The graph represents a network of 656 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 Wednesday, 14 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, 19-hour, 59-minute period from Saturday, 01 June 2019 at 02:13 UTC to Tuesday, 13 August 2019 at 22:13 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 : 656
Unique Edges : 846
Edges With Duplicates : 1513
Total Edges : 2359
Number of Edge Types : 3
Mentions : 1358
Replies to : 11
Tweet : 990
Self-Loops : 990
Reciprocated Vertex Pair Ratio : 0.0800450958286359
Reciprocated Edge Ratio : 0.148225469728601
Connected Components : 55
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 527
Maximum Edges in a Connected Component : 2176
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.714191
Graph Density : 0.00222956618879166
Modularity : 0.345812
NodeXL Version : 1.0.1.418
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 Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: