mhealth, Twitter, 7/27/2020 3:55:24 PM, 231173


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mhealth_2020-07-26_19-01-57.xlsx
mhealth_2020-07-26_19-01-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2020
Short Description:
mhealth via NodeXL https://bit.ly/3g88FMS
@caring_mobile
@datadrivencare
@enricomolinari
@rttcraig
@unfpaghana
@jmirpub
@hubbucket
@calsoft_data
@mariestopes
@urbanartforhope

Top hashtags:
#mhealth
#digitalhealth
#healthcare
#healthtech
#telehealth
#wawaaba

Description:
Description
The graph represents a network of 1,719 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, 27 July 2020 at 02:09 UTC.

The requested start date was Monday, 27 July 2020 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 7-day, 17-hour, 16-minute period from Saturday, 18 July 2020 at 17:18 UTC to Sunday, 26 July 2020 at 10:34 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 : 1719
Unique Edges : 1812
Edges With Duplicates : 26233
Total Edges : 28045
Number of Edge Types : 5
Retweet : 3799
MentionsInRetweet : 20908
Tweet : 803
Mentions : 2365
Replies to : 170
Self-Loops : 871
Reciprocated Vertex Pair Ratio : 0.0576121598430988
Reciprocated Edge Ratio : 0.108947612424664
Connected Components : 149
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 1427
Maximum Edges in a Connected Component : 27589
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.619526
Graph Density : 0.00146076752260736
Modularity : 0.134711
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 1,719 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, 27 July 2020 at 02:09 UTC.

The requested start date was Monday, 27 July 2020 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 7-day, 17-hour, 16-minute period from Saturday, 18 July 2020 at 17:18 UTC to Sunday, 26 July 2020 at 10:34 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:
[195] http://www.lqventures.com
[60] http://www.socialpharma.net
[31] https://consalud.es/opinion/break-time_82924_102.html
[17] https://www.meetup.com/mHealth-Israel/events/272098016/
[15] http://mhealth.mobiuso.com
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230846
[14] https://mhealth.uni-bremen.de
[12] https://www.aeapsalud.es/talento-ephos/mobile-health-mhealth-factor-clave-nueva-normalidad-salud?utm_source=twitter
[12] https://marketing.monsenso.com/acton/sp/28259/sm-0079-1705/T/0
[11] https://www.techiexpert.com/what-are-some-of-the-new-innovations-in-telehealth/

Top URLs in Tweet in G1:
[31] https://consalud.es/opinion/break-time_82924_102.html
[29] http://www.lqventures.com
[14] https://mhealth.uni-bremen.de
[12] https://marketing.monsenso.com/acton/sp/28259/sm-0079-1705/T/0
[12] https://www.aeapsalud.es/talento-ephos/mobile-health-mhealth-factor-clave-nueva-normalidad-salud?utm_source=twitter
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230846
[10] https://research2guidance.com/bots-in-healthcare-interview-with-thomas-schulz/?utm_content=bufferfafbc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.globalcitizen.org/en/programs/waislitz-award/
[8] https://httpslink.com/aimedbilling
[8] https://www.statnews.com/2020/07/10/google-fitbit-health-data-advertising/

Top URLs in Tweet in G2:
[161] http://www.lqventures.com
[46] http://www.socialpharma.net
[5] https://hitconsultant.net/2016/03/02/health-informatics-transforming-health-care/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230846
[5] https://www.weforum.org/agenda/2020/07/great-reset-africas-e-health-systems/
[5] https://kaysharbor.com/blog/healthcare/best-telemedicine-apps-2018
[5] http://kaysharbor.com/blog/healthcare/ways-mhealth-interoperability-benefits-healthcare
[4] https://www.bloombergquint.com/business/half-of-virus-patients-in-hospitals-die-in-mexico-s-baja-state?utm_source=dlvr.it&utm_medium=twitter
[4] https://mhealthwatch.com/5-effective-yoga-poses-for-women-over-60/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.bloombergquint.com/business/novavax-s-3-500-surge-on-a-covid-19-vaccine-faces-first-test?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[9] https://www.techiexpert.com/what-are-some-of-the-new-innovations-in-telehealth/
[9] https://www.news-medical.net/news/20200724/Clinical-legal-and-ethical-aspects-of-using-AI-powered-chatbots-in-healthcare.aspx
[8] https://www.medicaldevice-network.com/comment/robotics-healthcare-trends/
[5] https://www.govtech.com/health/Federal-Grant-to-Expand-Telehealth-in-South-Carolina.html
[5] https://www.fijitimes.com/telehealth-technology/
[5] http://www.lqventures.com
[4] http://telehealthtelemedicines.com/what-is-telehealth-telemedicine-and-how-to-use-it-for-your-clinic/
[3] https://mhealthintelligence.com/news/congress-continues-to-press-for-post-covid-19-telehealth-coverage
[3] https://www.healthcareitnews.com/news/experts-predict-support-some-not-all-telehealth-expansion-measures
[3] https://www.benefitspro.com/2020/07/21/infographic-telehealth-growth-amid-the-covid-pandemic/?cmp=share_twitter

Top URLs in Tweet in G4:
[8] https://wawaaba.org/
[1] https://docs.google.com/forms/d/e/1FAIpQLSfTM1ajnjnqhAX7mjDE3yM7UjpfBl2cI2ckvulQjAg-nEj04A/viewform?usp=send_form
[1] https://twitter.com/ClaudiaDonkor/status/1285926381076062208
[1] https://twitter.com/unfpaghana/status/1285932242687201280
[1] https://twitter.com/unfpaghana/status/1285934539764895744
[1] https://twitter.com/unfpaghana/status/1285938562014355460
[1] https://twitter.com/unfpaghana/status/1285940460574453762
[1] https://twitter.com/UNFPAGHANA/status/1285921866536890368
[1] https://twitter.com/KobinaMarkin/status/1285942459122548737
[1] https://twitter.com/Naaj45483753/status/1285941546282614785

Top URLs in Tweet in G5:
[5] https://www.researchandmarkets.com/
[3] https://markethive.com/supriyakokate/blog/mobilehealthmhealthmarketlatestdevelopmentsinmanufacturingtechnologyandforecaststo2027
[3] https://mhealthintelligence.com/news/fore-grants-target-telehealth-mhealth-use-in-addiction-treatment?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.youtube.com/channel/UCtFZAKSINZwSX6PSB7tjmsA
[2] https://www.linstant-interview.com/754793/solution-de-sante-mobile-mhealthket-has-been-segmented-into-equipment-service-by-application-mobile-healthmhealth-solution-has-been-segmente-check-up/
[2] https://appitventures.com/blog/mhealth-apps/
[2] https://www.cigniti.com/blog/mobile-healthcare-usability-testing-ux/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://mhealthintelligence.com/news/expanding-the-mhealth-platform-to-address-more-than-just-healthcare
[2] https://mhealthintelligence.com/news/nc-health-systems-new-mhealth-platform-uses-drones-to-deliver-supplies?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.compassintelligence.com/store/p148/IoT_in_Healthcare_Market_by_Technology%2C_Infrastructure%2C_Devices%2C_Connectivity%2C_Organization_Type%2C_Solutions_and_Apps_2020_%E2%80%93_2025_.html

Top URLs in Tweet in G6:
[3] https://www.clovekvtisni.cz/en/a-message-from-maya-mhealth-for-nepals-young-mothers-6874gp
[1] https://mailchi.mp/92bc6de9677d/who-newsflash-on-ncds-spotlight-on-humanitarian-responses-disability-delivering-ncd-services-with-uhc-ecosoc-resolution-cities-and-much-more
[1] https://www.dailymail.co.uk/health/article-8542037/Is-time-BAN-electric-shock-therapy.html
[1] https://twitter.com/WeCareAboutMH/status/1284224078832902145
[1] https://www.madintheuk.com/2020/07/the-devils-pulpit/
[1] https://twitter.com/bindelj/status/1284610310884798465
[1] https://www.madinamerica.com/2020/07/latest-un-report-calls-paradigm-shift-mental-health-care-globally/
[1] https://twitter.com/KittyHollandIT/status/1285703823319760898
[1] https://twitter.com/GeorgeInstIN/status/1285149629722398720
[1] https://twitter.com/JHUmHealth/status/1285597221082333185

Top URLs in Tweet in G7:
[6] 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
[3] https://www.forbes.com/sites/forbestechcouncil/2020/06/05/a-new-era-of-remote-healthcare-technology/#4d52dc124518
[3] https://news.crunchbase.com/news/for-health-tech-startups-data-is-their-lifeline-now-more-than-ever/?utm_source=cb_daily&utm_medium=email&utm_campaign=20200622&utm_content=intro&utm_term=content&mkt_tok=eyJpIjoiWW1JMU4yUmxPV0V5TnpBeiIsInQiOiIxbzFTMGFJNUtnR1FjcTNMWkw2SFk1dzNyZndSNk9jUHQ0QVdhZlFnYlBxclM3SU5oR1U1UFwvMkhsbkN3cGgwcE00cDkrcUZES3g3am1IamRCakNJdGRQcFRyS3lQYjZYQkxGZUFXOVFZVFJGWk9Ib3NsRzNLSnRjbVltekVTcUIifQ%3D%3D
[3] https://fieldsquared.com/blog/5-ways-to-automate-mobile-healthcare-service-operations/?hss_channel=tw-1619396480
[1] https://www.healthcareitnews.com/news/leadership-leveraging-digital-solutions-manage-covid-19-crisis?utm_source=twitter&utm_medium=social&utm_campaign=sponsor&utm_content=salesforce
[1] https://www.himss.org/resources/four-health-information-security-questions-answered?utm_source=twitter&utm_medium=social&utm_campaign=cyber_community
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fenabling-various-types-of-healthcare-data-to-build-top-10-dl-applications-f5c6f45eddba
[1] https://www.forbes.com/sites/forbestechcouncil/2020/06/17/12-signs-your-new-tech-product-will-make-a-positive-impact/#530f379d4d9a
[1] https://searchenterpriseai.techtarget.com/feature/Deep-learnings-role-in-the-evolution-of-machine-learning
[1] https://www.forbes.com/sites/forbestechcouncil/2020/06/17/the-future-of-healthcare-iii-how-the-current-pandemic-could-ironically-advance-healthcare-as-an-industry/#7540634c1eb1

Top URLs in Tweet in G8:
[2] https://www.preventivemedicine.northwestern.edu/about/employment-opportunties.html
[1] https://acamh.onlinelibrary.wiley.com/doi/abs/10.1111/jcpp.13190?cookieSet=1
[1] https://www.sciencedirect.com/science/article/pii/S2352250X15002195
[1] https://twitter.com/BCloudUK/status/1279010254383206405
[1] https://www.delltechnologies.com/en-us/perspectives/this-diabetes-app-is-paving-the-way-for-scalable-healthcare-services/

Top URLs in Tweet in G9:
[9] http://www.socialpharma.net
[3] https://www.mobihealthnews.com/news/under-covid-19-pressure-healthcare-finally-embraces-new-digital-tools
[2] https://fortune.com/2020/07/19/coronavirus-detection-diagnosis-fitbit-wearables-covid-19/
[2] https://www.youtube.com/watch?v=4_6Xu62Uji4

[2] https://pharmaphorum.com/views-analysis-digital/3-ways-health-tech-is-rising-to-the-covid-challenge/
[2] https://www.fiercehealthcare.com/tech/how-walgreens-leveraged-its-microsoft-partnership-to-respond-to-covid-19
[2] https://hbr.org/2020/07/how-to-make-remote-monitoring-tech-part-of-everyday-health-care
[1] https://twitter.com/lifeinsider/status/1282963712211648513
[1] https://www.health.harvard.edu/staying-healthy/irregular-sleep-patterns-may-be-harmful-to-your-heart
[1] https://twitter.com/surfrider/status/1286389369243406337

Top URLs in Tweet in G10:
[10] http://mhealth.mobiuso.com

Top Domains
Top Domains in Tweet in Entire Graph:
[195] lqventures.com
[128] mobihealthnews.com
[105] twitter.com
[104] httpslink.com
[97] gadgetsandwearables.com
[85] mhealthintelligence.com
[60] socialpharma.net
[59] bloombergquint.com
[55] jmir.org
[53] blogspot.com

Top Domains in Tweet in G1:
[102] httpslink.com
[55] mobihealthnews.com
[53] gadgetsandwearables.com
[41] jmir.org
[38] mhealthintelligence.com
[38] blogspot.com
[36] consalud.es
[34] twitter.com
[29] lqventures.com
[23] medium.com

Top Domains in Tweet in G2:
[161] lqventures.com
[46] socialpharma.net
[43] bloombergquint.com
[39] gadgetsandwearables.com
[31] theverge.com
[29] digitalhealth.net
[24] mobihealthnews.com
[20] kaysharbor.com
[17] hitconsultant.net
[11] siliconvalley.com

Top Domains in Tweet in G3:
[26] twitter.com
[16] telehealthtelemedicines.com
[15] mhealthintelligence.com
[10] news-medical.net
[10] mobihealthnews.com
[9] medicaldevice-network.com
[9] techiexpert.com
[8] techcrunch.com
[7] govtech.com
[7] hitconsultant.net

Top Domains in Tweet in G4:
[16] twitter.com
[8] wawaaba.org
[1] google.com
[1] youtube.com

Top Domains in Tweet in G5:
[12] mhealthintelligence.com
[5] linkedin.com
[5] researchandmarkets.com
[5] twitter.com
[4] mhealth.org
[4] feedburner.com
[3] markethive.com
[2] jmir.org
[2] youtube.com
[2] linstant-interview.com

Top Domains in Tweet in G6:
[5] twitter.com
[3] clovekvtisni.cz
[2] who.int
[1] mailchi.mp
[1] co.uk
[1] madintheuk.com
[1] madinamerica.com
[1] org.in

Top Domains in Tweet in G7:
[12] forbes.com
[3] crunchbase.com
[3] fieldsquared.com
[1] healthcareitnews.com
[1] himss.org
[1] medium.com
[1] techtarget.com

Top Domains in Tweet in G8:
[2] northwestern.edu
[1] wiley.com
[1] sciencedirect.com
[1] twitter.com
[1] delltechnologies.com

Top Domains in Tweet in G9:
[9] socialpharma.net
[4] youtube.com
[4] gadgetsandwearables.com
[3] theverge.com
[3] mobihealthnews.com
[2] twitter.com
[2] fortune.com
[2] pharmaphorum.com
[2] fiercehealthcare.com
[2] hbr.org

Top Domains in Tweet in G10:
[10] mobiuso.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2070] mhealth
[682] digitalhealth
[442] healthcare
[402] healthtech
[343] telehealth
[343] wawaaba
[334] forthegoodofghana
[297] telemedicine
[258] ai
[200] medtech



Top Hashtags in Tweet in G1:
[887] mhealth
[245] digitalhealth
[148] healthcare
[130] telehealth
[113] telemedicine
[87] ehealth
[75] healthtech
[71] medtech
[63] patientpayments
[58] covid19

Top Hashtags in Tweet in G2:
[262] mhealth
[229] healthtech
[212] digitalhealth
[208] ai
[152] iot
[109] healthcare
[106] industry40
[92] socialmedia
[87] digitalmarketing
[73] medtech

Top Hashtags in Tweet in G3:
[189] mhealth
[164] telehealth
[162] digitalhealth
[151] telemedicine
[142] healthcare
[82] mentalhealth
[77] behavioralhealth
[77] virtualhealth
[56] technology
[33] healthtech

Top Hashtags in Tweet in G4:
[470] mhealth
[318] forthegoodofghana
[314] wawaaba
[81] wawaba
[43] srh
[32] covid19
[14] srhr
[8] unfpainnovation
[3] ymk
[1] gracehealth

Top Hashtags in Tweet in G5:
[28] mhealth
[8] digitalhealth
[7] healthcare
[6] mobilehealth
[3] medical
[3] layconicons
[3] bbnaijalockdown2020
[3] themensclubseason3
[3] 10yearsonedirection
[3] ptsd

Top Hashtags in Tweet in G6:
[23] mhealth
[14] electricshocktherapy
[8] digitalhealth
[8] covid19
[7] nepal
[2] humanrights
[2] livedexperience
[2] socialchange
[2] pregnancy
[1] eliminatecervicalcancer

Top Hashtags in Tweet in G7:
[50] healthit
[48] healthtech
[47] medtech
[42] mhealth
[14] medicalimaging
[13] deeplearning
[12] technology
[11] machinelearning
[11] healthcare
[9] ai

Top Hashtags in Tweet in G8:
[11] mhealth
[7] savinglives
[5] most
[3] digitalhealth
[3] covid19
[2] tech
[1] mobile
[1] mentalhealth
[1] australia
[1] victoria

Top Hashtags in Tweet in G9:
[27] mhealth
[16] digitalhealth
[15] wearables
[11] healthcare
[9] covid
[8] telehealth
[6] redefiningmobility
[6] covid19
[6] health
[6] healthtech

Top Hashtags in Tweet in G10:
[8] digitalhealth
[3] mhealth
[3] healthtech
[3] healthcare
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[2070] #mhealth
[1970] unfpaghana
[1649] unfpa
[1644] unfpainnovation
[1643] charlesabani
[1643] hffg2001
[1643] ppagghana
[1643] cmghana
[1642] niyioju
[1471] yamghana

Top Words in Tweet in G1:
[887] #mhealth
[252] health
[245] #digitalhealth
[160] gt
[148] #healthcare
[130] #telehealth
[127] healthcare
[127] mailmystatement
[125] more
[113] #telemedicine

Top Words in Tweet in G2:
[699] gt
[262] #mhealth
[229] #healthtech
[212] #digitalhealth
[208] #ai
[152] #iot
[141] enricomolinari
[130] _timos_
[109] #healthcare
[106] #industry40

Top Words in Tweet in G3:
[189] #mhealth
[164] #telehealth
[162] #digitalhealth
[151] #telemedicine
[142] #healthcare
[84] rttcraig
[82] #mentalhealth
[82] telehealth
[77] #behavioralhealth
[77] #virtualhealth

Top Words in Tweet in G4:
[1945] unfpaghana
[1629] unfpa
[1624] unfpainnovation
[1623] charlesabani
[1623] hffg2001
[1623] cmghana
[1623] ppagghana
[1622] niyioju
[1451] yamghana
[892] mariestopes_gh

Top Words in Tweet in G5:
[64] mhealth
[28] #mhealth
[21] health
[15] market
[13] healthcare
[12] mobile
[11] 2020
[10] more
[9] technology
[9] patient

Top Words in Tweet in G6:
[23] #mhealth
[22] health
[17] monyamyms
[14] time
[14] ban
[14] #electricshocktherapy
[14] long
[14] used
[14] treat
[14] depression

Top Words in Tweet in G7:
[62] hubbucket
[50] #healthit
[48] #healthtech
[47] #medtech
[43] prosumersoft
[42] #mhealth
[24] co
[14] #medicalimaging
[12] #technology
[11] #machinelearning

Top Words in Tweet in G8:
[13] mhealth
[11] #mhealth
[8] health
[8] interventions
[7] know
[7] muzima
[7] supports
[7] six
[7] languages
[7] #savinglives

Top Words in Tweet in G9:
[30] gt
[27] #mhealth
[16] #digitalhealth
[15] #wearables
[11] #healthcare
[10] _timos_
[9] #covid
[8] #telehealth
[6] #redefiningmobility
[6] #covid19

Top Words in Tweet in G10:
[10] latest
[10] edition
[10] mhealth
[10] daily
[10] thx
[8] #digitalhealth
[3] #mhealth
[3] #healthtech
[3] #healthcare
[2] caremarkgalway

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1643] unfpaghana,unfpa
[1643] unfpa,unfpainnovation
[1642] charlesabani,niyioju
[1269] niyioju,hffg2001
[1126] cmghana,yamghana
[1097] hffg2001,ppagghana
[1096] unfpainnovation,charlesabani
[822] ppagghana,mariestopes_gh
[822] mariestopes_gh,cmghana
[595] gt,gt

Top Word Pairs in Tweet in G1:
[96] gt,gt
[79] #digitalhealth,#mhealth
[68] covid,19
[63] #telemedicine,#telehealth
[61] #mhealth,#digitalhealth
[50] read,more
[48] more,co
[38] #medtech,#smarthealth
[37] #telehealth,#healthcare
[37] #healthcare,#mhealth

Top Word Pairs in Tweet in G2:
[466] gt,gt
[134] gt,#digitalhealth
[92] #digitalhealth,#socialmedia
[87] #socialmedia,#digitalmarketing
[65] #mhealth,#ai
[59] #ai,#iot
[54] enricomolinari,#ehealth
[44] #digitalhealth,#mhealth
[43] #medtech,#mhealth
[40] #healthtech,#medtech

Top Word Pairs in Tweet in G3:
[138] #telemedicine,#telehealth
[104] #mhealth,#digitalhealth
[102] #telehealth,#healthcare
[97] #healthcare,#mhealth
[76] #digitalhealth,#behavioralhealth
[75] #behavioralhealth,#mentalhealth
[59] #mentalhealth,#virtualhealth
[34] #digitalhealth,#mhealth
[29] #mhealth,#healthtech
[28] #virtualhealth,#connectedhealth

Top Word Pairs in Tweet in G4:
[1623] unfpaghana,unfpa
[1623] unfpa,unfpainnovation
[1622] charlesabani,niyioju
[1253] niyioju,hffg2001
[1111] cmghana,yamghana
[1086] hffg2001,ppagghana
[1085] unfpainnovation,charlesabani
[812] ppagghana,mariestopes_gh
[812] mariestopes_gh,cmghana
[538] unfpainnovation,uninghana

Top Word Pairs in Tweet in G5:
[9] mhealth,market
[6] #mobilehealth,mhealth
[5] 2020,2025
[5] telehealth,mhealth
[5] remote,healthcare
[5] mobile,health
[5] health,mhealth
[5] pru,life
[5] life,uk
[4] global,remote

Top Word Pairs in Tweet in G6:
[14] time,ban
[14] ban,#electricshocktherapy
[14] #electricshocktherapy,long
[14] long,used
[14] used,treat
[14] treat,depression
[14] depression,study
[14] study,suggests
[14] suggests,controversial
[13] monyamyms,time

Top Word Pairs in Tweet in G7:
[47] #healthit,#healthtech
[47] #healthtech,#medtech
[38] #medtech,#mhealth
[31] hubbucket,prosumersoft
[14] #mhealth,#medicalimaging
[10] hubprojects,hubaccess
[8] #covid19,#coronavirus
[8] #mhealth,co
[8] prosumersoft,hubprojects
[8] #artificialintelligence,#ai

Top Word Pairs in Tweet in G8:
[7] know,muzima
[7] muzima,supports
[7] supports,six
[7] six,languages
[7] languages,#mhealth
[7] #mhealth,#savinglives
[6] muzimamobile,know
[6] mental,health
[5] systematic,review
[5] review,summarizes

Top Word Pairs in Tweet in G9:
[20] gt,gt
[11] #digitalhealth,#mhealth
[5] #mhealth,#telehealth
[5] #covid,19
[4] #wearables,#mhealth
[4] #telehealth,#healthtech
[4] #healthtech,#healthcare
[4] #healthcare,#mobile
[4] #mobile,#venturecapital
[4] #venturecapital,#startups

Top Word Pairs in Tweet in G10:
[10] latest,edition
[10] edition,mhealth
[10] mhealth,daily
[10] daily,thx
[2] #digitalhealth,#mhealth
[2] #digitalhealth,#healthtech
[2] thx,caremarkgalway
[2] caremarkgalway,karnatakarising
[2] karnatakarising,heranshah

Top Replied-To
Top Replied-To in Entire Graph:
@unfpaghana
@hegde_aparna
@lumindx
@marcsluijs
@hcibremen
@newscientist
@mindstrong
@p4_project
@wireduk
@takeda

Top Replied-To in G1:
@hegde_aparna
@lumindx
@sony
@hcibremen
@newscientist
@mindstrong
@p4_project
@wireduk
@takeda
@undp_pakistan

Top Replied-To in G4:
@unfpaghana

Top Replied-To in G5:
@maxrvu

Top Replied-To in G6:
@bhbm_mhealth

Top Replied-To in G8:
@jmziermann
@openacademics
@evgeniya_np

Top Replied-To in G9:
@marcsluijs
@junkmanbarry

Top Mentioned
Top Mentioned in Entire Graph:
@unfpaghana
@unfpa
@unfpainnovation
@charlesabani
@hffg2001
@ppagghana
@cmghana
@niyioju
@yamghana
@mariestopes_gh

Top Mentioned in G1:
@mailmystatement
@rttcraig
@_timos_
@thibaudguymard
@ariannacblue
@jmirpub
@consalud_es
@_pmally
@garymonk
@dralfonsovidal

