#PrimaryCare OR #GeneralPractice OR #TeamGP OR #GPTwitter OR #FamilyMedicine OR "general practice" OR "general practitioner" OR "primary care" OR "family medicine", Twitter, 4/30/2020 5:57:41 PM, 225884


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#PrimaryCare OR #GeneralPractice OR #TeamGP OR #GPTwitter OR #FamilyMedicine OR "general practice" O
#PrimaryCare OR #GeneralPractice OR #TeamGP OR #GPTwitter OR #FamilyMedicine OR "general practice" O
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Uploaded on:
April 30, 2020
Short Description:
#PrimaryCare OR #GeneralPractice OR #TeamGP OR #GPTwitter OR #FamilyMedicine OR "general practice" OR "general practitioner" OR "primary care" OR "family medicine" via NodeXL https://bit.ly/3aSWEYa
@pcpcc
@rcgp
@nhsengland
@allysonpollock
@gmacscotland
@dylanlscott
@voxdotcom
@randaperkinsmd

Description:
Description
The graph represents a network of 19,074 Twitter users whose recent tweets contained "#PrimaryCare OR #GeneralPractice OR #TeamGP OR #GPTwitter OR #FamilyMedicine OR "general practice" OR "general practitioner" OR "primary care" OR "family medicine"", 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, 30 April 2020 at 08:20 UTC.

The tweets in the network were tweeted over the 7-day, 0-hour, 20-minute period from Thursday, 23 April 2020 at 06:54 UTC to Thursday, 30 April 2020 at 07:14 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 : 19074
Unique Edges : 31801
Edges With Duplicates : 6494
Total Edges : 38295
Self-Loops : 4211
Reciprocated Vertex Pair Ratio : 0.0315956287761233
Reciprocated Edge Ratio : 0.0612558407476157
Connected Components : 3547
Single-Vertex Connected Components : 1755
Maximum Vertices in a Connected Component : 10501
Maximum Edges in a Connected Component : 28226
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.199322
Graph Density : 8.58882277333368E-05
Modularity : 0.758382
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 19,074 Twitter users whose recent tweets contained "#PrimaryCare OR #GeneralPractice OR #TeamGP OR #GPTwitter OR #FamilyMedicine OR "general practice" OR "general practitioner" OR "primary care" OR "family medicine"", 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, 30 April 2020 at 08:20 UTC.

The tweets in the network were tweeted over the 7-day, 0-hour, 20-minute period from Thursday, 23 April 2020 at 06:54 UTC to Thursday, 30 April 2020 at 07:14 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 : #PrimaryCare OR #GeneralPractice OR #TeamGP OR #GPTwitter OR #FamilyMedicine OR "general practice" OR "general practitioner" OR "primary care" OR "family medicine"
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:
[143] https://www.vox.com/2020/4/27/21231528/coronavirus-covid-19-primary-care-doctors-crisis
[66] https://www.washingtonpost.com/outlook/2020/04/24/pandemic-could-put-your-doctor-out-business/
[63] https://www.primary-care.or.jp/imp_news/pdf/20200311.pdf
[63] https://www.vox.com/2020/4/27/21231528/coronavirus-covid-19-primary-care-doctors-crisis?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[34] http://Surgeon.Family
[31] https://www.bensound.com
[31] https://abetternhs.net/2020/04/16/a-month-in-primary-care-with-coronavirus-sudden-death-end-of-life-discussions-lockdown-and-inequalities/
[30] https://author.to/JoniMartinsAuthor
[26] https://www.eventbrite.co.uk/e/covid-19-patient-assessment-the-role-of-physiology-and-oximetry-tickets-103148423712
[25] https://www.statnews.com/2020/04/29/save-primary-care-devastation-covid-19/

Top URLs in Tweet in G1:
[84] https://www.vox.com/2020/4/27/21231528/coronavirus-covid-19-primary-care-doctors-crisis
[58] https://www.vox.com/2020/4/27/21231528/coronavirus-covid-19-primary-care-doctors-crisis?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[32] https://www.washingtonpost.com/outlook/2020/04/24/pandemic-could-put-your-doctor-out-business/
[17] https://www.statnews.com/2020/04/29/save-primary-care-devastation-covid-19/
[12] https://www.commonwealthfund.org/blog/2020/primary-care-and-covid-19-pandemic?utm_source=twitter&utm_medium=social&utm_campaign=Delivery%20System%20Reform
[8] https://hfam.ca/
[7] https://www.surveymonkey.com/survey-closed/?sm=Piw55rhgYQIY31Ut2akHhO5A5I455oW2yAVEpe8fX6HwjTgxtmDP056PI7NG_2BdDI35Y0dB8M190GA9fiWGQUKxmrQ0JFcd61UeBQopxLIqs_3D
[6] https://www.washingtonpost.com/outlook/2020/04/24/pandemic-could-put-your-doctor-out-business/?arc404=true
[5] https://www.facebook.com/AledadeACO/
[5] https://www.aafpfoundation.org/foundation/get-involved/give/COVID19EmergencyReliefFund.html

Top URLs in Tweet in G2:
[26] https://www.eventbrite.co.uk/e/covid-19-patient-assessment-the-role-of-physiology-and-oximetry-tickets-103148423712
[22] https://r1.dotmailer-surveys.com/b649lxf0-654ml2f7
[12] https://people.nhs.uk/lookingafteryoutoo/
[12] https://ockham.healthcare/podcast-christiana-melam-nicola-gitsham-why-general-practice-needs-social-prescribing-link-workers/
[8] https://teamnet.clarity.co.uk/C84064/Returns/Response
[7] https://www.hsj.co.uk/primary-care/covid-vulnerable-patient-list-balloons-by-500000/7027503.article
[5] https://www.england.nhs.uk/coronavirus/primary-care/other-resources/webinars/
[5] https://rcgp.org.uk/observegp
[5] https://link.medium.com/9nW9nFWuW5
[5] https://www.youtube.com/watch?v=EUGurkVfJQI&feature=youtu.be


Top URLs in Tweet in G3:
[32] http://Surgeon.Family
[23] https://www.vox.com/2020/4/27/21231528/coronavirus-covid-19-primary-care-doctors-crisis
[22] https://www.washingtonpost.com/outlook/2020/04/24/pandemic-could-put-your-doctor-out-business/
[16] https://myemail.constantcontact.com/subject.html?soid=1102701454106&aid=4h5tQv0u4Co
[8] https://www.primary-care.or.jp/imp_news/pdf/20200311.pdf
[8] http://GenesisSearch.com
[6] https://www.washingtonpost.com/outlook/2020/04/24/pandemic-could-put-your-doctor-out-business/?arc404=true
[6] https://www.fiercehealthcare.com/practices/industry-voices-primary-care-needs-a-new-operating-system
[6] https://twitter.com/jaketapper/status/1255141374032138250
[6] https://general-practice-attorney-502.business.site/?hl=ar

Top URLs in Tweet in G4:
[3] https://www.hsj.co.uk/primary-care/covid-vulnerable-patient-list-balloons-by-500000/7027503.article#.XqguHopWp78.twitter
[3] https://www.hsj.co.uk/primary-care/covid-vulnerable-patient-list-balloons-by-500000/7027503.article?mkt_tok=eyJpIjoiWWpjek16aGtPVFV6WVdRMSIsInQiOiJtQWpieHlhMEpCR2ZRRVlHUDF1cncwaEtCbXZQeWtDMEJsSnhmR1BaWVNGT3pSU2RMZnp5ejBBdTBGZ1dUeTRYcFRDbXIzMmhvUkxGK2RrcCthZCttUFMrN1RBdkNDdzlpNnF0SlBrMG5wajR2dHF3VU9ES21INXFZK1N0MDdNWCJ9
[2] https://www.cebm.net/covid-19/what-is-the-efficacy-of-standard-face-masks-compared-to-respirator-masks-in-preventing-covid-type-respiratory-illnesses-in-primary-care-staff/
[2] https://covid19.pcnwebsite.org/
[2] https://www.england.nhs.uk/coronavirus/wp-content/uploads/sites/52/2020/03/C0133-COVID-19-Primary-Care-SOP-GP-practice_V2.1_6-April.pdf
[2] https://www.hsj.co.uk/primary-care/radical-relaxation-of-gp-records-and-booking-rules/7027486.article#.XqLhqT7rU1M.twitter
[1] https://online.pubhtml5.com/ngbw/xetm/
[1] https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-020-1082-7
[1] https://twitter.com/NursingNotesUK/status/1253940343520690182
[1] https://twitter.com/dr2nisreenalwan/status/1255250896705015810

Top URLs in Tweet in G5:
[10] http://a16z.com/?p=299836
[10] https://a16z.com/2020/04/22/primary-care-new-operating-system/
[4] https://www.fiercehealthcare.com/practices/industry-voices-primary-care-needs-a-new-operating-system
[2] https://twitter.com/a16z/status/1253729187376087046
[2] https://www.improvediagnosis.org/teledx-twitter-chat/
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.mayoclinicproceedings.org%2Farticle%2FS0025-6196%2819%2930202-2%2Ffulltext&rc=0
[2] https://www.washingtonpost.com/outlook/2020/04/24/pandemic-could-put-your-doctor-out-business/
[2] https://twitter.com/aafp/status/1255142430967361538
[2] https://www.journalofhealthdesign.com/JHD/podcasts/view/264
[2] https://www.healthcareitnews.com/news/1-5-primary-care-practices-predicts-closure-month-telehealth-could-help?utm_campaign=General%20News&utm_content=127289491&utm_medium=social&utm_source=twitter&hss_channel=tw-549501959

Top URLs in Tweet in G6:
[10] https://edition.cnn.com/2020/04/28/politics/arizona-kelli-ward-coronavirus-protests/index.html
[2] https://eu.azcentral.com/story/opinion/op-ed/laurieroberts/2019/04/17/kelli-ward-tanking-leader-arizona-republican-party/3498946002/
[1] https://twitter.com/kelliwardaz/status/1253869291738284032
[1] https://www.nytimes.com/2020/04/27/nyregion/new-york-city-doctor-suicide-coronavirus.html
[1] https://www.nytimes.com/2020/04/23/health/coronavirus-measles-vaccines.html
[1] https://www.azoca.gov/resources/faqs/healthcare/
[1] https://www.medicare.gov/claims-appeals/file-a-complaint/filing-complaints-about-a-doctor-hospital-or-provider
[1] https://amp.cnn.com/cnn/2020/04/28/politics/arizona-kelli-ward-coronavirus-protests/index.html

Top URLs in Tweet in G7:
[2] https://twitter.com/echolivecork/status/1254340664810143744
[1] https://twitter.com/walleyray/status/1253610644437434368
[1] https://twitter.com/dionfanning/status/1253768894382292994
[1] https://abetternhs.net/2020/04/16/a-month-in-primary-care-with-coronavirus-sudden-death-end-of-life-discussions-lockdown-and-inequalities/
[1] https://www.hpsc.ie/a-z/respiratory/coronavirus/novelcoronavirus/algorithms/
[1] https://twitter.com/trishgreenhalgh/status/1253244613927874560?s=19
[1] https://www.medicalprotection.org/covid19-podcast
[1] https://www.rte.ie/news/coronavirus/2020/0428/1135456-nphet/
[1] https://www.irishexaminer.com/breakingnews/ireland/teens-increasingly-trapped-by-drugs-debt-as-journey-from-user-to-dealer-escalates-995520.html#.XqFphsHnXg8.twitter
[1] https://twitter.com/ICGPnews/status/1254485531234361348

Top URLs in Tweet in G8:
[12] https://www.myhealth.va.gov/mhv-portal-web/home
[4] https://eu.usatoday.com/story/news/health/2020/04/02/coronavirus-pandemic-jobs-us-health-care-workers-furloughed-laid-off/5102320002/
[1] https://www.healthaffairs.org/do/10.1377/hblog20200415.293535/full/?cookieSet=1
[1] https://scholars.org/contribution/what-americans-can-learn-israels-universal-flexible-and-cost-efficient-health
[1] https://eu.jsonline.com/story/news/investigations/2019/05/13/hospitals-divert-ambulances-when-incoming-patients-more-likely-poor/1133582001/
[1] https://blogs.va.gov/
[1] https://www.youtube.com/watch?v=XibFIQ3xbqA&feature=youtu.be

[1] https://www.youtube.com/watch?v=j2QGkH4vkig&feature=youtu.be

[1] https://www.healio.com/primary-care/practice-management/news/online/%7B987bc1da-479c-46d4-81bd-417c54f01df4%7D/trump-budget-cuts-threaten-antimicrobial-stewardship
[1] https://edition.cnn.com/2020/04/28/politics/arizona-kelli-ward-coronavirus-protests/index.html

Top URLs in Tweet in G9:
[13] https://www.mja.com.au/journal/2020/212/9/general-practice-research-investment-improve-health-all-australians
[8] https://pubmed.ncbi.nlm.nih.gov/32233343/
[5] https://www.cebm.net/covid-19/what-conditions-could-we-prioritise-in-the-primary-care-setting-to-reduce-non-covid-related-admissions-to-hospital/
[4] https://www.mja.com.au/journal/2020/212/9/assessing-fitness-drive-older-people-need-evidence-based-toolkit-general
[4] https://onthewards.org/general-practice-training-and-junior-doctor-wellbeing/
[4] https://www.quit.org.au/resources/general-practice/info-health-professionals-covid-19-and-smoking/
[3] https://www.bmj.com/content/368/bmj.m1182
[3] https://medcitynews.com/2020/04/covid-19-requires-a-marshall-plan-for-primary-care/
[2] https://twitter.com/jo_manski/status/1254618480038436864
[2] https://insightplus.mja.com.au/2020/16/gp-research-starting-from-scratch-without-dedicated-funding/

Top URLs in Tweet in G10:
[2] https://www.statnews.com/2020/04/29/save-primary-care-devastation-covid-19/
[2] https://labblog.uofmhealth.org/rounds/taking-opioids-for-chronic-pain-may-make-it-harder-to-find-primary-care
[2] https://www.painnewsnetwork.org/stories/2020/4/20/prop-linked-to-new-federal-opioid-study
[1] https://medcitynews.com/2020/04/covid-19-requires-a-marshall-plan-for-primary-care/
[1] https://twitter.com/D321Debbie/status/1253767284650315776
[1] https://twitter.com/d321debbie/status/1254157831424684034
[1] https://www.washingtonpost.com/outlook/2020/04/24/pandemic-could-put-your-doctor-out-business/
[1] https://www.ahrq.gov/news/blog/ahrqviews/nurses-week.html
[1] https://www.youtube.com/watch?v=wNyR8Fd7YT4&feature=youtu.be

[1] http://www.fmresident.com/?p=347

Top Domains
Top Domains in Tweet in Entire Graph:
[826] twitter.com
[225] vox.com
[221] co.uk
[127] youtube.com
[115] healio.com
[114] careerarc.com
[111] nhs.uk
[88] washingtonpost.com
[69] linkedin.com
[66] nih.gov

Top Domains in Tweet in G1:
[152] vox.com
[115] twitter.com
[40] washingtonpost.com
[26] healio.com
[26] commonwealthfund.org
[19] aafp.org
[19] statnews.com
[13] milbank.org
[11] surveymonkey.com
[10] aledade.com

Top Domains in Tweet in G2:
[181] twitter.com
[91] co.uk
[46] nhs.uk
[36] org.uk
[28] youtube.com
[23] dotmailer-surveys.com
[18] ockham.healthcare
[12] ac.uk
[9] createsend.com
[9] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[184] twitter.com
[94] careerarc.com
[56] healio.com
[47] linkedin.com
[39] co.uk
[38] instagram.com
[32] surgeon.family
[31] washingtonpost.com
[31] vox.com
[26] careers.global

Top Domains in Tweet in G4:
[12] co.uk
[8] twitter.com
[5] nhs.uk
[2] biomedcentral.com
[2] cebm.net
[2] itv.com
[2] pcnwebsite.org
[2] theguardian.com
[1] pubhtml5.com
[1] ac.uk

Top Domains in Tweet in G5:
[20] a16z.com
[9] twitter.com
[4] fiercehealthcare.com
[3] journalofhealthdesign.com
[3] healthcareitnews.com
[2] improvediagnosis.org
[2] elsevierhealth.com
[2] washingtonpost.com
[2] nih.gov
[1] homehealthcarenews.com

Top Domains in Tweet in G6:
[11] cnn.com
[2] azcentral.com
[2] nytimes.com
[1] twitter.com
[1] azoca.gov
[1] medicare.gov

Top Domains in Tweet in G7:
[7] twitter.com
[1] abetternhs.net
[1] hpsc.ie
[1] medicalprotection.org
[1] rte.ie
[1] irishexaminer.com
[1] hpe.com

Top Domains in Tweet in G8:
[13] va.gov
[4] youtube.com
[4] twitter.com
[4] usatoday.com
[2] healio.com
[1] healthaffairs.org
[1] scholars.org
[1] jsonline.com
[1] cnn.com
[1] vox.com

Top Domains in Tweet in G9:
[27] com.au
[21] org.au
[20] twitter.com
[9] nih.gov
[7] cebm.net
[6] onthewards.org
[5] bmj.com
[4] govt.nz
[3] medcitynews.com
[3] spor-pihci.com

Top Domains in Tweet in G10:
[7] twitter.com
[2] statnews.com
[2] uofmhealth.org
[2] painnewsnetwork.org
[1] medcitynews.com
[1] washingtonpost.com
[1] ahrq.gov
[1] youtube.com
[1] fmresident.com
[1] painmedicinenews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1329] covid19
[1119] primarycare
[367] familymedicine
[254] generalpractice
[239] coronavirus
[228] medtwitter
[176] teamgp
[124] cuba
[116] nhs
[113] healthcare



Top Hashtags in Tweet in G1:
[257] covid19
[213] primarycare
[52] familymedicine
[50] abhealth
[27] telemedicine
[25] medtwitter
[21] covid
[20] coronavirus
[14] fmrevolution
[14] healthcare

Top Hashtags in Tweet in G2:
[326] primarycare
[237] covid19
[199] generalpractice
[133] teamgp
[60] lookingafteryoutoo
[42] rcgptogether
[34] socialprescribing
[28] nhs
[26] linkworkers
[25] news2

Top Hashtags in Tweet in G3:
[202] primarycare
[137] familymedicine
[124] covid19
[104] doctorjobs
[104] physicianjobs
[51] healthcare
[38] physician
[38] health
[36] coronavirus
[33] doctors

Top Hashtags in Tweet in G4:
[17] covid19
[5] covid
[4] ppe
[3] covid_19
[2] newsnight
[2] gp
[2] primarycare
[2] lymedisease
[2] antibiotics
[1] no10presser

Top Hashtags in Tweet in G5:
[16] primarycare
[11] teledx
[7] vitals
[7] covid19
[5] patient
[5] ff
[4] telemedicine
[4] patientexperience
[4] medicareforall
[3] telemednow

Top Hashtags in Tweet in G6:
[1] covid19
[1] firstdonoharm

Top Hashtags in Tweet in G7:
[16] goodmorningbritain
[14] covid19
[4] covid19ireland
[2] slaintefudge
[2] gppn
[1] tonightvmtv
[1] coronavirus
[1] covid_19
[1] covid_19ireland
[1] stayhomesavelives

Top Hashtags in Tweet in G8:
[6] covid19
[4] nos386
[3] hydroxychloroquine
[2] coronavirus
[2] wwg1wwga
[2] americans
[2] americansworkingtogether
[2] primarycare
[1] fakenews
[1] maga2020

Top Hashtags in Tweet in G9:
[48] covid19
[28] primarycare
[17] freeaccesss
[14] covid
[11] generalpractice
[10] ehealth
[9] medtwitter
[9] nurses
[8] juniordoctors
[7] mentalhealth

Top Hashtags in Tweet in G10:
[10] familymedicine
[8] primarycare
[3] medstudenttwitter
[2] cpp
[2] meded
[1] opioidcrisis
[1] opioid
[1] ehealth
[1] homelessness
[1] pain

Top Words
Top Words in Tweet in Entire Graph:
[18267] Words in Sentiment List#1: Positive
[16056] Words in Sentiment List#2: Negative
[47] Words in Sentiment List#3: Angry/Violent
[587234] Non-categorized Words
[621558] Total Words
[15339] care
[12701] primary
[3132] health
[2681] medicine
[2458] family

Top Words in Tweet in G1:
[2459] care
[1892] primary
[415] #covid19
[403] patients
[391] s
[386] family
[378] health
[373] pandemic
[366] practices
[334] doctors

Top Words in Tweet in G2:
[1438] care
[1161] primary
[543] practice
[490] #primarycare
[486] #covid19
[422] covid
[356] during
[333] general
[327] rcgp
[290] please

Top Words in Tweet in G3:
[1554] care
[1280] primary
[642] medicine
[584] family
[435] physician
[430] health
[301] general
[244] covid
[219] 19
[216] more

Top Words in Tweet in G4:
[1238] care
[1165] primary
[1000] services
[570] health
[570] community
[552] public
[518] home
[514] social
[509] epidemic
[505] local

Top Words in Tweet in G5:
[474] family
[462] t
[251] s
[249] care
[244] patients
[243] medicine
[233] telemedicine
[232] talk
[230] environment
[228] modern

Top Words in Tweet in G6:
[493] professionals
[472] med
[332] care
[321] primary
[311] dr
[305] physician
[296] kelliwardaz
[276] medicine
[274] jaketapper
[264] medical

Top Words in Tweet in G7:
[265] care
[200] primary
[140] good
[139] general
[135] gps
[133] practice
[130] team
[94] hospitals
[94] s
[93] dr

Top Words in Tweet in G8:
[209] care
[172] primary
[82] realdonaldtrump
[78] health
[56] physician
[54] dr
[53] va
[43] t
[34] doctor
[34] more

Top Words in Tweet in G9:
[244] care
[201] practice
[197] general
[184] primary
[112] research
[94] covid
[81] health
[76] 19
[69] now
[67] more

Top Words in Tweet in G10:
[149] care
[137] primary
[70] pain
[69] now
[58] doctors
[54] take
[54] doing
[54] years
[54] unqualified
[53] 100's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12588] primary,care
[1770] covid,19
[1680] family,medicine
[1445] general,practice
[1241] care,physician
[795] public,health
[651] health,primary
[579] don,t
[569] care,doctor
[527] care,social

Top Word Pairs in Tweet in G1:
[1870] primary,care
[252] care,practices
[218] care,doctors
[217] family,medicine
[202] covid,19
[139] crisis,primary
[134] doctors,patients
[125] care,physicians
[119] independent,primary
[117] coronavirus,created

Top Word Pairs in Tweet in G2:
[1143] primary,care
[327] general,practice
[238] covid,19
[213] during,#covid19
[149] still,open
[143] #covid19,nhsengland
[143] nhsengland,primarycarenhs
[142] #generalpractice,still
[139] open,week
[139] week,spoke

Top Word Pairs in Tweet in G3:
[1266] primary,care
[496] family,medicine
[206] covid,19
[161] care,physician
[141] general,practitioner
[140] medicine,physician
[109] general,practice
[109] link,bio
[95] care,doctor
[85] #physicianjobs,#doctorjobs

Top Word Pairs in Tweet in G4:
[1165] primary,care
[550] public,health
[531] health,primary
[491] care,social
[490] nightingale,hospitals
[490] hospitals,virtually
[490] virtually,empty
[490] empty,billions
[490] billions,gone
[490] gone,much

Top Word Pairs in Tweet in G5:
[240] family,medicine
[228] didn,t
[228] don,t
[227] medicine,rebranded
[227] rebranded,telemedicine
[227] telemedicine,modern
[227] modern,house
[227] house,calls
[227] calls,s
[227] s,legit

Top Word Pairs in Tweet in G6:
[472] med,professionals
[321] primary,care
[301] care,physician
[240] medical,license
[239] kelliwardaz,primary
[236] jaketapper,ultra
[236] ultra,mocking
[236] mocking,disrespectful
[236] disrespectful,dangerous
[236] dangerous,med

Top Word Pairs in Tweet in G7:
[200] primary,care
[111] general,practice
[67] simonharristd,paulreiddublin
[65] dr,austin
[65] austin,bro
[65] bro,brian
[65] brian,kirwan
[65] kirwan,team
[65] team,getting
[65] getting,primary

Top Word Pairs in Tweet in G8:
[171] primary,care
[53] care,physician
[20] care,doctor
[20] health,care
[18] care,provider
[16] don,t
[15] family,medicine
[14] care,doctors
[14] prescribed,hydroxychloroquine
[13] much,more

Top Word Pairs in Tweet in G9:
[194] general,practice
[184] primary,care
[85] practice,research
[61] covid,19
[30] research,investment
[30] investment,improve
[30] improve,health
[30] health,australians
[28] care,setting
[22] 1,week

Top Word Pairs in Tweet in G10:
[135] primary,care
[58] care,doctors
[53] doctors,take
[53] take,pain
[53] pain,doing
[53] doing,100's
[53] 100's,years
[53] years,cdc
[53] cdc,now
[53] now,unqualified

Top Replied-To
Top Replied-To in Entire Graph:
@jaketapper
@paullewis
@justinwolfers
@drhelbro
@roger4livmac
@chrisgiles_
@dpjhodges
@kelliwardaz
@rabdickson4
@thomaskaine5

Top Replied-To in G1:
@justinwolfers
@roger4livmac
@dorisgrinspun
@tjvalenti
@daniapal
@aslavitt
@gimapreceptor
@albertadoctors
@stevebuick2
@dshepyeg

Top Replied-To in G2:
@mojitobab
@fhussain73
@pash22
@kramergraham
@rsharmapharma
@rcgp
@croseveare
@drbekkir
@conexushealthuk
@drsimonhodes

Top Replied-To in G3:
@hendrickshealth

Top Replied-To in G4:
@paullewis
@chrisgiles_
@sonia_chester
@jmpsimor
@rob_merrick
@irenegarth1946
@drsimonlennane
@drpeterokane
@profkarolsikora
@mrjamesob

Top Replied-To in G5:
@tinawheat
@julesyoo
@randaperkinsmd
@techguy
@boltyboy
@ddrossman
@maaloufmd
@colin_hung
@healthcare_coo
@davedolton

Top Replied-To in G6:
@jaketapper
@kelliwardaz
@brucebourgoine
@ddeenniissee59
@kelliward4az
@thejasonmarino
@pontifexcarlin
@chiproytx
@marklevinenyc
@brionneeley

Top Replied-To in G7:
@drmarkmurphy
@psychpolis
@stevemur67
@conallom
@drbosheagp
@hseimm
@thebigfeen
@paulreiddublin
@minmdaw
@borthwickdavid

Top Replied-To in G8:
@realdonaldtrump
@carmine_zozzora
@surgeon_general
@gtconway3d
@smc429
@stlkatydid
@akeratsat
@jillibean557
@darkenigmatic
@presssec

Top Replied-To in G9:
@fewingsbj
@rachelmtindall
@alanbixter
@lizoluwi
@racgppresident
@andrewdpinto
@lizsturgiss
@thebma
@rnros
@drmukeshh

Top Replied-To in G10:
@cppcommunity3
@ahrqnews
@shasta_rayne
@thomasklinemd
@caulimovirus
@kaake_rn
@pacintx
@msandreamolina
@karenerrichetti
@low_hana

Top Mentioned
Top Mentioned in Entire Graph:
@nhsengland
@rcgp
@kelliwardaz
@ceo_ama
@azeem_majeed
@primarycarenhs
@peterjukes
@nikkikf
@matthancock
@dylanlscott

Top Mentioned in G1:
@dylanlscott
@shandro
@voxdotcom
@pcpcc
@aafp
@theagenda
@aslavitt
@snewbery1
@ontariosdoctors
@danielmhorn

Top Mentioned in G2:
@nhsengland
@rcgp
@primarycarenhs
@nikkikf
@ahsnnetwork
@theqni
@rpharms
@thercn
@trishgreenhalgh
@pcpa_org

Top Mentioned in G3:
@neonp
@draginecoestei1
@primarycare01
@imaevarsity
@ameriwound
@canisgallicus

Top Mentioned in G4:
@azeem_majeed
@peterjukes
@phe_uk
@who
@imperialcollege
@bbcnewsnight
@tobias_ellwood
@emmabarnett
@piersmorgan
@lewis_goodall

Top Mentioned in G5:
@julesyoo
@plepner
@jkvedar
@schrandtsuz
@carebyfirefly
@a16z
@buoyhealth
@healthtap
@iorahealth
@notablehealth

Top Mentioned in G6:
@kelliwardaz
@ceo_ama
@amermedicalassn
@kfunk937
@jaketapper
@kelliward4az
@aslavitt
@bradleywhitford
@azmedicalboard
@anitawarren2

Top Mentioned in G7:
@roinnslainte
@simonharristd
@paulreiddublin
@hselive
@comiskeycath
@drninabyrnes
@psychpolis
@newstalkfm
@icgpnews
@bravocharlieta1

Top Mentioned in G8:
@realdonaldtrump
@potus
@joebiden
@us_fda
@senronjohnson
@aapsonline
@drlee4america
@bfraser747
@senategop
@senatedems

Top Mentioned in G9:
@racgp
@themja
@apnanurses
@lizsturgiss
@greghuntmp
@cebmoxford
@danielle_mazza
@acrrm
@unimelbmdhs
@gkspurling

Top Mentioned in G10:
@wopsufir
@jsg_54
@tootwisted40
@joeallennewman
@fightpaindaily
@pithypins
@nickcarlin6
@process_x
@esteckler2
@jmkillingnyc

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@vzwsupport
@dichristine
@jurylady5
@pairsonnalitesa
@lennaleprena
@edinburghwatch
@s9tmt
@serioustom1
@threadreaderapp

Top Tweeters in G1:
@dichristine
@threadreaderapp
@revolution_fr
@sddphoto
@bkindngood
@gojira007x
@sueleugers
@lizditz
@johangreg
@beverly21811568

Top Tweeters in G2:
@chidambara09
@dailymirror
@guardian
@thesun
@dominos
@derbypromo
@skynews
@standardnews
@dailymailuk
@promderby2

Top Tweeters in G3:
@pairsonnalitesa
@prpnews
@pairsonnalitesn
@bellesapepper37
@stigmabase
@_globalcareers
@iam__network
@consistent__d
@canisgallicus
@breizh2008

Top Tweeters in G4:
@s9tmt
@porridgeisgood
@allchanges
@supazeez
@manchuriandevil
@tighnacoille
@dr_shibley
@mckinlay_liz
@curiocat13
@thestephenralph

Top Tweeters in G5:
@evankirstel
@muzikscribe
@analyticaglobal
@_jasthegem
@thefiretracker2
@sasyecat
@chicagotribune
@billwongot
@jerry_durhampt
@niharifan

Top Tweeters in G6:
@iwd12
@jrbkjrbk
@leighlike1234
@corruptnsw
@greeneyedlilo
@pgmckim
@newsjunkie60
@asoldiersvoice
@pghdrew
@debbie_dease

Top Tweeters in G7:
@gazzahead
@angiebeeb
@golwgymor
@joedotie
@newstalkfm
@60sleigh
@theskibeagle
@anbealach
@mariebrod
@amcell

Top Tweeters in G8:
@docrocktex26
@jayoung1892
@lbastura
@dawn_demore1
@outhere
@bfraser747
@rsultzba
@pabloleslie
@igneousidol
@paultdove

Top Tweeters in G9:
@jurylady5
@asher_wolf
@ketaminh
@caring_mobile
@melissasweetdr
@d_melissa2
@bradhooperarch
@marieco92176893
@robmax4
@margarethollin1

Top Tweeters in G10:
@cynicalvision50
@vampwritergrrl
@starvinlarry
@deeenst
@emilahp
@bostonmaggie
@elianok10
@mhpoison1
@hrw
@lelenapeacock


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