#NIH OR @NIH, Twitter, 1/5/2021 1:28:59 AM, 244837


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#NIH OR @NIH_2021-01-04_13-00-01.xlsx
#NIH OR @NIH_2021-01-04_13-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 05, 2021
Short Description:
#NIH OR @NIH via NodeXL https://bit.ly/38YMDtq
@nih
@nihdirector
@barda
@braincures
@laurie_garrett
@japamahatma
@do_kinder
@heerak4congress
@hemantr91929333
@cdcgov

Top hashtags:
#nih
#covid19
#uwmadison
#vaccines
#ivermectin
#shutdownmonkeylabs
#sarscov2
#cdc

Description:
Description
The graph represents a network of 8,122 Twitter users whose tweets in the requested range contained "#NIH OR @NIH", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 January 2021 at 21:07 UTC.

The requested start date was Sunday, 03 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 9-day, 13-hour, 5-minute period from Thursday, 24 December 2020 at 11:53 UTC to Sunday, 03 January 2021 at 00:59 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 : 8122
Unique Edges : 12043
Edges With Duplicates : 20134
Total Edges : 32177
Number of Edge Types : 5
Retweet : 4385
MentionsInRetweet : 9976
Mentions : 15455
Replies to : 2077
Tweet : 284
Self-Loops : 367
Reciprocated Vertex Pair Ratio : 0.01572996886777
Reciprocated Edge Ratio : 0.0309727375383126
Connected Components : 124
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 7903
Maximum Edges in a Connected Component : 31877
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.013299
Graph Density : 0.000281948894068085
Modularity : 0.414045
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,122 Twitter users whose tweets in the requested range contained "#NIH OR @NIH", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 January 2021 at 21:07 UTC.

The requested start date was Sunday, 03 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 9-day, 13-hour, 5-minute period from Thursday, 24 December 2020 at 11:53 UTC to Sunday, 03 January 2021 at 00:59 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 : #NIH OR @NIH
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:
[324] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection
[168] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection?utm_source=dlvr.it&utm_medium=twitter
[143] https://www.nih.gov/news-events/news-releases/phase-3-trial-novavax-investigational-covid-19-vaccine-opens?utm_source=dlvr.it&utm_medium=twitter
[140] https://www.nih.gov/news-events/news-releases/phase-3-trial-novavax-investigational-covid-19-vaccine-opens
[63] https://www.nih.gov/news-events/news-releases/peer-reviewed-report-moderna-covid-19-vaccine-publishes?utm_source=dlvr.it&utm_medium=twitter
[60] https://twitter.com/account/suspended
[42] https://investigations.peta.org/nih-monkey-torture/?utm_source=PETA::Twitter&utm_medium=Social&utm_campaign=0121::viv::PETA::Twitter::nih-monkey-torture::::tweet
[32] https://www.nih.gov/news-events/news-releases/study-links-metabolic-syndrome-higher-cardiovascular-risk-patients-psoriasis?utm_source=dlvr.it&utm_medium=twitter
[29] https://vitamindforall.org/letter.html
[19] https://www.clinicaltrials.gov/

Top URLs in Tweet in G1:
[313] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection
[153] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection?utm_source=dlvr.it&utm_medium=twitter
[92] https://www.nih.gov/news-events/news-releases/phase-3-trial-novavax-investigational-covid-19-vaccine-opens?utm_source=dlvr.it&utm_medium=twitter
[58] https://www.nih.gov/news-events/news-releases/peer-reviewed-report-moderna-covid-19-vaccine-publishes?utm_source=dlvr.it&utm_medium=twitter
[41] https://investigations.peta.org/nih-monkey-torture/?utm_source=PETA::Twitter&utm_medium=Social&utm_campaign=0121::viv::PETA::Twitter::nih-monkey-torture::::tweet
[23] https://www.nih.gov/news-events/news-releases/study-links-metabolic-syndrome-higher-cardiovascular-risk-patients-psoriasis?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.clinicaltrials.gov/
[7] https://coronaviruspreventionnetwork.org/
[7] https://www.youtube.com/watch?v=KF2XlRmOZnM

[6] https://www.nih.gov/news-events/news-releases/higher-red-cell-transfusion-threshold-offers-no-advantage-treating-preterm-infants?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[14] http://covid19criticalcare.com/
[13] https://m.facebook.com/story.php?story_fbid=10225525740911996&id=1281010043
[8] https://www.foxnews.com/health/us-coronavirus-response-testing-indoor-air
[3] https://www.thedailystar.net/opinion/news/the-wonder-drug-takes-quantum-leap-2017329
[3] https://www.dhakatribune.com/health/coronavirus/2020/12/26/bangladeshi-researchers-find-ivermectin-effective-as-covid-19-preventive-drug
[3] https://ivmmeta.com/?fbclid=IwAR2vBrV-PLJvPEwxci3ruRNWxflEhbn3oeV-n1QgBEDj5NV5eBpmgb2Hn4w#conclusion
[2] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection
[2] https://www.nih.gov/news-events/news-releases/phase-3-trial-novavax-investigational-covid-19-vaccine-opens
[2] https://twitter.com/__ice9/status/1307060310227005446?s=19
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3136032/

Top URLs in Tweet in G3:
[134] https://www.nih.gov/news-events/news-releases/phase-3-trial-novavax-investigational-covid-19-vaccine-opens
[38] https://www.nih.gov/news-events/news-releases/phase-3-trial-novavax-investigational-covid-19-vaccine-opens?utm_source=dlvr.it&utm_medium=twitter
[28] https://vitamindforall.org/letter.html
[12] https://www.pscp.tv/w/crCw-DFsWkVwb3lQUEduam58MUx5eEJkWUxkbXpHTv1q5t-2tQODpGIgDC_GKkk_3fBiLBAB9GE1Yqw3baH8
[8] https://coronaviruspreventionnetwork.org/
[8] https://www.clinicaltrials.gov/
[8] https://www.youtube.com/watch?v=mpBiL4752bM&feature=youtu.be

[7] https://www.youtube.com/watch?v=ha2mLz-Xdpg&feature=youtu.be

[7] https://www.nih.gov/news-events/news-releases/study-links-metabolic-syndrome-higher-cardiovascular-risk-patients-psoriasis?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[2] https://www.training.nih.gov/career_services/postdoc_jobs_nih
[1] https://lnkd.in/dSE2P99
[1] https://www.linkedin.com/slink?code=dfYkSjJ
[1] https://www.theguardian.com/commentisfree/2018/oct/08/silenced-bullying-universities-academic
[1] https://www.linkedin.com/slink?code=dvx_CKw
[1] https://www.crowdjustice.com/case/tackling-bullying-and-harassment-at-workplace/
[1] https://www.youtube.com/watch?v=flEFsdJ0_Dk&feature=youtu.be

[1] https://whistleblowersblog.org/2020/12/articles/features/whistleblowers-in-2020/
[1] https://docs.google.com/document/d/1Nqjhxxd9VoFFZiqrD0hRvyMo6DcZMyZVJjz9_2SzPZY/edit
[1] https://www.linkedin.com/pulse/whistleblowing-academia-krzysztof-potempa/

Top URLs in Tweet in G5:
[5] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection
[4] https://www.washingtonpost.com/health/covid-vaccine-allergic-reactions-study/2020/12/21/e01001d2-431a-11eb-b0e4-0f182923a025_story.html
[3] https://pubmed.ncbi.nlm.nih.gov/10998193/
[2] https://twitter.com/ashishkjha/status/1342676998037110786?s=21
[1] https://twitter.com/NYTHealth/status/1342881555220484096
[1] https://twitter.com/uber/status/1339621722094485511
[1] https://twitter.com/mattsmith_news/status/1344454695465713664
[1] https://www.scientificamerican.com/article/for-billion-dollar-covid-vaccines-basic-government-funded-science-laid-the-groundwork/
[1] https://www.cnbc.com/2020/12/09/new-vaccine-billionaires-gain-wealth-as-moderna-pfizer-shares-soar-.html
[1] https://www.newyorker.com/magazine/2021/01/04/the-plague-year

Top URLs in Tweet in G6:
[6] https://www.urmc.rochester.edu/news/story/urmc-tapped-to-advance-research-in-intellectual-and-developmental-disabilities
[5] https://www.nih.gov/news-events/news-releases/phase-3-trial-novavax-investigational-covid-19-vaccine-opens?utm_source=dlvr.it&utm_medium=twitter
[2] https://datascience.nih.gov/subscribe
[2] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection?utm_source=dlvr.it&utm_medium=twitter
[1] https://datascience.nih.gov/workforce-development/fellow-friday
[1] https://datascience.nih.gov/data-scholars
[1] https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-013.html
[1] https://www.fic.nih.gov/news/globalhealthmatters/march-april-2020/pages/lloyd-mulenga-physician-scientist-policymaker-zambia.aspx
[1] https://www.fic.nih.gov/News/GlobalHealthMatters/july-august-2020/Pages/nih-launches-africa-data-science-program-dsiafrica.aspx
[1] https://www.fic.nih.gov/News/Pages/2020-top-global-health-research-news-nih.aspx

Top URLs in Tweet in G7:
[3] https://www.sandiegouniontribune.com/news/health/story/2020-12-30/san-diego-county-man-tests-positive-for-uk-coronavirus-variant
[3] https://www.spreaker.com/user/7078249/tob-richard-schilsky-ascO
[2] https://www.nih.gov/health-information/your-healthiest-self-wellness-toolkits?utm_source=TWITTER&utm_medium=TWITTER&utm_content=100001720287606&utm_campaign=Short+to+Mid-Term&linkId=100000024835110
[1] https://t.co/yNFbT4Nj1q(via
[1] https://twitter.com/fema/status/1343571170814291973
[1] https://twitter.com/pygmalionundone/status/1341234486659432449
[1] https://www.nih.gov/news-events/news-releases/nih-study-uncovers-blood-vessel-damage-inflammation-covid-19-patients-brains-no-infection?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.youtube.com/watch?v=cTWN_PJ8t2o&feature=youtu.be

[1] https://www.newsweek.com/dr-fauci-backed-controversial-wuhan-lab-millions-us-dollars-risky-coronavirus-research-1500741
[1] https://ascopost.com/news/december-2020/nih-radx-rad-grants-support-investigation-of-novel-covid-19-testing-and-surveillance-approaches/?bc_md5=5404059f98ebc02191755ffe9b726fd5&utm_source=TAP-EN-122820&utm_medium=email

Top URLs in Tweet in G8:
[1] https://www.cnbc.com/2020/12/10/dr-fauci-says-covid-vaccine-trials-on-pregnant-women-and-young-kids-could-begin-in-january.html
[1] https://twitter.com/ag_em33/status/1339640269654913030?s=21
[1] https://twitter.com/marybethpf/status/1331084282119458818
[1] https://www.uvcense.com
[1] https://twitter.com/DavidElfstrom/status/1342163690175520769?s=20
[1] https://twitter.com/jljcolorado/status/1286666919869726728
[1] https://www.etsy.com/listing/718522106/please-close-lid-before-you-flush-ready
[1] https://www.nih.gov/news-events/news-releases/phase-3-trial-novavax-investigational-covid-19-vaccine-opens?utm_source=dlvr.it&utm_medium=twitter
[1] http://covid19criticalcare.com/
[1] https://twitter.com/eileeniorio/status/1343915918406131714

Top URLs in Tweet in G9:
[3] https://stopstorm.com
[1] https://twitter.com/DrJim4MS/status/1342189033078849539
[1] https://www.nih.gov/about-nih/what-we-do/nih-almanac/bernadine-healy-md
[1] https://twitter.com/mosaictheory101/status/1343994889063849987
[1] https://twitter.com/mosaictheory101/status/1344469372316704769
[1] https://twitter.com/mosaictheory101/status/1344471197396787200
[1] https://twitter.com/scottgottliebmd/status/1344643252989927426
[1] https://twitter.com/goldeneyez11/status/1344352586330234880
[1] https://twitter.com/Thomas1774Paine/status/1272223540415250435
[1] https://immunology.sciencemag.org/content/5/52/eaba9953

Top URLs in Tweet in G10:
[3] https://buffalonews.com/news/humble-beginnings-doctor-born-with-a-birth-defect-pays-it-forward/article_111db238-44c4-11eb-a508-b7625158c9e7.html
[2] https://buffalonews.com/news/make-20-seconds-to-clean-your-germ-control-handwashing-mantra/article_0d0ce41e-4570-11eb-89ea-2fc6aa3578d9.html
[1] https://buffalonews.com/news/no-frills-at-home-virtual-workouts-can-get-fitness-done/article_7641846e-2ead-11eb-8d40-6f85566f9b64.html
[1] https://www.npr.org/2021/01/01/952716705/some-health-care-workers-are-hesitant-about-getting-covid-19-vaccines
[1] https://twitter.com/covid19nz/status/1344488891894562818
[1] https://buffalonews.com/2020/02/06/sign-of-the-times-orthopedists-enlist-nutritionists-to-help-patients-young-athletes/
[1] https://www.thetimes.co.uk/article/covid-vaccine-boost-for-millions-as-hospitals-near-breaking-point-vj7fpj2hr
[1] https://twitter.com/ashleydeangelo1/status/1342175158321213442

Top Domains
Top Domains in Tweet in Entire Graph:
[1095] nih.gov
[392] twitter.com
[91] youtube.com
[47] peta.org
[31] vitamindforall.org
[23] covid19criticalcare.com
[20] coronaviruspreventionnetwork.org
[19] clinicaltrials.gov
[18] pscp.tv
[18] facebook.com

Top Domains in Tweet in G1:
[736] nih.gov
[68] twitter.com
[45] peta.org
[20] youtube.com
[9] coronaviruspreventionnetwork.org
[9] clinicaltrials.gov
[6] pscp.tv
[4] nytimes.com
[4] alz.org
[4] hhs.gov

Top Domains in Tweet in G2:
[120] twitter.com
[28] youtube.com
[21] nih.gov
[21] covid19criticalcare.com
[13] facebook.com
[11] foxnews.com
[9] cnn.com
[5] thejewishvoice.com
[4] ivmmeta.com
[4] elsevierhealth.com

Top Domains in Tweet in G3:
[236] nih.gov
[46] twitter.com
[30] vitamindforall.org
[23] youtube.com
[12] pscp.tv
[9] coronaviruspreventionnetwork.org
[8] clinicaltrials.gov
[5] bit.ly
[3] ahajournals.org
[2] cell.com

Top Domains in Tweet in G4:
[4] linkedin.com
[4] twitter.com
[3] sciencemag.org
[3] nih.gov
[1] lnkd.in
[1] theguardian.com
[1] crowdjustice.com
[1] youtube.com
[1] whistleblowersblog.org
[1] google.com

Top Domains in Tweet in G5:
[10] nih.gov
[7] twitter.com
[4] washingtonpost.com
[1] scientificamerican.com
[1] cnbc.com
[1] newyorker.com
[1] khn.org
[1] tenor.com
[1] wiley.com
[1] childrenshealthdefense.org

Top Domains in Tweet in G6:
[34] nih.gov
[6] rochester.edu
[4] twitter.com
[3] drugabuse.gov
[3] linkedin.com
[2] uw.edu
[1] fda.gov
[1] academicmedicaleducation.com
[1] usa.gov
[1] labroots.com

Top Domains in Tweet in G7:
[5] twitter.com
[3] nih.gov
[3] sandiegouniontribune.com
[3] spreaker.com
[1] t.co
[1] youtube.com
[1] newsweek.com
[1] ascopost.com
[1] medscape.com
[1] oncologytube.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] cnbc.com
[1] uvcense.com
[1] etsy.com
[1] nih.gov
[1] covid19criticalcare.com
[1] nejm.org
[1] medrxiv.org

Top Domains in Tweet in G9:
[7] twitter.com
[3] stopstorm.com
[2] nih.gov
[1] sciencemag.org
[1] ac.il
[1] healio.com

Top Domains in Tweet in G10:
[7] buffalonews.com
[2] twitter.com
[1] npr.org
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1101] nih
[1097] covid19
[167] uwmadison
[139] vaccines
[135] ivermectin
[132] shutdownmonkeylabs
[120] sarscov2
[84] cdc
[73] mecfs
[68] vaccine



Top Hashtags in Tweet in G1:
[132] shutdownmonkeylabs
[79] sarscov2
[72] covid19
[34] covidー19
[30] nih
[21] holidaystress
[21] ai
[21] health
[20] sensor
[14] happybirthdaydrfauci

Top Hashtags in Tweet in G2:
[131] covid19
[114] ivermectin
[50] nih
[32] leronlimab
[25] cdc
[19] covid
[19] fda
[17] coronavirus
[12] california
[12] vaccine

Top Hashtags in Tweet in G3:
[624] covid19
[487] nih
[70] mecfs
[36] dtruth
[35] selfcare
[32] sleeveup
[28] longcovid
[27] vaccine
[27] rt
[26] clinicaltrial

Top Hashtags in Tweet in G4:
[5] postdoc
[4] ai
[4] harassment
[4] researchculture
[3] metooacademia
[3] metoo
[3] savethedate
[3] amplifyingscientificinnovation
[3] jpm2021
[3] clinicaltrial

Top Hashtags in Tweet in G5:
[115] covid19
[102] vaccines
[7] driveup
[7] rollitup
[7] stickittocovid
[4] sarscov2
[2] nih
[2] operationwarpspeed
[1] corinavirus
[1] nihceal

Top Hashtags in Tweet in G6:
[79] nih
[25] sars
[23] globalhealth
[11] nihdata
[8] yearinreview
[8] research
[7] datascience
[7] yearinreview2020
[7] sobc
[6] covid19

Top Hashtags in Tweet in G7:
[13] mentalhealth
[7] covid19
[4] depression
[4] anxiety
[4] sadness
[4] nih
[4] mentalhealthawareness
[4] tellsomeoneanyone
[4] coronavirus
[3] selfcare

Top Hashtags in Tweet in G8:
[4] lymedisease
[3] covid19
[2] covidisairborne
[2] chroniclyme
[1] airbornevirus
[1] selfisolate
[1] stopgathering
[1] wearamask
[1] chronicillness
[1] lyme

Top Hashtags in Tweet in G9:
[4] covid19
[3] lenzilumab
[2] newyear2021
[2] osuibdcenter
[2] mhcm
[1] success
[1] women
[1] minority
[1] cardiac
[1] risankizumab

Top Hashtags in Tweet in G10:
[2] nih
[2] covidー19
[2] covid
[1] virtualfitness
[1] wny
[1] dentistry
[1] coronavirus
[1] prevention
[1] covidiot
[1] nzpol

Top Words
Top Words in Tweet in Entire Graph:
[6032] nih
[1501] covid
[1097] #covid19
[1090] #nih
[1046] vaccine
[775] 19
[758] nihdirector
[714] more
[647] cdcgov
[522] study

Top Words in Tweet in G1:
[2407] nih
[917] covid
[386] report
[362] drericding
[361] news
[361] 19
[349] study
[327] work
[315] details
[314] enough

Top Words in Tweet in G2:
[1240] nih
[437] cdcgov
[382] covid19critical
[344] covid
[252] 19
[229] us_fda
[151] effective
[144] proven
[142] guidelines
[138] agents

Top Words in Tweet in G3:
[1112] nih
[624] #covid19
[607] vaccine
[594] nihdirector
[479] #nih
[342] candidate
[336] funded
[334] proud
[321] barda
[305] historic

Top Words in Tweet in G4:
[72] nih
[60] nsf
[52] braincures
[44] nihdirector
[42] academicparity
[42] morimahmoudi
[38] amermedicalassn
[38] jeffmervis
[38] drpanch
[35] ukri_ceo

Top Words in Tweet in G5:
[303] pfizer
[256] laurie_garrett
[235] nih
[169] moderna
[128] reactions
[124] allergic
[119] one
[115] #covid19
[107] well
[105] mrna

Top Words in Tweet in G6:
[79] #nih
[69] nih
[44] nichd_nih
[36] data
[36] 2020
[31] nihdatascience
[31] research
[30] funded
[28] study
[27] infection

Top Words in Tweet in G7:
[41] nih
[13] #mentalhealth
[11] nhs
[7] need
[7] check
[7] #covid19
[6] debralindh
[6] apa
[6] hhsgov
[6] spending

Top Words in Tweet in G8:
[73] nih
[55] cdcgov
[49] idsainfo
[47] cleavon_md
[42] danaparish
[40] iamgoingtosleep
[40] linseymarr
[40] drkatrin_rabiei
[40] cathnoakes
[33] first10em

Top Words in Tweet in G9:
[42] nih
[17] hgen
[9] mayoclinic
[7] american_heart
[7] study
[7] next
[7] week
[7] today
[7] mosaictheory101
[7] took

Top Words in Tweet in G10:
[12] nih
[5] thebuffalonews
[4] others
[4] cdcgov
[4] more
[4] nnphi_org
[4] hhsgov
[3] humble
[3] beginnings
[3] dental

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[752] covid,19
[522] #covid19,vaccine
[419] nih,news
[346] vaccine,candidate
[326] covid19critical,nih
[318] leave,nih
[318] nih,report
[317] covid,enough
[317] enough,details
[317] details,ll

Top Word Pairs in Tweet in G1:
[352] covid,19
[335] nih,news
[311] leave,nih
[311] nih,report
[310] covid,enough
[310] enough,details
[310] details,ll
[310] ll,leave
[309] drericding,covid
[203] blood,vessel

Top Word Pairs in Tweet in G2:
[316] covid19critical,nih
[250] covid,19
[170] cdcgov,nih
[144] nih,cdcgov
[138] proven,effective
[137] therapeutic,agents
[137] agents,proven
[132] nih,guidelines
[132] guidelines,pre
[132] pre,covid

Top Word Pairs in Tweet in G3:
[495] #covid19,vaccine
[338] vaccine,candidate
[294] funded,#nih
[294] #nih,barda
[293] 5th,#covid19
[293] candidate,funded
[293] barda,began
[292] another,historic
[292] historic,day
[292] day,proud

Top Word Pairs in Tweet in G4:
[40] morimahmoudi,academicparity
[38] academicparity,amermedicalassn
[38] amermedicalassn,nsf
[38] nsf,jeffmervis
[38] jeffmervis,drpanch
[38] drpanch,nihdirector
[25] ukri_ceo,ukri_news
[20] do_kinder,morimahmoudi
[19] nihdirector,sciencemagazine
[19] sciencemagazine,ukri_ceo

Top Word Pairs in Tweet in G5:
[162] pfizer,moderna
[154] moderna,nih
[132] laurie_garrett,pfizer
[111] allergic,reactions
[102] well,answers
[102] answers,one
[102] one,questions
[102] questions,allergic
[102] reactions,mrna
[102] mrna,#vaccines

Top Word Pairs in Tweet in G6:
[25] pregnant,women
[25] women,third
[25] third,trimester
[25] trimester,unlikely
[25] unlikely,pass
[25] pass,#sars
[25] #sars,cov
[25] cov,infection
[25] infection,newborns
[25] newborns,#nih

Top Word Pairs in Tweet in G7:
[6] nih,nhs
[5] hhsgov,spending
[5] spending,more
[5] more,time
[5] time,home
[5] home,lately
[5] lately,check
[5] check,wellness
[5] wellness,toolkits
[5] toolkits,nih

Top Word Pairs in Tweet in G8:
[40] iamgoingtosleep,linseymarr
[40] linseymarr,danaparish
[40] danaparish,drkatrin_rabiei
[40] drkatrin_rabiei,cathnoakes
[33] cathnoakes,busycactus
[33] busycactus,don_milton
[33] don_milton,akm5376
[32] universalmaski2,iamgoingtosleep
[31] akm5376,j_g_allen
[29] nih,idsainfo

Top Word Pairs in Tweet in G9:
[5] severe,critical
[5] took,vaccine
[5] vaccine,statin
[5] statin,today
[5] today,dual
[5] dual,pandemic
[5] pandemic,american_heart
[5] american_heart,accintouch
[5] accintouch,cncfcardio
[5] cncfcardio,osuwexmed

Top Word Pairs in Tweet in G10:
[4] cdcgov,nih
[3] humble,beginnings
[3] beginnings,dental
[3] dental,surgeon
[3] surgeon,cleft
[3] cleft,lip
[3] lip,palate
[3] palate,helps
[3] helps,others
[3] others,similar

Top Replied-To
Top Replied-To in Entire Graph:
@nih
@jenmandelbaum
@laurie_garrett
@3pidemiology
@covid19critical
@secazar
@drericding
@royblunt
@erictopol
@maanasa_jay

Top Replied-To in G1:
@nih
@royblunt
@drericding
@maanasa_jay
@erictopol
@safamote
@peta
@1a
@anthonykoiner
@scupp_anon87

Top Replied-To in G2:
@covid19critical
@nih
@wad2k
@angela_bower
@mike_pence
@discovery
@realdonaldtrump
@cdcgov
@pedihospitalmd
@covid19crusher

Top Replied-To in G3:
@jenmandelbaum
@nih
@secazar
@hhsgov
@nihdirector
@erictopol
@drsadhanaj
@ncidirector
@dakota_150
@bipinsavani

Top Replied-To in G4:
@braincures
@evi1603
@tiffany_l_green
@cici18480257
@dgurdasani1
@cmu_medicine
@richardjparfitt
@do_kinder
@drnancyolivieri
@ana_safavi

Top Replied-To in G5:
@laurie_garrett
@amyoxentenkomd
@thrivebody_mind
@potusbiden46
@deb_in_saine
@whistlincat
@irishpatty54
@nicoletranger
@belledriaetsy
@dorianjharris

Top Replied-To in G6:
@wcmc_ctsc
@neeraguptamd
@nihdatascience
@wcm_id

Top Replied-To in G7:
@disclosetv
@debralindh
@joebiden
@nih
@who
@randpaul
@katieandondrej
@patriotzero
@gb07011950
@jagy_rav

Top Replied-To in G8:
@sherridouville
@iamgoingtosleep
@barryhunt008
@first10em
@davidelfstrom
@ivote4us2
@20tbob4
@errinbaccari
@emlitofnote
@carerutgers

Top Replied-To in G9:
@nih
@nhlbi_translate
@drjim4ms
@lpachter
@mbeisen
@billiejeantv
@pharmdca
@goldeneyez11
@wccbcharlotte
@11alivenews

Top Replied-To in G10:
@who
@jccbuffalo
@nznfreez
@drericding
@nasw
@nprhealth

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@nihdirector
@cdcgov
@pfizer
@drericding
@barda
@moderna_tx
@covid19critical
@niaidnews
@us_fda

Top Mentioned in G1:
@nih
@drericding
@erictopol
@peta
@long_covid
@alzassociation
@nindsdiversity
@alejofraticelli
@oxfordvacgroup
@astrazeneca

Top Mentioned in G2:
@nih
@cdcgov
@covid19critical
@us_fda
@who
@realdonaldtrump
@joebiden
@fda
@nihdirector
@hhsgov

Top Mentioned in G3:
@nih
@nihdirector
@barda
@niaidnews
@moderna_tx
@secazar
@hhsgov
@novavax
@kizzyphd
@cdcgov

Top Mentioned in G4:
@nih
@nsf
@nihdirector
@braincures
@academicparity
@morimahmoudi
@amermedicalassn
@jeffmervis
@drpanch
@ukri_ceo

Top Mentioned in G5:
@pfizer
@nih
@laurie_garrett
@moderna
@moderna_tx
@cdcgov
@futuredocs
@shikhajainmd
@etsshow
@realdonaldtrump

Top Mentioned in G6:
@nih
@nichd_nih
@nihdatascience
@nih_commonfund
@fogarty_nih
@nidanews
@weillcornell
@moderna_tx
@uofr
@urneuroscience

Top Mentioned in G7:
@nih
@nhs
@who
@apa
@hhsgov
@asco
@aacr
@uhn
@oncoalert
@latimes

Top Mentioned in G8:
@nih
@cdcgov
@idsainfo
@cleavon_md
@danaparish
@linseymarr
@drkatrin_rabiei
@cathnoakes
@iamgoingtosleep
@busycactus

Top Mentioned in G9:
@nih
@mayoclinic
@american_heart
@harvardchansph
@humanigen
@mosaictheory101
@accintouch
@cdcgov
@cncfcardio
@osuwexmed

Top Mentioned in G10:
@nih
@thebuffalonews
@cdcgov
@nnphi_org
@hhsgov
@nythealth
@bnrefresh
@une_apha_sa
@univera_wny
@who

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@americanair
@belizean_bz
@dichristine
@jurylady5
@kattavernd
@tinamarie_80s
@united
@insdatainter
@inabster

Top Tweeters in G1:
@dichristine
@teshawnedmonds
@cheezwitham
@lechatnoire4
@akuma_river
@foggybottomgal
@ungubunugu1274
@netminnow
@lizditz
@asher_wolf

Top Tweeters in G2:
@americanair
@united
@independent
@gambiste1
@southwestair
@guardian
@business
@reuters
@4tchat
@blisstabitha

Top Tweeters in G3:
@insdatainter
@syunrou
@katcapps
@nortesur7
@organic2016
@sueleugers
@drofdem
@loyalfan1
@salomnm
@ami_tvdfan

Top Tweeters in G4:
@femtech_
@googleexpertuk
@drumeshprabhu
@doctorow
@funder
@academicchatter
@samiamsamh
@laserhaas01
@david_colquhoun
@piersmorgan

Top Tweeters in G5:
@jurylady5
@bannerite
@onahunttoday
@deathtocrazy
@dsochoa
@redboybroken
@teetweetshere
@raypride
@dwatchnews
@sandykalano

Top Tweeters in G6:
@caring_mobile
@monitor_ph
@epuujee
@biloxichoctaw
@lacted
@paleophile
@lynchem1
@dnaed_tech
@aynrandtaughtme
@napernurse

Top Tweeters in G7:
@casablancaric
@latimes
@newsweek
@drjengunter
@ems_information
@sdut
@newyorker
@gb07011950
@debralindh
@juliebabyar

Top Tweeters in G8:
@pattylehner
@drshahrul80
@janet_cutts
@clifford0584
@olivier_patti
@ivote4us2
@infectiousdz
@meganranney
@choo_ek
@tigeprocyshyn

Top Tweeters in G9:
@annoula64
@11alivenews
@cnbc
@wcnc
@wccbcharlotte
@tigersounding
@clevelandclinic
@mbeisen
@mayoclinic
@pharmdca

Top Tweeters in G10:
@thebuffalonews
@anonymoussage1
@yahoo
@nythealth
@greenpeace
@bmj_latest
@nzbirder
@invisiblepeople
@noblebutts
@vpnicholls


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