mhealth, Twitter, 11/16/2020 3:01:00 AM, 241520


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mhealth_2020-11-15_17-47-00.xlsx
mhealth_2020-11-15_17-47-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2020
Short Description:
mhealth via NodeXL https://bit.ly/3lBwcbw
@caring_mobile
@datadrivencare
@enricomolinari
@bsccetec
@analytics_699
@_timos_
@jmirpub
@journal_mhealth
@mobiuso
@gimbhi1

Top hashtags:
#mhealth
#digitalhealth
#ai
#iot
#healthtech
#analytics
#healthcare
#rstats
#iiot

Description:
Description
The graph represents a network of 2,550 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, 16 November 2020 at 02:07 UTC.

The requested start date was Monday, 16 November 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 12-day, 3-hour, 50-minute period from Monday, 02 November 2020 at 01:50 UTC to Saturday, 14 November 2020 at 05:40 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 : 2550
Unique Edges : 2392
Edges With Duplicates : 8831
Total Edges : 11223
Number of Edge Types : 5
Retweet : 3493
MentionsInRetweet : 4739
Mentions : 1768
Tweet : 1118
Replies to : 105
Self-Loops : 1198
Reciprocated Vertex Pair Ratio : 0.0424272323630982
Reciprocated Edge Ratio : 0.08140085186938
Connected Components : 239
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 1979
Maximum Edges in a Connected Component : 10180
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.728971
Graph Density : 0.000650158847375749
Modularity : 0.314521
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,550 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, 16 November 2020 at 02:07 UTC.

The requested start date was Monday, 16 November 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 12-day, 3-hour, 50-minute period from Monday, 02 November 2020 at 01:50 UTC to Saturday, 14 November 2020 at 05:40 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:
[573] https://www.lqventures.com/
[103] http://www.socialpharma.net
[45] https://consalud.es/opinion/civismo_87483_102.html
[23] https://www.meetup.com/mHealth-Israel/events/274536734/
[16] https://www.gnuhealthcon.org/2020-online/program.html
[16] https://www.fiercehealthcare.com/tech/united-airlines-tests-covid-19-health-pass-app-to-bring-back-global-travel
[15] https://www.consalud.es/opinion/tetera-covid_88103_102.html
[15] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41746-020-00318-y
[15] 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
[15] https://www.bbc.com/news/technology-54780460

Top URLs in Tweet in G1:
[426] https://www.lqventures.com/
[84] http://www.socialpharma.net
[10] https://www.techuk.org/insights/news/item/18771-welcome-to-techuk-ai-week-2020?utm_source=dlvr.it&utm_medium=twitter
[10] 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
[9] https://mhealthwatch.com/circula-bp/?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.siliconvalley.com/2020/11/06/playstation-5-vs-xbox-series-x-which-system-is-better/?utm_source=dlvr.it&utm_medium=twitter
[8] https://mhealthwatch.com/leptofix/?utm_source=dlvr.it&utm_medium=twitter
[7] https://gadgetsandwearables.com/2020/11/03/best-running-pods/?utm_source=dlvr.it&utm_medium=twitter
[7] https://mhealthintelligence.com/news/chicago-health-system-expands-pediatric-telemedicine-platform?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.digitalhealth.net/2020/11/industry-news-in-brief-31/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[67] https://www.lqventures.com/
[14] http://www.socialpharma.net
[4] https://www.mobihealthnews.com/news/zooming-next-phase-care-delivery-10-emerging-trends-post-covid-19-world
[4] https://t.co/OEq2o5zSxx
[4] https://mhealthintelligence.com/news/mit-researchers-use-mhealth-tools-to-identify-covid-19-in-a-cough
[4] https://www.gimbhi.com/s/GIMBHI-MARKET-UPDATE-September-2020-z5kg.pdf
[3] https://www.mobihealthnews.com/news/fda-grants-de-novo-clearance-prescription-apple-watch-app-nightmare-disorder
[3] https://www.fiercehealthcare.com/tech/united-airlines-tests-covid-19-health-pass-app-to-bring-back-global-travel
[3] http://www.mobihealthnews.com/content/study-apple-watch-paired-deep-neural-network-detects-atrial-fibrillation-97-percent-accuracy
[3] https://mailmystatements.blogspot.com/2018/11/5-major-challenges-facing-healthcare.html

Top URLs in Tweet in G3:
[62] https://www.lqventures.com/
[13] https://www.fiercehealthcare.com/tech/united-airlines-tests-covid-19-health-pass-app-to-bring-back-global-travel
[8] https://www.fiercehealthcare.com/tech/demand-for-virtual-mental-health-soaring-here-are-notable-trends-who-using-it-and-why
[7] https://mailmystatements.blogspot.com/2018/11/5-major-challenges-facing-healthcare.html
[7] https://httpslink.com/wpsiioc
[6] https://httpslink.com/thehepsk
[6] https://httpslink.com/9buambc
[6] https://httpslink.com/6ppsicf
[5] http://www.socialpharma.net
[5] https://mailmystatements.blogspot.com/2020/10/5-myths-about-current-state-of.html

Top URLs in Tweet in G4:
[22] https://www.meetup.com/mHealth-Israel/events/274536734/
[13] https://www.bbc.com/news/technology-54780460
[6] https://www.lqventures.com/
[4] https://www.studyfinds.org/coronavirus-app-asymptomatic-carrier-cough/
[3] https://twitter.com/buscandoagodot/status/1325678462061907969
[2] https://mhealthintelligence.com/news/mit-researchers-use-mhealth-tools-to-identify-covid-19-in-a-cough
[2] https://mhealthintelligence.com/news/ama-foundation-supports-telehealth-initiative-in-chicagos-west-side
[2] https://mhealthintelligence.com/news/fda-oks-mhealth-app-platform-for-detecting-traumatic-nightmares
[2] https://engage.3m.com/SkinNasal_ContactUs?utm_term=hcbg-msd-peri-en_us-ba-skin_nasal-osm-twt-na-askexp-na-nov20-na&spredfast-trk-id=sf238929871
[2] https://www.mobihealthnews.com/news/evaluating-musculoskeletal-digital-health-apps

Top URLs in Tweet in G5:
[5] https://mhealth.jmir.org/2020/11/e23123
[2] https://mhealthintelligence.com/news/mit-researchers-use-mhealth-tools-to-identify-covid-19-in-a-cough
[2] https://www.cigniti.com/blog/mhealth-app-testing-patient-experience/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://mhealthintelligence.com/news/fda-oks-mhealth-app-platform-for-detecting-traumatic-nightmares
[2] https://www.ayming.co.uk/insights/opinion/are-digital-remedies-tough-pills-to-swallow/
[2] https://mhealthintelligence.com/news/uab-launches-mhealth-study-to-boost-vaccine-acceptance-among-teens?utm_source=dlvr.it&utm_medium=twitter
[2] https://mhealthintelligence.com/news/mit-researchers-use-mhealth-tools-to-identify-covid-19-in-a-cough?utm_source=dlvr.it&utm_medium=twitter
[2] https://mhealthintelligence.com/news/fda-oks-mhealth-app-platform-for-detecting-traumatic-nightmares?utm_source=dlvr.it&utm_medium=twitter
[1] https://mashable.com/article/ai-coughs-covid-19-detection/
[1] https://www.zignuts.com/healthcarefitness-solution/top-12-healthcare-app-ideas-to-launch-a-successful-startup/

Top URLs in Tweet in G6:
[3] https://mhealth.jmir.org/2020/11/e17577/
[2] https://mhealth.jmir.org/2020/11/e22997/
[2] https://healthpopuli.com/
[2] https://mhealth.jmir.org/2020/11/e19154/
[2] https://mhealth.jmir.org/2020/11/e21209/
[2] https://www.jmir.org/2020/10/e20631/
[1] https://twitter.com/jmirpub/status/1326561611725762560
[1] https://www.healthpopuli.com/2020/11/06/covid-19-has-accelerated-consumers-interest-in-healthy-home-tech/
[1] https://twitter.com/jmirpub/status/1324720210771730438
[1] https://www.healthpopuli.com/2020/11/09/the-covid-19-era-has-grown-health-consumer-demand-for-virtual-care/

Top URLs in Tweet in G7:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239477
[2] https://www.tctmd.com/news/more-risk-death-all-cardiac-and-noncardiac-pci-over-surgery-meta-analysis
[1] https://www.iaea.org/newscenter/news/how-to-improve-the-protection-of-patients-undergoing-frequent-medical-imaging
[1] https://theecologist.org/2020/oct/22/nobel-prize-gene-bomb
[1] https://analyticsindiamag.com/how-deep-learning-plays-an-important-role-in-organ-transplantation/
[1] https://www.mhealth.org/blog/2020/oct-2020/better-data-helps-us-building-a-more-equitable-health-system
[1] https://www.onmanorama.com/lifestyle/health/2020/11/08/kids-kawasaki-higher-risk-cardiac-issues.html
[1] https://www.forbesindia.com/article/brand-connect/consumer-genetics-revolutionised-by-genes-u/64171/1
[1] https://techxplore.com/news/2020-11-unravelling-secrets-spider-limb-regeneration.html
[1] https://twitter.com/DTU_HealthTech/status/1327254430589317120

Top URLs in Tweet in G8:
[2] https://www.stylist.co.uk/health/mental-health/coronavirus-second-lockdown-uk-mental-health-wellbeing-self-care/444013
[1] https://twitter.com/AllyGordon10/status/1326577213580390405
[1] https://twitter.com/rafac_mhealth/status/1327213052022894593
[1] https://forms.office.com/Pages/ResponsePage.aspx?id=y3LeFstyF0yt2ZBENpCsg5sHL8c7sOdPv9ZxMcbNcepUMzVaSU4xRFZKWjlJOVYxQkpITDEzR1RPRC4u
[1] https://twitter.com/youngmindsuk/status/1323706529971949568
[1] https://www.facebook.com/512215328/posts/10160907021265329/
[1] https://www.nnchallenge.org.uk/ncweek
[1] https://twitter.com/intellifloLnD/status/1324304221852868614
[1] https://www.facebook.com/155029914631661/posts/2260197350781563/?sfnsn=scwspmo
[1] https://twitter.com/RAFAC_MHWR/status/1325016675167694849

Top URLs in Tweet in G9:
[42] https://consalud.es/opinion/civismo_87483_102.html
[15] https://www.consalud.es/opinion/tetera-covid_88103_102.html
[2] https://consalud.es/opinion/vida-online_86738_102.html
[2] https://www.consalud.es/opinion/civismo_87483_102.html
[1] https://www.efesalud.com/dislexia-trastorno-aprendizaje/
[1] https://we-doctor.com/
[1] https://laesalud.com/hackathonsalud/
[1] https://paper.li/_raulferrer?edition_id=9fe36420-1cda-11eb-8430-002590a5ba2d

Top URLs in Tweet in G10:
[11] https://www.lqventures.com/
[6] https://thejournalofmhealth.com/using-technology-to-improve-mental-health-and-wellbeing/
[3] https://thejournalofmhealth.com/latest-issue-digital-first-the-new-normal-for-healthcare/
[2] https://thejournalofmhealth.com/as-the-nhs-tackles-our-new-normal-heres-how-technology-can-help/
[2] https://thejournalofmhealth.com/app-to-save-nhs-up-to-20-million-in-gp-triage-call-costs/
[2] https://thejournalofmhealth.com/how-to-build-trust-with-trusts-on-artificial-intelligence/
[2] https://thejournalofmhealth.com/the-x-factor-resolving-national-and-local-tensions-in-nhs-it/
[2] https://www.siliconvalley.com/2020/11/04/stem-cell-measure-ahead-by-narrow-margin/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.bloombergquint.com/onweb/china-alzheimer-drug-seeks-global-legitimacy-with-u-s-trial?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.digitalhealth.net/2020/11/industry-news-in-brief-31/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[573] lqventures.com
[245] mobihealthnews.com
[153] httpslink.com
[138] bloombergquint.com
[123] digitalhealth.net
[114] mhealthintelligence.com
[110] twitter.com
[103] socialpharma.net
[86] techuk.org
[76] jmir.org

Top Domains in Tweet in G1:
[426] lqventures.com
[99] bloombergquint.com
[84] socialpharma.net
[76] digitalhealth.net
[64] techuk.org
[55] siliconvalley.com
[42] mobihealthnews.com
[41] mhealthwatch.com
[37] hitconsultant.net
[36] gadgetsandwearables.com

Top Domains in Tweet in G2:
[72] mobihealthnews.com
[67] lqventures.com
[35] httpslink.com
[32] mhealthintelligence.com
[20] twitter.com
[20] digitalhealth.net
[18] bloombergquint.com
[14] socialpharma.net
[13] techuk.org
[11] siliconvalley.com

Top Domains in Tweet in G3:
[118] mobihealthnews.com
[115] httpslink.com
[62] lqventures.com
[40] blogspot.com
[29] twitter.com
[24] digitalhealth.net
[23] fiercehealthcare.com
[22] fundacionisys.org
[20] medium.com
[18] bloombergquint.com

Top Domains in Tweet in G4:
[22] meetup.com
[16] mhealthintelligence.com
[13] bbc.com
[8] mobihealthnews.com
[8] twitter.com
[6] lqventures.com
[5] co.uk
[4] studyfinds.org
[4] mobiuso.com
[4] medcitynews.com

Top Domains in Tweet in G5:
[14] mhealthintelligence.com
[10] jmir.org
[5] linkedin.com
[4] twitter.com
[3] google.com
[2] marketsandmarkets.com
[2] fundacionisys.org
[2] elsevierhealth.com
[2] alliedmarketresearch.com
[2] mhealth.org

Top Domains in Tweet in G6:
[38] jmir.org
[8] twitter.com
[4] healthpopuli.com
[1] researchprotocols.org
[1] nih.gov
[1] sciencedirect.com
[1] uconn.edu

Top Domains in Tweet in G7:
[4] nodexlgraphgallery.org
[2] tctmd.com
[1] iaea.org
[1] theecologist.org
[1] analyticsindiamag.com
[1] mhealth.org
[1] onmanorama.com
[1] forbesindia.com
[1] techxplore.com
[1] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com
[2] co.uk
[2] facebook.com
[1] office.com
[1] org.uk

Top Domains in Tweet in G9:
[61] consalud.es
[1] efesalud.com
[1] we-doctor.com
[1] laesalud.com
[1] paper.li

Top Domains in Tweet in G10:
[25] thejournalofmhealth.com
[11] lqventures.com
[4] siliconvalley.com
[3] gadgetsandwearables.com
[2] bloombergquint.com
[2] digitalhealth.net
[2] techonomy.com
[1] giant.health
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2041] mhealth
[944] digitalhealth
[906] ai
[613] iot
[428] healthtech
[376] analytics
[358] healthcare
[273] rstats
[259] iiot
[256] socialmedia



Top Hashtags in Tweet in G1:
[420] ai
[398] digitalhealth
[389] mhealth
[347] iot
[224] socialmedia
[218] healthtech
[199] industry40
[177] digitalmarketing
[101] ehealth
[92] medtech

Top Hashtags in Tweet in G2:
[491] mhealth
[183] digitalhealth
[78] healthcare
[55] ai
[51] telehealth
[44] healthtech
[41] covid19
[39] hcsm
[33] mentalhealth
[32] ehealth

Top Hashtags in Tweet in G3:
[618] mhealth
[194] digitalhealth
[99] healthcare
[74] hcsm
[68] patientpayments
[68] healthtech
[67] hcsmeu
[46] patientexperience
[45] patientstatements
[44] ehealth

Top Hashtags in Tweet in G4:
[92] mhealth
[81] digitalhealth
[37] healthtech
[29] covid19
[22] ai
[21] healthcare
[16] medtech
[10] ehealth
[9] innovation
[8] bloodpressure

Top Hashtags in Tweet in G5:
[35] hsbh2009
[19] mhealth
[10] healthcare
[10] projectmentalhealth
[9] health
[8] digitalhealth
[8] mentalhealthmatters
[7] mentalhealth
[7] mentalhealthawareness
[7] awareness

Top Hashtags in Tweet in G6:
[35] mhealth
[28] digitalhealth
[15] mobile
[14] health
[12] app
[10] healthtech
[7] mentalhealth
[5] wearables
[5] cbt
[5] emi

Top Hashtags in Tweet in G7:
[342] ai
[313] analytics
[226] rstats
[224] iot
[220] iiot
[208] reactjs
[202] linux
[188] ar
[163] vr
[133] java

Top Hashtags in Tweet in G8:
[17] worldkindnessday
[5] staypositive
[2] whatwedo
[2] poppyappeal
[2] everypoppycounts
[2] resilience
[2] wellbeing
[1] happyfriday
[1] thenextgeneration
[1] nextgenraf

Top Hashtags in Tweet in G9:
[65] mhealth
[16] salud
[14] saluddigital
[14] redessociales
[2] diamundialdeldolor
[2] health
[1] dislexia
[1] aprendizaje
[1] wedoctor
[1] telemedicina

Top Hashtags in Tweet in G10:
[17] technology
[12] healthcare
[10] digitalhealth
[9] healthtech
[9] nhs
[6] ai
[6] app
[5] data
[5] it
[5] softphone

Top Words
Top Words in Tweet in Entire Graph:
[2261] gt
[2029] #mhealth
[925] #digitalhealth
[906] #ai
[670] health
[611] #iot
[582] _timos_
[451] mhealth
[428] #healthtech
[413] app

Top Words in Tweet in G1:
[1651] gt
[420] #ai
[389] #mhealth
[387] #digitalhealth
[383] _timos_
[347] #iot
[347] enricomolinari
[218] #healthtech
[215] #socialmedia
[196] #industry40

Top Words in Tweet in G2:
[487] #mhealth
[309] gt
[178] #digitalhealth
[162] health
[101] _timos_
[99] more
[89] app
[78] #healthcare
[73] digital
[71] covid

Top Words in Tweet in G3:
[613] #mhealth
[230] gt
[191] #digitalhealth
[181] health
[126] healthcare
[98] #healthcare
[93] app
[90] mailmystatement
[87] digital
[83] patient

Top Words in Tweet in G4:
[92] #mhealth
[81] #digitalhealth
[37] #healthtech
[35] lizashallpayne
[34] orchahealth
[30] join
[29] #covid19
[23] health
[22] #ai
[22] journalists

Top Words in Tweet in G5:
[103] mhealth
[66] health
[35] #hsbh2009
[33] app
[22] mobile
[22] use
[19] #mhealth
[19] more
[19] apps
[17] covid

Top Words in Tweet in G6:
[56] paper
[44] care
[43] mhealth
[42] jmir
[38] interventions
[37] jmirpub
[35] #mhealth
[29] apps
[28] #digitalhealth
[26] digital

Top Words in Tweet in G7:
[342] #ai
[328] analytics_699
[313] #analytics
[226] #rstats
[222] #iot
[220] #iiot
[208] #reactjs
[202] #linux
[188] #ar
[163] #vr

Top Words in Tweet in G8:
[60] rafac_mhealth
[38] rafac_mhwr
[31] aircadets
[22] great
[20] regcomdtlaser
[18] comdtac
[17] #worldkindnessday
[17] world
[17] kindness
[17] lockdown

Top Words in Tweet in G9:
[65] #mhealth
[62] gracias
[61] xa
[61] consalud_es
[61] sbr
[44] civismo
[39] dralfonsovidal
[16] hoy
[16] #salud
[15] tetera

Top Words in Tweet in G10:
[35] journal_mhealth
[33] gt
[22] digital
[22] using
[20] 50
[18] gianthealthevnt
[17] #technology
[17] subscription
[15] code
[15] save50

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1486] gt,gt
[395] gt,#digitalhealth
[278] #ai,#iot
[259] #iot,#iiot
[250] #rstats,#reactjs
[245] covid,19
[240] #digitalhealth,#socialmedia
[185] #socialmedia,#digitalmarketing
[132] #digitalhealth,#mhealth
[121] #analytics,#machinelearning

Top Word Pairs in Tweet in G1:
[1100] gt,gt
[321] gt,#digitalhealth
[214] #digitalhealth,#socialmedia
[177] #socialmedia,#digitalmarketing
[139] #ai,#iot
[72] wef,enricomolinari
[57] #mhealth,#ai
[53] #ai,#mhealth
[53] covid,19
[51] enricomolinari,#efood

Top Word Pairs in Tweet in G2:
[198] gt,gt
[61] covid,19
[39] #digitalhealth,#mhealth
[37] #mhealth,#digitalhealth
[31] gt,#digitalhealth
[30] #mhealth,#hcsm
[29] learn,more
[22] digital,health
[21] #hcsm,#hcsmeu
[21] mental,health

Top Word Pairs in Tweet in G3:
[147] gt,gt
[69] #mhealth,#hcsm
[67] #hcsm,#hcsmeu
[65] covid,19
[57] #digitalhealth,#mhealth
[34] digital,health
[31] gt,#digitalhealth
[30] health,apps
[28] #mhealth,#patientpayments
[27] #digitalhealth,#healthtech

Top Word Pairs in Tweet in G4:
[21] #mhealth,#digitalhealth
[20] dec,30am
[20] meet,#healthtech
[20] #healthtech,journalists
[19] 30am,meet
[17] tues,dec
[14] gil_bashe,finnpartners
[13] algorithm,spots
[13] spots,#covid19
[13] #covid19,œcoughâ

Top Word Pairs in Tweet in G5:
[14] covid,19
[12] mental,health
[10] mobile,health
[8] mhealth,apps
[8] #mentalhealthmatters,#projectmentalhealth
[8] #projectmentalhealth,#health
[7] use,mhealth
[7] #mentalhealth,#mentalhealthawareness
[7] #mentalhealthawareness,#mentalhealthmatters
[7] #health,#awareness

Top Word Pairs in Tweet in G6:
[39] jmir,mhealth
[21] digital,micro
[19] paper,conceptualizing
[19] conceptualizing,digital
[19] micro,interventions
[19] interventions,way
[19] way,deliver
[19] deliver,#digitalhealth
[19] #digitalhealth,care
[19] amitba,paper

Top Word Pairs in Tweet in G7:
[220] #iot,#iiot
[208] #rstats,#reactjs
[123] #ai,#iot
[102] #analytics,#machinelearning
[97] #reactjs,#iot
[90] #machinelearning,#ai
[86] #linux,#serverless
[85] #analytics,#augmentedreality
[82] #xr,#ai
[75] #reactjs,#ai

Top Word Pairs in Tweet in G8:
[14] today,#worldkindnessday
[14] #worldkindnessday,world
[14] world,full
[14] full,uncertainty
[14] uncertainty,kind
[14] kind,share
[14] share,stories
[14] stories,kindness
[13] aircadets,today
[13] rafac_mhwr,rafac_mhealth

Top Word Pairs in Tweet in G9:
[61] xa,consalud_es
[61] consalud_es,sbr
[61] sbr,#mhealth
[61] #mhealth,gracias
[34] civismo,xa
[26] dralfonsovidal,civismo
[15] tetera,covid
[15] covid,xa
[14] hoy,aã
[14] aã,os

Top Word Pairs in Tweet in G10:
[22] gt,gt
[20] 50,digital
[17] digital,subscription
[15] code,save50
[14] subscription,journal_mhealth
[14] journal_mhealth,using
[14] using,code
[14] save50,leading
[14] leading,publication
[14] publication,emerging

Top Replied-To
Top Replied-To in Entire Graph:
@rafac_mhwr
@rafac_mhealth
@regcomdtlaser
@isansys
@phdfriendsana
@rwo_ww
@nachac0
@activinsights
@openacademics
@startuphealth

Top Replied-To in G1:
@isansys
@emmasvennberg
@ehrapresident
@intelcanada

Top Replied-To in G2:
@journal_mhealth
@nimhgov
@royal_college
@jimdodsonlaw
@ecgreenway
@mcuban
@cityofasheville
@eimnews
@sinow

Top Replied-To in G3:
@reliefprojecteu
@contourascensia
@propellerhealth
@triallofficial
@lisa_decamp

Top Replied-To in G4:
@northwellhealth
@mit

Top Replied-To in G8:
@rafac_mhwr
@regcomdtlaser
@rafac_mhealth
@rwo_ww
@acollinsrosell
@dawnmccaff
@cwobenturnbull
@regsportlaser
@jabulani9
@rocw11

Top Replied-To in G9:
@comunidadmadrid

Top Replied-To in G10:
@susan_venables

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@analytics_699
@enricomolinari
@mailmystatement
@thibaudguymard
@humanoxsoccer
@wef
@consalud_es
@ariannacblue
@rafac_mhealth

Top Mentioned in G1:
@_timos_
@enricomolinari
@wef
@analytics_699
@hubbucket
@orgphysics
@andi_staub
@prosumersoft
@gigadgets_

Top Mentioned in G2:
@_timos_
@mailmystatement
@thibaudguymard
@gimbhi1
@garymonk
@humanoxsoccer
@ariannacblue
@p4_project
@analytics_699
@fundacionisys

Top Mentioned in G3:
@mailmystatement
@_timos_
@thibaudguymard
@staroneconsult
@fundacionisys
@jacobchristine
@ariannacblue
@hughdsullivan
@baselarea
@innosuisse

Top Mentioned in G4:
@orchahealth
@lizashallpayne
@gil_bashe
@finnpartners
@elisereuter
@levshapiro
@mhealthintel
@mobihealthnews
@bbcworld
@glengilmore

Top Mentioned in G5:
@judsontelemed
@chino_api
@s_alomairah

Top Mentioned in G6:
@jmirpub
@amitba
@madameorrocks
@imo_bell
@gamonetwork
@drgmerchant
@lyndsayanelson
@mmarciniaq
@steveschueller

Top Mentioned in G7:
@analytics_699
@chrysan51142054
@machine_ml
@jbardram
@monsenso
@3xs0
@caring_mobile
@enricomolinari
@_timos_
@datadrivencare

Top Mentioned in G8:
@rafac_mhealth
@aircadets
@rafac_mhwr
@comdtac
@regcomdtlaser
@aircadetslaser
@2534sqnatc
@swregionrafac
@wso5_semidlands

Top Mentioned in G9:
@consalud_es
@dralfonsovidal
@aiesalud
@migueldlacamara
@we_doctor
@efesalud
@comunidadmadrid
@inmariu

Top Mentioned in G10:
@journal_mhealth
@gianthealthevnt
@_timos_
@jeremynettle
@highlandmarktng
@xonuk
@waaph_advocate
@analytics_699
@cognizantnews
@nuanceinc

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@piyuanker12
@chidambara09
@cybersec_feeds
@evankirstel
@femtech_
@edjlazar
@life_sciences_
@rosenchild
@caval100

Top Tweeters in G1:
@chidambara09
@rosenchild
@businessinsider
@swissbusiness
@calcaware
@bot_innovation
@ssxman2
@mashable
@vivmilano
@entwistletx

Top Tweeters in G2:
@femtech_
@cnbc
@nomoreslaves
@caring_mobile
@ml_tweet_bot
@wordfinga
@sinow
@epuujee
@jkatzaman
@mededbot

Top Tweeters in G3:
@abc_es
@inc
@datadrivencare
@copd_research
@mailmystatement
@rahul_rpandya
@staroneconsult
@microsiervos
@aminekorchimd
@who

Top Tweeters in G4:
@piyuanker12
@evankirstel
@nicochan33
@viralvideovlogs
@shicooks
@cnn
@bbcworld
@xzpwedvhhh37i3c
@forbes
@soncabral

Top Tweeters in G5:
@myheadlinez
@medical_news_j
@eprnetwork
@viemedianews
@carolinekvitter
@lsaldanamd
@brandaktuellat
@lionelreichardt
@zorgbeheer
@g_rpkg

Top Tweeters in G6:
@ennomnom
@vinlew
@teaminspire
@beddoee
@allpowersphysio
@jmirpub
@carabyrd
@cwhogg
@mirandarwolpert
@nik

Top Tweeters in G7:
@edjlazar
@codernotesbot
@xaelbot
@codedailybot
@codegnuts
@llnuxbot
@nlognbot
@thedeveloperbot
@serverlessfan
@nekopia01

Top Tweeters in G8:
@marting8177
@poppylegion
@youngmindsuk
@rocw11
@mhfaengland
@jabulani9
@comdtac
@arc_sni
@richard98217326
@cben79968619

Top Tweeters in G9:
@caval100
@consalud_es
@gaba_cala
@24maria15
@luisaranton
@presuntamente
@dralfonsovidal
@pirocarasu
@migueldlacamara
@comunidadmadrid

Top Tweeters in G10:
@sectest9
@cybersecurityn8
@innovateuk
@health20paris
@xfactor_italia
@xfactorid
@robdykedotcom
@highlandmarktng
@thewaaph
@elsevierconnect


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