The graph represents a network of 376 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, 03 June 2022 at 03:06 UTC.
The requested start date was Friday, 03 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 121-day, 14-hour, 39-minute period from Tuesday, 01 February 2022 at 05:13 UTC to Thursday, 02 June 2022 at 19:52 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 : 376
Unique Edges : 314
Edges With Duplicates : 2361
Total Edges : 2675
Number of Edge Types : 5
Retweet : 342
MentionsInRetweet : 456
Tweet : 1519
Mentions : 350
Replies to : 8
Self-Loops : 1519
Reciprocated Vertex Pair Ratio : 0.078
Reciprocated Edge Ratio : 0.144712430426716
Connected Components : 34
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 247
Maximum Edges in a Connected Component : 2281
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.733463
Graph Density : 0.00382269503546099
Modularity : 0.171869
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 376 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, 03 June 2022 at 03:06 UTC.
The requested start date was Friday, 03 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 121-day, 14-hour, 39-minute period from Tuesday, 01 February 2022 at 05:13 UTC to Thursday, 02 June 2022 at 19:52 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".
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 URLs in Tweet in Entire Graph:
[140] https://tweetedtimes.com/QuantiHealth_ [71] https://healthcaremarketingmatters.blogspot.com/2021/09/employee-recruitment-marketing-is.html?utm_source=socialmedai,+blog,+twitter,+facebok,+linkedin,+tumblr,+pinterest&utm_medium=blog&utm_campaign=healthcare+business+marketing+insights [71] https://healthcaremarketingmatters.blogspot.com/2021/12/lessons-from-field-what-is-hospital.html?utm_source=socialmedia,+blog,+twitter,+facebok,+linkedin,+tumblr,+pinterest&utm_medium=Blog&utm_campaign=healthcare+business+marketing+insights [58] https://healthcaremarketingmatters.blogspot.com/2021/06/influencing-hospital-choice-at-key.html [51] https://healthcaremarketingmatters.blogspot.com/2021/04/lessons-from-field-how-do-you-use-power.html [46] https://healthcaremarketingmatters.blogspot.com/2021/03/lessons-from-field-leadership.html [46] https://healthcaremarketingmatters.blogspot.com/2021/04/lesson-from-field-five-ways-artificial.html [45] https://healthcaremarketingmatters.blogspot.com/2021/03/lessons-from-field-10-deadly-sins_8.html [44] https://healthcaremarketingmatters.blogspot.com/2021/03/lessons-from-field-10-deadly-sins.html [43] http://dlvr.it/P4Zdxj?utm_source=dlvr.it&utm_medium=twitter Top URLs in Tweet in G1:
[71] https://healthcaremarketingmatters.blogspot.com/2021/12/lessons-from-field-what-is-hospital.html?utm_source=socialmedia,+blog,+twitter,+facebok,+linkedin,+tumblr,+pinterest&utm_medium=Blog&utm_campaign=healthcare+business+marketing+insights [71] https://healthcaremarketingmatters.blogspot.com/2021/09/employee-recruitment-marketing-is.html?utm_source=socialmedai,+blog,+twitter,+facebok,+linkedin,+tumblr,+pinterest&utm_medium=blog&utm_campaign=healthcare+business+marketing+insights [58] https://healthcaremarketingmatters.blogspot.com/2021/06/influencing-hospital-choice-at-key.html [51] https://healthcaremarketingmatters.blogspot.com/2021/04/lessons-from-field-how-do-you-use-power.html [46] https://healthcaremarketingmatters.blogspot.com/2021/03/lessons-from-field-leadership.html [46] https://healthcaremarketingmatters.blogspot.com/2021/04/lesson-from-field-five-ways-artificial.html [45] https://healthcaremarketingmatters.blogspot.com/2021/03/lessons-from-field-10-deadly-sins_8.html [44] https://healthcaremarketingmatters.blogspot.com/2021/03/lessons-from-field-10-deadly-sins.html [43] https://healthcaremarketingmatters.blogspot.com/2021/03/patient-engagement-emails-10-effective.html [38] https://healthcaremarketingmatters.blogspot.com/2021/07/lessons-from-field-mid-year-eval-of.html Top URLs in Tweet in G2:
[140] https://tweetedtimes.com/QuantiHealth_ [3] https://managersante.com/ [3] https://www.linkedin.com/signup/cold-join [2] https://www.newyorker.com/magazine/2022/01/31/is-ginni-thomas-a-threat-to-the-supreme-court [2] https://pharmageek.fr/bristol-myers-squibb-ledhec-sassocient-creer-chaire-manager-linnovation-sante-2/ [1] https://club-digital-sante.info/festival-communication-sante-2021-2022-a-vos-votes-pour-le-prix-start-up/ [1] https://festivalcommunicationsante.fr/ [1] https://festivalcommunicationsante.fr/a-ta-sante-francophonie-etudiantes-de-mba-marketing-et-communication-sante-iae-paris-sorbonne-almedys-life/ [1] https://www.rmcbfmplay.com/ [1] https://twitter.com/i/web/status/1508042262118387715 Top URLs in Tweet in G3:
[14] https://custommedia.mcmahonmed.com/ [7] https://custommedia.mcmahonmed.com/Marketing.aspx [6] https://indd.adobe.com/view/cf359973-f77f-437b-925c-0112001afbe6 [5] https://strategichcmarketing.com/webinar-ten-adams-executive-visioning/ [5] https://ehealthcarestrategy.com/webinar-doctor-podcasting-made-easy/ [2] https://custommedia.mcmahonmed.com/Clients.aspx [2] https://strategichcmarketing.com/six-impact-trends-for-2022-health-cares-transformation-journey-continues/ [1] https://twitter.com/i/web/status/1526275656308465664 [1] https://ehealthcarestrategy.com/helping-consumers-find-care-everywhere/ [1] https://twitter.com/i/web/status/1526472896201297922 Top URLs in Tweet in G4:
[2] https://www.healthcarenowradio.com/newly-released-podcasts-5-18-2022/ [1] https://us02web.zoom.us/webinar/register/9316473696906/WN_NDBK_tQ4QjSn3pY1gldTqQ?utm_campaign=Webinars&utm_content=201186903&utm_medium=social&utm_source=twitter&hss_channel=tw-487805561 [1] https://twitter.com/dandunlop/status/1488599114753486848 [1] https://twitter.com/dandunlop/status/1491121153347395591 [1] https://twitter.com/DirectTrustorg/status/1509531535279460357 [1] https://twitter.com/alanshoebridge/status/1513567185687355395 [1] https://twitter.com/actiumhealth/status/1516810241366626308 [1] https://twitter.com/actiumhealth/status/1496880753317085184 [1] https://shows.acast.com/healthcare-rap/episodes/186-is-design-thinking-the-secret-sauce [1] https://twitter.com/healthcarerap/status/1455580026787676161 Top URLs in Tweet in G5:
[4] https://www.linkedin.com/posts/shoebridge_healthcare-hmps22-hcmktg-activity-6932110623551987712-Akpp?utm_source=linkedin_share&utm_medium=member_desktop_web [2] https://www.alanshoebridge.com/post/improving-healthcare-can-separate-paths-lead-us-all-to-the-same-destination [2] https://www.alanshoebridge.com/post/the-complex-nature-of-competition-in-healthcare [2] https://www.linkedin.com/posts/shoebridge_healthcare-hmps22-hcmktg-activity-6932472771163676672-VjWV?utm_source=linkedin_share&utm_medium=member_desktop_web [2] https://twitter.com/core_creative/status/1522220812551532545 [1] https://www.shsmd.org/education/onlinecourses/health-care-social-media-2022-trends-strategies?&utm_source=twitter&utm_medium=social-organic&utm_campaign=education2022&utm_content=05-31-22 [1] https://www.linkedin.com/posts/shoebridge_healthcare-hcmktg-healthcaremarketing-activity-6915686890557886464-1WqA?utm_source=linkedin_share&utm_medium=member_desktop_web [1] https://www.alanshoebridge.com/post/healthcare-hype-or-real-healthcare-disruption-how-can-we-tell-the-difference [1] https://www.linkedin.com/posts/shoebridge_kff-covid-19-vaccine-monitor-activity-6898656596063334400-Ji0n [1] https://www.linkedin.com/posts/shoebridge_what-big-tech-should-actually-do-in-healthcare-activity-6899739756054351872-wgqV Top URLs in Tweet in G6:
[43] http://dlvr.it/P4Zdxj?utm_source=dlvr.it&utm_medium=twitter [42] http://healthcaremarketingmatters.blogspot.com/2017/02/nine-strategies-for-changing-provider.html [35] http://www.fiercehealthcare.com/healthcare/report-hospitals-nationwide-face-unprecedented-turnover [28] https://www.marketingprofs.com/charts/2017/32019/the-state-of-healthcare-content-marketing-in-2017 [18] https://medicalprovidershomeloans.com/ [10] http://housingnewsletters.com/thomaspayne/6234e73d36cb280cc88d90b5 [2] https://twitter.com/NuanceInc/status/1532076014402142209 [1] https://golin.com/2022/04/05/humans-first-at-sxsw-2022/ [1] https://golin.com/2022/04/22/repurposing-how-to-get-the-most-out-of-your-content/ [1] https://www.linkedin.com/feed/update/urn:li:share:6928332187666718720 Top URLs in Tweet in G7:
[2] https://www.blog.storyvine.com/post/pharma-sales-in-a-post-covid-world [1] https://www.theverge.com/2022/2/18/22937318/twitter-google-ad-blocked-racism-health-journal [1] https://hihof.com/2022/02/are-you-building-a-digital-team-for-tomorrow-and-beyond/ [1] https://www.shsmd.org/education/webcast/2022-trends-positive-relationships-create-new-fabric-of-life?&utm_source=eblast&utm_medium=email&utm_campaign=education2022&utm_content=sponsored-webinar&mkt_tok=NzEwLVpMTC02NTEAAAGCl2cBrG21N2MWiCLf12ReAOJgjgZdSOZ9yPh_pFBvwX8uG9rmyXKihV6WyghNjgDDxd0uI59mfEqpQD9Fw6HBpmVqyFKlFHy26bWqF0uh9mM [1] https://go.patientpoint.com/l/127251/2022-03-04/4h2pd5 [1] https://www.scientificamerican.com/article/people-are-getting-covid-shots-despite-hesitation/ [1] https://twitter.com/i/web/status/1506390299660193794 [1] https://www.verawholehealth.com/blog/what-the-new-castlight-vera-solution-means-for-you-and-your-members?utm_content=202867289&utm_medium=social&utm_source=twitter&hss_channel=tw-21499273 [1] https://content.verawholehealth.com/7-lies-weve-told-ourselves-that-prevent-us-from-fixing-healthcare?_ga=2.177399333.1685923407.1647299053-1607089339.1645108096&utm_campaign=Awareness%20-%20whitepaper%20-%207%20LIES%20We%E2%80%99ve%20Told%20Ourselves%20That%20Prevent%20Us%20From%20Fixing%20Healthcare&utm_content=201335923&utm_medium=social&utm_source=twitter&hss_channel=tw-21499273 [1] https://www.greystone.net/resources/greymatters/blog/greymatters/2022/03/17/ott-ad-spend-continues-to-grow Top URLs in Tweet in G8:
[8] https://www.reasononeinc.com/project-framing?utm_campaign=RO-Landing-Pages&utm_medium=social&utm_source=twitter&utm_content=Landing-Page---Project-Framing [4] https://www.reasononeinc.com/blog/strategic-digital-roadmap-healthcare?utm_campaign=RO-Blog-Content&utm_medium=social&utm_source=twitter&utm_content=Blog---Digital-roadmap-healthcare [3] https://attendee.gotowebinar.com/register/3151341484445416720?source=ROAPR2022TW&utm_campaign=Greystone-Webinar---Digital-Roadmapping&utm_medium=social&utm_source=twitter&utm_content=Greystone-Webinar---Digital-Roadmapping [2] https://www.reasononeinc.com/web-health-check-conf?utm_campaign=MASHSMD-2022&utm_medium=social&utm_source=twitter&utm_content=Website-Health-Check-LP [2] https://www.reasononeinc.com/work/prisma-health-intranet?utm_campaign=RO-Case-Studies&utm_medium=social&utm_source=twitter&utm_content=Case-Study---Prisma-Intranet [1] https://www.reasononeinc.com/blog/strategic-digital-roadmap-healthcare?utm_campaign=RO-Blog-Content&utm_medium=social&utm_source=linkedin&utm_content=Blog---Digital-roadmap-healthcare [1] https://www.reasononeinc.com/blog/content-as-a-service-for-healthcare-systems?utm_campaign=RO-Blog-Content&utm_medium=social&utm_source=twitter&utm_content=Blog---Content-as-a-Service-for-healthcare [1] https://www.reasononeinc.com/blog/intranet-secrets-getting-buy-in?utm_campaign=RO-Blog-Content&utm_medium=social&utm_source=twitter&utm_content=Blog---Intranets-Part-1 [1] https://www.reasononeinc.com/blog/improving-intranet-ux?utm_campaign=RO-Blog-Content&utm_medium=social&utm_source=twitter&utm_content=Blog---Intranets-Part-2 [1] https://www.reasononeinc.com/blog/intranet-platforms-DXP-vs-sharepoint?utm_campaign=RO-Blog-Content&utm_medium=social&utm_source=twitter&utm_content=Blog---Intranets-Part-3 Top URLs in Tweet in G9:
[1] https://www.mmm-online.com/home/channel/features/medical-marketers-prepare-for-new-normal-after-covid/ [1] https://www.mmm-online.com/home/channel/pinnacle-awards-class-of-2022-announced/ [1] https://www.mmm-online.com/home/channel/features/doing-digital-differently-innovation-nfts-and-more/ Top URLs in Tweet in G10:
[1] http://ow.ly/bpmt30bNDDC%C2%A0 [1] https://www.forbes.com/sites/kimberlywhitler/2017/05/16/the-changes-impacting-healthcare-marketers/?ss=cmo-network#34e28dfb4e53 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[433] lessons,field [350] #hcmktg,#hcsm [302] #hcsm,#hcmktg [181] #hcsm,#blog [176] #hcmktg,#quantihealth [176] #quantihealth,top [176] top,story [175] #blog,#blogger [169] healthcare,vendor [154] midsized,healthcare Top Word Pairs in Tweet in G1:
[427] lessons,field [293] #hcsm,#hcmktg [270] #hcmktg,#hcsm [181] #hcsm,#blog [175] #blog,#blogger [168] healthcare,vendor [154] midsized,healthcare [154] #business,#growth [145] #growth,#healthcare [135] #healthcare,#vendors Top Word Pairs in Tweet in G2:
[176] #hcmktg,#quantihealth [176] #quantihealth,top [176] top,story [140] see,more [16] festival,communication [15] communication,santé [15] santé,see [15] quantihealth_,#hcmktg [11] ',see [8] story,noeldominique Top Word Pairs in Tweet in G3:
[31] #hcmktg,#healthcaremarketing [15] #hcmktg,#hospitalmarketing [13] #medicalmarketing,#hcmktg [11] #healthcaremarketing,#medicalmarketing [11] #hcmktg,#graphicdesign [10] mcmahon,custom [9] custom,healthcare [9] healthcare,communications [8] graphics,team [8] team,full Top Word Pairs in Tweet in G4:
[8] provocative,thinking [8] #hcldr,#hcmktg [8] #hcmktg,#hcldr [6] thought,leadership [6] #hcmktg,#consumerhealth [6] effective,#marketing [6] #marketing,tactics [6] tactics,ignored [6] ignored,trackable [6] trackable,tactics Top Word Pairs in Tweet in G5:
[25] #hcmktg,#hcldr [10] #touchpoint,reedsmith [10] reedsmith,chrisboyer [7] tpmnetwork,#touchpoint [6] recap,#hmps22 [6] dbrowell,rob [6] rob,klein [5] chrisboyer,recap [5] #hmps22,share [5] share,top Top Word Pairs in Tweet in G6:
[76] #hcmktg,#hcsm [61] without,right [61] right,tech [61] tech,delivering [61] delivering,content [61] content,matter [61] matter,#digitalhealth [61] #digitalhealth,#hcmktg [61] #hcmktg,#hitmc [61] #hitmc,#hitsm Top Word Pairs in Tweet in G7:
[6] #pharma,#pharmamktg [4] #pharmamktg,#pharmasales [4] #pharmasales,#hcmktg [3] #healthcare,#health [3] #salesenablement,#hcps [3] #hcps,#pharma [3] pharma,companies [3] #healthcare,#pharma [2] #healthcare,#hcmktg [2] #hcmktg,#hcsm Top Word Pairs in Tweet in G8:
[9] project,framing [8] find,works [7] digital,roadmap [7] back,track [6] covid,curbed [6] curbed,digital [6] roadmap,now's [6] now's,time [6] time,back [6] track,read Top Word Pairs in Tweet in G9:
[2] #pharmamktg,#hcmktg [2] #hcmktg,#adagency [2] many,thanks [2] thanks,mmmnews [2] mmmnews,2022 [2] 2022,pinnacle [2] pinnacle,award [2] award,distinction [2] distinction,colleagues [2] colleagues,elevatehcm Top Word Pairs in Tweet in G10:
[2] insight,cco [2] cco,humana [2] humana,hcmktg [2] hcmktg,kern_health Top Replied-To in Entire Graph:
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