mhealth, Twitter, 11/5/2020 1:21:14 AM, 239477


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mhealth_2020-11-04_16-47-01.xlsx
mhealth_2020-11-04_16-47-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2020
Short Description:
mhealth via NodeXL https://bit.ly/369ejKC
@caring_mobile
@enricomolinari
@datadrivencare
@bsccetec
@hubbucket
@jmirpub
@analytics_699
@_timos_
@cardiogramapps
@mobiuso

Top hashtags:
#mhealth
#digitalhealth
#ai
#iot
#healthtech
#ehealth
#healthcare
#covid19

Description:
Description
The graph represents a network of 2,818 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 Thursday, 05 November 2020 at 01:04 UTC.

The requested start date was Monday, 02 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 13-day, 22-hour, 55-minute period from Monday, 19 October 2020 at 01:45 UTC to Monday, 02 November 2020 at 00:41 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 : 2818
Unique Edges : 2914
Edges With Duplicates : 9232
Total Edges : 12146
Number of Edge Types : 5
Retweet : 3554
MentionsInRetweet : 5230
Mentions : 2091
Tweet : 1151
Replies to : 120
Self-Loops : 1257
Reciprocated Vertex Pair Ratio : 0.0403329065300896
Reciprocated Edge Ratio : 0.0775384615384615
Connected Components : 216
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 2202
Maximum Edges in a Connected Component : 11078
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.710696
Graph Density : 0.00061411086949785
Modularity : 0.326586
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,818 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 Thursday, 05 November 2020 at 01:04 UTC.

The requested start date was Monday, 02 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 13-day, 22-hour, 55-minute period from Monday, 19 October 2020 at 01:45 UTC to Monday, 02 November 2020 at 00:41 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:
[467] http://www.lqventures.com/
[106] http://www.socialpharma.net
[56] http://TheHerdLocker.com
[47] https://consalud.es/opinion/vida-online_86738_102.html
[38] https://consalud.es/opinion/civismo_87483_102.html
[31] 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
[27] https://www.studyfinds.org/coronavirus-app-asymptomatic-carrier-cough/
[20] https://www.consalud.es/opinion/civismo_87483_102.html
[18] https://futurism.com/neoscope/visualization-likelihood-covid19-spread-bars-homes-classrooms?mc_eid=031db77859&mc_cid=55d726adc3
[16] https://gdhf2020.dryfta.com/

Top URLs in Tweet in G1:
[412] http://www.lqventures.com/
[102] http://www.socialpharma.net
[37] http://TheHerdLocker.com
[27] https://www.studyfinds.org/coronavirus-app-asymptomatic-carrier-cough/
[25] 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
[17] https://futurism.com/neoscope/visualization-likelihood-covid19-spread-bars-homes-classrooms?mc_eid=031db77859&mc_cid=55d726adc3
[15] https://consalud.es/opinion/vida-online_86738_102.html
[11] https://gadgetsandwearables.com/2020/10/23/xiaomi-mi-band-temperature/?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.fiercehealthcare.com/tech/united-airlines-tests-covid-19-health-pass-app-to-bring-back-global-travel
[11] https://mailmystatements.com/2020/10/21/5-myths-about-the-current-state-of-healthcare-technology/

Top URLs in Tweet in G2:
[53] http://www.lqventures.com/
[12] http://TheHerdLocker.com
[6] 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
[5] https://www.med-technews.com/news/health-app-use-increases-by-37-during-pandemic-survey/
[4] http://WWW.NUTRINACION.COM
[4] http://medtechwire.net/?edition_id=71b7ca70-178d-11eb-bd3d-0cc47a0d15fd
[4] https://www.businessinsider.com/business-insiders-biggest-healthcare-stories-for-october-27-2020-10
[4] https://httpslink.com/6pp_t
[4] http://www.socialpharma.net
[4] https://mailmystatements.com/2020/10/21/5-myths-about-the-current-state-of-healthcare-technology/

Top URLs in Tweet in G3:
[2] https://www.information-age.com/future-tech-healthcare-123465612/
[1] https://www.forbes.com/sites/jacobmorgan/2014/05/13/simple-explanation-internet-things-that-anyone-can-understand/
[1] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.med-technews.com%2Ffeatures%2Fthe-role-of-mhealth-and-digitisation-in-diabetes-care%2F
[1] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.jmir.org%2F2020%2F10%2Fe23314%2F
[1] https://news.cornell.edu/stories/2020/10/smartphone-data-helps-predict-schizophrenia-relapses
[1] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.miragenews.com%2Facn-endorses-nursing-and-midwifery-digital-health-capability-framework%2F
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0241350
[1] https://www.surrey.ac.uk/news/new-digital-health-website-provides-platform-collaboration
[1] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.designrush.com%2Ftrends%2Fmobile-app-roi
[1] http://0.0.0.0/insights/blog/2020/10/01/digital-health-technologies-implementing-innovation-in-cv-studies-during-covid19/

Top URLs in Tweet in G4:
[4] -
[2] https://www.med-technews.com/features/the-role-of-mhealth-and-digitisation-in-diabetes-care/
[2] https://www.ncbi.nlm.nih.gov/pubmed/33075743?dopt=Abstract
[2] https://tweetedtimes.com/v/374?s=tnp
[2] https://appitventures.com/blog/mhealth-apps/
[2] https://www.mhealth.org/blog/2020/oct-2020/pancreas-liver-transplant-saves-khloe-neuroendocrine-tumor
[2] https://t.co/Ra35BX1rjl
[2] https://mhealthintelligence.com/news/fitbit-launches-covid-19-mhealth-study-with-us-army-northwell-health?utm_source=dlvr.it&utm_medium=twitter
[2] https://mhealthintelligence.com/news/ata-launches-new-resource-for-evaluating-mhealth-apps?utm_source=dlvr.it&utm_medium=twitter
[2] https://mhealthintelligence.com/news/new-mhealth-app-identifies-a-stroke-through-voice-facial-movements?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[5] https://mhealth.jmir.org/2020/10/e22108/
[2] https://agewell-nce.ca/wp-content/uploads/2017/11/Mobile-technology-and-data-informed-approaches-WP7.3.pdf?platform=hootsuite&utm_campaign=HSCampaign
[2] https://www.meetup.com/mHealth-Israel/events/273948560/
[2] https://www.smh.com.au/national/nsw/fitbit-for-cities-new-technology-to-monitor-health-of-sydney-suburb-20201019-p566em.html
[1] https://mhealth.jmir.org/2020/9/e18694/
[1] https://www.meetup.com/mHealth-Israel/events/273907202/
[1] https://www.meetup.com/mHealth-Israel/events/274160250/
[1] https://www.meetup.com/mHealth-Israel/events/273704312/
[1] https://www.linkedin.com/in/avi-yaron-0228556
[1] https://feinstein.northwell.edu/institutes-researchers/our-researchers/kevin-j-tracey-md

Top URLs in Tweet in G6:
[37] https://consalud.es/opinion/civismo_87483_102.html
[31] https://consalud.es/opinion/vida-online_86738_102.html
[19] https://www.consalud.es/opinion/civismo_87483_102.html
[4] http://TheHerdLocker.com
[4] https://www.fundacionisys.org/es/blogs/mhealth/783-nueva-guia-de-la-oms-sobre-implantacion-de-intervenciones-de-salud-digital
[2] https://www.consalud.es/opinion/vida-online_86738_102.html
[2] https://mhealthobs.wordpress.com/2020/10/25/mobile-health-projects-in-a-high-complexity-reference-hospital-case-study-jmir-mhealth-and-uhealth/
[1] https://we-doctor.com/
[1] https://www.fundacionisys.org/es/blogs/mhealth/781-en-salud-la-confianza-lo-es-todo
[1] https://www.fundacionisys.org/es/blogs/mhealth/610-vi-edicion-del-top20-y-catalogo-dinamico-de-apps-de-salud-3

Top URLs in Tweet in G7:
[1] https://twitter.com/rafac_mhwr/status/1319381947710394368
[1] https://twitter.com/cf_hmindsni/status/1322795193066807307
[1] https://twitter.com/ratto_sni/status/1322542204955643904
[1] https://www.facebook.com/britisharmy/videos/686830065590675/
[1] https://www.instagram.com/accounts/login/?next=/p/CGuzgXmB-m4/%3Figshid%3D178klhn2pmqto

Top URLs in Tweet in G8:
[5] https://armman.org/armmans-rapid-response-to-covid-19-situation/
[3] https://inews.co.uk/news/long-reads/mental-health-apps-surge-downloads-lockdown-730771?ito=twitter_share_article-top
[2] https://www.nordicinnovation.org/news/new-nordic-platform-will-help-citizens-and-healthcare-personnel-find-quality-health-apps
[2] http://TheHerdLocker.com
[2] https://www.thehtn.co.uk/2020/10/19/orcha-partners-with-the-american-telemedicine-association/#.X42ACcMhEyc.twitter
[2] https://whysummits.com/future-of-health-summit/?utm_medium=social&utm_source=affiliate&utm_campaign=speaker&utm_content=banner-link
[1] https://armman.org/programmes/
[1] https://www.forbesindia.com/blog/coronavirus/covid-19-leveraging-tech-to-improve-affordable-healthcare-access/
[1] https://twitter.com/LGT_VP/status/1321457312612179968
[1] https://twitter.com/mohfw_india/status/1318833160654782464

Top URLs in Tweet in G9:
[2] https://medium.com/analytics-vidhya/openai-gpt-3-language-models-are-few-shot-learners-82531b3d3122
[2] https://hbr.org/2020/10/to-build-more-inclusive-technology-change-your-design-process?utm_campaign=hbr&utm_source=twitter&utm_medium=social
[2] https://www2.deloitte.com/us/en/insights/industry/life-sciences/medtech-product-development-benchmarking.html?id=us:2sm:3tw:4di6931::6lshc:20201017143300::3830546786:5&utm_source=tw&utm_campaign=di6931&utm_content=lshc&utm_medium=social&linkId=101629475
[2] https://www.forbes.com/sites/forbestechcouncil/2020/10/21/how-ai-will-transform-the-digital-workplace-in-2020-and-beyond/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS#7cbb2defcfd8
[2] https://www.imore.com/swift-apples-open-source-programming-language-announces-swift-algorithms
[1] https://mitsloan.mit.edu/ideas-made-to-matter/why-analytics-secret-sauce-startup-success?utm_source=mitsloantwitter&utm_medium=social&utm_campaign=startupsuccess
[1] https://internetofthingsagenda.techtarget.com/tip/Tips-to-select-the-right-microcontrollers-for-IoT
[1] https://www.mobihealthnews.com/video/emea/covid-19-causing-accelerated-adoption-digital-tools?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.mobihealthnews.com/news/machine-learning-algorithm-helps-bluetooth-contact-tracing-systems-discern-event-risk-covid-19
[1] https://swift.org/

Top URLs in Tweet in G10:
[6] https://www.mobihealthnews.com/news/machine-learning-app-scans-faces-and-listens-speech-quickly-spot-strokes
[3] https://www.pharmexec.com/view/ai-2-0-the-humanizing-of-machine-learning-technology
[3] https://www.mobihealthnews.com/news/evaluating-musculoskeletal-digital-health-apps
[2] https://www.statnews.com/2020/10/26/artificial-intelligence-bias-fda-patients/
[2] https://www.mag.mobile.duke.edu/publications/2020/10/28/selecting-mobile-health-technologies-for-electronic-health-record-integration-case-study
[2] https://mhealth.jmir.org/2020/10/e20482
[2] https://www.mobihealthnews.com/news/emea/lifelight-and-karantis360-partner-deliver-social-care-remote-patient-monitoring
[2] https://www.mobihealthnews.com/news/digital-fitness-coaching-service-future-scores-24m-funding
[2] https://www.mobihealthnews.com/news/emea/clinical-trials-platform-based-machine-learning-launched-israel-s-bgu
[2] https://www.mobihealthnews.com/news/cohere-health-adds-10m-streamline-care-connecting-providers-and-payers

Top Domains
Top Domains in Tweet in Entire Graph:
[467] lqventures.com
[193] mobihealthnews.com
[144] twitter.com
[126] mailmystatements.com
[108] consalud.es
[106] socialpharma.net
[104] mhealthintelligence.com
[95] gadgetsandwearables.com
[91] bloombergquint.com
[83] digitalhealth.net

Top Domains in Tweet in G1:
[412] lqventures.com
[102] socialpharma.net
[93] mailmystatements.com
[86] gadgetsandwearables.com
[82] bloombergquint.com
[68] digitalhealth.net
[68] siliconvalley.com
[59] mhealthintelligence.com
[56] httpslink.com
[53] mobihealthnews.com

Top Domains in Tweet in G2:
[59] mobihealthnews.com
[53] lqventures.com
[37] twitter.com
[33] mailmystatements.com
[27] mhealthintelligence.com
[22] forbes.com
[20] httpslink.com
[16] medium.com
[14] digitalhealth.net
[14] blogspot.com

Top Domains in Tweet in G3:
[6] mobiuso.com
[2] information-age.com
[2] co.uk
[1] forbes.com
[1] cornell.edu
[1] plos.org
[1] ac.uk
[1] 0.0.0.0
[1] healthcareitnews.com
[1] healthdataalliance.com

Top Domains in Tweet in G4:
[12] mhealthintelligence.com
[9] twitter.com
[8] jmir.org
[4] nih.gov
[3] blogspot.com
[3] mhealthinsight.com
[3] tweetedtimes.com
[3] linkedin.com
[2] med-technews.com
[2] wordpress.com

Top Domains in Tweet in G5:
[6] jmir.org
[5] meetup.com
[2] linkedin.com
[2] agewell-nce.ca
[2] hcinnovationgroup.com
[2] com.au
[1] northwell.edu
[1] mckinsey.com
[1] google.com
[1] mobihealthnews.com

Top Domains in Tweet in G6:
[89] consalud.es
[8] fundacionisys.org
[4] theherdlocker.com
[3] wordpress.com
[1] we-doctor.com
[1] twitter.com
[1] opensuse.org
[1] t.ly

Top Domains in Tweet in G7:
[3] twitter.com
[1] facebook.com
[1] instagram.com

Top Domains in Tweet in G8:
[8] co.uk
[6] armman.org
[6] twitter.com
[2] healthcareitnews.com
[2] nordicinnovation.org
[2] theherdlocker.com
[2] whysummits.com
[1] forbesindia.com
[1] mymhealth.com
[1] mhealth-hub.org

Top Domains in Tweet in G9:
[4] mobihealthnews.com
[3] forbes.com
[2] medium.com
[2] hbr.org
[2] deloitte.com
[2] imore.com
[2] techtarget.com
[2] healthcareglobal.com
[1] mit.edu
[1] swift.org

Top Domains in Tweet in G10:
[75] mobihealthnews.com
[4] jmir.org
[3] pharmexec.com
[2] statnews.com
[2] duke.edu
[1] mit.edu
[1] tdwi.org
[1] frontiersin.org
[1] digitalpsych.org
[1] psychologytoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2447] mhealth
[1051] digitalhealth
[892] ai
[595] iot
[495] healthtech
[439] ehealth
[360] healthcare
[246] covid19
[215] socialmedia
[211] machinelearning



Top Hashtags in Tweet in G1:
[1036] mhealth
[735] ai
[634] digitalhealth
[498] iot
[329] healthtech
[299] ehealth
[205] socialmedia
[192] industry40
[170] digitalmarketing
[136] healthcare

Top Hashtags in Tweet in G2:
[690] mhealth
[179] digitalhealth
[123] healthcare
[65] ehealth
[59] telehealth
[55] hcsm
[54] healthtech
[44] ai
[43] health
[43] humanox

Top Hashtags in Tweet in G3:
[6] healthcare
[4] mhealth
[3] smes
[3] lifesciences
[2] digital
[2] health
[2] wearables
[2] startups
[2] medtech
[2] meddevices

Top Hashtags in Tweet in G4:
[29] hsbh2009
[17] mhealth
[8] digitalhealth
[6] healthcare
[2] innovation
[2] healthcareit
[2] ehealth
[2] emr
[2] patient
[2] privacy

Top Hashtags in Tweet in G5:
[10] healthyaging
[8] technology
[7] digitalhealth
[7] multiplesclerosis
[6] mhealth
[6] mobile
[6] machinelearning
[6] realworlddata
[4] innovation
[4] bigdata

Top Hashtags in Tweet in G6:
[103] mhealth
[13] saluddigital
[6] apps
[3] felizdomingo
[2] pacientes
[2] horizon2020
[2] inteligenciaartificial
[2] mygnuhealth
[2] gnuhealth
[1] teleconsulta

Top Hashtags in Tweet in G7:
[1] wellbeing
[1] nowmorethanever
[1] onecadetforce
[1] mentalhealthawareness
[1] vpn
[1] rafac

Top Hashtags in Tweet in G8:
[54] mhealth
[15] digitalhealth
[14] covid19
[13] mentalhealth
[13] apps
[10] maternalhealth
[10] healthtech
[7] childhealth
[6] health
[6] healthcare

Top Hashtags in Tweet in G9:
[103] healthit
[68] healthtech
[67] digitalhealth
[66] mhealth
[58] medtech
[34] ai
[32] artificialintelligence
[30] machinelearning
[29] healthcare
[26] analytics

Top Hashtags in Tweet in G10:
[90] mhealth
[75] hcsm
[67] hcsmeu
[8] machinelearning
[5] healthcare
[5] digitalhealthcare
[5] digitalhealth
[4] artificialintelligence
[4] technology
[4] healthit

Top Words
Top Words in Tweet in Entire Graph:
[2447] #mhealth
[1949] gt
[1098] enricomolinari
[1051] #digitalhealth
[892] #ai
[759] health
[595] #iot
[495] #healthtech
[458] _timos_
[439] #ehealth

Top Words in Tweet in G1:
[1731] gt
[1041] enricomolinari
[1036] #mhealth
[735] #ai
[634] #digitalhealth
[498] #iot
[390] _timos_
[329] #healthtech
[299] #ehealth
[205] #socialmedia

Top Words in Tweet in G2:
[690] #mhealth
[223] health
[207] gt
[179] #digitalhealth
[137] app
[123] #healthcare
[86] mailmystatement
[84] digital
[83] healthcare
[73] more

Top Words in Tweet in G3:
[11] barnetsouthgate
[10] nhsx
[9] firas_sarhan1
[9] tsavoice
[9] wearablesexpert
[8] nicochan33
[7] health
[7] digihealthnews
[7] caremessenger
[6] #healthcare

Top Words in Tweet in G4:
[110] mhealth
[56] health
[34] apps
[29] #hsbh2009
[22] app
[17] #mhealth
[15] mobile
[14] use
[12] more
[12] market

Top Words in Tweet in G5:
[15] mhealth
[14] susanmurphylab1
[14] really
[14] enjoyed
[14] talking
[14] university
[14] cambridge
[14] undergraduate
[14] math
[14] society

Top Words in Tweet in G6:
[103] #mhealth
[89] consalud_es
[87] xa
[87] sbr
[87] gracias
[61] dralfonsovidal
[56] civismo
[33] vida
[33] line
[19] fundacionisys

Top Words in Tweet in G7:
[65] rafac_mhealth
[38] rafac_mhwr
[36] aircadets
[19] congratulations
[12] rwo_ww
[10] comdtac
[9] regcomdtlaser
[9] thanks
[9] ma
[8] course

Top Words in Tweet in G8:
[54] #mhealth
[42] orchahealth
[30] health
[28] lizashallpayne
[20] news
[20] see
[18] help
[16] article
[16] apps
[16] great

Top Words in Tweet in G9:
[107] hubbucket
[103] #healthit
[68] #healthtech
[67] #digitalhealth
[66] #mhealth
[58] #medtech
[48] prosumersoft
[34] #ai
[32] #artificialintelligence
[31] co

Top Words in Tweet in G10:
[90] #mhealth
[75] #hcsm
[67] #hcsmeu
[54] health
[31] digital
[21] covid
[20] 19
[15] medical
[14] artificial
[14] dukemobileapps

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1286] gt,gt
[387] gt,#digitalhealth
[271] #ai,#iot
[214] #digitalhealth,#socialmedia
[210] covid,19
[180] #digitalhealth,#mhealth
[171] #socialmedia,#digitalmarketing
[171] wef,enricomolinari
[151] #mhealth,#hcsm
[150] #machinelearning,#ai

Top Word Pairs in Tweet in G1:
[1152] gt,gt
[359] gt,#digitalhealth
[238] #ai,#iot
[205] #digitalhealth,#socialmedia
[170] #socialmedia,#digitalmarketing
[158] wef,enricomolinari
[128] enricomolinari,#ai
[114] covid,19
[107] enricomolinari,#ehealth
[105] world's,first

Top Word Pairs in Tweet in G2:
[130] gt,gt
[55] #digitalhealth,#mhealth
[50] covid,19
[48] #mhealth,#healthcare
[44] #mhealth,#hcsm
[40] digital,health
[32] #ehealth,#mhealth
[27] #hcsm,#hcsmeu
[27] #healthcare,#healthapps
[26] gt,#digitalhealth

Top Word Pairs in Tweet in G3:
[4] barnetsouthgate,nicochan33
[3] firas_sarhan1,tsavoice
[3] digital,health
[2] cflashman,firas_sarhan1
[2] nicochan33,barnetsouthgate
[2] mobile,health
[2] health,technologies
[2] mobilehealthhub,mobilehealth
[2] dhealthldn,tsavoice
[2] #digital,#health

Top Word Pairs in Tweet in G4:
[20] mhealth,apps
[9] mhealth,app
[7] health,app
[7] covid,19
[6] mobile,health
[6] health,apps
[5] self,management
[5] using,mhealth
[4] ata,launches
[4] launches,resource

Top Word Pairs in Tweet in G5:
[14] really,enjoyed
[14] enjoyed,talking
[14] talking,university
[14] university,cambridge
[14] cambridge,undergraduate
[14] undergraduate,math
[14] math,society
[14] society,personalizing
[14] personalizing,mhealth
[13] susanmurphylab1,really

Top Word Pairs in Tweet in G6:
[87] xa,consalud_es
[87] consalud_es,sbr
[87] sbr,#mhealth
[85] #mhealth,gracias
[54] civismo,xa
[37] dralfonsovidal,civismo
[33] vida,line
[30] line,xa
[17] dralfonsovidal,vida
[10] nueva,guía

Top Word Pairs in Tweet in G7:
[26] aircadets,rafac_mhealth
[21] rafac_mhwr,aircadets
[16] rafac_mhealth,congratulations
[8] congratulations,ma
[7] rafac_mhwr,rwo_ww
[7] rwo_ww,rafac_mhealth
[6] rafac_mhwr,rafac_mhealth
[6] rafac_mhealth,comdtac
[5] rafac_aspire,aircadets
[5] aircadets,aco_rcnorth

Top Word Pairs in Tweet in G8:
[16] great,see
[14] lizashallpayne,great
[12] health,apps
[12] #mentalhealth,#apps
[12] #apps,thisisinsider
[12] showing,surge
[12] surge,downloads
[10] missed,news
[10] news,check
[10] check,latest

Top Word Pairs in Tweet in G9:
[51] #healthit,#healthtech
[47] hubbucket,prosumersoft
[43] #healthtech,#digitalhealth
[42] #medtech,#mhealth
[41] #digitalhealth,#medtech
[32] #artificialintelligence,#ai
[23] #machinelearning,#ml
[22] prosumersoft,hubmedx
[19] #ai,#cognitivecomputing
[16] #mhealth,#wearables

Top Word Pairs in Tweet in G10:
[75] #mhealth,#hcsm
[67] #hcsm,#hcsmeu
[20] covid,19
[20] digital,health
[13] artificial,intelligence
[12] assessing,digital
[12] health,'software
[12] 'software,medical
[12] medical,device'
[12] device',hard

Top Replied-To
Top Replied-To in Entire Graph:
@rafac_mhwr
@rafac_mhealth
@isansys
@chiefelftowers
@bwakefield1
@im_tdt
@lillian27580604
@cardno
@adribaran
@rwo_ww

Top Replied-To in G1:
@isansys
@dralfonsovidal
@enricomolinari
@quasagroup
@instantconnect1
@datadrivencare
@caring_mobile

Top Replied-To in G2:
@adribaran
@asymco
@brenttoderian
@ihrsa
@profgalloway
@alison_stewart5
@alfieep1
@realfooding_
@bmj_latest
@kirandamle01

Top Replied-To in G4:
@maxrvu

Top Replied-To in G5:
@susanmurphylab1
@fitbit

Top Replied-To in G6:
@thl_medical
@sanchezcastejon

Top Replied-To in G7:
@rafac_mhwr
@rafac_mhealth
@chiefelftowers
@bwakefield1
@im_tdt
@rwo_ww
@regcomdtlaser
@modlgbt
@holddani
@comdtac

Top Replied-To in G8:
@orchahealth

Top Replied-To in G9:
@hubbucket

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@_timos_
@mailmystatement
@wef
@hubbucket
@analytics_699
@consalud_es
@gigadgets_
@thibaudguymard
@enricom

Top Mentioned in G1:
@enricomolinari
@_timos_
@wef
@mailmystatement
@gigadgets_
@enricom
@mashable
@analytics_699
@seeker
@intheknow

Top Mentioned in G2:
@mailmystatement
@_timos_
@thibaudguymard
@humanoxsoccer
@ariannacblue
@garymonk
@enricomolinari
@my_health_apps
@eumhealthhub
@thl_medical

Top Mentioned in G3:
@nhsx
@barnetsouthgate
@firas_sarhan1
@tsavoice
@wearablesexpert
@nicochan33
@digihealthnews
@caremessenger
@cflashman
@ukthcnews

Top Mentioned in G4:
@judsontelemed
@chino_api
@hayleymcgregor1
@appit_ventures
@pecthejournal

Top Mentioned in G5:
@susanmurphylab1
@agewell_nce
@abhishekpratap
@novartis
@sagebio
@fitbit
@levshapiro
@mhealthisrael
@galienfdn
@mattjstork

Top Mentioned in G6:
@consalud_es
@dralfonsovidal
@fundacionisys
@thl_medical
@tbaupuig
@who
@statistacharts
@andreuprados
@meanmicio
@bayerespana

Top Mentioned in G7:
@rafac_mhealth
@aircadets
@rafac_mhwr
@comdtac
@rwo_ww
@regcomdtlaser
@rafac_aspire
@aco_rcnorth
@rcwalesandwest1
@rgcomdtsw

Top Mentioned in G8:
@orchahealth
@lizashallpayne
@americantelemed
@thisisinsider
@homeinsteaduk
@armmanindia
@hegde_aparna
@mohfw_india
@eumhealthhub
@tkrech

Top Mentioned in G9:
@hubbucket
@prosumersoft
@hubmedx
@rosenchild
@hubiomt
@hubdevops
@hubdataops
@hubharbor
@openai
@penn_state

Top Mentioned in G10:
@johntorousmd
@arieldora
@thibaudguymard
@moorejh
@dukemobileapps
@jskalia
@mobileresearch2
@dartmouth
@hubbucket
@jmirpub

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@evankirstel
@iam__network
@femtech_
@edjlazar
@3wombats
@aldoceccarelli
@lorimoreno

Top Tweeters in G1:
@sectest9
@chidambara09
@evankirstel
@edjlazar
@aldoceccarelli
@lorimoreno
@xaelbot
@businessinsider
@business
@fintechna

Top Tweeters in G2:
@john_siracusa
@nytimes
@caring_mobile
@forbes
@eprnetwork
@theedgemalaysia
@mls
@laliga
@bekalombardo
@amizere

Top Tweeters in G3:
@surreylive
@schneiderleonid
@techthings_iot
@nursemaiden
@innovateuk
@diabetesuk
@diabeticdaduk
@diabetescouk
@nationalnurses
@ikyle2017

Top Tweeters in G4:
@iam__network
@einpresswirepr
@iamchuckrussell
@fitnesscarter
@zorgbeheer
@reportsmarkets
@judsontelemed
@devnetjobsindia
@zenforcevets
@hassantalaat17

Top Tweeters in G5:
@fabriciosx
@jranck
@garmin
@webmd
@api_learnn
@stonybrooku
@gil_bashe
@accenture
@businessfrance
@ucalgary

Top Tweeters in G6:
@caval100
@ranyamir
@consalud_es
@laporres
@joseajarne
@gaba_cala
@mary_b_68
@siquizas
@luisaranton
@dralfonsovidal

Top Tweeters in G7:
@rocw11
@defencehq
@comdtac
@arc_sni
@natyouthagency
@armylgbt
@mod_dio
@ceregionrafac
@aircadets
@holddani

Top Tweeters in G8:
@coronaupdatebot
@thisisinsider
@ennomnom
@suchetadalal
@zephyr9673
@mohfw_india
@lloydgprice
@inovahealth
@nutritionschool
@startuphealth

Top Tweeters in G9:
@rosenchild
@hubbucket
@hubofml
@lucasoft_co_uk
@harvardbiz
@smashingmag
@kdnuggets
@imore
@sassoftware
@penn_state

Top Tweeters in G10:
@ml_tweet_bot
@cd_fuller
@readingjeannie
@biswapriyamisra
@api_daily
@psychtoday
@artificialbra1n
@moorejh
@the404code
@raklotsky


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