Top Mentioned in G2:
@_timos_
@enricomolinari
@digitaltrends
@mikequindazzi
@calsoft_data
@wef
@digitalmeddoc
@ev
@sujatvis
@evankirstel

Top Mentioned in G3:
@rttcraig
@mitchjean23
@realtimetouch
@techiexpert
@realti
@mashable
@forbes
@maticvl
@tejash_24
@journal_mhealth

Top Mentioned in G4:
@unfpaghana
@unfpa
@unfpainnovation
@charlesabani
@hffg2001
@cmghana
@ppagghana
@niyioju
@yamghana
@mariestopes_gh

Top Mentioned in G5:
@panacea_digital
@judsontelemed
@compassintel
@hajia_ba1
@osk_osktec
@lilsister7
@prof_affidavit
@appit_ventures
@zenforcevets

Top Mentioned in G6:
@monyamyms
@gatesfoundation
@georgeinstin
@who
@people_in_need
@oommen_john
@jhumhealth
@bmarianojr
@debrajackson58
@mikkelsenbente_

Top Mentioned in G7:
@hubbucket
@prosumersoft
@hubprojects
@hubaccess
@rosenchild
@hubdevops
@hubdataops
@hubiomt
@hubbucketedge
@hubbucketmobile

Top Mentioned in G8:
@muzimamobile
@sbmdigitalhlth
@obbi_sig
@academicchatter
@nuprevmed
@marquez_ralph
@jmziermann
@nufeinbergmed
@changinghealth
@miketrenell

Top Mentioned in G9:
@_timos_
@advanceventures
@cdcgov
@cdcobesity
@pumpthejuice
@wearabletech
@clin_info_news
@approov_io
@msharmas
@hcitexpert

Top Mentioned in G10:
@caremarkgalway
@karnatakarising
@heranshah
@ez_clinic
@dogpatch03
@simprints
@brauncatrin
@insider_intel
@zwave_alliance
@tonypeacock28

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robinsnewswire
@chidambara09
@cybersec_feeds
@evankirstel
@dancas2
@caval100
@rosenchild
@femtech_
@gmanews

Top Tweeters in G1:
@caval100
@femtech_
@caring_mobile
@nba
@chichodisanto
@consalud_es
@nfl
@laporres
@fmfrancoise
@scalarhumanity

Top Tweeters in G2:
@sectest9
@chidambara09
@evankirstel
@calcaware
@nicochan33
@akwyz
@shicooks
@ssxman2
@gvalan
@cybersecurityn8

Top Tweeters in G3:
@dancas2
@gmanews
@andrewmorrisuk
@didierdelmer
@mashable
@forbes
@grhluna24
@cscarrigan
@doinabadescu
@iam_abdulaxis

Top Tweeters in G4:
@nectalab
@salhaj
@londonna99
@young
@un
@nameless773
@unfpa
@agnesntow
@kayodeteslim
@yo

Top Tweeters in G5:
@robinsnewswire
@financialbuzz
@eprnetwork
@newsfrombw
@pressrelease_cc
@troderic
@zorgbeheer
@darshantalks
@travismike_305
@judsontelemed

Top Tweeters in G6:
@youngchris27040
@harassnomore
@charismaalasta1
@thisweekinnepal
@annmarcos1
@who
@healthpolicybot
@dralecgrant
@institutehpe
@jhpiego

Top Tweeters in G7:
@rosenchild
@hubbucket
@dataaugmented
@dnaed_tech
@urbansqr
@himss
@senatedems
@ieeeorg
@housedemocrats
@prosumersoft

Top Tweeters in G8:
@academicchatter
@dell
@bclouduk
@jnakibuuka
@openacademics
@nufeinbergmed
@truthinitiative
@sbmdigitalhlth
@robsonlaidler
@apfam

Top Tweeters in G9:
@cnbc
@google
@hcitexpert
@s_akrati
@cdcgov
@msharmas
@uthealth_sbmi
@codeisgo_com
@ucsf
@leptin_cure

Top Tweeters in G10:
@syawal
@lenovo_in
@indianweb2
@dogpatch03
@alzheimereurope
@myaid4you
@fayekohn
@bwdisrupt
@insider_intel
@tonypeacock28


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