hcmktg, Twitter, 1/23/2019 5:52:03 PM, 182943


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hcmktg_2019-01-23_08-52-41.xlsx
hcmktg_2019-01-23_08-52-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2019
Short Description:
hcmktg via NodeXL http://bit.ly/2U6Zvo8
@hcmagnet
@mmmnews
@jaredpiano
@mkrivich
@medtouch
@greystone
@strategichc
@realdonaldtrump
@quantihealth_
@jamesagardner

Top hashtags:
#hcmktg
#healthcare
#hcic18
#hcsm
#pharma
#hitmc
#marketing
#hitsm
#digitalhealth

Description:
Description
The graph represents a network of 1,100 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 Wednesday, 23 January 2019 at 16:53 UTC.

The requested start date was Wednesday, 23 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 83-day, 0-hour, 41-minute period from Thursday, 01 November 2018 at 00:18 UTC to Wednesday, 23 January 2019 at 00:59 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 : 1100
Unique Edges : 1570
Edges With Duplicates : 2288
Total Edges : 3858
Number of Edge Types : 3
Replies to : 46
Mentions : 2388
Tweet : 1424
Self-Loops : 1424
Reciprocated Vertex Pair Ratio : 0.0682492581602374
Reciprocated Edge Ratio : 0.127777777777778
Connected Components : 75
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 944
Maximum Edges in a Connected Component : 3544
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.391984
Graph Density : 0.00148895690296964
Modularity : 0.378817
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] http://healthcaremarketingmatters.blogspot.com/2017/02/nine-strategies-for-changing-provider.html
[27] http://tweetedtimes.com/QuantiHealth_
[23] http://www.fiercehealthcare.com/healthcare/report-hospitals-nationwide-face-unprecedented-turnover
[19] http://dlvr.it/P4Zdxj?utm_source=dlvr.it&utm_medium=twitter
[18] https://www.marketingprofs.com/charts/2017/32019/the-state-of-healthcare-content-marketing-in-2017
[12] https://digitaldemocracy.com.au/healthcare-content-marketing-tips-infographic/
[11] https://www.corecreative.com/ideas/how-healthcare-marketers-need-to-meet-the-needs-of-multicultural-consumers/
[10] https://www.mmm-online.com/home/channel/campaigns/how-pharma-fuses-behavioral-science-and-tech-for-brand-marketing/
[10] http://tweetedtimes.com/#!/EuroHealthNet
[10] https://www.corecreative.com/ideas/how-to-engage-the-healthcare-consumer-beyond-page-based-websites/

Top URLs in Tweet in G1:
[5] https://www.hcic.net/schedule/conferenceschedule?id=c64ce787-5376-6f08-a864-ff000056e1d8
[4] https://neshco.org/lamplighter-awards
[3] https://www.truenorthcustom.com/blog/best-career-advice-new-marketers
[3] https://shows.pippa.io/healthcare-rap/episodes/40-what-can-healthcare-learn-from-jay-baer
[3] https://www.newyorker.com/magazine/2018/11/12/why-doctors-hate-their-computers
[3] https://www.highly.co/hl/hodSF26AMqxniB
[3] https://twitter.com/jasonaskinner/status/1059863216124096512
[2] https://twitter.com/jamesagardner/lists/hcmktg-leaders
[2] https://www.connectivedx.com/thinking/posts/2018/11/patients-expect-improved-digital-tools
[2] https://twitter.com/healthcarerap/status/1087733556141527041

Top URLs in Tweet in G2:
[5] https://www.mmm-online.com/home/channel/klicks-klickmas-wins-inaugural-mmm-holiday-contest/
[5] https://www.mmm-online.com/home/channel/corporate/gsk-and-pfizer-to-merge-consumer-healthcare-brands/
[4] https://www.mmm-online.com/home/opinion/the-path-to-accountability-in-poc/
[4] https://www.mmm-online.com/home/channel/agencies/fear-and-hope-help-healthcare-marketing-trigger-action/
[4] https://www.mmm-online.com/home/channel/the-marketing-numbers-behind-the-bms-celgene-deal/
[4] https://www.youtube.com/watch?v=NfyqzVuGQ0Q&feature=youtu.be

[3] http://mmm-online.com/2018-best-places-to-work-premium
[3] https://www.mmm-online.com/home/channel/mmm/announcing-the-inaugural-mmm-holiday-contest/
[3] https://www.mmm-online.com/best-places-to-work/2018/
[3] https://www.mmm-online.com/home/channel/mmm/mmm-holiday-contest-shortlist/

Top URLs in Tweet in G3:
[3] https://apple.news/A8kNSJ6O0SRqT66EpGd8fdA
[3] https://ehealthcarestrategy.com/chris-boyers-crystal-ball-top-7-digital-trends-in-2019/
[3] https://www.healthdatamanagement.com/opinion/how-crm-can-add-personal-care-to-healthcare
[2] https://twitter.com/donnaklencki/status/1083811140394774529
[2] https://www.consulting.us/news/1388/mckinsey-says-design-driven-firms-see-increased-revenues-shareholder-returns
[2] https://twitter.com/dougcollinsux/status/1085591979390586880
[2] https://twitter.com/tpmnetwork/status/1070286178937659392
[2] https://twitter.com/tpmnetwork/status/1082969705214853121
[2] https://www.advisory.com/research/market-innovation-center/the-growth-channel/2018/11/consumer-differentiators
[2] https://www.advisory.com/research/health-care-it-advisor/it-forefront/2018/12/ai-jump

Top URLs in Tweet in G4:
[3] https://strategichcmarketing.com/patients-help-to-define-and-recognize-clinical-excellence-at-johns-hopkins/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[3] https://strategichcmarketing.com/position-your-health-system-for-success-in-2019/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[2] http://feeds.feedburner.com/~r/StrategicHealthCareMarketing/~3/9H7a5rbSYdE/health-care-marketing-2019-success-strategies?utm_source=feedburner&utm_medium=twitter&utm_campaign=strategichc
[2] https://paper.li/mkrivich/1450719861?edition_id=2a2cca30-e1ec-11e8-a440-0cc47a0d164b
[1] https://strategichcmarketing.com/5-small-changes-to-fine-tune-your-hospital-website/?utm_source=twitter&utm_medium=social_organic&utm_term=&utm_content=&utm_campaign=jac
[1] https://twitter.com/i/web/status/1060239243820351488
[1] http://feeds.feedburner.com/~r/StrategicHealthCareMarketing/~3/2OJwo2YWXSA/health-care-marketing-johns-hopkins-patient-experience?utm_source=feedburner&utm_medium=twitter&utm_campaign=strategichc
[1] http://feeds.feedburner.com/~r/StrategicHealthCareMarketing/~3/mklHx2RVJ44/?utm_source=feedburner&utm_medium=twitter&utm_campaign=strategichc
[1] http://feeds.feedburner.com/~r/StrategicHealthCareMarketing/~3/ip46TaK3pJw/?utm_source=feedburner&utm_medium=twitter&utm_campaign=strategichc
[1] http://feeds.feedburner.com/~r/StrategicHealthCareMarketing/~3/YhzDtUn8q2g/?utm_source=feedburner&utm_medium=twitter&utm_campaign=strategichc

Top URLs in Tweet in G5:
[4] http://ow.ly/bpmt30bNDDC
[4] https://www.forbes.com/sites/kimberlywhitler/2018/12/29/why-companies-fail-to-convert-data-into-dollars-ai/#132931412250
[3] http://www.visualcapitalist.com/6-forces-transforming-future-healthcare/
[3] https://www.kunocreative.com/blog/strong-healthcare-digital-marketing-strategy
[3] http://ow.ly/bpmt30bNDDC%C2%A0
[2] https://www.healthworkscollective.com/top-3-best-practices-for-medical-marketing-success/
[2] https://medium.com/ama-marketing-news/7-must-reads-for-healthcare-marketers-1fb7496ee9fe
[2] https://www.truenorthcustom.com/blog/best-career-advice-new-marketers
[2] https://www.cnbc.com/2018/11/19/amazon-berkshire-jpm-health-jv-hiresdana-gelb-safran-from-blue-cross.html
[2] http://www.trajectory4brands.com/2019/01/02/healthcare-strategies-anatomy-of-a-successful-hospital-rebranding/

Top URLs in Tweet in G6:
[6] https://www.intouchsol.com/blog/artificial-intelligence-future-rep-visits/
[4] https://www.intouchsol.com/blog/gdpr-ai-machine-learning-age-data-privacy/
[4] https://pharmaphorum.com/views-and-analysis/digital-health-round-up-diagnosis-by-chatbot-mental-health-app-for-kids-and-more/
[3] https://www.intouchsol.com/blog/sharing-drug-pricing-consumers-intouch-primer/
[3] https://www.intouchsol.com/blog/amazon-comprehend-medical-mean-pharma/
[3] https://www.intouchsol.com/blog/the-health-and-tech-trends-that-will-shape-pharma-marketing-in-2019/
[3] https://www.intouchsol.com/blog/ces-2019-5g-self-driving-cars-smart-everything/
[3] https://www.mmm-online.com/home/channel/campaigns/how-pharma-fuses-behavioral-science-and-tech-for-brand-marketing/
[3] https://adage.com/article/media/why-pharma-ads-are-so-prevalent-on-tv-sitcoms/315575/
[2] https://www.intouchsol.com/wp-content/uploads/AI_Glossary-2.pdf

Top URLs in Tweet in G7:
[5] http://www.shsmd.org/membership/
[4] https://martech.health/
[2] https://binaryfountain.com/blog/increase-online-reviews/
[2] https://ams.aha.org/eweb/?ahabu=SHSMD&webcode=eventinfo&Reg_evt_key=105C87A1-0F92-4339-9F12-A90A4B152422&_ga=2.228234586.639129471.1543843376-452131118.1532635345&utm_source=Binary
[2] Fountain&utm_medium=social
[2] media
[2] http://connect.healthforum.com/2019-Regional-Executive-Forum-Prospectus_BB-HFC-2019-Regional-Executive-Forum-Prospectus-LP.html
[2] https://app.snapapp.com/hfsolutions
[2] https://app.snapapp.com/hospitalpartner
[2] http://connect.healthforum.com/HFC-MSG-2019_Sneak-Peek_HFC-MSG-2019_Sneak-Peek_LPfinal.html

Top URLs in Tweet in G8:
[32] http://healthcaremarketingmatters.blogspot.com/2017/02/nine-strategies-for-changing-provider.html
[23] http://www.fiercehealthcare.com/healthcare/report-hospitals-nationwide-face-unprecedented-turnover
[19] http://dlvr.it/P4Zdxj?utm_source=dlvr.it&utm_medium=twitter
[18] https://www.marketingprofs.com/charts/2017/32019/the-state-of-healthcare-content-marketing-in-2017
[10] https://www.corecreative.com/ideas/how-to-engage-the-healthcare-consumer-beyond-page-based-websites/
[9] https://www.corecreative.com/ideas/how-healthcare-marketers-need-to-meet-the-needs-of-multicultural-consumers/
[7] https://www.corecreative.com/ideas/weve-reached-a-tipping-point-in-healthcare-marketing-are-you-ready/
[5] http://MNUToday.com
[4] https://www.corecreative.com/ideas/core-exchange-media-relations-in-healthcare/
[3] https://www.corecreative.com/ideas/core-exchange-the-patient-experience-is-your-brand/

Top URLs in Tweet in G9:
[4] https://www.physicianreferralmarketing.com/is-vitals-disallowing-physicians-to-dispute-patient-reviews/
[1] https://medium.com/@rhythmagency/leading-digital-marketing-strategies-for-physician-recruitment-1b72c479722a
[1] https://www.quantzig.com/blog/upcoming-trends-watch-healthcare-marketing?utm_source=T1BG&utm_medium=Request&utm_campaign=businesswireBG
[1] https://www.businesswire.com/news/home/20181031005474/en/Quantzig-Highlights-Key-Healthcare-Marketing-Trends-Rule
[1] https://twitter.com/i/web/status/1059164629438468107
[1] https://twitter.com/i/web/status/1062089721965359106
[1] https://twitter.com/i/web/status/1062707102362361861
[1] https://upcity.com/blog/top-healthcare-marketing-influencers/
[1] https://twitter.com/i/web/status/1068217561433686016
[1] http://www.mindstreamcreative.com/blog/online-patient-reviews-3-trends-crucial-to-doctors/

Top URLs in Tweet in G10:
[27] http://tweetedtimes.com/QuantiHealth_
[10] http://tweetedtimes.com/#!/EuroHealthNet
[4] https://sante.fr/
[2] https://sumall.com/performancetweet
[2] https://www.lejdd.fr/Societe/Sante/la-sante-grande-oubliee-de-macron-3837812
[1] https://twitter.com/i/web/status/1061636181040025601
[1] https://twitter.com/i/web/status/1073023091738140672
[1] http://www.guidepharmasante.fr/actualites/trois-questions-dominique-noel-presidente-du-festival-de-la-communication-sante-3
[1] https://jaxenter.com/know-your-history-machine-learning-150702.html
[1] https://www.ens.fr/agenda/actualites-de-la-non-violence/2018-11-08t170000

Top Domains
Top Domains in Tweet in Entire Graph:
[815] twitter.com
[116] paper.li
[101] mmm-online.com
[62] feedburner.com
[45] corecreative.com
[37] tweetedtimes.com
[37] blogspot.com
[32] ehealthcarestrategy.com
[30] iqvia.com
[30] intouchsol.com

Top Domains in Tweet in G1:
[184] twitter.com
[23] hcic.net
[18] greystone.net
[11] pippa.io
[7] modernhealthcare.com
[6] neshco.org
[4] ehealthcarestrategy.com
[4] truenorthcustom.com
[4] highly.co
[4] medtouch.com

Top Domains in Tweet in G2:
[82] mmm-online.com
[40] twitter.com
[9] klick.com
[4] youtube.com
[3] wsj.com
[3] splashthat.com
[2] cohealthcom.org
[2] haymarketmedia.com
[2] cnbc.com
[1] pharmalive.com

Top Domains in Tweet in G3:
[89] twitter.com
[5] advisory.com
[5] touchpoint.health
[3] hbr.org
[3] apple.news
[3] ehealthcarestrategy.com
[3] healthdatamanagement.com
[2] mckinsey.com
[2] consulting.us
[2] marketingprofs.com

Top Domains in Tweet in G4:
[52] twitter.com
[40] paper.li
[31] feedburner.com
[20] strategichcmarketing.com
[1] blogspot.com
[1] corecreative.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[29] twitter.com
[10] coffeycomm.com
[9] ow.ly
[6] paper.li
[6] hcsmmonitor.com
[4] influencehealth.com
[4] healthleadersmedia.com
[4] trajectory4brands.com
[4] forbes.com
[3] visualcapitalist.com

Top Domains in Tweet in G6:
[29] intouchsol.com
[28] twitter.com
[16] pharmaphorum.com
[8] drgdigital.com
[5] mmm-online.com
[4] micromass.com
[3] adage.com
[2] biocentury.com
[2] pm360online.com
[1] pharmalive.com

Top Domains in Tweet in G7:
[28] twitter.com
[10] martech.health
[6] shsmd.org
[6] healthforum.com
[4] snapapp.com
[4] evariant.com
[3] linkedin.com
[3] binaryfountain.com
[3] nytimes.com
[2] aha.org

Top Domains in Tweet in G8:
[60] twitter.com
[42] corecreative.com
[32] blogspot.com
[24] fiercehealthcare.com
[19] dlvr.it
[18] marketingprofs.com
[10] worldofdtcmarketing.com
[9] waginc.ca
[7] mediapost.com
[5] mnutoday.com

Top Domains in Tweet in G9:
[20] twitter.com
[8] twi.li
[4] physicianreferralmarketing.com
[3] rutherfordmedicine.com
[2] lnkd.in
[2] blogspot.com
[1] medium.com
[1] quantzig.com
[1] businesswire.com
[1] upcity.com

Top Domains in Tweet in G10:
[44] twitter.com
[37] tweetedtimes.com
[9] nytimes.com
[4] sante.fr
[3] paper.li
[2] buzz-esante.fr
[2] ticsante.com
[2] lemonde.fr
[2] sumall.com
[2] lejdd.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1886] hcmktg
[282] healthcare
[228] hcic18
[189] hcsm
[159] pharma
[118] hitmc
[110] marketing
[99] hitsm
[82] digitalhealth
[78] socialmedia



Top Hashtags in Tweet in G1:
[331] hcmktg
[168] hcic18
[37] hitmc
[26] hitsm
[23] digitalhealth
[23] hcldr
[22] chprms2018
[21] healthcare
[18] letstalk18
[16] mcsmn

Top Hashtags in Tweet in G2:
[141] hcmktg
[56] pharma
[29] healthcare
[25] marketing
[19] health
[17] mmmholidaycontest
[15] marketers
[15] campaigns
[10] mmmbestplacestowork
[9] drugprices

Top Hashtags in Tweet in G3:
[138] hcmktg
[38] morethanglitter
[36] healthcare
[23] martech
[23] hcic18
[21] marketing
[20] touchpoint
[16] designthinking
[13] hcldr
[11] mcsmn

Top Hashtags in Tweet in G4:
[83] hcmktg
[40] hcsm
[13] healthcaremarketing
[4] strategy
[2] transformation
[1] socialmedia
[1] pharma
[1] frizemedia
[1] ruleofthumb

Top Hashtags in Tweet in G5:
[122] hcmktg
[22] healthcare
[15] countoncoffey
[14] urgentcare
[11] ihinsights
[10] hcsm
[8] hcic18
[6] marketing
[5] seo
[5] news

Top Hashtags in Tweet in G6:
[72] hcmktg
[37] pharmamktg
[24] pharma
[13] ai
[10] healthcare
[9] pov
[9] medcomms
[8] pharmachoice
[7] consumerwebsite
[6] dtc

Top Hashtags in Tweet in G7:
[66] hcmktg
[16] hcsm
[7] hcic18
[6] healthcare
[5] newyearsresolutions
[5] webinar
[4] seo
[4] marketing
[4] marketingtips
[4] chprms2019

Top Hashtags in Tweet in G8:
[412] hcmktg
[82] hcsm
[64] hitsm
[64] hitmc
[46] healthcare
[40] digitalhealth
[35] healthcaremarketing
[32] strategy
[26] seo
[24] mcsmn

Top Hashtags in Tweet in G9:
[36] hcmktg
[9] healthcare
[4] pharmamktg
[3] hcsm
[3] healthcaremanagement
[3] reputationmanagement
[3] vitals
[3] reviews
[3] physicians
[3] doctor

Top Hashtags in Tweet in G10:
[101] hcmktg
[10] quantihealth
[5] ia
[3] innovation
[3] digitalpharma
[3] transfonum
[2] sante
[2] ai
[1] ces2019
[1] entreprises

Top Words
Top Words in Tweet in Entire Graph:
[2405] Words in Sentiment List#1: Positive
[586] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[53375] Non-categorized Words
[56368] Total Words
[1906] hcmktg
[693] healthcare
[616] marketing
[331] health
[250] out

Top Words in Tweet in G1:
[334] hcmktg
[163] hcic18
[117] marketing
[106] healthcare
[81] jaredpiano
[76] new
[69] gt
[67] health
[61] more
[58] s

Top Words in Tweet in G2:
[144] hcmktg
[56] pharma
[34] mmmnews
[32] healthcare
[28] marketing
[28] health
[24] s
[21] mm
[18] out
[18] more

Top Words in Tweet in G3:
[138] hcmktg
[59] healthcare
[49] marketing
[39] digital
[38] morethanglitter
[37] reedsmith
[31] chrisboyer
[28] new
[24] martech
[23] episode

Top Words in Tweet in G4:
[84] hcmktg
[60] marketing
[51] healthcare
[49] matters
[40] out
[40] hcsm
[39] daily
[39] stories
[23] health
[16] hospital

Top Words in Tweet in G5:
[135] hcmktg
[85] healthcare
[49] marketing
[16] up
[15] 2019
[15] countoncoffey
[14] urgentcare
[14] out
[13] gt
[12] patients

Top Words in Tweet in G6:
[72] hcmktg
[46] pharma
[41] intouchsol
[37] pharmamktg
[29] micromass
[20] new
[19] marketing
[17] top
[16] up
[16] join

Top Words in Tweet in G7:
[66] hcmktg
[33] healthcare
[28] marketing
[19] out
[18] health
[18] hospital
[16] hcsm
[16] s
[15] take
[14] patient

Top Words in Tweet in G8:
[412] hcmktg
[120] marketing
[101] healthcare
[82] hcsm
[69] health
[65] content
[65] strategies
[64] hitsm
[64] hitmc
[51] marketers

Top Words in Tweet in G9:
[36] hcmktg
[17] healthcare
[8] driven
[8] marketing
[7] reviews
[6] ochww
[6] vitals
[6] mckinsey
[6] design
[6] firms

Top Words in Tweet in G10:
[101] hcmktg
[98] top
[98] story
[89] eurohealthnet
[40] see
[38] more
[20] à
[20] santé
[16] quantihealth_
[15] et

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[156] healthcare,marketing
[109] hcmktg,hcsm
[99] top,story
[89] hcmktg,eurohealthnet
[89] eurohealthnet,top
[73] find,out
[72] social,media
[59] health,system
[58] hcsm,hcmktg
[51] hcic18,hcmktg

Top Word Pairs in Tweet in G1:
[39] health,system
[38] job,eliminated
[38] m,seeking
[38] seeking,new
[38] new,opportunity
[38] opportunity,sr
[38] sr,marketing
[38] marketing,leader
[38] leader,health
[37] system,agency

Top Word Pairs in Tweet in G2:
[25] pharma,hcmktg
[16] hcmktg,pharma
[15] mm,m
[13] find,out
[12] healthcare,marketing
[11] six,campaigns
[9] analyzes,six
[9] inaugural,mmmholidaycontest
[8] premium,edition
[8] now,available

Top Word Pairs in Tweet in G3:
[19] new,touchpoint
[16] tpmnetwork,new
[15] touchpoint,episode
[13] hcmktg,morethanglitter
[13] healthcare,marketing
[12] reedsmith,chrisboyer
[10] hcmktg,designthinking
[10] hcldr,hcmktg
[9] martech,hcmktg
[8] morethanglitter,hcmktg

Top Word Pairs in Tweet in G4:
[49] healthcare,marketing
[49] marketing,matters
[40] out,hcmktg
[39] matters,daily
[39] daily,out
[39] hcmktg,hcsm
[39] hcsm,stories
[14] health,care
[9] healthcaremarketing,hcmktg
[6] 5,key

Top Word Pairs in Tweet in G5:
[26] healthcare,marketing
[11] changes,healthcare
[11] f,cco
[11] cco,humana
[11] humana,hcmktg
[11] hcmktg,kern_health
[10] healthcare,mktg
[10] insight,f
[10] countoncoffey,hcmktg
[7] urgentcare,marketing

Top Word Pairs in Tweet in G6:
[20] pharmamktg,hcmktg
[15] sign,up
[12] check,out
[12] house,experts
[12] experts,highlight
[12] highlight,top
[12] top,7
[12] 7,healthcare
[11] hcmktg,pharmamktg
[10] healthcare,tech

Top Word Pairs in Tweet in G7:
[11] find,out
[10] quiz,find
[10] quick,quiz
[9] hcmktg,hcsm
[9] aha,health
[9] health,forum
[7] hospital,partner
[7] partner,take
[7] take,aha
[7] forum,s

Top Word Pairs in Tweet in G8:
[46] hcmktg,hcsm
[39] hcmktg,hitmc
[39] hitmc,hitsm
[38] without,right
[38] right,tech
[38] tech,delivering
[38] delivering,content
[38] content,matter
[38] matter,digitalhealth
[38] digitalhealth,hcmktg

Top Word Pairs in Tweet in G9:
[6] mckinsey,design
[6] design,driven
[6] driven,firms
[6] firms,see
[6] see,increased
[6] increased,revenues
[6] revenues,shareholder
[6] shareholder,returns
[5] social,media
[4] healthcare,hcmktg

Top Word Pairs in Tweet in G10:
[98] top,story
[88] hcmktg,eurohealthnet
[88] eurohealthnet,top
[38] see,more
[16] quantihealth_,hcmktg
[10] hcmktg,quantihealth
[10] quantihealth,top
[8] santé,quoi
[7] story,management
[7] management,inadéquat

Top Replied-To
Top Replied-To in Entire Graph:
@kimwhitler
@uclahealth
@phsweetmd
@jaredpiano
@edbennett
@mikemangi
@raymondpirouz
@augieray
@choo_ek
@gavinprestonmd

Top Replied-To in G1:
@jaredpiano
@uclahealth
@mikemangi
@edbennett
@paulszablowski
@robert_rose
@lmccluskeymba
@robbirgfeld
@stoptober
@facebook

Top Replied-To in G2:
@klickhealth
@carlingcomm

Top Replied-To in G3:
@kimwhitler
@phsweetmd
@raymondpirouz
@greystone
@vlopez24
@ryanjones
@gavinprestonmd
@choo_ek
@augieray
@tpmnetwork

Top Replied-To in G5:
@hcmktg

Top Replied-To in G7:
@sherylakstephen

Top Mentioned
Top Mentioned in Entire Graph:
@jaredpiano
@medtouch
@iqvia_global
@mmmnews
@greystone
@intouchsol
@chrisboyer
@reedsmith
@kate_gillmer
@ariannacblue

Top Mentioned in G1:
@jaredpiano
@medtouch
@greystone
@kate_gillmer
@annhandley
@jamesagardner
@healthcarerap
@neshco
@hmhnewjersey
@paul_griffiths

Top Mentioned in G2:
@mmmnews
@klickhealth
@carlingcomm
@amazon
@pfizer
@healixglobal
@wunderman
@guidemarkhealth
@gsk
@benjaminassor

Top Mentioned in G3:
@reedsmith
@chrisboyer
@tpmnetwork
@glittermarketer
@jesscolumbo
@greystone
@childrenshealth
@chrisriegger
@jaredpiano
@mch110

Top Mentioned in G4:
@strategichc
@hcmagnet
@lmaccracken
@johnshopkins
@mkrivich
@thewebdir
@ogilvyhealthna
@cvwarner
@doctick
@bladelink

Top Mentioned in G5:
@hcmktg
@humana
@kern_health
@influencehlth
@kimwhitler
@healthcaregov
@hcmagnet
@greystone
@core_creative
@atlantic_health

Top Mentioned in G6:
@intouchsol
@pm360online
@micromass
@pharmaphorum
@mmmnews
@dominic_tyer
@drgdigital
@wendyblackburn
@andrewgrojean

Top Mentioned in G7:
@ahahealthforum
@shsmdaha
@michaelpdowd
@binaryfountain
@martechhealth
@nytimes
@jaredpiano
@chprms
@hcsuccess
@chrisbevolo

Top Mentioned in G8:
@ariannacblue
@core_creative
@modrnhealthcr
@shelleygirl4
@tealeaveshealth
@bairdgroup
@medtouch
@shungerford
@angikrueger
@k_kasiao

Top Mentioned in G9:

Top Mentioned in G10:
@quantihealth_
@bmgeorges
@esante_gouv_fr
@healsylife
@apw
@celinesportisse
@grusondavid
@chazreddbear
@edkrassen
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@edgametec
@ottlegalrebels
@chidambara09
@marshacollier
@nytimes
@journeyingdave
@pfanderson
@thedailybeast
@lkafle

Top Tweeters in G1:
@sectest9
@ottlegalrebels
@techcrunch
@vanalich
@ctrappe
@sweetercherise
@nickisnpdx
@marismith
@google
@being_woman

Top Tweeters in G2:
@gma
@stevegarfield
@angel189
@kevinmd
@teaminspire
@zaynakhayat
@ideagoras
@amazon
@chrissyfarr
@lillypad

Top Tweeters in G3:
@marshacollier
@pfanderson
@caring_mobile
@designthinkbot
@medicalquack
@akdm_bot
@shimcode
@ryanjones
@gavinprestonmd
@augieray

Top Tweeters in G4:
@lkafle
@heatherpeno
@supplychainsn
@thewebdir
@hashcalcutta
@randylewiskemp
@mkrivich
@johnshopkins
@bizleadspros
@mymagicfundas

Top Tweeters in G5:
@zorgenzo
@jbbc
@scottsocial
@msubali
@sharemytrends
@healthleaders
@jayacunzo
@healthcollectiv
@claudiomkd
@kimwhitler

Top Tweeters in G6:
@journeyingdave
@adage
@gdpr25thmay18
@pharmaphorum
@crupicrupicrupi
@cleverpeeps
@sarahmorgan
@movingrocks
@dominic_tyer
@biopharmadive

Top Tweeters in G7:
@nytimes
@gailfarrelly
@lbstewart
@ahahealthforum
@evariant
@deloittehealth
@heathnettles
@sitecore
@scrippshealth
@martechhealth

Top Tweeters in G8:
@socialmediaukrt
@santchiweb
@iamukasa
@richmeyer
@colindeval
@misssophiebot
@amritsaronline
@datadrivencare
@modrnhealthcr
@aliabdullahsam1

Top Tweeters in G9:
@edgametec
@maducao
@mmjhealthcare
@healthblawg
@amruthasuri
@socialmatt
@swissuxnews
@jasonaugustine_
@nic_fisher
@rhythmagency

Top Tweeters in G10:
@thedailybeast
@jblefevre60
@flohin
@bdgeorges
@edkrassen
@realdonaldtrump
@fedeaddiction
@drmartyufml
@apw
@xavierquerat


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