The graph represents a network of 965 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 Friday, 24 May 2019 at 11:40 UTC.
The requested start date was Thursday, 23 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 82-day, 21-hour, 55-minute period from Friday, 01 March 2019 at 00:34 UTC to Wednesday, 22 May 2019 at 22:30 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 : 965
Unique Edges : 1468
Edges With Duplicates : 2434
Total Edges : 3902
Number of Edge Types : 3
Mentions : 2468
Tweet : 1387
Replies to : 47
Self-Loops : 1387
Reciprocated Vertex Pair Ratio : 0.0936724565756824
Reciprocated Edge Ratio : 0.171298922291549
Connected Components : 65
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 784
Maximum Edges in a Connected Component : 3388
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.065473
Graph Density : 0.00189516909251177
Modularity : 0.36573
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[268] #hcmktg,#quantihealth [268] #quantihealth,top [268] top,story [154] healthcare,marketing [134] #hcmktg,#hcsm [130] see,more [112] #hcmktg,#healthcaremarketing [72] social,media [61] marketing,matters [58] #hcmktg,#mcsmn Top Word Pairs in Tweet in G1:
[33] new,#touchpoint [23] #touchpoint,episode [23] reedsmith,chrisboyer [21] sign,up [21] tpmnetwork,new [20] healthcare,marketing [20] learn,more [20] #hcmktg,#mcsmn [18] #hcmktg,#hcsm [16] digital,marketing Top Word Pairs in Tweet in G2:
[22] #hcmktg,#pharmamktg [18] #hcmktg,#pharma [14] find,out [14] mm,m [13] #pharma,#hcmktg [13] #hcmktg,#hcsm [12] gt,gt [12] best,#dtc [11] top,10 [10] year's,top Top Word Pairs in Tweet in G3:
[31] healthcare,marketing [27] #hcldr,#hitsm [25] #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:
[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,care Top Word Pairs in Tweet in G5:
[72] #hcmktg,#healthcaremarketing [41] new,episode [37] healthcare,marketing [23] 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 G6:
[267] #hcmktg,#quantihealth [267] #quantihealth,top [267] top,story [126] see,more [56] 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] #hcmktg,friends [5] #hmps19,#hcmktg [5] #ptexp,#hcmktg [4] gt,hospital [4] david,tytell [4] #hcmktg,#contentmarketing [4] #hcmktg,#hcldr [3] don,t [3] today,s [3] isn,t Top Word Pairs in Tweet in G8:
[4] #healthcare,#hcmktg [4] #email,done [4] done,right [4] right,engages [4] engages,#physicians [4] #physicians,conversations [4] conversations,critical [4] critical,ones [4] ones,#hospitalmarketing [3] marketing,#hcmktg Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[52] #hcmktg,#hcsm [37] #digitalhealth,#hcmktg [37] #hcmktg,#hitmc [37] #hitmc,#hitsm [36] nine,strategies [36] strategies,changing [36] changing,provider [36] provider,marketing [36] marketing,courage [36] courage,#hcmktg 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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