mhealth, Twitter, 8/10/2020 1:26:46 AM, 232260


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mhealth_2020-08-09_17-48-21.xlsx
mhealth_2020-08-09_17-48-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2020
Short Description:
mhealth via NodeXL https://bit.ly/30FhXKW
@caring_mobile
@enricomolinari
@rttcraig
@datadrivencare
@jmirpub
@gnuhealth
@_timos_
@urbanartforhope
@stop_smokin_now
@mobiuso

Top hashtags:
#mhealth
#digitalhealth
#healthtech
#healthcare
#ai
#iot
#telehealth
#ehealth

Description:
Description
The graph represents a network of 2,856 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, 10 August 2020 at 00:58 UTC.

The requested start date was Monday, 10 August 2020 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, 13-hour, 27-minute period from Monday, 27 July 2020 at 00:07 UTC to Sunday, 09 August 2020 at 13:35 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 : 2856
Unique Edges : 2868
Edges With Duplicates : 10065
Total Edges : 12933
Number of Edge Types : 5
Mentions : 2101
Retweet : 3877
MentionsInRetweet : 5730
Tweet : 1154
Replies to : 71
Self-Loops : 1259
Reciprocated Vertex Pair Ratio : 0.04327633523327
Reciprocated Edge Ratio : 0.0829623634156212
Connected Components : 181
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 2384
Maximum Edges in a Connected Component : 12114
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.503955
Graph Density : 0.000606091823769788
Modularity : 0.316071
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,856 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, 10 August 2020 at 00:58 UTC.

The requested start date was Monday, 10 August 2020 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, 13-hour, 27-minute period from Monday, 27 July 2020 at 00:07 UTC to Sunday, 09 August 2020 at 13:35 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:
[506] http://www.lqventures.com
[144] http://www.socialpharma.net
[38] https://consalud.es/opinion/break-time_82924_102.html
[33] https://telehealthtelemedicines.com/
[22] https://t.co/OEq2o5zSxx
[20] 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
[18] https://www.forbes.com/sites/bernardmarr/2020/08/07/3-daunting-ways-ai-will-transform-the-world-of-work/
[18] https://healthitsecurity.com/news/reports-finds-iot-devices-using-social-media-apps-fda-recalled-platforms
[18] https://research2guidance.com/bots-in-healthcare-interview-with-thomas-schulz/?utm_content=bufferfafbc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] http://mhealth.mobiuso.com

Top URLs in Tweet in G1:
[16] https://www.forbes.com/sites/bernardmarr/2020/08/07/3-daunting-ways-ai-will-transform-the-world-of-work/
[15] http://www.lqventures.com
[8] https://www.healthcareitnews.com/news/asia-pacific/digital-health-innovation-adoption
[7] https://hitconsultant.net/2016/03/02/health-informatics-transforming-health-care/
[6] https://www.thehindubusinessline.com/info-tech/five-health-tech-apps-to-connect-with-doctors-virtually/article31481190.ece
[5] https://www.nationalgeographic.com/science/2020/05/moderna-coronavirus-vaccine-how-it-works-cvd/
[5] https://www.fastcompany.com/90532822/this-seaweed-extract-outperforms-covid-drug-remdesivir-in-the-lab
[3] http://www.socialpharma.net
[3] https://www.theverge.com/2020/8/1/21350649/apple-iphone-payments-mobeewave?utm_source=dlvr.it&utm_medium=twitter
[2] https://mhealthwatch.com/peak-wellness-labs-cbd-oil/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[217] http://www.lqventures.com
[37] http://www.socialpharma.net
[32] https://telehealthtelemedicines.com/
[22] https://t.co/OEq2o5zSxx
[19] 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
[18] https://research2guidance.com/bots-in-healthcare-interview-with-thomas-schulz/?utm_content=bufferfafbc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[18] https://healthitsecurity.com/news/reports-finds-iot-devices-using-social-media-apps-fda-recalled-platforms
[14] https://healthitsecurity.com/news/philips-discloses-vulnerability-in-dreammapper-mobile-app-software
[13] https://go.nature.com/39TioUP
[11] https://www.statnews.com/2020/07/14/google-fitbit-health-data-ads-eu-investigation/

