mhealth, Twitter, 11/29/2021 3:45:08 AM, 267153


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mhealth_2021-11-28_18-37-20.xlsx
mhealth_2021-11-28_18-37-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
mhealth via NodeXL https://bit.ly/3xyTLsz
@caring_mobile
@firas_sarhan1
@_timos_
@jmirpub
@mobiuso
@analytics_699
@dralfonsovidal
@_atanas_
@nhsengland
@hubbucket

Top hashtags:
#mhealth
#digitalhealth
#socialmedia
#ai
#healthtech
#healthcare
#iot
#digitalmarketing

Description:
Description
The graph represents a network of 1,752 Twitter users whose tweets in the requested range contained "mhealth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 November 2021 at 02:46 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 9-hour, 7-minute period from Monday, 15 November 2021 at 02:36 UTC to Sunday, 28 November 2021 at 11:43 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 : 1752
Unique Edges : 1563
Edges With Duplicates : 7471
Total Edges : 9034
Number of Edge Types : 5
Retweet : 2784
MentionsInRetweet : 3799
Mentions : 1320
Tweet : 1072
Replies to : 59
Self-Loops : 1152
Reciprocated Vertex Pair Ratio : 0.0518382352941177
Reciprocated Edge Ratio : 0.0985669346382384
Connected Components : 167
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 1315
Maximum Edges in a Connected Component : 8261
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.983876
Graph Density : 0.0009326047216333
Modularity : 0.2765
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,752 Twitter users whose tweets in the requested range contained "mhealth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 November 2021 at 02:46 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 9-hour, 7-minute period from Monday, 15 November 2021 at 02:36 UTC to Sunday, 28 November 2021 at 11:43 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 : mhealth
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[93] http://www.socialpharma.net
[90] https://www.consalud.es/opinion/cambiazo-climatico_105689_102.html
[38] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.mayoclinicproceedings.org%2Farticle%2FS0025-6196%2820%2931379-3%2Ffulltext&rc=0
[38] https://consalud.es/
[29] http://TheHerdLocker.com
[26] https://www.theguardian.com/society/2021/nov/16/tea-coffee-may-be-linked-lower-risk-stroke-dementia-study
[23] https://www.bloombergquint.com/business/opec-will-probably-stick-with-oil-production-strategy-says-uae?utm_source=dlvr.it&utm_medium=twitter
[21] https://www.theverge.com/2021/11/17/22787670/fiskers-electric-ocean-suv-rotating-touchscreen-la-auto-show?utm_source=dlvr.it&utm_medium=twitter
[19] https://www.bloombergquint.com/politics/eu-waits-for-vaccine-data-before-unveiling-covid-travel-rules?utm_source=dlvr.it&utm_medium=twitter
[19] https://www.bloombergquint.com/onweb/former-rbc-economist-turned-nft-enthusiast-joins-digital-sector?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[16] http://www.socialpharma.net
[16] https://mhealth-hub.org/hub-talks-2021
[8] http://www.mobihealthnews.com/content/study-apple-watch-paired-deep-neural-network-detects-atrial-fibrillation-97-percent-accuracy
[8] https://research2guidance.com/bots-in-healthcare-interview-with-thomas-schulz/?utm_content=bufferfafbc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://TheHerdLocker.com
[7] http://www.fiercehealthcare.com/mobile/why-one-doctor-opted-for-telemedicine-over-a-traditional-hospital
[6] https://marketing.monsenso.com/acton/sp/28259/sm-0079-1705/T/0
[6] https://t.co/OEq2o5zSxx
[5] https://techbullion.com/mhealth-solution-gaining-pace-during-pandemic/
[5] http://readwrite.com/2017/05/13/microsoft-parkinson-wearable/?utm_campaign=coschedule&utm_source=twitter&utm_medium=RWW&utm_content=Meet%20Emma,%20the%20wearable%20that%20helps%20people%20with%20Parkinson's

Top URLs in Tweet in G2:
[37] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.mayoclinicproceedings.org%2Farticle%2FS0025-6196%2820%2931379-3%2Ffulltext&rc=0
[25] https://www.theguardian.com/society/2021/nov/16/tea-coffee-may-be-linked-lower-risk-stroke-dementia-study
[20] http://TheHerdLocker.com
[15] https://www.cmaj.ca/content/180/4/408
[14] http://www.socialpharma.net
[13] https://www.linkedin.com/pulse/social-media-atanas-g-atanasov/
[11] https://www.raconteur.net/sustainability/climate-change/backdate-carbon-emissions/?utm_source=ActiveCampaign&utm_medium=email&utm_content=Ransomware%3A+a+CIO+s+recovery+guide&utm_campaign=Daily-newsletter-tues-nov23-6am
[11] https://www.sciencedirect.com/science/article/pii/S2590262821000332?dgcid=raven_sd_aip_email
[10] https://www.business.att.com/learn/top-voices/why-mobile-integrated-healthcare-matters.html?source=EBBZTw00000IFS00M&wtExtndSource=GlenGilmore
[10] https://scitechdaily.com/combating-antibiotic-resistance-a-major-global-health-threat/

Top URLs in Tweet in G3:
[5] https://www.eventbrite.co.uk/e/ics-digital-health-round-table-the-skills-we-need-tickets-209148497787
[2] https://echalliance.com/digital-health-society-summit-2021/
[2] https://event.meetmaps.com/dhssummit21/en/landing
[2] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.blacktechdaily.com%2Fhealth-apps-and-wearables-help-rich-people-the-most-study-finds%2F
[1] https://medium.com/@blaisejacholkowski/the-rise-of-digital-technologies-in-healthcare-why-it-is-not-happening-yet-in-europe-cf74897528
[1] https://twitter.com/MatthewOrcha/status/1463125769928990723
[1] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fverycreatives.com%2Fblog%2Fdigital-health-trends
[1] https://journals.lww.com/jbisrir/fulltext/2021/10000/use_of_mhealth_apps_by_nurses_in_the_management_of.10.aspx
[1] https://www.forbes.com/sites/sachinjain/2021/11/03/the-7-sins-slowing-the-pace-of-change-in-healthcare-organizations/
[1] https://pharmaphorum.com/patients/future-patient-radical-innovation-healthcare-debiopharm/

Top URLs in Tweet in G4:
[63] http://www.socialpharma.net
[18] https://www.bloombergquint.com/business/opec-will-probably-stick-with-oil-production-strategy-says-uae?utm_source=dlvr.it&utm_medium=twitter
[16] https://www.bloombergquint.com/politics/eu-waits-for-vaccine-data-before-unveiling-covid-travel-rules?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.bloombergquint.com/china/chinese-startup-meicai-is-said-to-pick-banks-for-hong-kong-ipo?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.bloombergquint.com/onweb/former-rbc-economist-turned-nft-enthusiast-joins-digital-sector?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.theverge.com/2021/11/17/22787670/fiskers-electric-ocean-suv-rotating-touchscreen-la-auto-show?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.bloombergquint.com/business/daily-harvest-nabs-1-1-billion-valuation-as-lone-pine-invests?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.theverge.com/22778114/medical-photography-racial-bias?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.bloombergquint.com/business/amex-requires-vaccine-for-employees-returning-to-u-s-offices?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.theverge.com/2021/11/18/22790131/nft-bay-pirating-digital-ownership-piracy-crypto-art-right-click?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[4] https://www.mhealth.ru/health/psychology/test-kakim-tipom-harizmy-vy-obladaete/
[2] https://techreviewer.co/app-developers/healthcare?utm_source=newsletter&utm_medium=email&utm_campaign=PR-Healthcare1&utm_id=Email
[2] https://www.mhealth.ru/health/psychology/test-skolko-u-vas-lichnostey/
[2] https://www.mhealth.ru/health/psychology/test-horosho-li-vy-razbiraetes-v-lyudyah/?test_result=8493
[2] https://www.researchandmarkets.com/
[2] https://dataemia.com/2021/11/25/global-mhealth-market-2021-to-2026-industry-trends-share-size-growth-opportunity-and-forecasts-researchandmarkets-com/
[2] https://finance.yahoo.com/news/worldwide-mhealth-industry-2026-featuring-200000216.html
[1] https://twitter.com/bayc2745/status/1460142682085330944
[1] https://www.tripdatabase.com/r/11837190
[1] https://www.mobilehealthcare.nl/?utm_source=DHN&utm_medium=online&utm_campaign=nieuwsbrief&utm_id=71715

Top URLs in Tweet in G6:
[3] https://mhealth.jmir.org/2021/11/e28857/
[2] https://mhealth.jmir.org/2021/11/e31037/
[2] https://www.researchprotocols.org/2021/11/e31611/
[2] https://www.jmir.org/2021/11/e30394/
[2] https://mhealth.jmir.org/2021/11/e22890/
[2] https://mhealth.jmir.org/2021/11/e33012/
[2] https://mhealth.jmir.org/2021/11/e30332
[1] https://preprints.jmir.org/preprint/34786
[1] https://preprints.jmir.org/ojs/index.php/preprints/preprint/34786
[1] https://formative.jmir.org/2021/11/e25824/

Top URLs in Tweet in G7:
[8] https://www.fundacionisys.org/es/eventos/12-ehealthbeats-instagram-en-el-sector-salud?date=2021-11-18-16-00&utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[4] https://www.xemio.org/es/encuentros-digitales/190-encuentros-digitales-xemio-cancer-de-mama-masculino?date=2021-11-11-16-00&utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[4] https://www.fundacionisys.org/es/blogs/social/sociedad/863-salud-conectada?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[2] https://www.fundacionisys.org/es/eventos/5-ehealthbeats-el-papel-de-los-clinicos-en-salud-digital?date=2021-05-20-18-00&utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[2] https://www.fundacionisys.org/es/blogs/profesional/profesional/842-intervenciones-de-salud-a-traves-de-internet-que-funcionan?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[2] https://www.fundacionisys.org/es/apps-de-salud/inscripcion-de-apps?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[2] https://www.fundacionisys.org/es/blogs/profesional/profesional/845-modelos-de-aprendizaje-automatico-aplicados-al-diagnostico-de-covid-19?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[2] https://www.fundacionisys.org/es/blogs/social/sociedad/854-hospital-del-futuro?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[2] https://www.fundacionisys.org/es/blogs/social/sociedad/859-teledermatologia-pandemica?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov
[2] https://www.xemio.org/es/oncologia-blog/61-chemobrain-neblina-en-el-cerebro?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficonov

Top URLs in Tweet in G8:
[88] https://www.consalud.es/opinion/cambiazo-climatico_105689_102.html
[38] https://consalud.es/
[5] https://www.consalud.es/opinion/big-data-zombi_104917_102.html
[1] http://TheHerdLocker.com
[1] https://twitter.com/DrAlfonsoVidal/status/1461695327757553671

Top URLs in Tweet in G9:
[9] https://www.youtube.com/watch?v=wvqVTP1nGkY

[8] https://mailmystatements.com/solutions/
[8] https://telemedicine.global-summit.com/
[6] https://digitalsalutem.com/wearable-devices-that-were-introduced-by-tech-giants/
[6] https://httpslink.com/kdtthi
[5] https://httpslink.com/hticpcb
[5] https://httpslink.com/4pthtbc
[4] https://spirit-digital.co.uk/?utm_source=youtube&utm_medium=joao-bocas
[4] https://www.medigy.com/topic/medigy-telemedicine/
[4] https://httpslink.com/7wtempih

Top URLs in Tweet in G10:
[2] https://www.hpe.com/us/en/insights/articles/the-battle-to-secure-healthcare-data-is-taking-place-behind-the--2110.html?jumpid=in_510397410_NXTthebattletosecurehealthcare-102721
[2] https://www.forbes.com/sites/forbestechcouncil/2021/11/18/three-reasons-why-developers-should-consider-building-health-tech-apps/?utm_campaign=Social%20Member%20Articles&utm_content=188002401&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[2] https://www.forbes.com/sites/forbestechcouncil/2021/11/15/public-health-should-use-data-driven-tools-to-combat-pandemics/?utm_campaign=Social%20Member%20Articles&utm_content=187472408&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[1] https://www.hpe.com/us/en/insights/articles/evolve-your-operating-model-to-succeed-at-digital-transformation-2109.html?jumpid=in_510397410_NXTevolveyouroperating-092521
[1] https://www.hpe.com/us/en/insights/articles/rushed-digital-transformation-is-creating-security-risks-2111.html?jumpid=in_510397410_NXTrusheddigitaltransformation-101921
[1] https://www.hpe.com/us/en/insights/articles/develop-a-blueprint-for-successful-transformations-2109.html?jumpid=in_510397410_NXTdevelopablueprint-092221
[1] https://technative.io/is-hybrid-cloud-the-answer-to-data-security-in-healthcare/
[1] https://technative.io/a-practical-approach-to-edge-computing/
[1] https://technative.io/how-to-make-data-work-for-your-enterprise/
[1] https://technative.io/empowering-our-team-with-data-analytics/

Top Domains
Top Domains in Tweet in Entire Graph:
[262] bloombergquint.com
[201] mobihealthnews.com
[183] theverge.com
[167] httpslink.com
[133] consalud.es
[124] siliconvalley.com
[104] twitter.com
[93] socialpharma.net
[85] hitconsultant.net
[77] digitalhealth.net

Top Domains in Tweet in G1:
[108] mobihealthnews.com
[50] httpslink.com
[27] twitter.com
[27] bloombergquint.com
[27] mhealth-hub.org
[20] theverge.com
[20] siliconvalley.com
[16] socialpharma.net
[14] precisionvaccinations.com
[12] youtube.com

Top Domains in Tweet in G2:
[37] elsevierhealth.com
[34] teckro.com
[25] theguardian.com
[24] theverge.com
[22] twitter.com
[21] theherdlocker.com
[20] bloombergquint.com
[19] hitconsultant.net
[16] linkedin.com
[16] mobihealthnews.com

Top Domains in Tweet in G3:
[8] mobiuso.com
[5] co.uk
[2] echalliance.com
[2] meetmaps.com
[1] medium.com
[1] twitter.com
[1] lww.com
[1] forbes.com
[1] pharmaphorum.com
[1] healthcareitnews.com

Top Domains in Tweet in G4:
[167] bloombergquint.com
[102] theverge.com
[63] socialpharma.net
[61] siliconvalley.com
[47] mobihealthnews.com
[46] hitconsultant.net
[35] digitalhealth.net
[26] gadgetsandwearables.com
[17] mhealthintelligence.com
[15] ubergizmo.com

Top Domains in Tweet in G5:
[31] mhealth.ru
[6] twitter.com
[3] linkedin.com
[3] express-press-release.net
[2] picrew.me
[2] jmir.org
[2] techreviewer.co
[2] co.uk
[2] imedpub.com
[2] researchandmarkets.com

Top Domains in Tweet in G6:
[33] jmir.org
[4] researchprotocols.org
[2] twitter.com
[1] paper.li
[1] uconn.edu

Top Domains in Tweet in G7:
[24] fundacionisys.org
[8] xemio.org
[4] nih.gov
[2] twitter.com
[1] techbullion.com
[1] mimecast.com
[1] doi.org
[1] springer.com
[1] sagepub.com
[1] goo.gl

Top Domains in Tweet in G8:
[131] consalud.es
[1] theherdlocker.com
[1] twitter.com

Top Domains in Tweet in G9:
[112] httpslink.com
[21] medium.com
[14] youtube.com
[13] digitalsalutem.com
[9] global-summit.com
[8] medigy.com
[8] mailmystatements.com
[8] twitter.com
[5] co.uk
[4] blogspot.com

Top Domains in Tweet in G10:
[17] forbes.com
[10] technative.io
[7] hpe.com
[5] theverge.com
[3] medium.com
[2] techopedia.com
[2] deepai.org
[2] hitconsultant.net
[2] mobihealthnews.com
[1] hubbucket.xyz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1808] mhealth
[1477] digitalhealth
[796] socialmedia
[587] ai
[506] healthtech
[458] healthcare
[447] iot
[398] digitalmarketing
[289] industry40
[217] ehealth



Top Hashtags in Tweet in G1:
[650] mhealth
[240] digitalhealth
[114] hcsm
[107] healthcare
[80] hcsmeu
[76] socialmedia
[63] healthtech
[62] ehealth
[59] hubtalks2021
[52] europeanmhealthhub

Top Hashtags in Tweet in G2:
[223] ai
[185] digitalhealth
[165] mhealth
[157] ml
[135] python
[134] iot
[132] machinelearning
[130] hospitalstalktolovedones
[125] telemedicine
[121] 100daysofcode

Top Hashtags in Tweet in G3:
[20] digitalhealth
[13] mhealth
[7] dhssummit21
[1] ihscm
[1] ics
[1] medtwitter
[1] nhs
[1] covid19

Top Hashtags in Tweet in G4:
[539] digitalhealth
[461] socialmedia
[304] digitalmarketing
[272] ai
[269] industry40
[268] mhealth
[264] iot
[260] healthtech
[41] healthcare
[34] wearables

Top Hashtags in Tweet in G5:
[12] mhealth
[6] ehealth
[5] healthcare
[3] health
[2] digitalhealth
[2] healthit
[2] mobileapps
[2] gates
[2] solution
[2] market

Top Hashtags in Tweet in G6:
[39] mhealth
[11] health
[8] patients
[8] smartphone
[7] app
[6] faith
[6] hearthealth
[4] study
[4] protocol
[4] mobile

Top Hashtags in Tweet in G7:
[50] mhealth
[27] ehealth
[19] ehealthbeats
[7] appsdesalud
[7] breastcancer
[7] weightloss
[6] appdesalud
[5] digitalhealth
[5] mobilehealth
[5] healthcare

Top Hashtags in Tweet in G8:
[95] mhealth

Top Hashtags in Tweet in G9:
[227] mhealth
[85] digitalhealth
[45] healthcare
[40] patientpayments
[38] ehealth
[37] patientcollections
[28] patientengagement
[26] telehealth
[23] patientexperience
[23] patientstatements

Top Hashtags in Tweet in G10:
[171] healthcare
[122] digitalhealth
[93] healthit
[73] medtech
[70] hospitals
[57] mhealth
[56] clinics
[51] healthtech
[42] cybersecurity
[41] data

Top Words
Top Words in Tweet in Entire Graph:
[1777] #mhealth
[1477] #digitalhealth
[796] #socialmedia
[784] _timos_
[587] #ai
[575] health
[506] #healthtech
[458] #healthcare
[447] #iot
[398] #digitalmarketing

Top Words in Tweet in G1:
[619] #mhealth
[240] #digitalhealth
[213] health
[122] _timos_
[115] #hcsm
[108] #healthcare
[96] eumhealthhub
[85] digital
[80] #hcsmeu
[76] #socialmedia

Top Words in Tweet in G2:
[223] #ai
[193] _sivasai
[185] #digitalhealth
[165] #mhealth
[157] #ml
[135] #python
[134] #iot
[132] #machinelearning
[130] care
[130] #hospitalstalktolovedones

Top Words in Tweet in G3:
[20] #digitalhealth
[18] lizashallpayne
[18] need
[17] ics
[17] roundtable
[17] skills
[16] roylilley
[16] lisaemnhs
[15] meets
[15] register

Top Words in Tweet in G4:
[539] #digitalhealth
[461] #socialmedia
[308] _timos_
[304] #digitalmarketing
[272] #ai
[269] #industry40
[268] #mhealth
[264] #iot
[260] #healthtech
[211] gt

Top Words in Tweet in G5:
[65] mhealth
[26] журнал
[25] health
[13] market
[13] мужской
[13] men's
[12] mobile
[12] #mhealth
[10] global
[10] industry

Top Words in Tweet in G6:
[47] jmirpub
[46] jmir
[39] #mhealth
[34] mhealth
[27] use
[23] based
[20] review
[18] self
[15] peer
[15] smartphone

Top Words in Tweet in G7:
[50] #mhealth
[36] ecological
[36] momentary
[28] salud
[27] #ehealth
[25] fundacionisys
[24] co
[23] interventions
[22] paper
[22] lilianalaranjo

Top Words in Tweet in G8:
[95] #mhealth
[94] co
[93] xa
[93] sbr
[93] gracias
[93] leer
[88] cambiazo
[88] climático
[70] xmbkp4kvrg
[62] dralfonsovidal

Top Words in Tweet in G9:
[227] #mhealth
[85] #digitalhealth
[65] healthcare
[63] patient
[48] #healthcare
[40] #patientpayments
[38] #ehealth
[37] #patientcollections
[36] digital
[32] health

Top Words in Tweet in G10:
[167] #healthcare
[157] hubbucket
[122] #digitalhealth
[93] #healthit
[73] #medtech
[70] #hospitals
[57] #mhealth
[56] #clinics
[51] #healthtech
[45] hubdataops

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[792] #digitalhealth,#socialmedia
[398] #socialmedia,#digitalmarketing
[221] gt,gt
[124] #iot,#iiot
[106] #digitalhealth,#healthit
[102] #ehealth,#mhealth
[98] based,care
[96] team,based
[94] sbr,#mhealth
[94] #mhealth,gracias

Top Word Pairs in Tweet in G1:
[87] #mhealth,#hcsm
[78] #hcsm,#hcsmeu
[75] #digitalhealth,#socialmedia
[44] gt,gt
[31] gym,tuttrainer
[31] '#mhealth,industry
[30] #smallcap,60
[30] industry,perspective'
[29] digital,health
[26] mobile,health

Top Word Pairs in Tweet in G2:
[112] #iot,#iiot
[93] team,based
[93] based,care
[79] #machinelearning,#ai
[76] #digitalhealth,#socialmedia
[71] #ai,#ml
[67] #100daysofcode,#python
[65] #iiot,#ml
[62] #ai,#python
[62] #python,#rstats

Top Word Pairs in Tweet in G3:
[17] skills,need
[15] roylilley,meets
[15] meets,lisaemnhs
[15] ihm_tweets,ics
[15] ics,#digitalhealth
[15] #digitalhealth,roundtable
[13] need,roylilley
[12] roundtable,skills
[10] lisaemnhs,cio
[9] digital,health

Top Word Pairs in Tweet in G4:
[461] #digitalhealth,#socialmedia
[304] #socialmedia,#digitalmarketing
[140] gt,gt
[67] #ai,#iot
[63] #digitalmarketing,#ai
[62] #healthtech,#iot
[59] #healthtech,#ai
[59] #digitalmarketing,#healthtech
[57] #iot,#industry40
[56] #mhealth,#healthtech

Top Word Pairs in Tweet in G5:
[13] журнал,mhealth
[13] mhealth,мужской
[13] мужской,журнал
[13] журнал,men's
[13] men's,health
[6] billion,2025
[5] mhealth,market
[5] mobile,health
[4] industry,trends
[4] trends,share

Top Word Pairs in Tweet in G6:
[28] jmir,mhealth
[26] jmirpub,jmir
[15] peer,review
[11] physical,activity
[10] ecological,momentary
[9] text,messaging
[9] jmirpub,peer
[8] #smartphone,#mhealth
[7] automated,text
[7] location,data

Top Word Pairs in Tweet in G7:
[36] ecological,momentary
[21] #ehealth,#mhealth
[18] paper,smartphone
[18] smartphone,delivered
[18] delivered,ecological
[18] momentary,interventions
[18] interventions,based
[18] based,ecological
[18] momentary,assessments
[17] lilianalaranjo,paper

Top Word Pairs in Tweet in G8:
[93] sbr,#mhealth
[93] #mhealth,gracias
[93] gracias,leer
[88] cambiazo,climático
[88] climático,co
[70] co,xmbkp4kvrg
[70] xmbkp4kvrg,xa
[59] dralfonsovidal,cambiazo
[55] xa,consalud_es
[55] consalud_es,sbr

Top Word Pairs in Tweet in G9:
[26] #mhealth,#digitalhealth
[22] #mhealth,#patientpayments
[17] #mhealth,#patientcollections
[14] digital,health
[14] #mhealth,#healthcare
[14] #mhealth,#patientengagement
[14] #patientpayments,#mhealth
[13] #healthcare,#healthtech
[12] #mhealth,#patientexperience
[12] link,#mhealth

Top Word Pairs in Tweet in G10:
[82] #digitalhealth,#healthit
[56] #hospitals,#clinics
[53] #medtech,#mhealth
[49] #healthit,#healthtech
[43] #healthtech,#medtech
[38] #healthcare,#hospitals
[37] hubbucket,hubdevops
[37] hubdevops,hubdataops
[34] #clinics,#digitalhealth
[26] #healthcare,#lifesciences

Top Replied-To
Top Replied-To in Entire Graph:
@hospitalstalkto
@olgatgn
@isansys
@essexpr
@aircadets
@gorerangecap
@ravicmario
@lumahealthhq
@mattsakumoto
@comsalud

Top Replied-To in G1:
@isansys
@gorerangecap
@itudevelopment
@tinymedicalapps
@neetabhatia
@comsalud
@ravicmario
@lumahealthhq
@mattsakumoto
@shaan_khurshid

Top Replied-To in G2:
@hospitalstalkto
@thl_medical
@_atanas_

Top Replied-To in G6:
@jissycyriac

Top Replied-To in G7:
@olgatgn

Top Replied-To in G8:
@dralfonsovidal

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@_sivasai
@hubbucket
@_atanas_
@analytics_699
@eumhealthhub
@mailmystatement
@kred
@dralfonsovidal
@jmirpub

Top Mentioned in G1:
@_timos_
@eumhealthhub
@mailmystatement
@thibaudguymard
@tuttrainer
@ariannacblue
@itu
@hubbucket
@fundacionisys
@who

Top Mentioned in G2:
@_sivasai
@_timos_
@_atanas_
@analytics_699
@kred
@eli_krumova
@mayoclinic
@hospitalstalkto
@teckroofficial
@dhpsp

Top Mentioned in G3:
@orchahealth
@roylilley
@lisaemnhs
@lizashallpayne
@ihm_tweets
@wearablesexpert
@ukthcnews
@timandnews
@thedhsociety
@tsavoice

Top Mentioned in G4:
@_timos_
@hikm_conference
@gthomelab
@drkmarberry
@cdaitgt
@analytics_699
@g_hitman
@dr_scottmc
@profnfenton
@williammarsh_qm

Top Mentioned in G5:
@chino_api
@gotchka

Top Mentioned in G6:
@jmirpub
@jissycyriac
@lli_1
@va_choir
@annabeuk
@cloudypain
@lousiecook
@cfe_uom
@uom_mrc_dtp
@the_mrc

Top Mentioned in G7:
@fundacionisys
@lilianalaranjo
@boticonsejo
@sociedad_semi
@asociacioninvi
@mobilemediacomm
@chemacepeda
@xemio_org
@drannasingleton
@rebeccaraeside

Top Mentioned in G8:
@dralfonsovidal
@consalud_es
@thl_medical
@maria6tata
@_atanas_
@enricomolinari
@esc_journals
@100daysof2020
@xaelbot
@botsecx

Top Mentioned in G9:
@mailmystatement
@drjhonatanmd
@digitalsalutem
@_timos_
@icthealth_int
@icthealth_nl
@derek_griffin1
@sarahclarkbdm
@hjturn58
@hughdsullivan

Top Mentioned in G10:
@hubbucket
@hubdataops
@hubdevops
@rosenchild
@hubbucketedge
@hubiomt
@technative
@technativewire
@_timos_
@hubclouds

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@evankirstel
@thedeveloperbot
@cybersecurityn8
@viralvideovlogs
@rosenchild

Top Tweeters in G1:
@eleconomista
@caring_mobile
@att
@editaola
@google
@mangobilling
@dra_teraizamesa
@wrkfromhomeman
@techinjektion
@migueldlacamara

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@ipythonistabot
@discovertech3
@morolswediu
@jfsebastian146

Top Tweeters in G3:
@roylilley
@techthings_iot
@maneeshjuneja
@cumpstonarchive
@colorofchange
@ihm_tweets
@thercot
@change
@andybleaden
@spinalinjuries

Top Tweeters in G4:
@artificialbra1n
@538355
@stanleyepstein
@_timos_
@prosper_kenn
@manifattura40
@fortivus
@e_nterdiscipl
@gosquad22
@enderton_justin

Top Tweeters in G5:
@eprnetwork
@deletedbymps
@dataemia
@myjournals
@tripdatabase
@masmazcom
@cackerman1
@pilotzinoticias
@sololeon
@pivottwistdev

Top Tweeters in G6:
@omarmangeli
@shigekzishihara
@aftjae
@sbc111
@jmirpub
@erinmichos
@the_mrc
@sharonnehayes
@smart_md
@physioktbroker

Top Tweeters in G7:
@evidencerobot
@iotcybersec24
@elenasaiz63
@rosataberner
@uct_ichlibrary
@tripleplates
@chemacepeda
@uct_bmhsl
@preventivebot
@angelesrzvz

Top Tweeters in G8:
@caval100
@ranyamir
@fosforo777
@maria6tata
@laporres
@consalud_es
@chichodisanto
@catiraeli
@davipc19
@manudumanuel

Top Tweeters in G9:
@mlb0t
@ennomnom
@iot_technojeder
@digitaltransf11
@johnnosta
@lucasoft_co_uk
@mailmystatement
@staroneconsult
@rasushrestha
@zgjr

Top Tweeters in G10:
@cybersec_feeds
@rosenchild
@ml_tweet_bot
@hubbucket
@blkhwk0ps
@satyajit1910
@brainroaring
@cephalopodluke2
@cybazesocial
@technative