mhealth, Twitter, 5/25/2020 4:05:08 AM, 228201


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mhealth_2020-05-24_19-51-54.xlsx
mhealth_2020-05-24_19-51-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2020
Short Description:
mhealth via NodeXL https://bit.ly/2ZCsIxl
@caring_mobile
@jmirpub
@enricomolinari
@datadrivencare
@evankirstel
@_timos_
@consalud_es
@gp_pulipaka
@journal_mhealth
@techinsider

Top hashtags:
#mhealth
#digitalhealth
#healthtech
#ehealth
#ai
#iot
#covid19
#app
#digital

Description:
Description
The graph represents a network of 2,794 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, 25 May 2020 at 02:53 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 15-hour, 6-minute period from Tuesday, 12 May 2020 at 19:30 UTC to Sunday, 24 May 2020 at 10:36 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 : 2794
Unique Edges : 2420
Edges With Duplicates : 8554
Total Edges : 10974
Number of Edge Types : 5
Retweet : 3492
MentionsInRetweet : 5019
Tweet : 1073
Replies to : 80
Mentions : 1310
Self-Loops : 1143
Reciprocated Vertex Pair Ratio : 0.0454545454545455
Reciprocated Edge Ratio : 0.0869565217391304
Connected Components : 194
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 2288
Maximum Edges in a Connected Component : 10222
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.770088
Graph Density : 0.000586521011599456
Modularity : 0.352509
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,794 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, 25 May 2020 at 02:53 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 15-hour, 6-minute period from Tuesday, 12 May 2020 at 19:30 UTC to Sunday, 24 May 2020 at 10:36 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:
[428] http://www.lqventures.com/
[82] https://consalud.es/opinion/disciplina-pandemia_79035_102.html
[61] https://www.networkworld.com/article/3542679/the-pandemic-reveals-the-need-for-better-telemedicine.html
[58] http://www.socialpharma.net/
[35] https://www.consalud.es/opinion/palmas-palmitas_79914_102.html
[23] http://doc2dubai.com
[18] https://www.symplur.com/healthcare-hashtags/TelemedNow/analytics/?hashtag=TelemedNow&fdate=5/13/2020&shour=11&smin=45&tdate=5/14/2020&thour=11&tmin=45
[16] https://kaysharbor.com/blog/healthcare/how-to-build-medical-app
[16] https://www.dailymail.co.uk/sciencetech/article-8314909/Scientists-developing-app-detect-COVID-19-phone.html
[15] https://www.statnews.com/2020/05/07/artificial-intelligence-health-startups-2020-funding/

Top URLs in Tweet in G1:
[4] http://www.lqventures.com/
[2] http://www.socialpharma.net/
[2] http://www.fiercehealthcare.com/analytics/plenty-buzz-for-ai-healthcare-but-anyone-actually-using-it?utm_content=buffer34d8c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://medium.com/datadriveninvestor/applications-of-machine-learning-in-healthcare-and-the-rise-of-mhealth-611908f82a90
[1] https://www.bloombergquint.com/onweb/covid-19-patients-not-infectious-after-11-days-singapore-study?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.siliconvalley.com/2020/05/17/q-a-john-cumbers-on-how-synthetic-biology-will-change-us/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.bloombergquint.com/coronavirus-outbreak/gilead-s-remdesivir-mainly-helped-healthier-covid-19-patients?utm_source=dlvr.it&utm_medium=twitter
[1] https://gadgetsandwearables.com/2020/05/23/fitbit-versa-2-sale/
[1] https://www.mobihealthnews.com/news/senators-petition-congress-additional-2b-toward-broadband-telehealth?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.techuk.org/insights/news/item/17589-welcome-to-techuk-s-digitaltwinfuture-week?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[371] http://www.lqventures.com/
[42] http://www.socialpharma.net/
[16] http://doc2dubai.com
[12] https://www.statnews.com/2020/05/07/artificial-intelligence-health-startups-2020-funding/
[12] https://kaysharbor.com/blog/healthcare/how-to-build-medical-app
[11] https://consalud.es/opinion/disciplina-pandemia_79035_102.html
[11] https://mhealthwatch.com/livetemp-pro/?utm_source=dlvr.it&utm_medium=twitter
[11] https://mailmystatements.com/solutions/
[10] https://t.co/OEq2o5zSxx
[9] https://httpslink.com/aimedbilling

Top URLs in Tweet in G3:
[9] https://sc.ascure.technology/
[8] https://mhealth.jmir.org/2020/5/e17270/
[2] https://mhealth.jmir.org/2020/5/e16674/
[2] https://mhealth.jmir.org/2020/5/e15818/
[1] https://mhealth.jmir.org/2020/5/e14884/
[1] https://www.researchprotocols.org/2020/5/e15178/
[1] https://mhealth.jmir.org/2020/4/e17328/
[1] https://mhealth.jmir.org/2020/4/e17767/
[1] https://mhealth.jmir.org/2020/4/e17530/
[1] https://mhealth.jmir.org/2019/2/e13080/

Top URLs in Tweet in G4:
[47] http://www.lqventures.com/
[10] https://www.networkworld.com/article/3542679/the-pandemic-reveals-the-need-for-better-telemedicine.html
[9] http://www.socialpharma.net/
[7] http://doc2dubai.com
[7] https://www.hcinnovationgroup.com/covid-19/news/21138330/mhealth-study-ties-loss-of-taste-and-smell-to-covid19-probability
[5] https://www.mdedge.com/internalmedicine/article/221959/coronavirus-updates/covid-19-pregnancy-supplement-oxygen-if?channel=63993
[4] https://www.builtinla.com/2020/05/14/women-tech-discuss-changing-careers?utm_source=press_kit&utm_medium=social_media&utm_campaign=wellhealth
[4] https://www.forbes.com/sites/davidphelan/2020/05/13/new-apple-watch-patent-reveals-super-cool-future-upgrade/
[4] https://apps.apple.com/us/app/knowyourmeds-com/id1373272399?ign-mpt=uo%3D4
[4] http://www.fiercehealthcare.com/mobile/why-one-doctor-opted-for-telemedicine-over-a-traditional-hospital

Top URLs in Tweet in G5:
[45] https://www.networkworld.com/article/3542679/the-pandemic-reveals-the-need-for-better-telemedicine.html
[16] https://www.symplur.com/healthcare-hashtags/TelemedNow/analytics/?hashtag=TelemedNow&fdate=5/13/2020&shour=11&smin=45&tdate=5/14/2020&thour=11&tmin=45
[15] https://www.dailymail.co.uk/sciencetech/article-8314909/Scientists-developing-app-detect-COVID-19-phone.html
[12] https://metro.co.uk/2020/05/18/coronavirus-soon-tested-sneezing-onto-phone-12718546/?ito=article.mweb.share.top.twitter
[7] https://www.forbes.com/sites/davidphelan/2020/05/13/new-apple-watch-patent-reveals-super-cool-future-upgrade/
[5] https://www.youtube.com/watch?v=SDtV9I6KuXo&feature=youtu.be

[5] https://nypost.com/2020/05/15/faxes-and-email-old-technology-slows-covid-19-response/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[4] http://theherdlocker.com/tweet/popularity/mHealth
[2] https://newatlas.com/robotics/wyss-soft-exosuit-walking-speed-distance-stroke/
[2] https://www.forbes.com/sites/kevinanderton/2020/05/15/new-ai-helps-people-exercise-at-home-during-pandemic-infographic/

Top URLs in Tweet in G6:
[11] https://uconnuecs.cvent.com/events/the-uconn-center-for-mhealth-and-social-media-4th-annual-conference-building-an-evidence-base-for-co/event-summary-acfe00a502914ccfa746a3a8665a82fa.aspx
[4] https://link.springer.com/epdf/10.1007/s00520-020-05513-x?sharing_token=uqycPmw6n7LV-8kWFtOSlfe4RwlQNchNByi7wbcMAY5SDGyVgMswf-yyXRhQuQVF-MdUpeDLojgMmTuftfCqZEBRQpRfL_iEPT05qSoQk15xsGMSn0mrWboYRZGgaTzofLDKIt4m5rrSbMIGJ7Bkvysguf6mQwE3tdFrUF97cG8%3D
[3] https://ktar.com/story/3161719/banner-health-to-launch-virtual-waiting-room-for-appointments/
[3] https://www.politico.com/news/2020/05/17/privacy-coronavirus-tracing-261369
[3] https://twitter.com/rayychan/status/1260773763437617152
[2] https://www.facebook.com/UCONNmhealth/
[2] https://www.medtechdive.com/news/coronavirus-philips-caption-health-butterfly-ultrasound-tech/577935/
[1] https://www.youtube.com/watch?v=DHpXHOD-III&feature=youtu.be

[1] https://www.youtube.com/watch?v=waAJ68SpMMA&feature=youtu.be

[1] https://www.youtube.com/watch?v=w5lEPvI5jCQ&feature=youtu.be


Top URLs in Tweet in G7:
[3] https://www.nytimes.com/2019/03/02/opinion/sunday/diet-artificial-intelligence-diabetes.html
[3] https://www.benzinga.com/pressreleases/20/05/g16044574/the-global-mhealth-market-size-is-expected-to-reach-206-1-billion-by-2026-rising-at-a-market-growt
[2] https://www.cigniti.com/blog/mobile-healthcare-usability-testing-ux/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.mdedge.com/internalmedicine/article/221959/coronavirus-updates/covid-19-pregnancy-supplement-oxygen-if?channel=63993
[2] https://www.thedigitalgroup.com/products/pulserx/
[2] https://10booms.com/the-transformative-power-of-mobile-medicine-leveraging-innovation-seizing-opportunities-and-overcoming-obstacles-of-mhealth/
[2] https://mhealth.jmir.org/2020/5/e15888/
[2] https://appitventures.com/blog/mhealth-apps/
[1] http://www.emro.who.int/somalia/news/cases-of-covid-19-surge-in-somalia-as-do-response-efforts-for-contact-tracing.html
[1] https://socialmediatica.com/alerta-polen-la-app-para-los-alergicos-la-primavera/

Top URLs in Tweet in G8:
[71] https://consalud.es/opinion/disciplina-pandemia_79035_102.html
[29] https://www.consalud.es/opinion/palmas-palmitas_79914_102.html
[1] https://www.consalud.es/tecnologia/tecnologia-sanitaria/ropa-inteligente-aliada-tecnologica-control-salud_79401_102.html

Top URLs in Tweet in G9:
[8] https://thejournalofmhealth.com/machine-learning-and-ai-healthcares-intelligent-choice/?utm_content=129294344&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[3] https://medium.com/datadriveninvestor/applications-of-machine-learning-in-healthcare-and-the-rise-of-mhealth-611908f82a90?source=twitterShare-8f483df5187e-1589686636&_branch_match_id=link-790409916816396414
[3] https://customerthink.com/applications-of-machine-learning-in-healthcare-and-the-rise-of-mhealth/
[2] https://thejournalofmhealth.com/covid-19-uvc-wearable-launched-by-mit-team/
[2] https://www.digitalhealthonlinesummit.com/?utm_source=partner_1week
[2] https://thejournalofmhealth.com/seven-nhs-trusts-deploy-technology-to-connect-patients-with-their-loved-ones/
[2] https://thejournalofmhealth.com/its-time-to-start-combatting-the-collateral-damage-of-covid-19/
[2] https://marutitech.com/machine-learning-in-healthcare/
[2] https://customerthink.com/applications-of-machine-learning-in-healthcare-and-the-rise-of-mhealth/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.borgenmagazine.com/telemedicine-in-developing-countries/

Top URLs in Tweet in G10:
[4] http://www.lqventures.com/
[4] http://www.socialpharma.net/
[3] https://mhealthintelligence.com/news/purdue-project-uses-and-mhealth-app-to-measure-blood-hemoglobin?utm_source=dlvr.it&utm_medium=twitter
[2] https://gadgetsandwearables.com/2020/05/17/fitbit-charge-4-new-features/?utm_source=dlvr.it&utm_medium=twitter
[2] https://mhealthintelligence.com/news/maryland-launches-mhealth-program-to-screen-treat-covid-19-patients-at-home?utm_source=dlvr.it&utm_medium=twitter
[1] https://customerthink.com/applications-of-machine-learning-in-healthcare-and-the-rise-of-mhealth/
[1] https://www.linkedin.com/slink?code=e9WyKaZ
[1] https://www.bloombergquint.com/onweb/gilead-s-remdesivir-mainly-helped-healthier-covid-19-patients?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.techuk.org/insights/opinions/item/17679-integrating-tech-digital-twin-thinking-into-business-operations?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.bloombergquint.com/business/astrazeneca-aims-for-30-million-u-k-vaccine-doses-by-september?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[428] lqventures.com
[155] gadgetsandwearables.com
[140] mobihealthnews.com
[119] consalud.es
[106] bloombergquint.com
[94] twitter.com
[83] mhealthintelligence.com
[77] httpslink.com
[77] techuk.org
[73] co.uk

Top Domains in Tweet in G1:
[5] gadgetsandwearables.com
[4] lqventures.com
[3] twitter.com
[3] medium.com
[2] bloombergquint.com
[2] socialpharma.net
[2] fiercehealthcare.com
[1] siliconvalley.com
[1] mobihealthnews.com
[1] techuk.org

Top Domains in Tweet in G2:
[371] lqventures.com
[110] gadgetsandwearables.com
[94] mobihealthnews.com
[88] bloombergquint.com
[63] techuk.org
[62] httpslink.com
[42] socialpharma.net
[41] digitalhealth.net
[41] theverge.com
[37] mhealthintelligence.com

Top Domains in Tweet in G3:
[30] jmir.org
[9] ascure.technology
[3] twitter.com
[1] researchprotocols.org
[1] youtube.com
[1] nih.gov
[1] doi.org
[1] customerthink.com
[1] list-manage.com

Top Domains in Tweet in G4:
[47] lqventures.com
[40] mobihealthnews.com
[36] gadgetsandwearables.com
[22] techcrunch.com
[19] mhealthintelligence.com
[18] digitalhealth.net
[14] httpslink.com
[12] twitter.com
[12] bloombergquint.com
[11] youtube.com

Top Domains in Tweet in G5:
[45] networkworld.com
[27] co.uk
[16] symplur.com
[9] forbes.com
[7] youtube.com
[5] nypost.com
[4] theherdlocker.com
[3] newatlas.com
[3] twitter.com
[1] linkedin.com

Top Domains in Tweet in G6:
[11] cvent.com
[10] twitter.com
[9] youtube.com
[7] springer.com
[3] ktar.com
[3] mhealthintelligence.com
[3] politico.com
[2] facebook.com
[2] nih.gov
[2] medtechdive.com

Top Domains in Tweet in G7:
[7] mhealthintelligence.com
[6] jmir.org
[5] twitter.com
[4] linkedin.com
[3] nytimes.com
[3] benzinga.com
[3] evercare.ru
[2] cigniti.com
[2] who.int
[2] edu.eg

Top Domains in Tweet in G8:
[101] consalud.es

Top Domains in Tweet in G9:
[23] thejournalofmhealth.com
[5] customerthink.com
[3] medium.com
[3] mhealthintelligence.com
[2] digitalhealthonlinesummit.com
[2] marutitech.com
[2] borgenmagazine.com
[2] twitter.com

Top Domains in Tweet in G10:
[5] mhealthintelligence.com
[4] lqventures.com
[4] socialpharma.net
[3] techuk.org
[3] gadgetsandwearables.com
[2] bloombergquint.com
[1] customerthink.com
[1] linkedin.com
[1] forbes.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2370] mhealth
[828] digitalhealth
[597] healthtech
[550] ehealth
[529] ai
[343] iot
[329] covid19
[329] app
[318] digital
[298] healthcare



Top Hashtags in Tweet in G1:
[387] ehealth
[245] mhealth
[138] ai
[90] prosthetics
[82] watchman
[69] tech
[69] cobot
[65] medtech
[55] marketing
[52] netherland

Top Hashtags in Tweet in G2:
[966] mhealth
[499] digitalhealth
[309] healthtech
[275] ai
[223] socialmedia
[217] iot
[196] digitalmarketing
[194] industry40
[132] healthcare
[106] hcsm

Top Hashtags in Tweet in G3:
[273] app
[272] mobile
[263] digital
[7] health
[6] mhealth
[6] physicalactivity
[3] digitaltherapy
[3] music
[3] pain
[3] anxiety

Top Hashtags in Tweet in G4:
[522] mhealth
[187] digitalhealth
[112] healthtech
[80] covid19
[59] healthcare
[53] telemedicine
[52] telehealth
[50] ehealth
[45] medtech
[40] hcsm

Top Hashtags in Tweet in G5:
[87] mhealth
[56] telemedicine
[50] healthtech
[37] digitalhealth
[31] health
[30] telehealth
[27] ehealth
[24] healthcare
[21] telemednow
[20] medtech

Top Hashtags in Tweet in G6:
[69] mhealth
[30] uconndigital20
[9] covid19
[8] cancer
[8] telehealth
[7] digitalhealth
[6] coronavirus
[5] mobilehealth
[4] covidusa
[4] covid19us

Top Hashtags in Tweet in G7:
[19] mhealth
[12] digitalhealth
[9] covid19
[7] ehealth
[7] healthtech
[6] app
[6] healthcare
[4] telehealth
[4] medtech
[3] aihealth

Top Hashtags in Tweet in G8:
[102] mhealth
[29] felizsabado
[1] salud

Top Hashtags in Tweet in G9:
[17] healthtech
[11] mhealth
[9] healthcare
[8] ml
[7] covid
[6] covid19
[5] nhs
[4] technology
[4] telehealth
[3] coronavirus

Top Hashtags in Tweet in G10:
[59] mhealth
[53] ai
[51] machinelearning
[49] iot
[47] healthtech
[46] bigdata
[46] analytics
[46] datascience
[45] iiot
[9] designs

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[744] enricomolinari
[387] #ehealth
[381] ty
[245] #mhealth
[138] #ai
[116] techinsider
[90] #prosthetics
[84] patients
[82] 92
[82] used

Top Words in Tweet in G2:
[1399] gt
[966] #mhealth
[499] #digitalhealth
[309] #healthtech
[280] _timos_
[275] #ai
[223] #socialmedia
[217] #iot
[206] health
[196] #digitalmarketing

Top Words in Tweet in G3:
[309] mhealth
[308] jmir
[298] jmirpub
[273] #app
[272] #mobile
[270] efficacy
[268] improve
[264] stress
[263] #digital
[263] therapeutic

Top Words in Tweet in G4:
[522] #mhealth
[219] gt
[187] #digitalhealth
[153] health
[124] app
[112] #healthtech
[99] more
[79] #covid19
[77] covid
[71] 19

Top Words in Tweet in G5:
[104] evankirstel
[87] #mhealth
[56] #telemedicine
[53] reveals
[50] pandemic
[50] #healthtech
[46] need
[46] better
[46] telemedicine
[46] networkworld

Top Words in Tweet in G6:
[69] #mhealth
[40] virtual
[39] conference
[39] uconnmhealth
[30] #uconndigital20
[28] work
[27] evidence
[25] cancercaremascc
[24] register
[21] rayychan

Top Words in Tweet in G7:
[55] mhealth
[21] health
[19] #mhealth
[19] market
[17] apps
[12] app
[12] #digitalhealth
[9] #covid19
[9] patients
[9] help

Top Words in Tweet in G8:
[102] #mhealth
[101] consalud_es
[100] xa
[100] sbr
[100] gracias
[81] dralfonsovidal
[71] disciplina
[71] ante
[71] pandemia
[29] palmas

Top Words in Tweet in G9:
[22] healthcare
[18] journal_mhealth
[17] #healthtech
[17] machine
[17] learning
[15] mhealth
[12] 19
[11] #mhealth
[10] ai
[9] intelligent

Top Words in Tweet in G10:
[59] #mhealth
[53] #ai
[51] #machinelearning
[49] #iot
[47] #healthtech
[46] applications
[46] rise
[46] #bigdata
[46] #analytics
[46] #datascience

Top Word Pairs
Top Word Pairs in Tweet in G2:
[310] gt,gt
[171] gt,#digitalhealth
[98] #digitalhealth,#socialmedia
[98] #socialmedia,#digitalmarketing
[82] covid,19
[82] #mhealth,#hcsm
[82] #mhealth,#ai
[82] #digitalhealth,#mhealth
[82] #mhealth,#healthtech
[68] account,dedicated

Top Word Pairs in Tweet in G3:
[931] jmir,mhealth
[292] jmirpub,jmir
[223] mhealth,efficacy
[196] #mobile,#app
[90] efficacy,#digital
[86] #digital,therapeutic
[82] therapeutic,#mobile
[69] #app,biobase
[64] biobase,reduce
[60] reduce,stress

Top Word Pairs in Tweet in G4:
[297] gt,gt
[280] #mhealth,#healthtech
[268] covid,19
[267] #digitalhealth,#mhealth
[263] #healthtech,#digitalhealth
[263] #mhealth,#hcsm
[263] read,more
[263] learn,more
[263] gt,#digitalhealth
[263] #ehealth,#mhealth

Top Word Pairs in Tweet in G5:
[141] pandemic,reveals
[73] reveals,need
[64] need,better
[52] better,telemedicine
[30] telemedicine,#telemedicine
[30] #telemedicine,networkworld
[30] networkworld,zkerravala
[29] covid,19
[29] zkerravala,#he
[25] evankirstel,pandemic

Top Word Pairs in Tweet in G6:
[46] virtual,conference
[46] advances,future
[46] future,directions
[46] directions,#mhealth
[46] 14,15
[46] very,proud
[46] proud,cancercaremascc
[34] cancercaremascc,team
[31] team,work
[27] work,advances

Top Word Pairs in Tweet in G7:
[27] mhealth,apps
[21] mhealth,market
[21] market,size
[21] covid,19
[20] global,mhealth
[19] size,expected
[19] expected,reach
[19] reach,206
[19] 206,billion
[19] billion,2026

Top Word Pairs in Tweet in G8:
[10] xa,consalud_es
[9] consalud_es,sbr
[8] sbr,#mhealth
[8] disciplina,ante
[7] ante,pandemia
[7] pandemia,xa
[7] #mhealth,gracias
[7] dralfonsovidal,disciplina
[7] palmas,palmitas
[7] palmitas,xa

Top Word Pairs in Tweet in G9:
[100] machine,learning
[100] learning,ai
[100] ai,healthcare
[71] healthcare,intelligent
[71] intelligent,choice
[71] choice,#ml
[71] #ml,#healthtech
[58] #healthtech,journal_mhealth
[29] healthcare,rise
[29] rise,mhealth

Top Word Pairs in Tweet in G10:
[17] #ai,#iot
[8] applications,#machinelearning
[8] #machinelearning,#healthtech
[8] #healthtech,rise
[8] rise,#mhealth
[8] #mhealth,#bigdata
[8] #bigdata,#analytics
[8] #analytics,#datascience
[8] #datascience,#ai
[8] #iot,#iiot

Top Replied-To
Top Replied-To in Entire Graph:
@isansys
@huawei
@orchahealth
@cardno
@drshamji
@openacademics
@lyyinaround
@edwardknol
@monicamalta7
@maxrvu

Top Replied-To in G2:
@isansys
@orchahealth
@greensenseusa
@doc2dubai
@elucid_mhealth
@mhealthinsight

Top Replied-To in G3:
@jmirpub
@xiaomi
@nci_bogler
@c4hds

Top Replied-To in G4:
@openacademics
@cardno
@edwardknol
@datadrivencare
@caring_mobile
@monicamalta7
@maxrvu
@rhian_thomas1
@_angelaleandra
@boltyboy

Top Replied-To in G5:
@fauquierhealth
@bcnhealthhub

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@_timos_
@jmirpub
@mailmystatement
@evankirstel
@techinsider
@consalud_es
@dralfonsovidal
@healthtechic
@wef

Top Mentioned in G1:
@enricomolinari
@techinsider
@wef
@adamdanyal
@thehealthvid
@seeker
@realtechmatters
@joelvec1
@futurism
@pawlowskimario

Top Mentioned in G2:
@_timos_
@mailmystatement
@healthtechic
@ariannacblue
@orchahealth
@_pmally
@thibaudguymard
@garymonk
@statnews
@dralfonsovidal

Top Mentioned in G3:
@jmirpub
@kayautoka
@ascure_shidouin
@jmir
@camunicates
@nci_bogler
@aprilyoh
@rmoser39
@roxejensen
@ncihints

Top Mentioned in G4:
@_timos_
@garymonk
@mailmystatement
@thibaudguymard
@ariannacblue
@_pmally
@enricomolinari
@healthtechic
@panacea_digital
@networkworld

Top Mentioned in G5:
@evankirstel
@networkworld
@zkerravala
@evirahealth
@jameyedwards
@enricomolinari
@mailonline
@healthha
@butterflynetinc
@i

Top Mentioned in G6:
@uconnmhealth
@cancercaremascc
@rayychan
@drsherrypagoto
@conroylab
@briemcgrievy
@kelseyarroyo14
@johntorousmd
@sbmdigitalhlth
@slabodkin

Top Mentioned in G7:
@aihealth1
@natlcristina
@appit_ventures

Top Mentioned in G8:
@consalud_es
@dralfonsovidal
@andresvarela
@dominik_linz
@mailmystatement
@_pmally
@jmirpub
@asmcmd
@thibaudguymard

Top Mentioned in G9:
@journal_mhealth
@marutitech
@asokan_telecom
@akwyz
@enricomolinari
@guzmand
@miad
@roxanasoi
@ym78200
@customerthink

Top Mentioned in G10:
@gp_pulipaka
@hubbucket
@prosumersoft
@_timos_
@rosenchild
@judsontelemed
@joelvec1
@evankirstel
@stephtweetchat
@enricomolinari

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@piyuanker12
@chidambara09
@evankirstel
@cybersec_feeds
@nnortorkor
@sikecilmarmut
@onahunttoday
@aldoceccarelli
@john_siracusa

Top Tweeters in G1:
@chidambara09
@aldoceccarelli
@fintechna
@amazingchevvolt
@jjhuqpwjakk7cpr
@nicochan33
@sharerussharing
@nomoreslaves
@vivmilano
@shicooks

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@kotaknaren
@mrproverbe
@cybersecurityn8
@sheffieldstar
@dataaugmented
@spirosmargaris
@quicktake
@emailmktgalerts

Top Tweeters in G3:
@nnortorkor
@sikecilmarmut
@john_siracusa
@primal_digest
@pimmaiden
@amuraovonn
@kcs39194
@lucena51
@kwame_agyei
@cristin57273685

Top Tweeters in G4:
@onahunttoday
@businessinsider
@femtech_
@nytimes
@cnbc
@caring_mobile
@ricardo_ik_ahau
@verge
@shereesepubhlth
@jkatzaman

Top Tweeters in G5:
@piyuanker12
@evankirstel
@tess_blue815
@bot_innovation
@trippbraden
@akwyz
@mailonline
@nypost
@smoothsale
@metrouk

Top Tweeters in G6:
@justbementalist
@fmfrancoise
@wiomax_cn
@dc_assemblers
@davidschull
@drsherrypagoto
@waybetterorg
@robertjwest
@kenspope
@nisusmedical

Top Tweeters in G7:
@azu_re
@wiederfrei
@jenniferkruse
@eprnetwork
@rakiko_hime
@ein_news
@zorgbeheer
@intrepidmarketr
@gift_wellness
@ucl_discovery

Top Tweeters in G8:
@everian777
@doc_eva
@chichodisanto
@yolandac4
@consalud_es
@laporres
@joseajarne
@sminaev2015
@mangelesgonzal1
@gaviotaldeanagc

Top Tweeters in G9:
@3itcom
@82jjc
@nevillegaunt
@drjdrooghaag
@anjahoffmann
@ym78200
@archonsec
@ahier
@severinelienard
@miad

Top Tweeters in G10:
@rosenchild
@zaynab71990
@taieb_bot
@nmugai
@xaelbot
@codedailybot
@hubbucket
@llnuxbot
@serverlessfan
@silentseawolf


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