#NIH OR @NIH, Twitter, 9/13/2020 8:33:59 PM, 235129


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#NIH OR @NIH_2020-09-13_13-00-01.xlsx
#NIH OR @NIH_2020-09-13_13-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2020
Short Description:
#NIH OR @NIH via NodeXL https://bit.ly/32t8W8K
@nih
@nihdirector
@utobian
@rouge_lab
@peta
@cdcgov
@ac360
@hemantr91929333
@sahtakawalan
@blesamerica

Top hashtags:
#nih
#covid19
#als
#covid
#genome
#boston
#activ
#coronavirus
#uwmadison
#mecfs

Description:
Description
The graph represents a network of 7,868 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 Sunday, 13 September 2020 at 20:06 UTC.

The requested start date was Sunday, 13 September 2020 at 00:01 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 7-day, 18-hour, 0-minute period from Friday, 04 September 2020 at 14:30 UTC to Saturday, 12 September 2020 at 08:30 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 : 7868
Unique Edges : 11598
Edges With Duplicates : 17997
Total Edges : 29595
Number of Edge Types : 5
Retweet : 4858
MentionsInRetweet : 11147
Replies to : 1384
Mentions : 11868
Tweet : 338
Self-Loops : 470
Reciprocated Vertex Pair Ratio : 0.0188625484385685
Reciprocated Edge Ratio : 0.0370266793444824
Connected Components : 135
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 7594
Maximum Edges in a Connected Component : 29112
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.116959
Graph Density : 0.000288848238208307
Modularity : 0.435741
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 7,868 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 Sunday, 13 September 2020 at 20:06 UTC.

The requested start date was Sunday, 13 September 2020 at 00:01 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 7-day, 18-hour, 0-minute period from Friday, 04 September 2020 at 14:30 UTC to Saturday, 12 September 2020 at 08:30 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:
[64] https://www.nih.gov/news-events/news-releases/probiotic-skin-therapy-improves-eczema-children-nih-study-suggests?utm_source=dlvr.it&utm_medium=twitter
[51] https://www.nih.gov/news-events/news-releases/nih-activ-initiative-launches-adaptive-clinical-trials-blood-clotting-treatments-covid-19?utm_source=dlvr.it&utm_medium=twitter
[34] https://www.pscp.tv/w/cikkxzFsWkVwb3lQUEduam58MXpxS1ZlTE5BYVl4QqI4TV9ebNWDhWlHSZyXA6Vg7eAvfnZl1tFtAmMnYS5P
[18] https://www.nih.gov/news-events/news-releases/study-shows-decline-awareness-treatment-control-high-blood-pressure?utm_source=dlvr.it&utm_medium=twitter
[11] https://megbouvier.com/product/deadline-push/
[10] https://www.pittwire.pitt.edu/news/university-pittsburgh-selected-lead-nih-trials-covid-19-care
[10] https://www.stat.uci.edu/oc_covid_model/
[10] https://www.aitrends.com/ai-research/covid-19-ai-update-nih-developing-imaging-tools/
[9] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[9] https://www.nih.gov/news-events/news-releases/miglustat-improves-swallowing-children-adolescents-niemann-pick-type-c1-disease?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[53] https://www.nih.gov/news-events/news-releases/probiotic-skin-therapy-improves-eczema-children-nih-study-suggests?utm_source=dlvr.it&utm_medium=twitter
[35] https://www.nih.gov/news-events/news-releases/nih-activ-initiative-launches-adaptive-clinical-trials-blood-clotting-treatments-covid-19?utm_source=dlvr.it&utm_medium=twitter
[20] https://www.pscp.tv/w/cikkxzFsWkVwb3lQUEduam58MXpxS1ZlTE5BYVl4QqI4TV9ebNWDhWlHSZyXA6Vg7eAvfnZl1tFtAmMnYS5P
[12] https://www.nih.gov/news-events/news-releases/study-shows-decline-awareness-treatment-control-high-blood-pressure?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.pittwire.pitt.edu/news/university-pittsburgh-selected-lead-nih-trials-covid-19-care
[8] https://www.clinicalomics.com/news-and-features/nih-awards-129m-in-radx-funding-to-nine-covid-19-test-developers/?utm_medium=newsletter&utm_source=Clinical%20OMICs%20Update&utm_content=01&utm_campaign=Clinical%20OMICs%20Update_20200903&oly_enc_id=
[6] https://www.nih.gov/news-events/news-releases/miglustat-improves-swallowing-children-adolescents-niemann-pick-type-c1-disease?utm_source=dlvr.it&utm_medium=twitter
[6] https://attendee.gotowebinar.com/register/4495063428276190224
[4] https://grants.nih.gov/grants/how-to-apply-application-guide/format-and-write/format-attachments.htm
[4] https://www.oracle.com/corporate/covid-19/research/?source=:so:tw:or:awr:ocorp::BoostedPost&SC=:so:tw:or:awr:ocorp::BoostedPost&pcode=

