The graph represents a network of 720 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, 13 September 2019 at 13:35 UTC.
The requested start date was Thursday, 12 September 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 72-day, 23-hour, 0-minute period from Monday, 01 July 2019 at 00:13 UTC to Wednesday, 11 September 2019 at 23:13 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 : 720
Unique Edges : 874
Edges With Duplicates : 1531
Total Edges : 2405
Number of Edge Types : 3
Mentions : 1379
Tweet : 1008
Replies to : 18
Self-Loops : 1008
Reciprocated Vertex Pair Ratio : 0.0802139037433155
Reciprocated Edge Ratio : 0.148514851485149
Connected Components : 57
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 615
Maximum Edges in a Connected Component : 2172
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.090095
Graph Density : 0.00195101220831402
Modularity : 0.357199
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[185] healthcare,marketing [147] marketing,ai [86] #hcmktg,#hcsm [82] 1pm,et [82] ai,#maicon19 [82] #maicon19,conference [82] online,#socialvr [82] #socialvr,meetup [82] meetup,healthcare [79] conference,#cleveland Top Word Pairs in Tweet in G1:
[41] #hcic19,#hcmktg [24] nov,5 [13] nov,4 [12] 10,15am [12] #countoncoffey,#hcmktg [11] learn,more [11] #backstagepass,webinar [10] nov,6 [9] check,out [9] next,#backstagepass Top Word Pairs in Tweet in G2:
[13] #hcmktg,#healthcaremarketing [8] isn,t [8] power,email [8] email,social [8] social,media [8] media,went [8] went,away [8] away,tomorrow [8] tomorrow,ll [8] ll,still Top Word Pairs in Tweet in G3:
[20] healthcare,marketing [6] marketing,strategy [5] healthcare,marketers [5] marketing,daily [5] #healthcare,brand [5] #hcmktg,agency [4] check,out [4] medical,practice [4] #healthcare,#hcmktg [3] marketing,trends Top Word Pairs in Tweet in G4:
[43] healthcare,marketing [43] marketing,matters [38] #hcmktg,#hcsm [36] matters,daily [36] daily,out [36] out,#hcmktg [36] #hcsm,stories [4] matters,patient [4] patient,customer [4] customer,centricity Top Word Pairs in Tweet in G5:
[20] reedsmith,chrisboyer [19] booth,322 [19] #touchpoint,episode [17] new,#touchpoint [15] tpmnetwork,new [12] episode,reedsmith [11] health,systems [8] new,podcast [8] best,practices [8] stop,booth Top Word Pairs in Tweet in G6:
[13] webinar,tagwwnews [11] #hcmktg,#pharmamktg [10] pharma,marketing [10] evolving,customer [10] customer,journey [9] pharma,marketers [9] join,webinar [8] #pharmamktg,#hcmktg [8] find,out [8] marketing,stay Top Word Pairs in Tweet in G7:
[4] healthcare,marketing [3] hospital,execs [3] execs,reading [3] talk,vp [3] vp,enterprise [3] enterprise,transformation [3] shsmd,connections [3] connections,2019 [3] 2019,conference [3] conference,sept Top Word Pairs in Tweet in G8:
[12] #hcmktg,#healthcaremarketing [8] #klickwire,w [5] health,care [4] consumerism,9 [4] w,8 [4] w,7 [3] health,consumerism [3] 9,trends [3] trends,watch [3] watch,#hcmktg Top Word Pairs in Tweet in G9:
[11] top,100 [11] best,behavior [11] behavior,award [11] 25,years [9] mm,m [9] article,#hcmktg [8] behavioral,science [8] #hcmktg,#behavioralscience [8] patient,provider [6] healthcare,marketing Top Word Pairs in Tweet in G10:
[28] #hcmktg,#hcsm [28] without,right [28] right,tech [28] tech,delivering [28] delivering,content [28] content,matter [28] matter,#digitalhealth [28] #digitalhealth,#hcmktg [28] #hcmktg,#hitmc [28] #hitmc,#hitsm Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: