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hcmktg_2019-05-30_04-39-18.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2019
Description:
Description
The graph represents a network of 991 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, 30 May 2019 at 11:40 UTC.

The requested start date was Thursday, 30 May 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 89-day, 16-hour, 54-minute period from Friday, 01 March 2019 at 00:34 UTC to Wednesday, 29 May 2019 at 17:29 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


Overall Graph Metrics
Vertices : 991
Unique Edges : 1519
Edges With Duplicates : 2553
Total Edges : 4072
Number of Edge Types : 3
Mentions : 2570
Replies to : 49
Tweet : 1453
Self-Loops : 1453
Reciprocated Vertex Pair Ratio : 0.0948379351740696
Reciprocated Edge Ratio : 0.173245614035088
Connected Components : 65
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 806
Maximum Edges in a Connected Component : 3537
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.024148
Graph Density : 0.0018591566522949
Modularity : 0.360792
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[138] http://tweetedtimes.com/QuantiHealth_
[53] http://healthcaremarketingmatters.blogspot.com/2017/02/nine-strategies-for-changing-provider.html
[25] https://www.marketingprofs.com/charts/2017/32019/the-state-of-healthcare-content-marketing-in-2017
[19] http://www.fiercehealthcare.com/healthcare/report-hospitals-nationwide-face-unprecedented-turnover
[17] http://dlvr.it/P4Zdxj?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.corecreative.com/ideas/service-line-messaging-health-system-brand-campaign/
[10] https://www.corecreative.com/ideas/core-exchange-patient-centered-digital-experiences/?utm_campaign=Social+Post&utm_medium=social&utm_source=linkedin&utm_content=1556561086
[10] https://www.corecreative.com/ideas/chatbot-learning-stop-worrying-and-love-bot/
[10] https://www.mmm-online.com/home/channel/features/the-best-of-dtc-more-than-just-tv/
[10] https://www.greystone.net/resources/whitepapers/loadpaper/?pid=2b228628-e5fe-678d-aec9-ff0000cad0b9

Top URLs in Tweet in G1:
[10] https://www.greystone.net/resources/whitepapers/loadpaper/?pid=2b228628-e5fe-678d-aec9-ff0000cad0b9
[8] https://www.hcic.net/why-exhibit-why-sponsor-/exhibitor-sponsor-registration
[7] https://greystone.net/greystone-engage
[5] http://greystone.net/vendor-partnership
[5] https://ehealthcarestrategy.com/is-healthcare-ready-for-ai-enabled-eq/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[4] https://attendee.gotowebinar.com/register/854422086958917889?source=GSTWITTER
[4] https://www.binaryfountain.com/resource/uncovering-nuances-health-care-data-analytics-improve-patient-experience/
[4] https://www.coffeycomm.com/blog/posts/choosing-the-right-healthcare-hashtags/
[3] https://martech.health/
[3] https://www.healthcarestrategy.com/membership/newsletters/download-the-latest-issue/?platform=hootsuite

Top URLs in Tweet in G2:
[10] https://www.mmm-online.com/home/channel/features/the-best-of-dtc-more-than-just-tv/
[9] https://www.mmm-online.com/home/channel/agencies/fingerpaints-ed-mitzen-on-predictions-for-2019-his-mentor-and-watching-bravo/
[8] https://www.mmm-online.com/home/opinion/is-pharma-missing-its-social-media-moment/
[6] https://www.mmm-online.com/home/channel/features/mmm-deloitte-healthcare-marketers-trend-report-2019-budgets-surged-26-but-good-times-could-soon-go-up-in-smoke/
[6] https://www.intouchsol.com/blog/sxsw-experts-say-healthcare-universe-realigning-around-consumer/
[4] https://www.mmm-online.com/home/channel/features/dont-call-it-a-comeback-why-tv-remains-an-effective-ad-medium-for-pharma/
[4] https://www.intouchsol.com/blog/youtube-streaming-tv-list-price-mandate/
[4] https://pharmaphorum.com/views-analysis-sales-marketing/getting-inspired-at-south-by-southwest/
[3] https://www.mmm-online.com/home/channel/people-moves/new-greater-than-one-creative-chief-ross-thomson-on-merging-creative-and-tech/
[3] https://www.mmm-online.com/slideshow/campaigns/6-campaigns-that-dish-up-remedies-for-indigestion/

Top URLs in Tweet in G3:
[8] https://twitter.com/healthcarerap/status/1118195792118812673
[6] https://neshco.org/emerging-leaders-1
[6] https://www.prlog.org/12758155-emerging-leaders-program-enters-second-year-of-enrollment.html
[5] https://twitter.com/healthcarerap/status/1118911611589124099
[4] https://twitter.com/healthcarerap/status/1123615781261008897
[4] https://twitter.com/healthcarerap/status/1120712529443823616
[3] https://ehealthcarestrategy.com/seo-and-digitization-trends-for-hospitals-and-health-systems/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[3] https://shows.pippa.io/healthcare-rap/episodes/56-operations-whos-responsible-for-tech-success
[3] https://neshco.org/emerging-leaders-1?utm_content=86339149&utm_medium=social&utm_source=twitter&hss_channel=tw-46739102
[3] https://thehealthcaremarketer.wordpress.com/2019/05/08/when-will-healthcare-marketers-become-health-marketers/

Top URLs in Tweet in G4:
[12] https://www.corecreative.com/ideas/service-line-messaging-health-system-brand-campaign/
[10] https://www.corecreative.com/ideas/chatbot-learning-stop-worrying-and-love-bot/
[10] https://www.corecreative.com/ideas/core-exchange-patient-centered-digital-experiences/?utm_campaign=Social+Post&utm_medium=social&utm_source=linkedin&utm_content=1556561086
[9] https://www.corecreative.com/ideas/which-healthcare-marketer-are-you/
[9] https://itunes.apple.com/us/podcast/core-exchange-a-healthcare-marketing-podcast/id1439360649?mt=2
[8] https://www.corecreative.com/ideas/marketing-automation-healthcare/?utm_campaign=Social+Post&utm_medium=social&utm_source=linkedin&utm_content=1555962295
[6] https://www.mmm-online.com/slideshow/campaigns/6-campaigns-that-advocate-for-the-power-of-iconic-creative-solutions/
[4] https://www.corecreative.com/ideas/core-exchange-powerful-patient-storytelling/
[4] https://www.corecreative.com/ideas/podcast-healthcare-storytelling-get-to-the-why/
[4] https://www.corecreative.com/ideas/core-exchange-recruiting-in-healthcare/?utm_campaign=Social+Post&utm_medium=social&utm_source=linkedin&utm_content=1554758594

Top URLs in Tweet in G5:
[4] https://strategichcmarketing.com/how-a-florida-health-systems-rebranding-campaign-hit-a-hole-in-one/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[3] https://strategichcmarketing.com/riverview-health-expands-with-freestanding-er-urgent-care-facilities/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[2] https://paper.li/mkrivich/1450719861?edition_id=12a90e10-6139-11e9-869e-0cc47a0d164b
[2] https://healthcaremarketingmatters.blogspot.com/2018/11/patient-customer-centricity-is-culture.html
[2] https://paper.li/mkrivich/1450719861?edition_id=fa0ce470-57ca-11e9-869e-0cc47a0d164b
[2] https://strategichcmarketing.com/you-are-here-wayfinding-app-improves-hospital-navigation/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[2] http://feeds.feedburner.com/~r/StrategicHealthCareMarketing/~3/A4q-7_OzuYo/health-care-marketing-kaiser-permanente-branding?utm_source=feedburner&utm_medium=twitter&utm_campaign=strategichc
[2] https://strategichcmarketing.com/how-two-patient-centric-organizations-prioritize-health-literacy/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[2] https://strategichcmarketing.com/cooking-up-success-how-permanente-medicines-ingredient-brand-flavors-the-kaiser-permanente-brand/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[1] https://getreferralmd.com/2018/06/the-true-cost-of-poorly-managed-physician-referrals/

Top URLs in Tweet in G6:
[138] http://tweetedtimes.com/QuantiHealth_
[6] https://sante.fr/
[5] https://sumall.com/performancetweet
[4] https://www.franceinter.fr/emissions/l-heure-bleue/l-heure-bleue-13-mai-2019
[2] https://paper.li/apw/1317977599?edition_id=8f98f7c0-7942-11e9-bff4-0cc47a0d164b
[2] https://pharmageek.fr/sur-la-route-de-madison-episode-2-accuray-des-ingenieurs-au-service-de-la-sante-jtcvaccuray/
[1] https://www.entreprises.gouv.fr/etudes-et-statistiques/publication-de-etude-intelligence-artificielle-etat-de-art-et-perspectives
[1] https://twitter.com/i/web/status/1101350915536285696
[1] https://twitter.com/i/web/status/1101659129834291200
[1] https://www.lemonde.fr/sante/article/2019/03/01/cri-d-alarme-de-l-unicef-face-a-la-recrudescence-de-la-rougeole-dans-le-monde_5429708_1651302.html

Top URLs in Tweet in G7:
[2] https://adage.com/article/cmo-strategy/mick-jaggers-heart-procedure-may-be-boon-valve-makers/2162816
[2] https://lnkd.in/eavCSu6
[2] https://www.modernhealthcare.com/mergers-acquisitions/beth-israel-deaconess-and-lahey-health-complete-merger
[2] https://www.targetmarketingmag.com/post/how-to-fix-surprise-billing-before-its-damaging-your-brand/#.XKd1R9O_tZg.twitter
[2] https://twitter.com/rajivleventhal/status/1102989868769181698
[1] https://twitter.com/johnlooney9597/status/1103294552071393286
[1] https://touchpointpodcast.podbean.com/e/tp106-your-website-isn%e2%80%99t-enough/
[1] https://undark.org/2019/03/28/digital-health-dilemma/
[1] https://twitter.com/i/web/status/1118342525008470022
[1] https://twitter.com/i/web/status/1120348824504020992

Top URLs in Tweet in G8:
[51] http://healthcaremarketingmatters.blogspot.com/2017/02/nine-strategies-for-changing-provider.html
[25] https://www.marketingprofs.com/charts/2017/32019/the-state-of-healthcare-content-marketing-in-2017
[19] http://www.fiercehealthcare.com/healthcare/report-hospitals-nationwide-face-unprecedented-turnover
[17] http://dlvr.it/P4Zdxj?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.mindstreamcreative.com/two-email-marketing-mistakes-you-must-avoid-to-succeed/
[2] https://www.healthcarecommunication.com/cleveland-clinic-shares-video-about-importance-of-empathy-4/
[2] https://www.mindstreamcreative.com/the-power-of-the-patient-story-in-medical-marketing/
[2] https://worldofdtcmarketing.com/pharma-content/#more-16019
[2] https://healthcarecommunication.com/PublicRelations/Articles/17917.aspx
[2] https://www.myatlantichealthsolutions.com/contact-us

Top URLs in Tweet in G9:
[3] https://weareheartbeat.com/
[2] http://www.locutushealth.com/healthcare-content-marketing/
[1] https://twitter.com/i/web/status/1101392600051912704
[1] https://paper.li/jacquelyngail/1311886387?edition_id=9216e180-3c64-11e9-b8af-0cc47a0d1605
[1] https://maps.locr.com/en/blog/blog-post/personalized-communication-in-healthcare-marketing.html
[1] https://twi.li/4mg2DV
[1] https://twitter.com/i/web/status/1105128834012233730
[1] https://twitter.com/i/web/status/1106223975238123520
[1] https://twitter.com/i/web/status/1106234815056175105
[1] https://www.haileysault.com/blog/strategy/marketers-how-to-get-patients-to-take-action/

Top URLs in Tweet in G10:
[9] https://hbr.org/2019/05/what-western-marketers-can-learn-from-china
[7] https://www.forbes.com/sites/kimberlywhitler/2019/04/06/new-study-from-forrester-the-value-of-building-an-analytics-culture/#132e96b15df0
[3] http://ow.ly/bpmt30bNDDC
[3] http://ow.ly/bpmt30bNDDC%C2%A0
[1] https://twitter.com/i/web/status/1115019042572705792
[1] https://twitter.com/i/web/status/1118224183136346112
[1] https://twitter.com/i/web/status/1114983753036615680
[1] https://twitter.com/i/web/status/1118271658219884545

Top Domains
Top Domains in Tweet in Entire Graph:
[634] twitter.com
[138] tweetedtimes.com
[91] mmm-online.com
[79] corecreative.com
[67] paper.li
[61] feedburner.com
[59] blogspot.com
[43] greystone.net
[39] ehealthcarestrategy.com
[33] intouchsol.com

Top Domains in Tweet in G1:
[99] twitter.com
[42] greystone.net
[34] ehealthcarestrategy.com
[30] feedburner.com
[21] coffeycomm.com
[16] martech.health
[14] hcic.net
[13] touchpoint.health
[11] healthcarestrategy.com
[9] loyalhealth.com

Top Domains in Tweet in G2:
[80] mmm-online.com
[44] twitter.com
[33] intouchsol.com
[14] pharmaphorum.com
[6] fiercepharma.com
[5] pm360online.com
[4] digitalhealthcoalition.org
[3] pharmavoice.com
[2] workcast.com
[2] splashthat.com

Top Domains in Tweet in G3:
[108] twitter.com
[15] neshco.org
[7] pippa.io
[6] prlog.org
[6] geonetric.com
[5] on24.com
[4] ehealthcarestrategy.com
[4] wordpress.com
[4] hitmc.com
[4] lnkd.in

Top Domains in Tweet in G4:
[79] corecreative.com
[59] twitter.com
[12] paper.li
[12] apple.com
[10] mmm-online.com
[8] healthcaresuccess.com
[6] trajectory4brands.com
[4] healthcarecommunication.com
[4] waxcom.com
[4] getreferralmd.com

Top Domains in Tweet in G5:
[48] twitter.com
[35] paper.li
[31] feedburner.com
[25] strategichcmarketing.com
[6] blogspot.com
[1] getreferralmd.com
[1] healthwriterhub.com
[1] ahamediagroup.com
[1] healthcareitnews.com
[1] franklinstreet.com

Top Domains in Tweet in G6:
[138] tweetedtimes.com
[94] twitter.com
[20] nytimes.com
[9] lemonde.fr
[7] sante.fr
[7] blogdumoderateur.com
[6] lesechos.fr
[5] sumall.com
[5] franceinter.fr
[3] buzz-esante.fr

Top Domains in Tweet in G7:
[30] twitter.com
[4] modernhealthcare.com
[3] healthcaredive.com
[2] adage.com
[2] lnkd.in
[2] businessinsider.com
[2] targetmarketingmag.com
[1] podbean.com
[1] undark.org
[1] thinkrevivehealth.com

Top Domains in Tweet in G8:
[51] blogspot.com
[51] twitter.com
[25] marketingprofs.com
[20] fiercehealthcare.com
[17] dlvr.it
[15] myatlantichealthsolutions.com
[12] ahamediagroup.com
[9] healthcarecommunication.com
[7] mindstreamcreative.com
[5] worldofdtcmarketing.com

Top Domains in Tweet in G9:
[22] twitter.com
[3] twi.li
[3] weareheartbeat.com
[2] paper.li
[2] locutushealth.com
[2] lnkd.in
[2] iqvia.com
[2] micromass.com
[2] buzzbinpadillaco.com
[1] locr.com

Top Domains in Tweet in G10:
[9] hbr.org
[7] forbes.com
[6] ow.ly
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2137] hcmktg
[281] quantihealth
[215] hcsm
[187] hitmc
[172] healthcare
[168] healthcaremarketing
[118] hitsm
[111] hmps19
[87] hcldr
[86] digitalhealth



Top Hashtags in Tweet in G1:
[352] hcmktg
[66] hmps19
[37] touchpoint
[36] hcsm
[30] healthcaremarketing
[28] mcsmn
[26] ai
[24] countoncoffey
[23] hcic19
[19] healthcare

Top Hashtags in Tweet in G2:
[191] hcmktg
[63] pharma
[41] pharmamktg
[29] dtc
[25] healthcare
[21] marketing
[16] hcsm
[14] marketers
[13] sxsw
[12] tv

Top Hashtags in Tweet in G3:
[183] hcmktg
[99] hitmc
[55] hcldr
[50] hitsm
[29] emergingleaders
[21] mcsmn
[21] neshco
[17] contentmarketing
[17] healthcare
[14] digitalhealth

Top Hashtags in Tweet in G4:
[249] hcmktg
[95] healthcaremarketing
[15] hmps19
[15] urgentcare
[12] healthcare
[9] recap
[8] hcsm
[6] marketing
[5] hcldr
[5] hitmc

Top Hashtags in Tweet in G5:
[99] hcmktg
[39] hcsm
[19] healthcaremarketing
[16] strategy
[11] transformation
[8] brand
[2] hospital
[1] recap
[1] urgentcare
[1] healthcare

Top Hashtags in Tweet in G6:
[282] hcmktg
[280] quantihealth
[12] radiothã©rapie
[10] accuraysynchrony
[8] estro38
[5] cancer
[4] jtcvaccuray
[4] radonc
[4] accuraypatientfirst
[4] numérique

Top Hashtags in Tweet in G7:
[88] hcmktg
[13] hmps19
[13] ptexp
[7] hitmc
[7] healthcare
[7] seo
[4] contentmarketing
[4] hcldr
[3] google
[3] cmiworld

Top Hashtags in Tweet in G8:
[470] hcmktg
[100] hcsm
[63] hitsm
[63] hitmc
[51] strategy
[41] digitalhealth
[40] healthcare
[34] hcsmeu
[33] seo
[32] smm

Top Hashtags in Tweet in G9:
[41] hcmktg
[10] healthcare
[5] healthcaremarketing
[5] email
[5] physicians
[5] hospitalmarketing
[4] marketing
[3] hcsm
[3] digitalmarketing
[3] hmps19

Top Hashtags in Tweet in G10:
[7] analytics
[5] healthcare
[1] gamification
[1] hcmktg
[1] digitalhealth

Top Words
Top Words in Tweet in Entire Graph:
[2586] Words in Sentiment List#1: Positive
[622] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[56277] Non-categorized Words
[59486] Total Words
[2137] #hcmktg
[552] marketing
[513] healthcare
[353] more
[350] top

Top Words in Tweet in G1:
[352] #hcmktg
[116] healthcare
[87] digital
[67] new
[66] #hmps19
[61] more
[59] marketing
[57] learn
[45] reedsmith
[43] s

Top Words in Tweet in G2:
[191] #hcmktg
[60] #pharma
[57] mmmnews
[44] 2019
[44] intouchsol
[41] #pharmamktg
[37] more
[29] out
[29] #dtc
[26] s

Top Words in Tweet in G3:
[183] #hcmktg
[115] marketing
[105] healthcare
[99] #hitmc
[80] s
[73] jaredpiano
[64] podcast
[56] neshco
[55] #hcldr
[53] digital

Top Words in Tweet in G4:
[249] #hcmktg
[120] healthcare
[113] marketing
[95] #healthcaremarketing
[72] new
[51] digital
[50] patient
[49] creative
[49] director
[46] episode

Top Words in Tweet in G5:
[99] #hcmktg
[68] marketing
[65] healthcare
[61] matters
[39] #hcsm
[35] daily
[35] out
[34] stories
[26] health
[19] #healthcaremarketing

Top Words in Tweet in G6:
[282] #hcmktg
[280] #quantihealth
[280] top
[280] story
[142] see
[139] more
[57] quantihealth_
[47] les
[41] à
[41] des

Top Words in Tweet in G7:
[88] #hcmktg
[47] gt
[17] jamesagardner
[14] s
[13] #hmps19
[13] #ptexp
[13] marketing
[10] health
[10] thanks
[10] more

Top Words in Tweet in G8:
[470] #hcmktg
[131] marketing
[100] #hcsm
[84] content
[79] strategies
[63] social
[63] #hitsm
[63] #hitmc
[61] marketers
[54] provider

Top Words in Tweet in G9:
[41] #hcmktg
[13] marketing
[10] #healthcare
[7] healthcare
[6] done
[6] s
[6] right
[5] new
[5] part
[5] #healthcaremarketing

Top Words in Tweet in G10:
[24] f
[19] kimwhitler
[16] new
[11] harvardbiz
[10] hcmktg
[10] thecmoclub
[10] bkardon
[9] forrester
[9] neustar
[9] anamarketers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[281] #hcmktg,#quantihealth
[281] #quantihealth,top
[281] top,story
[172] healthcare,marketing
[142] see,more
[138] #hcmktg,#hcsm
[118] #hcmktg,#healthcaremarketing
[73] social,media
[61] marketing,matters
[60] #hcmktg,#mcsmn

Top Word Pairs in Tweet in G1:
[36] new,#touchpoint
[26] #touchpoint,episode
[23] tpmnetwork,new
[23] reedsmith,chrisboyer
[21] healthcare,marketing
[21] sign,up
[20] #hcmktg,#mcsmn
[20] learn,more
[16] #hcsm,#hcmktg
[16] #hcmktg,#analytics

Top Word Pairs in Tweet in G2:
[26] #hcmktg,#pharmamktg
[18] #hcmktg,#pharma
[14] mm,m
[14] find,out
[14] #pharma,#hcmktg
[14] #hcmktg,#hcsm
[12] best,#dtc
[12] gt,gt
[11] top,10
[10] m,deloitte

Top Word Pairs in Tweet in G3:
[34] healthcare,marketing
[28] #hcldr,#hitsm
[26] #hitmc,#hcmktg
[25] #hitsm,#hitmc
[25] digital,healthcare
[23] emerging,leaders
[22] marketing,webinar
[19] personal,podcast
[19] s,real
[19] real,careers

Top Word Pairs in Tweet in G4:
[78] #hcmktg,#healthcaremarketing
[48] healthcare,marketing
[41] new,episode
[26] core,exchange
[20] creative,director
[20] health,system
[19] episode,conversation
[15] core_creative,new
[15] conversation,director
[15] director,digital

Top Word Pairs in Tweet in G5:
[62] healthcare,marketing
[61] marketing,matters
[38] #hcmktg,#hcsm
[35] daily,out
[34] matters,daily
[34] out,#hcmktg
[34] #hcsm,stories
[17] #hcmktg,#healthcaremarketing
[9] medical,groups
[8] health,system

Top Word Pairs in Tweet in G6:
[280] #hcmktg,#quantihealth
[280] #quantihealth,top
[280] top,story
[138] see,more
[57] quantihealth_,#hcmktg
[20] story,accuray_fr
[19] gt,gt
[18] dã,couvrir
[15] accuray_fr,'venez
[15] 'venez,dã

Top Word Pairs in Tweet in G7:
[6] #hmps19,#hcmktg
[6] #hcmktg,friends
[5] #ptexp,#hcmktg
[5] ochsnerhealth's,stacy
[5] stacy,martinez
[5] martinez,steward's
[5] steward's,colleen
[5] colleen,walsh
[4] today,s
[4] gt,hospital

Top Word Pairs in Tweet in G8:
[71] #hcmktg,#hcsm
[51] nine,strategies
[51] strategies,changing
[51] changing,provider
[51] provider,marketing
[51] marketing,courage
[51] courage,#hcmktg
[51] #hcsm,#strategy
[40] #digitalhealth,#hcmktg
[40] #hcmktg,#hitmc

Top Word Pairs in Tweet in G9:
[5] #email,done
[5] done,right
[5] right,engages
[5] engages,#physicians
[5] #physicians,conversations
[5] conversations,critical
[5] critical,ones
[5] ones,#hospitalmarketing
[4] #healthcare,#hcmktg
[4] marketing,#hcmktg

Top Word Pairs in Tweet in G10:
[14] kimwhitler,new
[10] harvardbiz,thecmoclub
[10] thecmoclub,bkardon
[9] forrester,neustar
[9] neustar,anamarketers
[9] new,hbr
[9] hbr,article
[9] article,western
[9] western,mktrs
[9] mktrs,learn

Top Replied-To
Top Replied-To in Entire Graph:
@symphonyrm
@techguy
@mch110
@reedsmith
@kimwhitler
@mabbuttkevan
@drmikeroizen
@danielruyter
@donstanziano
@gove

Top Replied-To in G1:
@reedsmith
@symphonyrm
@gove
@danielruyter
@drmikeroizen
@mabbuttkevan
@bmgresh
@mch110
@jamesagardner
@lloydhdean

Top Replied-To in G2:
@klickhealth

Top Replied-To in G3:
@symphonyrm
@luketrailrunner
@benatgeo
@geonetric
@amyjose21
@sarahbennight
@shimcode
@nik_with_
@jaredpiano

Top Replied-To in G4:
@juliegerdeman

Top Replied-To in G7:
@akalali
@donstanziano

Top Replied-To in G8:
@ahaval
@matthewrehrl
@petercorless
@ariannacblue

Top Replied-To in G10:
@kimwhitler
@marshacollier

Top Mentioned
Top Mentioned in Entire Graph:
@jaredpiano
@mmmnews
@neshco
@quantihealth_
@colin_hung
@reedsmith
@chrisboyer
@intouchsol
@dandunlop
@healthcarerap

Top Mentioned in G1:
@reedsmith
@chrisboyer
@tpmnetwork
@symphonyrm
@ehealtheditor
@loyalhealth
@greystone
@shelleygirl4
@hcstrategists
@binaryfountain

Top Mentioned in G2:
@mmmnews
@intouchsol
@ogilvyhealth
@elevatehcm
@cyanhealth
@cardinalhealth
@deloitte
@fingerpainters
@edmitzen
@trialcard

Top Mentioned in G3:
@jaredpiano
@neshco
@colin_hung
@dandunlop
@healthcarerap
@wynn_atwork
@smartbrief
@jeffgourdji
@techguy
@amyjose21

Top Mentioned in G4:
@core_creative
@hcsuccess
@geonetric
@hcmagnet
@legatotweet
@shungerford
@trajectoryllc
@mmmnews
@jaredpiano
@truenorthcustom

Top Mentioned in G5:
@strategichc
@stephenparodimd
@hcmagnet
@mkrivich
@permanentedocs
@riverviewhosp
@aulnedebanlieue
@andreyostrovsky
@solerahealth
@irinalindquist

Top Mentioned in G6:
@quantihealth_
@accuray_fr
@ffrepilepsie
@grusondavid
@bdgeorges
@enfantscancers
@buzzesante
@managersante
@courdecassation
@lafnim

Top Mentioned in G7:
@jamesagardner
@donstanziano
@ochsnerhealth
@geisingerhealth
@medtouch
@clevelandclinic
@steward
@randfish
@mitmedical
@jaredpiano

Top Mentioned in G8:
@ariannacblue
@shelleygirl4
@ahamediagroup
@mindstreaminc
@ahaval
@cedarssinai
@atlantic_health
@scarheal
@ksaust

Top Mentioned in G9:
@micromass

Top Mentioned in G10:
@kimwhitler
@harvardbiz
@hcmktg
@thecmoclub
@bkardon
@forrester
@neustar
@anamarketers
@humana
@kern_health

Top Tweeters
Top Tweeters in Entire Graph:
@blabalade
@chidambara09
@costeslioneler
@calcaware
@marshacollier
@csermet2
@nicochan33
@lemondefr
@infopronetwork
@inc

Top Tweeters in G1:
@machinelearn_d
@ctrappe
@datadrivencare
@dreapeking
@geekwire
@walgreens
@clevelandclinic
@danielruyter
@digmedcom
@doctor_v

Top Tweeters in G2:
@calcaware
@elevenslay
@dannahentze
@johnnosta
@smitasingh85
@womeninmarketin
@pharmaphorum
@blanchedsoldier
@yeysus
@fiercepharma

Top Tweeters in G3:
@biggreenpen
@wareflo
@johnoeffinger75
@dchou1107
@pharmacypodcast
@nickisnpdx
@shereesepubhlth
@kevin_jackson
@joebabaian
@logic301

Top Tweeters in G4:
@markraganceo
@adweek
@colindeval
@kbtxnews
@healthitnews
@healthycarnivor
@newscred
@referralmd
@beckershr
@ama_marketing

Top Tweeters in G5:
@everflo_q_opi
@fa
@mkrivich
@hashmunich
@mmags32
@interlinejim
@contentgems
@yeoa
@pmswish
@alexmmtri

Top Tweeters in G6:
@blabalade
@costeslioneler
@csermet2
@lemondefr
@zenon8703
@rldi_lamy
@tictoc
@philippesayous
@flashtweet
@bbcpolitics

Top Tweeters in G7:
@nicochan33
@caring_mobile
@jbbc
@bonga_online
@unbounce
@wnep
@moz
@randfish
@deborahutchens
@btrfly12

Top Tweeters in G8:
@infopronetwork
@webexpert1971
@petercorless
@google
@tv_hiec_chair
@vitoshamedia
@iamukasa
@richmeyer
@misssophiebot
@aliabdullahsam1

Top Tweeters in G9:
@ittechbuz
@davidchao
@paquiot1
@mirzarazwan07
@hubermantamir
@dmd_digital
@michellehals
@propagandi
@hcldr
@ballywhosocial

Top Tweeters in G10:
@marshacollier
@tamaramccleary
@sardimperium
@harvardbiz
@alvinfoo
@thecmoclub
@anamarketers
@idlaboha
@kimwhitler
@lolo_madikgetla