#healthtech, Twitter, 2/14/2020 4:53:46 AM, 221098


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#healthtech_2020-02-13_14-48-21.xlsx
#healthtech_2020-02-13_14-48-21.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 14, 2020
Short Description:
#healthtech via NodeXL http://bit.ly/38sQNbv
@mikequindazzi
@irmaraste
@johnnosta
@evankirstel
@julez_norton
@caring_mobile
@msharmas
@goi_meity
@wef
@enricomolinari

Top hashtags:
#healthtech
#ai
#healthcare
#iot
#digitalhealth
#artificialintelligence

Description:
Description
The graph represents a network of 8,043 Twitter users whose recent tweets contained "#healthtech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 13 February 2020 at 23:16 UTC.

The tweets in the network were tweeted over the 9-day, 7-hour, 21-minute period from Tuesday, 04 February 2020 at 15:23 UTC to Thursday, 13 February 2020 at 22:45 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 : 8043
Unique Edges : 31415
Edges With Duplicates : 19203
Total Edges : 50618
Number of Edge Types : 5
MentionsInRetweet : 38777
Retweet : 3463
Tweet : 2303
Replies to : 253
Mentions : 5822
Self-Loops : 2452
Reciprocated Vertex Pair Ratio : 0.0158877714865207
Reciprocated Edge Ratio : 0.0312785957906996
Connected Components : 846
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 6126
Maximum Edges in a Connected Component : 48194
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.582643
Graph Density : 0.000557544729038642
Modularity : 0.395162
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 8,043 Twitter users whose recent tweets contained "#healthtech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 13 February 2020 at 23:16 UTC.

The tweets in the network were tweeted over the 9-day, 7-hour, 21-minute period from Tuesday, 04 February 2020 at 15:23 UTC to Thursday, 13 February 2020 at 22:45 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 : TwitterSearch
Graph Term : #healthtech
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:
[56] https://udemy-free-coupons.blogspot.com/2020/02/python-car-advisor-app-real-world-data.html
[39] https://scinapse.ai/blog/data-mining-explained-and-illustrated-8-business-u
[36] https://bigdata-madesimple.com/top-5-artificial-intelligence-trends-expect-2020/
[33] https://yellrobot.com/yumi-the-robot-nurse-testing-in-texas/
[33] https://blog.datarobot.com/ai-is-broadening-its-reach-in-healthcare
[32] https://www.seattletimes.com/business/google-ceo-calls-for-regulation-of-artificial-intelligence/
[31] https://www.themandarin.com.au/123628-first-ever-artificial-neuron-could-let-us-repair-brain-injuries-with-silicon/
[31] http://2020.bioasia.in/registration-packages.html
[30] https://www.bbc.com/news/technology-51315462
[27] http://r.socialstudio.radian6.com/2e116c75-1051-4b54-bb9c-dbbe21223313

Top URLs in Tweet in G1:
[39] https://scinapse.ai/blog/data-mining-explained-and-illustrated-8-business-u
[36] https://bigdata-madesimple.com/top-5-artificial-intelligence-trends-expect-2020/
[33] https://yellrobot.com/yumi-the-robot-nurse-testing-in-texas/
[31] https://www.themandarin.com.au/123628-first-ever-artificial-neuron-could-let-us-repair-brain-injuries-with-silicon/
[30] https://www.seattletimes.com/business/google-ceo-calls-for-regulation-of-artificial-intelligence/
[29] https://www.bbc.com/news/technology-51315462
[27] https://blog.datarobot.com/ai-is-broadening-its-reach-in-healthcare
[24] https://nanonets.com/blog/deep-learning-for-medical-imaging/
[23] http://www.frontlinegenomics.com/news/29187/ocd-drug-designed-by-artificial-intelligence-set-to-enter-clinical-trials/
[19] http://news.mit.edu/2020/how-well-computers-symptoms-diseases-0108#.XjAqLWt4hiY.twitter

Top URLs in Tweet in G2:
[15] https://www.technologyreview.com/f/615153/ai-adverse-drug-interactions-chemistry-health-care/?utm_content=buffer65c24&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.raconteur.net/technology/emotionally-intelligent-ai-future
[7] https://www.pwccn.com/en/issues/technology/emerging-technologies/is-china-ready-for-intelligent-automation.pdf
[5] https://techxplore.com/news/2020-02-flexible-sensor-biometric-authentication-vital.html
[5] https://www.weforum.org/agenda/2019/01/the-anatomy-of-a-smart-city
[4] https://www.pwc.com/us/en/consumermarkets/assets/pwc-holiday-outlook-wrap-up-health-and-fitness.pdf?utm_content=buffer11d3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/vishalpanchal85
[3] https://apoqlar.com/
[3] https://www.weforum.org/agenda/2018/11/robot-carers-could-help-lonely-seniors-they-re-cheering-humans-up-already
[3] https://www.latimes.com/business/story/2020-01-03/artificial-intelligence-healthcare

Top URLs in Tweet in G3:
[41] https://udemy-free-coupons.blogspot.com/2020/02/python-car-advisor-app-real-world-data.html
[14] https://t.co/OEq2o5zSxx
[14] http://www.bioworld.com/content/ai-expected-drive-health-care-effectiveness-increase-jobs-australia-0
[11] http://datahacker.rs
[8] https://www.healthcareit.com.au/article/google-grants-u-sydney-1m-develop-ai-prevent-heart-attacks
[8] https://geneticliteracyproject.org/2018/09/10/can-artificial-intelligence-give-us-a-more-efficient-health-care-system/
[8] https://www.mobihealthnews.com/news/north-america/xrhealth-launches-vr-telehealth-clinic
[8] https://blog.crowdbotics.com/how-to-visualize-google-analytics-data-in-a-nodejs-app/
[7] https://udemy-free-coupons.blogspot.com/2020/02/blog-post.html
[7] https://healthcareitnews.com/blog/europe/iot-security-and-psychology-supplier-apathy

Top URLs in Tweet in G4:
[10] https://digitalismedical.com/
[6] https://blog.datarobot.com/ai-is-broadening-its-reach-in-healthcare
[6] https://www.linkedin.com/slink?code=enH6zZx
[4] https://getreferralmd.com/2020/01/top-healthcare-trends-to-expect-in-2020/?utm_source=ReferralMD+Healthcare+Technology+and+Marketing+Insights&utm_campaign=5c5f182b13-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_12dbd676cc-5c5f182b13-1245483197
[4] https://psychcentral.com/lib/choosing-freedom-after-decades-of-switching-addictions/
[4] https://getreferralmd.com/2020/01/the-essentials-of-successful-revenue-cycle-management/?utm_source=ReferralMD+Healthcare+Technology+and+Marketing+Insights&utm_campaign=5c5f182b13-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_12dbd676cc-5c5f182b13-1245483197
[4] https://t.co/4lUn5ti1su
[4] https://www.instagram.com/p/B7j9Jv0pn7p/?utm_source=ig_web_copy_link
[4] https://twitter.com/SafeMedicines/status/1219688643708751877
[3] https://www.telegraph.co.uk/news/telegraphchristmasappeal/11241191/How-my-dog-sniffed-out-breast-cancer-and-saved-my-life.html

Top URLs in Tweet in G5:
[4] http://datahacker.rs
[3] https://www.smartdatacollective.com/10-fascinating-examples-of-big-data-in-healthcare/
[3] https://www.forbes.com/sites/johnkoetsier/2020/02/05/ai-predicts-coronavirus-could-infect-25b-and-kill-53m-doctors-say-thats-not-credible-and-heres-why/?ss=ai#50109df711cd
[3] https://www.psychologytoday.com/intl/blog/integrative-mental-health-care/201910/artificial-intelligence-ai-and-mental-health-care
[3] https://www.forbes.com/sites/nicolemartin1/2019/10/18/how-artifical-intelligence-is-advancing-precision-medicine/#6ed1bb6a4d57
[3] https://www.forbes.com/sites/simonchandler/2019/12/19/how-medical-ai-can-save-patients-from-excessive-exposure-to-radiation/#4ca04ee415b2
[3] https://www.cio.com/article/3509462/healthcare-s-digital-transformation-5-predictions-for-2020.html
[3] https://www.plasticstoday.com/medical/activist-organization-s-call-eliminate-pvc-medical-devices-puts-patients-risk-says-vinyl-institute/26969793862378
[2] https://time.com/5650360/artificial-intelligence-health-care/
[2] https://www.healthdatamanagement.com/news/health-plans-continue-to-add-digital-platforms-for-mental-health

Top URLs in Tweet in G6:
[14] https://www.healthandtech.eu/fr/login/crashcookie/
[13] https://www.latribune.fr/technos-medias/innovation-et-start-up/la-healthtech-la-mine-d-or-meconnue-de-la-french-tech-839460.html
[8] https://www.maddyness.com/2020/02/06/dassault-systemes-sante-voiture-autonome/
[4] https://techtomed.com/la-healthtech-pour-predire-les-epidemies/
[3] https://www.youtube.com/watch?v=L6YtgeJP4_4&feature=youtu.be

[3] https://www.binah.ai/healthcare-ai-predictions-for-2020/
[3] https://www.agefi.fr/corporate/actualites/quotidien/20200206/healthtech-francaise-gagne-en-maturite-trouve-292654
[2] http://france-biotech.streameo.fr/event.html
[2] https://www.idigitalhealth.com/news/ai-big-data-existing-challenges
[2] https://www.latribune.fr/technos-medias/innovation-et-start-up/la-healthtech-la-mine-d-or-meconnue-de-la-french-tech-839460.html#xtor=EPR-2-[l-actu-du-jour]-20200212

Top URLs in Tweet in G7:
[5] https://venturebeat.com/2020/02/06/ai-5g-and-medical-iot-can-help-deliver-the-promise-of-precision-medicine/
[3] https://www.zdnet.com/video/victoria-to-use-ai-to-detect-heart-attacks-on-emergency-calls/
[2] https://www.fiercehealthcare.com/tech/how-anthem-using-blockchain-technology-to-free-up-patients-data
[2] https://www.entrepreneur.com/article/326203
[2] https://www.techcircle.in/2020/02/12/premji-invest-leads-126-mn-growth-round-in-healthtech-firm-iora?utm_source=twitter&utm_medium=social&utm_campaign=Premji%20Invest%20leads%20$126%20mn%20growth%20round%20in%20healthtech%20firm%20Iora
[2] https://www.technologyreview.com/s/615148/a-new-implant-for-blind-people-jacks-directly-into-the-brain/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[2] https://www.eventbrite.ca/e/the-io-healthtech-pre-accelerator-pitch-finale-tickets-92724821437
[1] https://twitter.com/evankirstel/status/1227467370656038913
[1] https://twitter.com/Ronald_vanLoon/status/1224833501477986304
[1] https://twitter.com/enricomolinari/status/1225056733237669888

Top URLs in Tweet in G8:
[6] https://www.linkedin.com/posts/366pi_reimagining-healthcare-through-health-information-activity-6581810829757378561-lrxT
[3] https://docs.google.com/forms/d/e/1FAIpQLScZ-ELxkJuPttohw8nhyQbPTKYEGhk-oL0gygagVoECwZzEdw/viewform?usp=send_form
[3] https://docs.google.com/document/d/1xpCHv_AyVRXWqDPr9fFpr_l5MF_M1JW154CZ82OwlSI/edit
[3] https://www.healthtechdigital.com/hospital-axes-the-fax-with-paperless-clinician-to-clinician-referrals/
[3] https://forms.zohopublic.eu/govdata1/form/ClientDetails/formperma/sksyMKh6s5DmGwBkKVkN6nDeu9of3R7T5C97aRyUBz4?referrername=twitter
[2] https://uclpartners.com/innovators-business/company-engagement-form/?utm_source=Twitter
[2] https://www.wired.co.uk/article/st-bone-printer
[2] https://www.onehealthtech.com/events-1/oht-stockholm-launch-panel-disucssion-on-working-in-healthtech
[2] https://www.bbc.co.uk/news/technology-51315462
[2] https://www.healthtechdigital.com/a-revolution-in-laparoscopic-training-karl-storz-and-virtamed-leap-beyond-vr-simulation/

Top URLs in Tweet in G9:
[8] https://www.aarp.org/ppi/info-2020/shaping-the-future-of-digital-health.html
[3] https://twitter.com/nasaitech/status/1227415822999654401
[3] https://www.forbes.com/sites/estrellajaramillo/2020/01/08/femtech-2020-investors-trends-and-opportunities-in-womens-health-technology/#3b6b1fcc7d54
[3] http://mhealth.mobiuso.com
[3] https://straighttalk.hcltech.com/5-healthcare-tech-innovations
[2] https://www.youtube.com/watch?v=bzkuESDYaBQ&feature=youtu.be

[2] https://gumroad.com/l/zWxcQ
[2] https://www.womenofwearables.com/blogwrite/top-100-women-in-fem-tech-and-health-tech?rq=top%20100
[2] https://www.theguardian.com/society/2020/feb/11/tampon-wars-the-battle-to-overthrow-the-tampax-empire
[2] https://www.meetup.com/Women-of-Wearables/

Top URLs in Tweet in G10:
[2] https://twitter.com/ccamp_bangalore/status/1225766042825195520
[1] https://twitter.com/CCAMP_Bangalore/status/1225766042825195520
[1] https://twitter.com/startuptickerch/status/1226855063441858560
[1] https://docs.google.com/forms/d/e/1FAIpQLSexSFkobpqp3iae_szDL460KcynBdiN6g6Tq_Z6BxZUufSqug/viewform
[1] https://www.startupticker.ch/
[1] https://www.startupticker.ch/en/news/february-2020/five-swiss-healthtech-startups-head-to-bioasia2020#.XkFUAR2aZSg.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[417] twitter.com
[151] linkedin.com
[146] forbes.com
[128] co.uk
[113] blogspot.com
[89] technologyreview.com
[79] medium.com
[66] youtube.com
[66] healthcareitnews.com
[50] com.au

Top Domains in Tweet in G1:
[66] forbes.com
[50] technologyreview.com
[49] twitter.com
[48] medium.com
[39] scinapse.ai
[36] bigdata-madesimple.com
[35] com.au
[35] co.uk
[33] yellrobot.com
[30] seattletimes.com

Top Domains in Tweet in G2:
[36] twitter.com
[17] technologyreview.com
[11] weforum.org
[9] raconteur.net
[9] linkedin.com
[7] pwc.com
[7] forbes.com
[7] pwccn.com
[6] techxplore.com
[4] futurism.com

Top Domains in Tweet in G3:
[74] twitter.com
[52] blogspot.com
[39] healthcareitnews.com
[29] youtube.com
[27] mobihealthnews.com
[22] co.uk
[18] forbes.com
[18] linkedin.com
[15] t.co
[15] utmhealthcare.com

Top Domains in Tweet in G4:
[63] twitter.com
[51] linkedin.com
[17] co.uk
[13] digitalismedical.com
[12] forbes.com
[11] dy.si
[8] medium.com
[8] getreferralmd.com
[6] youtube.com
[6] datarobot.com

Top Domains in Tweet in G5:
[31] forbes.com
[7] mckinsey.com
[6] healthdatamanagement.com
[6] smartdatacollective.com
[6] cio.com
[5] fastcompany.com
[4] datahacker.rs
[3] businessinsider.com
[3] time.com
[3] psychologytoday.com

Top Domains in Tweet in G6:
[15] latribune.fr
[14] healthandtech.eu
[13] twitter.com
[9] maddyness.com
[5] linkedin.com
[5] lesechos.fr
[4] idigitalhealth.com
[4] techtomed.com
[4] youtube.com
[4] mindhealth.fr

Top Domains in Tweet in G7:
[5] venturebeat.com
[3] twitter.com
[3] zdnet.com
[2] fiercehealthcare.com
[2] entrepreneur.com
[2] techcircle.in
[2] technologyreview.com
[2] eventbrite.ca
[2] linkedin.com
[1] visualcapitalist.com

Top Domains in Tweet in G8:
[17] twitter.com
[16] co.uk
[12] healthtechdigital.com
[8] google.com
[6] linkedin.com
[5] digitalhealth.net
[4] onehealthtech.com
[3] giant.health
[3] gov.uk
[3] highland-marketing.com

Top Domains in Tweet in G9:
[17] twitter.com
[9] panacea.digital
[8] aarp.org
[6] womenofwearables.com
[5] linkedin.com
[5] forbes.com
[5] hcltech.com
[4] youtube.com
[3] meetup.com
[3] mobiuso.com

Top Domains in Tweet in G10:
[4] twitter.com
[2] startupticker.ch
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8774] healthtech
[4537] ai
[2629] healthcare
[1563] iot
[1477] digitalhealth
[1297] artificialintelligence
[1120] machinelearning
[1102] ar
[1016] robotics
[867] bigdata



Top Hashtags in Tweet in G1:
[2529] healthtech
[2097] ai
[844] healthcare
[629] artificialintelligence
[624] iot
[537] digitalhealth
[443] ar
[437] robotics
[415] bigdata
[408] vr

Top Hashtags in Tweet in G2:
[1335] ai
[1272] healthtech
[502] ar
[497] iot
[460] robots
[407] machinelearning
[376] healthcare
[295] robotics
[258] augmentedreality
[254] artificialintelligence

Top Hashtags in Tweet in G3:
[1176] healthtech
[503] healthcare
[437] ai
[343] digitalhealth
[258] cybersecurity
[252] healthit
[249] bigdata
[245] datascience
[244] mhealth
[233] iot

Top Hashtags in Tweet in G4:
[594] healthtech
[177] healthcare
[75] ai
[64] digitalhealth
[59] healthcaretechnology
[58] health
[56] ehr
[55] emr
[55] healthcaretech
[34] medtech

Top Hashtags in Tweet in G5:
[575] healthtech
[234] ai
[231] healthcare
[177] robotics
[155] ehealth
[122] industry40
[95] iot
[90] 3dprinting
[79] ar
[70] vr

Top Hashtags in Tweet in G6:
[246] healthtech
[36] montpellier
[27] montpellier3m
[26] montpelliercapitalsanté
[26] esanté
[25] métropole
[25] biotech
[15] innovation
[15] medtech
[15] ai

Top Hashtags in Tweet in G7:
[216] healthtech
[155] edtech
[151] augmentedreality
[144] mixedreality
[144] virtualreality
[35] ai
[23] 5g
[17] digitalhealth
[17] china
[15] iot

Top Hashtags in Tweet in G8:
[179] healthtech
[37] digitalhealth
[27] nhs
[22] healthcare
[21] ai
[13] tech
[12] ihuk20
[11] medtech
[11] london
[11] innovation

Top Hashtags in Tweet in G9:
[139] healthtech
[44] femtech
[35] digitalhealth
[18] healthcare
[12] lsx
[11] yeg
[11] innovation
[11] womeninmedicine
[11] womeninstem
[11] technology

Top Hashtags in Tweet in G10:
[172] healthtech
[151] nutri
[151] biotech
[151] emergingtech
[8] digitalhealth
[6] startup
[5] swiss
[5] comingsoon
[2] indoswiss
[2] lifesciences

Top Words
Top Words in Tweet in Entire Graph:
[10408] Words in Sentiment List#1: Positive
[4555] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[381772] Non-categorized Words
[396735] Total Words
[15380] #healthtech
[9229] gt
[6779] #ai
[4176] #healthcare
[3716] #iot

Top Words in Tweet in G1:
[4853] #healthtech
[3041] #ai
[1672] gt
[1408] #healthcare
[1312] #iot
[1168] cc
[1029] #machinelearning
[1000] mvollmer1
[897] #artificialintelligence
[874] #tech

Top Words in Tweet in G2:
[7219] gt
[2759] #healthtech
[2194] #ai
[1845] mikequindazzi
[1651] #iot
[807] #healthcare
[781] #makeyourownlane
[773] #robotics
[736] #machinelearning
[706] #robots

Top Words in Tweet in G3:
[2180] #healthtech
[688] #healthcare
[564] #ai
[509] #digitalhealth
[500] #cybersecurity
[438] #mhealth
[406] #fintech
[389] #iot
[389] #machinelearning
[365] #bigdata

Top Words in Tweet in G4:
[605] #healthtech
[180] #healthcare
[90] health
[85] healthcare
[77] #ai
[68] more
[66] #digitalhealth
[59] #healthcaretechnology
[58] #health
[57] #ehr

Top Words in Tweet in G5:
[663] #healthtech
[258] #ai
[253] #healthcare
[194] #robotics
[177] #ehealth
[173] #industry40
[141] #iot
[109] scientists
[96] human
[92] help

Top Words in Tweet in G6:
[325] #healthtech
[85] francebiotech
[82] france
[72] par
[66] santé
[55] saurel_p
[54] entreprises
[53] panorama
[48] healthtech
[48] #biotech

Top Words in Tweet in G7:
[293] #healthtech
[160] #edtech
[155] mikequindazzi
[151] #augmentedreality
[151] jacburns_comext
[149] #virtualreality
[148] jblefevre60
[147] chboursin
[146] spirosmargaris
[146] diioannid

Top Words in Tweet in G8:
[257] #healthtech
[64] #digitalhealth
[47] #nhs
[45] digital
[43] #ai
[38] health
[32] more
[30] #healthcare
[28] nhsx
[26] event

Top Words in Tweet in G9:
[245] #healthtech
[76] #femtech
[63] #digitalhealth
[54] more
[50] health
[33] 2020
[30] #healthcare
[27] #innovation
[25] women
[24] test

Top Words in Tweet in G10:
[173] #healthtech
[164] workshop
[155] goi_meity
[153] india
[151] talk
[151] shri
[151] dubey
[151] jd
[151] oic
[151] stpivizag

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5968] gt,gt
[1161] #healthcare,#healthtech
[1024] mikequindazzi,gt
[1016] #ai,#machinelearning
[809] #healthtech,#ai
[707] wef,mikequindazzi
[634] #ai,#healthtech
[625] gt,wef
[573] #digitalhealth,#healthtech
[568] #medtech,#healthtech

Top Word Pairs in Tweet in G1:
[1046] gt,gt
[489] #ai,#machinelearning
[387] #healthtech,#ai
[381] #healthcare,#healthtech
[326] #ai,#iot
[297] #ar,#vr
[283] irmaraste,johnnosta
[251] #medtech,#healthtech
[243] #mwc20,cc
[224] #healthtech,cc

Top Word Pairs in Tweet in G2:
[4752] gt,gt
[830] mikequindazzi,gt
[524] wef,mikequindazzi
[496] gt,wef
[328] #ai,#healthtech
[285] #healthtech,#ai
[284] ways,#ai
[265] gt,video
[265] #robots,#iot
[255] #machinelearning,#deeplearning

Top Word Pairs in Tweet in G3:
[246] #healthit,#healthtech
[210] #healthtech,#medtech
[189] #ai,#machinelearning
[172] #medtech,#mhealth
[167] #healthcare,#healthtech
[160] #datascience,#ai
[152] #analytics,#datascience
[148] #iot,#iiot
[148] #python,#rstats
[148] #javascript,#reactjs

Top Word Pairs in Tweet in G4:
[55] #healthcare,#healthtech
[54] #healthcaretechnology,#healthcaretech
[51] #healthcaretech,#emr
[50] #ehr,#healthtech
[49] #emr,#ehr
[28] #digitalhealth,#healthtech
[22] #healthtech,#healthcare
[16] digital,health
[15] #healthtech,#ai
[15] artificial,intelligence

Top Word Pairs in Tweet in G5:
[136] #healthcare,#healthtech
[121] #healthtech,#ehealth
[100] #iot,#industry40
[78] #ehealth,#iot
[71] team,scientists
[71] scientists,use
[71] use,#3dprinting
[71] #3dprinting,technology
[71] technology,produce
[71] produce,human

Top Word Pairs in Tweet in G6:
[34] panorama,france
[25] #montpellier3m,seule
[25] seule,#métropole
[25] #métropole,labellisée
[25] labellisée,#montpelliercapitalsanté
[25] #montpelliercapitalsanté,#montpellier
[25] #montpellier,saurel_p
[25] saurel_p,#healthtech
[24] france,healthtech
[24] #healthtech,mine

Top Word Pairs in Tweet in G7:
[146] spirosmargaris,jblefevre60
[144] next,#edtech
[144] #edtech,#mixedreality
[144] #mixedreality,change
[144] change,way
[144] way,learn
[144] learn,#healthtech
[144] #healthtech,#virtualreality
[144] #virtualreality,#augmentedreality
[144] #augmentedreality,mikequindazzi

Top Word Pairs in Tweet in G8:
[24] #digitalhealth,#healthtech
[21] #healthtech,#digitalhealth
[10] #healthtech,#nhs
[10] #healthtech,conferences
[9] #healthtech,leaders
[8] market,insight
[8] insight,briefing
[8] value,proposition
[8] calling,#healthtech
[8] #healthtech,digital

Top Word Pairs in Tweet in G9:
[36] #healthtech,#femtech
[23] #digitalhealth,#mhealth
[21] #mhealth,#healthtech
[19] #healthtech,#digitalhealth
[16] #femtech,#healthtech
[15] read,more
[15] more,#digitalhealth
[13] #healthtech,#innovation
[13] #stinsights,hcltech
[12] #digitalhealth,#healthtech

Top Word Pairs in Tweet in G10:
[151] talk,shri
[151] shri,dubey
[151] dubey,jd
[151] jd,oic
[151] oic,stpivizag
[151] stpivizag,convergence
[151] convergence,#nutri
[151] #nutri,#biotech
[151] #biotech,#healthtech
[151] #healthtech,using

Top Replied-To
Top Replied-To in Entire Graph:
@lidarmonkey
@aynrandpaulryan
@alyssa_milano
@topcybernews
@google
@sw_ahsn
@ohnoitsmrbill
@pharmagest
@fmfrancoise
@ewarren

Top Replied-To in G1:
@topcybernews
@fmfrancoise
@gmb
@lidarmonkey
@wearableguru
@ohnoitsmrbill
@trustedbi
@parishilton
@bgi_genomics
@jblefevre60

Top Replied-To in G2:
@chinadaily
@trustedbi
@jblefevre60
@topcybernews
@technosoft_corp
@frombembeltown
@fow_media
@mvollmer1
@apple
@_sanjaydas

Top Replied-To in G3:
@alyssa_milano
@aynrandpaulryan
@lidarmonkey
@google
@heidimoconnor
@ewarren
@a2ztube
@lindseygrahamsc
@hc_finance
@chrissyfarr

Top Replied-To in G5:
@google
@ftc
@microsoft
@apple

Top Replied-To in G6:
@sylvrolland
@techguy
@stacygoebel
@tilakhealthcare

Top Replied-To in G8:
@cpft_nhs
@particle3d
@nhsdigital
@tpp_systmone
@jessrmorley
@graphcoreai
@katarzynahw

Top Replied-To in G9:
@think_lyndon

Top Replied-To in G10:
@unibasel_en
@ccamp_bangalore

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@mvollmer1
@jblefevre60
@enricomolinari
@haroldsinnott
@paula_piccard
@wef
@evankirstel
@kuriharan
@margaretsiegien

Top Mentioned in G1:
@mvollmer1
@evankirstel
@paula_piccard
@enricomolinari
@jblefevre60
@alvinfoo
@mikequindazzi
@fabriziobustama
@haroldsinnott
@irmaraste

Top Mentioned in G2:
@mikequindazzi
@wef
@mvollmer1
@margaretsiegien
@kuriharan
@haroldsinnott
@enricomolinari
@pawlowskimario
@paula_piccard
@magicleap

Top Mentioned in G3:
@hubbucket
@prosumersoft
@hubaccess
@himss
@hubpublish
@healthitnews
@paula_piccard
@statnews
@hubdevops
@jah_911

Top Mentioned in G4:
@heliconiallc

Top Mentioned in G5:
@julez_norton
@mikequindazzi
@jblefevre60
@kuriharan
@paula_piccard
@spirosmargaris
@evankirstel
@kashthefuturist
@haroldsinnott
@wef

Top Mentioned in G6:
@francebiotech
@saurel_p
@bymaddyness
@eyfrance
@lafrenchtech
@latribune
@us_fda
@umontpellier
@quantumsurgical
@bertinnahum

Top Mentioned in G7:
@mikequindazzi
@jacburns_comext
@jblefevre60
@chboursin
@spirosmargaris
@diioannid
@sallyeaves
@roblemvr
@ramonvidall
@haroldsinnott

Top Mentioned in G8:
@nhsx
@inthealthai
@who
@nhsdigital
@wireduk
@one_healthtech
@techuk
@techinhealth1
@dhrewired
@digitalhealth2

Top Mentioned in G9:
@tevosol
@hcltech
@tecedmonton
@women_wearables
@yeghealthcity
@ualberta
@aarppolicy
@theihi
@milkeninstitute
@asaging

Top Mentioned in G10:
@goi_meity
@stpivizag
@biovalley
@aicamtz
@rsprasad
@sanjaydhotremp
@secretarymeity
@omkar_raii
@stpiindia
@unibasel_en

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@sectest9
@paoloigna1
@jurylady5
@piyuanker12
@nblackthorne
@raybae689
@chidambara09
@evankirstel
@deejayiwan

Top Tweeters in G1:
@the_news_diva
@sectest9
@jurylady5
@nblackthorne
@chidambara09
@evankirstel
@deejayiwan
@clairebotai
@marino29b
@daily_express

Top Tweeters in G2:
@paoloigna1
@mccarrenbill
@sudeepkhatri
@businessinsider
@santchiweb
@iam__network
@lelkan
@humbertozamorar
@daretothink53
@johnapp63499667

Top Tweeters in G3:
@piyuanker12
@aaroncuddeback
@realblack212
@rosenchild
@cybersec_feeds
@tmobile
@jdjongumzidenga
@connnutmeg
@sherbah46958042
@into_ai

Top Tweeters in G4:
@crypto_bittrail
@joseph_santoro
@scitechmachine
@enerphyschem
@servantofchaos
@portefeuillefun
@qualityisarul3
@eudyzerpa
@oberondiagnosti
@raydennis

Top Tweeters in G5:
@john_siracusa
@ludmila1348
@billnigh
@rvp
@joeygiggles
@jamesjava
@machinelearnflx
@sydsalesman
@stcom
@journeyingdave

Top Tweeters in G6:
@lesechos
@claireparisjazz
@aparanjape
@lepoint
@philippesayous
@shereesepubhlth
@pierrecappelli
@latribune
@xavier83
@advimotion_fr

Top Tweeters in G7:
@raybae689
@ericdemarylebon
@nuclear94
@815wrldtrvlr
@ke7zum
@nomoreslaves
@ene3112
@mdrechsler
@gspellchecker
@socialcurrencie

Top Tweeters in G8:
@williamhill
@fastcompany
@martingaedt
@amcunningham
@smartecocity
@nordicgeo
@dotsandis
@wireduk
@edent
@thelshepherd

Top Tweeters in G9:
@laurettamylove
@suzanneinlgb
@femtech_
@mrityun02359258
@marting8177
@gregorxsii
@mike_shah012
@roylilley
@startup_canada
@n0rr

Top Tweeters in G10:
@yourstoryco
@jaya_stpiblr
@umeshb_stp
@lokeshn85
@stpiindia
@startuptickerch
@senthilstpi
@nelgeveena
@venkatstpi
@vsomu07