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mhealth_2017-07-17_00-34-16.xlsx
mhealth_2017-07-17_00-34-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2017
Short Description:
mhealth via NodeXL http://bit.ly/2vtcOTw
@insidestat
@caring_mobile
@jmedinternetres
@orchauk
@daverubal
@evankirstel
@brain_mobi

Description:
Description
The graph represents a network of 2,794 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, 17 July 2017 at 07:36 UTC.

The requested start date was Monday, 17 July 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 20-hour, 56-minute period from Tuesday, 11 July 2017 at 14:22 UTC to Sunday, 16 July 2017 at 11:19 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 : 2794
Unique Edges : 4789
Edges With Duplicates : 2863
Total Edges : 7652
Self-Loops : 1374
Reciprocated Vertex Pair Ratio : 0.0180049668874172
Reciprocated Edge Ratio : 0.035373043301484
Connected Components : 241
Single-Vertex Connected Components : 137
Maximum Vertices in a Connected Component : 2329
Maximum Edges in a Connected Component : 7071
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.325244
Graph Density : 0.000630346702219297
Modularity : 0.478306
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[84] http://consalud.es/opinion/patologia-en-la-maleta-37996
[76] https://www.onpage.com/secure-patient-information-with-secure-messaging/?platform=hootsuite
[40] http://cardio.jmir.org
[37] https://mhealthintelligence.com/news/what-features-are-needed-to-make-an-mhealth-app-effective
[26] http://www.firstpost.com/india/big-data-in-healthcare-fuelled-by-wearables-and-apps-medical-research-takes-giant-leap-forward-3793155.html
[25] https://mhealthintelligence.com/news/mhealth-telehealth-are-making-the-house-call-meaningful-again
[25] http://itknowledgeexchange.techtarget.com/iot-agenda/enabling-a-healthy-relationship-with-iot-in-healthcare/
[22] http://www.prlog.org/12144870-jems-technology-ceo-to-chair-mtam-mhealth-advisory-committee.html
[21] https://inews.co.uk/essentials/sport/football/football-indepth/the-football-mindset-why-players-should-continue-to-open-up/
[21] http://www.news-medical.net/news/20160418/How-will-IoT-impact-healthcare-An-interview-with-David-Doherty.aspx

Top URLs in Tweet in G1:
[20] http://consalud.es/opinion/patologia-en-la-maleta-37996
[15] http://www.gomobilemichigan.org/
[15] http://www.prlog.org/12144870-jems-technology-ceo-to-chair-mtam-mhealth-advisory-committee.html
[12] http://paper.li/devbyict/1434657191
[11] https://mhealthintelligence.com/news/what-features-are-needed-to-make-an-mhealth-app-effective
[10] http://www.healthcareitnews.com/news/fda-chief-outlines-digital-health-strategy-post-market-medical-device-regulation
[10] http://www.shaila.io/
[8] https://ehna.acfee.org/read/NDE5OQ==
[7] https://mhealthintelligence.com/news/contest-finalists-envision-alexa-as-an-mhealth-management-tool
[7] http://searchhealthit.techtarget.com/opinion/Mobile-technology-in-healthcare-looks-toward-a-brighter-future?utm_campaign=shealth_hit&utm_medium=social&utm_source=twitter&utm_content=1499892090

Top URLs in Tweet in G2:
[58] https://www.onpage.com/secure-patient-information-with-secure-messaging/?platform=hootsuite
[12] http://www.wgi.ooo
[7] http://www.prlog.org/12144870-jems-technology-ceo-to-chair-mtam-mhealth-advisory-committee.html
[5] https://www.mendthemind.ca/stigma/seven-important-things-we-can-do-reduce-stigma-and-discrimination/
[5] https://chatbotsmagazine.com/5-facebook-bots-to-support-your-health-42f66282f5d5
[5] http://ehealthnews.co.za/philips-expands-ugrow/
[5] http://ehealthnews.co.za/hearx-group-accelerate2030/
[4] https://mhealthintelligence.com/news/mhealth-telehealth-are-making-the-house-call-meaningful-again
[4] http://www.mobihealthnews.com/content/65b-so-far-2017-track-be-biggest-digital-health-funding-year-yet
[4] http://www.pharmexec.com/pharma-raises-stakes-digital-health

