink,field [8] field,#datatowin [7] gcatcenturylink,excited Top Word Pairs in Tweet in G5:
[24] gt,gt [16] #bigdata,challenges [16] challenges,impacting [16] impacting,data [16] data,driven [16] driven,business [16] business,goals [16] goals,cioonline [16] cioonline,craigbrownphd [16] craigbrownphd,gt Top Word Pairs in Tweet in G6:
[21] four,essential [21] essential,new [21] new,architecture [21] architecture,paradigms [21] paradigms,digital [21] digital,business [21] business,success [21] success,link [21] link,gt [21] gt,accenture Top Word Pairs in Tweet in G7:
[28] top,10 [28] 10,new [28] new,mlm [28] mlm,companies [16] #mlmsuccess,#networkmarketing [16] #networkmarketing,#homebusiness [15] companies,#mlm [15] #mlm,#mlmbusiness [15] #mlmbusiness,#mlmsuccess [14] digital_marktng,top Top Word Pairs in Tweet in G8:
[16] #cio,#digitalbusiness [5] worldpay_global,saw [5] saw,opportunity [5] opportunity,payment [5] payment,market [5] market,evolved [5] evolved,dispute [5] dispute,processes [5] processes,systems [5] systems,hampered Top Word Pairs in Tweet in G10:
[10] here's,look [10] look,common [10] common,mistakes [10] mistakes,software [10] software,product [10] product,development [9] apoorvedubey,here's [5] #saas,#digitalbusiness [4] development,#softwarepro [4] zibtek,apoorvedubey Top Replied-To in Entire Graph:
Top Replied-To in G4:
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: