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mhealth_2021-02-14_17-47-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2021
Short Description:
mhealth via NodeXL https://bit.ly/2Nmurmp
@caring_mobile
@enricomolinari
@bsccetec
@analytics_699
@_timos_
@jmirpub
@haroldsinnott
@consalud_es
@ehealthmalawi
@braincures

Top hashtags:
#mhealth
#ai
#digitalhealth
#analytics
#rstats
#iot
#reactjs
#machinelearning

Description:
Description
The graph represents a network of 2,964 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, 15 February 2021 at 01:58 UTC.

The requested start date was Monday, 15 February 2021 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, 2-hour, 57-minute period from Monday, 01 February 2021 at 10:15 UTC to Sunday, 14 February 2021 at 13:13 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 : 2964
Unique Edges : 2891
Edges With Duplicates : 13514
Total Edges : 16405
Number of Edge Types : 5
MentionsInRetweet : 6996
Mentions : 2455
Retweet : 5251
Tweet : 1558
Replies to : 145
Self-Loops : 1671
Reciprocated Vertex Pair Ratio : 0.0541098719537381
Reciprocated Edge Ratio : 0.102664576802508
Connected Components : 287
Single-Vertex Connected Components : 180
Maximum Vertices in a Connected Component : 2193
Maximum Edges in a Connected Component : 14443
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.91293
Graph Density : 0.00058116682448352
Modularity : 0.269682
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,964 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, 15 February 2021 at 01:58 UTC.

The requested start date was Monday, 15 February 2021 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, 2-hour, 57-minute period from Monday, 01 February 2021 at 10:15 UTC to Sunday, 14 February 2021 at 13:13 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:
[159] http://www.socialpharma.net
[83] https://threatpost.com/mhealth-apps-millions-cyberattacks/163966/
[67] https://consalud.es/opinion/vacunas-vendo_92163_102.html
[38] https://threatpost.com/mhealth-apps-millions-cyberattacks/163966/?utm_source=dlvr.it&utm_medium=twitter
[28] https://www.helpnetsecurity.com/2021/02/12/mhealth-apps-expose-pii-phi-through-apis/
[27] http://TheHerdLocker.com
[22] https://healthitsecurity.com/news/fertility-app-premom-sued-over-alleged-data-sharing-with-china
[21] https://www.consalud.es/opinion/vacunas-vendo_92163_102.html
[19] https://interestingengineering.com/healthcare-workers-caught-in-snowstorm-vaccinate-fellow-stranded-drivers
[17] 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

Top URLs in Tweet in G1:
[36] http://www.socialpharma.net
[21] http://TheHerdLocker.com
[12] https://www.mobihealthnews.com/news/report-patient-info-risk-due-rampant-api-vulnerabilities-among-major-mobile-health-apps
[12] https://mhealthintelligence.com/news/nasas-new-mhealth-program-tracks-employee-health-through-wearables
[9] https://mhealthintelligence.com/news/mhealth-wearables-connected-health-detect-covid-19-early
[8] https://www.mobihealthnews.com/news/fitbit-adds-blood-glucose-tracking-its-connected-app
[8] https://virtualheadachespecialist.com/headache-chart-and-headache-locations-for-different-types-of-headaches/
[7] https://healthitsecurity.com/news/fertility-app-premom-sued-over-alleged-data-sharing-with-china
[6] https://about-mhealth.net/
[6] https://www.mobihealthnews.com/news/google-fit-will-soon-use-smartphone-cameras-log-heart-rate-and-respiratory-rate

Top URLs in Tweet in G2:
[19] http://www.socialpharma.net
[15] https://interestingengineering.com/healthcare-workers-caught-in-snowstorm-vaccinate-fellow-stranded-drivers
[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
[6] http://www.fiercehealthcare.com/analytics/plenty-buzz-for-ai-healthcare-but-anyone-actually-using-it?utm_content=buffer34d8c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://interestingengineering.com/nanobots-will-be-flowing-through-your-body-by-2030
[5] https://marketing.monsenso.com/acton/sp/28259/sm-0079-1705/T/0
[5] http://www.lexology.com/library/detail.aspx?g=340d131e-de7b-4adc-a478-6af8ab9e7989
[5] http://www.mobihealthnews.com/content/study-apple-watch-paired-deep-neural-network-detects-atrial-fibrillation-97-percent-accuracy
[4] https://threatpost.com/mhealth-apps-millions-cyberattacks/163966/
[4] https://t.co/GLouAeGHD2/?utm_campaign=Dynamic+Curated+Hashtags+%28Content%29&utm_term=Dynamic+Curated+Hashtags+%28Content%29&utm_content=h8sSIf&utm_medium=twitter.com%2FwebROIagency&utm_source=twitter.com%2Fenricomolinari

Top URLs in Tweet in G3:
[37] https://threatpost.com/mhealth-apps-millions-cyberattacks/163966/
[11] https://threatpost.com/mhealth-apps-millions-cyberattacks/163966/?utm_source=dlvr.it&utm_medium=twitter
[5] https://doko.md/mhealth.html
[4] https://mhealthintelligence.com/news/global-study-using-rpm-mhealth-to-treat-covid-19-patients-at-home
[4] http://www.medigy.com/communities/chronic-care-management/
[4] https://www.helpnetsecurity.com/2021/02/12/mhealth-apps-expose-pii-phi-through-apis/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.helpnetsecurity.com/2021/02/12/mhealth-apps-expose-pii-phi-through-apis/
[3] https://informationsecuritybuzz.com/expert-comments/mhealth-app-apis-vulnerable-to-attacks-exposing-pii-phi-experts-insight/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.mindinventory.com/healthcare-solutions.php
[2] https://clinicaltrials.gov/ct2/show/NCT04738591?term=diabetes&sfpd_d=14

Top URLs in Tweet in G4:
[3] https://www.youtube.com/watch?v=dYNYjdT_qOE&feature=youtu.be

[3] https://www.youtube.com/watch?v=IVbVqQBN8wk&feature=youtu.be

[3] https://www.iotforall.com/sensors-that-matter-wearables
[3] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.ukauthority.com%2Farticles%2Fnice-to-consult-on-digital-health-technologies-guidance%2F
[3] https://www.fda.gov/medical-devices/software-medical-device-samd/artificial-intelligence-and-machine-learning-software-medical-device
[2] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.thebetterindia.com%2F248329%2Fteenage-girl-innovator-jui-keskar-pune-parkinsons-disease-jtremor-3d-device-measure-tremors-innovation-iris-award-winner-him16%2F
[2] https://josephgiacalone.com/digital-forensics-and-the-physiological-time-of-death/
[2] https://www.mayoclinic.org/healthy-lifestyle/fitness/in-depth/walking/art-20047880
[2] https://www.healthcareit.com.au/article/transforming-mental-health-outcomes-analytics
[2] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.healtheuropa.eu%2Fpersonalised-medicine-in-multiple-sclerosis-management%2F105395%2F

Top URLs in Tweet in G5:
[2] http://TheHerdLocker.com
[2] https://chimecentral.org/wp-content/uploads/2021/01/Trends-in-EMR-Interoperability_CHIME_KLAS.pdf?utm_campaign=Health
[2] Trends&utm_content=153008914&utm_medium=social&utm_source=twitter&hss_channel=tw-119470614
[2] https://phys.org/news/2021-01-cancer-precisely-urine-artificial-intelligence.html
[2] https://www.statnews.com/2021/02/03/apple-watch-parkinsons-disease-tremor/
[1] https://www.zdnet.com/article/apple-homekit-what-its-like-to-go-all-in-with-apples-smart-home-platform/
[1] https://www.foreseemed.com/natural-language-processing-in-healthcare
[1] https://biomedical-engineering-online.biomedcentral.com/articles/10.1186/s12938-018-0587-0
[1] https://scitechdaily.com/sorting-out-viruses-with-machine-learning-ai-powered-nanotechnology-may-lead-to-new-rapid-covid-19-tests/
[1] https://news.mit.edu/2020/covid-19-cough-cellphone-detection-1029

Top URLs in Tweet in G6:
[20] https://threatpost.com/mhealth-apps-millions-cyberattacks/163966/?utm_source=dlvr.it&utm_medium=twitter
[16] https://www.helpnetsecurity.com/2021/02/12/mhealth-apps-expose-pii-phi-through-apis/
[16] https://threatpost.com/mhealth-apps-millions-cyberattacks/163966/
[15] https://healthitsecurity.com/news/fertility-app-premom-sued-over-alleged-data-sharing-with-china
[13] https://twinybots.ch/
[10] https://www.helpnetsecurity.com/2021/02/12/mhealth-apps-expose-pii-phi-through-apis/?utm_source=dlvr.it&utm_medium=twitter
[9] https://empirica-surveys.com/index.php/995774?newtest=Y
[8] https://www.statnews.com/2021/02/04/google-wellness-fitbit-pulse/
[8] https://mailmystatements.com/solutions/
[6] https://blog.approov.io/security-key-to-mhealth-success?utm_campaign=MIW

Top URLs in Tweet in G7:
[1] https://twitter.com/RubinaBegum2020/status/1358470196986589186
[1] https://twitter.com/DawnMcCaff/status/1358462514443526147
[1] https://twitter.com/RAFAC_MHealth/status/1356381719453196288
[1] https://www.4daagse.nl/en/
[1] https://www.facebook.com/danwalkertv/videos/2922305658056611/
[1] https://twitter.com/11oellery/status/1359271489271398404
[1] https://twitter.com/aid3ww/status/1360022364189253634
[1] https://twitter.com/kensingtonroyal/status/1355803303117021186
[1] https://twitter.com/britisharmy/status/1357272513332604928
[1] https://twitter.com/CFHealthyMinds/status/1357429410933178369

Top URLs in Tweet in G8:
[65] https://consalud.es/opinion/vacunas-vendo_92163_102.html
[20] https://www.consalud.es/opinion/vacunas-vendo_92163_102.html
[3] http://TheHerdLocker.com
[3] https://www.xemio.org/es/cancer-de-mama/las-pruebas?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficofebrero
[3] https://www.fundacionisys.org/es/mhealth-bcn-conference/conference?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficofebrero
[2] https://www.consalud.es/opinion/detalles_91342_102.html
[2] https://www.consalud.es/opinion/despersonalizacion_88824_102.html
[2] https://www.xemio.org/es/cancer-de-mama/efectos-secundarios?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficofebrero
[2] https://www.xemio.org/es/cancer-de-mama/extension?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficofebrero
[2] https://www.xemio.org/es/oncologia-blog/182-san-antonio-breast-cancer-symposium-2020?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficofebrero

Top URLs in Tweet in G9:
[100] http://www.socialpharma.net
[13] https://www.theverge.com/22279023/covid-19-vaccine-appointment-how-to?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.siliconvalley.com/2021/02/01/biden-meets-with-gop-lawmakers-on-virus-aid-plans-13/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.mobihealthnews.com/news/modern-health-buys-fellow-digital-mental-health-startup-kip?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.siliconvalley.com/2021/02/02/biden-administration-to-send-vaccines-to-pharmacies/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.theverge.com/2021/2/2/22263014/instagram-disabling-stories-feed-posts?utm_source=dlvr.it&utm_medium=twitter
[7] https://techonomy.com/2021/02/quantum-computing-patents-help-shape-future/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.bloombergquint.com/global-economics/boe-sees-rapid-u-k-rebound-following-johnson-s-vaccine-push?utm_source=dlvr.it&utm_medium=twitter
[7] http://dlvr.it/RsXWZm
[6] https://www.siliconvalley.com/2021/02/02/long-beachs-grocery-worker-wage-bump-spurs-closure-of-ralphs-food-4-less-sites-in-city/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[17] https://www.meetup.com/mHealth-Israel/events/276000869/
[13] https://www.meetup.com/mHealth-Israel/events/276000869
[9] https://medium.com/beingwell/patient-advocates-take-note-data-are-unpolished-diamonds-a-new-currency-for-innovation-9f060c58a9c3
[9] https://medium.com/swlh/in-the-wake-of-covid-19-what-pharma-might-learn-from-coca-cola-426f09c39c98
[8] https://www.linkedin.com/slink?code=dhWxeYd
[2] https://medium.com/beingwell/look-for-the-zebras-medical-mysteries-transformational-moments-and-the-meaning-of-our-work-22e545c02ea0
[1] https://twitter.com/gil_bashe/status/1359653181609947136
[1] https://www.youtube.com/channel/UCT1Jvu84uFOO3o0yU7b60Ew
[1] https://techcrunch.com/2021/02/04/google-to-enable-heart-and-respiratory-rate-measurements-using-just-your-smartphones-camera/
[1] https://theconferenceforum.org/webinars-view/

Top Domains
Top Domains in Tweet in Entire Graph:
[329] bloombergquint.com
[279] mobihealthnews.com
[263] siliconvalley.com
[170] theverge.com
[159] socialpharma.net
[159] google.com
[143] teckro.com
[133] mhealthintelligence.com
[133] digitalhealth.net
[122] threatpost.com

Top Domains in Tweet in G1:
[166] mobihealthnews.com
[143] google.com
[66] mhealthintelligence.com
[48] bloombergquint.com
[40] siliconvalley.com
[38] twitter.com
[36] socialpharma.net
[36] httpslink.com
[27] theverge.com
[26] theherdlocker.com

Top Domains in Tweet in G2:
[35] siliconvalley.com
[32] bloombergquint.com
[27] theverge.com
[20] interestingengineering.com
[19] socialpharma.net
[17] digitalhealth.net
[13] techonomy.com
[13] mobihealthnews.com
[12] readwrite.com
[11] twitter.com

Top Domains in Tweet in G3:
[49] threatpost.com
[10] mhealthintelligence.com
[8] helpnetsecurity.com
[6] medigy.com
[5] linkedin.com
[5] blogthinkbig.com
[5] informationsecuritybuzz.com
[5] marketwatch.com
[5] doko.md
[4] mhealth.org

Top Domains in Tweet in G4:
[12] mobiuso.com
[8] google.com
[6] youtube.com
[3] iotforall.com
[3] fda.gov
[2] mhealthintelligence.com
[2] marketwatch.com
[2] josephgiacalone.com
[2] mayoclinic.org
[2] com.au

Top Domains in Tweet in G5:
[4] linkedin.com
[3] statnews.com
[2] mit.edu
[2] nature.com
[2] theherdlocker.com
[2] mobihealthnews.com
[2] chimecentral.org
[2] phys.org
[2] twitter.com
[1] zdnet.com

Top Domains in Tweet in G6:
[83] httpslink.com
[36] threatpost.com
[29] medium.com
[27] helpnetsecurity.com
[22] healthitsecurity.com
[18] approov.io
[13] twinybots.ch
[13] mailmystatements.com
[12] blogspot.com
[9] empirica-surveys.com

Top Domains in Tweet in G7:
[13] twitter.com
[1] 4daagse.nl
[1] facebook.com
[1] org.uk

Top Domains in Tweet in G8:
[98] consalud.es
[24] fundacionisys.org
[21] xemio.org
[6] infosalus.com
[4] aecc.es
[3] theherdlocker.com
[2] nih.gov
[2] youtube.com
[2] mobihealthnews.com
[1] ascape-project.eu

Top Domains in Tweet in G9:
[243] bloombergquint.com
[185] siliconvalley.com
[115] teckro.com
[114] theverge.com
[100] socialpharma.net
[84] mobihealthnews.com
[84] digitalhealth.net
[77] gadgetsandwearables.com
[35] techonomy.com
[34] mhealthintelligence.com

Top Domains in Tweet in G10:
[31] meetup.com
[20] medium.com
[8] linkedin.com
[4] twitter.com
[1] youtube.com
[1] techcrunch.com
[1] theconferenceforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2620] mhealth
[2081] ai
[1728] digitalhealth
[1281] analytics
[1207] rstats
[1123] iot
[1098] reactjs
[1056] machinelearning
[995] socialmedia
[620] bigdata



Top Hashtags in Tweet in G1:
[1051] mhealth
[410] digitalhealth
[144] healthcare
[135] socialmedia
[114] hcsm
[113] healthtech
[100] telehealth
[83] hcsmeu
[76] ai
[71] ehealth

Top Hashtags in Tweet in G2:
[410] ai
[255] mhealth
[197] iot
[187] ehealth
[174] digitalhealth
[159] analytics
[149] machinelearning
[148] rstats
[130] reactjs
[115] socialmedia

Top Hashtags in Tweet in G3:
[27] mhealth
[7] healthcare
[7] mentalhealth
[6] cybersecurity
[6] rpm
[5] ehealth
[5] digitalhealth
[5] infosec
[5] telehealth
[5] doko

Top Hashtags in Tweet in G4:
[19] digitalhealth
[19] mhealth
[13] healthit
[12] nhs
[9] nhsdigital
[8] wearable
[7] wearables
[6] ehealth
[6] pinksocks
[6] healthcare

Top Hashtags in Tweet in G5:
[1097] ai
[1082] analytics
[1023] rstats
[937] reactjs
[868] machinelearning
[524] iot
[485] bigdata
[477] iiot
[465] python
[355] datascience

Top Hashtags in Tweet in G6:
[241] mhealth
[75] cybersecurity
[57] digitalhealth
[42] healthcare
[39] patientpayments
[37] patientexperience
[33] patientstatements
[28] health
[26] cyberattack
[23] patientcollections

Top Hashtags in Tweet in G7:
[8] childrensmentalhealthweek
[4] itsoktonotbeok
[3] timetotalkday
[2] inthistogether
[2] itsgoodtotalk
[2] mentalhealth
[2] team1279
[2] coasttocoastin80planes
[1] itsoknottobeok
[1] childrensmentalhealthweek2021

Top Hashtags in Tweet in G8:
[173] mhealth
[69] digitalhealth
[52] appdesalud
[44] ehealth
[36] patientadvocate
[35] breastcancer
[29] cancerdemama
[28] saluddigital
[24] informacionsalud
[14] divulgacionsalud

Top Hashtags in Tweet in G9:
[886] digitalhealth
[717] socialmedia
[484] mhealth
[465] ai
[446] digitalmarketing
[389] healthtech
[344] iot
[335] industry40
[146] clinicaltrials
[104] teckrotheanswer

Top Hashtags in Tweet in G10:
[14] patient
[7] healthcare
[5] digitalhealth
[5] health
[4] patientexperience
[4] medtech
[4] innovators
[2] patients
[2] accesstocare
[2] patientjourney

Top Words
Top Words in Tweet in Entire Graph:
[2608] #mhealth
[2083] #ai
[1715] #digitalhealth
[1281] #analytics
[1207] #rstats
[1188] mhealth
[1125] #iot
[1098] #reactjs
[1056] #machinelearning
[1027] _timos_

Top Words in Tweet in G1:
[1044] #mhealth
[450] mhealth
[425] health
[407] #digitalhealth
[277] market
[222] _timos_
[199] apps
[164] app
[160] gt
[146] digital

