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digitalhealth_2021-12-10_15-26-42.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2021
Short Description:
digitalhealth via NodeXL https://bit.ly/33p27Ih
@caring_mobile
@sonu_monika
@gil_bashe
@giant_health
@_atanas_
@digitalsalutem
@cbinsights
@the_gdhn
@johnnosta
@digitalhealth2

Top hashtags:
#digitalhealth
#healthtech
#healthcare
#ai
#analytics
#health
#bigdata

Description:
Description
The graph represents a network of 4,150 Twitter users whose tweets in the requested range contained "digitalhealth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 10 December 2021 at 23:44 UTC.

The requested start date was Friday, 10 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 15-hour, 3-minute period from Saturday, 04 December 2021 at 09:51 UTC to Friday, 10 December 2021 at 00:55 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 : 4150
Unique Edges : 4662
Edges With Duplicates : 12029
Total Edges : 16691
Number of Edge Types : 5
MentionsInRetweet : 7004
Mentions : 3148
Retweet : 4580
Replies to : 107
Tweet : 1852
Self-Loops : 2021
Reciprocated Vertex Pair Ratio : 0.0562581770606193
Reciprocated Edge Ratio : 0.106523534269199
Connected Components : 573
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 2852
Maximum Edges in a Connected Component : 14690
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.097948
Graph Density : 0.000421991654252585
Modularity : 0.368842
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,150 Twitter users whose tweets in the requested range contained "digitalhealth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 10 December 2021 at 23:44 UTC.

The requested start date was Friday, 10 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 15-hour, 3-minute period from Saturday, 04 December 2021 at 09:51 UTC to Friday, 10 December 2021 at 00:55 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 : digitalhealth
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:
[293] https://twinybots.ch/
[128] https://digitalhealthcareworldcongress.com/
[63] http://TheHerdLocker.com
[44] https://spirit-digital.co.uk/?utm_source=twitter&utm_medium=joao-bocas
[39] https://aimagazine.com/top10/top-10-women-ar-and-vr
[37] http://www.socialpharma.net
[33] https://www.mddionline.com/digital-health/perfecting-future-data-driven-healthcare
[33] https://postindustria.com/ai-future-in-healthcare-improving-the-effectiveness-of-medical-care/
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267837
[28] https://www.linkedin.com/pulse/opportunity-ai-healthcare-evan-kirstel-b2b-techfluencer

Top URLs in Tweet in G1:
[277] https://twinybots.ch/
[126] https://digitalhealthcareworldcongress.com/
[56] http://TheHerdLocker.com
[44] https://spirit-digital.co.uk/?utm_source=twitter&utm_medium=joao-bocas
[35] http://www.socialpharma.net
[32] https://aimagazine.com/top10/top-10-women-ar-and-vr
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267837
[28] https://www.linkedin.com/pulse/opportunity-ai-healthcare-evan-kirstel-b2b-techfluencer
[25] https://www.bloombergquint.com/onweb/omicron-mutations-signal-vaccine-evasion-but-similar-symptoms?utm_source=dlvr.it&utm_medium=twitter
[24] https://www.bloombergquint.com/politics/devin-nunes-to-leave-congress-to-lead-trump-s-media-startup?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[24] https://www.mddionline.com/digital-health/perfecting-future-data-driven-healthcare
[21] https://postindustria.com/ai-future-in-healthcare-improving-the-effectiveness-of-medical-care/
[17] https://journals.sagepub.com/doi/abs/10.1177/19322968211043498?cookieSet=1
[9] https://www.theguardian.com/books/2021/dec/06/the-big-idea-how-much-do-we-really-want-to-know-about-our-genes
[8] https://www.med-technews.com/news/ai-and-vr-in-healthcare/motilent-receives-fda-clearance-for-ai-gut-image-analysis/
[8] http://utmhealthcare.com/products/
[7] https://futurism.com/neoscope/scientists-chewing-gum-covid-19
[7] http://TheHerdLocker.com
[6] https://www.theguardian.com/world/2021/dec/03/do-covid-vaccine-mandates-work
[6] https://play.google.com/store/apps/details?id=com.suddenly.datafilerecovery.datarecovery&utm_campaign=data.recover.r

Top URLs in Tweet in G3:
[5] https://twinybots.ch/
[4] https://sharedhealthmb.ca/news/2021-11-29-digital-health-week-2021/
[4] https://www.digitalhealth.net/2021/12/scientists-developing-video-games-to-diagnose-and-monitor-depression/
[4] https://www.startuprad.io/blog/meet-edupression-a-vienna-based-app-on-prescription/
[2] https://www-cnbc-com.cdn.ampproject.org/c/s/www.cnbc.com/amp/2021/12/04/the-first-metaverse-experiments-look-to-whats-happening-in-medicine.html
[2] https://www.speedinvest.com/blog/digital-health-in-europe-southern-europe-is-picking-up-the-pace
[2] https://www.bloombergquint.com/onweb/italy-reinforces-strict-covid-rules-targeting-vaccine-holdouts?utm_source=dlvr.it&utm_medium=twitter
[2] https://chimecentral.org/events/the-vive-event/?utm_source=online&utm_medium=social&utm_campaign=vive22
[2] https://metro.co.uk/2021/11/29/simple-exercises-to-prevent-digital-eyestrain-15680319/
[2] https://myusadr.com/blog/

Top URLs in Tweet in G4:
[7] https://twitter.com/CBinsights/status/1468705162478956549
[4] https://www.top50indigitalhealth.com/2021honorees
[4] https://www.cbinsights.com/research/report/digital-health-startups-redefining-healthcare/
[3] https://twitter.com/cbinsights/status/1468705162478956549
[3] https://www.cbinsights.com/research/report/digital-health-startups-redefining-healthcare/?utm_campaign=marketing_campaign_2021_q4_digital-health-150&utm_content=190409610&utm_medium=social&utm_source=twitter&hss_channel=tw-110171914
[3] https://phys.org/news/2021-12-deep-rapidly-3d-drug-like-molecules.html
[3] https://www.linkedin.com/events/g4apitchclubq46858709004613382144/
[3] https://hitinfrastructure.com/news/amazon-launches-health-it-innovation-center-digital-health-equity?eid=CXTEL000000212375&elqCampaignId=22993&utm_source=nl&utm_medium=email&utm_campaign=newsletter&elqTrackId=e167bbbd671d405b8dd8672249342b31&elq=32cc8606ddce45f2964cb95ec98555a0&elqaid=23815&elqat=1&elqCampaignId=22993
[3] https://www.linkedin.com/feed/update/urn:li:activity:6873608779909398528
[3] https://www.pymnts.com/healthcare/2021/cvs-health-and-microsoft-link-up-to-speed-healthcare-digital-shift

Top URLs in Tweet in G5:
[16] https://web.cvent.com/event/ead38fb8-6c06-4a68-8e22-343fbd1fae81/regProcessStep1
[7] https://cvent.me/0KwPbR
[7] https://us02web.zoom.us/webinar/register/WN_SGQrYP_NSoO0ESEIl8cWhQ
[4] https://betterehealth.eu/webinar-betterehealth-human-technical-and-policy-factors-for-better-coordination-and-support-of-ehealth-in-africa/
[2] https://twitter.com/The_GDHN/status/1466345400411983873
[2] https://twitter.com/The_GDHN/status/1466973855533002752
[2] https://vimeo.com/653098789
[2] http://Data.FI
[2] https://static1.squarespace.com/static/59bc3457ccc5c5890fe7cacd/t/617c436b51a6932b5d4f074d/1635533699811/PMI+Digital+Community+Health+Initiative+Cross-Country+Landscape+Report.pdf
[2] https://www.d-tree.org/post/how-zanzibar-built-a-health-system-fit-for-the-digital-age

Top URLs in Tweet in G6:
[9] https://www.giant.health/european-health-tech-and-innovation-week
[3] https://mckinsey.ds8.io/85rK-Jws6U
[3] https://toca.io/
[3] https://audioboom.com/posts/7987705-innovation-exchange-remote-health-what-works
[2] https://www.youtube.com/channel/UC8M6Gl_3O9i3dQHbO3Vgb0A
[2] https://www.giant.health/#Standard
[2] Ticket
[2] https://www.healthcareitnews.com/news/asia/urgency-driven-innovation-key-building-health-system-readiness-asia-pacific#HealthTech
[2] https://www.sbi.business/simdh/home?utm_source=socialmedia&utm_medium=boilerplate&utm_campaign=simdhcohort3
[2] https://pharmaphorum.com/news/digital-health-firm-pear-goes-pubic-raising-175-million/

Top URLs in Tweet in G7:
[5] https://www.digitalhealth.net/2021/12/healthy-wirral-partners-adopt-data-science-to-inform-winter-planning/
[4] https://www.digitalhealth.net/2021/12/new-accurx-report-growing-digital-primary-healthcare-presence/
[4] https://www.digitalhealth.net/2021/12/barnsley-hospital-system-c-app/
[4] https://www.digitalhealth.net/2021/12/network-chairs-open-letter-nhs-it-organisation-changes/
[4] https://digitalhealth.london/digital-health-rewired-pitchfest-2022
[3] https://www.digitalhealth.net/2021/12/alcidion-acquires-silverlink/
[3] https://blog.hettshow.co.uk/liz-ashall-payne-on-the-future-of-digital-health
[3] https://www.med-technews.com/news/ai-and-vr-in-healthcare/motilent-receives-fda-clearance-for-ai-gut-image-analysis/
[2] https://www.digitalhealth.net/2021/12/lancashire-south-cumbria-gde-accreditation/
[2] https://www.digitalhealth.net/2021/12/tallaght-university-hosptial-upgrades-pathology-systems-with-ice/

Top URLs in Tweet in G8:
[8] https://rossdawson.com/blog/timeline-emerging-science-technology-visual-framework/
[4] https://www.infoway-inforoute.ca/en/digital-health-week
[3] https://www.jmir.org/2021/5/e25281
[2] https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0041-1726492
[2] https://privacyinternational.org/news-analysis/4594/our-analysis-who-report-ethics-and-governance-artificial-intelligence-health
[2] https://preprints.jmir.org/preprint/35015
[2] https://preprints.jmir.org/ojs/index.php/preprints/preprint/35015
[2] https://preprints.jmir.org/preprint/35099
[1] https://www.t1dreachout.com
[1] https://twitter.com/HlthResearchBC/status/1468994057732956164

Top URLs in Tweet in G9:
[5] https://medpub.io/
[4] https://aimagazine.com/top10/top-10-women-ar-and-vr
[3] https://biospectrumindia.com/features/85/20127/startupoftheday-66-twin-health.html
[2] https://www.washingtonpost.com/washington-post-live/2021/12/06/veterans-digital-divide-with-robin-kelleher-us-department-veterans-affairs-secretary-denis-mcdonough/
[2] https://buff.ly/3Drzo1u
[2] https://www.datasciencecentral.com/profiles/blogs/today-s-most-vital-question-what-is-the-value-of-your-data?xg_source=msg_appr_blogpost
[2] https://www.abc.net.au/radionational/programs/themoney/record-investment-in-australian-startups/13659334
[2] https://www.expresshealthcare.in/news/digital-healthcare-and-womens-health/432418/
[2] https://yourstory.com/2021/12/government-shared-infrastructure-blockchain/amp
[2] https://scoopempire.com/can-healthcare-disruption-be-beneficial-for-patients/

Top URLs in Tweet in G10:
[3] https://www.foxnews.com/health/texting-watching-television-detrimental-childs-mental-health
[2] https://www.axios.com/cigna-bright-health-investment-9f47fe44-e8c7-4e03-a3f4-1f358d62ae7b.html
[2] https://bit.ly/3DnJSzb
[2] https://www.forbes.com/sites/trevorclawson/2021/11/27/the-bigger-picturean-investors-perspective-on-medtech-opportunities/?sh=190b69c72e03
[2] https://www.forbes.com/sites/forbesbusinesscouncil/2021/10/25/five-trends-in-digital-health-transformation/?sh=429cadb3e3c8
[2] https://buff.ly/3Enti3A
[1] https://bit.ly/3otUI2n
[1] https://bit.ly/3duDNq4
[1] https://bit.ly/31ve2TA
[1] https://digitalhealth.modernhealthcare.com/data-lists/digital-health-funding-and-ma-report-q3-2021?utm_source=Organic_Social&utm_medium=LI&utm_campaign=Digital_Health&utm_id=DH+_Funding_and_M%26A_Report_Q3_2021&utm_content=11222021&utm_medium=social&utm_source=twitter&utm_term=modrnhealthcr&utm_content=d3e2274f-681d-48d9-9064-ac2467b90461

Top Domains
Top Domains in Tweet in Entire Graph:
[293] twinybots.ch
[287] twitter.com
[239] bloombergquint.com
[143] digitalhealth.net
[132] mobihealthnews.com
[128] digitalhealthcareworldcongress.com
[114] youtube.com
[113] linkedin.com
[112] bit.ly
[105] theverge.com

Top Domains in Tweet in G1:
[277] twinybots.ch
[226] bloombergquint.com
[126] digitalhealthcareworldcongress.com
[105] mobihealthnews.com
[100] theverge.com
[93] twitter.com
[82] youtube.com
[78] siliconvalley.com
[68] healthcareitnews.com
[61] co.uk

Top Domains in Tweet in G2:
[24] mddionline.com
[21] postindustria.com
[19] twitter.com
[18] healthblawg.com
[17] sagepub.com
[15] theguardian.com
[9] google.com
[8] med-technews.com
[8] utmhealthcare.com
[7] linkedin.com

Top Domains in Tweet in G3:
[21] linkedin.com
[19] digitalhealth.net
[17] bit.ly
[13] lnkd.in
[13] buff.ly
[13] twitter.com
[6] mobihealthnews.com
[5] twinybots.ch
[5] smh.re
[5] t-mo.co

Top Domains in Tweet in G4:
[20] buff.ly
[19] twitter.com
[12] firstwordhealthtech.com
[10] cbinsights.com
[8] linkedin.com
[8] healthxl.com
[7] bit.ly
[7] medcitynews.com
[7] healthcareitnews.com
[6] mobihealthnews.com

Top Domains in Tweet in G5:
[26] twitter.com
[20] cvent.com
[8] zoom.us
[7] cvent.me
[5] youtube.com
[5] bit.ly
[5] betterehealth.eu
[4] fal.cn
[3] digitalsquare.org
[3] devdiscourse.com

Top Domains in Tweet in G6:
[15] giant.health
[5] youtube.com
[5] bit.ly
[5] co.uk
[4] ds8.io
[3] toca.io
[3] healthcareitnews.com
[3] twitter.com
[3] audioboom.com
[3] digitalhealth.net

Top Domains in Tweet in G7:
[45] digitalhealth.net
[10] digitalhealth.london
[10] co.uk
[8] med-technews.com
[6] bit.ly
[3] healthcareitnews.com
[3] twitter.com
[3] mailchi.mp
[2] ukauthority.com
[2] pharmaphorum.com

Top Domains in Tweet in G8:
[14] twitter.com
[12] jmir.org
[10] modernhealthcare.com
[8] rossdawson.com
[7] infoway-inforoute.ca
[5] uvic.ca
[4] healthcareitnews.com
[3] nih.gov
[3] thieme-connect.com
[3] buff.ly

Top Domains in Tweet in G9:
[15] buff.ly
[12] tinyurl.com
[5] medpub.io
[4] twitter.com
[4] aimagazine.com
[4] digitalhealth.net
[3] biospectrumindia.com
[3] linkedin.com
[2] healthgorilla.com
[2] washingtonpost.com

Top Domains in Tweet in G10:
[10] bit.ly
[7] buff.ly
[5] forbes.com
[3] modernhealthcare.com
[3] twitter.com
[3] foxnews.com
[2] axios.com
[1] digitalhealthwire.com
[1] statnews.com
[1] docwirenews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4772] digitalhealth
[1208] healthtech
[1115] healthcare
[889] ai
[827] analytics
[653] health
[620] bigdata
[512] ehealth
[443] digital
[414] socialmedia



Top Hashtags in Tweet in G1:
[1953] digitalhealth
[719] healthtech
[640] analytics
[563] ai
[510] healthcare
[503] bigdata
[453] health
[386] socialmedia
[383] digital
[373] ehealth

Top Hashtags in Tweet in G2:
[273] digitalhealth
[152] dhpsp
[142] ai
[133] healthcare
[126] hospitalstalktolovedones
[84] healthtech
[82] ehealth
[68] inpst
[63] npmnd
[51] analytics

Top Hashtags in Tweet in G3:
[348] digitalhealth
[69] healthcare
[28] healthtech
[26] health
[23] telehealth
[19] telemedicine
[18] innovation
[17] medtech
[15] digital
[14] futureofhealthcare

Top Hashtags in Tweet in G4:
[265] digitalhealth
[42] healthtech
[26] healthit
[23] healthcare
[16] digitalhealth150
[14] patient
[13] telehealth
[12] innovation
[11] healthequity
[10] ai

Top Hashtags in Tweet in G5:
[203] digitalhealth
[163] gdhf2021
[51] digitaltransformation
[21] covid19
[12] ehealth
[12] analytics
[10] virtualevent
[10] ips
[10] healthtech
[8] data

Top Hashtags in Tweet in G6:
[377] giant2021
[270] digitalhealth
[196] healthcare
[182] healthtech
[146] innovation
[60] health
[50] dtx
[44] tech
[44] analytics
[44] medtech

Top Hashtags in Tweet in G7:
[87] digitalhealth
[17] healthtech
[13] digitalhealthacademy
[12] nhs
[12] ai
[11] healthcare
[9] techwomen100
[9] medtech
[8] virtualreality
[7] digitalpioneerfellow

Top Hashtags in Tweet in G8:
[121] digitalhealth
[29] analytics
[28] ai
[25] bigdata
[13] datascience
[13] insurtech
[11] healthtech
[10] biomedical
[10] engineering
[10] health

Top Hashtags in Tweet in G9:
[74] digitalhealth
[41] startup
[28] healthtech
[22] devjobs
[18] analytics
[16] funding
[10] healthcare
[8] bigdata
[8] investment
[7] startups

Top Hashtags in Tweet in G10:
[61] digitalhealth
[14] healthcare
[11] healthtech
[8] mentalhealth
[7] medtech
[5] ai
[3] dataanalytics
[3] mentalhealthmatters
[3] wearables
[3] virtualhealth

Top Words
Top Words in Tweet in Entire Graph:
[4740] #digitalhealth
[1463] health
[1204] #healthtech
[1107] #healthcare
[1071] digital
[889] #ai
[836] sonu_monika
[808] #analytics
[657] #health
[618] healthcare

Top Words in Tweet in G1:
[1944] #digitalhealth
[719] #healthtech
[697] sonu_monika
[626] #analytics
[563] #ai
[509] #healthcare
[493] #bigdata
[455] #health
[433] health
[393] #digital

Top Words in Tweet in G2:
[266] #digitalhealth
[157] _sivasai
[152] #dhpsp
[142] #ai
[133] #healthcare
[99] #hospitalstalktolovedones
[83] #healthtech
[82] #ehealth
[68] #inpst
[63] #npmnd

Top Words in Tweet in G3:
[346] #digitalhealth
[84] health
[69] #healthcare
[62] digital
[53] more
[48] healthcare
[38] care
[28] #healthtech
[26] #health
[25] data

Top Words in Tweet in G4:
[258] #digitalhealth
[128] health
[68] digital
[50] 150
[49] cbinsights
[46] companies
[44] top
[42] #healthtech
[34] named
[29] care

Top Words in Tweet in G5:
[202] #digitalhealth
[162] #gdhf2021
[123] health
[94] digital
[54] join
[53] the_gdhn
[51] #digitaltransformation
[45] more
[36] today
[28] day

Top Words in Tweet in G6:
[354] giant_health
[326] #giant2021
[267] #digitalhealth
[191] #healthcare
[180] #healthtech
[146] #innovation
[145] stage
[106] main
[99] health
[77] room

Top Words in Tweet in G7:
[86] #digitalhealth
[66] digital
[40] digitalhealth2
[38] health
[34] more
[33] story
[24] dhealthldn
[24] full
[21] first
[21] care

Top Words in Tweet in G8:
[121] #digitalhealth
[120] health
[40] science
[34] information
[32] uvic
[32] digital
[32] school
[31] sonu_monika
[28] eborycki
[28] #ai

Top Words in Tweet in G9:
[71] #digitalhealth
[41] #startup
[31] sonu_monika
[30] apply
[28] today
[28] #healthtech
[27] hiring
[22] health
[22] #devjobs
[18] #analytics

Top Words in Tweet in G10:
[61] #digitalhealth
[53] health
[28] mental
[20] care
[18] digital
[14] report
[13] #healthcare
[13] healthcare
[11] #healthtech
[10] funding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[586] digital,health
[462] #analytics,#bigdata
[323] #digitalhealth,#socialmedia
[277] #healthtech,#analytics
[256] #bigdata,#serverless
[246] #digitalhealth,#digital
[231] #digitalhealth,#healthcare
[209] #digital,#health
[175] #healthcare,#healthtech
[162] #emergingtech,#cloud

Top Word Pairs in Tweet in G1:
[393] #analytics,#bigdata
[314] #digitalhealth,#socialmedia
[255] digital,health
[242] #healthtech,#analytics
[240] #digitalhealth,#digital
[224] #bigdata,#serverless
[196] #digital,#health
[156] #socialmedia,#digitalmarketing
[145] #serverless,#flutter
[140] #emergingtech,#cloud

Top Word Pairs in Tweet in G2:
[81] #dhpsp,#hospitalstalktolovedones
[63] #hospitalstalktolovedones,#npmnd
[62] #npmnd,#inpst
[44] #digitalhealth,#fintech
[44] #fintech,#insurtech
[35] #insurtech,#finserv
[34] #healthtech,#techforgood
[34] #techforgood,#dhpsp
[34] #blockchain,#digitalhealth
[33] mention,#healthtech

Top Word Pairs in Tweet in G3:
[33] digital,health
[16] #digitalhealth,#healthcare
[16] learn,more
[14] #digitalhealth,#futureofhealthcare
[13] #healthcare,#digitalhealth
[10] #digitalhealth,#healthtech
[10] #futureofhealthcare,#medicaid
[10] #medicaid,#medicare
[9] healthcare,#digitalhealth
[9] future,healthcare

Top Word Pairs in Tweet in G4:
[49] digital,health
[33] #digitalhealth,#healthtech
[26] top,150
[14] #digitalhealth,startups
[13] wtf,spoke
[13] spoke,jessica
[13] jessica,damassa
[13] damassa,wtf
[13] wtf,health
[13] health,give

Top Word Pairs in Tweet in G5:
[41] digital,health
[21] learn,more
[18] #digitalhealth,#digitaltransformation
[12] #gdhf2021,#digitalhealth
[11] community,health
[10] looking,forward
[10] health,rights
[10] discussion,today
[9] the_gdhn,digital
[9] rights,challenges

Top Word Pairs in Tweet in G6:
[150] #digitalhealth,#healthcare
[130] #healthcare,#healthtech
[120] #healthtech,#innovation
[97] main,stage
[74] #giant2021,#digitalhealth
[48] #giant2021,30
[45] stage,#giant2021
[39] conference,room
[37] #innovation,#tech
[34] 30,nov

Top Word Pairs in Tweet in G7:
[23] full,story
[11] digital,health
[9] excited,virtual
[9] virtual,awards
[9] awards,tonight
[9] tonight,celebrating
[9] celebrating,watc_wearetech
[9] watc_wearetech,#techwomen100
[9] #techwomen100,humbled
[9] humbled,winner

Top Word Pairs in Tweet in G8:
[32] health,information
[32] information,science
[29] school,health
[24] digital,health
[21] #analytics,#bigdata
[19] health,informatics
[17] science,uvic_healthinfo
[15] virtual,care
[11] data,sharing
[11] learn,design

Top Word Pairs in Tweet in G9:
[27] apply,today
[22] #digitalhealth,#devjobs
[22] #devjobs,apply
[15] #startup,#funding
[14] #healthtech,#analytics
[9] #funding,#healthtech
[8] more,date
[8] date,medical
[8] medical,headlines
[8] headlines,visit

Top Word Pairs in Tweet in G10:
[22] mental,health
[8] digital,health
[8] primary,care
[7] q3,2021
[6] health,business
[6] business,technology
[6] technology,health
[6] health,funding
[6] funding,report
[6] report,q3

Top Replied-To
Top Replied-To in Entire Graph:
@rock_health
@jeb_dunk
@wearablesexpert
@cbinsights
@theadityapatro
@deloitte
@chrissyfarr
@g4ahealth
@johnnosta
@miguelnui

Top Replied-To in G1:
@wearablesexpert
@johnnosta
@medicalholodeck
@spulim
@brennanspiegel
@miguelnui
@jimmyroybloom
@dantas_carina
@gnayyar
@josdeblok

Top Replied-To in G2:
@theadityapatro
@sergiolagoons2
@solovevaanzhela
@kulikovuniatf
@atlasdigihealth
@alvie_barr
@thl_medical
@maciejbanach
@dra_teraizamesa
@_atanas_

Top Replied-To in G4:
@rock_health
@cbinsights
@chrissyfarr
@astartemedical
@lymphomation
@akasahealth
@boltyboy
@pear_tx
@g4ahealth
@nasdaq

Top Replied-To in G5:
@weareaehin
@deloitte
@usaidgh
@usaid_momentum
@moh_kenya
@academyfrimley
@herkocoomans
@think_md
@cvillella1

Top Replied-To in G6:
@chrisjsawyer

Top Replied-To in G7:
@wearelscft
@comparesoftware
@amcunningham

Top Replied-To in G8:
@uvic
@who

Top Replied-To in G9:
@withingsen
@g4ahealth

Top Mentioned
Top Mentioned in Entire Graph:
@sonu_monika
@giant_health
@_timos_
@_sivasai
@digitalsalutem
@wearablesexpert
@analytics_699
@johnnosta
@enricomolinari
@_atanas_

Top Mentioned in G1:
@sonu_monika
@_timos_
@digitalsalutem
@wearablesexpert
@analytics_699
@johnnosta
@digitalmeddoc
@irmaraste
@gil_bashe
@spiritdigitaluk

Top Mentioned in G2:
@_sivasai
@enricomolinari
@_atanas_
@hubbucket
@dhpsp
@sciencecommuni2
@analytics_699
@theadityapatro
@statistacharts
@sonu_monika

Top Mentioned in G3:
@chino_api
@intersystems
@healthiocare
@talkingmats
@beyondweight
@sharedhealthmb
@futuramedia_
@zyterofficial
@igadgetware

Top Mentioned in G4:
@cbinsights
@lynhealth
@garymonk
@rock_health
@nodehealthorg
@jessdamassa
@daniel_kraft
@glentullman
@alyssajoyjaffee
@health_xl

Top Mentioned in G5:
@the_gdhn
@cvillella1
@who
@usaidgh
@sonu_monika
@digitalsqr
@recainsanetwork
@jsihealth
@alabriqu
@trans4m_health

Top Mentioned in G6:
@giant_health
@sonu_monika
@r2guidance
@ahsnnetwork
@gehealthcare
@t_silberzahn
@wayrauk
@mckinsey
@galengrowth
@janbeger

Top Mentioned in G7:
@digitalhealth2
@dhealthldn
@orchahealth
@medtechonline
@nhsx
@watc_wearetech
@healthy_wirral
@barnshospital
@dhccio
@dhrewired

Top Mentioned in G8:
@uvic
@sonu_monika
@eborycki
@uvic_healthinfo
@infoway
@uvicresearch
@jmirpub
@matthiasgoerges
@fgraillot
@digihealthca

Top Mentioned in G9:
@sonu_monika
@twinforhealth
@ukhealthradio
@hellotmrc
@frhealthcare_en
@twiliostartups
@medpubapp
@chronolifeai
@francedubai2020
@expo2020dubai

Top Mentioned in G10:
@forbes
@modrnhealthcr
@gimbhi1
@wsj
@karenslynch
@happify
@johnboydpsyd
@tominsel1
@optt_mentalheal
@pressganey

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@paoloigna1
@chidambara09
@edinburghwatch
@ejlazar
@xaelbot
@codedailybot
@thedeveloperbot
@evankirstel

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@paoloigna1
@ejlazar
@codedailybot
@evankirstel
@cybersecurityn8
@morolswediu
@fabriciosx
@fintechna

Top Tweeters in G2:
@xaelbot
@thedeveloperbot
@viralvideovlogs
@rosenchild
@sudeepkhatri
@ipythonistabot
@discovertech3
@coder_487
@guardian
@djangobot_

Top Tweeters in G3:
@pmprouk
@pra
@davidchao
@ra
@edrneelesh
@ilsicilia
@algoworks
@startuprad_io
@kasia_hp
@joemenninger

Top Tweeters in G4:
@john_siracusa
@straits_times
@syawal
@christinelem007
@robotconsumer
@jentrification
@tjazz41
@lopezunwired
@ritters90
@softbank

Top Tweeters in G5:
@dev_discourse
@opensource_orgs
@ucloudify
@grassrootsdnc
@kaunghtetkyaw10
@globalphobserv
@who
@distancelrnbot
@sharondagostino
@unicef

Top Tweeters in G6:
@the404code
@ft
@roylilley
@austin_castel
@innovateuk
@geraldmuvengei2
@ihm_tweets
@cardiogramapps
@lpoolcouncil
@shanetickell

Top Tweeters in G7:
@myoken11
@itvnews
@paintoolkit2
@amcunningham
@brainroaring
@amidgley
@femail
@nhsengland
@andywebster
@imboll

Top Tweeters in G8:
@edinburghwatch
@artificialbra1n
@gezgintrk
@nationalpost
@evidencerobot
@npr
@betterjobsearch
@datasciencebot_
@technojeder
@kirkdborne

Top Tweeters in G9:
@ml_tweet_bot
@washingtonpost
@retweetspune
@smartecocity
@eh8q9z1weybihsi
@productier1
@moueller1961
@startupnewsind
@ukhealthradio
@superteamup

Top Tweeters in G10:
@timesofindia
@walmart
@foxnews
@wsj
@forbes
@techcrunch
@supplychainsn
@rollcall
@aacamerano
@bmj_latest