mhealth, Twitter, 12/24/2019 9:15:29 PM, 219533


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mhealth_2019-12-24_12-44-02.xlsx
mhealth_2019-12-24_12-44-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2019
Short Description:
mhealth via NodeXL http://bit.ly/366rxqc
@caring_mobile
@datadrivencare
@enricomolinari
@jmirpub
@evacaletkova
@evankirstel
@hubbucket
@_timos_
@_sanjaydas
@2ndinfra

Top hashtags:
#mhealth
#digitalhealth
#health
#healthtech
#healthcare
#ai
#hcsm
#nutrition
#life

Description:
Description
The graph represents a network of 1,918 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 Tuesday, 24 December 2019 at 20:44 UTC.

The requested start date was Tuesday, 24 December 2019 at 01:01 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 10-day, 0-hour, 54-minute period from Friday, 13 December 2019 at 23:54 UTC to Tuesday, 24 December 2019 at 00:49 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 : 1918
Unique Edges : 3023
Edges With Duplicates : 3829
Total Edges : 6852
Number of Edge Types : 4
MentionsInRetweet : 4101
Mentions : 1359
Tweet : 1325
Replies to : 67
Self-Loops : 1325
Reciprocated Vertex Pair Ratio : 0.0401717264642748
Reciprocated Edge Ratio : 0.0772405660377359
Connected Components : 170
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 1533
Maximum Edges in a Connected Component : 6223
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.750888
Graph Density : 0.000922539834845787
Modularity : 0.40746
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,918 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 Tuesday, 24 December 2019 at 20:44 UTC.

The requested start date was Tuesday, 24 December 2019 at 01:01 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 10-day, 0-hour, 54-minute period from Friday, 13 December 2019 at 23:54 UTC to Tuesday, 24 December 2019 at 00:49 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:
[381] http://www.lqventures.com/
[106] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/
[90] http://www.socialpharma.net/
[45] https://twinybots.ch/
[35] http://doc2dubai.com
[33] http://www.braddye.com/newsletters/2019/newsletter_december_13_2019.html
[33] https://www.vice.com/en_us/article/xyw9zq/why-are-pagers-still-a-thing
[30] https://techcrunch.com/2019/12/19/1926012/
[25] https://mhealthintelligence.com/news/mhealth-tools-improve-discharge-planning-for-patients-and-providers
[23] https://www.crowdfunder.co.uk/mental-health-support-app

Top URLs in Tweet in G1:
[79] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/
[20] https://techcrunch.com/2019/12/19/1926012/
[20] https://www.youtube.com/watch?v=JnQcYYWnUGs&feature=youtu.be

[18] https://www.cio.com/article/3509462/healthcare-s-digital-transformation-5-predictions-for-2020.html
[16] https://www.forbes.com/sites/nicolemartin1/2019/08/30/how-healthcare-is-using-big-data-and-ai-to-cure-disease/
[16] https://phys.org/news/2019-12-polymer-drug-resistant-bacteria.html
[14] https://venturebeat.com/2019/11/20/foodvisor-raises-4-5-million-for-its-ai-driven-app-that-helps-track-what-you-eat/
[11] https://hitconsultant.net/2019/12/13/xealth-finalist-accentures-healthtech-innovation-challenge/
[9] https://www.mobihealthnews.com/news/babylon-health-launch-its-triage-chatbot-service-us-next-month
[9] https://www.wsj.com/articles/the-affordable-care-acts-legacy-nearly-10-years-later-11576630806

Top URLs in Tweet in G2:
[44] http://www.lqventures.com/
[13] http://www.socialpharma.net/
[11] https://mhealthintelligence.com/news/payers-are-using-mhealth-telehealth-to-promote-better-health-outcomes
[10] https://twinybots.ch/
[8] http://doc2dubai.com
[7] https://www.nytimes.com/2019/03/02/opinion/sunday/diet-artificial-intelligence-diabetes.html
[6] https://mhealthintelligence.com/news/mhealth-tools-improve-discharge-planning-for-patients-and-providers
[6] https://mhealthintelligence.com/news/remote-patient-monitoring-reimbursement-topped-headlines-in-2019
[6] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/
[5] https://kaysharbor.com/blog/healthcare/best-telemedicine-apps-2018

Top URLs in Tweet in G3:
[329] http://www.lqventures.com/
[73] http://www.socialpharma.net/
[35] https://twinybots.ch/
[27] http://doc2dubai.com
[18] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/
[13] https://kaysharbor.com/blog/healthcare/best-telemedicine-apps-2018
[12] https://mhealthintelligence.com/news/mhealth-tools-improve-discharge-planning-for-patients-and-providers
[11] https://kaysharbor.com/blog/healthcare/how-to-build-medical-app
[10] https://mhealthintelligence.com/news/payers-are-using-mhealth-telehealth-to-promote-better-health-outcomes
[10] https://gadgetsandwearables.com/2019/12/21/kamibaby/

Top URLs in Tweet in G4:
[4] https://mhealthintelligence.com/news/mhealth-tools-improve-discharge-planning-for-patients-and-providers
[3] https://www.ama-assn.org/practice-management/digital/what-do-mhealth-apps-share-about-users-guidelines-demand-clarity
[3] https://mhealthintelligence.com/news/nasa-looks-to-an-mhealth-wearable-to-help-astronauts-sleep-better
[2] https://www.cigniti.com/blog/mhealth-app-testing-patient-experience/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://health.flyingeze.com/what-are-the-pros-and-cons-of-mhealth/
[2] https://yourstory.com/mystory/develop-an-mvp-for-mhealth-app
[2] https://mhealthintelligence.com/news/payers-are-using-mhealth-telehealth-to-promote-better-health-outcomes?utm_source=dlvr.it&utm_medium=twitter
[2] https://mhealthintelligence.com/news/researchers-create-mhealth-platform-to-monitor-swallowing-disorders?utm_source=dlvr.it&utm_medium=twitter
[2] https://tbirehabilitation.wordpress.com/2019/12/22/abstract-an-investigation-into-the-validity-and-reliability-of-mhealth-devices-for-counting-steps-in-chronic-stroke-survivors/
[1] http://redtrescero.es/es/actualidad/una-aplicacion-de-movil-puede-ayudar-a-mejorar-la-adherencia-al-tratamiento-tras-un-infarto-de-miocardio

Top URLs in Tweet in G5:
[4] https://www.ama-assn.org/practice-management/digital/what-do-mhealth-apps-share-about-users-guidelines-demand-clarity
[2] https://engage.bah.com/Article/Redirect/102fc95c-7ce9-41de-85bf-5a8226ddf748?uc=39313&g=b1474044-c675-4390-9500-9d07fb93ae88&f=109982
[1] https://twitter.com/NicolasGombault/status/1205836134892408833
[1] https://nam.edu/publications/the-future-of-nursing-2020-2030/
[1] https://aboutdigitalhealth.com/2019/08/22/youth-health-tech/
[1] https://mhealthintelligence.com/news/researchers-create-mhealth-platform-to-monitor-swallowing-disorders
[1] https://mhealthintelligence.com/news/mhealth-tools-improve-discharge-planning-for-patients-and-providers
[1] https://www.eurekalert.org/pub_releases/2019-12/uoc-pgu122019.php
[1] https://www.mag.mobile.duke.edu/events/2020/1/30/mobile-health-for-patient-engagement-featuring-guest-presenter-dr-ziad-gellad
[1] https://twitter.com/DrBeccaK/status/1100050621783265280

Top URLs in Tweet in G6:
[4] https://mhealthintelligence.com/news/researchers-create-mhealth-platform-to-monitor-swallowing-disorders
[3] https://www.linkedin.com/pulse/top-5-national-examples-digital-health-bertalan-mesk%C3%B3-md-phd/?trk=eml-email_series_follow_newsletter_01-hero-1-title_link&midToken=AQEKp9hta0IeSw&fromEmail=fromEmail&ut=10gdojTAMyTp01
[2] https://health.economictimes.indiatimes.com/news/industry/the-future-of-healthcare-communications-belongs-to-digital-technology-and-ai-mr-vimal-narayanan/66847342
[2] https://www.sdglobaltech.com/
[2] https://healthitanalytics.com/news/arguing-the-pros-and-cons-of-artificial-intelligence-in-healthcare
[2] https://www.healthcareitnews.com/news/cios-guide-dashboard-ai
[2] https://news.careinnovations.com/blog/what-is-mhealth-how-is-it-different-from-telehealth
[2] https://www.forbes.com/sites/jenniferhicks/2019/12/19/these-ai-powered-digital-health-devices-debut-at-ces-2020/#5bf70ee3124c
[1] https://econsultancy.com/internet-of-things-healthcare/
[1] https://www.sdglobaltech.com/blog/the-connection-between-digital-health-and-patient-satisfaction

Top URLs in Tweet in G7:
[9] https://azure.microsoft.com/en-us/blog/azure-sphere-guardian-module-simplifies-secures-brownfield-iot/
[9] https://apps.apple.com/us/app/apothera/id526613282
[8] https://www.technative.io/planning-for-an-intelligent-future/
[7] https://www.iotforall.com/internet-of-medical-things-iomt/
[7] https://www.cybermdx.com/blog/the-internet-of-medical-things-iomt-punctuates-a-century-of-progress?utm_campaign=September-October%202019%3A%20best%20of%20social&utm_content=105298716&utm_medium=social&utm_source=twitter&hss_channel=tw-1050295797747716096
[7] https://www.1call.com/news/internet-medical-things-iomt-part-2
[4] https://www.hipaajournal.com/adoption-of-standards-improves-cybersecurity-of-internet-of-medical-things-iomt-devices/
[4] https://careers.microsoft.com/us/en/search-results?keywords=healthcare
[3] https://www.medgadget.com/2019/12/tap-at-home-blood-collection-system-now-fda-cleared.html
[3] https://www.datasciencecentral.com/profiles/blogs/applying-agile-it-methodology-to-data-science-projects

Top URLs in Tweet in G8:
[1] https://www.bbc.co.uk/news/health-45470517
[1] https://twitter.com/wattsnextmike/status/1205334423035633667
[1] https://twitter.com/BpdBryan/status/1207662734587940866
[1] https://www.nhs.uk/conditions/post-traumatic-stress-disorder-ptsd/

Top URLs in Tweet in G9:
[5] https://www.eventbrite.com/e/are-you-an-innovator-working-in-mhealth-tickets-86328493849?utm_source=eb_email&utm_medium=email&utm_campaign=new_event_email&utm_term=viewmyevent_button
[4] https://www.lexology.com/library/detail.aspx?g=3f0c2427-242b-4299-81d9-bff80740161c
[3] https://www.orcha.co.uk/news/accessible-apps-which-languages-are-most-supported/
[3] https://twitter.com/OrchaHealth/status/1207314840328527878
[2] https://twitter.com/OrchaHealth/status/1206891933207007237
[1] https://www.omnia-health.com/exhibitor/orcha
[1] https://mhealthintelligence.com/news/telehealth-mhealth-give-als-patients-a-new-way-to-receive-care
[1] https://www.healthtechdigital.com/penetration-of-digital-health-to-transform-healthcare-sector/
[1] https://www.managedhealthcareexecutive.com/news/how-engage-seniors-digital-health
[1] https://appfinder.orcha.co.uk/search/?Keyword=happyplace&Page=1&MinScore=&Days=&PageSize=12&SortBy=score_Desc

Top URLs in Tweet in G10:
[11] http://mhealth.mobiuso.com
[1] https://mindsea.com/hipaa-compliant/

Top Domains
Top Domains in Tweet in Entire Graph:
[512] reddit.com
[382] lqventures.com
[200] gadgetsandwearables.com
[178] mhealthintelligence.com
[153] forbes.com
[107] mobihealthnews.com
[90] socialpharma.net
[81] httpslink.com
[66] siliconvalley.com
[66] digitalhealth.net

Top Domains in Tweet in G1:
[101] forbes.com
[26] youtube.com
[21] phys.org
[20] techcrunch.com
[18] gadgetsandwearables.com
[18] cio.com
[14] venturebeat.com
[14] mobihealthnews.com
[11] hitconsultant.net
[9] wsj.com

Top Domains in Tweet in G2:
[98] reddit.com
[48] mhealthintelligence.com
[44] lqventures.com
[37] gadgetsandwearables.com
[25] mobihealthnews.com
[20] jmir.org
[18] httpslink.com
[16] kaysharbor.com
[13] socialpharma.net
[12] twitter.com

Top Domains in Tweet in G3:
[413] reddit.com
[330] lqventures.com
[144] gadgetsandwearables.com
[85] mhealthintelligence.com
[73] socialpharma.net
[67] mobihealthnews.com
[62] httpslink.com
[58] digitalhealth.net
[54] siliconvalley.com
[47] kaysharbor.com

Top Domains in Tweet in G4:
[23] mhealthintelligence.com
[5] twitter.com
[4] jmir.org
[4] linkedin.com
[4] drafib.com
[3] sagepub.com
[3] upflow.co
[3] ama-assn.org
[3] nih.gov
[3] co.ke

Top Domains in Tweet in G5:
[11] twitter.com
[4] ama-assn.org
[2] mhealthintelligence.com
[2] bah.com
[1] nam.edu
[1] aboutdigitalhealth.com
[1] eurekalert.org
[1] duke.edu
[1] ac.uk
[1] psyberguide.org

Top Domains in Tweet in G6:
[12] sdglobaltech.com
[10] healthcareitnews.com
[5] mhealthintelligence.com
[4] healthitanalytics.com
[4] forbes.com
[3] visualcapitalist.com
[3] linkedin.com
[3] jmir.org
[2] indiatimes.com
[2] healthtechmagazine.net

Top Domains in Tweet in G7:
[13] microsoft.com
[9] apple.com
[8] technative.io
[7] iotforall.com
[7] cybermdx.com
[7] 1call.com
[4] hipaajournal.com
[3] medgadget.com
[3] healthcareitnews.com
[3] co.uk

Top Domains in Tweet in G8:
[2] twitter.com
[1] co.uk
[1] nhs.uk

Top Domains in Tweet in G9:
[10] co.uk
[5] eventbrite.com
[5] twitter.com
[4] lexology.com
[1] omnia-health.com
[1] mhealthintelligence.com
[1] healthtechdigital.com
[1] managedhealthcareexecutive.com
[1] uukha.org
[1] echalliance.com

Top Domains in Tweet in G10:
[11] mobiuso.com
[1] mindsea.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2337] mhealth
[1540] digitalhealth
[956] health
[928] healthtech
[743] healthcare
[655] ai
[529] hcsm
[473] nutrition
[453] life
[427] healthtalk



Top Hashtags in Tweet in G1:
[287] health
[232] ai
[222] mhealth
[213] healthtech
[153] digitalhealth
[150] healthcare
[143] medtech
[115] iot
[111] ehealth
[81] ces2020

Top Hashtags in Tweet in G2:
[485] mhealth
[248] digitalhealth
[142] health
[129] healthcare
[123] healthtech
[88] hcsm
[80] nutrition
[77] life
[63] medtech
[61] telehealth

Top Hashtags in Tweet in G3:
[1198] mhealth
[932] digitalhealth
[478] health
[432] hcsm
[392] nutrition
[391] healthtech
[375] life
[327] healthy
[301] healthtalk
[265] 4patients

Top Hashtags in Tweet in G4:
[14] mhealth
[12] digitalhealth
[8] aπz
[7] medtwitter
[6] afib
[6] atrialfibrillation
[6] cardiology
[6] somedocs
[6] meded
[6] hscm

Top Hashtags in Tweet in G5:
[26] mhealth
[14] digitalhealth
[7] patientengagement
[5] health
[4] mentalhealth
[4] iamincharge
[4] ai
[3] healthcare
[3] followfriday
[2] diabete

Top Hashtags in Tweet in G6:
[96] healthtech
[89] healthcare
[89] mhealth
[86] digitalhealth
[69] healthtalk
[69] hcit
[55] himss
[48] doctors20
[47] healthcareit
[43] ai

Top Hashtags in Tweet in G7:
[86] mhealth
[75] healthtech
[71] healthcare
[68] healthit
[64] medtech
[59] medical
[44] iomt
[37] ai
[35] machinelearning
[33] medicine

Top Hashtags in Tweet in G8:
[5] mhealth
[2] ptsd
[1] employees
[1] workplace
[1] health

Top Hashtags in Tweet in G9:
[39] mhealth
[20] digitalhealth
[12] sweden
[7] finland
[5] digitaltransformation
[5] appdeveloper
[4] innovation
[4] digitalinclusion
[3] globalmhealth
[3] nhs

Top Hashtags in Tweet in G10:
[8] digitalhealth
[5] healthcare
[4] healthtech
[2] iot
[1] wearables

Top Words
Top Words in Tweet in Entire Graph:
[3306] Words in Sentiment List#1: Positive
[1231] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[89149] Non-categorized Words
[93686] Total Words
[2337] #mhealth
[1684] gt
[1540] #digitalhealth
[986] #health
[928] #healthtech

Top Words in Tweet in G1:
[297] #health
[252] enricomolinari
[232] #ai
[222] #mhealth
[213] #healthtech
[153] #digitalhealth
[150] #healthcare
[147] evankirstel
[143] #medtech
[138] ty

Top Words in Tweet in G2:
[485] #mhealth
[248] #digitalhealth
[226] gt
[205] health
[149] #health
[129] #healthcare
[123] #healthtech
[104] ahomeremedyfor
[88] #hcsm
[80] #nutrition

Top Words in Tweet in G3:
[1351] gt
[1198] #mhealth
[932] #digitalhealth
[483] #health
[432] #hcsm
[392] #nutrition
[391] #healthtech
[375] #life
[327] #healthy
[302] health

Top Words in Tweet in G4:
[112] mhealth
[45] health
[44] gt
[31] market
[31] mobile
[30] healthcare
[25] digital
[24] growth
[23] till
[22] contributors

Top Words in Tweet in G5:
[29] health
[26] #mhealth
[24] behavior
[23] activity
[23] check
[23] physical
[22] paper
[22] sleep
[21] sedentary
[21] addressed

Top Words in Tweet in G6:
[96] #healthtech
[89] #healthcare
[89] #mhealth
[86] #digitalhealth
[69] #healthtalk
[69] #hcit
[55] #himss
[48] #doctors20
[47] #healthcareit
[43] #ai

Top Words in Tweet in G7:
[106] hubbucket
[86] #mhealth
[82] hubiomt
[77] co
[75] #healthtech
[71] #healthcare
[68] #healthit
[64] #medtech
[59] #medical
[44] #iomt

Top Words in Tweet in G8:
[5] #mhealth
[4] mhealth
[3] thank
[3] professional
[3] people
[3] challenges
[3] pain
[3] wrix2
[3] vvvizhanska
[3] barbaralorainen

Top Words in Tweet in G9:
[44] orchahealth
[39] #mhealth
[27] app
[21] lizashallpayne
[20] #digitalhealth
[18] languages
[16] 2020
[16] week
[14] event
[14] orcha

Top Words in Tweet in G10:
[12] latest
[12] mhealth
[11] edition
[11] daily
[11] thx
[8] #digitalhealth
[5] #healthcare
[4] #healthtech
[2] #iot
[2] angellicerio16

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1079] gt,gt
[471] #health,#nutrition
[452] #nutrition,#life
[424] #life,#hcsm
[375] #hcsm,#healthy
[344] #digitalhealth,#mhealth
[334] #healthy,#digitalhealth
[328] gt,#digitalhealth
[281] #digitalhealth,#4patients
[257] #4patients,#foamed

Top Word Pairs in Tweet in G1:
[163] #health,#healthtech
[118] #healthtech,#digitalhealth
[99] #ai,#iot
[83] enricomolinari,#ehealth
[80] ces,2020
[79] see,#ces2020
[79] #ces2020,#ai
[79] #ai,powered
[79] powered,digital
[79] digital,health

Top Word Pairs in Tweet in G2:
[145] gt,gt
[80] #health,#nutrition
[76] #nutrition,#life
[64] #life,#hcsm
[60] #digitalhealth,#mhealth
[48] #hcsm,#healthy
[38] digital,health
[34] #healthy,#digitalhealth
[31] #healthcare,#healthtech
[27] gt,#digitalhealth

Top Word Pairs in Tweet in G3:
[897] gt,gt
[390] #health,#nutrition
[375] #nutrition,#life
[359] #life,#hcsm
[327] #hcsm,#healthy
[300] #healthy,#digitalhealth
[295] gt,#digitalhealth
[265] #digitalhealth,#4patients
[249] #4patients,#foamed
[246] #meded,#healthtalk

Top Word Pairs in Tweet in G4:
[22] healthcare,market
[22] market,growth
[22] growth,contributors
[22] contributors,include
[22] include,increasing
[22] increasing,popularity
[22] popularity,electronic
[22] electronic,health
[22] health,records
[22] records,ehrs

Top Word Pairs in Tweet in G5:
[21] physical,activity
[21] activity,sleep
[21] sleep,sedentary
[21] sedentary,behavior
[21] behavior,addressed
[21] addressed,together
[21] together,check
[21] check,paper
[20] ann_desmet,physical
[12] digital,health

Top Word Pairs in Tweet in G6:
[66] #healthcare,#healthtech
[66] #healthtech,#healthtalk
[66] #healthtalk,#hcit
[62] #digitalhealth,#mhealth
[57] #hcit,#digitalhealth
[55] #mhealth,#himss
[47] #himss,#doctors20
[35] #patientexperience,#patientengagement
[33] #doctors20,#patientexperience
[31] #patientengagement,#hcr

Top Word Pairs in Tweet in G7:
[60] #healthit,#healthtech
[51] #healthtech,#medtech
[43] internet,#medical
[43] #medical,things
[43] things,#iomt
[39] #medtech,#mhealth
[30] #healthcare,#medicine
[27] hubbucket,hubiomt
[26] #machinelearning,#deeplearning
[23] #artificialintelligence,#ai

Top Word Pairs in Tweet in G8:
[3] wrix2,vvvizhanska
[3] vvvizhanska,barbaralorainen
[3] barbaralorainen,lovegoldenheart
[3] lovegoldenheart,pkamla1
[3] pkamla1,lesleylupo
[3] lesleylupo,liaisti_1
[3] liaisti_1,1sunnysidesue
[3] 1sunnysidesue,tehanimott
[2] challenges,related
[2] active,mhealth

Top Word Pairs in Tweet in G9:
[12] #mhealth,app
[10] event,2020
[10] 2020,diaries
[10] diaries,medilinkwm
[10] medilinkwm,medilinkem
[10] medilinkem,partnership
[10] partnership,orchahealth
[10] orchahealth,'are
[10] 'are,innovator
[10] innovator,working

Top Word Pairs in Tweet in G10:
[11] latest,edition
[11] edition,mhealth
[11] mhealth,daily
[11] daily,thx
[4] #digitalhealth,#healthcare
[2] #digitalhealth,#iot
[2] #digitalhealth,#healthtech
[2] thx,angellicerio16
[2] angellicerio16,thedailygrit
[2] thedailygrit,halfeatenmind

Top Replied-To
Top Replied-To in Entire Graph:
@aoss1317
@chrissyfarr
@sbmdigitalhlth
@stopevv
@doesthescience
@nursestandard
@brighamwomens
@jpbrown5
@fitbit
@hellonyxo

Top Replied-To in G1:
@a2ztube

Top Replied-To in G2:
@chrissyfarr
@brighamwomens
@fitbit
@hellonyxo
@cioreview_india
@chronolife
@fondationbotnar
@vasili16
@mighcommission
@dougbettcher

Top Replied-To in G3:
@drjessigold
@chrissyfarr
@skipfleshman
@muscle_fitness
@pennstatehealth

Top Replied-To in G5:
@sbmdigitalhlth
@chrissyfarr
@doesthescience
@behavioralmed
@cnebeker
@drmollywaring
@bull_mhealth

Top Replied-To in G8:
@jpbrown5
@psycapps
@wrix2
@toshawnanderson

Top Replied-To in G9:
@wecic_

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@ahomeremedyfor
@evankirstel
@enricomolinari
@hubbucket
@garymonk
@evirahealth
@_sanjaydas
@mailmystatement
@startupselfieco

Top Mentioned in G1:
@evankirstel
@enricomolinari
@evirahealth
@startupselfieco
@thehealthvid
@irmaraste
@siddhartha265
@jimharris
@enricomolinar
@cio_asean

Top Mentioned in G2:
@ahomeremedyfor
@_timos_
@garymonk
@mailmystatement
@aglesian
@thibaudguymard
@ariannacblue
@jmirpub
@pathhealthai
@kaysharbor

Top Mentioned in G3:
@_timos_
@ahomeremedyfor
@mailmystatement
@garymonk
@_sanjaydas
@sdglobaltech
@mhealthintel
@aglesian
@ariannacblue
@healthmarkets4u

Top Mentioned in G4:
@cardiologiahoyc
@wartanasionalwn

Top Mentioned in G5:
@ann_desmet
@sbmpresident
@docleamaria
@drmonicawang
@mc_ainsworth
@drmonicabaskin
@ehpsdigihealth
@sbmdigitalhlth
@dukemobileapps
@ziadgelladmd

Top Mentioned in G6:
@_sanjaydas
@sdglobaltech
@healthtechmag
@berci
@siddhartha265
@medicosergio
@lindner_sarah
@kamiyamay
@medtorek
@v

Top Mentioned in G7:
@hubbucket
@hubiomt
@hubbucketsearch
@hubbasedb
@hubdirectorydb
@hubocto
@hubbiotech
@hubgenomics
@hubfabric
@apple

Top Mentioned in G8:
@vvvizhanska
@barbaralorainen
@lovegoldenheart
@pkamla1
@lesleylupo
@liaisti_1
@1sunnysidesue
@tehanimott
@evacaletkova
@wrix2

Top Mentioned in G9:
@orchahealth
@lizashallpayne
@medilinkwm
@medilinkem
@echalliance
@thedhsociety
@cwcdh_info
@u
@brushdj
@medilinkuk

Top Mentioned in G10:
@angellicerio16
@thedailygrit
@halfeatenmind
@fwmedtech
@perwolfhour
@ces
@marisamerinoh
@itgrrl
@springer_shop
@v3strategy

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@republikaonline
@edinburghwatch
@independent
@evankirstel
@chidambara09
@life_sciences_
@aldoceccarelli
@antaranews
@clairebotai

Top Tweeters in G1:
@evankirstel
@chidambara09
@aldoceccarelli
@clairebotai
@fintechna
@richsimmondsza
@evanderburg
@cybersec_feeds
@juandoming
@nicochan33

Top Tweeters in G2:
@caring_mobile
@allafrica
@techcrunch
@prison_health
@glasgow_watch
@google
@womenhealthally
@1c75a
@mbohl07
@danamlewis

Top Tweeters in G3:
@calcaware
@sherbah46958042
@drferdowsi
@tecnbiz
@ene3112
@xzpwedvhhh37i3c
@justbementalist
@_timos_
@forbestech
@wboricua98

Top Tweeters in G4:
@dhanarajtweet
@infonaturaes
@connecticutchro
@latestnewsfinan
@borneonews
@thesunshinerepo
@newjerseyheadli
@marketnewslates
@rhodeislandchro
@onlinesharemark

Top Tweeters in G5:
@academicchatter
@pardoe_ai
@maritahennessy
@sbc111
@chrissyfarr
@amermedicalassn
@drsherrypagoto
@cea_william
@rowanuniversity
@kboreilly

Top Tweeters in G6:
@ottlegalrebels
@businessinsider
@nursefriendly
@andrewmorrisuk
@catalanrobot
@vicentelozadab
@chichodisanto
@ohmyjet
@manyez
@giasison

Top Tweeters in G7:
@sectest9
@cnbc
@hubbucket
@parvez1
@thecuriousluke
@analyticbridge
@dnaed_tech
@lucasoft_co_uk
@kdnuggets
@technative

Top Tweeters in G8:
@drjimmystar
@karijoys
@twizmwhytepiece
@wrix2
@liaisti_1
@lovegoldenheart
@nycremilton
@reeves5150
@eldiablo0786
@tanrob22

Top Tweeters in G9:
@jomwlever
@waronepilepsy
@accintouch
@ruthcarlyle
@andybleaden
@medilinkem
@echalliance
@brushdj
@orchahealth
@tsavoice

Top Tweeters in G10:
@manojgjha
@halfeatenmind
@symdatasec
@itgrrl
@ces
@svennieco
@bizinnovatemag
@hormonesoup
@icu814
@fwmedtech