#hcldr, Twitter, 7/7/2020 8:08:35 PM, 230325


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#hcldr_2020-07-07_10-12-22.xlsx
#hcldr_2020-07-07_10-12-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2020
Short Description:
#hcldr via NodeXL https://bit.ly/2AGBTms
@joebabaian
@colin_hung
@rasushrestha
@gerilynn
@jamcbride
@2healthguru
@jameyedwards
@fsgoldstein
@doctor_v
@gracecordovano

Top hashtags:
#hcldr
#covid19
#pinksocks
#hitsm
#healthcare
#digitalhealth
#telehealth
#medtwitter

Description:
Description
The graph represents a network of 1,109 Twitter users whose tweets in the requested range contained "#hcldr", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 July 2020 at 17:13 UTC.

The requested start date was Tuesday, 07 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 21-hour, 19-minute period from Tuesday, 23 June 2020 at 00:44 UTC to Monday, 06 July 2020 at 22:04 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 : 1109
Unique Edges : 1797
Edges With Duplicates : 4965
Total Edges : 6762
Number of Edge Types : 5
Retweet : 1216
MentionsInRetweet : 2378
Mentions : 1718
Replies to : 806
Tweet : 644
Self-Loops : 665
Reciprocated Vertex Pair Ratio : 0.119313944817301
Reciprocated Edge Ratio : 0.213191205862758
Connected Components : 61
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 937
Maximum Edges in a Connected Component : 6429
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.510401
Graph Density : 0.0024430895235243
Modularity : 0.29069
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,109 Twitter users whose tweets in the requested range contained "#hcldr", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 July 2020 at 17:13 UTC.

The requested start date was Tuesday, 07 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 21-hour, 19-minute period from Tuesday, 23 June 2020 at 00:44 UTC to Monday, 06 July 2020 at 22:04 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 : #hcldr
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:
[15] https://twitter.com/hcldr/status/1275595495692361728
[11] https://publishing.rcseng.ac.uk/doi/full/10.1308/rcsbull.2020.153
[11] https://twitter.com/hcldr/status/1275592475562795008
[10] https://twitter.com/hcldr/status/1275598767148785665
[10] https://twitter.com/hcldr/status/1275589455731032064
[10] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[9] https://hcldr.wordpress.com/2020/06/23/forgotten-patients/
[9] https://jamanetwork.com/journals/jama/fullarticle/2767353
[7] https://mashable.com/article/facebook-gave-users-data-5000-third-party-developers/
[7] https://www.brianthomas.me/blog/entry/wearables-and-your-health-where-do-they-intersect?utm_content=buffer683a4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[6] https://twitter.com/hcldr/status/1275595495692361728
[5] https://mashable.com/article/facebook-gave-users-data-5000-third-party-developers/
[4] https://www.achonline.org/Events/Forum/2020/Registration
[4] https://twitter.com/hcldr/status/1275598767148785665
[4] https://hcldr.wordpress.com/2020/06/30/the-future-of-physician-practices-after-covid-19/
[3] https://twitter.com/hcldr/status/1275589455731032064
[2] https://sencanada.ca/content/sen/committee/372/soci/rep/repoct02vol6part7-e.htm
[2] https://hcldr.wordpress.com/2020/06/23/forgotten-patients/
[2] https://twitter.com/hcldr/status/1275592475562795008
[2] https://attendee.gotowebinar.com/register/7467682172553056784

Top URLs in Tweet in G2:
[3] https://hcldr.wordpress.com/2020/06/23/forgotten-patients/
[1] https://www.theguardian.com/us-news/2020/jun/24/texas-coronavirus-cases-infections-houston-hospitals
[1] https://gov.texas.gov/news/post/governor-abbott-issues-executive-expanding-hospital-capacity-order-suspends-elective-surgeries-in-four-texas-counties
[1] https://twitter.com/CBSEveningNews/status/1276563717308780551
[1] https://www.cnbc.com/2020/06/29/gileads-coronavirus-treatment-remdesivir-to-cost-3120-for-us-insured-patients.html?__source=sharebar|twitter&par=sharebar
[1] https://nationalpost.com/pmn/health-pmn/u-s-fda-allows-emergency-use-of-danahers-covid-19-antibody-test/wcm/26445338-ced9-4f63-946c-7481ae83e4e8/
[1] https://www.cnbc.com/2020/06/29/cdc-says-us-has-way-too-much-virus-to-control-pandemic-as-cases-surge-across-country.html?__source=sharebar|twitter&par=sharebar
[1] https://www.cnbc.com/2020/06/30/goldman-sachs-says-a-national-mask-mandate-could-slash-infections-and-save-economy-from-a-5percent-hit.html?__source=sharebar|twitter&par=sharebar
[1] https://twitter.com/AlexHarrisRN/status/1279235589989109760
[1] https://www.cnbc.com/2020/06/29/houston-methodist-ceo-on-rising-coronavirus-cases-among-young-people.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G3:
[8] https://twitter.com/hcldr/status/1275595495692361728
[7] https://twitter.com/hcldr/status/1275592475562795008
[6] https://twitter.com/hcldr/status/1275589455731032064
[6] https://twitter.com/hcldr/status/1275598767148785665
[6] https://twitter.com/hcldr/status/1278135482153603075
[5] https://twitter.com/hcldr/status/1278132211061911553
[4] https://hcldr.wordpress.com/2020/06/23/forgotten-patients/
[4] https://twitter.com/hcldr/status/1278125667612164096
[3] https://twitter.com/hcldr/status/1278126925786079232
[3] https://twitter.com/hcldr/status/1278128939009900545

Top URLs in Tweet in G4:
[4] https://www.healthcareittoday.com/2020/06/24/arm-yourself-a-healthcare-cios-introductory-guide-to-apple-silicon/
[2] https://klasresearch.com/resources/blogs/2020/06/24/a-recap-of-the-eastern-arch-collaborative-summit
[2] https://klasresearch.com/resources/blogs/2020/06/19/from-good-to-exceptional-go-live-support?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh
[2] https://klasresearch.com/resources/blogs/2020/06/25/vendors-insights-during-covid-19?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh
[2] https://klasresearch.com/resources/blogs/2020/06/30/spotlight-how-unite-us-is-taking-control-back?utm_source=twitter&utm_medium=blog&utm_campaign=rodneyh
[1] https://twitter.com/movinmeat/status/1275230726481297411
[1] https://twitter.com/sarahkliff/status/1275536160463425537
[1] https://experience.arcgis.com/experience/7572b118dc3c48d885d1c643c195314e/
[1] https://twitter.com/GailYentaBeck/status/1275590555297292291
[1] https://www.nbcboston.com/news/coronavirus/school-reopening-guidelines-expected-to-be-released/2148817/?_osource=db_npd_nbc_wbts_twt_shr

Top URLs in Tweet in G5:
[10] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[1] https://twitter.com/MaramMPH/status/1275588809799892992
[1] https://twitter.com/hcldr/status/1275589455731032064
[1] https://twitter.com/2healthguru/status/1275591863215378432
[1] https://twitter.com/hcldr/status/1275592475562795008
[1] https://twitter.com/maelstream/status/1275593394484662273
[1] https://twitter.com/hcldr/status/1275595495692361728
[1] https://twitter.com/drsxr/status/1275596747914477568
[1] https://innovation.cms.gov/innovation-models/bundled-payments
[1] https://twitter.com/GailZahtz/status/1275597983682355200

Top URLs in Tweet in G6:
[7] https://www.brianthomas.me/blog/entry/wearables-and-your-health-where-do-they-intersect?utm_content=buffer683a4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.brianthomas.me/blog/entry/why-artificial-intelligence-is-important-in-healthcare?utm_content=buffer4034f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.brianthomas.me/blog/entry/why-wearables-are-important-and-what-to-expect?utm_content=buffer056c3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.brianthomas.me/blog/entry/population-health-vs-public-health-the-rising-significance-of-population-health?utm_content=buffer3932c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.facht.org/aws/FACHT/pt/sp/home_page?utm_content=buffer9a3b2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://thebossmagazine.com/swope-health-services-2/
[3] https://www.amazon.com/Healthy-Diet-Brain/dp/B07ZJXQM3C/ref=as_li_ss_shr?dchild=1&keywords=health&qid=1593373750&sr=8-9&linkCode=shr&tag=tuhintrade-20&language=en_US&creativeASIN=B07ZJXQM3C&camp=213733&creative=393177&linkId=ca29df74ef45883fdba504058b6bf847
[3] https://www.amazon.in/s?k=anafine&fbclid=IwAR16UW4bg77cr1n_ZGggxuB2PAVfwA_UT5RrJecmdFZHUk-jkNWC608H1iI&ref=nb_sb_noss
[2] https://healthblawg.com/2019/04/hipaa-faqs-fines.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://healthblawg.com/2019/01/aetna-apple-attain.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G7:
[1] https://www.statnews.com/2020/06/29/new-journal-vet-covid-19-preprints/?utm_source=STAT%20Newsletters&utm_campaign=8c44d6345e-boston_briefly&utm_medium=email&utm_term=0_8cab1d7961-8c44d6345e-150714165
[1] https://www.healthcareitnews.com/news/telehealth-ata-president-says-we-have-lot-more-work-do
[1] https://www.healthcareitnews.com/news/what-sort-staying-power-does-telehealth-really-have?mkt_tok=eyJpIjoiWlRjeFpqSmpZbVJsT1dReiIsInQiOiJZVEFMSDZ0YUFEZmNDT0RjQ2xQRFpnQUpMWVR0ZjRaT2lQdUZaR1JHK3RsQzcrWXA4SmFvQWVpekFhdHp4M25tcW4xTHRJbVJ0S293VjlwcFhiWUpNTTRyRDhVZU9FeVVUMXpsa3c2NXVoanFuVStVeHF0Sm81QTBTZURvOWpBSCJ9
[1] https://medcitynews.com/2020/06/court-rules-against-hospital-groups-in-price-transparency-lawsuit/?utm_campaign=MCN%20Daily%20Top%20Stories&utm_medium=email&_hsmi=90127642&_hsenc=p2ANqtz-8o4itlYIZQyGEb3Tg7UKynBPQRIC3jA_KnkLm2wIvH64CCS9VQFYuirtoV3SidQlvC2ZL5XhGrmFV-iHpSEvd-G_vlHw&utm_content=90127642&utm_source=hs_email
[1] https://www.healthcaredive.com/news/aamc-releases-annual-physician-shortage-report-2020/580659/
[1] https://www.forbes.com/sites/johnkoetsier/2020/06/05/the-100-safest-countries-in-the-world-for-covid-19/#5b3236f668c5
[1] https://www.boston.com/news/coronavirus/2020/07/03/how-fauci-5-other-health-specialists-deal-with-covid-19-risks-in-their-everyday-lives?s_campaign=Email:Extra&SUBID=99b48a5492&AUDID=24311317
[1] https://www.mobihealthnews.com/news/verily-cvs-health-join-budding-back-work-health-screening-market
[1] https://www.wsj.com/articles/trump-administration-asks-supreme-court-to-invalidate-affordable-care-act-11593148136?mod=hp_lead_pos2&utm_source=STAT%20Newsletters&utm_campaign=19fb67908c-MR_COPY_01&utm_medium=email&utm_term=0_8cab1d7961-19fb67908c-149677977
[1] https://xconomy.com/xcelerating-life-sciences-boston-the-highlights-podcast/

Top URLs in Tweet in G8:
[2] https://journals.lww.com/hcmrjournal/Abstract/2020/07000/How_to_make_a_job_more_than_just_a_paycheck_.8.aspx
[1] https://aoc.jarrardinc.com/a-prelude-hard-truths-and-change/
[1] https://saraxajov.blogspot.com/
[1] https://twitter.com/atashajordan/status/1275973407918698496
[1] https://twitter.com/gnayyar/status/1275798251397173248
[1] https://www.nytimes.com/2020/06/22/opinion/coronavirus-reopen-hospitals.html
[1] https://journals.lww.com/jhqonline/Documents/2021%20Call%20for%20Papers%20Final%20Feb%2017%202020.pdf
[1] https://healthblawg.com/2019/03/harlow-himsstv-humanize-healthcare.html?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://access2022.ca/fr/histoires/colin
[1] https://access2022.ca/story/colin

Top URLs in Tweet in G9:
[1] https://theoncologist.onlinelibrary.wiley.com/page/journal/1549490x/homepage/dizon_blog/reflectingback_lookingahead?cookieSet=1
[1] https://www.slideshare.net/subatomicdoc/medical-professionalism-10-20
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2766201
[1] https://www.sciencedirect.com/science/article/pii/S0747563220300935
[1] https://mashable.com/article/facebook-gave-users-data-5000-third-party-developers/

Top Domains
Top Domains in Tweet in Entire Graph:
[237] twitter.com
[53] healthblawg.com
[24] brianthomas.me
[19] lww.com
[18] wordpress.com
[17] healthcareittoday.com
[11] ac.uk
[11] jamanetwork.com
[11] stressresources.com
[10] airtime.pro

Top Domains in Tweet in G1:
[75] twitter.com
[7] wordpress.com
[5] mashable.com
[4] achonline.org
[4] healthcareittoday.com
[3] zoom.us
[2] cms.gov
[2] sencanada.ca
[2] gotowebinar.com
[2] hitlikeagirlpod.com

Top Domains in Tweet in G2:
[6] twitter.com
[4] cnbc.com
[3] wordpress.com
[2] linkedin.com
[1] theguardian.com
[1] texas.gov
[1] nationalpost.com
[1] 33charts.com
[1] texastribune.org
[1] mashable.com

Top Domains in Tweet in G3:
[104] twitter.com
[8] wordpress.com
[5] nih.gov
[5] triagecancer.org
[4] nchica.org
[3] cms.gov
[3] youtube.com
[3] tweetedtimes.com
[2] hitmc.com
[2] forbes.com

Top Domains in Tweet in G4:
[12] twitter.com
[11] stressresources.com
[9] klasresearch.com
[9] healthcareittoday.com
[1] arcgis.com
[1] nbcboston.com
[1] thriveglobal.com
[1] statnews.com
[1] cassieandfriends.ca
[1] bostonsoftwaresystems.com

Top Domains in Tweet in G5:
[18] twitter.com
[10] airtime.pro
[3] youtube.com
[2] news4jax.com
[1] cms.gov
[1] marketwatch.com
[1] healthsystemcovidrecovery.com
[1] blogtalkradio.com
[1] cbsnews.com
[1] buzzfeednews.com

Top Domains in Tweet in G6:
[52] healthblawg.com
[23] brianthomas.me
[7] touchpoint.health
[4] amazon.in
[3] facht.org
[3] thebossmagazine.com
[3] twitter.com
[3] amazon.com
[1] whypublichealthmatters.org
[1] searchenginejournal.com

Top Domains in Tweet in G7:
[3] blogspot.com
[2] healthcareitnews.com
[2] mobihealthnews.com
[2] linkedin.com
[2] twitter.com
[1] statnews.com
[1] medcitynews.com
[1] healthcaredive.com
[1] forbes.com
[1] boston.com

Top Domains in Tweet in G8:
[4] twitter.com
[3] lww.com
[2] access2022.ca
[2] surveymonkey.com
[2] iconohash.com
[1] jarrardinc.com
[1] blogspot.com
[1] nytimes.com
[1] healthblawg.com
[1] cms.gov

Top Domains in Tweet in G9:
[1] wiley.com
[1] slideshare.net
[1] jamanetwork.com
[1] sciencedirect.com
[1] mashable.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1980] hcldr
[209] covid19
[110] pinksocks
[108] hitsm
[94] healthcare
[74] digitalhealth
[47] telehealth
[40] medtwitter
[38] wearamask
[37] telemednow



Top Hashtags in Tweet in G1:
[544] hcldr
[64] covid19
[44] pinksocks
[33] healthcare
[26] telemednow
[20] telemedicine
[20] hitsm
[19] telehealth
[13] iot
[12] medicaldevices

Top Hashtags in Tweet in G2:
[181] hcldr
[27] pinksocks
[17] covid19
[8] wearamask
[7] houston
[6] telemednow
[4] texas
[4] telemedicine
[4] hapc
[3] siim20

Top Hashtags in Tweet in G3:
[795] hcldr
[37] covid19
[10] healthcare
[9] hcsm
[8] iot
[7] telehealth
[7] wearables
[7] machinelearning
[6] hitsm
[6] oncoalert

Top Hashtags in Tweet in G4:
[82] hcldr
[38] covid19
[26] wearamask
[24] handwashing
[24] socialdistancing
[15] hitsm
[12] haikuchallenge20
[12] poetry
[11] haiku
[11] npr

Top Hashtags in Tweet in G5:
[93] hcldr
[20] covid19
[17] coronavirus
[16] pophealth
[11] florida
[8] jacksonville
[7] covid
[5] machinelearning
[4] chsr20
[4] socialmedia

Top Hashtags in Tweet in G6:
[101] hcldr
[61] hitsm
[54] digitalhealth
[21] cio
[18] touchpoint
[18] healthcare
[15] wearables
[13] ai
[13] bcsm
[12] health

Top Hashtags in Tweet in G7:
[25] hcldr
[15] pinksocks
[8] telehealth
[7] covid19
[7] healthitchicks
[5] pandemic
[5] coronavirus
[4] digitalhealth
[4] ata2020
[4] healthcare

Top Hashtags in Tweet in G8:
[31] hcldr
[6] podcast
[5] healthcare
[2] patient
[2] meded
[2] medtwitter
[2] digitalhealth
[2] hitsm
[2] podcasts
[2] hcpodcast

Top Hashtags in Tweet in G9:
[6] hcldr
[4] cancer
[4] tiktok
[2] medtwitter
[1] academic
[1] oncologist
[1] pinksocks
[1] radonc
[1] covid19
[1] hcsm

Top Hashtags in Tweet in G10:
[4] hcldr
[2] healthtech
[1] healthcare
[1] datascience
[1] pinksocks
[1] covid19
[1] digitalhealth

Top Words
Top Words in Tweet in Entire Graph:
[1980] #hcldr
[342] joebabaian
[309] care
[292] colin_hung
[289] health
[282] patients
[261] hcldr
[255] healthcare
[209] #covid19
[202] t1

Top Words in Tweet in G1:
[544] #hcldr
[129] joebabaian
[89] rasushrestha
[87] colin_hung
[85] patients
[74] health
[71] hcldr
[64] #covid19
[62] care
[60] healthcare

Top Words in Tweet in G2:
[181] #hcldr
[121] joebabaian
[63] capacity
[63] txmedcenter
[62] methodisthosp
[62] saying
[61] others
[60] scoop
[60] abc13miya
[60] obfuscation

Top Words in Tweet in G3:
[795] #hcldr
[172] care
[166] hcldr
[154] colin_hung
[119] t1
[114] patients
[97] see
[88] health
[85] t2
[77] more

Top Words in Tweet in G4:
[82] #hcldr
[38] #covid19
[36] gracecordovano
[27] best
[26] #wearamask
[24] tool
[24] addition
[24] #handwashing
[24] #socialdistancing
[24] decrease

Top Words in Tweet in G5:
[93] #hcldr
[20] health
[20] #covid19
[17] #coronavirus
[16] #pophealth
[15] 2healthguru
[15] week
[14] fsgoldstein
[13] interesting
[12] healthcare

Top Words in Tweet in G6:
[101] #hcldr
[61] #hitsm
[55] healthcare
[54] #digitalhealth
[52] icymi
[52] gt
[44] health
[36] harlow
[31] podcast
[25] reedsmith

Top Words in Tweet in G7:
[25] #hcldr
[15] #pinksocks
[8] more
[8] #telehealth
[7] #covid19
[7] #healthitchicks
[6] need
[6] rasushrestha
[6] dont
[5] #pandemic

Top Words in Tweet in G8:
[31] #hcldr
[11] gt
[11] podcast
[9] healthcare
[8] directory
[7] take
[7] more
[7] please
[7] hcpodcasters
[6] care

Top Words in Tweet in G9:
[16] subatomicdoc
[14] cancer
[14] hospitals
[14] matter
[13] different
[13] survival
[13] top
[13] center
[13] vs
[13] affiliated

Top Words in Tweet in G10:
[6] going
[4] #hcldr
[3] give
[3] tech
[3] fix
[3] health
[3] problems
[3] unless
[3] society
[3] figure

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[110] forgotten,patients
[76] #hcldr,#hitsm
[69] scoop,abc13miya
[69] abc13miya,obfuscation
[69] obfuscation,gt
[69] gt,txmedcenter
[69] txmedcenter,methodisthosp
[69] methodisthosp,others
[69] others,saying
[69] saying,capacity

Top Word Pairs in Tweet in G1:
[39] forgotten,patients
[22] #hcldr,#pinksocks
[14] week's,#hcldr
[13] patients,join
[13] didn,set
[13] set,disrupt
[13] disrupt,healthcare
[13] healthcare,set
[13] set,meet
[13] meet,needs

Top Word Pairs in Tweet in G2:
[60] scoop,abc13miya
[60] abc13miya,obfuscation
[60] obfuscation,gt
[60] gt,txmedcenter
[60] txmedcenter,methodisthosp
[60] methodisthosp,others
[60] others,saying
[60] saying,capacity
[60] capacity,yesterday
[59] joebabaian,scoop

Top Word Pairs in Tweet in G3:
[41] primary,care
[40] forgotten,patients
[24] hcldr,t1
[24] billwongot,upwardmobility
[24] upwardmobility,alexharrisrn
[19] pfanderson,billwongot
[15] healthcare,system
[14] safety,measures
[14] measures,see
[14] physician,practices

Top Word Pairs in Tweet in G4:
[24] #wearamask,best
[24] best,tool
[24] tool,addition
[24] addition,#handwashing
[24] #handwashing,#socialdistancing
[24] #socialdistancing,decrease
[24] decrease,#covid19
[23] gracecordovano,#wearamask
[23] #covid19,transmis
[11] #haiku,#poetry

Top Word Pairs in Tweet in G5:
[11] pophealth,week
[11] week,hosts
[11] hosts,fred
[11] fred,goldstein
[11] goldstein,gregg
[11] gregg,masters
[11] masters,talk
[11] talk,today's
[11] today's,challenges
[11] challenges,#pophealth

Top Word Pairs in Tweet in G6:
[61] #hcldr,#hitsm
[52] icymi,gt
[50] #digitalhealth,#hcldr
[35] healthcare,#digitalhealth
[33] harlow,healthcare
[18] #touchpoint,podcast
[16] podcast,chrisboyer
[15] tpmnetwork,#touchpoint
[14] chrisboyer,reedsmith
[12] reedsmith,discuss

Top Word Pairs in Tweet in G7:
[13] #pinksocks,#hcldr
[4] love,neighbor
[4] neighbor,yourself
[4] yourself,simple
[4] simple,commandment
[4] commandment,compassion
[4] compassion,clearly
[4] clearly,lacking
[4] lacking,country
[4] country,right

Top Word Pairs in Tweet in G8:
[6] building,free
[6] free,directory
[6] directory,healthcare
[6] please,take
[6] take,moment
[6] moment,send
[6] send,suggestions
[5] podcast,advertisers
[5] advertisers,really
[5] really,honest

Top Word Pairs in Tweet in G9:
[13] different,survival
[13] survival,top
[13] top,cancer
[13] cancer,center
[13] center,vs
[13] vs,affiliated
[13] affiliated,hospitals
[13] hospitals,questions
[13] questions,branding
[13] branding,matter

Top Word Pairs in Tweet in G10:
[3] tech,going
[3] going,fix
[3] fix,health
[3] health,problems
[3] problems,unless
[3] unless,society
[3] society,figure
[3] figure,important
[3] important,going
[3] going,forward

Top Replied-To
Top Replied-To in Entire Graph:
@hcldr
@colin_hung
@gailzahtz
@jwsamuel
@joebabaian
@gailyentabeck
@sandrawoodsmtl
@jamesian
@pfanderson
@mannziva

Top Replied-To in G1:
@hcldr
@colin_hung
@joebabaian
@gailzahtz
@jwsamuel
@rasushrestha
@nathangrunewald
@sandrawoodsmtl
@stacy_hurt
@2healthguru

Top Replied-To in G2:
@pamressler
@rasushrestha
@stacy_hurt
@ushahmd
@gailzahtz
@gailyentabeck
@rblount
@taradavismsph
@darakass
@meganranney

Top Replied-To in G3:
@colin_hung
@jwsamuel
@hcldr
@gailzahtz
@pfanderson
@maxoutofpocket
@jamesian
@mannziva
@gailyentabeck
@dandunlop

Top Replied-To in G4:
@joebabaian
@hcldr
@gailyentabeck
@hassanah2017
@dlschermd
@healthdata4all
@pjmachado
@aaronwatson59
@askjoyrios

Top Replied-To in G5:
@sandrawoodsmtl
@nathangrunewald
@pjmachado
@joebabaian
@jwsamuel
@healthhashtags
@healthdata4all
@stacy_hurt
@maelstream
@wjxt4

Top Replied-To in G6:
@cpssravan

Top Replied-To in G7:
@jill_degraff
@rasushrestha

Top Replied-To in G9:
@j_luh

Top Replied-To in G10:
@mloxton

Top Mentioned
Top Mentioned in Entire Graph:
@joebabaian
@colin_hung
@hcldr
@rasushrestha
@nathangrunewald
@txmedcenter
@methodisthosp
@abc13miya
@pamressler
@jameyedwards

Top Mentioned in G1:
@joebabaian
@rasushrestha
@colin_hung
@jameyedwards
@hcldr
@gerilynn
@nathangrunewald
@techguy
@arwmd
@taradavismsph

Top Mentioned in G2:
@joebabaian
@txmedcenter
@methodisthosp
@abc13miya
@colin_hung
@nathangrunewald
@rasushrestha
@pamressler
@aslavitt
@jamcbride

Top Mentioned in G3:
@hcldr
@colin_hung
@joebabaian
@upwardmobility
@pfanderson
@alexharrisrn
@gailzahtz
@jwsamuel
@billwongot
@cmsgov

Top Mentioned in G4:
@gracecordovano
@nathangrunewald
@joebabaian
@pamressler
@drianweissman
@rasushrestha
@jk_jeffery
@colin_hung
@klasresearch
@jasonawolf

Top Mentioned in G5:
@2healthguru
@fsgoldstein
@colin_hung
@lennycurry
@ahahospitals
@covidsummit
@pjmachado
@hcnowradio
@davidshulkin
@drnic1

Top Mentioned in G6:
@reedsmith
@tpmnetwork
@chrisboyer
@divergentcio
@finemorningph
@doctor_v
@bobbyrettew
@drcorriel
@healthblawg
@acht_usa

Top Mentioned in G7:
@rasushrestha
@americantelemed
@savagelucia
@bddol
@naomifried
@ajmontpetit
@jkvedar
@llevitt800
@xconomy
@drecroach

Top Mentioned in G8:
@hcpodcasters
@jkennedy93

Top Mentioned in G9:
@subatomicdoc
@drdonsdizon
@oncjournal
@rhodeislandmd
@nickisnpdx
@pre_rad
@cuttingforstone
@sarahkrug1
@davidcookemd
@rasushrestha

Top Mentioned in G10:
@jhuntpath
@scavanaghmd
@mdpartner
@drnletourneau
@memoirsofamommy
@shannonomac
@brbmclaughlin
@anetto
@realhayman
@rebeccamgoodwin

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@evankirstel
@cybersec_feeds
@gambiste1
@netminnow
@katcapps
@femtech_
@brontyman
@riskyliberal
@walmart

Top Tweeters in G1:
@jurylady5
@evankirstel
@cybersec_feeds
@femtech_
@brontyman
@nytimes
@mashable
@websecurityit
@jessicafastball
@drferdowsi

Top Tweeters in G2:
@netminnow
@katcapps
@riskyliberal
@ken_crichlow
@ajgma
@lorisums
@empnew
@sharon_lynch
@tmwinsett
@houstonchron

Top Tweeters in G3:
@pfanderson
@billwongot
@pardoe_ai
@picardonhealth
@shereesepubhlth
@givoly
@medivizor
@angelahemans
@iluvacuba
@denniskendel

Top Tweeters in G4:
@natricer
@iamrosario_
@cancergeek
@elizawallace27
@lalupuslady
@realcruzhenry
@tiktok_us
@jumlo
@drianweissman
@choo_ek

Top Tweeters in G5:
@walmart
@khou
@cbsnews
@wjxt4
@paulrlanni
@thecuriousluke
@wokvnews
@misterchambo
@theweek
@2healthguru

Top Tweeters in G6:
@dataaugmented
@stem_nastics
@misssophiebot
@publichealthmap
@mededbot
@divergentcio
@mkrivich
@drlindamd
@doctor_v
@healthblawg

Top Tweeters in G7:
@realdonaldtrump
@vmcombs
@amermedicalassn
@xconomy
@amerurological
@drsimpsonhsr
@mit
@venturevalkyrie
@ajmontpetit
@shatterproofhq

Top Tweeters in G8:
@wareflo
@whymandesign
@iconohash
@dboycemd
@janicemccallum
@jkennedy93
@infoway
@betamomma
@usefularts
@macadamianlabs

Top Tweeters in G9:
@justbementalist
@akdm_bot
@zephtx
@subatomicdoc
@stevecripe57
@epuujee
@robertareads
@oncoalert
@drdonsdizon
@ritarubin

Top Tweeters in G10:
@anetto
@mloxton
@enceladosaurus
@ubiquity75
@realhayman
@shannonomac
@webmz_
@500womensci
@ruha9
@encel


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