Top URLs in Tweet in G3:
[22] http://itknowledgeexchange.techtarget.com/iot-agenda/enabling-a-healthy-relationship-with-iot-in-healthcare/
[19] http://www.news-medical.net/news/20160418/How-will-IoT-impact-healthcare-An-interview-with-David-Doherty.aspx
[14] https://inews.co.uk/essentials/sport/football/football-indepth/the-football-mindset-why-players-should-continue-to-open-up/
[14] http://www.firstpost.com/india/big-data-in-healthcare-fuelled-by-wearables-and-apps-medical-research-takes-giant-leap-forward-3793155.html
[12] http://mlabs.boston-technology.com/blog/iot-in-healthcarewhats-in-store?utm_content=buffer9002d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] http://www.businessinsider.com/5gs-effect-on-connected-health-devices-2017-6
[11] https://www.wsj.com/articles/smartphones-open-a-new-world-for-medical-researchers-1498442821
[10] http://www.firstpost.com.convey.pro/l/4AR5Ekq
[9] http://TheHerdLocker.com
[8] http://paper.li/RunaWear/1398253713?edition_id=c3247800-67b8-11e7-8f01-0cc47a0d1609

Top URLs in Tweet in G4:
[11] http://www.orchablog.co.uk/orcha-top-10-tips-great-app/
[10] http://d-lab.tech/challenge-2/
[8] https://www.gsma.com/mobilefordevelopment/programmes/mhealth/mhealth-design-toolkit
[7] https://vimeo.com/195316024
[6] https://www.orchablog.co.uk/orcha-top-10-tips-great-app/
[5] https://www.inc.com/adam-fridman/mindfulness-and-happiness-in-the-workplace.html
[5] http://www.mobihealthnews.com/content/using-zio-data-stanford-team-trains-ai-best-cardiologists-detecting-14-arrhythmias
[5] https://www.orchablog.co.uk/ambiguous-advice-questionable-quality-lack-development-evaluation-standards-preventing-potential-health-apps/#.WWJ6kXzSiI8.twitter
[5] http://spectrum.ieee.org/consumer-electronics/portable-devices/a-software-shrink-apps-and-wearables-could-usher-in-an-era-of-digital-psychiatry?utm_content=buffercf7e9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://healthtransformer.co/how-mhealth-is-improving-access-to-care-worldwide-9106dd0625f4

Top URLs in Tweet in G5:
[4] https://mhealthintelligence.com/news/wearable-device-mhealth-telehealth-markets-expected-to-grow
[3] http://pairsonnalites-za.blogspot.com/2017/07/mhealth-and-young-people-in-south-africa.html?utm_source=dlvr.it&utm_medium=twitter
[3] http://michiganmobilemusings.com/2011/10/30/m2m-sector-of-mobile-technology-provides-economic-opportunity-for-michigan/
[3] http://michiganmobilemusings.com/2015/07/06/michigan-capitalizing-on-mobilewireless-tech-for-business-job-and-economic-growth/
[2] https://mobilemarketingwatch.com/mhealth-news-headlines-might-missed-20-72320/?utm_medium=social&utm_campaign=postplanner&utm_source=twitter.com
[2] https://alltheinternetofthings.com/entries/255051
[2] https://alltheinternetofthings.com/entries/255050
[2] https://www.google.com/url?rct=j&sa=t&url=https://mhealthintelligence.com/news/what-features-are-needed-to-make-an-mhealth-app-effective&ct=ga&cd=CAIyGmJhYjU5MzAwYzlmNWRkOTA6Y29tOmVuOlVT&usg=AFQjCNHcokRytsplSaQuzBQC0UGjmKGgLw
[2] https://www.google.com/url?rct=j&sa=t&url=https://mhealthintelligence.com/news/what-features-are-needed-to-make-an-mhealth-app-effective&ct=ga&cd=CAIyHDgzNDY3MWIzYzYzZjFlMWU6Y29tOmVuOlVTOlI&usg=AFQjCNHcokRytsplSaQuzBQC0UGjmKGgLw
[2] https://www.bizjournals.com/philadelphia/news/2017/07/13/biotelemetry-acquires-lifewatch-280-million-beat.html

Top URLs in Tweet in G6:
[11] http://www.healthcareinnovationsummit.co.za
[7] https://futurism.com/a-breakthrough-ai-can-now-predict-which-babies-will-develop-autism/
[7] http://www.computerworld.com/article/3205250/apple-ios/the-future-of-medicine-personal-ubiquitous-and-mobile.html
[4] http://paper.li/sarahcollins198/1499458830?edition_id=86a1c570-66fc-11e7-b22e-0cc47a0d1609
[4] https://ehna.acfee.org/read/NDE2OQ==
[4] http://hubs.ly/H080Ld70?utm_campaign=PatientSafe%20Press%20and%20Published%20Articles&utm_content=57312240&utm_medium=social&utm_source=twitter
[4] http://www.psypost.org/2017/05/study-links-facebook-use-reduced-gray-matter-volume-nucleus-accumbens-49028
[3] https://healthitsecurity.com/news/95-of-healthcare-orgs-not-utilizing-risk-management-software?utm_content=buffera4e9f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://paper.li/sarahcollins198/1460642634?edition_id=23e38c70-685a-11e7-b326-0cc47a0d15fd
[3] https://www.technologynetworks.com/neuroscience/news/making-art-activates-brains-reward-pathway-289597

Top URLs in Tweet in G7:
[37] http://cardio.jmir.org
[6] https://mhealthintelligence.com/news/what-features-are-needed-to-make-an-mhealth-app-effective#sthash.RQPe232I.uxfs
[6] http://mhealth.jmir.org/2017/7/e95/
[2] http://paper.li/JMedInternetRes/1450631432?edition_id=31f533c0-67ee-11e7-b808-0cc47a0d1605
[1] https://twitter.com/i/web/status/885470147758174208
[1] http://www.nytimes.com/2017/04/13/upshot/answer-to-better-health-care-behavioral-economics.html
[1] https://twitter.com/i/web/status/884601984757547008
[1] http://mhealth.jmir.org/2017/7/e92/
[1] https://twitter.com/i/web/status/875159578639572992
[1] https://twitter.com/i/web/status/884774601082929153

Top URLs in Tweet in G8:
[7] http://tweetedtimes.com/v/12937
[6] http://www.bbc.co.uk/news/technology-40592520?utm_content=buffer0472c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.mindsofmalady.com/2017/05/affigoios-digital-health-platform.html
[3] https://thedoctorweighsin.com/adherence-might-be-the-new-gold-standard-for-quality-in-healthcare/
[3] https://echalliance.com/events/EventDetails.aspx?id=975395&group=
[1] https://www-courant-com.cdn.ampproject.org/c/www.courant.com/business/hc-startup-health-care-bitcoin-20170530-story,amp.html
[1] http://onecallcm.com/NewsPressPages/2017/FINAL%20Harbor%20Telehealth%20Press%20Release%2006.16.17.pdf
[1] https://chatbotsmagazine.com/5-facebook-bots-to-support-your-health-42f66282f5d5
[1] https://www.information-management.com/news/googles-deepmind-violated-uk-law-in-use-of-patient-data?utm_content=buffer9e2c1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/884677892461998080

Top URLs in Tweet in G9:
[11] https://www.onpage.com/secure-patient-information-with-secure-messaging/?platform=hootsuite
[9] http://linkis.com/ehealth4everyone.com/TzrdL
[8] http://healththink.org
[6] https://www.fiverr.com/s2/3031232112
[5] https://medium.com/m/global-identity?redirectUrl=https://healthtransformer.co/how-mhealth-is-improving-access-to-care-worldwide-9106dd0625f4
[4] http://kaysharbor.com/blog/healthcare/ways-mhealth-interoperability-benefits-healthcare
[4] https://medium.com/@goinvo/open-health-organizing-principles-b201701610ae
[4] http://www.thoughtwave.techendeavour.com/mobility/how-to-modernize-healthcare-and-make-it-affordable-using-digital/
[3] https://pharmaphorum.com/views-and-analysis/vr-ar-healthcare-pharma/
[3] https://www.technologyreview.com/s/608234/the-machines-are-getting-ready-to-play-doctor/

Top URLs in Tweet in G10:
[6] http://mhealth.jmir.org/2016/2/e41/
[4] http://redgreentree.com/healthy-technology-use/
[3] http://www.finanznachrichten.de/nachrichten-2017-06/40929245-medable-medable-bringt-synapse-auf-den-markt-eine-voll-integrierte-app-plattform-fuer-die-klinische-versorgung-fuer-die-carekit-verwendet-wurde-382.htm
[3] https://enterpriseviewpoint.com/medable-empowering-healthcare-apps-with-ai/
[3] http://www.hrc.org/blog/minority-mental-health-is-notacharacterflaw
[3] https://blogs.scientificamerican.com/observations/mental-illness-is-common-but-long-lasting-mental-illness-is-rare/
[3] https://www.theguardian.com/cities/2017/jul/12/dutch-app-elderly-hack-pedestrian-crossings
[2] https://www.ncbi.nlm.nih.gov/pubmed/28709856?dopt=Abstract
[2] https://www.ncbi.nlm.nih.gov/pubmed/28698170?dopt=Abstract
[2] https://www.imedicalapps.com/2017/07/tech-feature-announcement/

Top Domains
Top Domains in Tweet in Entire Graph:
[598] paper.li
[598] twitter.com
[219] mhealthintelligence.com
[117] co.uk
[112] mobihealthnews.com
[90] consalud.es
[78] onpage.com
[62] jmir.org
[53] goodzing.com
[51] mhealthwatch.com

Top Domains in Tweet in G1:
[293] paper.li
[137] twitter.com
[61] mhealthintelligence.com
[48] mobihealthnews.com
[30] mhealthwatch.com
[22] co.uk
[20] consalud.es
[16] acfee.org
[16] prlog.org
[15] gomobilemichigan.org

Top Domains in Tweet in G2:
[142] paper.li
[98] twitter.com
[58] onpage.com
[31] urac.org
[27] mhealthintelligence.com
[16] mobihealthnews.com
[15] co.za
[13] parksassociates.com
[12] wgi.ooo
[11] hubs.ly

Top Domains in Tweet in G3:
[59] twitter.com
[32] vinayshankar.net
[29] co.uk
[23] techtarget.com
[21] paper.li
[19] news-medical.net
[15] firstpost.com
[15] wsj.com
[12] boston-technology.com
[11] businessinsider.com

Top Domains in Tweet in G4:
[30] twitter.com
[30] co.uk
[12] mhealthintelligence.com
[10] gsma.com
[10] d-lab.tech
[9] mykneeguide.com
[9] mobihealthnews.com
[8] paper.li
[7] vimeo.com
[5] inc.com

Top Domains in Tweet in G5:
[29] mhealthintelligence.com
[19] twitter.com
[15] google.com
[7] blogspot.com
[6] linkedin.com
[6] michiganmobilemusings.com
[5] fb.me
[5] paper.li
[5] jugem.jp
[4] mobilemarketingwatch.com

Top Domains in Tweet in G6:
[37] paper.li
[16] twitter.com
[16] mobihealthnews.com
[11] co.za
[7] futurism.com
[7] computerworld.com
[5] acfee.org
[5] hitconsultant.net
[4] hubs.ly
[4] psypost.org

Top Domains in Tweet in G7:
[45] jmir.org
[10] twitter.com
[6] mhealthintelligence.com
[2] paper.li
[1] nytimes.com
[1] springer.com

Top Domains in Tweet in G8:
[7] tweetedtimes.com
[6] co.uk
[4] twitter.com
[3] mindsofmalady.com
[3] thedoctorweighsin.com
[3] echalliance.com
[1] ampproject.org
[1] onecallcm.com
[1] chatbotsmagazine.com
[1] information-management.com

Top Domains in Tweet in G9:
[22] twitter.com
[12] medium.com
[12] mhealthwatch.com
[11] mhealthintelligence.com
[11] onpage.com
[9] paper.li
[9] linkis.com
[8] healththink.org
[6] fiverr.com
[5] kaysharbor.com

Top Domains in Tweet in G10:
[20] nih.gov
[11] twitter.com
[9] paper.li
[7] jmir.org
[4] theguardian.com
[4] imedicalapps.com
[4] redgreentree.com
[3] finanznachrichten.de
[3] enterpriseviewpoint.com
[3] hrc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3953] mhealth
[1135] digitalhealth
[586] ehealth
[466] iot
[371] healthcare
[248] ai
[235] health
[201] bigdata
[184] healthtech
[179] wearables



Top Hashtags in Tweet in G1:
[1270] mhealth
[332] digitalhealth
[150] ehealth
[86] healthcare
[86] iot
[72] health
[57] telehealth
[46] ai
[44] app
[43] healthtech

Top Hashtags in Tweet in G2:
[774] mhealth
[205] digitalhealth
[108] ehealth
[59] hipaa
[53] telehealth
[48] healthtech
[45] health
[44] healthit
[42] iot
[33] hcit

Top Hashtags in Tweet in G3:
[393] mhealth
[234] iot
[190] digitalhealth
[133] ai
[133] healthcare
[130] bigdata
[69] ehealth
[69] wearables
[47] healthtech
[39] health

Top Hashtags in Tweet in G4:
[193] mhealth
[70] digitalhealth
[38] healthcare
[27] apps
[13] wearables
[13] nhs
[12] toptips
[12] health
[10] ehealth
[10] app

Top Hashtags in Tweet in G5:
[53] mhealth
[20] iot
[12] healthcare
[11] telehealth
[11] digitalhealth
[6] wearables
[6] michigan
[6] smartmftg
[6] mobility
[5] nurs751

Top Hashtags in Tweet in G6:
[136] mhealth
[62] digitalhealth
[27] ehealth
[20] health
[15] hcsm
[15] hisa2017
[13] wellness
[12] hcsmeu
[11] healthtech
[9] telehealth

Top Hashtags in Tweet in G7:
[67] mhealth
[44] ehealth
[37] cardio
[37] openaccess
[11] physicalactivity
[6] medicalinformatics
[6] digitalhealth
[5] stagesofchange
[5] pa
[5] trackers

Top Hashtags in Tweet in G8:
[71] mhealth
[19] startup
[19] ehealth
[16] sme
[10] healthtech
[6] iot
[4] digitalhealth
[3] mentalhealth
[3] telehealth
[3] valencia

Top Hashtags in Tweet in G9:
[143] mhealth
[75] digitalhealth
[70] ehealth
[32] healthit
[27] health
[18] healthdata
[14] hipaa
[12] healthcare
[11] hcit
[10] nigeria

Top Hashtags in Tweet in G10:
[102] mhealth
[20] myknktd
[14] digitalhealth
[9] edtech
[8] ehealth
[7] digitalmedicine
[5] carekit
[5] parenting
[5] parentalcontrols
[4] school

Top Words
Top Words in Tweet in Entire Graph:
[2360] Words in Sentiment List#1: Positive
[951] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[70786] Non-categorized Words
[74097] Total Words
[4399] mhealth
[1138] digitalhealth
[798] health
[642] healthcare
[605] ehealth

Top Words in Tweet in G1:
[1347] mhealth
[332] digitalhealth
[250] latest
[249] health
[224] thanks
[164] healthcare
[157] daily
[151] ehealth
[134] mobile
[127] app

Top Words in Tweet in G2:
[811] mhealth
[207] digitalhealth
[167] health
[117] secure
[111] ehealth
[104] latest
[99] thanks
[89] mobile
[77] patient
[75] daily

Top Words in Tweet in G3:
[395] mhealth
[236] iot
[191] digitalhealth
[188] healthcare
[140] ai
[130] bigdata
[70] wearables
[69] ehealth
[63] health
[63] evankirstel

Top Words in Tweet in G4:
[215] mhealth
[70] digitalhealth
[50] apps
[48] orchauk
[48] health
[39] healthcare
[29] app
[24] data
[21] make
[15] matsgranryd

Top Words in Tweet in G5:
[145] mhealth
[25] telehealth
[23] iot
[18] healthcare
[17] app
[16] mobile
[15] health
[15] features
[15] make
[14] needed

Top Words in Tweet in G6:
[158] mhealth
[62] digitalhealth
[46] health
[37] latest
[32] thanks
[29] daily
[27] ehealth
[17] healthcare
[15] hcsm
[15] hisa2017

Top Words in Tweet in G7:
[73] mhealth
[52] jmir
[51] jmedinternetres
[44] ehealth
[41] publishing
[39] journal
[38] new
[37] cardio
[37] launched
[37] openaccess

Top Words in Tweet in G8:
[78] mhealth
[35] diabetes
[35] monitors
[35] high
[35] end
[35] medical
[35] equipment
[35] prevalence
[35] increased
[35] many

Top Words in Tweet in G9:
[161] mhealth
[75] digitalhealth
[70] ehealth
[58] health
[32] healthit
[26] healthcare
[23] patient
[22] secure
[21] ehealth4every1
[18] healthdata

Top Words in Tweet in G10:
[110] mhealth
[29] myknktd
[23] mental
[18] health
[17] apps
[16] app
[14] digitalhealth
[13] redgreentreeapp
[13] smartphone
[10] ehealth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[303] digitalhealth,mhealth
[283] mhealth,digitalhealth
[261] mhealth,ehealth
[208] ehealth,mhealth
[183] daily,thanks
[109] mhealth,app
[103] healthcare,mhealth
[101] digital,health
[99] consalud_es,sobre
[99] gracias,x

Top Word Pairs in Tweet in G1:
[90] mhealth,digitalhealth
[87] digitalhealth,mhealth
[82] daily,thanks
[64] ehealth,mhealth
[55] mhealth,ehealth
[37] digital,health
[37] latest,mhealth
[28] mobile,app
[27] mhealth,apps
[27] latest,digital

Top Word Pairs in Tweet in G2:
[71] digitalhealth,mhealth
[58] secure,patient
[58] patient,information
[58] information,secure
[58] secure,messaging
[58] messaging,100
[58] 100,hipaa
[58] hipaa,complaint
[58] complaint,mhealth
[56] mhealth,digitalhealth

Top Word Pairs in Tweet in G3:
[59] mhealth,ehealth
[48] mhealth,iot
[45] healthcare,mhealth
[33] bigdata,ai
[32] improving,pregnancy
[32] pregnancy,data
[32] data,driven
[32] driven,app
[32] app,vinayshankar
[32] vinayshankar,onelife_me

Top Word Pairs in Tweet in G4:
[22] mhealth,digitalhealth
[18] digitalhealth,mhealth
[14] mhealth,apps
[14] mhealth,service
[12] healthcare,app
[11] top,10
[11] 10,tips
[10] toptips,tip
[10] data,challenge
[9] health,apps

Top Word Pairs in Tweet in G5:
[16] mhealth,telehealth
[16] mhealth,app
[13] features,needed
[13] needed,make
[13] make,mhealth
[13] app,effective
[8] expected,grow
[7] mhealth,news
[7] contest,finalists
[7] finalists,envision

Top Word Pairs in Tweet in G6:
[32] mhealth,digitalhealth
[28] daily,thanks
[20] latest,mhealth
[19] mhealth,daily
[17] digitalhealth,mhealth
[14] mhealth,hcsm
[12] digital,health
[12] digitalhealth,wellness
[12] wellness,health
[11] hcsm,hcsmeu

Top Word Pairs in Tweet in G7:
[40] jmedinternetres,jmir
[38] mhealth,ehealth
[37] jmir,cardio
[37] cardio,launched
[37] launched,new
[37] new,openaccess
[37] openaccess,journal
[37] journal,publishing
[37] publishing,fees
[37] fees,mhealth

Top Word Pairs in Tweet in G8:
[35] diabetes,monitors
[35] monitors,high
[35] high,end
[35] end,medical
[35] medical,equipment
[35] equipment,mhealth
[35] mhealth,prevalence
[35] prevalence,increased
[35] increased,many
[35] many,folds

Top Word Pairs in Tweet in G9:
[40] ehealth,mhealth
[25] digitalhealth,mhealth
[19] digitalhealth,ehealth
[15] healthit,digitalhealth
[12] mhealth,healthdata
[12] access,care
[11] on_page,secure
[11] secure,patient
[11] patient,information
[11] information,secure

Top Word Pairs in Tweet in G10:
[18] mhealth,myknktd
[13] mental,health
[9] latest,official
[9] official,mhealth
[9] mhealth,daily
[9] daily,thanks
[8] mental,illness
[7] great,example
[7] example,digitalmedicine
[7] digitalmedicine,unifies

Top Replied-To
Top Replied-To in Entire Graph:
@menhealuk
@mhealth
@jmedinternetres
@asthmauk
@isansys
@psychorbust
@rasushrestha
@us_fda
@who
@erictopol

Top Replied-To in G1:
@asthmauk
@us_fda
@who
@asraimun
@amnakai
@insidestat
@caring_mobile
@sabinemaur

Top Replied-To in G2:
@menhealuk
@jmedinternetres
@tim_cook
@acsmnews
@fastcoideas
@parkjames
@lydiasara19
@chorleycakedave
@narinaanne
@andresleon1

Top Replied-To in G3:
@isansys
@erictopol
@xcertiaguide
@ariannacblue
@fs_healthcare
@evankirstel

Top Replied-To in G4:
@mhealth
@adermish
@ithriveinfo
@edelesheehan
@emranswers
@caleykropp
@stuartberry1
@domtaylor

Top Replied-To in G10:
@idaloscher

Top Mentioned
Top Mentioned in Entire Graph:
@consalud_es
@orchauk
@dralfonsovidal
@evankirstel
@jmedinternetres
@mhealthintel
@kinvey
@cybage
@vinayshankar
@onelife_me

Top Mentioned in G1:
@dralfonsovidal
@consalud_es
@goodzing
@doctick
@orchauk
@ariannacblue
@urac
@mhealthintel
@fs_healthcare
@medappsab

Top Mentioned in G2:
@on_page
@urac
@orchauk
@doctick
@medappsab
@_letstalkhealth
@ariannacblue
@bodymapsnap
@thibaudguymard
@medgizmo

Top Mentioned in G3:
@evankirstel
@vinayshankar
@onelife_me
@irmaraste
@kirkdborne
@fs_healthcare
@mhealthinsight
@nibbiotec
@aalokyshukla
@silvelloandrea

Top Mentioned in G4:
@orchauk
@matsgranryd
@medcityhq
@mandalou172
@gsmam4d
@lizashallpayne
@depresson2
@dlab_mwc
@innolabs_eu
@frogdesign

Top Mentioned in G5:
@freedomfirecom
@np2m_standard
@dannydpurb
@execedia
@carnicelli_d
@shivalisarawagi

Top Mentioned in G6:
@vimmune
@iheintl
@thibaudguymard
@sarahcollins198
@mike_mitt
@medappsab
@urac
@hitconsultant
@iamsick_ca
@cognisshq

Top Mentioned in G7:
@jmedinternetres
@corneelvdl
@eysenbach
@treasa_corbett
@crichardsonmd
@buisl
@nyulmc
@umfamilymed
@isbnpa_emh
@petersliang

Top Mentioned in G8:
@brain_mobi
@eu_ehealth
@eu_ehealth_hub
@reflexionhealth
@newtechlaw
@eip_aha
@simplyvitalhq
@mindsofmalady
@etalc_tech
@jacobchristine

Top Mentioned in G9:
@ehealth4every1
@startuphealth
@on_page
@healththink
@medappsab
@medelinked
@goinvo
@accessmobile
@imeasangansi
@jacobchristine

Top Mentioned in G10:
@redgreentreeapp
@myknktd
@responsivehlth
@nhsaccelerator
@mymhealthltd
@medableinc
@shprintsa
@mktsociale
@ehealthf
@evtechmag

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalitesu
@arkangelscrap
@nosqldigest
@senegalbot
@salud365
@superalitita
@nuevalor
@piyuanker12
@roomeezon
@startuprealtime

Top Tweeters in G1:
@stain_less8
@thevinequotes
@guardian
@magarya
@livesmart
@jhamby
@ottawacitizen
@uktodaytopnews
@pantel81
@juliomayol

Top Tweeters in G2:
@thejadelord
@nahumg
@mattklewis
@cathcoste
@caring_mobile
@nicochan33
@ntvuganda
@talianieto
@aenima666
@parthaskar

Top Tweeters in G3:
@arkangelscrap
@piyuanker12
@roomeezon
@startuprealtime
@evankirstel
@sectest9
@snstreet
@alevergara78
@itknowingness
@lopezgovlaw

Top Tweeters in G4:
@nytimes
@mailonline
@wsj
@inc
@gpconsortia
@wired
@docprogrammer
@stuartberry1
@garethpresch
@cumpstonarchive

Top Tweeters in G5:
@pairsonnalitesu
@nuevalor
@uohanalilly
@parvez1
@bynry
@seocopy
@dannydpurb
@alzimovsky
@freedomfirecom
@italiot

Top Tweeters in G6:
@omi_082
@kannaniyyer
@drnic1
@charlesornstein
@abdulrahmans
@clarkmike
@cdcchronic
@rlbates
@brad_justus
@dnaed_tech

Top Tweeters in G7:
@sampuzzo
@therecycla
@wetnoses
@cynchazen
@slimhabit
@nadiah87099753
@heartsurvivor07
@just4thecause
@jan69uk
@janetrwojcikphd

Top Tweeters in G8:
@donaldndoro
@quotedian
@briansj3
@ats_bergamo
@helen_creates
@jennbarrigar
@pushnorthcom
@eu_ehealth
@esq140
@eip_aha

Top Tweeters in G9:
@carolinekvitter
@berci
@healthitnews
@ideagoras
@iamukasa
@abbyjibril
@accesspropja
@hi_in_ksa
@jeffdachis
@grigortw

Top Tweeters in G10:
@dukdaffe
@tekieboard
@ft
@drumeshprabhu
@skift
@morgan_jody
@ednaks
@bajammal
@dondrwdrw
@sethtbrand