mhealth, Twitter, 12/28/2020 9:35:58 PM, 244246


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mhealth_2020-12-27_17-47-00.xlsx
mhealth_2020-12-27_17-47-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 28, 2020
Short Description:
mhealth via NodeXL https://bit.ly/3aSXRSP
@caring_mobile
@enricomolinari
@bsccetec
@analytics_699
@_timos_
@wearablesexpert
@cardiogramapps
@realtechmatters
@orchahealth
@mobiuso

Top hashtags:
#mhealth
#digitalhealth
#ai
#socialmedia
#iot
#analytics
#rstats

Description:
Description
The graph represents a network of 2,097 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, 28 December 2020 at 01:56 UTC.

The requested start date was Monday, 28 December 2020 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, 12-hour, 4-minute period from Monday, 14 December 2020 at 01:08 UTC to Sunday, 27 December 2020 at 13:13 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 : 2097
Unique Edges : 2054
Edges With Duplicates : 7615
Total Edges : 9669
Number of Edge Types : 5
Retweet : 2913
MentionsInRetweet : 4192
Tweet : 974
Mentions : 1542
Replies to : 48
Self-Loops : 1031
Reciprocated Vertex Pair Ratio : 0.040621266427718
Reciprocated Edge Ratio : 0.0780711825487945
Connected Components : 151
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 1696
Maximum Edges in a Connected Component : 8978
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.812533
Graph Density : 0.000792662727924662
Modularity : 0.311763
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,097 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, 28 December 2020 at 01:56 UTC.

The requested start date was Monday, 28 December 2020 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, 12-hour, 4-minute period from Monday, 14 December 2020 at 01:08 UTC to Sunday, 27 December 2020 at 13:13 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:
[82] http://www.socialpharma.net
[59] https://consalud.es/opinion/no-diremos-sueno_90096_102.html
[41] https://consalud.es/opinion/capsula-covid_89400_102.html
[40] https://trendingpractice.com/
[31] http://TheHerdLocker.com
[26] https://www.statnews.com/2020/12/14/oura-apple-watch-covid-wearables/
[21] https://futurism.com/neoscope/ian-mckellen-euphoric-taking-covid-vaccine?mc_eid=031db77859&mc_cid=92112988b3
[20] https://www.statnews.com/2020/12/09/google-health-studies-apple/
[19] https://www.siliconvalley.com/2020/12/15/should-disneyland-create-a-disney-bubble/?utm_source=dlvr.it&utm_medium=twitter
[17] https://mhealthintelligence.com/news/new-app-pushes-better-mhealth-telehealth-provider-communication

Top URLs in Tweet in G1:
[19] https://futurism.com/neoscope/ian-mckellen-euphoric-taking-covid-vaccine?mc_eid=031db77859&mc_cid=92112988b3
[5] http://www.socialpharma.net
[4] https://futurism.com/neoscope/research-mask-mandates-fight-covid-19-spread?mc_eid=031db77859&mc_cid=0c5ed0380b
[4] https://www.bloombergquint.com/onweb/astra-azn-ceo-lands-mega-deal-defends-vaccine-in-quarantine?utm_source=dlvr.it&utm_medium=twitter
[3] https://futurism.com/neoscope/fauci-says-greatest-fear-antivaxxers?mc_eid=031db77859&mc_cid=ffb97175b9
[3] https://www.businessinsider.com/coronavirus-covid19-day-by-day-symptoms-patients-2020-2?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[3] https://futurism.com/qualia-immune-system-support?mc_cid=0c5ed0380b&mc_eid=031db77859
[3] https://www.bloombergquint.com/business/n-y-deaths-rise-with-u-s-vaccine-debut-imminent-virus-update?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.siliconvalley.com/2020/12/15/should-disneyland-create-a-disney-bubble/?utm_source=dlvr.it&utm_medium=twitter
[3] https://twinybots.ch/

Top URLs in Tweet in G2:
[37] https://trendingpractice.com/
[14] http://www.socialpharma.net
[12] https://consalud.es/opinion/no-diremos-sueno_90096_102.html
[12] https://www.fphighimpactpractices.org/briefs/digital-health-to-support-family-planning-providers/
[8] https://www.statnews.com/2020/12/14/oura-apple-watch-covid-wearables/
[6] https://mhealthintelligence.com/news/new-app-pushes-better-mhealth-telehealth-provider-communication
[6] https://www.statnews.com/2020/12/09/google-health-studies-apple/
[5] https://teckro.com/five-years-connecting-clinical-study-stakeholders?utm_campaign=5%20Year%20Anniversary&utm_content=148965232&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[5] https://www.mobihealthnews.com/news/emea/ask-nhs-app-streamlines-access-flu-vaccinations-0
[5] http://TheHerdLocker.com

Top URLs in Tweet in G3:
[4] http://mhealth.mobiuso.com/?read=https%3A%2F%2Finnerjam.com%2Fcoping-with-anxiety-during-covid-19%2F
[3] https://www.codementor.io/@parthbarot/how-mhealth-apps-are-revolutionizing-healthcare-1d5jk5v41z
[3] https://www.kingsfund.org.uk/publications/digital-revolution
[3] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fhealthcareweekly.com%2F5-smart-technologies-for-outpatient-care%2F
[2] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.openaccessgovernment.org%2Fhiv-care%2F100068%2F
[2] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.mirrorreview.com%2Fhow-telehealth-is-improving-healthcare-efficiency%2F
[2] https://medicalxpress.com/news/2020-12-ai-post-stroke-depression-survivors-treatment.html
[2] https://www.digitalhealth.net/2020/12/year-of-the-nurse-microsofts-cno-reflects-on-2020-and-tech-in-nursing/
[1] https://www.healthcareit.com.au/article/transforming-mental-health-outcomes-analytics
[1] https://www.healio.com/news/nephrology/20201214/survey-despite-interest-mobile-health-literacy-and-app-use-low-in-patients-with-ckd

Top URLs in Tweet in G4:
[62] http://www.socialpharma.net
[17] https://www.statnews.com/2020/12/14/oura-apple-watch-covid-wearables/
[14] 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
[14] https://www.statnews.com/2020/12/09/google-health-studies-apple/
[14] https://www.siliconvalley.com/2020/12/15/should-disneyland-create-a-disney-bubble/?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.digitalhealth.net/2020/12/new-advanced-ai-solution-to-process-gp-clinical-correspondence/?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.mobihealthnews.com/news/oscar-files-go-public?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.bloombergquint.com/business/n-y-deaths-rise-with-u-s-vaccine-debut-imminent-virus-update?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.bloombergquint.com/onweb/astra-azn-ceo-lands-mega-deal-defends-vaccine-in-quarantine?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.bloombergquint.com/coronavirus-outbreak/bharat-biotech-ocugen-to-co-develop-covaxin-for-us-market?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[23] http://TheHerdLocker.com
[4] https://www.mobihealthnews.com/news/emea/british-tech-firm-launches-fit-fly-digital-health-passport-air-travel
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fdiscerning-odors-using-machine-learning-2f675465e68
[3] https://news.mit.edu/2020/machine-learning-health-care-system-understands-when-to-step-in-0731
[2] https://journals.sagepub.com/doi/full/10.1177/0004867420976846?cookieSet=1
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-020-78799-w
[2] https://www.sciencedaily.com/releases/2020/12/201215121152.htm
[2] https://www.forbes.com/sites/bernardmarr/2020/11/23/the-5-biggest-healthcare-trends-in-2021-everyone-should-be-ready-for-today/?sh=3673925021c0
[1] http://theherdlocker.com/tweet/popularity/mHealth
[1] https://www.meetup.com/mHealth-Israel/events/275049333

Top URLs in Tweet in G6:
[6] https://mhealthintelligence.com/news/new-app-pushes-better-mhealth-telehealth-provider-communication
[5] https://mhealthintelligence.com/news/google-unveils-mhealth-app-new-study-on-respiratory-illnesses
[3] https://profmoosa.com/encouraging-health-workers-to-use-mhealth/
[2] https://mhealthintelligence.com/news/new-app-pushes-better-mhealth-telehealth-provider-communication?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.codementor.io/@parthbarot/how-mhealth-apps-are-revolutionizing-healthcare-1d5jk5v41z
[2] https://www.thedigitalgroup.com/products/pulserx/
[1] https://www.bloombergquint.com/onweb/astra-azn-ceo-lands-mega-deal-defends-vaccine-in-quarantine?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.linkedin.com/slink?code=dBPvb7g
[1] https://mhealth.jmir.org/2018/3/e55/
[1] https://relevant.software/blog/11-hospital-mobile-apps/?ref=quuu

Top URLs in Tweet in G7:
[4] https://mhealth.jmir.org/2020/12/e25137/
[3] https://mhealth.jmir.org/2020/12/e17139/
[2] https://twitter.com/jmirpub/status/1341751561811202048
[2] https://www.jmir.org/2020/12/e24268/
[2] http://www.fundacionisys.org/images/mediateca/SaladePrensa/Estudio_Retrospectivo_Apps_de_Salud_Fundacion_iSYS.pdf?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficodiciembre
[2] https://www.xemio.org/es/el-blog-de-xemio-blog/148-la-nueva-version-de-la-aplicacion-de-xemio-se-integrara-en-un-proyecto-europeo-sobre-cancer-y-big-data?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficodiciembre
[2] https://mhealth.jmir.org/2020/10/e20353
[1] https://mhealth.jmir.org/2020/11/e15717/
[1] https://mhealth.jmir.org/2020/12/e23622/
[1] https://mhealth.jmir.org/2020/12/e20214/

Top URLs in Tweet in G8:
[1] https://www.madinamerica.com/2020/12/psychosocial-disability-rights-digital-mental-health-interview-piers-gooding/
[1] https://analyticsindiamag.com/top-ai-based-mental-health-apps-of-2020/
[1] https://www.nursingtimes.net/opinion/mental-health-feels-like-the-final-frontier-21-12-2020/
[1] https://www.goskagit.com/news/local_news/mental-health-pandemic-has-had-wide-ranging-effects/article_8bd98da6-b8ca-580d-bab8-f87b306384c2.html
[1] https://www.technologynetworks.com/neuroscience/articles/will-technology-lead-to-the-next-wave-of-mental-health-treatment-343902
[1] https://www.healthcareitnews.com/news/emea/roundup-middle-east-telehealth-forum-gains-sponsorship-eit-health-competition-winners
[1] https://www.clickondetroit.com/all-about-ann-arbor/2020/12/16/ann-arbors-workit-health-raises-12-million-in-series-b-funding-round/#//
[1] https://www.youtube.com/watch?v=YnBXHqCHa_s

[1] https://www.mobihealthnews.com/news/emea/swedish-startup-sees-247-boost-sales-brain-stimulation-headsets-during-pandemic
[1] https://www.prnewswire.com/news-releases/ableto-and-map-health-management-partner-to-support-aetna-members-with-comprehensive-coordinated-virtual-mental-health-care-301192598.html

Top URLs in Tweet in G9:
[46] https://consalud.es/opinion/no-diremos-sueno_90096_102.html
[40] https://consalud.es/opinion/capsula-covid_89400_102.html
[8] https://www.consalud.es/opinion/no-diremos-sueno_90096_102.html
[6] https://www.consalud.es/opinion/capsula-covid_89400_102.html
[1] http://TheHerdLocker.com
[1] https://eurekalert.org/pub_releases/2020-12/kp-jwt121520.php
[1] https://www.pasionmovil.com/plataformas/android/app-estudios-google-health-studies/#disqus_thread

Top URLs in Tweet in G10:
[2] https://innovationorigins.com/mhealth-get-a-monitoring-app-on-a-doctors-prescription/
[2] https://academic.oup.com/crawlprevention/governor?content=%2feurjcn%2fadvance-article%2fdoi%2f10.1093%2feurjcn%2fzvaa014%2f6031440
[1] https://twitter.com/fibricheck/status/1339881965701505024
[1] https://academic.oup.com/europace/advance-article/doi/10.1093/europace/euaa201/5901680
[1] https://twitter.com/accintouch/status/1342865765951827970
[1] https://www.fibricheck.com/dutch-clinic-prescribes-remote-monitoring-to-777-heart-patients-during-the-covid-19-pandemic/?utm_source=twitter&utm_medium=social&utm_campaign=fibricheckplus
[1] https://www.fibricheck.com/2020-a-year-of-challenges-and-triumphs-for-fibricheck/
[1] https://twitter.com/lisneubeck/status/1338463121493680130

Top Domains
Top Domains in Tweet in Entire Graph:
[266] bloombergquint.com
[194] siliconvalley.com
[136] mobihealthnews.com
[127] httpslink.com
[115] consalud.es
[110] teckro.com
[84] gadgetsandwearables.com
[82] socialpharma.net
[78] twitter.com
[71] digitalhealth.net

Top Domains in Tweet in G1:
[32] futurism.com
[32] bloombergquint.com
[15] siliconvalley.com
[7] gadgetsandwearables.com
[6] businessinsider.com
[6] twitter.com
[6] digitalhealth.net
[5] socialpharma.net
[3] hbr.org
[3] twinybots.ch

Top Domains in Tweet in G2:
[110] teckro.com
[54] mobihealthnews.com
[40] httpslink.com
[37] trendingpractice.com
[32] siliconvalley.com
[32] bloombergquint.com
[28] mhealthintelligence.com
[23] twitter.com
[22] medigy.com
[18] medium.com

Top Domains in Tweet in G3:
[13] mobiuso.com
[3] codementor.io
[3] org.uk
[3] digitalhealth.net
[3] medicalxpress.com
[1] com.au
[1] healio.com
[1] co.uk
[1] healthcareguys.com
[1] businessinsider.com

Top Domains in Tweet in G4:
[191] bloombergquint.com
[142] siliconvalley.com
[87] httpslink.com
[62] socialpharma.net
[58] gadgetsandwearables.com
[54] digitalhealth.net
[31] statnews.com
[30] medium.com
[25] mobihealthnews.com
[24] theverge.com

Top Domains in Tweet in G5:
[42] mobihealthnews.com
[24] theherdlocker.com
[10] bloombergquint.com
[5] siliconvalley.com
[4] mit.edu
[3] gadgetsandwearables.com
[3] medium.com
[3] twitter.com
[3] citrussuite.com
[2] sagepub.com

Top Domains in Tweet in G6:
[18] mhealthintelligence.com
[6] twitter.com
[4] jmir.org
[3] mhealth.org
[3] abnewswire.com
[3] profmoosa.com
[2] google.com
[2] codementor.io
[2] mhealthwatch.jp
[2] thedigitalgroup.com

Top Domains in Tweet in G7:
[24] jmir.org
[14] fundacionisys.org
[8] xemio.org
[4] tectales.com
[2] twitter.com
[1] biocat.cat
[1] larazon.es
[1] mitsha.re
[1] medicalxpress.com
[1] youtube.com

Top Domains in Tweet in G8:
[8] thejournalofmhealth.com
[2] prnewswire.com
[1] madinamerica.com
[1] analyticsindiamag.com
[1] nursingtimes.net
[1] goskagit.com
[1] technologynetworks.com
[1] healthcareitnews.com
[1] clickondetroit.com
[1] youtube.com

Top Domains in Tweet in G9:
[100] consalud.es
[1] theherdlocker.com
[1] eurekalert.org
[1] pasionmovil.com

Top Domains in Tweet in G10:
[3] twitter.com
[3] oup.com
[2] fibricheck.com
[2] innovationorigins.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1893] mhealth
[1172] digitalhealth
[1031] ai
[596] socialmedia
[545] iot
[474] analytics
[387] rstats
[373] healthtech
[329] ehealth
[308] healthcare



Top Hashtags in Tweet in G1:
[199] mhealth
[198] ai
[183] ehealth
[127] iot
[75] digitalhealth
[58] socialmedia
[46] fintech
[44] covid19
[42] marketing
[41] medtech

Top Hashtags in Tweet in G2:
[654] mhealth
[285] digitalhealth
[133] ai
[118] healthcare
[111] clinicaltrials
[97] medtech
[96] pharma
[88] meded
[82] covid19
[81] teckrotheanswer

Top Hashtags in Tweet in G3:
[2] ehealth
[2] mhealth
[2] ai
[2] telehealth
[2] healthcare
[1] wearable
[1] iot
[1] vaccine
[1] 5g

Top Hashtags in Tweet in G4:
[617] digitalhealth
[502] mhealth
[445] socialmedia
[247] digitalmarketing
[209] ai
[206] iot
[200] healthtech
[176] industry40
[100] healthcare
[70] wearables

Top Hashtags in Tweet in G5:
[478] ai
[441] analytics
[363] rstats
[237] machinelearning
[213] reactjs
[171] iot
[167] ml
[150] bigdata
[146] ar
[146] vr

Top Hashtags in Tweet in G6:
[29] mhealth
[11] digitalhealth
[7] healthcare
[7] telehealth
[6] healthtech
[5] app
[4] technology
[3] ai
[3] health
[2] deltacarekcmo

Top Hashtags in Tweet in G7:
[48] mhealth
[24] digitalhealth
[23] ehealth
[18] saluddigital
[14] health
[12] divulgacionsalud
[10] informacionsalud
[9] covid19
[9] salud
[9] cancerdemama

Top Hashtags in Tweet in G8:
[22] mhealth
[20] mentalhealth
[20] digitalhealth
[19] healthtech
[8] healthcare
[6] medtwitter
[6] hcsm
[5] startups
[5] pandemic
[5] telehealth

Top Hashtags in Tweet in G9:
[103] mhealth
[11] ipde
[2] saludmovil
[1] apps
[1] android

Top Hashtags in Tweet in G10:
[7] telecheckaf
[6] mhealth
[4] covid19
[4] teleconsultations
[2] digitalhealth
[1] covid_19
[1] symptom
[1] cartoon

Top Words
Top Words in Tweet in Entire Graph:
[1894] #mhealth
[1173] #digitalhealth
[1031] #ai
[617] enricomolinari
[604] _timos_
[596] #socialmedia
[545] #iot
[474] #analytics
[458] health
[387] #rstats

Top Words in Tweet in G1:
[564] enricomolinari
[199] #mhealth
[198] #ai
[183] #ehealth
[139] realtechmatters
[127] #iot
[75] #digitalhealth
[70] _timos_
[59] wheelchairs
[58] #socialmedia

Top Words in Tweet in G2:
[655] #mhealth
[285] #digitalhealth
[150] health
[146] teckroofficial
[133] #ai
[126] more
[118] #healthcare
[117] _timos_
[111] #clinicaltrials
[97] #medtech

Top Words in Tweet in G3:
[15] bsccetec
[12] nicochan33
[12] firas_sarhan1
[9] covid
[9] digital
[8] 19
[8] nhsstaffcovid19
[7] mhealth
[6] enricomolinari
[6] healthcare

Top Words in Tweet in G4:
[618] #digitalhealth
[502] #mhealth
[445] #socialmedia
[394] _timos_
[247] #digitalmarketing
[237] gt
[209] #ai
[206] #iot
[200] #healthtech
[176] #industry40

Top Words in Tweet in G5:
[478] #ai
[441] #analytics
[363] #rstats
[343] analytics_699
[237] #machinelearning
[213] #reactjs
[171] #iot
[167] #ml
[150] #bigdata
[146] #ar

Top Words in Tweet in G6:
[55] mhealth
[29] #mhealth
[27] health
[19] market
[16] app
[13] mobile
[12] telehealth
[12] people
[11] #digitalhealth
[11] healthcare

Top Words in Tweet in G7:
[48] #mhealth
[32] mhealth
[24] #digitalhealth
[23] study
[23] #ehealth
[21] jmir
[18] #saluddigital
[17] app
[15] researchers
[14] #health

Top Words in Tweet in G8:
[22] #mhealth
[20] #mentalhealth
[20] #digitalhealth
[19] #healthtech
[19] health
[18] mental
[9] digital
[9] patients
[8] #healthcare
[8] support

Top Words in Tweet in G9:
[103] #mhealth
[100] xa
[100] consalud_es
[100] sbr
[91] gracias
[69] dralfonsovidal
[54] diremos
[54] sueño
[54] lee
[54] comparte

Top Words in Tweet in G10:
[27] fibricheck
[27] year
[18] dominik_linz
[13] managed
[12] drafzalsohaib
[11] rbcasado
[11] moscoso_costa
[11] drjohnm
[11] drtomlinsonep
[11] abollmannmd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[594] #digitalhealth,#socialmedia
[302] #ai,#rstats
[298] #socialmedia,#digitalmarketing
[228] #analytics,#ai
[226] #rstats,#reactjs
[212] gt,gt
[199] covid,19
[179] #ehealth,#mhealth
[153] #ai,#iot
[153] #iot,#iiot

Top Word Pairs in Tweet in G1:
[126] enricomolinari,#ehealth
[115] realtechmatters,enricomolinari
[99] #ehealth,#mhealth
[97] #mhealth,#ai
[88] #ai,#iot
[58] #digitalhealth,#socialmedia
[57] enricomolinari,#mhealth
[48] enricomolinari,#ai
[46] chair,helps
[46] helps,work

Top Word Pairs in Tweet in G2:
[80] #digitalhealth,#socialmedia
[73] #mhealth,#medtech
[73] #medtech,#meded
[73] #meded,#pharma
[73] #pharma,#ai
[72] #clinicaltrials,#teckrotheanswer
[72] #ai,#biotech
[70] #protocol,#mhealth
[66] #trials,#protocol
[64] #clinicaltrial,#trials

Top Word Pairs in Tweet in G3:
[8] covid,19
[4] coping,anxiety
[4] anxiety,stress
[4] stress,covid
[4] 19,during
[4] during,isolation
[4] isolation,haydencd
[4] haydencd,anxietyuk
[4] anxietyuk,_1anxiety
[4] _1anxiety,nctsn

Top Word Pairs in Tweet in G4:
[444] #digitalhealth,#socialmedia
[247] #socialmedia,#digitalmarketing
[158] gt,gt
[82] covid,19
[63] #digitalmarketing,#ai
[48] #ai,#mhealth
[47] #healthtech,#iot
[46] #mhealth,#healthtech
[46] #industry40,#healthtech
[43] gt,#digitalhealth

Top Word Pairs in Tweet in G5:
[283] #ai,#rstats
[213] #rstats,#reactjs
[212] #analytics,#ai
[136] #iot,#iiot
[130] #analytics,#ar
[124] #ml,#analytics
[124] #ai,#bigdata
[105] #reactjs,#iot
[104] #machinelearning,#ai
[96] #linux,#serverless

Top Word Pairs in Tweet in G6:
[10] mhealth,market
[7] app,pushes
[7] pushes,better
[7] better,mhealth
[7] mhealth,telehealth
[7] telehealth,provider
[7] provider,communication
[5] covid,19
[5] study,respiratory
[5] respiratory,illnesses

Top Word Pairs in Tweet in G7:
[20] jmir,mhealth
[10] 60,person
[10] person,task
[10] task,force
[10] force,including
[10] including,mitll
[10] mitll,researchers
[10] researchers,published
[10] published,study
[10] study,reviewing

Top Word Pairs in Tweet in G8:
[14] mental,health
[8] #mentalhealth,#digitalhealth
[7] #digitalhealth,#healthtech
[7] #healthtech,#mhealth
[6] #digitalhealth,#mhealth
[5] top,ai
[5] ai,based
[5] based,mental
[5] health,apps
[5] apps,2020

Top Word Pairs in Tweet in G9:
[100] xa,consalud_es
[100] consalud_es,sbr
[100] sbr,#mhealth
[54] diremos,sueño
[54] sueño,xa
[54] lee,comparte
[47] comparte,gracias
[46] cápsula,covid
[46] covid,xa
[44] #mhealth,gracias

Top Word Pairs in Tweet in G10:
[11] moscoso_costa,drjohnm
[11] drtomlinsonep,abollmannmd
[11] abollmannmd,bogdienache
[10] rbcasado,moscoso_costa
[9] exciting,year
[9] year,fibricheck
[9] fibricheck,together
[9] together,partners
[9] partners,managed
[9] managed,turn

Top Replied-To
Top Replied-To in Entire Graph:
@isansys
@sam_l_connolly
@toddgordonta
@adribaran
@acollinsrosell
@connect_mhealth
@panosjee
@p4_project
@cardno
@kamayatenista

Top Replied-To in G2:
@toddgordonta
@cardno
@p4_project
@kamayatenista
@apple
@mapsgroup

Top Replied-To in G4:
@isansys
@northwellhealth

Top Replied-To in G7:
@appradarcovid
@yotecuidoapp

Top Replied-To in G10:
@adribaran
@drafzalsohaib
@iamritu
@rbcasado

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@analytics_699
@enricomolinari
@realtechmatters
@mailmystatement
@teckroofficial
@consalud_es
@dralfonsovidal
@eli_krumova
@humanoxsoccer

Top Mentioned in G1:
@enricomolinari
@realtechmatters
@_timos_
@futurism
@mashable
@gigadgets_
@elbeemobility
@quicktake
@analytics_699
@intengineering

Top Mentioned in G2:
@teckroofficial
@_timos_
@mailmystatement
@humanoxsoccer
@thibaudguymard
@ariannacblue
@enricomolinari
@trendpract
@garymonk
@tuftscsdd

Top Mentioned in G3:
@bsccetec
@firas_sarhan1
@nicochan33
@nhsstaffcovid19
@barnetsouthgate
@ukthcnews
@dhiscotland
@wearablesexpert
@enricomolinari
@haydencd

Top Mentioned in G4:
@_timos_
@mailmystatement
@statnews
@rww
@hjturn58
@advanceventures
@hughdsullivan
@eli_krumova
@ariannacblue
@derek_griffin1

Top Mentioned in G5:
@analytics_699
@eli_krumova
@nancytr83158469
@drrogervanriet
@_timos_
@thisisgulshan
@techopcode
@sujatvis
@_sanjaydas
@ruben_arce_s

Top Mentioned in G6:
@panacea_digital
@relevantsoft
@judsontelemed
@sikhfortruth
@pulsuum
@karimhammoudi13

Top Mentioned in G7:
@jmirpub
@mit
@mitll
@fundacionisys
@dr_jinahuhyoo
@susiecartledge
@xemio
@ascape_h2020
@xemio_org
@kelleyschool

Top Mentioned in G8:
@gimbhi1
@journal_mhealth
@wysabuddy
@hiwoebot
@happify
@elomiabot
@carebyginger
@wifispark
@compasshealth
@care_uplift

Top Mentioned in G9:
@consalud_es
@dralfonsovidal
@josemiguelcacho
@thl_medical
@kpshare
@eurekalert
@caval100
@dralfonso

Top Mentioned in G10:
@dominik_linz
@fibricheck
@moscoso_costa
@drjohnm
@drtomlinsonep
@abollmannmd
@bogdienache
@drafzalsohaib
@rbcasado
@prashsanders

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@independent
@evankirstel
@femtech_
@bigtimefootball
@life_sciences_
@xaelbot
@rosenchild
@aldoceccarelli

Top Tweeters in G1:
@sectest9
@evankirstel
@aldoceccarelli
@businessinsider
@morgfair
@cybersecurityn8
@fintechna
@humbertozamorar
@sufiy
@ssxman2

Top Tweeters in G2:
@chidambara09
@rosenchild
@legal_alerts
@cnbc
@hdmcardenadenis
@caring_mobile
@sim010101
@hubbucket
@ricardo_ik_ahau
@mrtallerjerry

Top Tweeters in G3:
@nicochan33
@stressfreekids
@zoocci_cokedope
@socialent_uk
@mentalhealthsoc
@thekingsfund
@asnkidney
@isolationnba
@thestrokeassoc
@haydencd

Top Tweeters in G4:
@escafint
@cultiv8hope
@forbes
@techcrunch
@_timos_
@yahyapatel
@ccprakay
@euthanasia000
@domingonarvaez1
@prosper_kenn

Top Tweeters in G5:
@xaelbot
@codegnuts
@calcaware
@llnuxbot
@andrewmorrisuk
@thedeveloperbot
@ml_tweet_bot
@womencodersbot
@serverlessfan
@oparlar

Top Tweeters in G6:
@mile_by_mile
@thearticletrunk
@abnewswire
@eprnetwork
@prison_health
@pressrelease_cc
@t_saranphat
@industrytoday
@tripdatabase
@judsontelemed

Top Tweeters in G7:
@bigtimefootball
@larazon_es
@njmike731
@greentechdon
@vikkik88
@teaminspire
@jmirpub
@mobilebot01
@accc_
@biocat_cat

Top Tweeters in G8:
@webmd
@mentalhealthbo5
@kpearny
@sciencedaily
@mariawolters
@youraat
@uniofbath
@prwebcare
@hyland
@happify

Top Tweeters in G9:
@caval100
@galarole08
@chichodisanto
@consalud_es
@joseajarne
@gaba_cala
@mamenpg_
@luisaranton
@dralfonsovidal
@jcuecam

Top Tweeters in G10:
@anastasiasmihai
@rafavidalperez
@drdave01
@iamritu
@mmamas1973
@drjohnm
@innooriginsnl
@escardio
@adribaran
@r


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