Top Words in Tweet in G2:
[843] enricomolinari
[412] #ai
[257] #mhealth
[216] wef
[199] #iot
[189] #ehealth
[172] #digitalhealth
[172] _timos_
[159] #analytics
[149] #machinelearning

Top Words in Tweet in G3:
[150] mhealth
[77] apps
[61] expose
[51] millions
[49] cyberattacks
[37] health
[27] #mhealth
[22] phi
[20] apis
[17] market

Top Words in Tweet in G4:
[25] health
[21] series
[21] digital
[21] data
[19] #digitalhealth
[19] #mhealth
[18] wearables
[18] firas_sarhan1
[16] bsccetec
[14] wearablesexpert

Top Words in Tweet in G5:
[1097] #ai
[1082] #analytics
[1023] #rstats
[937] #reactjs
[868] #machinelearning
[816] analytics_699
[524] #iot
[485] #bigdata
[477] #iiot
[465] #python

Top Words in Tweet in G6:
[235] #mhealth
[179] apps
[145] mhealth
[101] expose
[78] health
[75] #cybersecurity
[67] patient
[64] mobile
[57] apis
[57] approov_io

Top Words in Tweet in G7:
[161] rafac_mhealth
[78] wso5_semidlands
[66] staff
[65] rafac_mhwr
[61] cadets
[60] aircadets
[54] comdtac
[48] wellbeing
[42] great
[40] chat

Top Words in Tweet in G8:
[173] #mhealth
[111] co
[92] vacunas
[92] consalud_es
[90] vendo
[89] gracias
[88] sbr
[86] xa
[69] #digitalhealth
[64] dralfonsovidal

Top Words in Tweet in G9:
[881] #digitalhealth
[713] #socialmedia
[607] _timos_
[484] #mhealth
[465] #ai
[442] #digitalmarketing
[388] #healthtech
[378] gt
[344] #iot
[335] #industry40

Top Words in Tweet in G10:
[68] patient
[48] voice
[43] gil_bashe
[35] finnpartners
[31] levshapiro
[27] stacy_hurt
[19] panel
[19] join
[19] fpipr
[16] takedapharma

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1098] #rstats,#reactjs
[970] #digitalhealth,#socialmedia
[589] #machinelearning,#ai
[574] #iot,#iiot
[569] #analytics,#machinelearning
[533] #socialmedia,#digitalmarketing
[527] #analytics,#ai
[516] #ai,#python
[514] #reactjs,#iot
[512] #ai,#rstats

Top Word Pairs in Tweet in G1:
[133] #digitalhealth,#socialmedia
[100] gt,gt
[92] #mhealth,#hcsm
[91] covid,19
[84] mhealth,apps
[83] #hcsm,#hcsmeu
[68] mobile,health
[66] #digitalhealth,#mhealth
[62] digital,health
[56] mhealth,market

Top Word Pairs in Tweet in G2:
[161] wef,enricomolinari
[132] enricomolinari,#ehealth
[130] #rstats,#reactjs
[112] #ehealth,#mhealth
[108] #digitalhealth,#socialmedia
[86] #ai,#iot
[85] #machinelearning,#ai
[82] #iot,#iiot
[74] #analytics,#machinelearning
[74] enricomolinari,#ai

Top Word Pairs in Tweet in G3:
[67] mhealth,apps
[49] apps,expose
[49] expose,millions
[49] millions,cyberattacks
[16] pii,phi
[14] mhealth,app
[11] mobile,health
[10] covid,19
[9] apps,consistently
[9] consistently,expose

Top Word Pairs in Tweet in G4:
[14] health,wearables
[13] #mhealth,#healthit
[13] digital,health
[13] wearables,series
[11] video,digital
[10] watch,#mhealth
[9] #healthit,#nhs
[9] #nhs,#nhsdigital
[7] series,#4
[7] #4,gmathews71

Top Word Pairs in Tweet in G5:
[937] #rstats,#reactjs
[487] #machinelearning,#ai
[480] #analytics,#machinelearning
[477] #iot,#iiot
[453] #analytics,#ai
[437] #ai,#rstats
[435] #reactjs,#iot
[432] #ai,#python
[427] #python,#rstats
[296] #reactjs,#machinelearning

Top Word Pairs in Tweet in G6:
[97] mhealth,apps
[50] mobile,health
[49] pii,phi
[48] apps,expose
[48] expose,millions
[48] millions,cyberattacks
[45] expose,pii
[33] health,apps
[31] apps,consistently
[31] consistently,expose

Top Word Pairs in Tweet in G7:
[27] wellbeing,resilience
[26] aircadets,rafac_mhealth
[26] mental,health
[19] rafac_mhealth,rafac_mhwr
[18] spare,hour
[17] rafac_mhealth,comdtac
[15] resilience,workshop
[14] resilience,session
[13] coffee,morning
[13] staff,cadets

Top Word Pairs in Tweet in G8:
[90] vacunas,vendo
[88] consalud_es,sbr
[88] sbr,#mhealth
[86] xa,consalud_es
[86] #mhealth,gracias
[84] vendo,co
[58] co,mske42aj29
[58] mske42aj29,xa
[56] dralfonsovidal,vacunas
[25] #mhealth,#ehealth

Top Word Pairs in Tweet in G9:
[713] #digitalhealth,#socialmedia
[442] #socialmedia,#digitalmarketing
[252] gt,gt
[112] #mhealth,#healthtech
[100] #digitalmarketing,#ai
[91] #mhealth,#medtech
[91] #medtech,#meded
[91] #meded,#pharma
[91] #pharma,#ai
[91] #ai,#biotech

Top Word Pairs in Tweet in G10:
[34] voice,patient
[22] gil_bashe,finnpartners
[14] stacy_hurt,gil_bashe
[14] finnpartners,fpipr
[12] joins,voice
[11] patient,webinar
[9] articles,patient
[9] patient,advocacy
[9] advocacy,gil_bashe
[9] patient,engagement

Top Replied-To
Top Replied-To in Entire Graph:
@rafac_mhwr
@wso5_semidlands
@rafac_mhealth
@aircadet101
@dawnmccaff
@sgtrafac_trg
@medappresearch
@isansys
@sc_laboratories
@corbettkr

Top Replied-To in G1:
@medappresearch
@sc_laboratories
@corbettkr
@wexervirtual
@wef
@heartsatplay
@concussionlf
@thestreet
@brenttoderian
@nkalamb

Top Replied-To in G2:
@isansys
@mashable

Top Replied-To in G4:
@ukpenguin

Top Replied-To in G6:
@danbogdanov
@ghhubger
@eumhealthhub

Top Replied-To in G7:
@rafac_mhwr
@wso5_semidlands
@rafac_mhealth
@dawnmccaff
@aircadet101
@sgtrafac_trg
@msa_ainsworth
@grids_oc2236
@cwobenturnbull
@acffaadvisor

Top Replied-To in G8:
@ascape_h2020
@kitsord
@medlineplusesp

Top Replied-To in G9:
@teckroofficial

Top Replied-To in G10:
@epatientdave
@purrfectly_rare
@fpipr

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@analytics_699
@enricomolinari
@wef
@teckroofficial
@haroldsinnott
@rafac_mhealth
@mailmystatement
@consalud_es
@eli_krumova

Top Mentioned in G1:
@_timos_
@dicompath
@mailmystatement
@teckroofficial
@thibaudguymard
@enricomolinari
@garymonk
@ariannacblue
@fundacionisys
@xemio_org

Top Mentioned in G2:
@enricomolinari
@wef
@_timos_
@analytics_699
@mashable
@intengineering
@9gag
@techinsider
@techamazing
@eli_krumova

Top Mentioned in G3:
@pulsuum
@stigmabase

Top Mentioned in G4:
@firas_sarhan1
@bsccetec
@wearablesexpert
@digitalsalutem
@ukpenguin
@gmathews71
@dxctechnology
@nickisnpdx
@nhsx
@attoday_mag

Top Mentioned in G5:
@analytics_699
@haroldsinnott
@journeyherotech
@eli_krumova
@rosenchild
@hubbucket
@liii1414
@drrogervanriet
@prosumersoft
@ruben_arce_s

Top Mentioned in G6:
@mailmystatement
@eumhealthhub
@alissaknight
@approov_io
@securityhit
@_timos_
@helpnetsecurity
@knightinkmedia
@itu
@who

Top Mentioned in G7:
@rafac_mhealth
@wso5_semidlands
@aircadets
@comdtac
@rafac_mhwr
@dawnmccaff
@aircadet101
@cwobenturnbull
@1066hitchinsqn
@sgtrafac_trg

Top Mentioned in G8:
@consalud_es
@dralfonsovidal
@fundacionisys
@ascape_h2020
@xemio_org
@laporres
@infosalus_com
@saludigital_es
@josemiguelcacho
@thl_medical

Top Mentioned in G9:
@_timos_
@teckroofficial
@tuftscsdd
@analytics_699
@garymonk
@sofiaitc
@apothera
@cardiosix
@mailmystatement
@ovariancancerco

Top Mentioned in G10:
@gil_bashe
@finnpartners
@levshapiro
@stacy_hurt
@fpipr
@takedapharma
@npaf_tweets
@cedarssinai
@siemenshealth
@colin_hung

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robinsnewswire
@s9tmt
@edinburghwatch
@chidambara09
@cybersec_feeds
@femtech_
@andyvermaut
@annemariayritys
@evankirstel

Top Tweeters in G1:
@sectest9
@femtech_
@thehill
@vodafonedestek
@viralvideovlogs
@ml_tweet_bot
@applertweet
@caring_mobile
@bbcworld
@nubiaredondo

Top Tweeters in G2:
@chidambara09
@andyvermaut
@annemariayritys
@evankirstel
@aldoceccarelli
@lorimoreno
@rvp
@alvinlindsay21
@santchiweb
@fintechna

Top Tweeters in G3:
@robinsnewswire
@stigmabase
@it_securitynews
@stevekrohn
@thearticletrunk
@joviannfeed
@exbulletinuk
@eprnetwork
@anith
@cipherstorm

Top Tweeters in G4:
@machinelearnflx
@nickisnpdx
@thebhf
@mentalhealthcop
@nhsconfed
@mhmatters
@seanpreneur
@mentalhealthsoc
@excercisefitnes
@innonurse

Top Tweeters in G5:
@xaelbot
@rosenchild
@codegnuts
@llnuxbot
@thedeveloperbot
@andrewmorrisuk
@nlognbot
@friday_js_bot
@hubofml
@womencodersbot

Top Tweeters in G6:
@edinburghwatch
@cybersec_feeds
@cybersecurityn8
@6364gkdu
@onomsalam2pas
@microsoftrtweet
@martinabutters
@vishne0
@brianhonan
@bosam1005

Top Tweeters in G7:
@stuartroxy
@childreninni
@rocw11
@youngmindsuk
@timetochange
@comdtac
@meltontimes
@arc_sni
@dbentleymiller
@place2be

Top Tweeters in G8:
@marting8177
@europapress
@france24
@elmundoes
@consalud_es
@laporres
@larahernandezc6
@celestinogutirr
@joseajarne
@gaba_cala

Top Tweeters in G9:
@docdhawad
@_timos_
@the404code
@prosper_kenn
@iot_technojeder
@mededbot
@sofiaitc
@e_nterdiscipl
@lqventures
@maxm_profit

Top Tweeters in G10:
@techcrunch
@pharmacypodcast
@google
@johnnosta
@mlgg2
@avrohomg
@epatientdave
@colin_hung
@reginaholliday
@teaminspire