The graph represents a network of 1,042 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 Thursday, 14 March 2019 at 16:14 UTC.
The requested start date was Thursday, 14 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 71-day, 22-hour, 43-minute period from Tuesday, 01 January 2019 at 00:23 UTC to Wednesday, 13 March 2019 at 23:06 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 : 1042
Unique Edges : 1522
Edges With Duplicates : 2207
Total Edges : 3729
Number of Edge Types : 3
Mentions : 2334
Tweet : 1362
Replies to : 33
Self-Loops : 1362
Reciprocated Vertex Pair Ratio : 0.0852811118130133
Reciprocated Edge Ratio : 0.157159487776484
Connected Components : 73
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 893
Maximum Edges in a Connected Component : 3513
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.322778
Graph Density : 0.00158381594546806
Modularity : 0.373708
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[148] healthcare,marketing [136] top,story [109] hcmktg,quantihealth [109] quantihealth,top [94] hcmktg,hcsm [78] social,media [72] hcmktg,healthcaremarketing [65] see,more [63] hcmktg,morethanglitter [60] hcsm,hcmktg Top Word Pairs in Tweet in G1:
[64] healthcare,marketing [44] core,exchange [44] hcmktg,healthcaremarketing [27] hitsm,hitmc [24] health,system [23] 2019,hitmc [22] first,step [22] hitmc,hcmktg [20] emerging,leaders [18] hcmktg,digitalhealth Top Word Pairs in Tweet in G2:
[26] pharma,hcmktg [24] mm,m [17] hcmktg,pharma [15] wpphealth,thinkwell [15] thinkwell,returns [15] returns,sharp [15] sharp,provocative [15] provocative,insights [15] insights,concept [15] ideas,edge Top Word Pairs in Tweet in G3:
[49] hcmktg,hcsm [38] nine,strategies [38] strategies,changing [38] changing,provider [38] provider,marketing [38] marketing,courage [38] courage,hcmktg [38] hcsm,strategy [36] hcsm,hcmktg [31] digitalhealth,hcmktg Top Word Pairs in Tweet in G4:
[19] more,info [18] hcmktg,analytics [15] digital,marketing [15] want,add [15] add,voice [15] voice,hcmktg [13] healthcare,marketing [13] healthcaremarketing,hcmktg [12] hcic19,call [12] call,speakers Top Word Pairs in Tweet in G5:
[135] top,story [108] hcmktg,quantihealth [108] quantihealth,top [65] see,more [27] hcmktg,eurohealthnet [27] eurohealthnet,top [27] quantihealth_,hcmktg [12] countoncoffey,hcmktg [10] hcmktg,countoncoffey [8] santé,quoi Top Word Pairs in Tweet in G6:
[34] healthcare,marketing [34] marketing,matters [23] daily,out [23] out,hcmktg [23] hcmktg,hcsm [22] matters,daily [22] hcsm,stories [13] hcmktg,healthcaremarketing [9] health,system [6] 5,key Top Word Pairs in Tweet in G7:
[62] hcmktg,morethanglitter [18] morethanglitter,martech [11] hcmktg,designthinking [10] morethanglitter,hcmktg [10] martech,hcmktg [10] hcmktg,martech [7] changes,healthcare [7] healthcare,mktg [7] insight,f [7] f,cco Top Word Pairs in Tweet in G8:
[21] new,touchpoint [17] tpmnetwork,new [14] touchpoint,episode [12] reedsmith,chrisboyer [7] touchpoint,podcast [7] hcmktg,mcsmn [6] impact,digital [5] new,touchpointpodcast [5] touchpointpodcast,impact [5] digital,natives Top Word Pairs in Tweet in G9:
[18] social,media [17] pharmamktg,hcmktg [13] emagineusa's,blog [12] check,out [11] hcmktg,pharmamktg [8] voice,search [8] pharmaceutical,company [7] house,experts [7] experts,highlight [7] highlight,top Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: