The graph represents a network of 722 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, 24 August 2019 at 12:06 UTC.
The requested start date was Thursday, 22 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 81-day, 19-hour, 12-minute period from Saturday, 01 June 2019 at 02:13 UTC to Wednesday, 21 August 2019 at 21:25 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 : 722
Unique Edges : 938
Edges With Duplicates : 1675
Total Edges : 2613
Number of Edge Types : 3
Tweet : 1089
Mentions : 1512
Replies to : 12
Self-Loops : 1089
Reciprocated Vertex Pair Ratio : 0.0829959514170041
Reciprocated Edge Ratio : 0.153271028037383
Connected Components : 57
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 634
Maximum Edges in a Connected Component : 2490
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.666566
Graph Density : 0.00205547081807739
Modularity : 0.342838
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[192] healthcare,marketing [185] marketing,ai [101] ai,#maicon19 [101] online,#socialvr [101] #socialvr,meetup [101] meetup,healthcare [100] #maicon19,conference [99] 1pm,et [93] conference,#cleveland [87] #hcmktg,#hcsm Top Word Pairs in Tweet in G1:
[17] #hcic19,#hcmktg [14] nov,4 [13] greymatters,#hcmktg [12] check,out [12] #countoncoffey,#hcmktg [11] sign,up [11] industry,news [10] here,#hcmktg [10] conference,#hcmktg [10] #hcmktg,#countoncoffey Top Word Pairs in Tweet in G2:
[24] healthcare,marketing [8] #healthcare,organization [8] marketing,strategy [8] healthcare,marketers [8] stop,booth [7] trajectoryllc,#hcmktg [6] marketing,strategies [6] health,care [6] franklintweets,#hcmktg [6] 31st,annual Top Word Pairs in Tweet in G3:
[22] webinar,tagwwnews [18] #pharma,#hcmktg [17] #hcmktg,#pharmamktg [17] join,webinar [16] tagwwnews,tuesday [15] find,out [14] behavioral,science [14] pharma,marketing [14] evolving,customer [14] customer,journey 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 [6] way,start [5] #hcldr,#hcmktg [5] #healthcaremarketing,jaredpiano [5] check,out Top Word Pairs in Tweet in G5:
[34] new,#touchpoint [29] tpmnetwork,new [27] #touchpoint,episode [24] episode,reedsmith [24] reedsmith,chrisboyer [15] chrisboyer,reedsmith [14] health,systems [13] digital,marketing [11] discuss,marketing [11] marketing,bias Top Word Pairs in Tweet in G6:
[24] healthcare,marketing [24] marketing,matters [22] #hcmktg,#hcsm [21] matters,daily [21] daily,out [21] out,#hcmktg [21] #hcsm,stories [13] #hcmktg,#healthcaremarketing [5] health,care [4] consumerism,9 Top Word Pairs in Tweet in G7:
[5] game,thrones [4] noon,cst [4] huzzah,#hcmktg [4] #hcmktg,leaders [4] leaders,friends [4] friends,craigkartchner [4] craigkartchner,donstanziano [4] donstanziano,pgmat [4] pgmat,chrisboyer [4] chrisboyer,company Top Word Pairs in Tweet in G8:
[3] health,system [3] hospital,execs [3] execs,reading [3] talk,vp [3] vp,enterprise [3] enterprise,transformation [2] #hcsm,#hcmktg [2] marketing,ai [2] best,digital [2] digital,transformation Top Word Pairs in Tweet in G9:
[17] gt,gt [16] plain,language [15] #healthcaremarketing,#hcmktg [15] language,read [15] read,s [15] s,dumbed [15] dumbed,down [15] down,sound [15] sound,stiff [15] stiff,unprofessional Top Word Pairs in Tweet in G10:
[77] #hcmktg,#quantihealth [77] #quantihealth,top [77] top,story [70] see,more [11] #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 G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: