mhealth, Twitter, 7/5/2021 3:16:21 AM, 258301


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mhealth_2021-07-04_18-37-20.xlsx
mhealth_2021-07-04_18-37-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 05, 2021
Short Description:
mhealth via NodeXL https://bit.ly/3hEgVWV
@caring_mobile
@enricomolinari
@_timos_
@analytics_699
@dralfonsovidal
@_atanas_
@mobiuso
@iqvia_developer
@margaretsiegien
@gnuhealth

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

Description:
Description
The graph represents a network of 2,062 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, 05 July 2021 at 01:45 UTC.

The requested start date was Monday, 05 July 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, 12-hour, 3-minute period from Monday, 21 June 2021 at 00:15 UTC to Sunday, 04 July 2021 at 12:18 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 : 2062
Unique Edges : 1867
Edges With Duplicates : 10484
Total Edges : 12351
Number of Edge Types : 5
Mentions : 1423
Retweet : 4252
MentionsInRetweet : 5222
Tweet : 1377
Replies to : 77
Self-Loops : 1506
Reciprocated Vertex Pair Ratio : 0.0538393645189762
Reciprocated Edge Ratio : 0.102177554438861
Connected Components : 171
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 1618
Maximum Edges in a Connected Component : 11247
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.911488
Graph Density : 0.000842866763518693
Modularity : 0.247593
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,062 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, 05 July 2021 at 01:45 UTC.

The requested start date was Monday, 05 July 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, 12-hour, 3-minute period from Monday, 21 June 2021 at 00:15 UTC to Sunday, 04 July 2021 at 12:18 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:
[104] http://www.socialpharma.net
[75] https://consalud.es/
[74] https://www.consalud.es/opinion/covid-vision-orillas-atlantico_98813_102.html
[37] https://physicsworld.com/quantum-bits-make-artificial-spiking-neurons/?utm_content=buffer8474d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[27] http://TheHerdLocker.com
[25] https://www.healthcaredive.com/news/mobile-health-apps-have-serious-problems-with-patient-privacy-study-warn/601943/
[17] https://www.medicalnewstoday.com/articles/do-mhealth-apps-protect-user-privacy
[15] https://consalud.es/opinion/covid-vision-orillas-atlantico_98813_102.html
[15] https://marketing.monsenso.com/acton/sp/28259/sm-0079-1705/T/0
[13] https://gadgetsandwearables.com/2021/06/30/smartwatch-deals-amazon/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[80] http://www.socialpharma.net
[74] https://consalud.es/
[73] https://www.consalud.es/opinion/covid-vision-orillas-atlantico_98813_102.html
[21] http://TheHerdLocker.com
[15] https://consalud.es/opinion/covid-vision-orillas-atlantico_98813_102.html
[11] https://www.digitalhealth.net/2021/06/amazon-web-services-launches-healthcare-accelerator/?utm_source=dlvr.it&utm_medium=twitter
[11] https://gadgetsandwearables.com/2021/06/30/smartwatch-deals-amazon/?utm_source=dlvr.it&utm_medium=twitter
[10] https://hitconsultant.net/2021/07/01/biot-medical-device-cloud-funding/?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.digitalhealth.net/2021/06/sajid-javid-stands-down-from-150k-ai-advisory-role/?utm_source=dlvr.it&utm_medium=twitter
[10] https://hitconsultant.net/2021/07/01/cortica-autism-care-model-funding/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[17] http://www.socialpharma.net
[15] https://marketing.monsenso.com/acton/sp/28259/sm-0079-1705/T/0
[13] http://www.fiercehealthcare.com/mobile/why-one-doctor-opted-for-telemedicine-over-a-traditional-hospital
[9] https://www.fundacionisys.org/es/blogs/formacion/844-telemedicina-en-tiempos-de-covid?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficojunio
[9] 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
[8] https://t.co/OEq2o5zSxx
[8] https://research2guidance.com/bots-in-healthcare-interview-with-thomas-schulz/?utm_content=bufferfafbc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://www.lexology.com/library/detail.aspx?g=340d131e-de7b-4adc-a478-6af8ab9e7989
[7] https://www.linkedin.com/company/theshci
[6] https://www.oncnursingnews.com/view/covid-19-and-the-rise-of-texting-in-health-care

Top URLs in Tweet in G3:
[8] https://www.technologyreview.com/2021/06/18/1026556/nasa-bioprinting-artificial-organs-space/?utm_source=engagement_email&utm_medium=email&utm_campaign=site_visitor.unpaid.engagement&utm_content=06.27.21.non-subs&mc_cid=e474915ad9&mc_eid=f9b6cc28c3
[2] https://www.weforum.org/agenda/2021/07/stress-mental-health-management?utm_source=twitter&utm_medium=social_scheduler&utm_term=Global+Health&utm_content=03/07/2021+11:00
[2] http://www.socialpharma.net
[2] https://physicsworld.com/quantum-bits-make-artificial-spiking-neurons/?utm_content=buffer8474d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.digitalhealth.net/2021/06/patients-to-get-easier-access-to-medical-data-through-nhs-app/?utm_source=dlvr.it&utm_medium=twitter
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257339
[1] https://www.who.int/news/item/28-06-2021-who-issues-first-global-report-on-ai-in-health-and-six-guiding-principles-for-its-design-and-use
[1] https://www.bloombergquint.com/onweb/google-shuts-london-startup-hub-as-firms-embrace-home-working?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.theverge.com/2021/6/15/22535453/amazon-covid-test-consumers-available?utm_source=dlvr.it&utm_medium=twitter
[1] https://gadgetsandwearables.com/2021/06/16/mi-watch-revolve-active/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[25] https://physicsworld.com/quantum-bits-make-artificial-spiking-neurons/?utm_content=buffer8474d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://physicsworld.com/a/tiny-sensor-monitors-organ-oxygenation-deep-inside-the-body/
[2] https://startacus.net/culture/my-mhealth-the-startup-that-s-on-a-mission-to-change-healthcare-forever#.YNrus5NKjPA
[2] https://twitter.com/Analytics_699/status/1410146234573066242
[2] http://www.socialpharma.net
[1] https://www.chemistryworld.com/news/neural-network-based-on-autocatalytic-reaction-performs-image-classification/4013413.article
[1] https://cloud.google.com/architecture/ml-on-gcp-best-practices
[1] https://www.journalofaccountancy.com/news/2021/may/use-ai-for-cost-optimization-in-manufacturing.html
[1] https://bit.ly/3uKLz6e
[1] https://www.networkworld.com/article/3615198/tcp-ip-stack-vulnerabilities-threaten-iot-devices.html

Top URLs in Tweet in G5:
[9] https://www.medicalnewstoday.com/articles/do-mhealth-apps-protect-user-privacy
[2] http://www.braddye.com/newsletters/2019/newsletter_may_24_2019.html?utm_campaign=The%20Wireless%20Messaging%20News&utm_term=here&utm_medium=email&utm_source=directmailmac
[2] https://mhealthintelligence.com/news/mhealth-collaborative-unveils-new-definition-resources-for-virtual-first-care
[2] https://www.pulsuum.com/tensiometros-digitales-tomar-la-tension/las-mejores-marcas/
[2] http://portalapotek.halodoc.com/
[1] https://blgs.co/Ubf0Jv
[1] https://livrepository.liverpool.ac.uk/3127144/
[1] https://www.xleratehealth.com/portfolio/
[1] https://mhealthintelligence.com/news/new-survey-finds-patients-are-ready-for-remote-patient-monitoring
[1] https://pharmaphorum.com/news/nhs-app-downloads-spike-after-covid-jab-status-update/

Top URLs in Tweet in G6:
[2] http://mhealth.mobiuso.com
[2] https://journals.lww.com/thehearingjournal/fulltext/2021/06000/mhealth_app_holds_potential_as_supplemental.16.aspx
[2] https://threatpost.com/mhealth-apps-millions-cyberattacks/163966/
[1] http://mhealth.mobiuso.com/?edition_id=5d57ade0-dc25-11eb-82de-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=7d809900-d2b7-11eb-8ba5-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=a7327ab0-d380-11eb-8ba5-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=d2108050-d449-11eb-8ba5-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=f7659790-d512-11eb-82de-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=29d04ad0-d5dc-11eb-82de-fa163eed9ef2
[1] http://mhealth.mobiuso.com/?edition_id=4ec1be40-d6a5-11eb-82de-fa163eed9ef2

Top URLs in Tweet in G7:
[2] https://tectales.com/ai/ai-app-could-help-diagnose-hiv-more-accurately.html
[2] https://mhealth.jmir.org/2021/6/e15654/
[2] https://unc.peopleadmin.com/postings/194227
[2] https://link.springer.com/article/10.1007/s10994-021-05995-8
[1] https://tectales.com/wearables-sensors/digital-solutions-help-to-fight-addictions.html
[1] https://tectales.com/ai/intelligent-algorithms-for-movement-apps.html
[1] https://tectales.com/bio-tech-it/star-trek-dna-tricorder-for-your-pocket.html
[1] https://mhealth.jmir.org/2019/1/e10242/
[1] https://www.jmir.org/2021/6/e25522/
[1] https://www.jmir.org/2021/6/e25256/

Top URLs in Tweet in G8:
[1] https://twitter.com/RAFAC_Aspire/status/1406907484724473858
[1] https://twitter.com/RAFAC_Aspire/status/1407646259570262020
[1] https://youngminds.org.uk/find-help/looking-after-yourself/sexuality-and-mental-health/
[1] https://youngminds.org.uk/find-help/looking-after-yourself/gender-and-mental-health/
[1] https://twitter.com/rafac_aspire/status/1407646259570262020
[1] https://twitter.com/comdtac/status/1407979207959920641

Top URLs in Tweet in G9:
[3] https://newatlas.com/medical/smartphone-connected-device-detects-infections/?utm_content=171209394&utm_medium=social&utm_source=twitter&hss_channel=tw-107209813
[2] https://physicsworld.com/quantum-bits-make-artificial-spiking-neurons/?utm_content=buffer8474d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://hubbucket.xyz
[1] https://www.forbes.com/sites/forbestechcouncil/2021/04/20/building-a-strong-cryptography-strategy-part-i-securing-your-data-assets/?sh=7dce237c684c
[1] https://www.emrindustry.com/using-the-cloud-data-life-cycle-to-protect-patient-privacy/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgetting-started-in-medical-ai-93737bea5575
[1] https://academic.oup.com/cardiovascres/article/117/7/1700/6274894
[1] https://ieeexplore.ieee.org/document/9175679?utm_campaign=IEEE+Xplore+-+NB&utm_content=mhealth_technology_can_en&utm_medium=organic&utm_source=twitter
[1] https://twitter.com/ClearArchHealth/status/1411008717600997389
[1] https://twitter.com/ClearArchHealth/status/1407408804673826822

Top URLs in Tweet in G10:
[1] https://www.medicalnewstoday.com/articles/do-mhealth-apps-protect-user-privacy
[1] https://mhealthintelligence.com/news/study-mhealth-chatbots-fail-to-meet-demands-in-dementia-care?eid=CXTEL000000212375&elqCampaignId=19733&utm_source=nl&utm_medium=email&utm_campaign=newsletter&elqTrackId=027fe7e21b6d43048472034dc76bb54a&elq=d17478331d474d37bf605bec086551f1&elqaid=20541&elqat=1&elqCampaignId=19733
[1] https://www.fiercehealthcare.com/tech/industry-voices-from-asthma-to-covid-19-using-smartphones-to-reduce-hospitalizations?mkt_tok=Mjk0LU1RRi0wNTYAAAF9GWdIZXOdMjjwO3aOilqtuAPApKQhRIWJNnz1NQNRecpBJl_7riT1cWtic2NNNcvacNe_OYwiA1F1iUhpEqq-l81_W_YFINnHj71qOABhUfIJPpY&mrkid=388353&sf146421298=1
[1] https://healthcareappchallenge.devpost.com/rules?sf146016324=1
[1] https://healthcareappchallenge.devpost.com/rules?sf146197687=1
[1] https://digitalanarchist.com/videos/featured-guests/hackathon-iqvia?sf146266689=1
[1] https://www.grandviewresearch.com/industry-analysis/mhealth-app-market?sf146198492=1
[1] https://healthcareappchallenge.devpost.com/rules?sf146272515=1
[1] https://www.nursingworld.org/practice-policy/work-environment/health-safety/disaster-preparedness/coronavirus/what-you-need-to-know/the-well-being-initiative/?sf146355318=1

Top Domains
Top Domains in Tweet in Entire Graph:
[298] bloombergquint.com
[275] digitalhealth.net
[249] teckro.com
[247] mobihealthnews.com
[180] consalud.es
[165] httpslink.com
[152] siliconvalley.com
[132] theverge.com
[117] twitter.com
[104] socialpharma.net

Top Domains in Tweet in G1:
[235] bloombergquint.com
[229] teckro.com
[208] digitalhealth.net
[178] consalud.es
[157] mobihealthnews.com
[110] siliconvalley.com
[98] theverge.com
[80] socialpharma.net
[77] gadgetsandwearables.com
[76] hitconsultant.net

Top Domains in Tweet in G2:
[80] mobihealthnews.com
[56] digitalhealth.net
[55] bloombergquint.com
[48] httpslink.com
[43] twitter.com
[31] siliconvalley.com
[26] theverge.com
[23] precisionvaccinations.com
[20] teckro.com
[20] xemio.org

Top Domains in Tweet in G3:
[8] technologyreview.com
[6] bloombergquint.com
[6] mobihealthnews.com
[5] siliconvalley.com
[4] digitalhealth.net
[2] weforum.org
[2] theverge.com
[2] socialpharma.net
[2] physicsworld.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[27] physicsworld.com
[5] twitter.com
[2] consalud.es
[2] startacus.net
[2] bloombergquint.com
[2] socialpharma.net
[2] digitalhealth.net
[1] chemistryworld.com
[1] google.com
[1] journalofaccountancy.com

Top Domains in Tweet in G5:
[12] mhealth.ru
[10] co.jp
[9] medicalnewstoday.com
[6] mhealthintelligence.com
[6] linkedin.com
[5] google.com
[5] panacea.digital
[4] springer.com
[4] nih.gov
[4] express-press-release.net

Top Domains in Tweet in G6:
[16] mobiuso.com
[2] lww.com
[2] appdome.com
[2] threatpost.com
[1] nih.gov
[1] nodexlgraphgallery.org
[1] bmj.com
[1] com.cn
[1] digitalhealth.net
[1] ingeniumdigitalhealth.com

Top Domains in Tweet in G7:
[15] jmir.org
[5] tectales.com
[5] twitter.com
[2] amegroups.com
[2] humankinetics.com
[2] peopleadmin.com
[2] springer.com
[1] researchprotocols.org
[1] clinicbarcelona.org
[1] youtube.com

Top Domains in Tweet in G8:
[4] twitter.com
[2] org.uk

Top Domains in Tweet in G9:
[7] twitter.com
[3] newatlas.com
[2] physicsworld.com
[1] hubbucket.xyz
[1] forbes.com
[1] emrindustry.com
[1] medium.com
[1] oup.com
[1] ieee.org

Top Domains in Tweet in G10:
[3] devpost.com
[1] medicalnewstoday.com
[1] mhealthintelligence.com
[1] fiercehealthcare.com
[1] digitalanarchist.com
[1] grandviewresearch.com
[1] nursingworld.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2445] mhealth
[1822] digitalhealth
[1183] ai
[1052] socialmedia
[815] iot
[707] healthtech
[514] analytics
[500] healthcare
[499] ehealth
[453] rstats



Top Hashtags in Tweet in G1:
[1208] digitalhealth
[846] mhealth
[830] socialmedia
[544] ai
[505] healthtech
[402] digitalmarketing
[401] iot
[336] industry40
[167] healthcare
[151] clinicaltrials

Top Hashtags in Tweet in G2:
[750] mhealth
[406] digitalhealth
[183] socialmedia
[137] ehealth
[106] healthcare
[74] healthtech
[71] hcsm
[53] telehealth
[51] covid19
[48] ai

Top Hashtags in Tweet in G3:
[147] ehealth
[143] ai
[128] mhealth
[87] fintech
[80] iot
[48] finserv
[41] covid19
[40] artificialintelligence
[39] insurtech
[39] analytics

Top Hashtags in Tweet in G4:
[367] ai
[361] analytics
[328] rstats
[289] reactjs
[251] iot
[230] linux
[197] python
[164] serverless
[157] iiot
[153] ar

Top Hashtags in Tweet in G5:
[24] mhealth
[13] digitalhealth
[6] healthapps
[5] ehealth
[5] healthtech
[5] healthcareux
[4] healthcare
[3] health
[3] technology
[3] medisend

Top Hashtags in Tweet in G6:
[18] healthcare
[15] digitalhealth
[6] mhealth
[3] healthtech
[2] ehealth
[2] telehealth
[2] ai
[2] hipaa
[1] influencer
[1] bmjhci

Top Hashtags in Tweet in G7:
[29] mhealth
[9] health
[7] depression
[6] mobile
[6] youth
[5] hiv
[5] wearable
[5] smartphone
[4] medtech
[4] physician

Top Hashtags in Tweet in G8:
[18] worldwellbeingweek
[14] pridemonth
[2] pride
[2] pride2021
[2] onefamily
[1] noformalities
[1] noranks
[1] belikeleia
[1] whatwedo
[1] nr1

Top Hashtags in Tweet in G9:
[48] mhealth
[46] healthtech
[45] ai
[41] machinelearning
[39] digitalhealth
[37] healthit
[35] medtech
[32] analytics
[21] healthcare
[19] artificialintelligence

Top Hashtags in Tweet in G10:
[44] mhealth
[6] covidhackathon
[4] covid19
[3] healthcare
[2] hclocatorsdk
[1] privacy
[1] chatbots
[1] dementia
[1] hackathon
[1] video

Top Words
Top Words in Tweet in Entire Graph:
[2445] #mhealth
[1823] #digitalhealth
[1183] #ai
[1052] #socialmedia
[1019] _timos_
[815] #iot
[743] health
[707] #healthtech
[514] #analytics
[500] #healthcare

Top Words in Tweet in G1:
[1208] #digitalhealth
[846] #mhealth
[830] #socialmedia
[704] _timos_
[544] #ai
[505] #healthtech
[402] #digitalmarketing
[401] #iot
[336] #industry40
[313] gt

Top Words in Tweet in G2:
[751] #mhealth
[406] #digitalhealth
[255] _timos_
[249] health
[183] #socialmedia
[137] #ehealth
[119] digital
[106] #healthcare
[96] gt
[89] app

Top Words in Tweet in G3:
[367] enricomolinari
[147] #ehealth
[143] #ai
[128] #mhealth
[87] #fintech
[80] #iot
[76] mashable
[50] visualcap
[48] #finserv
[41] #covid19

Top Words in Tweet in G4:
[367] #ai
[361] #analytics
[328] #rstats
[289] #reactjs
[263] analytics_699
[251] #iot
[230] #linux
[197] #python
[164] #serverless
[157] #iiot

Top Words in Tweet in G5:
[71] mhealth
[36] health
[24] #mhealth
[20] apps
[18] app
[16] healthcare
[15] mobile
[14] co
[13] user
[13] #digitalhealth

Top Words in Tweet in G6:
[23] mhealth
[18] #healthcare
[16] latest
[16] #digitalhealth
[15] daily
[13] thanks
[6] #mhealth
[5] app
[4] apps
[3] #healthtech

Top Words in Tweet in G7:
[29] #mhealth
[22] mhealth
[20] jmir
[16] jmirpub
[11] health
[11] technology
[11] review
[11] using
[9] research
[9] intervention

Top Words in Tweet in G8:
[33] rafac_mhealth
[30] comdtac
[29] ds_rep
[28] aircadets
[27] wso5_semidlands
[25] rafac_mhwr
[23] clairesarsfield
[22] flyingwithzain
[22] cushmanfreya
[21] agkc06

Top Words in Tweet in G9:
[63] hubbucket
[48] #mhealth
[46] #healthtech
[45] #ai
[41] #machinelearning
[39] #digitalhealth
[37] #healthit
[35] #medtech
[32] #analytics
[21] #healthcare

Top Words in Tweet in G10:
[44] #mhealth
[35] iqvia_developer
[22] app
[22] healthcare
[20] pandemic
[20] sdk
[19] those
[18] locator
[18] global
[17] build

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1048] #digitalhealth,#socialmedia
[448] #socialmedia,#digitalmarketing
[393] #rstats,#reactjs
[319] #reactjs,#iot
[297] #ehealth,#mhealth
[290] gt,gt
[273] #python,#rstats
[272] #ai,#python
[259] #digitalhealth,#mhealth
[229] #linux,#serverless

Top Word Pairs in Tweet in G1:
[830] #digitalhealth,#socialmedia
[402] #socialmedia,#digitalmarketing
[205] gt,gt
[167] #mhealth,#healthtech
[164] #digitalhealth,#mhealth
[103] #mhealth,#medtech
[102] #medtech,#meded
[102] #meded,#pharma
[98] digital,health
[98] visión,orillas

Top Word Pairs in Tweet in G2:
[181] #digitalhealth,#socialmedia
[85] #ehealth,#mhealth
[65] #digitalhealth,#mhealth
[60] gt,gt
[50] digital,health
[41] #mhealth,#hcsm
[39] covid,19
[35] #socialmedia,#digitalmarketing
[33] #hcsm,#hcsmeu
[32] #mhealth,#digitalhealth

Top Word Pairs in Tweet in G3:
[92] enricomolinari,#ehealth
[54] mashable,enricomolinari
[52] enricomolinari,#mhealth
[50] visualcap,enricomolinari
[48] #ai,#iot
[45] #ehealth,#ai
[43] #fintech,#finserv
[41] statistacharts,enricomolinari
[38] #ehealth,#mhealth
[34] #mhealth,#fintech

Top Word Pairs in Tweet in G4:
[289] #rstats,#reactjs
[241] #reactjs,#iot
[197] #python,#rstats
[196] #ai,#python
[163] #linux,#serverless
[157] #iot,#iiot
[150] #vr,#mr
[144] #analytics,#ar
[144] #ar,#vr
[143] #mr,#ai

Top Word Pairs in Tweet in G5:
[11] mhealth,apps
[9] #digitalhealth,#mhealth
[6] журнал,mhealth
[6] mhealth,men's
[6] men's,health
[5] mobile,health
[5] ux,best
[5] best,practice
[5] practice,#healthapps
[5] #mhealth,#healthtech

Top Word Pairs in Tweet in G6:
[15] mhealth,daily
[13] latest,mhealth
[13] daily,thanks
[7] #digitalhealth,#healthcare
[5] #healthcare,#digitalhealth
[4] mhealth,app
[2] latest,edition
[2] edition,mhealth
[2] daily,thx
[2] thx,sydneyroy2

Top Word Pairs in Tweet in G7:
[15] jmir,mhealth
[10] jmirpub,jmir
[7] defeat,#depression
[7] #depression,campaign
[7] campaign,successfully
[7] successfully,created
[7] created,narrative
[7] narrative,adopted
[7] adopted,prescribers
[7] prescribers,anxiety

Top Word Pairs in Tweet in G8:
[23] rafac_mhealth,comdtac
[22] comdtac,aircadets
[21] cushmanfreya,flyingwithzain
[21] aircadets,clairesarsfield
[21] clairesarsfield,rafac_mhwr
[20] flyingwithzain,agkc06
[20] agkc06,rafac_mhealth
[20] wso5_semidlands,cushmanfreya
[19] lindastamp3,rubina_b_
[18] dawnmccaff,lindastamp3

Top Word Pairs in Tweet in G9:
[35] #healthit,#healthtech
[32] #healthtech,#digitalhealth
[27] #digitalhealth,#medtech
[27] #medtech,#mhealth
[18] #ai,#python
[18] #python,#rstats
[18] #machinelearning,#ai
[17] #artificialintelligence,#ai
[15] #rstats,#reactjs
[14] hubbucket,hubbucket

Top Word Pairs in Tweet in G10:
[19] #mhealth,app
[18] healthcare,locator
[18] locator,sdk
[17] build,#mhealth
[17] app,makes
[17] makes,difference
[17] difference,those
[17] those,disproportionately
[17] disproportionately,affected
[17] affected,pandemic

Top Replied-To
Top Replied-To in Entire Graph:
@davidtaylorjd65
@wso5_semidlands
@connect_mhealth
@acollinsrosell
@isansys
@amazon
@rafac_mhealth
@mo_merchant
@genomsys
@fiona_bull

Top Replied-To in G1:
@medtronic
@doximity
@amazon

Top Replied-To in G2:
@isansys
@genomsys
@cocir
@drraulcordoba
@subhashishhh
@uicoquironsalud
@vicensantana
@fundacionsigno
@reedsmith
@aaditsh

Top Replied-To in G4:
@pattymurray
@shyamvaran

Top Replied-To in G7:
@vilacasas
@rachsutherland

Top Replied-To in G8:
@davidtaylorjd65
@wso5_semidlands
@acollinsrosell
@rafac_mhealth
@mo_merchant
@rafac_aspire
@oc324sqn
@sgtrafac_trg
@ds_rep

Top Replied-To in G9:
@whcos
@whitehouse

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@analytics_699
@teckroofficial
@enricomolinari
@garymonk
@margaretsiegien
@mailmystatement
@farmaciamulilla
@_atanas_
@mashable

Top Mentioned in G1:
@_timos_
@teckroofficial
@garymonk
@dralfonsovidal
@_atanas_
@analytics_699
@margaretsiegien
@_sivasai
@dhpsp
@gnuhealth

Top Mentioned in G2:
@_timos_
@garymonk
@mailmystatement
@eumhealthhub
@thibaudguymard
@ariannacblue
@teckroofficial
@farmaciamulilla
@xemio_org
@digitalsalutem

Top Mentioned in G3:
@enricomolinari
@mashable
@visualcap
@statistacharts
@digitaltrends_
@_timos_
@analytics_699
@margaretsiegien
@pawlowskimario
@wef

Top Mentioned in G4:
@analytics_699
@margaretsiegien
@digitalmachina
@kunaldchowdhury
@sonu_monika
@pawlowskimario
@grandparobot
@fikafuntimes
@_atanas_
@xoce_q

Top Mentioned in G5:
@panacea_digital
@pulsuum
@chino_api
@2ndinfra

Top Mentioned in G6:
@appdome
@digitalhealth2
@wearablesexpert
@sydneyroy2
@winklix
@arturodicorinto
@mhealthinsight
@nhsx
@digitalsalutem

Top Mentioned in G7:
@jmirpub
@ahri_news
@monyamyms
@ucl
@jpahjournal
@drcleachacs
@medtectales
@isenseirc
@itech_network
@mckendrylab

Top Mentioned in G8:
@rafac_mhealth
@comdtac
@aircadets
@ds_rep
@rafac_mhwr
@clairesarsfield
@flyingwithzain
@cushmanfreya
@wso5_semidlands
@agkc06

Top Mentioned in G9:
@hubbucket
@analytics_699
@cvr_tomaszguzik
@rosenchild
@margaretsiegien
@whcos
@prosumersoft
@nwtls
@ieeeorg
@whitehouse

Top Mentioned in G10:
@iqvia_developer
@sid_healthcare
@fiercehealth
@happymovement_
@getmoodfit

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@edinburghwatch
@femtech_
@rjber15
@faby_nava77
@xaelbot
@codedailybot
@evankirstel

Top Tweeters in G1:
@xaelbot
@codedailybot
@aaroncuddeback
@caval100
@pwm62
@artificialbra1n
@calcaware
@ipythonistabot
@fabriciosx
@djangobot_

Top Tweeters in G2:
@femtech_
@jfsebastian146
@caring_mobile
@eldiarioes
@craigmaccormack
@corona_ssyt
@techcrunch
@diariosevilla
@ennomnom
@physorg_com

Top Tweeters in G3:
@sectest9
@chidambara09
@dataaugmented
@fintechna
@nicochan33
@mashable
@marshacollier
@ilovebooks786
@sim010101
@ricardo_ik_ahau

Top Tweeters in G4:
@bexxmodd
@thedeveloperbot
@friday_js_bot
@discovertech3
@coder_487
@morolswediu
@devvibesbot
@thesecretjunio1
@serverlessfan
@coderretweet

Top Tweeters in G5:
@mittelstandcafe
@eprnetwork
@zorgbeheer
@jazzygirl081
@yucatanalinstan
@sololeon
@lloydgprice
@andreybur
@c1iphead
@sunnygloss

Top Tweeters in G6:
@guardiannigeria
@icsekhar
@ritters90
@arturodicorinto
@___xscd
@paulpod
@digicatapult
@iitolifescience
@wearablesexpert
@techannouncer

Top Tweeters in G7:
@ml_tweet_bot
@evidencerobot
@jayeshmthakur
@shigekzishihara
@earth2mother
@recover2renew
@globalhealthbot
@30eesti
@canalugr
@jmirpub

Top Tweeters in G8:
@rocw11
@li
@youngmindsuk
@comdtac
@aircadets
@8li_milan
@stephenwinteruk
@regcomdtlaser
@snirafacmedia
@raf_lgbt

Top Tweeters in G9:
@rosenchild
@hubofml
@thecuriousluke
@hubbucket
@machine_ml
@abhibisht89
@mariapcalavia
@epeeps_bot
@_oliviabot
@compchembiobot

Top Tweeters in G10:
@kwame_agyei
@ebay1975
@shaytweeter
@nsadisha
@fiercehealth
@sid_healthcare
@davala008
@en45763313
@kiraninnocent_
@renukathapa123


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