The graph represents a network of 991 Twitter users whose tweets in the requested range contained "hcmktg", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 30 May 2019 at 11:40 UTC.
The requested start date was Thursday, 30 May 2019 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 89-day, 16-hour, 54-minute period from Friday, 01 March 2019 at 00:34 UTC to Wednesday, 29 May 2019 at 17:29 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 : 991
Unique Edges : 1519
Edges With Duplicates : 2553
Total Edges : 4072
Number of Edge Types : 3
Mentions : 2570
Replies to : 49
Tweet : 1453
Self-Loops : 1453
Reciprocated Vertex Pair Ratio : 0.0948379351740696
Reciprocated Edge Ratio : 0.173245614035088
Connected Components : 65
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 806
Maximum Edges in a Connected Component : 3537
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.024148
Graph Density : 0.0018591566522949
Modularity : 0.360792
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[281] #hcmktg,#quantihealth [281] #quantihealth,top [281] top,story [172] healthcare,marketing [142] see,more [138] #hcmktg,#hcsm [118] #hcmktg,#healthcaremarketing [73] social,media [61] marketing,matters [60] #hcmktg,#mcsmn Top Word Pairs in Tweet in G1:
[36] new,#touchpoint [26] #touchpoint,episode [23] tpmnetwork,new [23] reedsmith,chrisboyer [21] healthcare,marketing [21] sign,up [20] #hcmktg,#mcsmn [20] learn,more [16] #hcsm,#hcmktg [16] #hcmktg,#analytics Top Word Pairs in Tweet in G2:
[26] #hcmktg,#pharmamktg [18] #hcmktg,#pharma [14] mm,m [14] find,out [14] #pharma,#hcmktg [14] #hcmktg,#hcsm [12] best,#dtc [12] gt,gt [11] top,10 [10] m,deloitte Top Word Pairs in Tweet in G3:
[34] healthcare,marketing [28] #hcldr,#hitsm [26] #hitmc,#hcmktg [25] #hitsm,#hitmc [25] digital,healthcare [23] emerging,leaders [22] marketing,webinar [19] personal,podcast [19] s,real [19] real,careers Top Word Pairs in Tweet in G4:
[78] #hcmktg,#healthcaremarketing [48] healthcare,marketing [41] new,episode [26] core,exchange [20] creative,director [20] health,system [19] episode,conversation [15] core_creative,new [15] conversation,director [15] director,digital Top Word Pairs in Tweet in G5:
[62] healthcare,marketing [61] marketing,matters [38] #hcmktg,#hcsm [35] daily,out [34] matters,daily [34] out,#hcmktg [34] #hcsm,stories [17] #hcmktg,#healthcaremarketing [9] medical,groups [8] health,system Top Word Pairs in Tweet in G6:
[280] #hcmktg,#quantihealth [280] #quantihealth,top [280] top,story [138] see,more [57] quantihealth_,#hcmktg [20] story,accuray_fr [19] gt,gt [18] dã,couvrir [15] accuray_fr,'venez [15] 'venez,dã Top Word Pairs in Tweet in G7:
[6] #hmps19,#hcmktg [6] #hcmktg,friends [5] #ptexp,#hcmktg [5] ochsnerhealth's,stacy [5] stacy,martinez [5] martinez,steward's [5] steward's,colleen [5] colleen,walsh [4] today,s [4] gt,hospital Top Word Pairs in Tweet in G8:
[71] #hcmktg,#hcsm [51] nine,strategies [51] strategies,changing [51] changing,provider [51] provider,marketing [51] marketing,courage [51] courage,#hcmktg [51] #hcsm,#strategy [40] #digitalhealth,#hcmktg [40] #hcmktg,#hitmc Top Word Pairs in Tweet in G9:
[5] #email,done [5] done,right [5] right,engages [5] engages,#physicians [5] #physicians,conversations [5] conversations,critical [5] critical,ones [5] ones,#hospitalmarketing [4] #healthcare,#hcmktg [4] marketing,#hcmktg Top Word Pairs in Tweet in G10:
[14] kimwhitler,new [10] harvardbiz,thecmoclub [10] thecmoclub,bkardon [9] forrester,neustar [9] neustar,anamarketers [9] new,hbr [9] hbr,article [9] article,western [9] western,mktrs [9] mktrs,learn Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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