The graph represents a network of 3,970 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, 25 November 2022 at 23:17 UTC.
The requested start date was Friday, 25 November 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 6-day, 15-hour, 22-minute period from Friday, 18 November 2022 at 09:36 UTC to Friday, 25 November 2022 at 00:58 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
Vertices : 3970
Unique Edges : 3027
Edges With Duplicates : 11691
Total Edges : 14718
Number of Edge Types : 5
MentionsInRetweet : 5777
Mentions : 2372
Retweet : 4346
Tweet : 2114
Replies to : 109
Self-Loops : 2218
Reciprocated Vertex Pair Ratio : 0.0505940973553085
Reciprocated Edge Ratio : 0.096315213425757
Connected Components : 610
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 2193
Maximum Edges in a Connected Component : 11550
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.576803
Graph Density : 0.00034791041148244
Modularity : 0.342204
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,970 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, 25 November 2022 at 23:17 UTC.
The requested start date was Friday, 25 November 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 6-day, 15-hour, 22-minute period from Friday, 18 November 2022 at 09:36 UTC to Friday, 25 November 2022 at 00:58 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 URLs in Tweet in Entire Graph:
[338] https://twinybots.ch/ [170] https://digitalhealthcareworldcongress.com/ [162] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137?hl=en [123] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [65] https://www.google.com/maps/place/Allied+Technologies/@36.0350984,-86.8281625,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137?hl=en [59] https://isaac.care/ [53] https://www.forbes.com/sites/forbestechcouncil/2022/11/23/emotion-ai-why-its-the-future-of-digital-health/?sh=192710fc6516 [48] https://www.etsy.com/shop/ArtDesignByOlha?ref=seller-platform-mcnav [46] https://consultantdipak.blogspot.com/2021/11/top-10-digital-marketing-agencies-in-usa.html [42] https://www.additudemag.com/slideshows/digital-therapeutics-adhd-games-apps/#Medical Top URLs in Tweet in G1:
[303] https://twinybots.ch/ [170] https://digitalhealthcareworldcongress.com/ [162] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137?hl=en [123] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [65] https://www.google.com/maps/place/Allied+Technologies/@36.0350984,-86.8281625,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137?hl=en [59] https://isaac.care/ [48] https://www.etsy.com/shop/ArtDesignByOlha?ref=seller-platform-mcnav [46] https://consultantdipak.blogspot.com/2021/11/top-10-digital-marketing-agencies-in-usa.html [45] https://www.forbes.com/sites/forbestechcouncil/2022/11/23/emotion-ai-why-its-the-future-of-digital-health/?sh=192710fc6516 [41] https://www.additudemag.com/slideshows/digital-therapeutics-adhd-games-apps/#Medical Top URLs in Tweet in G2:
[2] https://kfshrcapps.kfshrc.edu.sa/ehalahweb/ [2] https://ngha.med.sa/Arabic/EServices/Pages/medalg.aspx [1] https://digitalhealth.sfh.med.sa/OpenMR/pages/Login.aspx [1] http://digitalhealth.sfh.med.sa/OpenMR/pages/L Top URLs in Tweet in G3:
[28] https://twinybots.ch/ [9] https://brazilsfe.blogspot.com/2015/05/ncm-nomenclatura-comum-do-mercosul.html [5] https://telehealth.org/telemedicine-cpt-codes/ [4] https://bloodsugarbreakthrough.health/digistore [4] https://www.bqprime.com/business/blusmart-ev-mobility-startup-is-taking-on-ola-and-uber?utm_source=dlvr.it&utm_medium=twitter [4] https://www.digitalhealth.net/2022/11/hee-launches-vr-app-for-nurses-to-experience-prison-healthcare-settings/ [3] https://www.bqprime.com/business/holding-off-relaunch-of-twitters-blue-verified-elon-musk?utm_source=dlvr.it&utm_medium=twitter [3] https://web3africa.news/2022/07/07/news/afya-rekod-kenya-launches-the-first-ever-blockchain-based-healthcare-solution/ [3] - [3] https://www.digitalhealth.net/2022/11/aide-health-secures-1-2m-funding-to-support-long-term-conditions/ Top URLs in Tweet in G4:
[25] https://www.giant.health/tickets [11] http://www.giant.health/tickets [4] https://www.digitalhealth.net/2022/11/mixed-reactions-to-autumn-statement-on-nhs-funding-increase/ [3] https://www.digitalhealth.net/events/interoperability-challenges-faced-by-the-nhs/ [3] https://www.digitalhealth.net/includes/images/news0254/PDF/Newcastle_Declaration_interactive_doc.pdf [2] https://digitalhealthrewired.com/ai-and-data-stage/ [2] https://www.businessleader.co.uk/nhs-digital-invests-over-10m-on-remote-working-devices/ [2] https://www.spectator.com.au/2022/11/g20-leaders-declare-global-digital-health-network/ [2] https://www.digitalhealth.net/2022/11/middlesex-university-leads-training-course-on-working-with-robots/ [2] https://www.digitalhealth.net/2022/11/birmingham-and-district-use-virtual-waiting-room-to-maintain-patient-safety/ Top URLs in Tweet in G5:
[5] Social [4] https://www.healthtechalpha.com/research/global-digital-health-ecosystem-2022-3rd-quarter-report?utm_campaign=FINN [3] https://medtech.pharmaintelligence.informa.com/articles/2022/11/17/hlth-2022-roundup-mirvie-grail-biofourmis-komodo-health-babson-diagnostics [3] https://healthcarenowradio.com/programs/this-just-in/ [3] https://www.theverge.com/2022/11/10/23451084/wearable-whoop-premature-birth-pregnancy-study [2] https://digitalhealth.modernhealthcare.com/finance/5-takeaways-hlth-economic-troubles-loom-large?utm_content=228497828&utm_medium=social&utm_source=linkedin&hss_channel=lcp-3221802 [2] https://app.healthtechalpha.com/ventures?utm_campaign=Regular [2] https://www.healthcarenowradio.com/newly-released-podcasts-11-23-22/ [2] https://healthcarenowradio.airtime.pro/ [2] https://techcrunch.com/2022/11/15/amazon-clinic-telehealth-telemedicine/amp/ Top URLs in Tweet in G6:
[10] https://www.wolterskluwer.com/en/expert-insights/three-pillars-of-healthcare-technology-predictions-in-2023?utm_content=buffer5f73a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [7] https://www.globaliqx.com/boost-life-insurance-sales-with-a-digital-customer-experience/?utm_content=bufferae180&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [7] https://www.forbes.com/sites/forbestechcouncil/2022/11/23/emotion-ai-why-its-the-future-of-digital-health/?sh=192710fc6516 [5] https://www.wolterskluwer.com/en/expert-insights/three-pillars-of-healthcare-technology-predictions-in-2023?utm_content=bufferff77f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [5] https://www.digitalhealth.net/2022/11/inhealthcare-redefining-healthcare-with-digital-technologies/?utm_content=bufferef2e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [4] https://www.globaliqx.com/boost-life-insurance-sales-with-a-digital-customer-experience/?utm_content=buffer81eef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [4] https://ca.finance.yahoo.com/video/telehealth-took-pandemic-show-everyone-211010254.html?utm_content=buffer262cc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [4] https://www.cxotoday.com/interviews/technology-connects-every-element-of-the-modern-health-system/?utm_content=buffer512aa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [4] https://www.statnews.com/2022/11/22/health-tech-climate-change-data-hospitals/?utm_content=bufferb605c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [3] https://www.mobihealthnews.com/news/theranos-holmes-sentenced-more-11-years-prison?utm_source=dlvr.it&utm_medium=twitter Top URLs in Tweet in G7:
[7] https://digitalhealth.modernhealthcare.com/technology/blue-cross-plans-expand-access-prescription-digital-health-tools [6] https://digitalhealth.modernhealthcare.com/finance/can-pharma-prop-up-digital-health-recession [5] https://digitalhealth.modernhealthcare.com/finance/dispatchhealth-raises-more-330m [4] https://dariohealth.investorroom.com/2022-11-16-Dario-to-Participate-in-Craig-Hallum-and-BTIG-Digital-Health [2] https://www.hrmorning.com/news/digital-health-care-transformation/ [2] https://www.spectator.com.au/2022/11/g20-leaders-declare-global-digital-health-network/ [2] https://digitalhealth.modernhealthcare.com/finance/5-takeaways-hlth-economic-troubles-loom-large [2] https://www.modernhealthcareevents.com/event/6b073abd-9a11-4f3d-89fe-a234df4f6538/regProcessStep1?utm_source=Social&utm_medium=Twitter&utm_campaign=DHTSum&utm_term=Register&utm_medium=social&utm_source=twitter&utm_term=modrnhealthcr&utm_content=d8a0c6da-1f91-4776-b0d4-6da7d5fc5e4c [1] https://twitter.com/HIMSS/status/1595053740171542529 [1] https://www.healthcareitnews.com/news/asia/personalising-care-through-digitally-enabled-care-models Top URLs in Tweet in G8:
[11] https://www.explorationpub.com/index.php/Journals/edht/Editorial_Board [4] https://www.healthcareitnews.com/news/emea/cybersecurity-pressures-grow-hospitals-digital-health-tools-multiply [4] https://digitalpatientsafety.com/crowdsourcing/ [3] https://www.linkedin.com/pulse/social-media-atanas-g-atanasov/ [2] https://mailmystatement.medium.com/the-evolution-of-apis-in-healthcare-1bb1d66cdeb [2] https://www.healthcaredive.com/news/digital-health-funding-slow-merger-acquisitions-rock-health/636288/ [2] https://www.emrsystems.net/blog/importance-of-patient-experience/ [2] https://www.emrsystems.net/blog/how-physician-ehr-impact-provider-and-patient-experiences/ [2] https://www.emrsystems.net/blog/making-telehealth-sessions-a-hit/ [2] https://www.emrsystems.net/blog/what-does-the-future-of-emr-look-like/ Top URLs in Tweet in G9:
[11] https://www.graduateinstitute.ch/communications/events/digital-justice-how-social-media-transforming-young-peoples-health-and-rights [3] https://www.kelinkenya.org/wp-content/uploads/2022/11/2022_11_DHRP_research_report_final.pdf [2] https://noappforthis.africa [1] https://twitter.com/MariaAPinero/status/1595941220622401536 [1] https://healthpolicy-watch.news/what-role-should-the-who-play-in-regulating-digital-health-access-and-information/ [1] https://www.who.int/publications-detail-redirect/9789240056572 [1] https://twitter.com/Open_Institute/status/1590202173945974786 [1] https://twitter.com/gnpplus/status/1594640244720402432 [1] https://twitter.com/KELINKenya/status/1594991180470779904 [1] https://twitter.com/saralmdavis/status/1592448644607021058 Top URLs in Tweet in G10:
[2] https://www.medtechdive.com/news/apple-watch-APPL-h2o-parkinsons-monitoring-FDA/637014/ [2] https://bit.ly/3Djz8VH?utm_source=twitter&utm_medium=social&utm_campaign=hootsuite [2] https://ehr.meditech.com/news/meditech-and-google-health-highlight-pilot-phase-collaboration?utm_content=228064092&utm_medium=social&utm_source=twitter&hss_channel=tw-31167695 [1] https://digitalhealthtimes.com/2022/h2o-therapeutics-parky/ [1] https://bit.ly/3Aq93lV?utm_source=twitter&utm_medium=social&utm_campaign=hootsuite [1] https://bit.ly/3hBhc0m?utm_source=twitter&utm_medium=social&utm_campaign=hootsuite [1] https://www.uvic.ca/hsd/hinf/graduate/masters/index.php?utm_source=twitter&utm_medium=social&utm_campaign=hootsuite [1] https://twitter.com/HealthCities/status/1595102052199600128 [1] http://dspace.library.uvic.ca/handle/1828/3510#.Y3k4PLJTBXE.twitter [1] https://twitter.com/UVic_Alumni/status/1595085465421594629 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[727] #python,#rstats [558] digital,health [500] #analytics,#5g [473] #ai,#python [459] #blockchain,#ai [456] #ai,#saas [436] #machinelearning,#ai [429] #saas,#5g [395] #5g,#machinelearning [364] #5g,#dataanalytics Top Word Pairs in Tweet in G1:
[721] #python,#rstats [500] #analytics,#5g [471] #ai,#python [450] #blockchain,#ai [445] #ai,#saas [432] #machinelearning,#ai [419] #saas,#5g [395] #5g,#machinelearning [355] #5g,#dataanalytics [346] #rstats,#reactjs Top Word Pairs in Tweet in G2:
[337] مستشفى,مرجعي [337] العلاج,في [337] مذكور,به [337] حالة,صحية [337] كان,عندك [337] عندك,حالة [337] في,مستشفى [337] تقرير,طبي [337] مرجعي,ارفق [337] اذا,كان Top Word Pairs in Tweet in G3:
[43] digital,health [29] #digital,#digitalhealth [28] #digitalhealth,#health [27] #healthcare,#digitalhealth [16] learn,more [15] #socialmedia,#digital [15] #digitalhealth,#healthcare [12] read,more [12] #digitalhealth,#digitalhealthcare [11] #health,#healthcare Top Word Pairs in Tweet in G4:
[47] glad,announce [38] speaker,#giant2022 [28] giant_health,glad [22] full,story [20] #digitalhealth,#healthcare [19] exhibiting,#giant2022 [19] giant,health [19] #giant2022,dec [18] thebdc,dec [16] health,proudly Top Word Pairs in Tweet in G5:
[18] digital,health [8] see,mix [8] trend,fun [8] vc,#digitalhealth [8] #meded,#telemednow [8] fun,see [8] mix,#meded [8] #telemednow,vc [8] following,trend [8] #clinicalinformatics,#patientadvocacy Top Word Pairs in Tweet in G6:
[23] #digitalhealth,#ehealth [17] #ehealth,#digitalhealth [15] three,pillars [15] predictions,2023 [15] technology,predictions [13] globaliqx,three [11] sales,digital [11] experience,teamiqx [11] life,#insurance [11] digital,customer Top Word Pairs in Tweet in G7:
[19] digital,health [15] rick,anderson [15] participate,panel [15] digital,devices [15] panel,discussion [15] discussion,moving [15] moving,digital [10] devices,therapeutics [9] 11,55 [9] prescription,digital Top Word Pairs in Tweet in G8:
[50] #healthcareit,#ehealth [50] #health,#healthcareit [50] #ehealth,#healthcare [49] #healthcare,#digitalhealth [43] digital,health [25] health,technologies [22] exploration,digital [19] #healthcare,#healthcareit [19] #healthcareit,#digitalhealth [18] welcome,dr Top Word Pairs in Tweet in G9:
[24] social,media [23] webinar,#digitalhealth [17] during,webinar [17] media,harnessed [17] find,during [17] harnessed,promote [17] promote,right [17] health,find [17] right,health [16] young,people Top Word Pairs in Tweet in G10:
[9] patient,centered [9] ehr,heights [9] takes,dch [9] holistic,patient [9] summarization,feature [9] dch,health [9] search,summarization [9] feature,takes [9] health,system's [9] system's,ehr Top Replied-To in Entire Graph:
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