The graph represents a network of 797 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, 26 June 2020 at 03:29 UTC.
The requested start date was Friday, 26 June 2020 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 85-day, 22-hour, 19-minute period from Wednesday, 01 April 2020 at 00:03 UTC to Thursday, 25 June 2020 at 22:23 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 : 797
Unique Edges : 911
Edges With Duplicates : 3208
Total Edges : 4119
Number of Edge Types : 5
Retweet : 770
MentionsInRetweet : 1288
Replies to : 21
Mentions : 905
Tweet : 1135
Self-Loops : 1138
Reciprocated Vertex Pair Ratio : 0.0894308943089431
Reciprocated Edge Ratio : 0.164179104477612
Connected Components : 36
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 736
Maximum Edges in a Connected Component : 4019
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.14973
Graph Density : 0.00232341128478024
Modularity : 0.285186
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 797 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, 26 June 2020 at 03:29 UTC.
The requested start date was Friday, 26 June 2020 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 85-day, 22-hour, 19-minute period from Wednesday, 01 April 2020 at 00:03 UTC to Thursday, 25 June 2020 at 22:23 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : hcmktg
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[326] #hcmktg,#quantihealth [325] #quantihealth,top [325] top,story [173] covid,19 [168] see,more [162] #hcmktg,#hcsm [96] healthcare,marketing [77] healthcare,marketers [63] #hcmktg,#healthcaremarketing [47] #hcmktg,#hcldr Top Word Pairs in Tweet in G1:
[56] covid,19 [39] #hcmktg,#healthcaremarketing [38] healthcare,marketers [33] learn,more [28] #hcmktg,#hcldr [21] 2020,#ehealthcareawards [19] social,media [19] medical,facilities [19] #ehealthcareawards,20 [19] 20,award Top Word Pairs in Tweet in G2:
[47] healthcare,marketing [45] marketing,matters [39] #hcmktg,#hcsm [36] matters,daily [36] daily,#hcmktg [36] #hcsm,stories [6] reedsmith,discuss [6] tpmnetwork,#tps5 [5] tpmnetwork,#touchpoint [4] chrisboyer,listen Top Word Pairs in Tweet in G3:
[38] covid,19 [33] daily,news [31] #hcmktg,#hcsm [29] news,find [23] #hcsm,#healthit [22] #healthit,#meded [22] #meded,#patient [21] #patient,#physicians [21] #physicians,#telemedicine [18] #bcsm,#hcmktg Top Word Pairs in Tweet in G4:
[325] #hcmktg,#quantihealth [324] #quantihealth,top [324] top,story [168] see,more [37] covid,19 [28] quantihealth_,#hcmktg [25] ',see [16] bdm,see [15] story,coronavirus [12] story,covid Top Word Pairs in Tweet in G5:
[39] #touchpoint,podcast [31] tpmnetwork,#touchpoint [26] chrisboyer,reedsmith [22] #hcldr,#hcmktg [22] podcast,chrisboyer [19] reedsmith,chrisboyer [19] reedsmith,discuss [18] #hcmktg,#mcsmn [17] future,healthcare [17] #thenewnormal,chrisboyer Top Word Pairs in Tweet in G6:
[22] #hitmc,#hcmktg [15] gotta,one [15] one,cleanest [15] cleanest,diagrams [15] diagrams,healthcare [15] healthcare,ecosystem [15] ecosystem,seen [15] seen,lately [15] lately,gil_bashe [15] gil_bashe,#hitmc Top Word Pairs in Tweet in G7:
[6] insight,cco [6] cco,humana [6] humana,hcmktg [6] hcmktg,kern_health [4] cmo_india,johnlenzen [4] cmo,study [4] study,upside [4] upside,being [4] being,shut [4] shut,down Top Word Pairs in Tweet in G8:
[55] #hcmktg,#hcsm [44] nine,strategies [44] strategies,changing [44] changing,provider [44] provider,marketing [44] marketing,courage [44] courage,#hcmktg [44] #hcsm,#strategy [31] hiring,practices [31] practices,partially Top Word Pairs in Tweet in G9:
[8] covid,19 [5] #hcmktg,peeps [5] elective,procedures [5] #patientexperience,#hcmktg [4] restart,elective [4] gt,hospitals [4] mass,general [4] general,brigham [3] mayo,clinic [3] pent,demand Top Word Pairs in Tweet in G10:
[11] #hcmktg,#healthcaremarketing [5] consumer,concerns [5] concerns,receiving [5] receiving,care [5] care,during [5] during,pandemic [4] pandemic,recovery [4] business,development [4] marketing,#hcmktg [4] pandemic,help Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
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:
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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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: