mhealth, Twitter, 5/31/2021 4:49:27 AM, 255919


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mhealth_2021-05-30_18-37-20.xlsx
mhealth_2021-05-30_18-37-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2021
Short Description:
mhealth via NodeXL https://bit.ly/3vDpXsH
@caring_mobile
@enricomolinari
@garymonk
@analytics_699
@_timos_
@leapdroidmedia
@emochahealth
@gigadgets_
@dralfonsovidal
@margaretsiegien

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

Description:
Description
The graph represents a network of 2,351 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, 31 May 2021 at 01:46 UTC.

The requested start date was Monday, 31 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 12-day, 2-hour, 42-minute period from Tuesday, 18 May 2021 at 09:29 UTC to Sunday, 30 May 2021 at 12:12 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 : 2351
Unique Edges : 2401
Edges With Duplicates : 12031
Total Edges : 14432
Number of Edge Types : 5
Retweet : 4669
MentionsInRetweet : 6367
Replies to : 152
Mentions : 1838
Tweet : 1406
Self-Loops : 1608
Reciprocated Vertex Pair Ratio : 0.052669726987195
Reciprocated Edge Ratio : 0.100068854716548
Connected Components : 188
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 1852
Maximum Edges in a Connected Component : 13072
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.874965
Graph Density : 0.000788618695530195
Modularity : 0.260844
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,351 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, 31 May 2021 at 01:46 UTC.

The requested start date was Monday, 31 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 12-day, 2-hour, 42-minute period from Tuesday, 18 May 2021 at 09:29 UTC to Sunday, 30 May 2021 at 12:12 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:
[115] http://www.socialpharma.net
[54] https://www.prnewswire.com/news-releases/medtech-breakthrough-honors-standout-digital-health-and-medical-technology-innovation-in-2021-medtech-breakthrough-awards-program-301285419.html
[52] https://www.consalud.es/opinion/brindis-sol_96698_102.html
[47] https://successanalytics.blogspot.com/
[44] https://consalud.es/opinion/ethos-2050_97404_102.html
[37] http://TheHerdLocker.com
[36] https://news.mit.edu/2020/gaussian-machine-learning-tb-drug-1015
[30] https://consalud.es/
[17] https://www.digitalhealth.net/2021/05/care-homes-in-south-east-london-deploy-remote-diagnostic-tech/?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.theverge.com/2021/5/18/22440483/samsung-smartwatch-google-wearos-tizen-watch?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[15] http://www.socialpharma.net
[13] http://TheHerdLocker.com
[12] https://www.prnewswire.com/news-releases/medtech-breakthrough-honors-standout-digital-health-and-medical-technology-innovation-in-2021-medtech-breakthrough-awards-program-301285419.html
[9] https://mhealthintelligence.com/news/digital-duds-the-mhealth-wearable-market-looks-to-sensor-embedded-clothing
[6] http://ctilab.ca
[6] https://wa.link/x6megw
[5] https://httpslink.com/htrlpv
[5] https://www.fiercehealthcare.com/digital-health/yes-health-inks-tie-up-gympass-to-offer-mobile-diabetes-prevention-platform-to
[5] https://www.iot-now.com/2021/04/19/109244-how-to-co-ordinate-patient-healthcare-with-connected-medical-devices/?source=sm
[4] https://www.healthcareradius.in/business/29347-srit-partners-with-simboai-for-providing-voice-enabled-patient-care

Top URLs in Tweet in G2:
[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
[5] https://www.weforum.org/agenda/2021/04/private-sector-accelerate-covid-19-vaccinations?utm_source=twitter&utm_medium=social_scheduler&utm_term=Vaccination&utm_content=27/04/2021+15:45
[4] https://www.mckinsey.com/industries/pharmaceuticals-and-medical-products/our-insights/the-bio-revolution-innovations-transforming-economies-societies-and-our-lives?cid=soc-web
[3] https://www.weforum.org/agenda/2021/04/health-challenges-need-predictable-health-policies-japan-s-example-shows-why?utm_source=twitter&utm_medium=social_scheduler&utm_term=Japan&utm_content=28/04/2021+00:00
[2] https://www.weforum.org/agenda/2021/04/countries-donate-medical-supplies-to-help-india-in-covid-19-crisis?utm_source=twitter&utm_medium=social_scheduler&utm_term=India&utm_content=27/04/2021+18:00
[1] https://successanalytics.blogspot.com/
[1] https://mhealthintelligence.com/news/nova-scotia-launches-telehealth-pilot-to-connect-residents-with-pcps?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.theverge.com/2021/5/18/22440483/samsung-smartwatch-google-wearos-tizen-watch?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.theverge.com/2021/5/18/22440754/google-health-ai-skin-condition-model-dermatology?utm_source=dlvr.it&utm_medium=twitter
[1] https://9to5google.com/2021/05/28/youtube-description-ui-gains-expanded-likes-and-views-counter-on-mobile/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[51] https://www.consalud.es/opinion/brindis-sol_96698_102.html
[44] https://consalud.es/opinion/ethos-2050_97404_102.html
[43] https://successanalytics.blogspot.com/
[35] https://news.mit.edu/2020/gaussian-machine-learning-tb-drug-1015
[30] https://consalud.es/
[22] http://TheHerdLocker.com
[11] https://t.ly/un0L
[8] https://www.cio.com/article/3619551/ai-in-healthcare-the-tech-is-here-the-users-are-not.html
[8] http://www.socialpharma.net
[7] https://www.arena-international.com/octeastcoast/?utm_campaign=Awe&utm_content=167939975&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947

Top URLs in Tweet in G4:
[87] http://www.socialpharma.net
[14] https://www.theverge.com/2021/5/18/22440483/samsung-smartwatch-google-wearos-tizen-watch?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.digitalhealth.net/2021/05/care-homes-in-south-east-london-deploy-remote-diagnostic-tech/?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.bloombergquint.com/technology/banking-tech-startup-is-unicorn-with-250-million-from-softbank?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.beckershospitalreview.com/digital-transformation/10-recent-health-it-innovation-partnerships.html
[11] https://www.bloombergquint.com/politics/g-7-to-discuss-ways-to-recognize-vaccine-certificates-globally?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.theverge.com/2021/5/27/22457200/ccia-netchoice-lawsuit-florida-social-media-law-unconstitutional?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.theverge.com/tldr/2021/5/24/22451278/cheese-encrochat-drug-dealer-jailed-conviction?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.digitalhealth.net/2021/05/data-collection-service-destroy-patient-trust/?utm_source=dlvr.it&utm_medium=twitter
[8] https://techcrunch.com/2021/05/25/acuitymd-raises-7m-to-better-track-the-evolving-world-of-medical-hardware/

Top URLs in Tweet in G5:
[6] https://mhealthintelligence.com/news/digital-duds-the-mhealth-wearable-market-looks-to-sensor-embedded-clothing
[4] https://mhealthintelligence.com/news/2m-army-project-aims-to-create-an-mhealth-wearable-to-diagnose-concussions
[4] https://portalapotek.halodoc.com/
[3] https://hitconsultant.net/2021/05/07/medtech-breakthrough-announces-2021-medtech-breakthrough-award-winners/#.YJ6FEmZKj0p
[3] https://www.atlantatechblogs.com/posts/23208/redirect
[3] https://doko.md/mhealth.html
[2] https://sites.google.com/mhealth.tech/wholeshale/promo-harga/potongan-harga-stimuno-10
[2] https://sites.google.com/mhealth.tech/wholeshale/home
[2] https://sites.google.com/mhealth.tech/wholeshale/promo-harga/promo-transaksi-pertama-medisend?authuser=0
[2] https://trialbulletin.com/lib/entry/ct-04903574

Top URLs in Tweet in G6:
[2] https://hubbucket.xyz
[1] https://technative.io/keeping-control-of-data-in-the-digital-supply-chain/
[1] https://www.forbes.com/sites/forbestechcouncil/2021/05/21/dissecting-the-reasons-behind-medical-device-hacking/?utm_campaign=Social%20Member%20Articles&utm_content=167886712&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[1] https://www.wired.co.uk/article/ai-healthcare-boom-deepmind?sf245784213=1
[1] https://thisweekindigitalhealth.com/scaling-digital-health-across-care-settings/
[1] https://techcrunch.com/sponsor/change-healthcare/3-strategies-for-leveraging-apis-in-digital-health/
[1] https://www.forbes.com/sites/forbestechcouncil/2021/05/19/how-collaboration-technology-is-healing-healthcare-sector-afflictions/?utm_campaign=Social%20Member%20Articles&utm_content=167431297&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[1] https://www.forbes.com/sites/forbestechcouncil/2021/05/20/three-important-lessons-to-improve-digital-health-delivery/?utm_campaign=Social%20Member%20Articles&utm_content=167623996&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[1] https://www.healthcareitnews.com/news/synthetic-datas-growing-role-healthcare-ai-machine-learning-and-robotics
[1] https://www.datasciencecentral.com/profiles/blogs/future-of-technology-in-the-healthcare-industry-and-medical

Top URLs in Tweet in G7:
[2] https://leapdroid.com/?p=4896
[2] https://leapdroid.com/?p=4950
[2] https://leapdroid.com/?p=4952
[1] https://leapdroid.com/?p=4946
[1] https://leapdroid.com/?p=4966
[1] https://leapdroid.com/?p=4968
[1] https://leapdroid.com/?p=4970
[1] https://leapdroid.com/?p=4972
[1] https://leapdroid.com/?p=4974

Top URLs in Tweet in G8:
[1] https://www.medtechintelligence.com/column/the-transformation-to-true-digital-healthcare/
[1] https://www.rtinsights.com/for-digital-healthcare-too-much-data-not-enough-context/
[1] https://www.emarketer.com/content/cms-makes-pricing-transparency-water-murkier-digital-health-could-step-clear-things-up
[1] https://www.mobihealthnews.com/news/cvs-health-eyes-early-stage-companies-100m-digital-health-fund
[1] https://www.modernhealthcare.com/technology/digital-healths-next-big-transformation-shift-healthcare-anywhere
[1] https://www.wsj.com/articles/digital-health-startups-are-booming-their-customers-are-overwhelmed-11620039601?reflink=desktopwebshare_twitter
[1] http://mhealth.mobiuso.com/?edition_id=b05473a0-bbed-11eb-84cd-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=e9f604d0-b7ff-11eb-8c7f-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=0206a7e0-b8c9-11eb-8c7f-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=316c5880-b992-11eb-84cd-fa163eed9ef2

Top URLs in Tweet in G9:
[1] https://twitter.com/flyingwithzain/status/1397803719358550016
[1] https://twitter.com/Wso5_Semidlands/status/1397675309588258817
[1] https://twitter.com/RAFAC_MHealth/status/1393204455256977415
[1] https://twitter.com/adj_1297/status/1398389171451052038

Top URLs in Tweet in G10:
[2] https://apprater.net/a/glycoleap/
[1] https://mhealth.jmir.org/2021/5/e24076
[1] https://preprints.jmir.org/preprint/30387
[1] https://mhealth.jmir.org/2020/11/e15717/
[1] https://mhealth.jmir.org/2021/3/e18079/
[1] https://mhealth.jmir.org/2021/5/e19262/
[1] https://formative.jmir.org/2021/5/e25969/
[1] https://mhealth.jmir.org/2021/5/e27039/
[1] https://mhealth.jmir.org/2021/5/e21177/
[1] https://mhealth.jmir.org/2021/5/e24470/

Top Domains
Top Domains in Tweet in Entire Graph:
[321] teckro.com
[270] siliconvalley.com
[237] mobihealthnews.com
[187] theverge.com
[179] bloombergquint.com
[155] digitalhealth.net
[154] httpslink.com
[141] mhealthintelligence.com
[134] consalud.es
[115] socialpharma.net

Top Domains in Tweet in G1:
[71] mobihealthnews.com
[60] httpslink.com
[46] mhealthintelligence.com
[36] siliconvalley.com
[27] theverge.com
[26] medium.com
[24] twitter.com
[24] fiercehealthcare.com
[17] theherdlocker.com
[17] digitalhealth.net

Top Domains in Tweet in G2:
[10] weforum.org
[6] prnewswire.com
[4] mckinsey.com
[3] theverge.com
[3] siliconvalley.com
[2] mhealthintelligence.com
[2] twitter.com
[2] digitalhealth.net
[1] blogspot.com
[1] 9to5google.com

Top Domains in Tweet in G3:
[308] teckro.com
[131] consalud.es
[43] blogspot.com
[35] mit.edu
[24] theherdlocker.com
[23] siliconvalley.com
[18] theverge.com
[16] bloombergquint.com
[15] youtube.com
[15] mhealthintelligence.com

Top Domains in Tweet in G4:
[192] siliconvalley.com
[147] mobihealthnews.com
[143] bloombergquint.com
[134] theverge.com
[114] digitalhealth.net
[94] httpslink.com
[87] socialpharma.net
[68] hitconsultant.net
[63] gadgetsandwearables.com
[47] mhealthintelligence.com

Top Domains in Tweet in G5:
[17] mhealthintelligence.com
[10] mhealth.ru
[9] google.com
[8] panacea.digital
[5] halodoc.com
[4] jmir.org
[4] hitconsultant.net
[4] co.uk
[4] beckershospitalreview.com
[4] trialbulletin.com

Top Domains in Tweet in G6:
[3] forbes.com
[2] hubbucket.xyz
[2] technative.io
[2] cloud28plus.com
[1] co.uk
[1] thisweekindigitalhealth.com
[1] techcrunch.com
[1] healthcareitnews.com
[1] datasciencecentral.com
[1] hpe.com

Top Domains in Tweet in G7:
[12] leapdroid.com

Top Domains in Tweet in G8:
[12] mobiuso.com
[3] marketwatch.com
[3] jmir.org
[1] medtechintelligence.com
[1] rtinsights.com
[1] emarketer.com
[1] mobihealthnews.com
[1] modernhealthcare.com
[1] wsj.com
[1] frontiersin.org

Top Domains in Tweet in G9:
[4] twitter.com

Top Domains in Tweet in G10:
[25] jmir.org
[2] apprater.net
[2] doi.org
[1] oup.com
[1] ucd.ie
[1] twitter.com
[1] uhnresearch.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2534] mhealth
[1892] digitalhealth
[1528] ai
[1089] iot
[936] socialmedia
[861] healthtech
[625] analytics
[618] rstats
[609] reactjs
[519] iiot



Top Hashtags in Tweet in G1:
[629] mhealth
[314] digitalhealth
[114] healthcare
[91] socialmedia
[79] telehealth
[72] healthtech
[69] ehealth
[54] ai
[49] covid19
[40] health

Top Hashtags in Tweet in G2:
[227] ehealth
[95] mhealth
[78] ai
[67] fintech
[64] marketing
[60] iot
[57] smartcities
[56] blockchain
[40] vr
[40] finserv

Top Hashtags in Tweet in G3:
[1008] ai
[619] iot
[593] rstats
[585] reactjs
[560] analytics
[541] mhealth
[484] python
[472] iiot
[421] bigdata
[386] machinelearning

Top Hashtags in Tweet in G4:
[1109] digitalhealth
[754] mhealth
[714] socialmedia
[486] healthtech
[399] digitalmarketing
[357] iot
[355] ai
[323] industry40
[64] healthcare
[57] hcsm

Top Hashtags in Tweet in G5:
[37] mhealth
[15] digitalhealth
[14] healthtech
[10] ehealth
[9] mentalhealth
[8] healthcareux
[7] health
[5] telehealth
[5] healthcare
[5] telemedicine

Top Hashtags in Tweet in G6:
[94] mhealth
[91] healthit
[84] healthtech
[82] digitalhealth
[74] medtech
[68] mygnuhealth
[47] pinetime
[39] analytics
[22] healthcare
[21] privacy

Top Hashtags in Tweet in G8:
[19] digitalhealth
[12] mhealth
[12] healthcare
[9] healthtech
[8] telehealth
[8] health
[6] mobile
[6] startups
[6] ehealth
[6] iot

Top Hashtags in Tweet in G9:
[1] noranks
[1] noformalities
[1] happyweekend
[1] goodforyou
[1] mentalhealth
[1] garden
[1] pridemonth2021

Top Hashtags in Tweet in G10:
[20] mhealth
[13] mobile
[13] health
[12] app
[9] physicalactivity
[6] digitalhealth
[3] diabetes
[3] textmessaging
[2] mobilephone
[2] digital

Top Words
Top Words in Tweet in Entire Graph:
[2534] #mhealth
[1892] #digitalhealth
[1528] #ai
[1089] #iot
[983] _timos_
[936] #socialmedia
[861] #healthtech
[832] enricomolinari
[726] health
[625] #analytics

Top Words in Tweet in G1:
[629] #mhealth
[314] #digitalhealth
[191] health
[159] _timos_
[114] #healthcare
[113] garymonk
[108] healthcare
[107] mailmystatement
[91] #socialmedia
[86] more

Top Words in Tweet in G2:
[669] enricomolinari
[227] #ehealth
[212] gigadgets_
[152] wef
[95] #mhealth
[90] 50x
[90] better
[90] protection
[90] air
[90] filtration

Top Words in Tweet in G3:
[1008] #ai
[619] #iot
[593] #rstats
[585] #reactjs
[563] analytics_699
[560] #analytics
[541] #mhealth
[484] #python
[472] #iiot
[453] teckroofficial

Top Words in Tweet in G4:
[1109] #digitalhealth
[754] #mhealth
[714] #socialmedia
[642] _timos_
[486] #healthtech
[399] #digitalmarketing
[357] #iot
[355] #ai
[347] gt
[323] #industry40

Top Words in Tweet in G5:
[75] mhealth
[52] health
[37] #mhealth
[17] app
[17] more
[15] #digitalhealth
[14] #healthtech
[13] digital
[13] apps
[13] 2021

Top Words in Tweet in G6:
[137] hubbucket
[94] #mhealth
[91] #healthit
[84] #healthtech
[82] #digitalhealth
[74] #medtech
[68] #mygnuhealth
[64] meanmicio
[57] desktop
[48] smartwatch

Top Words in Tweet in G7:
[12] top
[12] mhealth
[12] mobile
[12] health
[12] companies
[12] 2021
[12] featuring
[7] spinesource
[4] mymedicnow
[3] leapdroidmedia

Top Words in Tweet in G8:
[19] #digitalhealth
[18] mhealth
[13] latest
[12] #mhealth
[12] #healthcare
[12] daily
[12] thanks
[9] #healthtech
[8] #telehealth
[8] #health

Top Words in Tweet in G9:
[77] rafac_mhealth
[54] aircadets
[53] wso5_semidlands
[41] comdtac
[36] clairesarsfield
[34] rafac_mhwr
[32] sgtrafac_trg
[32] chat
[31] cwobenturnbull
[27] aircadet101

Top Words in Tweet in G10:
[35] mhealth
[32] jmir
[28] jmirpub
[24] study
[20] #mhealth
[15] patients
[14] using
[13] #mobile
[13] #health
[12] #app

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[933] #digitalhealth,#socialmedia
[609] #rstats,#reactjs
[521] #reactjs,#iot
[514] #iot,#iiot
[470] #socialmedia,#digitalmarketing
[466] #ai,#python
[466] #python,#rstats
[327] #digitalhealth,#mhealth
[327] #machinelearning,#ai
[323] gt,gt

Top Word Pairs in Tweet in G1:
[90] #digitalhealth,#socialmedia
[68] #digitalhealth,#mhealth
[55] gt,gt
[46] covid,19
[33] #mhealth,#digitalhealth
[30] #ehealth,#mhealth
[29] #mhealth,#hcsm
[27] #socialmedia,#digitalmarketing
[26] digital,health
[22] mental,health

Top Word Pairs in Tweet in G2:
[173] enricomolinari,#ehealth
[146] gigadgets_,enricomolinari
[138] wef,enricomolinari
[90] 50x,better
[90] better,protection
[90] protection,air
[90] air,filtration
[90] filtration,masks
[90] masks,n95
[90] n95,gigadgets_

Top Word Pairs in Tweet in G3:
[585] #rstats,#reactjs
[498] #reactjs,#iot
[471] #iot,#iiot
[444] #ai,#python
[444] #python,#rstats
[315] #machinelearning,#ai
[265] #analytics,#bigdata
[253] #bigdata,#ai
[233] #iiot,#ml
[231] #mhealth,#medtech

Top Word Pairs in Tweet in G4:
[714] #digitalhealth,#socialmedia
[399] #socialmedia,#digitalmarketing
[231] #mhealth,#healthtech
[227] gt,gt
[207] #digitalhealth,#mhealth
[86] covid,19
[79] #digitalmarketing,#iot
[78] #iot,#mhealth
[78] #digitalmarketing,#mhealth
[73] #mhealth,#ai

Top Word Pairs in Tweet in G5:
[9] #digitalhealth,#mhealth
[9] mental,health
[8] #mhealth,#ehealth
[8] #mhealth,#healthtech
[8] #healthtech,#healthcareux
[7] mhealth,technology
[6] mobile,health
[6] medtech,breakthrough
[6] best,overall
[6] overall,mhealth

Top Word Pairs in Tweet in G6:
[84] #healthit,#healthtech
[73] #healthtech,#digitalhealth
[69] #medtech,#mhealth
[66] #digitalhealth,#medtech
[47] #pinetime,smartwatch
[47] smartwatch,thepine64
[47] thepine64,run
[47] run,#mygnuhealth
[47] #mygnuhealth,kdecommunity
[47] kdecommunity,plasma

Top Word Pairs in Tweet in G7:
[12] top,mhealth
[12] mhealth,mobile
[12] mobile,health
[12] health,companies
[12] 2021,featuring
[3] leapdroidmedia,top
[2] companies,toronto
[2] toronto,2021
[2] featuring,figure1
[2] companies,missouri

Top Word Pairs in Tweet in G8:
[12] latest,mhealth
[12] mhealth,daily
[12] daily,thanks
[10] #digitalhealth,#mhealth
[7] #healthtech,#healthcare
[6] #mhealth,#telehealth
[6] #telehealth,#healthtech
[6] #healthcare,#mobile
[6] #mobile,#startups
[6] #startups,#ehealth

Top Word Pairs in Tweet in G9:
[20] aircadets,comdtac
[20] rafac_mhealth,rafac_mhwr
[19] comdtac,aircadet101
[19] wso5_semidlands,aircadets
[18] aircadet101,rafac_mhealth
[18] clairesarsfield,sgtrafac_trg
[16] rafac_mhwr,clairesarsfield
[15] chat,sessions
[15] sgtrafac_trg,cwobenturnbull
[14] cwobenturnbull,scottcooper21

Top Word Pairs in Tweet in G10:
[30] jmir,mhealth
[13] jmirpub,jmir
[7] functional,movement
[7] randomized,controlled
[7] controlled,trial
[7] mhealth,developing
[7] developing,messaging
[7] messaging,content
[7] content,#physicalactivity
[7] #physicalactivity,smartphone

Top Replied-To
Top Replied-To in Entire Graph:
@wso5_semidlands
@ugmanofficial
@oc324sqn
@acollinsrosell
@therealugman
@isansys
@clementaustin7
@rafac_mhwr
@mo_merchant
@fcmutuals

Top Replied-To in G1:
@cnbctv18news
@drjuliopicon
@wysabuddy
@uyahf1
@openacademics
@academicchatter
@mailonline
@wef
@abnermason
@ackuje

Top Replied-To in G2:
@sdgoals

Top Replied-To in G3:
@amarquand

Top Replied-To in G4:
@lyrahealth
@dariohealth
@babylonhealth
@noom

Top Replied-To in G8:
@mhealth
@mhsjohnwright

Top Replied-To in G9:
@wso5_semidlands
@oc324sqn
@acollinsrosell
@rafac_mhwr
@cwobenturnbull
@alexcorbin
@rwo_ww
@aid3ww
@mo_merchant
@p_rafac

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@analytics_699
@enricomolinari
@teckroofficial
@garymonk
@gigadgets_
@wef
@margaretsiegien
@pawlowskimario
@hubbucket

Top Mentioned in G1:
@_timos_
@garymonk
@mailmystatement
@thibaudguymard
@teckroofficial
@enricomolinari
@digitalsalutem
@ariannacblue
@fundacionisys
@_pink_shoes

Top Mentioned in G2:
@enricomolinari
@gigadgets_
@wef
@enricomolinar
@uniladtech
@e
@enricom
@_timos_
@enricomo
@evankirstel

Top Mentioned in G3:
@analytics_699
@teckroofficial
@margaretsiegien
@pawlowskimario
@_timos_
@dralfonsovidal
@consalud_es
@enricomolinari
@fabriziobustama
@successanalytix

Top Mentioned in G4:
@_timos_
@garymonk
@mailmystatement
@beckershr
@fiercehealth
@gamonetwork
@biogen
@ginkgo
@analytics_699
@swipehealth

Top Mentioned in G5:
@panacea_digital
@connect_mhealth
@chino_api

Top Mentioned in G6:
@hubbucket
@meanmicio
@thepine64
@kdecommunity
@gnuhealth
@imakefoss
@rosenchild
@hubdataops
@hubdevops
@hubiomt

Top Mentioned in G7:
@spinesource
@mymedicnow
@leapdroidmedia
@johnshopkins
@figure1
@synergetics_usa
@techrivers
@cavetronics
@kaikuhealth
@emochahealth

Top Mentioned in G8:
@dkendzor
@stop_smokin_now
@sbmdigitalhlth
@drkatewolin
@kpcwriter
@cpddorg
@srntorg
@clcarolina227
@cortadoventures
@advanceventures

Top Mentioned in G9:
@rafac_mhealth
@aircadets
@comdtac
@wso5_semidlands
@clairesarsfield
@rafac_mhwr
@sgtrafac_trg
@cwobenturnbull
@aircadet101
@acollinsrosell

Top Mentioned in G10:
@jmirpub
@mattjstork
@ucddublin
@ucdmedicine
@dprgubc
@kbi_uhn
@uhn
@managinglife
@functionalmvmt

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@cybersec_feeds
@chidambara09
@femtech_
@xaelbot
@evankirstel
@rosenchild
@bexxmodd
@codernotesbot

Top Tweeters in G1:
@outlookindia
@mailonline
@jacobussystems
@caring_mobile
@ft
@academicchatter
@fortunemagazine
@cnbctv18news
@gdprai
@botcybersec

Top Tweeters in G2:
@aldoceccarelli
@fintechna
@dataaugmented
@ssxman2
@evanderburg
@calcaware
@trippbraden
@mashable
@marshacollier
@akwyz

Top Tweeters in G3:
@chidambara09
@femtech_
@xaelbot
@bexxmodd
@codernotesbot
@cybersecurityn8
@thedeveloperbot
@ranyamir
@rvp
@andrewmorrisuk

Top Tweeters in G4:
@sectest9
@mikedesai
@artificialbra1n
@jfsebastian146
@holar_folarin
@trackntracer
@techcrunch
@stanleyepstein
@_timos_
@prosper_kenn

Top Tweeters in G5:
@mile_by_mile
@abnewswire
@releaseteam
@ajblackston
@eprnetwork
@pressrelease_cc
@atltechblogs
@kdmhealthupdate
@ucl_discovery
@popmechanica

Top Tweeters in G6:
@cybersec_feeds
@rosenchild
@van_saskia
@hubbucket
@cho2mlhc
@analyticbridge
@reddish2
@dnaed_tech
@johnsnowmtainer
@atamariya

Top Tweeters in G7:
@stefanbielau
@johnshopkins
@npsmedicinewise
@sickweather
@se
@guardly
@icmedonline
@gastrogirl
@figure1
@omegawave

Top Tweeters in G8:
@jackieblue4u
@themanilatimes
@christianvcfirm
@chrissyfarr
@vishaltripathi_
@aacr
@sumgr0
@gadgetsmagazine
@maxval_
@ingridvasiliu

Top Tweeters in G9:
@rocw11
@comdtac
@arc_sni
@rafbf
@richard98217326
@aircadets
@aircadetcentral
@aco_rcnorth
@cf_hmindsni
@snirafacmedia

Top Tweeters in G10:
@pfanderson
@lululemon
@copd_research
@vietheartpa
@globalphobserv
@equityhealthdev
@ghia1212
@ucdmedicine
@cofheq
@luciaruggiero


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