Top URLs in Tweet in G3:
[274] http://www.lqventures.com
[104] http://www.socialpharma.net
[8] https://www.theverge.com/2020/8/1/21350649/apple-iphone-payments-mobeewave?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.digitalhealth.net/2020/07/industry-news-in-brief-28/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.bloombergquint.com/gadfly/coronavirus-vaccine-confronts-humanity-with-next-moral-test-kdck4x2j?utm_source=dlvr.it&utm_medium=twitter
[5] https://mhealthwatch.com/natures-method-cbd-oil/?utm_source=dlvr.it&utm_medium=twitter
[5] https://mhealthwatch.com/how-feta-cheese-is-healthy-for-your-body/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.theverge.com/2020/7/27/21339952/galaxy-watch-3-appears-to-leak-in-detailed-hands-on-video?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.digitaltrends.com/ces-2021/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.siliconvalley.com/2020/08/06/larry-magid-microsoft-owned-tiktok-would-appear-safer/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231173
[2] https://www.forbes.com/sites/forbestechcouncil/2020/07/31/a-game-plan-for-rewiring-the-hospital-for-the-post-covid-era/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS#18616a216f25
[2] https://www.forbes.com/sites/forbestechcouncil/2020/07/15/innovation-acceleration-through-remote-workforces-and-the-gig-economy/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS#32eb7e64585d
[2] https://www.mckinsey.com/industries/healthcare-systems-and-services/our-insights/ten-innovations-that-can-improve-global-health?cid=other-soc-twi-mgi-mgi-oth-2007
[2] https://www.mdpi.com/2072-6643/12/8/2214
[2] https://www.clovekvtisni.cz/en/a-message-from-maya-mhealth-for-nepals-young-mothers-6874gp
[1] https://twitter.com/JoelAlexOlang1/status/1291250790229856256
[1] https://www.belfasttelegraph.co.uk/news/northern-ireland/covid-19-app-launch-in-northern-ireland-is-imminent-health-minister-39404298.html
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877060/
[1] https://twitter.com/MarieStopes/status/1289874840317333505

Top URLs in Tweet in G5:
[6] https://preprints.jmir.org/preprint/18288
[4] https://mhealth.jmir.org/2020/8/e17281/
[4] https://www.jmir.org/2020/8/e19216/
[3] https://mhealth.jmir.org/2020/7/e18495/
[2] https://mhealth.jmir.org/2020/7/e17134/
[2] https://mhealth.jmir.org/2020/7/e17914/
[1] https://mhealth.jmir.org/2020/7/e17534/
[1] https://mhealth.jmir.org/2020/7/e17430/
[1] https://www.jmir.org/2020/7/e14223/
[1] https://mhealth.jmir.org/2020/7/e19585/

Top URLs in Tweet in G6:
[3] https://mhealthintelligence.com/news/fore-grants-target-telehealth-mhealth-use-in-addiction-treatment
[3] https://mhealthintelligence.com/news/new-initiative-aims-to-apply-consumer-mhealth-to-pandemic-planning
[2] https://medium.com/datadriveninvestor/the-waterfall-project-management-methodology-4d45c2025010?source=twitterShare-c456119985e2-1595780123&_branch_match_id=link-815967856193274527
[2] https://medium.com/illumination/artificial-intelligence-ai-black-box-59cb682b610e?source=twitterShare-c456119985e2-1595780239&_branch_match_id=link-815968345107692738
[2] https://www.cigniti.com/blog/mhealth-app-testing-patient-experience/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.clinicalleader.com/doc/industry-execs-expect-continued-growth-in-mhealth-virtual-trials-0001
[2] https://www.intellias.com/mhealth-unlocking-the-potential-of-preventive-healthcare/
[2] https://www.apsense.com/article/how-covid19-reveal-the-need-for-better-telemedicine.html
[2] https://mhealthintelligence.com/news/ucla-apple-to-use-mhealth-telehealth-tools-to-tackle-depression
[2] https://mhealthintelligence.com/news/ucla-apple-to-use-mhealth-telehealth-tools-to-tackle-depression?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[3] https://mhealth-hub.org/download/d2-1-knowledge-tool-1-health-apps-assessment-frameworks-draft-report-v-0-2?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://mhealth-hub.org/download/d2-1-knowledge-tool-1-health-apps-assessment-frameworks-draft-report-v-0-2
[2] http://www.myhealthappsblog.com/pagc19/tourettes-and-coping-with-covid-19/
[2] http://myhealthapps.net/app/details/620/Happy-not-perfect
[2] http://myhealthapps.net/app/details/619/CoviDIAB
[1] https://twitter.com/iamSaira/status/1287714324803465216
[1] https://twitter.com/OrchaHealth/status/1288752458567753728
[1] https://register.gotowebinar.com/register/1598223023078509840
[1] https://twitter.com/HTDigitalhealth/status/1290920822228615168
[1] https://www.orcha.co.uk/news/study-ranks-what-nhs-professionals-require-to-adopt-digital-health-two-barriers-to-mhealth-prescription-revealed/

Top URLs in Tweet in G8:
[2] https://www.impetusdigital.com/2020/07/28/fireside-chat-with-christine-jacob/
[1] https://twitter.com/Stop_Smokin_now/status/1290998993686847493
[1] https://mhealth.jmir.org/2020/7/e18072/
[1] https://link.springer.com/epdf/10.1007/s11121-020-01148-w?sharing_token=93XxPeTFpkwVYDQMXNYxQfe4RwlQNchNByi7wbcMAY7nS3SD3Hnnur4vSNVAVapl94SuCXJQwm9vtDskc4Jk_tYb6CyyypPGM9UaiDMsyQvobMUlGmd0fhh01fMid1ldzCP79W9GzqN02QYnE_ob_cAwZY88Sp1yPtMS_vvYqEk%3D
[1] https://twitter.com/denhli/status/1291335565569392640
[1] https://twitter.com/Stop_Smokin_now/status/1290262550555136002
[1] https://twitter.com/CarmenMcLeanPhD/status/1287805400675360773
[1] https://www.ctsi.duke.edu/news/mobile-app-gateway-provides-critical-support-award-winning-app

Top URLs in Tweet in G9:
[1] https://akademy.kde.org/2020

Top URLs in Tweet in G10:
[14] http://mhealth.mobiuso.com
[4] https://mhealth.jmir.org/2020/7/e16899/
[1] https://digitalhealthtimes.com/2020/01/31/rise-of-the-data-driven-physician/
[1] https://bit.ly/30nxXRm
[1] https://livrepository.liverpool.ac.uk/2014371
[1] https://gadgetsmagazine.com.ph/lifestyle/wellness/pru-life-uk-holds-webinar-to-discuss-mhealth-in-the-country?utm_term=Autofeed&utm_campaign=NotEchobox&utm_medium=Social&utm_source=Twitter&Echobox=1595978037#test=1
[1] https://gadgetsmagazine.com.ph/lifestyle/wellness/pru-life-uk-holds-webinar-to-discuss-mhealth-in-the-country?utm_term=Autofeed&utm_campaign=NotEchobox&utm_medium=Social&utm_source=Twitter&Echobox=1595833455#test=1
[1] https://www.databridgemarketresearch.com/covid-19-resources/covid-19-impact-on-mhealth-in-the-healthcare-industry

Top Domains
Top Domains in Tweet in Entire Graph:
[506] lqventures.com
[217] mobihealthnews.com
[159] twitter.com
[147] httpslink.com
[144] socialpharma.net
[140] mhealthintelligence.com
[136] gadgetsandwearables.com
[109] theverge.com
[108] digitalhealth.net
[107] bloombergquint.com

Top Domains in Tweet in G1:
[16] forbes.com
[15] lqventures.com
[8] healthcareitnews.com
[7] hitconsultant.net
[6] siliconvalley.com
[6] thehindubusinessline.com
[5] twitter.com
[5] theverge.com
[5] nationalgeographic.com
[5] fastcompany.com

Top Domains in Tweet in G2:
[217] lqventures.com
[181] mobihealthnews.com
[147] httpslink.com
[84] gadgetsandwearables.com
[62] mhealthintelligence.com
[57] digitalhealth.net
[53] twitter.com
[51] bloombergquint.com
[49] medium.com
[45] theverge.com

Top Domains in Tweet in G3:
[274] lqventures.com
[104] socialpharma.net
[59] theverge.com
[54] twitter.com
[53] bloombergquint.com
[51] gadgetsandwearables.com
[47] digitalhealth.net
[42] siliconvalley.com
[40] mhealthwatch.com
[30] mobihealthnews.com

Top Domains in Tweet in G4:
[10] forbes.com
[4] mobihealthnews.com
[3] mdpi.com
[2] twitter.com
[2] nodexlgraphgallery.org
[2] ibm.com
[2] mckinsey.com
[2] medium.com
[2] healthcareitnews.com
[2] clovekvtisni.cz

Top Domains in Tweet in G5:
[55] jmir.org
[3] twitter.com
[1] clinicaltrials.gov
[1] nih.gov
[1] mhealthintelligence.com

Top Domains in Tweet in G6:
[22] mhealthintelligence.com
[12] jmir.org
[5] medium.com
[4] twitter.com
[3] scoop.it
[2] instagram.com
[2] cigniti.com
[2] clinicalleader.com
[2] google.com
[2] 3wnews.org

Top Domains in Tweet in G7:
[8] mhealth-hub.org
[8] myhealthapps.net
[5] twitter.com
[5] myhealthappsblog.com
[3] co.uk
[1] gotowebinar.com
[1] irishexaminer.com
[1] aboutdigitalhealth.com
[1] co.ke
[1] digitalhealth.net

Top Domains in Tweet in G8:
[4] twitter.com
[2] impetusdigital.com
[1] jmir.org
[1] springer.com
[1] duke.edu

Top Domains in Tweet in G9:
[1] kde.org

Top Domains in Tweet in G10:
[14] mobiuso.com
[4] jmir.org
[2] com.ph
[1] digitalhealthtimes.com
[1] bit.ly
[1] ac.uk
[1] databridgemarketresearch.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2559] mhealth
[1218] digitalhealth
[681] healthtech
[654] healthcare
[634] ai
[485] iot
[439] telehealth
[433] ehealth
[411] medtech
[402] telemedicine



Top Hashtags in Tweet in G1:
[299] ehealth
[264] mhealth
[262] fintech
[252] ai
[191] medtech
[156] marketing
[142] covid19
[140] iot
[121] healthtech
[86] environment

Top Hashtags in Tweet in G2:
[1386] mhealth
[605] digitalhealth
[347] healthcare
[268] telehealth
[240] telemedicine
[204] healthtech
[148] hcsm
[130] technology
[129] medtech
[106] ai

Top Hashtags in Tweet in G3:
[457] digitalhealth
[380] mhealth
[256] healthtech
[253] industry40
[248] iot
[246] ai
[227] socialmedia
[213] digitalmarketing
[173] healthcare
[129] telemedicine

Top Hashtags in Tweet in G4:
[111] mhealth
[80] healthtech
[78] healthit
[71] medtech
[36] healthcare
[33] covid19
[27] coronavirus
[20] digitalhealth
[18] artificialintelligence
[17] medicalimaging

Top Hashtags in Tweet in G5:
[34] mhealth
[21] mobile
[20] app
[16] health
[8] smartphone
[7] physicalactivity
[6] cancer
[6] telephone
[6] jmir
[6] preprint

Top Hashtags in Tweet in G6:
[18] mhealth
[11] digitalhealth
[8] ehealth
[8] covid19
[7] healthcare
[6] coronavirus
[5] healthit
[5] insights
[4] apps
[4] health

Top Hashtags in Tweet in G7:
[56] mhealth
[31] healthapps
[27] digitalhealth
[18] healthcare
[14] europeanmhealthhub
[10] mobilehealth
[9] telemedicine
[4] europeanhealthhub
[3] returntowork
[3] covid19

Top Hashtags in Tweet in G8:
[21] mhealth
[16] ehealth
[11] interventionmapping
[6] digitalhealth
[3] healthit
[3] medtech
[2] ai
[2] vr
[2] hiv
[1] research

Top Hashtags in Tweet in G9:
[58] mygnuhealth
[27] pinephone
[2] gnuhealth
[2] mhealth
[2] socialmedicine
[1] librehardware
[1] freedom
[1] akademy2020
[1] phr
[1] libresoftware

Top Hashtags in Tweet in G10:
[10] digitalhealth
[7] healthcare
[5] healthtech
[4] mhealth
[4] covid19
[2] ai
[1] technology
[1] telehealth
[1] health
[1] review

Top Words
Top Words in Tweet in Entire Graph:
[2546] #mhealth
[2283] gt
[1668] enricomolinari
[1208] #digitalhealth
[830] ty
[751] health
[679] #healthtech
[651] #healthcare
[597] #ai
[520] _timos_

Top Words in Tweet in G1:
[1481] enricomolinari
[743] ty
[289] #ehealth
[264] #mhealth
[262] #fintech
[216] #ai
[208] mashable
[191] #medtech
[156] #marketing
[142] #covid19

Top Words in Tweet in G2:
[1374] #mhealth
[966] gt
[596] #digitalhealth
[369] health
[344] #healthcare
[314] _timos_
[267] #telehealth
[238] #telemedicine
[224] app
[203] #healthtech

Top Words in Tweet in G3:
[1236] gt
[456] #digitalhealth
[380] #mhealth
[255] #healthtech
[253] #industry40
[246] #ai
[244] #iot
[227] #socialmedia
[213] #digitalmarketing
[181] _timos_

Top Words in Tweet in G4:
[111] #mhealth
[105] hubbucket
[80] #healthtech
[80] prosumersoft
[78] #healthit
[71] #medtech
[38] co
[36] #healthcare
[33] #covid19
[27] #coronavirus

Top Words in Tweet in G5:
[80] mhealth
[72] jmirpub
[61] jmir
[44] physical
[35] study
[35] activity
[34] #mhealth
[33] apps
[33] people
[28] health

Top Words in Tweet in G6:
[73] mhealth
[23] health
[18] #mhealth
[13] apps
[13] market
[12] telehealth
[12] app
[11] healthcare
[11] #digitalhealth
[11] ãƒ

Top Words in Tweet in G7:
[55] #mhealth
[53] health
[45] app
[31] #healthapps
[30] digital
[29] apps
[27] #digitalhealth
[23] assessment
[22] frameworks
[20] great

Top Words in Tweet in G8:
[22] training
[22] smartphone
[22] based
[22] time
[22] adaptive
[21] #mhealth
[21] fellowship
[21] opening
[21] lab
[21] focused

Top Words in Tweet in G9:
[58] #mygnuhealth
[56] gnuhealth
[31] privacy
[31] oriented
[31] personal
[31] health
[31] record
[31] desktop
[31] mobile
[31] devices

Top Words in Tweet in G10:
[18] mhealth
[14] latest
[14] edition
[14] daily
[14] thx
[10] #digitalhealth
[7] #healthcare
[5] #healthtech
[5] evaluation
[4] #mhealth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1500] gt,gt
[435] gt,#digitalhealth
[306] #telemedicine,#telehealth
[271] #mhealth,#digitalhealth
[262] #digitalhealth,#socialmedia
[248] #healthcare,#mhealth
[241] enricomolinari,#ehealth
[227] #socialmedia,#digitalmarketing
[224] covid,19
[223] ty,mashable

Top Word Pairs in Tweet in G1:
[216] enricomolinari,#ehealth
[197] ty,mashable
[195] mashable,enricomolinari
[154] #ehealth,#medtech
[120] ty,wef
[98] wef,enricomolinari
[95] gigadgets_,enricomolinari
[86] ty,seeker
[86] seeker,enricomolinari
[82] #ehealth,#mhealth

Top Word Pairs in Tweet in G2:
[632] gt,gt
[175] #telemedicine,#telehealth
[144] #digitalhealth,#mhealth
[134] #mhealth,#digitalhealth
[131] covid,19
[129] #mhealth,#hcsm
[117] #telehealth,#healthcare
[110] #healthcare,#mhealth
[106] #hcsm,#hcsmeu
[95] gt,#digitalhealth

Top Word Pairs in Tweet in G3:
[822] gt,gt
[330] gt,#digitalhealth
[227] #digitalhealth,#socialmedia
[213] #socialmedia,#digitalmarketing
[130] #healthcare,#mhealth
[123] #telemedicine,#telehealth
[112] #mhealth,#digitalhealth
[87] #digitalhealth,#behavioralhealth
[85] #behavioralhealth,#mentalhealth
[67] #mhealth,#ai

Top Word Pairs in Tweet in G4:
[67] #healthit,#healthtech
[60] #healthtech,#medtech
[60] #medtech,#mhealth
[40] hubbucket,prosumersoft
[21] #covid19,#coronavirus
[16] #mhealth,#medicalimaging
[14] develop,#healthit
[14] prosumersoft,hubmedx
[13] #mhealth,#digitalhealth
[13] #artificialintelligence,#ai

Top Word Pairs in Tweet in G5:
[49] jmir,mhealth
[34] physical,activity
[28] jmirpub,jmir
[16] smartphone,apps
[16] activity,people
[16] people,rheumatoid
[15] behavior,change
[15] important,study
[15] study,showing
[15] showing,difficulty

Top Word Pairs in Tweet in G6:
[7] mhealth,apps
[7] randomized,controlled
[7] controlled,trial
[6] mhealth,telehealth
[6] covid,19
[6] consumer,mhealth
[5] telehealth,mhealth
[5] addiction,treatment
[5] public,health
[5] mhealth,intervention

Top Word Pairs in Tweet in G7:
[23] health,apps
[22] assessment,frameworks
[21] apps,assessment
[17] health,app
[16] #healthcare,#healthapps
[15] report,health
[15] #mhealth,#healthcare
[14] digital,divide
[12] divide,reinforces
[12] reinforces,socioeconomic

Top Word Pairs in Tweet in G8:
[22] smartphone,based
[22] based,time
[22] time,adaptive
[21] fellowship,opening
[21] opening,lab
[21] lab,focused
[21] focused,training
[21] training,developing
[21] developing,automated
[21] automated,smartphone

Top Word Pairs in Tweet in G9:
[31] #mygnuhealth,privacy
[31] privacy,oriented
[31] oriented,personal
[31] personal,health
[31] health,record
[31] record,desktop
[31] desktop,mobile
[31] mobile,devices
[31] devices,fully
[31] fully,integrated

Top Word Pairs in Tweet in G10:
[14] latest,edition
[14] edition,mhealth
[14] mhealth,daily
[14] daily,thx
[4] evaluation,criteria
[4] criteria,weight
[4] weight,management
[4] management,apps
[4] apps,validation
[4] validation,using

Top Replied-To
Top Replied-To in Entire Graph:
@nimp90920623
@trudellephysio
@isansys
@openacademics
@hubbucketmobile
@acoroadmarching
@kulikovuniatf
@jmirpub
@gatesfoundation
@mariestopes

Top Replied-To in G1:
@bravuraco
@blueoceanrobot
@cambridge_uni

Top Replied-To in G2:
@isansys
@openacademics
@afr365
@gupta_abhilesh
@maxrvu
@doesthescience
@ginger_io
@ambirtechnology
@unblockhealth
@cotterrob

Top Replied-To in G3:
@aepitrop

Top Replied-To in G4:
@hubbucketmobile
@mariestopes
@gatesfoundation
@usaidkenya

Top Replied-To in G5:
@jmirpub
@thriveappsuk

Top Replied-To in G7:
@kulikovuniatf
@lloydgprice

Top Replied-To in G8:
@cpddorg
@dukemobileapps

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@_timos_
@mashable
@rttcraig
@mailmystatement
@wef
@hubbucket
@gigadgets_
@jmirpub
@prosumersoft

Top Mentioned in G1:
@enricomolinari
@mashable
@wef
@gigadgets_
@seeker
@techamazing
@techinsider
@uw
@evankirstel
@_timos_

Top Mentioned in G2:
@_timos_
@mailmystatement
@rttcraig
@thibaudguymard
@enricomolinari
@ariannacblue
@tejash_24
@_pmally
@mitchjean23
@securityhit

Top Mentioned in G3:
@_timos_
@mitchjean23
@realtimetouch
@rttcraig
@enricomolinari
@_pmally
@agdgroque
@garymonk
@nu
@evankirstel

Top Mentioned in G4:
@hubbucket
@prosumersoft
@hubbucketmobile
@hubiomt
@hubbucketedge
@rosenchild
@hubmedx
@hubdataops
@hubprojects
@hubaccess

Top Mentioned in G5:
@jmirpub
@agarwalem
@miteshspatel
@simon_rosenbaum
@buisl
@ljdamschroder
@pennnudgeunit
@mandy_sekhon
@lindsaybearne

Top Mentioned in G6:
@adamtabriz
@judsontelemed
@chemowave
@cmswebsitellc

Top Mentioned in G7:
@orchahealth
@eumhealthhub
@mikkelsenbente_
@lizashallpayne
@jmirpub
@bda_dietitians
@who
@itu
@my_health_apps
@eu_commission

Top Mentioned in G8:
@stop_smokin_now
@denhli
@jacobchristine
@abcttechsig
@aacr
@dukemobileapps
@jmirpub
@keepitup3_
@_karmacap
@keepi

Top Mentioned in G9:
@gnuhealth
@thepine
@thepine64
@kdecommunity

Top Mentioned in G10:
@mobiuso
@aquascat
@davidshepardson
@mobilityspain
@tjm585
@gadgetsmagazine
@nwankpacu
@desaigauri01
@digitalpharma2
@drramosquiroga

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@annemariayritys
@cybersec_feeds
@evankirstel
@iam__network
@lorimoreno
@john_siracusa
@femtech_
@rosenchild

Top Tweeters in G1:
@chidambara09
@annemariayritys
@evankirstel
@lorimoreno
@swissbusiness
@fintechna
@calcaware
@valaafshar
@marshacollier
@trippbraden

Top Tweeters in G2:
@cybersec_feeds
@femtech_
@economictimes
@caring_mobile
@autismbot2
@cnn
@cnet
@fastcompany
@parvez1
@forbes

Top Tweeters in G3:
@sectest9
@kyliejennerxnyc
@saferprint
@ketyperryxxx
@beyonceo_o
@blacchynaxxx
@shakiraxpique
@hlcoatesmusic
@soniakris13
@didierdelmer

Top Tweeters in G4:
@rosenchild
@hubbucket
@zdnet
@thecuriousluke
@hubofml
@ipfconline1
@salhaj
@machine_ml
@google
@dnaed_tech

Top Tweeters in G5:
@john_siracusa
@researchmrx
@mpetroules
@globalphobserv
@ghia1212
@equityhealthdev
@cofheq
@pd_mobileapps
@lisagualtieri
@veteranshealth

Top Tweeters in G6:
@iam__network
@abnewswire
@eprnetwork
@pressrelease_cc
@lsaldanamd
@yonet2005_work
@jfclaude
@einpresswirepr
@ukblackberry
@zorgbeheer

Top Tweeters in G7:
@irishexaminer
@themuslimhippie
@cornejovalle
@who
@dsmeu
@darthpelo
@eu_commission
@luciaruggiero
@carolynfahm
@lloydgprice

Top Tweeters in G8:
@astaines
@deptvetaffairs
@frankkumli
@aacr
@thenci
@publichealth
@nih_nhlbi
@nidanews
@jacobchristine
@behavioralmed

Top Tweeters in G9:
@cho2mlhc
@studioego
@mikedk
@scas
@karlggest
@cybe_rpunkfixer
@getgnu
@munron43
@aeperezt
@debiantr

Top Tweeters in G10:
@siliconrepublic
@davidshepardson
@mobilityspain
@s_akrati
@googlehowto
@silicongb
@streetwiseglobe
@biometricupdate
@continuumpharma
@beertjesadvies


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