mhealth, Twitter, 5/12/2021 7:23:56 AM, 254664


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mhealth_2021-05-10_18-37-21.xlsx
mhealth_2021-05-10_18-37-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2021
Short Description:
mhealth via NodeXL https://bit.ly/2SLfUU4
@caring_mobile
@enricomolinari
@bsccetec
@_timos_
@analytics_699
@eumhealthhub
@dralfonsovidal
@evankirstel
@mobiuso
@orchahealth

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

Description:
Description
The graph represents a network of 2,695 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 Tuesday, 11 May 2021 at 01:55 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 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, 23-hour, 35-minute period from Monday, 26 April 2021 at 00:04 UTC to Sunday, 09 May 2021 at 23:40 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 : 2695
Unique Edges : 2598
Edges With Duplicates : 13566
Total Edges : 16164
Number of Edge Types : 5
Retweet : 5013
MentionsInRetweet : 6523
Mentions : 3028
Tweet : 1444
Replies to : 156
Self-Loops : 1628
Reciprocated Vertex Pair Ratio : 0.0677334502411223
Reciprocated Edge Ratio : 0.126873331964689
Connected Components : 221
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 1933
Maximum Edges in a Connected Component : 14003
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.000235
Graph Density : 0.000670906143384667
Modularity : 0.263658
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,695 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 Tuesday, 11 May 2021 at 01:55 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 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, 23-hour, 35-minute period from Monday, 26 April 2021 at 00:04 UTC to Sunday, 09 May 2021 at 23:40 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:
[122] http://www.socialpharma.net
[73] https://consalud.es/opinion/falsas-apariencias_96033_102.html
[67] http://TheHerdLocker.com
[44] http://mhealth.jugem.jp/?eid=951
[37] http://mhealth.jugem.jp/?eid=945
[20] https://www.bloombergquint.com/business/amazon-adds-urgency-to-u-k-podcast-startup-s-search-for-buyers?utm_source=dlvr.it&utm_medium=twitter
[18] https://news.mit.edu/2020/gaussian-machine-learning-tb-drug-1015
[17] https://www.forbes.com/sites/shamahyder/2021/04/19/how-virtual-reality-is-making-healthcare-more-accessible/
[17] https://www.iot-now.com/2021/04/19/109244-how-to-co-ordinate-patient-healthcare-with-connected-medical-devices/?source=sm
[17] https://gadgetsandwearables.com/2021/05/02/rockley-apple-hydration/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[28] http://www.socialpharma.net
[17] https://news.mit.edu/2020/gaussian-machine-learning-tb-drug-1015
[16] https://www.forbes.com/sites/shamahyder/2021/04/19/how-virtual-reality-is-making-healthcare-more-accessible/
[13] https://httpslink.com/hairhbc
[12] 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
[11] https://www.youtube.com/watch?v=0fvh5i7G4fk&feature=youtu.be

[8] https://interestingengineering.com/nanobots-will-be-flowing-through-your-body-by-2030
[7] https://www.theguardian.com/science/2021/apr/19/trial-to-study-effect-of-immune-system-on-covid-reinfection
[7] https://mailmystatements.com/solutions/
[7] https://dy.si/FxrvY2

Top URLs in Tweet in G2:
[27] http://TheHerdLocker.com
[17] https://www.iot-now.com/2021/04/19/109244-how-to-co-ordinate-patient-healthcare-with-connected-medical-devices/?source=sm
[13] http://blog.vcdoctor.com/how-to-defeat-post-covid-barriers-of-telemedicine
[9] https://www.thedigitalgroup.com/products/pulserx/
[9] http://www.socialpharma.net
[7] https://www.mobihealthnews.com/news/cigna-members-can-now-tap-mental-health-services-ginger-app
[6] https://www.strategyand.pwc.com/m1/en/ideation-center/ic-research/2021/the-social-investment-paradigm.html
[5] https://mhealthintelligence.com/news/new-mhealth-study-takes-on-health-outcomes-among-the-homeless
[4] https://quikvue.ru/
[4] https://www.mobihealthnews.com/news/american-board-telehealth-offers-new-certificate-focused-virtual-mental-health

Top URLs in Tweet in G3:
[85] http://www.socialpharma.net
[14] https://www.bloombergquint.com/business/amazon-adds-urgency-to-u-k-podcast-startup-s-search-for-buyers?utm_source=dlvr.it&utm_medium=twitter
[12] https://mhealthwatch.com/herpagreens/?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.siliconvalley.com/2021/05/01/may-day-protesters-demand-more-job-protections-amid-pandemic/?utm_source=dlvr.it&utm_medium=twitter
[11] https://gadgetsandwearables.com/2021/05/02/rockley-apple-hydration/?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.siliconvalley.com/2021/04/26/apple-announces-1st-east-coast-campus-in-north-carolina/?utm_source=dlvr.it&utm_medium=twitter
[10] https://mhealthwatch.com/har-vokse-review/?utm_source=dlvr.it&utm_medium=twitter
[9] https://hitconsultant.net/2021/04/30/halma-acquires-perigen/?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.bloombergquint.com/business/u-s-travel-ban-strategy-doesn-t-make-sense-ex-fda-chief-says?utm_source=dlvr.it&utm_medium=twitter
[9] https://gadgetsandwearables.com/2021/05/04/withings-cardio-vascular-age/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[7] https://www.meddeviceonline.com/doc/developing-a-set-of-usability-guidelines-for-mobile-health-applications-0001
[6] https://www.med-technews.com/news/Digital-in-Healthcare-News/possibilities-of-mhealth-to-be-discussed-at-virtual-conferen/
[4] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.cxotoday.com%2Fiot%2Fwearable-medical-devices-the-future-of-healthcare-and-patient-outcomes%2F
[3] https://transmitter.ieee.org/telehealth-is-booming-heres-what-you-need-to-know/
[3] http://mhealth.mobiuso.com/?read=https%3A%2F%2Ftele.net.in%2Fsmart-health-digital-technologies-poised-to-revolutionise-healthcare%2F
[3] https://www.cancernetwork.com/view/using-mobile-apps-may-be-feasible-for-promoting-drug-adherence-in-all
[3] https://securityintelligence.com/articles/iot-security-aware-of-what-you-connect-at-home/
[3] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.excellentwebworld.com%2Ftop-medical-apps-for-doctors%2F
[2] https://www.mills-reeve.com/events?search=ORCHA
[2] https://twitter.com/medtechonline/status/1389915858949058563

Top URLs in Tweet in G5:
[44] http://mhealth.jugem.jp/?eid=951
[37] http://mhealth.jugem.jp/?eid=945
[10] http://mhealth.jugem.jp/?eid=949
[7] http://mhealth.jugem.jp/?eid=943
[6] http://mhealth.jugem.jp/?eid=947
[5] http://mhealth.jugem.jp/?eid=942
[5] http://mhealth.jugem.jp/?eid=950
[2] http://mhealth.jugem.jp/?eid=944
[2] http://mhealth.jugem.jp/?eid=948
[2] http://mhealth.jugem.jp/?eid=941

Top URLs in Tweet in G6:
[3] https://doko.md/mhealth.html
[2] https://mhealth.jmir.org/2021/4/e27173
[2] https://www.uktech.news/news/my-mhealth-healthtech-startup-funding-20210429
[2] https://www.valtech.com/whitepapers/effective-mobile-patient-support/?utm_source=twitter&utm_medium=organic&utm_term=&utm_content=&utm_campaign=global_effective%2Bmobile%2Bpatient%2Bsupport
[2] https://clinicaltrials.gov/ct2/show/NCT04868851?term=diabetes&sfpd_d=14
[2] https://portalapotek.halodoc.com/
[2] https://www.doko.md/
[2] https://www.mhealth.ru/fitness/theory/neeffektivnye-5-aktivnostey-kotorye-pochti-ne-szhigayut-lishniy-zhir/?utm_source=dlvr.it&utm_medium=twitter
[1] https://blgs.co/qU0MSE
[1] https://twitter.com/iaptustweets/status/1385241235674312706

Top URLs in Tweet in G7:
[5] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D8vEZQSyCkpc&q=EgS4SO-bGPH7ioQGIhkA8aeDSyHLOvviZUMoWQ1gMihSyKBL6QWkMgFy
[4] https://mhealth.jmir.org/2020/12/e17139
[4] https://arxiv.org/abs/2104.11483
[2] https://mhealthintelligence.com/news/health-systems-to-use-mhealth-to-help-covid-19-patients-with-brain-fog
[2] https://www.fundacionisys.org/es/blogs/profesional/profesional/827-evaluacion-de-las-webs-como-herramientas-de-alfabetizacion-en-salud?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficoabril
[2] https://www.fundacionisys.org/es/blogs/formacion/829-influyendo-en-el-comportamiento-nudges-para-mejorar-la-salud-poblacional-2?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficomayo
[2] https://www.fundacionisys.org/es/blogs/formacion/832-el-sentido-de-las-prems?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficomayo
[2] https://www.fundacionisys.org/es/blogs/social/sociedad/831-accesibilidad-en-las-aplicaciones-y-dispositivos-de-telemonitorizacion-de-la-salud?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficoabril
[2] https://twitter.com/jmirpub/status/1387022250788851713
[2] https://jamanetwork.com/channels/health-forum/fullarticle/2778212?resultClick=1

Top URLs in Tweet in G8:
[14] https://www.pscp.tv/w/c1p9KTFxTFFHTXJ5cllkakp8MXlwS2RnT09sUmF4Vx-73FPZJ7GIJPmqSNjpBxRg7uNgzhJJZlffKF2U8EiS
[5] https://www.fb.watch/watch/
[1] https://www.facebook.com/watch/?v=149201913750011
[1] https://twitter.com/neurology_live/status/1387169182907830279
[1] https://wa.link/x6megw
[1] https://twitter.com/RitahAnindo/status/1388018184339529730
[1] https://twitter.com/rhnkorg/status/1388072810191278080
[1] https://www.pscp.tv/rhnkorg/1ypKdgOOlRaxW?t=5m6s
[1] https://twitter.com/mariahakinyi11/status/1388079304857329665
[1] https://twitter.com/abdallahshuai13/status/1388084290873962497

Top URLs in Tweet in G9:
[72] https://consalud.es/opinion/falsas-apariencias_96033_102.html
[32] http://TheHerdLocker.com
[7] https://consalud.es/opinion/libertad-accion_95377_102.html
[3] https://www.consalud.es/opinion/falsas-apariencias_96033_102.html
[2] https://www.mobihealthnews.com/news/apac/ide-group-kipuwex-team-develop-new-telehealth-solutions
[2] https://www.mobihealthnews.com/news/boost-mobile-s-unlimited-plus-plan-now-offers-telemedicine
[2] https://www.mobihealthnews.com/news/gut-health-startup-viome-breakthrough-device-designation-mrna-analysis-tool
[2] https://formative.jmir.org/2021/4/e25299
[2] https://www.jmir.org/2021/4/e25140
[2] http://theherdlocker.com/tweet/popularity/mHealth

Top URLs in Tweet in G10:
[7] https://www.meetup.com/mHealth-Israel/events/277836719
[6] https://www.prnewswire.com/news-releases/medtech-breakthrough-honors-standout-digital-health-and-medical-technology-innovation-in-2021-medtech-breakthrough-awards-program-301285419.html
[6] https://www.meetup.com/mHealth-Israel/events/277836719/
[6] https://www.meetup.com/mHealth-Israel/events/277872358
[6] https://www.meetup.com/mHealth-Israel/events/276871514
[4] https://www.slideshare.net/levshapiro/professor-harrison-bai-artificial-intelligence-applications-in-radiologymhealth-israel
[3] https://www.meetup.com/mHealth-Israel/events/277704978
[2] https://www.slideshare.net/levshapiro/spac-overview-for-mhealth-israel
[2] https://meetup.com/mHealth-Israel
[1] https://twitter.com/czds/status/1391151032466493447

Top Domains
Top Domains in Tweet in Entire Graph:
[520] bloombergquint.com
[369] teckro.com
[298] siliconvalley.com
[270] mobihealthnews.com
[167] theverge.com
[160] httpslink.com
[125] jugem.jp
[124] gadgetsandwearables.com
[124] mhealthintelligence.com
[122] socialpharma.net

Top Domains in Tweet in G1:
[110] httpslink.com
[64] bloombergquint.com
[43] siliconvalley.com
[37] medium.com
[28] socialpharma.net
[27] mobihealthnews.com
[26] theverge.com
[24] youtube.com
[21] forbes.com
[21] gadgetsandwearables.com

Top Domains in Tweet in G2:
[79] mobihealthnews.com
[79] bloombergquint.com
[49] httpslink.com
[46] siliconvalley.com
[29] theherdlocker.com
[26] theverge.com
[25] mhealthintelligence.com
[19] gadgetsandwearables.com
[17] iot-now.com
[16] hitconsultant.net

Top Domains in Tweet in G3:
[369] bloombergquint.com
[345] teckro.com
[204] siliconvalley.com
[113] theverge.com
[101] mobihealthnews.com
[85] socialpharma.net
[83] gadgetsandwearables.com
[61] hitconsultant.net
[57] mhealthintelligence.com
[52] mhealthwatch.com

Top Domains in Tweet in G4:
[19] mobiuso.com
[7] meddeviceonline.com
[6] med-technews.com
[6] bloombergquint.com
[5] siliconvalley.com
[4] medium.com
[3] ieee.org
[3] cancernetwork.com
[3] securityintelligence.com
[2] mills-reeve.com

Top Domains in Tweet in G5:
[124] jugem.jp

Top Domains in Tweet in G6:
[9] jmir.org
[7] twitter.com
[7] mhealthintelligence.com
[7] google.com
[7] mhealth.ru
[5] linkedin.com
[5] doko.md
[3] panacea.digital
[3] halodoc.com
[3] emedstore.in

Top Domains in Tweet in G7:
[27] jmir.org
[13] fundacionisys.org
[9] myhealthapps.net
[7] consalud.es
[6] arxiv.org
[5] google.com
[3] twitter.com
[3] lavanguardia.com
[3] healthtechinsider.com
[3] jamanetwork.com

Top Domains in Tweet in G8:
[15] pscp.tv
[6] twitter.com
[5] fb.watch
[1] facebook.com
[1] wa.link

Top Domains in Tweet in G9:
[82] consalud.es
[55] mobihealthnews.com
[34] theherdlocker.com
[4] jmir.org
[4] medium.com
[3] mhealthintelligence.com
[3] twitter.com
[1] bmj.com
[1] biotechstockmarketnews.com
[1] weforum.org

Top Domains in Tweet in G10:
[31] meetup.com
[7] slideshare.net
[6] prnewswire.com
[3] twitter.com
[2] linkedin.com
[1] khn.org
[1] healthcaredive.com
[1] mhealthintelligence.com
[1] zebra.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2539] mhealth
[2089] digitalhealth
[1301] ai
[1184] socialmedia
[770] iot
[709] healthtech
[586] digitalmarketing
[429] healthcare
[383] industry40
[361] medtech



Top Hashtags in Tweet in G1:
[536] ai
[495] mhealth
[329] digitalhealth
[316] iot
[289] analytics
[262] rstats
[257] reactjs
[246] bigdata
[227] machinelearning
[185] ehealth

Top Hashtags in Tweet in G2:
[547] mhealth
[351] digitalhealth
[166] socialmedia
[117] healthcare
[76] ehealth
[70] healthtech
[67] ai
[61] telehealth
[57] hcsm
[52] digitalmarketing

Top Hashtags in Tweet in G3:
[1204] digitalhealth
[879] mhealth
[846] socialmedia
[644] ai
[489] healthtech
[469] digitalmarketing
[384] iot
[361] industry40
[301] clinicaltrials
[259] pharma

Top Hashtags in Tweet in G4:
[25] digitalhealth
[16] socialmedia
[14] mhealth
[7] digitalmarketing
[4] mentalhealth
[4] telehealth
[3] medtech
[3] ieee
[2] medicaldeviceapps
[2] healthlaw

Top Hashtags in Tweet in G5:
[49] 亜鉛
[33] ビタミンd
[29] jugem_blog
[4] ベタイン
[4] 統合失調症

Top Hashtags in Tweet in G6:
[30] mhealth
[11] healthcare
[11] digitalhealth
[9] telehealth
[8] healthtech
[7] telemedicine
[6] mentalhealth
[5] ehealth
[5] health
[5] healthapps

Top Hashtags in Tweet in G7:
[87] mhealth
[37] ehealth
[28] digitalhealth
[14] appdesalud
[14] mobile
[13] health
[10] healthcare
[9] cbtworks
[8] healthapps
[7] cbti

Top Hashtags in Tweet in G8:
[103] mhealthke
[53] mhealth
[49] shemakeshersafechoice
[17] srhrisessentialke
[10] srhr
[8] healthcareforall
[8] safelegalabortion
[8] ma
[8] telehealth
[8] headache

Top Hashtags in Tweet in G9:
[202] mhealth
[52] hcsm
[52] hcsmeu
[29] digitalhealth
[29] healthtech
[29] medtech
[28] telehealth
[28] medtwitter
[23] ai
[22] analytics

Top Hashtags in Tweet in G10:
[60] digitalhealth
[21] spac
[16] healthtech
[12] spacs
[10] mhealth
[7] robotics
[6] medtech
[6] telehealth
[5] transformation
[4] ehr

Top Words
Top Words in Tweet in Entire Graph:
[2537] #mhealth
[2089] #digitalhealth
[1301] #ai
[1221] _timos_
[1184] #socialmedia
[906] health
[807] mhealth
[770] #iot
[746] teckroofficial
[709] #healthtech

Top Words in Tweet in G1:
[536] #ai
[529] enricomolinari
[494] #mhealth
[329] #digitalhealth
[316] #iot
[289] #analytics
[262] #rstats
[257] #reactjs
[249] analytics_699
[246] #bigdata

Top Words in Tweet in G2:
[546] #mhealth
[351] #digitalhealth
[223] _timos_
[177] health
[166] #socialmedia
[118] #healthcare
[92] covid
[92] teckroofficial
[89] garymonk
[81] ø

Top Words in Tweet in G3:
[1204] #digitalhealth
[879] #mhealth
[846] #socialmedia
[755] _timos_
[644] #ai
[578] teckroofficial
[489] #healthtech
[467] #digitalmarketing
[384] #iot
[361] #industry40

Top Words in Tweet in G4:
[37] bsccetec
[30] health
[27] orchahealth
[27] firas_sarhan1
[25] #digitalhealth
[24] lizashallpayne
[19] apps
[17] wearablesexpert
[16] _timos_
[16] #socialmedia

Top Words in Tweet in G5:
[328] ãƒ
[149] thirokazu_uc
[58] グルテン
[55] ç
[54] 栄養精神医学
[49] #亜鉛
[44] 感冒と亜鉛
[42] co
[41] は成人の風邪症状の期間を短縮します
[40] æ

Top Words in Tweet in G6:
[69] mhealth
[49] health
[30] #mhealth
[23] more
[19] market
[13] mobile
[12] care
[11] #healthcare
[11] #digitalhealth
[10] use

Top Words in Tweet in G7:
[87] #mhealth
[59] mhealth
[37] #ehealth
[35] jmir
[31] fundacionisys
[30] jmirpub
[28] #digitalhealth
[25] health
[25] app
[24] salud

Top Words in Tweet in G8:
[394] mhealth
[163] services
[149] health
[103] #mhealthke
[92] use
[86] rhnkorg
[83] information
[79] fahe_k
[77] ritahanindo
[62] srhr

Top Words in Tweet in G9:
[202] #mhealth
[104] co
[81] xa
[81] consalud_es
[81] sbr
[81] gracias
[74] falsas
[74] apariencias
[71] whsmd9hraw
[56] dralfonsovidal

Top Words in Tweet in G10:
[60] #digitalhealth
[39] levshapiro
[35] gil_bashe
[26] kslaw
[24] join
[22] finnpartners
[21] #spac
[20] axa
[20] rock_health
[19] kaganoffsari

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1180] #digitalhealth,#socialmedia
[578] #socialmedia,#digitalmarketing
[352] gt,gt
[292] #rstats,#reactjs
[260] #digitalhealth,#mhealth
[260] clinical,trial
[260] #mhealth,#medtech
[254] #medtech,#meded
[254] #meded,#pharma
[253] #pharma,#ai

Top Word Pairs in Tweet in G1:
[257] #rstats,#reactjs
[176] #reactjs,#iot
[173] #iot,#iiot
[153] #ai,#python
[153] #python,#rstats
[152] #digitalhealth,#socialmedia
[132] #machinelearning,#ai
[131] #analytics,#machinelearning
[92] mashable,enricomolinari
[90] #analytics,#bigdata

Top Word Pairs in Tweet in G2:
[164] #digitalhealth,#socialmedia
[50] #socialmedia,#digitalmarketing
[48] covid,19
[47] #digitalhealth,#mhealth
[46] ø,ù
[46] #mhealth,#hcsm
[42] #ehealth,#mhealth
[40] gt,gt
[36] digital,health
[33] ù,ø

Top Word Pairs in Tweet in G3:
[846] #digitalhealth,#socialmedia
[467] #socialmedia,#digitalmarketing
[253] #mhealth,#medtech
[253] #medtech,#meded
[253] #meded,#pharma
[252] #pharma,#ai
[252] #ai,#biotech
[224] gt,gt
[201] #mhealth,#healthtech
[199] clinical,trial

Top Word Pairs in Tweet in G4:
[16] #digitalhealth,#socialmedia
[10] lizashallpayne,cflashman
[9] health,wellbeing
[7] developing,set
[7] set,usability
[7] usability,guidelines
[7] guidelines,mobile
[7] mobile,health
[7] health,applications
[7] applications,lizashallpayne

Top Word Pairs in Tweet in G5:
[186] ãƒ,ãƒ
[41] 感冒と亜鉛,#亜鉛
[41] #亜鉛,は成人の風邪症状の期間を短縮します
[40] thirokazu_uc,感冒と亜鉛
[36] co,ddtlu3dutv
[29] thirokazu_uc,グルテン
[29] グルテン,カゼインによる潜在的なモルヒネ様作用と炎症
[29] カゼインによる潜在的なモルヒネ様作用と炎症,牛乳
[29] 牛乳,小麦など
[29] 小麦など,グルテン

Top Word Pairs in Tweet in G6:
[6] mobile,health
[6] mhealth,solutions
[5] learn,more
[5] digital,health
[5] awarded,5m
[5] covid,19
[5] men's,health
[4] health,care
[4] uk,healthtech
[4] healthtech,pioneer

Top Word Pairs in Tweet in G7:
[27] #ehealth,#mhealth
[26] jmir,mhealth
[18] jmirpub,jmir
[16] systematic,review
[12] #mhealth,#digitalhealth
[11] mhealth,impact
[10] impact,pediatric
[10] pediatric,#mobile
[10] #mobile,game
[10] game,play

Top Word Pairs in Tweet in G8:
[61] use,mhealth
[58] sexual,reproductive
[48] reproductive,health
[44] young,people
[44] srhr,services
[41] services,information
[34] covid,19
[33] mhealth,platform
[30] health,care
[26] delivering,successful

Top Word Pairs in Tweet in G9:
[81] xa,consalud_es
[81] consalud_es,sbr
[81] sbr,#mhealth
[81] #mhealth,gracias
[74] falsas,apariencias
[71] co,whsmd9hraw
[71] whsmd9hraw,xa
[67] apariencias,co
[52] #mhealth,#hcsm
[52] #hcsm,#hcsmeu

Top Word Pairs in Tweet in G10:
[14] 2020s,decade
[14] decade,#spac
[14] #spac,#digitalhealth
[14] #digitalhealth,companies
[14] companies,use
[14] use,model
[14] model,grow
[14] grow,join
[14] join,levshapiro
[13] gil_bashe,2020s

Top Replied-To
Top Replied-To in Entire Graph:
@wso5_semidlands
@chiefelftowers
@oc324sqn
@agkc06
@mo_merchant
@scottcooper21
@isansys
@davidtaylorjd65
@katherinealee
@flyingwithzain

Top Replied-To in G1:
@isansys

Top Replied-To in G2:
@davemorgan193
@prabinjoel
@vida
@moskvaa
@oloyedey4u
@asserdiq
@sulthern
@davvvymoore
@clementaustin7
@realchrisrufo

Top Replied-To in G3:
@kimberlyparks

Top Replied-To in G5:
@hdg8k

Top Replied-To in G7:
@fundacion_once

Top Replied-To in G8:
@dalumajohn
@nenanabinti

Top Replied-To in G9:
@vivariumh
@bean_lovey
@sia50534002

Top Replied-To in G10:
@johnnosta
@ahimaresources

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@teckroofficial
@enricomolinari
@analytics_699
@garymonk
@thirokazu_uc
@mailmystatement
@mashable
@rafac_mhealth
@gigadgets_

Top Mentioned in G1:
@enricomolinari
@analytics_699
@_timos_
@mashable
@gigadgets_
@teckroofficial
@mailmystatement
@visualcap
@wef
@eli_krumova

Top Mentioned in G2:
@_timos_
@garymonk
@teckroofficial
@mailmystatement
@thibaudguymard
@ariannacblue
@thl_medical
@enricomolinari
@fundacionisys
@digitalsalutem

Top Mentioned in G3:
@_timos_
@teckroofficial
@garymonk
@tuftscsdd
@darebioscience
@sabrinadareceo
@mhealthintel
@msharmas
@hcitexpert
@ovariancancerco

Top Mentioned in G4:
@bsccetec
@orchahealth
@firas_sarhan1
@lizashallpayne
@_timos_
@wearablesexpert
@cflashman
@nhsx
@ukthcnews
@digitalnursenhs

Top Mentioned in G5:
@thirokazu_uc
@okudaira_tomo
@rakusuke1990
@hdg8k

Top Mentioned in G6:
@panacea_digital

Top Mentioned in G7:
@fundacionisys
@jmirpub
@sbmdigitalhlth
@carissa_low
@inma_grau
@everosenfeld
@pitthealthtech
@mhealth
@hospitalclinic
@drlaurenafowler

Top Mentioned in G8:
@rhnkorg
@fahe_k
@ritahanindo
@mbuguajohn19
@nenanabinti
@madaci_ke
@safe2choose
@reprorights
@mokayakelvinob
@lisamaryanne03

Top Mentioned in G9:
@consalud_es
@dralfonsovidal
@analytics_699
@rhernandezramos
@vivariumh
@bethanyjcliffe
@wilber55165104
@eriwick
@thl_medical
@digitalsalutem

Top Mentioned in G10:
@levshapiro
@gil_bashe
@kslaw
@rock_health
@finnpartners
@axa
@kaganoffsari
@cardinalhealth
@bmsnews
@fpipr

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@edinburghwatch
@chidambara09
@lilianasnchez9
@femtech_
@aaroncuddeback
@evankirstel
@xaelbot
@rosenchild
@cybersecurityn8

Top Tweeters in G1:
@sectest9
@edinburghwatch
@chidambara09
@xaelbot
@cybersecurityn8
@guardian
@fintechna
@trendsinai
@ssxman2
@andrewmorrisuk

Top Tweeters in G2:
@aaroncuddeback
@abc_es
@emocionycambio
@skuemy
@caring_mobile
@jacobussystems
@cnn
@aparanjape
@socentlive
@sminaev2015

Top Tweeters in G3:
@femtech_
@viralvideovlogs
@calcaware
@jfsebastian146
@gummbyman32
@fastcompany
@techcrunch
@trackntracer
@stanleyepstein
@botfemale

Top Tweeters in G4:
@bournemouthecho
@thebhf
@techthings_iot
@iphone_news
@nursingtimes
@j23app
@berci
@a_iphone
@heartdisease
@datatrans

Top Tweeters in G5:
@liamisak_
@ponyoponyossyi
@cattail_siro
@araran100
@gp32er
@m_sky92
@narukemist
@touzai_dou
@tumu1209
@matomi_o

Top Tweeters in G6:
@eprnetwork
@pharminews
@industrytoday
@kingnormies
@ashleewisdom
@sarang143u
@drefleming7
@publichealthrts
@popmechanica
@sololeon

Top Tweeters in G7:
@lavanguardia
@ml_tweet_bot
@20m
@rtve
@evidencerobot
@yahyapatel
@shigekzishihara
@infosalus_com
@gloriapino
@icary84

Top Tweeters in G8:
@iamukasa
@thesanasi
@mmayabi
@kombemartha
@abukaalfred
@jenbo1
@one2oneke
@fahe_k
@reprorights
@steve_ougo

Top Tweeters in G9:
@ranyamir
@designthinkbot
@chichodisanto
@consalud_es
@celestinogutirr
@joseajarne
@discriminantbot
@vicentematas
@luisaranton
@dralfonsovidal

Top Tweeters in G10:
@evankirstel
@artificialbra1n
@drferdowsi
@pharmacypodcast
@jadp
@healtheugene
@gil_bashe
@srwellman
@brownuniversity
@shwen