The graph represents a network of 658 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 Saturday, 17 August 2019 at 10:09 UTC.
The requested start date was Wednesday, 14 August 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 73-day, 20-hour, 2-minute period from Saturday, 01 June 2019 at 02:13 UTC to Tuesday, 13 August 2019 at 22:15 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 : 658
Unique Edges : 849
Edges With Duplicates : 1514
Total Edges : 2363
Number of Edge Types : 3
Mentions : 1361
Replies to : 11
Tweet : 991
Self-Loops : 991
Reciprocated Vertex Pair Ratio : 0.0797752808988764
Reciprocated Edge Ratio : 0.147762747138398
Connected Components : 55
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 529
Maximum Edges in a Connected Component : 2180
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.710682
Graph Density : 0.002222962438643
Modularity : 0.346021
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[186] healthcare,marketing [185] marketing,ai [101] ai,#maicon19 [101] online,#socialvr [101] #socialvr,meetup [101] meetup,healthcare [100] #maicon19,conference [96] 1pm,et [93] conference,#cleveland [81] #hcmktg,#hcsm Top Word Pairs in Tweet in G1:
[22] healthcare,marketing [8] #healthcare,organization [8] marketing,strategy [8] healthcare,marketers [8] stop,booth [7] trajectoryllc,#hcmktg [6] franklintweets,#hcmktg [6] marketing,strategies [6] health,care [6] 31st,annual Top Word Pairs in Tweet in G2:
[14] nov,4 [12] greymatters,#hcmktg [10] #hcic19,#hcmktg [10] here,#hcmktg [10] check,out [10] sign,up [10] industry,news [9] conference,#hcmktg [9] read,industry [9] #countoncoffey,#hcmktg Top Word Pairs in Tweet in G3:
[22] webinar,tagwwnews [17] join,webinar [16] #hcmktg,#pharmamktg [16] tagwwnews,tuesday [15] find,out [14] pharma,marketing [14] evolving,customer [14] customer,journey [14] behavioral,science [13] #pharmamktg,#hcmktg Top Word Pairs in Tweet in G4:
[17] #hcmktg,#healthcaremarketing [8] paradigm,shift [8] shift,healthcare [6] new,podcast [6] michaelwroberts,scott [6] scott,zeitzer [5] #hcldr,#hcmktg [5] #healthcaremarketing,jaredpiano [5] check,out [5] patient,experience Top Word Pairs in Tweet in G5:
[27] new,#touchpoint [24] tpmnetwork,new [23] #touchpoint,episode [20] episode,reedsmith [18] reedsmith,chrisboyer [14] chrisboyer,reedsmith [12] health,systems [11] discuss,marketing [11] marketing,bias [10] chrisboyer,discuss Top Word Pairs in Tweet in G6:
[5] huzzah,#hcmktg [5] #hcmktg,leaders [5] leaders,friends [5] friends,craigkartchner [5] craigkartchner,donstanziano [5] donstanziano,pgmat [5] pgmat,chrisboyer [5] chrisboyer,company [5] company,nice [5] nice,work Top Word Pairs in Tweet in G7:
[21] healthcare,marketing [21] marketing,matters [19] #hcmktg,#hcsm [18] matters,daily [18] daily,out [18] out,#hcmktg [18] #hcsm,stories [13] #hcmktg,#healthcaremarketing [5] health,care [4] consumerism,9 Top Word Pairs in Tweet in G8:
[3] #hcmktg,team [3] hospital,execs [3] execs,reading [3] talk,vp [3] vp,enterprise [3] enterprise,transformation [2] #hcsm,#hcmktg [2] health,system [2] marketing,ai [2] #healthcare,marketers Top Word Pairs in Tweet in G9:
[17] gt,gt [15] #healthcaremarketing,#hcmktg [12] plain,language [11] language,read [11] read,s [11] s,dumbed [11] dumbed,down [11] down,sound [11] sound,stiff [11] stiff,unprofessional Top Word Pairs in Tweet in G10:
[77] #hcmktg,#quantihealth [77] #quantihealth,top [77] top,story [70] see,more [10] #klickwire,w [8] quantihealth_,#hcmktg [7] santé,see [6] pour,les [5] ',see [5] bdm,see Top Replied-To in Entire Graph:
Top Replied-To in G3:
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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: