#HLTH2019, Twitter, 11/2/2019 5:10:06 AM, 215028


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#HLTH2019 Twitter NodeXL SNA Map and Report for Friday, 01 November 2019 at 23:44 UTC
#HLTH2019 Twitter NodeXL SNA Map and Report for Friday, 01 November 2019 at 23:44 UTC
From:
Marc_Smith
Uploaded on:
November 02, 2019
Short Description:
#HLTH2019 via NodeXL http://bit.ly/36sqQbq
@hlthevent
@casjoquist
@rasushrestha
@wegohealth
@healthdata4all
@2healthguru
@thepatientsside
@mcuban
@mikebiselli
@kimberlyanngeo

Top hashtags:
#hlth2019
#healthcare
#wegohealthawards
#ai
#digitalhealth
#pinksocks
#hlth19

Description:
Description
The graph represents a network of 4,857 Twitter users whose recent tweets contained "#HLTH2019", 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 Saturday, 02 November 2019 at 00:04 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 1-minute period from Wednesday, 23 October 2019 at 21:27 UTC to Friday, 01 November 2019 at 23:28 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 : 4867
Unique Edges : 17276
Edges With Duplicates : 20543
Total Edges : 37819
Number of Edge Types : 4
Mentions : 25360
Retweet : 8765
Replies to : 1439
Tweet : 2255
Self-Loops : 2303
Reciprocated Vertex Pair Ratio : 0.0723205506391347
Reciprocated Edge Ratio : 0.13488606666361
Connected Components : 196
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 4578
Maximum Edges in a Connected Component : 37443
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.242584
Graph Density : 0.000920962881872777
Modularity : 0.305821
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,857 Twitter users whose recent tweets contained "#HLTH2019", 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 Saturday, 02 November 2019 at 00:04 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 1-minute period from Wednesday, 23 October 2019 at 21:27 UTC to Friday, 01 November 2019 at 23:28 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 : #HLTH2019
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] http://wareflo.com/healthsystemschat.htm
[31] http://exponential.singularityu.org/medicine/
[23] https://hceg.org/executive-leadership-roundtables/?utm_source=Twitter&utm_medium=direct-reply&utm_campaign=HLTH2019
[22] https://hlth.com/
[18] https://www.healthcaredive.com/news/7-cant-miss-panels-at-hlth19/564610/
[15] https://hlth.com/agenda-2019/
[15] https://www.theverge.com/2019/10/25/20700698/microsoft-pentagon-contract-jedi-cloud-amazon-details
[14] https://www.charlotteobserver.com/news/business/article236604708.html
[13] https://www.fiercehealthcare.com/hospitals-health-systems/mark-cuban-bleeping-mad-about-healthcare-here-s-what-he-wants-to-do-about
[13] https://www.youtube.com/watch?v=_Y8Nb8Tg2-s&feature=youtu.be


Top URLs in Tweet in G1:
[31] http://exponential.singularityu.org/medicine/
[12] https://www.theverge.com/2019/10/25/20700698/microsoft-pentagon-contract-jedi-cloud-amazon-details
[11] https://www.politico.com/agenda/story/2019/10/24/north-carolina-health-care-001291
[8] https://www.together.health/
[8] https://www.charlotteobserver.com/news/business/article236604708.html
[7] https://www.cnbc.com/2019/10/28/google-parent-alphabet-is-in-talks-to-buy-smartwatch-maker-fitbit-reuters-reports.html
[7] https://www.care.ai
[7] https://exponential.singularityu.org/medicine/
[5] https://www.care.ai/
[5] https://www.idigitalhealth.com/email-profile?m=4

Top URLs in Tweet in G2:
[46] http://wareflo.com/healthsystemschat.htm
[9] https://www.mercer.us/what-we-do/health-and-benefits.html
[7] https://www.youtube.com/watch?v=_Y8Nb8Tg2-s&feature=youtu.be

[7] https://twitter.com/hitlikeagirlpod/status/1188906556890370048
[5] https://account.altvr.com/events/1246319294870978590
[5] https://medcitynews.com/2019/10/medcity-news-and-make-a-wish-america-launch-novel-partnership-to-enhance-patient-voice/
[4] https://twitter.com/AnnMondJohnson/status/1187758338903293952
[4] https://twitter.com/seqster/status/1188573236629368832
[4] https://robertpearlmd.com/hlth/
[4] https://hlth.com/

Top URLs in Tweet in G3:
[11] https://hlth.com/patient-leaders-luncheon/?utm_campaign=coschedule&utm_source=twitter&utm_medium=wegohealth
[10] https://hlth.com/wego-health-awards/?utm_campaign=coschedule&utm_source=twitter&utm_medium=wegohealth
[8] https://hlth.com/
[8] https://transcendit.health/expert-opinion-constance-sjoquist/?utm_campaign=expert-opinion-constance-sjoquist-of-hlthcom&utm_medium=social_link&utm_source=missinglettr-twitter
[6] https://twitter.com/wegohealth/status/1189002136236871680
[6] https://twitter.com/2healthguru/status/1189312089015406592
[6] https://transcendit.health/the-digital-health-guy-hlth-2019/?utm_campaign=the-digital-health-guy-is-delighted-to-join-hlth-2019-and-if-you-act-now-you-can-save-150-on-your-ticket&utm_medium=social_link&utm_source=missinglettr-twitter
[6] https://blogs.perficientdigital.com/2019/10/27/perficient-digital-to-present-alongside-adobe-at-hlth2019/
[6] http://pinksocks.life/2017/04/06/pinksocks-arent-an-accessory-theyre-a-state-of-mind/
[5] https://hlth.com/wego-health-awards/

Top URLs in Tweet in G4:
[23] https://hceg.org/executive-leadership-roundtables/?utm_source=Twitter&utm_medium=direct-reply&utm_campaign=HLTH2019
[4] https://hceg.org/executive-leadership-roundtables/?utm_source=Twitter&utm_medium=reply&utm_campaign=HLTH2019
[4] https://www.fiercehealthcare.com/practices/inside-look-at-walmart-s-new-health-clinics
[4] https://inspire.changehealthcare.com/Revenue-Cycle-Optimization-Webinars
[4] https://venturebeat.com/2019/09/12/pfizer-launches-pilot-with-home-robot-mabu-to-study-patient-response-to-ai/
[4] https://www.fiercehealthcare.com/payer/mercer-employers-hit-pause-cost-shifting-instead-eye-solutions-to-empower-workers-health
[4] https://hlth.com/
[3] https://hceg.org/announcing-10th-annual-industry-pulse-research-survey/?utm_source=Twitter&utm_medium=tweet&utm_campaign=HLTH2019
[3] https://www.fiercehealthcare.com/hospitals-health-systems/mark-cuban-bleeping-mad-about-healthcare-here-s-what-he-wants-to-do-about
[3] https://blog.preparedhealth.com/prepared-health-will-be-at-hlth

Top URLs in Tweet in G5:
[4] https://twitter.com/lukehejl/status/1188978505586896897
[3] https://www.businesswire.com/news/home/20191028005508/en/Fight-Colorectal-Cancer-Teams-Komodo-Health-Improve
[3] https://omnyhealth.com/contact/
[2] https://validic.com/how-our-data-can-turn-patient-provider-monologues-into-dialogues/
[2] https://www.prnewswire.com/news-releases/validic-announces-high-frequency-data-support-delivering-minute-to-minute-readings-from-wearables-home-health-devices-300946242.html
[2] https://validic.com/building-an-engaging-mobile-experience-for-health-wellness/
[2] https://lightbeamhealth.com/hlth-19.html
[2] http://out.faveeo.com/?url=https://hlth.com/intel-solve/&vertical=healthcare&family=ai
[2] http://out.faveeo.com/?url=http://www.precisionmedicine.center/its-all-about-hlth/&vertical=healthcare&family=ai
[2] http://konektd.com/?edition_id=0dc2fa10-f981-11e9-86a9-0cc47a0d1605

Top URLs in Tweet in G6:
[8] http://NODE.Health
[5] https://twitter.com/VGenomics/status/1188878842548457472
[3] https://twitter.com/chelsbells4/status/1187388507867643910
[3] https://twitter.com/jamieamayer/status/1188501062065373184
[3] https://twitter.com/AstarteMedical/status/1187359987720437760
[3] https://hlth.com/ibm-luncheon/?utm_campaign=coschedule&utm_source=twitter&utm_medium=hitconsultant
[2] https://www.youtube.com/watch?v=_Y8Nb8Tg2-s&feature=youtu.be

[2] https://twitter.com/astartemedical/status/1187359987720437760
[2] https://www.prnewswire.com/news-releases/socially-determined-raises-over-7-3-million-in-series-a-funding-300946065.html
[2] https://hlth.com/ibm-luncheon/

Top URLs in Tweet in G7:
[5] https://www.healthcaredive.com/news/7-cant-miss-panels-at-hlth19/564610/
[5] https://blogs.perficientdigital.com/2019/10/27/perficient-digital-to-present-alongside-adobe-at-hlth2019/
[4] https://twinybots.ch/
[2] https://www.businesswire.com/news/home/20191024005867/en/MediOrbis%E2%84%A2-Announces-Expanded-Specialty-Telemedicine-Programs-Include
[2] https://www.fiercehealthcare.com/hospitals-health-systems/mark-cuban-bleeping-mad-about-healthcare-here-s-what-he-wants-to-do-about
[1] https://hlth.com/?utm_content=104025826&utm_medium=social&utm_source=twitter&hss_channel=tw-61001779
[1] https://www.linkedin.com/slink?code=g6j_fby
[1] https://www.linkedin.com/slink?code=ea6wv99
[1] https://www.linkedin.com/slink?code=ex3pieB
[1] https://www.linkedin.com/slink?code=dKqvU2s

Top URLs in Tweet in G8:
[7] https://www.fiercehealthcare.com/hospitals-health-systems/microsoft-announces-cancer-research-project-jackson-research-laboratory
[5] https://cloudblogs.microsoft.com/industry-blog/health/2019/10/24/microsoft-for-healthcare-new-people-products-and-partnerships/
[5] https://www.charlotteobserver.com/news/business/article236604708.html
[3] https://www.fiercehealthcare.com/practices/inside-look-at-walmart-s-new-health-clinics
[2] https://blogs.microsoft.com/ai/jackson-lab-project-hanover/?utm_source=pre-amp&utm_campaign=81951
[2] https://blogs.microsoft.com/ai/jackson-lab-project-hanover/
[1] https://twitter.com/magillonhealth/status/1187820139934294022
[1] https://twitter.com/aetioninc/status/1187819109653929986
[1] https://hlth.com/speakers/carolyn-magill/
[1] https://www.thisweekhealth.com/dental-medical-integration-with-pacific-dental-leadership-stephen-thorne-and-dan-burke/

Top URLs in Tweet in G9:
[1] https://www.foliahealth.com/blog/navigating-acute-episodes-as-a-caregiver
[1] https://twitter.com/adamhayden/status/1189164950125563904
[1] https://twitter.com/thepatientsside/status/1188885586624438272
[1] https://twitter.com/120over80mktg/status/1188922728776130560
[1] https://www.healthcaredive.com/news/google-eyes-ai-to-cut-hospital-red-tape-move-providers-beyond-data-clerks/566016/
[1] https://bit.ly/2o065mf?utm_content=103720560&utm_medium=social&utm_source=twitter&hss_channel=tw-190402696
[1] https://twitter.com/AmericanWell/status/1187753210607558657

Top URLs in Tweet in G10:
[5] https://twitter.com/SharecareInc/status/1188234350938087425
[4] https://twitter.com/SharecareInc/status/1188432405897441286
[3] https://www.fiercehealthcare.com/hospitals-health-systems/mastercard-launches-healthcare-products-aimed-at-cybersecurity-predictive
[3] https://events.r20.constantcontact.com/register/eventReg?oeidk=a07egmzhj647e4b9904&oseq=&c=&ch=
[2] https://twitter.com/tbozkurt79/status/1189595649823531008
[2] https://www.fiercehealthcare.com/tech/david-feinberg-offers-a-peek-behind-curtain-at-google-health
[2] https://twitter.com/sharecareinc/status/1188136141893132288
[1] https://twitter.com/hlthevent/status/1188590165540737024
[1] https://twitter.com/SeemaCMS/status/1188887925674643462
[1] https://twitter.com/claudiawilliams/status/1188852575187152896

Top Domains
Top Domains in Tweet in Entire Graph:
[939] twitter.com
[143] hlth.com
[101] linkedin.com
[86] dy.si
[65] fiercehealthcare.com
[46] wareflo.com
[44] healthcaredive.com
[43] hceg.org
[39] youtube.com
[39] singularityu.org

Top Domains in Tweet in G1:
[335] twitter.com
[39] singularityu.org
[12] hlth.com
[12] care.ai
[12] idigitalhealth.com
[12] theverge.com
[11] politico.com
[10] together.health
[9] cnbc.com
[9] symplur.com

Top Domains in Tweet in G2:
[144] twitter.com
[46] wareflo.com
[42] dy.si
[36] hlth.com
[23] linkedin.com
[13] youtube.com
[12] medcitynews.com
[10] mercer.us
[8] conversahealth.com
[6] instagram.com

Top Domains in Tweet in G3:
[241] twitter.com
[56] hlth.com
[25] healthcaredive.com
[16] wegohealth.com
[14] transcendit.health
[13] linkedin.com
[12] youtube.com
[8] instagram.com
[7] mailchi.mp
[6] prnewswire.com

Top Domains in Tweet in G4:
[63] twitter.com
[41] hceg.org
[32] changehealthcare.com
[24] fiercehealthcare.com
[21] libsyn.com
[11] hlth.com
[11] linkedin.com
[4] shimcode.com
[4] venturebeat.com
[3] chilmarkresearch.com

Top Domains in Tweet in G5:
[22] twitter.com
[11] validic.com
[5] faveeo.com
[3] businesswire.com
[3] prnewswire.com
[3] linkedin.com
[3] omnyhealth.com
[2] komodohealth.com
[2] parity.org
[2] lightbeamhealth.com

Top Domains in Tweet in G6:
[31] twitter.com
[9] hlth.com
[8] node.health
[3] youtube.com
[2] jnjinnovation.com
[2] prnewswire.com
[2] digitalmedicineconference.com
[2] forbes.com
[2] healthtransformer.co
[2] together.health

Top Domains in Tweet in G7:
[28] linkedin.com
[22] twitter.com
[6] hlth.com
[5] healthcaredive.com
[5] perficientdigital.com
[4] twinybots.ch
[4] instagram.com
[4] goevive.com
[3] fiercehealthcare.com
[2] businesswire.com

Top Domains in Tweet in G8:
[11] microsoft.com
[11] fiercehealthcare.com
[9] linkedin.com
[5] charlotteobserver.com
[3] twitter.com
[3] thisweekhealth.com
[2] po.st
[2] caresyntax.com
[1] hlth.com
[1] omnicell.com

Top Domains in Tweet in G9:
[4] twitter.com
[1] foliahealth.com
[1] healthcaredive.com
[1] bit.ly

Top Domains in Tweet in G10:
[27] twitter.com
[10] fiercehealthcare.com
[3] constantcontact.com
[2] hlth.com
[1] idigitalhealth.com
[1] gtmr.org
[1] linkedin.com
[1] youtube.com
[1] instagram.com
[1] cms.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10191] hlth2019
[893] healthcare
[571] wegohealthawards
[507] ai
[362] digitalhealth
[345] pinksocks
[281] hlth19
[229] health
[207] cambiachat
[194] innovation



Top Hashtags in Tweet in G1:
[2666] hlth2019
[295] pinksocks
[242] healthcare
[129] hcldr
[120] digitalhealth
[105] ai
[69] health
[60] innovation
[57] hlth19
[53] wegohealthawards

Top Hashtags in Tweet in G2:
[1872] hlth2019
[173] healthcare
[89] mentalhealth
[88] telehealth
[80] hlth19
[68] socialvr
[67] health
[56] digitalhealth
[54] optumpatio
[53] hlth

Top Hashtags in Tweet in G3:
[3024] hlth2019
[477] wegohealthawards
[202] healthcare
[192] cambiachat
[93] ai
[89] hlth19
[81] sequenceme
[68] sdoh
[64] digitalhealth
[49] genomics

Top Hashtags in Tweet in G4:
[621] hlth2019
[76] healthcare
[51] innovation
[50] digitalhealth
[37] hlthevent
[28] hlth19
[19] ai
[15] sdoh
[11] leadership
[9] healthit

Top Hashtags in Tweet in G5:
[312] hlth2019
[50] ai
[45] healthcare
[24] data
[21] preach
[19] hlth
[17] health
[13] machinelearning
[9] 24notionmedia
[8] digitalhealth

Top Hashtags in Tweet in G6:
[390] hlth2019
[109] ai
[47] healthtech
[34] healthcare
[32] jlabs
[22] startup
[19] startups
[14] jlabssd
[14] wegohealthawards
[14] digitalhealth

Top Hashtags in Tweet in G7:
[190] hlth2019
[18] healthcare
[9] innovation
[9] ai
[7] hlth
[7] digitalhealth
[6] healthit
[6] hlth19
[5] health
[4] sequenceme

Top Hashtags in Tweet in G8:
[106] hlth2019
[54] ai
[13] healthcare
[6] health
[6] machinelearning
[6] ml
[5] azureai
[5] mis2019
[5] lifescience
[5] charlotte

Top Hashtags in Tweet in G9:
[197] hlth2019
[7] healthcare
[4] adherence
[3] mentalhealth
[2] telehealth
[2] money2020usa
[1] hlth
[1] genome
[1] medicareforall
[1] lungcancer

Top Hashtags in Tweet in G10:
[156] hlth2019
[36] mixingitup
[7] smoothiesaturday
[6] hlthmatters
[6] healthcare
[4] patientdata
[4] sundaysmoothie
[3] fail
[3] wellness
[3] digitalhealth

Top Words
Top Words in Tweet in Entire Graph:
[20233] Words in Sentiment List#1: Positive
[5201] Words in Sentiment List#2: Negative
[86] Words in Sentiment List#3: Angry/Violent
[396842] Non-categorized Words
[422278] Total Words
[15050] #hlth2019
[3394] health
[2593] hlthevent
[2369] healthcare
[2130] s

Top Words in Tweet in G1:
[4306] #hlth2019
[892] health
[690] s
[657] hlthevent
[586] healthcare
[546] #pinksocks
[543] care
[519] patients
[408] t
[403] #hcldr

Top Words in Tweet in G2:
[2654] #hlth2019
[780] hlthevent
[759] health
[514] healthcare
[420] care
[388] s
[294] more
[264] tech
[242] t
[232] join

Top Words in Tweet in G3:
[4614] #hlth2019
[1019] health
[760] healthcare
[752] patient
[684] hlthevent
[635] s
[630] #wegohealthawards
[601] care
[581] patients
[412] t

Top Words in Tweet in G4:
[789] #hlth2019
[171] healthcare
[139] health
[119] change
[111] innovation
[106] s
[100] care
[90] #digitalhealth
[86] more
[83] out

Top Words in Tweet in G5:
[422] #hlth2019
[95] health
[91] hlthevent
[91] mcuban
[79] healthcare
[64] #ai
[59] #healthcare
[49] s
[48] more
[44] validic

Top Words in Tweet in G6:
[542] #hlth2019
[140] hlthevent
[135] #ai
[98] #healthtech
[96] health
[90] jlabs
[81] booth
[79] melindarichter
[79] s
[57] healthcare

Top Words in Tweet in G7:
[190] #hlth2019
[50] health
[28] hlth
[23] booth
[22] conference
[21] healthcare
[20] care
[19] come
[18] #healthcare
[18] see

Top Words in Tweet in G8:
[220] #hlth2019
[108] microsoft
[68] jacksonlab
[57] #ai
[55] great
[54] cancer
[49] research
[48] people
[46] clinical
[45] team

Top Words in Tweet in G9:
[253] #hlth2019
[75] patient
[64] patients
[58] t
[58] care
[51] health
[48] healthcare
[44] stage
[40] main
[39] s

Top Words in Tweet in G10:
[220] #hlth2019
[62] 1
[51] gary
[51] earl
[49] hlthevent
[43] 2
[40] health
[39] #mixingitup
[31] s
[30] ginger

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[465] hlthevent,#hlth2019
[449] health,care
[425] don,t
[315] looking,forward
[315] learn,more
[305] #hlth2019,hlthevent
[260] #hlth2019,#hlth19
[249] mental,health
[228] world,s
[225] #cambiachat,#hlth2019

Top Word Pairs in Tweet in G1:
[166] #hcldr,#pinksocks
[134] #hlth2019,#hcldr
[130] world,s
[124] health,care
[110] hlthevent,#hlth2019
[109] don,t
[98] #hlth2019,#atriumhealthproud
[97] doesn,t
[91] #hlth2019,hlthevent
[83] looking,forward

Top Word Pairs in Tweet in G2:
[149] health,care
[146] hlthevent,#hlth2019
[103] don,t
[99] #hlth2019,hlthevent
[95] learn,more
[94] mental,health
[79] #hlth19,#hlth2019
[72] looking,forward
[67] #virtualreality,#augmentedreality
[66] #optumpatio,#hlth2019

Top Word Pairs in Tweet in G3:
[202] #cambiachat,#hlth2019
[135] don,t
[133] hlthevent,#hlth2019
[129] track,room
[128] patient,influencers
[127] best,show
[125] #wegohealthawards,best
[124] health,care
[123] 30,pm
[117] #wegohealthawards,winners

Top Word Pairs in Tweet in G4:
[66] change,healthcare
[37] learn,more
[36] track,room
[36] find,out
[35] leverage,#hlth2019
[35] #hlth2019,#hlthevent
[35] #hlthevent,experience
[35] experience,join
[35] join,10k
[35] 10k,#digitalhealth

Top Word Pairs in Tweet in G5:
[33] mcuban,#hlth2019
[21] #preach,#hlth2019
[20] up,rid
[20] rid,political
[20] political,parties
[20] parties,mcuban
[20] mcuban,#preach
[19] #hlth,#hlth2019
[17] hlthevent,#hlth2019
[17] #ai,#healthcare

Top Word Pairs in Tweet in G6:
[30] #hlth2019,#ai
[22] looking,forward
[21] hlthevent,#hlth2019
[19] analytics4life,envisagenics
[19] check,out
[19] melindarichter,jlabs
[19] track,3
[18] booth,251
[18] #jlabs,melindarichter
[16] 3,10

Top Word Pairs in Tweet in G7:
[7] #hlth2019,#healthcare
[6] hlth,conference
[6] perficient,digital
[5] mgm,grand
[5] hlth,2019
[5] 7,miss
[5] miss,panels
[5] panels,hlth19
[5] hlth19,#innovation
[5] #innovation,#hlth2019

Top Word Pairs in Tweet in G8:
[37] machine,reading
[34] clinical,research
[34] day,#hlth2019
[33] research,papers
[29] we've,learning
[29] learning,jacksonlab
[29] jacksonlab,#ai
[29] #ai,help
[29] help,people
[29] people,make

Top Word Pairs in Tweet in G9:
[39] main,stage
[32] #hlth2019,conference
[31] don,t
[31] speakers,main
[31] patient,speakers
[30] include,patient
[28] keep,hearing
[28] hearing,#hlth2019
[28] conference,jpm
[28] jpm,payers

Top Word Pairs in Tweet in G10:
[51] gary,earl
[30] 2,cups
[30] cups,sliced
[30] 1,4
[30] 4,tsp
[20] #mixingitup,gary
[20] sharing,#hlth2019
[15] settle,down
[15] down,one
[15] one,favorite

Top Replied-To
Top Replied-To in Entire Graph:
@wegohealth
@rasushrestha
@hlthevent
@chrissyfarr
@healthdata4all
@jhoronjeff
@techguy
@boltyboy
@mikebiselli
@thepatientsside

Top Replied-To in G1:
@rasushrestha
@wegohealth
@jhoronjeff
@healthdata4all
@techguy
@mikebiselli
@chrissyfarr
@boltyboy
@markpun
@vrulon

Top Replied-To in G2:
@hlthevent
@techguy
@johnp_driscoll
@arwmd
@spartovimd
@caremorehealth
@chrissyfarr
@kehalypam
@robertpearlmd
@docenthealth

Top Replied-To in G3:
@cambia
@wegohealth
@burtrosen
@hlthevent
@hootaj
@uberhealth
@chrissyfarr
@bryceolson
@digitalhlth_guy
@mcuban

Top Replied-To in G4:
@seemacms
@sarawajn
@motorcycle_guy
@naveen101
@hlthevent
@matterhealth
@join_papa
@boissyad
@rodrigoatcg
@chrissyfarr

Top Replied-To in G5:
@mcuban
@hlthevent
@jhalamka
@miller7
@ericlangshur
@ubiquity
@walmart
@calm
@ambarbh
@ianechiang

Top Replied-To in G6:
@jamieamayer
@cabhi__
@rs_flinn
@dnigrin
@hhscto
@chrissyfarr
@biogerontology
@codylee
@sam_debrouwer
@2healthguru

Top Replied-To in G7:
@2nd_md

Top Replied-To in G8:
@magillonhealth
@pacificdental
@drivorhorn
@microsoft
@humana
@cecilejanssens
@lisaa
@psjh

Top Replied-To in G9:
@carlbyers
@jessica_lmoore
@sarahscarroll1
@akalali
@thepatientsside
@dsgold
@dweekly
@epatientdave
@doug_lind_say
@stephlbaum

Top Replied-To in G10:
@rajarajamannar
@twitter
@nic_fisher
@mastercard
@droz
@chrissyfarr
@microsoft
@aparmarbb
@boltyboy
@mckinsey

Top Mentioned
Top Mentioned in Entire Graph:
@hlthevent
@wegohealth
@rasushrestha
@mcuban
@drnic1
@aslavitt
@facebook
@atriumhealth
@caredotai
@livongo

Top Mentioned in G1:
@hlthevent
@rasushrestha
@drnic1
@atriumhealth
@caredotai
@aslavitt
@daniel_kraft
@2healthguru
@nickisnpdx
@efuturist

Top Mentioned in G2:
@hlthevent
@annmondjohnson
@oliverwyman
@mercer
@walmart
@bcbsaz
@medcitynews
@mercer_us
@startuphealth
@jkvedar

Top Mentioned in G3:
@hlthevent
@wegohealth
@fatheringautism
@healthyjack
@bryceolson
@facebook
@rolfbenirschke
@moshpitqueen
@cambia
@intelhealth

Top Mentioned in G4:
@hlthevent
@matterhealth
@watersmelissa
@seemacms
@fiercehealth
@adrane
@rmarkbio
@edmondorobinson
@ceo_ama
@wearehims

Top Mentioned in G5:
@mcuban
@hlthevent
@gil_bashe
@finnpartners
@powerpressparty
@beckygohsler
@mheinley
@fightcrc
@racheleforsyth
@sarahe_richards

Top Mentioned in G6:
@hlthevent
@jlabs
@melindarichter
@biogerontology
@jnjinnovation
@danvahdat
@medopad
@insilicomeds
@gavinteo
@astartemedical

Top Mentioned in G7:
@progenyhealth

Top Mentioned in G8:
@jacksonlab
@microsoft
@smock2020
@hoifungpoon
@health_it
@peteratmsr
@hlthevent
@humana
@aetioninc
@kyeshwant

Top Mentioned in G9:
@hlthevent
@seemacms
@fyietc
@carebyfirefly
@drdanaudall
@annmondjohnson
@iorahealth
@walmart
@lbhealth
@chrissyfarr

Top Mentioned in G10:
@hlthevent
@cmsgov
@sharecareinc
@mckinsey
@mastercard
@mcuban
@procedurepress
@seemacms
@lisabari
@emilyfpeters

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@robinsnewswire
@dichristine
@resilient_ent
@_laalameda
@immoralreport
@hrblock_21
@gamergeeknews
@startupsbot
@southwestair

Top Tweeters in G1:
@americanair
@dichristine
@resilient_ent
@evankirstel
@phillip92321
@fitbitsupport
@bellesapepper37
@mcdonalds
@yayayarndiva
@penndragonart

Top Tweeters in G2:
@hrblock_21
@southwestair
@raumunz
@john_siracusa
@walmart
@djzjcz
@sherazkhannyc
@williamlharbuck
@calliopeco
@cnbc

Top Tweeters in G3:
@robinsnewswire
@gamergeeknews
@miguelhilargiak
@fangirllife_x
@patriciasinglet
@evcoc54
@dunnclan
@nordstrom
@jennykim
@themuslimhippie

Top Tweeters in G4:
@time
@drginareghetti
@sfdirewolf
@actuallyanansi
@medicalquack
@starbucks
@paulmiller1313
@monitor_ph
@gginchs
@elizabethcav07

Top Tweeters in G5:
@jetblue
@nancyrubin
@lululemon
@beautifulmumsie
@akdm_bot
@hbsalumni
@ossie0022
@justbementalist
@dme_jun
@kpck

Top Tweeters in G6:
@startupsbot
@santchiweb
@jedijazz22
@dme_health
@carolinekvitter
@startupbulletin
@soulcycle
@gdpr25thmay18
@bgenebra
@medgizmo

Top Tweeters in G7:
@csa_dvillamizar
@robinyearsley
@vizworld
@sguggenheim
@big3consulting3
@thomaswillner
@double_whammied
@pharmagossip
@healthycarnivor
@hubermantamir

Top Tweeters in G8:
@cultiv8hope
@gambiste1
@ashokidamakanti
@ccprakay
@womencodersbot
@sinmantul
@walgreens
@alaskanjackson
@gigiowifi
@azure

Top Tweeters in G9:
@comalliwrites
@miaminice57
@astros
@copd_research
@maneeshjuneja
@endocrine_witch
@nationals
@mtnmd
@trvanes
@melindaseedt1d

Top Tweeters in G10:
@vetrepreneurone
@space8jockey5
@jonesls
@delilahveronese
@misterchambo
@mastercard
@moontiger5735
@rp_robinson
@dawnjam16218572
@modrnhealthcr