The graph represents a network of 1,112 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, 22 March 2019 at 11:35 UTC.
The requested start date was Thursday, 21 March 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 78-day, 23-hour, 29-minute period from Tuesday, 01 January 2019 at 00:23 UTC to Wednesday, 20 March 2019 at 23:52 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 : 1112
Unique Edges : 1636
Edges With Duplicates : 2447
Total Edges : 4083
Number of Edge Types : 3
Mentions : 2514
Tweet : 1531
Replies to : 38
Self-Loops : 1531
Reciprocated Vertex Pair Ratio : 0.0909090909090909
Reciprocated Edge Ratio : 0.166666666666667
Connected Components : 83
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 950
Maximum Edges in a Connected Component : 3838
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.420933
Graph Density : 0.00148611983500508
Modularity : 0.368596
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[163] healthcare,marketing [157] top,story [130] hcmktg,quantihealth [130] quantihealth,top [111] hcmktg,hcsm [89] social,media [79] hcmktg,healthcaremarketing [78] see,more [72] hcmktg,morethanglitter [63] hcsm,hcmktg Top Word Pairs in Tweet in G1:
[26] hitsm,hitmc [25] healthcare,marketing [24] hitmc,hcmktg [24] 2019,hitmc [22] emerging,leaders [19] hitmc,hitsm [19] social,media [18] master,j [17] leaders,program [17] hcmktg,digitalhealth Top Word Pairs in Tweet in G2:
[50] hcmktg,healthcaremarketing [44] core,exchange [44] healthcare,marketing [27] health,system [19] hcmktg,healthcare [16] healthcare,healthcaremarketing [16] latest,podcast [16] countoncoffey,hcmktg [15] media,relations [15] patient,stories Top Word Pairs in Tweet in G3:
[56] hcmktg,hcsm [41] nine,strategies [41] strategies,changing [41] changing,provider [41] provider,marketing [41] marketing,courage [41] courage,hcmktg [41] hcsm,strategy [32] hcmktg,seo [32] health,care Top Word Pairs in Tweet in G4:
[29] pharma,hcmktg [26] mm,m [20] hcmktg,pharma [10] campaigns,represent [10] represent,hope [9] 6,diseaseawareness [9] diseaseawareness,campaigns [9] hope,according [9] according,cambridgebmg's [9] cambridgebmg's,alisa Top Word Pairs in Tweet in G5:
[21] more,info [18] hcmktg,analytics [15] digital,marketing [15] want,add [15] add,voice [15] voice,hcmktg [15] sign,up [14] healthcare,marketing [13] here,hcmktg [13] healthcaremarketing,hcmktg Top Word Pairs in Tweet in G6:
[44] healthcare,marketing [44] marketing,matters [28] hcmktg,hcsm [25] out,hcmktg [25] daily,out [24] matters,daily [24] hcsm,stories [13] hcmktg,healthcaremarketing [9] health,system [7] matters,patient Top Word Pairs in Tweet in G7:
[156] top,story [129] hcmktg,quantihealth [129] quantihealth,top [77] see,more [27] hcmktg,eurohealthnet [27] eurohealthnet,top [27] quantihealth_,hcmktg [8] santé,quoi [8] story,ffrepilepsie [8] c'est,officiel Top Word Pairs in Tweet in G8:
[7] mckinsey,design [7] design,driven [7] driven,firms [7] firms,see [7] see,increased [7] increased,revenues [7] revenues,shareholder [7] shareholder,returns [7] multichannel,marketing [7] hcmktg,pharmamktg Top Word Pairs in Tweet in G9:
[71] hcmktg,morethanglitter [19] morethanglitter,martech [11] hcmktg,designthinking [10] morethanglitter,hcmktg [10] martech,hcmktg [10] hcmktg,martech [7] ux,cx [6] healthcare,industry [6] martech,designthinking [5] healthcare,hcmktg Top Word Pairs in Tweet in G10:
[18] pharmamktg,hcmktg [18] social,media [16] hcmktg,pharmamktg [14] emagineusa's,blog [12] check,out [8] voice,search [8] pharmaceutical,company [7] house,experts [7] experts,highlight [7] highlight,top Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: