mhealth, Twitter, 1/10/2022 5:07:59 AM, 269788


FAQ | Problem?

mhealth_2022-01-09_18-37-20.xlsx
mhealth_2022-01-09_18-37-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2022
Short Description:
mhealth via NodeXL https://bit.ly/3HSiBaq
@caring_mobile
@analytics_699
@_sivasai
@_timos_
@firas_sarhan1
@thl_medical
@mobiuso
@dralfonsovidal
@telehealthbot
@margaretsiegien

Top hashtags:
#digitalhealth
#mhealth
#ai
#iot
#socialmedia
#machinelearning
#rstats

Description:
Description
The graph represents a network of 1,534 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 January 2022 at 02:47 UTC.

The requested start date was Monday, 10 January 2022 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 13-day, 10-hour, 24-minute period from Monday, 27 December 2021 at 01:50 UTC to Sunday, 09 January 2022 at 12:15 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 : 1534
Unique Edges : 1600
Edges With Duplicates : 8132
Total Edges : 9732
Number of Edge Types : 5
Retweet : 3178
MentionsInRetweet : 4519
Mentions : 1074
Tweet : 881
Replies to : 80
Self-Loops : 949
Reciprocated Vertex Pair Ratio : 0.0372893510218716
Reciprocated Edge Ratio : 0.0718976840649845
Connected Components : 134
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 1169
Maximum Edges in a Connected Component : 9161
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.91217
Graph Density : 0.0012302147198827
Modularity : 0.237759
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,534 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 January 2022 at 02:47 UTC.

The requested start date was Monday, 10 January 2022 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 13-day, 10-hour, 24-minute period from Monday, 27 December 2021 at 01:50 UTC to Sunday, 09 January 2022 at 12:15 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:
[104] https://www.sciencedirect.com/science/article/abs/pii/S0142961220304099
[57] http://www.socialpharma.net
[56] https://www.consalud.es/opinion/mirar-virus_107969_102.html
[47] http://TheHerdLocker.com
[31] https://www.medicalplasticsnews.com/medical-plastics-industry-insights/medical-plastics-in-digital-health-insights/three-trends-helping-medical-device-organisations-go-digital/
[30] https://mobidev.biz/blog/technology-trends-healthcare-digital-transformation
[28] https://newatlas.com/wearables/biped-collision-avoidance-blind/
[24] https://www.theverge.com/2022/1/7/22872063/elizabeth-holmes-theranos-guilty-startups?utm_source=dlvr.it&utm_medium=twitter
[23] https://www.mobihealthnews.com/news/emea/what-s-next-digital-health-2022-0
[21] https://www.hindawi.com/journals/acisc/2022/9970363/

Top URLs in Tweet in G1:
[16] http://TheHerdLocker.com
[11] https://www.medigy.com/topic/medigy-telemedicine/
[10] https://t.co/OEq2o5zSxx
[9] http://www.mobihealthnews.com/content/study-apple-watch-paired-deep-neural-network-detects-atrial-fibrillation-97-percent-accuracy
[9] http://www.socialpharma.net
[9] https://spirit-digital.co.uk/?utm_source=twitter&utm_medium=joao-bocas
[8] https://httpslink.com/HWESPPP
[8] http://www.fiercehealthcare.com/mobile/why-one-doctor-opted-for-telemedicine-over-a-traditional-hospital
[7] https://mailmystatements.com/solutions/
[7] https://marketing.monsenso.com/acton/sp/28259/sm-0079-1705/T/0

Top URLs in Tweet in G2:
[73] https://www.sciencedirect.com/science/article/abs/pii/S0142961220304099
[25] https://newatlas.com/wearables/biped-collision-avoidance-blind/
[22] https://www.medicalplasticsnews.com/medical-plastics-industry-insights/medical-plastics-in-digital-health-insights/three-trends-helping-medical-device-organisations-go-digital/
[15] https://www.hindawi.com/journals/acisc/2022/9970363/
[15] https://pro-writers.org/
[14] https://www.mobihealthnews.com/news/emea/what-s-next-digital-health-2022-0
[14] https://www.healthcareitnews.com/blog/ai-enabled-physicians-rethinking-care-delivery
[10] https://syncedreview.com/2021/09/09/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-100/amp/
[9] https://www.healthcareitnews.com/news/leveraging-ai-relieve-physician-stress-turbulent-times
[8] https://mobidev.biz/blog/technology-trends-healthcare-digital-transformation

Top URLs in Tweet in G3:
[22] https://www.sciencedirect.com/science/article/abs/pii/S0142961220304099
[4] https://syncedreview.com/2021/09/09/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-100/amp/
[1] https://www.sciencealert.com/a-brain-implant-has-allowed-a-blind-woman-to-see-simple-2d-shapes-and-letters/amp
[1] https://www.pymnts.com/healthcare/2021/natural-language-processing-unlocking-unstructured-patient-data-for-better-outcomes-costs/
[1] https://tectales.com/ai/deep-learning-boosts-mri-detection-of-adhd.html
[1] https://neurosciencenews.com/ai-brain-function-19830/
[1] https://www.bloomberg.com/news/articles/2021-12-16/scientists-design-living-machines-from-frog-cells-through-biology-and-robotics
[1] https://techmonitor.ai/techonology/emerging-technology/robot-skin-progress-neuromorphic
[1] https://buzzinspired.com/smart-contact-lenses/smart-contact-lenses-infographic/
[1] https://www.stratasysdirect.com/resources/infographics/3d-printing-guide-infographic

Top URLs in Tweet in G4:
[40] http://www.socialpharma.net
[20] https://www.theverge.com/2022/1/7/22872063/elizabeth-holmes-theranos-guilty-startups?utm_source=dlvr.it&utm_medium=twitter
[18] https://mhealthwatch.com/dentitox-pro-review/?utm_source=dlvr.it&utm_medium=twitter
[16] https://mobidev.biz/blog/technology-trends-healthcare-digital-transformation
[15] https://www.bloombergquint.com/onweb/israel-to-start-giving-4th-vaccine-dose-to-people-older-than-60?utm_source=dlvr.it&utm_medium=twitter
[15] https://www.bloombergquint.com/technology/silver-lake-backed-startup-ousts-chairman-over-antisemitic-email?utm_source=dlvr.it&utm_medium=twitter
[15] https://www.bloombergquint.com/business/citigroup-confronts-vaccine-holdouts-in-no-jab-no-job-mandate?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.theverge.com/2021/12/29/22846610/canoo-fire-california-august-startup-battery-lithium-ion?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.mobihealthnews.com/news/vc-talks-why-funding-may-slow-down-2022?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.bloombergquint.com/business/left-behind-in-pandemic-africa-aims-for-vaccine-self-reliance?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[23] http://TheHerdLocker.com
[20] https://believeperform.com/taking-time-for-yourself-even-when-you-dont-feel-like-it/
[18] https://www.linkedin.com/pulse/social-media-atanas-g-atanasov/
[14] https://believeperform.com/product/how-not-to-respond-when-a-colleague-talks-to-you-about-their-mental-health/
[9] https://believeperform.com/product/how-teachers-can-support-students-to-manage-negative-emotions/
[8] https://believeperform.com/2-building-your-confidence/
[7] https://www.thelundreport.org/content/laws-shield-hospitals-families-who-believe-loved-ones-contracted-covid-there
[6] https://www.medicalplasticsnews.com/medical-plastics-industry-insights/medical-plastics-in-digital-health-insights/three-trends-helping-medical-device-organisations-go-digital/
[6] https://economictimes.indiatimes.com/news/science/antibodies-that-can-block-omicron-variant-identified/articleshow/88561817.cms?from=mdr
[6] https://www.mdpi.com/2072-6643/14/2/233

Top URLs in Tweet in G6:
[5] https://www.instagram.com/accounts/login/
[4] https://www.ssidecisions.com/blogs/advanced-analytics/the-potential-applications-and-limitations-of-ai-in-healthcare/
[3] https://www.sciencedirect.com/science/article/abs/pii/S0142961220304099
[2] https://teckro.com/podcast-andrea-parish-site-engagement?utm_content=190715778&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[2] https://www.eHealthTraining.com.au/Adelaide
[2] https://www.theverge.com/2022/1/5/22869361/tiktok-atmosphere-waiting-rooms?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theverge.com/2022/1/5/22868777/everdrone-drone-defibrillator-health-tech-sweden?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.healthcareitnews.com/news/it-execs-talk-priorities-and-predictions-2022
[1] https://teckro.com/news-and-events/the-trouble-with-clinical-trials?utm_campaign=Awe&utm_content=193172846&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947
[1] https://teckro.com/resources/webinar-is-your-clinical-trial-protocol-fit-for-purpose?utm_campaign=Awe&utm_content=190730843&utm_medium=social&utm_source=twitter&hss_channel=tw-3955942947

Top URLs in Tweet in G7:
[8] https://www.mindinventory.com/healthcare-solutions.php
[6] https://picrew.me/image_maker/197705
[6] https://www.mhealth.ru/life/experience/vashe-totemnoe-zhivotnoe-opredelite-na-kakogo-zverya-vy-pohozhi-bolshe-vsego/
[3] https://www.researchandmarkets.com/
[3] https://mhealthintelligence.com/news/lack-of-mhealth-technologies-disrupts-workflows-for-hospitalists?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.mhealth.ru/heroes/movies-heroes/ya-ne-chelovek-s-kartinki-ne-ken-dlya-barbi-intervyu-s-aleksandrom-petrovym-obo-vsem-chto-seychas-volnuet-aktera/
[2] https://www.newsweek.com/more-younger-adults-colorectal-cancer-scientists-warn-1450175
[1] https://healthtechreach.com/news/telemedicine-market-2022-beyond-a-brief-study-of-estimates-and-forecasts/
[1] https://www.ferra.ru/review/health/mHealth-Implants.htm?utm_source=social
[1] https://thecustomwriting.com/d4-swot-mhealth-operations-management-homework-help/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G8:
[1] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1001953
[1] https://physicsworld.com/a/wearable-device-provides-advance-warning-of-epileptic-seizures/
[1] https://blogs.bmj.com/bjsm/?p=9975
[1] https://medcitynews.com/2021/10/digital-identity-vital-to-delivering-on-the-promise-of-virtual-care/
[1] https://www.vice.com/en/article/vb5vnb/burner-phones-rise-nokia-basic-data
[1] https://www.healthcareguys.com/2022/01/05/digital-healthcare-trends-to-look-for-in-2022/
[1] https://www.travelandleisure.com/travel-news/france-corsica-launches-digital-health-pass-vaccine-certificates
[1] https://www.mobihealthnews.com/news/digital-interventions-may-help-folks-chronic-conditions-monitor-manage-care-according-jama
[1] https://cuticahealth.com/are-bluetooth-wearable-devices-harmful-to-the-body
[1] http://mhealth.mobiuso.com/?read=https%3A%2F%2Fwww.emarketer.com%2Fcontent%2Fpatients-turning-mobile-health-apps-their-healthcare

Top URLs in Tweet in G9:
[2] https://mhealth-hub.org/download/wp5-policy-and-innovation-policy-framework-document-contributing-to-the-policy-framework-for-eu-on-cross-border-adoption-and-assessment-of-innovation
[2] https://mhealth-hub.org/msaude-platform
[2] https://www.fundacionisys.org/es/blogs/social/sociedad/864-competencias-digitales-para-aplicar-la-salud-digital?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficodic
[2] https://www.fundacionisys.org/es/apps-de-salud/todas-las-apps?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficodic
[2] https://www.fundacionisys.org/es/que-hacemos/internet-y-salud?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficodic
[2] https://www.fundacionisys.org/es/blogs/profesional/profesional/850-isyscore-pro-una-metodologia-para-evaluar-objetivamente-las-apps-para-profesionales-de-la-salud?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficodic
[2] https://www.fundacionisys.org/es/la-fundacion/equipo?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=&utm_campaign=traficodic
[2] https://www.youtube.com/fundacionisys
[1] https://twitter.com/thibaudguymard/status/1478316541930319872
[1] https://pubmed.ncbi.nlm.nih.gov/33738594/

Top URLs in Tweet in G10:
[55] https://www.consalud.es/opinion/mirar-virus_107969_102.html
[14] https://www.consalud.es/opinion/antiheroes-sanitarios_107200_102.html
[1] http://TheHerdLocker.com

Top Domains
Top Domains in Tweet in Entire Graph:
[264] bloombergquint.com
[221] siliconvalley.com
[213] theverge.com
[167] mobihealthnews.com
[167] httpslink.com
[116] sciencedirect.com
[70] consalud.es
[64] twitter.com
[61] gadgetsandwearables.com
[57] socialpharma.net

Top Domains in Tweet in G1:
[162] httpslink.com
[74] mobihealthnews.com
[41] medium.com
[37] siliconvalley.com
[27] forbes.com
[20] youtube.com
[19] bloombergquint.com
[17] twitter.com
[16] theherdlocker.com
[15] theverge.com

Top Domains in Tweet in G2:
[76] sciencedirect.com
[38] siliconvalley.com
[36] theverge.com
[31] bloombergquint.com
[25] mobihealthnews.com
[25] newatlas.com
[23] healthcareitnews.com
[22] medicalplasticsnews.com
[20] twitter.com
[16] hindawi.com

Top Domains in Tweet in G3:
[23] sciencedirect.com
[4] syncedreview.com
[3] theverge.com
[1] sciencealert.com
[1] pymnts.com
[1] tectales.com
[1] neurosciencenews.com
[1] bloomberg.com
[1] techmonitor.ai
[1] buzzinspired.com

Top Domains in Tweet in G4:
[211] bloombergquint.com
[151] theverge.com
[142] siliconvalley.com
[56] mobihealthnews.com
[40] socialpharma.net
[39] mhealthwatch.com
[37] hitconsultant.net
[35] gadgetsandwearables.com
[26] ubergizmo.com
[25] digitalhealth.net

Top Domains in Tweet in G5:
[51] believeperform.com
[25] theherdlocker.com
[18] linkedin.com
[16] theguardian.com
[12] mdpi.com
[11] nih.gov
[8] healthcareitnews.com
[7] thelundreport.org
[7] mobihealthnews.com
[7] indiatimes.com

Top Domains in Tweet in G6:
[32] teckro.com
[7] theverge.com
[6] com.au
[5] instagram.com
[4] digitalhealth.net
[4] ssidecisions.com
[3] siliconvalley.com
[3] mobihealthnews.com
[3] sciencedirect.com
[3] beckershospitalreview.com

Top Domains in Tweet in G7:
[12] mhealth.ru
[8] mindinventory.com
[6] jmir.org
[6] mhealthintelligence.com
[6] picrew.me
[6] twitter.com
[3] linkedin.com
[3] researchandmarkets.com
[3] seacoastonline.com
[2] newsweek.com

Top Domains in Tweet in G8:
[2] healthtechdigital.com
[1] plos.org
[1] physicsworld.com
[1] bmj.com
[1] medcitynews.com
[1] vice.com
[1] healthcareguys.com
[1] travelandleisure.com
[1] mobihealthnews.com
[1] cuticahealth.com

Top Domains in Tweet in G9:
[10] fundacionisys.org
[8] mhealth-hub.org
[2] twitter.com
[2] youtube.com
[1] nih.gov
[1] researchprotocols.org
[1] jmir.org
[1] google.com
[1] digitalhealthnews.eu
[1] futurity.org

Top Domains in Tweet in G10:
[69] consalud.es
[1] theherdlocker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1589] digitalhealth
[1520] mhealth
[1361] ai
[1099] iot
[888] socialmedia
[838] machinelearning
[669] rstats
[665] reactjs
[650] analytics
[533] python



Top Hashtags in Tweet in G1:
[650] mhealth
[295] digitalhealth
[98] healthcare
[79] socialmedia
[69] hcsm
[69] ehealth
[66] telehealth
[65] ai
[60] healthtech
[55] patientpayments

Top Hashtags in Tweet in G2:
[642] ai
[525] machinelearning
[489] iot
[427] analytics
[412] rstats
[408] reactjs
[355] python
[283] digitalhealth
[213] iiot
[210] ml

Top Hashtags in Tweet in G3:
[247] ai
[246] machinelearning
[223] rstats
[223] reactjs
[213] iot
[166] analytics
[149] python
[104] ml
[101] linux
[86] iiot

Top Hashtags in Tweet in G4:
[768] digitalhealth
[663] socialmedia
[334] digitalmarketing
[311] iot
[303] ai
[286] industry40
[270] healthtech
[269] mhealth
[33] healthcare
[24] wearables

Top Hashtags in Tweet in G5:
[122] dhpsp
[63] hospitalstalktolovedones
[59] mhealth
[56] npmnd
[55] digitalhealth
[34] mentalhealth
[34] crbiotech
[33] inpst
[25] telehealth
[23] medtwitter

Top Hashtags in Tweet in G6:
[67] mhealth
[63] ai
[38] clinicaltrials
[38] digitalhealth
[37] medtech
[33] meded
[33] pharma
[32] protocol
[32] teckrotheanswer
[32] biotech

Top Hashtags in Tweet in G7:
[21] mhealth
[13] healthcare
[9] appdevelopment
[3] help
[3] ehealth
[2] covid19
[2] mobility
[2] medicalapp
[2] mobilitysolutions
[2] support

Top Hashtags in Tweet in G8:
[6] digitalhealth
[4] healthtech
[2] wearables
[2] healthcare
[2] digitalcare
[2] telehealth
[2] nhs
[2] nhsx
[2] mhealth
[1] caregivers

Top Hashtags in Tweet in G9:
[42] mhealth
[20] europeanmhealthhub
[14] ehealth
[13] diverse
[13] clinicaltrials
[13] diversity
[8] mobilehealth
[6] digitalhealth
[6] appdesalud
[4] msaúde

Top Hashtags in Tweet in G10:
[70] mhealth
[55] digitalhealth
[16] saluddigital
[16] healthcare
[16] esalud

Top Words
Top Words in Tweet in Entire Graph:
[1589] #digitalhealth
[1517] #mhealth
[1361] #ai
[1102] #iot
[888] #socialmedia
[874] _timos_
[838] #machinelearning
[779] analytics_699
[669] #rstats
[665] #reactjs

Top Words in Tweet in G1:
[649] #mhealth
[295] #digitalhealth
[155] health
[124] patient
[121] _timos_
[108] mailmystatement
[98] #healthcare
[97] healthcare
[79] #socialmedia
[78] 2022

Top Words in Tweet in G2:
[642] #ai
[525] #machinelearning
[500] analytics_699
[491] #iot
[427] #analytics
[412] #rstats
[408] #reactjs
[355] #python
[283] #digitalhealth
[226] kred

Top Words in Tweet in G3:
[247] #ai
[246] #machinelearning
[234] analytics_699
[223] #rstats
[223] #reactjs
[213] #iot
[166] #analytics
[149] #python
[104] #ml
[101] #linux

Top Words in Tweet in G4:
[768] #digitalhealth
[663] #socialmedia
[546] _timos_
[334] #digitalmarketing
[311] #iot
[303] #ai
[286] #industry40
[270] #healthtech
[269] #mhealth
[135] gt

Top Words in Tweet in G5:
[186] _sivasai
[122] #dhpsp
[63] #hospitalstalktolovedones
[59] #mhealth
[58] believephq
[56] #npmnd
[55] #digitalhealth
[36] _atanas_
[34] #mentalhealth
[34] #crbiotech

Top Words in Tweet in G6:
[70] margaretsiegien
[67] #mhealth
[63] #ai
[38] #clinicaltrials
[38] #digitalhealth
[37] #medtech
[33] #meded
[33] #pharma
[32] #protocol
[32] #teckrotheanswer

Top Words in Tweet in G7:
[41] mhealth
[24] healthcare
[21] #mhealth
[13] #healthcare
[13] industry
[10] highly
[10] app
[9] medical
[9] #appdevelopment
[9] services

Top Words in Tweet in G8:
[9] wearablesexpert
[6] #digitalhealth
[6] buds_uk
[5] dhealthldn
[5] digital
[4] digitalhealth2
[4] #healthtech
[4] digitalhealthj
[3] health
[3] healthcare

Top Words in Tweet in G9:
[40] #mhealth
[20] #europeanmhealthhub
[15] populations
[15] eumhealthhub
[14] #ehealth
[13] article
[13] importance
[13] #diverse
[13] phenotypic
[13] #clinicaltrials

Top Words in Tweet in G10:
[124] consalud_es
[70] #mhealth
[69] co
[69] xa
[69] sbr
[55] mirar
[55] hacia
[55] virus
[55] 9jdlyzmk3h
[55] #digitalhealth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[887] #digitalhealth,#socialmedia
[788] #machinelearning,#ai
[665] #rstats,#reactjs
[631] #reactjs,#iot
[587] #analytics,#machinelearning
[522] #ai,#python
[421] #python,#rstats
[410] #socialmedia,#digitalmarketing
[320] #iot,#iiot
[245] #ai,#rstats

Top Word Pairs in Tweet in G1:
[79] #digitalhealth,#socialmedia
[57] #mhealth,#hcsm
[48] #hcsm,#hcsmeu
[43] #mhealth,#digitalhealth
[43] digital,health
[30] #mhealth,#patientpayments
[30] gt,gt
[28] #digitalhealth,#mhealth
[26] #socialmedia,#digitalmarketing
[25] learn,more

Top Word Pairs in Tweet in G2:
[499] #machinelearning,#ai
[408] #rstats,#reactjs
[389] #analytics,#machinelearning
[388] #reactjs,#iot
[345] #ai,#python
[274] #python,#rstats
[212] #iot,#iiot
[135] #ai,#rstats
[123] #digitalhealth,#socialmedia
[115] #analyics,#machinelearning

Top Word Pairs in Tweet in G3:
[245] #machinelearning,#ai
[223] #rstats,#reactjs
[211] #reactjs,#iot
[166] #analytics,#machinelearning
[149] #ai,#python
[128] #python,#rstats
[95] #ai,#rstats
[86] #iot,#iiot
[79] #ml,#linux
[79] #analyics,#machinelearning

Top Word Pairs in Tweet in G4:
[663] #digitalhealth,#socialmedia
[334] #socialmedia,#digitalmarketing
[90] gt,gt
[73] #digitalmarketing,#iot
[73] #socialmedia,#digitalm
[61] #healthtech,#iot
[61] #iot,#healthtech
[61] 2022,#digitalhealth
[60] #digitalmarketing,#ai
[59] #iot,#industry40

Top Word Pairs in Tweet in G5:
[63] #dhpsp,#hospitalstalktolovedones
[52] #hospitalstalktolovedones,#npmnd
[27] believephq,#dhpsp
[24] shared,#mhealth
[23] #npmnd,#inp
[23] #digitalhealth,#mhealth
[23] twitter's,shared
[23] #mhealth,content
[23] free,realtime
[23] realtime,reports

Top Word Pairs in Tweet in G6:
[34] #mhealth,#medtech
[32] #medtech,#meded
[32] #ai,#biotech
[31] #protocol,#mhealth
[30] #meded,#pharma
[30] #pharma,#ai
[25] #clinicaltrials,#teckrotheanswer
[23] #teckrotheanswer,#clinicaltrial
[23] #clinicaltrial,#trials
[23] #trials,#protocol

Top Word Pairs in Tweet in G7:
[8] mindinventory,offers
[8] offers,highly
[8] highly,scalable
[8] scalable,efficient
[8] medical,#appdevelopment
[8] #appdevelopment,services
[8] laboratories,contact
[8] contact,experts
[7] efficient,healthcare
[7] healthcare,medical

Top Word Pairs in Tweet in G8:
[3] dhealthldn,digitalhealthj
[3] wearablesexpert,digitalhealth2
[2] wearablesexpert,wearabletech
[2] buds_uk,dhealthldn
[2] digitalhealth2,dhealthldn
[2] #digitalhealth,#healthtech
[2] #healthtech,#nhs
[2] #nhs,#nhsx
[2] #nhsx,#mhealth

Top Word Pairs in Tweet in G9:
[13] article,importance
[13] importance,#diverse
[13] #diverse,phenotypic
[13] phenotypic,populations
[13] populations,#clinicaltrials
[13] #clinicaltrials,gender
[13] gender,ethnic
[13] ethnic,#diversity
[12] drjhonatanmd,article
[10] #ehealth,#mhealth

Top Word Pairs in Tweet in G10:
[69] xa,consalud_es
[69] consalud_es,sbr
[69] sbr,#mhealth
[55] mirar,hacia
[55] hacia,virus
[55] virus,consalud_es
[55] consalud_es,co
[55] co,9jdlyzmk3h
[55] 9jdlyzmk3h,xa
[55] #mhealth,#digitalhealth

Top Replied-To
Top Replied-To in Entire Graph:
@skepticalzebra
@flyingwithzain
@enilev
@labordeolivier
@dr_ellie
@ali_mhealth
@essexpr
@gerald_bader
@coachkarenbrown
@isansys

Top Replied-To in G1:
@isansys
@ugathom
@the_transit_guy
@webmd
@ibdinvestors
@briconferences
@iotguide
@shyamvaran

Top Replied-To in G2:
@enilev
@labordeolivier
@gerald_bader
@drhowardliu
@_atanas_
@frronconi
@albertoemachado

Top Replied-To in G9:
@judy624053391
@medtech_uulm
@thedigitalrad
@kokkinos96
@eskillseurope
@drjishen
@dochtor24
@karliwalti

Top Mentioned
Top Mentioned in Entire Graph:
@_timos_
@analytics_699
@_sivasai
@kred
@mailmystatement
@eli_krumova
@cloudpreacher
@hubbucket
@consalud_es
@margaretsiegien

Top Mentioned in G1:
@_timos_
@mailmystatement
@digitalsalutem
@ariannacblue
@thibaudguymard
@armmanindia
@teckroofficial
@eli_krumova
@eumhealthhub
@kred

Top Mentioned in G2:
@analytics_699
@_timos_
@kred
@_sivasai
@eli_krumova
@cloudpreacher
@biped_ai
@enilev
@glengilmore
@heinzvhoenen

Top Mentioned in G3:
@analytics_699
@cloudpreacher
@eli_krumova
@_timos_
@ces
@kred
@wil_bielert
@margaretsiegien
@coschris4
@prowritersessay

Top Mentioned in G4:
@_timos_
@_sivasai
@analytics_699
@mobidev_
@andi_staub
@pierrepinna
@a
@axtria
@cloudpreacher
@nasscomr

Top Mentioned in G5:
@_sivasai
@believephq
@_atanas_
@rajeevksingla
@dhpsp
@sciencecommuni2
@nawazfaisal_ai
@_inpst
@guardian
@veeslerlab

Top Mentioned in G6:
@margaretsiegien
@_timos_
@pawlowskimario
@deeplearn007
@drferdowsi
@nicochan33
@teckroofficial
@haroldsinnott
@analytics_699
@vthornleymd

Top Mentioned in G7:
@fr_hossain
@chino_api
@resnicklr
@judsontelemed

Top Mentioned in G8:
@wearablesexpert
@buds_uk
@dhealthldn
@digitalhealth2
@digitalhealthj
@ukthcnews
@telehealthorg
@wearabletech
@lizashallpayne
@nhsx

Top Mentioned in G9:
@eumhealthhub
@drjhonatanmd
@calidadacsa
@who
@itu
@eu_commission
@nhsconfed_eu
@balidea
@fundacionisys
@calidadappsalud

Top Mentioned in G10:
@consalud_es
@dralfonsovidal
@thl_medical

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@alerttrade
@cybersec_feeds
@chidambara09
@hrblock_21
@gambiste1
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot

Top Tweeters in G1:
@animatorspal
@lifetime_life
@ricardo_ik_ahau
@akwyz
@caring_mobile
@wordfinga
@greentechdon
@entrepreneur
@bekalombardo
@outsidemagazine

Top Tweeters in G2:
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@ipythonistabot
@morolswediu
@discovertech3
@coderretweet
@fabriciosx

Top Tweeters in G3:
@javascriptd
@cybersecurityn8
@coder_487
@womencodersbot
@codewithtwitchi
@laveilletechno
@_reactdev
@blkhwk0ps
@botfordev
@fmfrancoise

Top Tweeters in G4:
@sectest9
@thesecretjunio1
@stanleyepstein
@gdprai
@_timos_
@prosper_kenn
@fortivus
@dtw_om
@sachatb
@e_nterdiscipl

Top Tweeters in G5:
@wildwillow65
@guardian
@amor_vuelvetx
@natricer
@triprr
@gallerychapel
@forbes
@mentalhealthbo5
@preciso_com
@kat_missouri

Top Tweeters in G6:
@sincerelyessie
@calcaware
@bot_innovation
@nicochan33
@education_24x7
@releaseteam
@lesguer_lionel
@drferdowsi
@satyajit1910
@mediapython

Top Tweeters in G7:
@newsfilterio
@medical_news_j
@prison_health
@newsfrombw
@samuraifinans
@rockwithucheol
@gift_wellness
@judsontelemed
@kienaikamo
@fostersdailydem

Top Tweeters in G8:
@modrnhealthcr
@nhsengland
@waronepilepsy
@bjsm_bmj
@epilepsyaction
@digicatapult
@epilepsysociety
@mhealth1
@digitalhealth2
@youngepilepsy

Top Tweeters in G9:
@antoni_baena
@jorgeregueirace
@zgjr
@elpaki
@saludand
@healtheugene
@eu_commission
@chemacepeda
@umutelmas
@glblhlthtwitbot

Top Tweeters in G10:
@caval100
@fosforo777
@intrepido221bx
@maria6tata
@laporres
@consalud_es
@chichodisanto
@dralfonsovidal
@luisaranton
@pirocarasu