Top URLs in Tweet in G2:
[12] https://www.pscp.tv/w/cikkxzFsWkVwb3lQUEduam58MXpxS1ZlTE5BYVl4QqI4TV9ebNWDhWlHSZyXA6Vg7eAvfnZl1tFtAmMnYS5P
[11] https://www.nih.gov/news-events/news-releases/nih-activ-initiative-launches-adaptive-clinical-trials-blood-clotting-treatments-covid-19?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.nih.gov/news-events/news-releases/probiotic-skin-therapy-improves-eczema-children-nih-study-suggests?utm_source=dlvr.it&utm_medium=twitter
[6] https://nlmdirector.nlm.nih.gov/2020/09/04/why-testing-is-the-key-to-getting-back-to-normal/
[6] https://www.nih.gov/news-events/news-releases/study-shows-decline-awareness-treatment-control-high-blood-pressure?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.nidcr.nih.gov/health-info/burning-mouth
[5] https://www.nih.gov/news-events/news-releases/nih-continues-boost-national-covid-19-testing-capacity
[5] https://www.nih.gov/news-events/news-releases/phase-3-clinical-testing-us-astrazeneca-covid-19-vaccine-candidate-begins
[4] https://videocast.nih.gov/watch=38384
[4] https://www.nature.com/articles/doi:10.1038/s41416-020-01038-6.epdf?sharing_token=TpEceHM4nvKdoP-WeG6AAtRgN0jAjWel9jnR3ZoTv0Ox6-_ijcWjsgdOUvKH1cCLBNIL2l0Z07DUNf607didvjWPMMW_T87AXpIxaqHxihZILsf0goke1LDCwGbIkCbypi-GwtPNSjxG9-CgGPvw0vdrbhtSqSdRGVyzAYDUTxk%3D

Top URLs in Tweet in G3:
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4996883/
[2] https://twitter.com/zev_dr/status/1303382346029244419
[2] https://www.dailymail.co.uk/health/article-8711611/AstraZenecas-COVID-19-vaccine-trials-hold-suspected-reaction.html
[2] https://www.usatoday.com/story/news/world/2020/09/06/covid-19-why-senegal-outpacing-us-tackling-pandemic/5659696002/
[2] https://science.doseofnews.com/
[2] https://health.doseofnews.com/
[2] https://twitter.com/wfinalle57/status/1283216614855528448
[2] https://www.cdc.gov/coronavirus/types.html
[2] https://twitter.com/peternavarro45/status/1303378697316073473

Top URLs in Tweet in G4:
[3] https://twitter.com/unioctopus/status/1303719029580808192
[1] https://www.youtube.com/watch?v=msykwjpwG6Q&feature=youtu.be

[1] https://www.youtube.com/watch?v=Y0etBxn1tW8
[1] https://twitter.com/Thomas1774Paine/status/1302028678919000064
[1] https://www.thegatewaypundit.com/2020/08/shock-report-week-cdc-quietly-updated-covid-19-numbers-9210-americans-died-covid-19-alone-rest-serious-illnesses/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://thefatemperor.com/viral-issue-crucial-update-sept-8th-the-science-logic-and-data-explained/
[1] https://www.statnews.com/2020/09/08/astrazeneca-covid-19-vaccine-study-put-on-hold-due-to-suspected-adverse-reaction-in-participant-in-the-u-k/
[1] https://twitter.com/rtaggart/status/1302100331871047680

Top URLs in Tweet in G5:
[4] https://www.pbs.org/newshour/extra/daily-videos/brainpop-dr-fauci-discusses-young-peoples-role-fighting-coronavirus/
[1] https://twitter.com/proudmary4/status/1303385295870664711
[1] https://www.seattletimes.com/nation-world/everyone-wore-masks-during-the-1918-flu-pandemic-they-were-useless/?utm_source=twitter&utm_medium=social&utm_campaign=article_inset_1.1
[1] https://news.yahoo.com/not-speed-covid-19-vaccine-150026965.html?soc_src=hl-viewer&soc_trk=tw
[1] https://www.bbc.com/news/health-54000629
[1] https://www.youtube.com/watch?v=FDDkY9z908M&feature=youtu.be

[1] https://www.youtube.com/watch?v=j05Dn00WoC0&feature=youtu.be

[1] https://www.dailymail.co.uk/news/article-8718601/Vitamin-D-supplements-Covid-19-patients-intensive-care.html
[1] https://www.dailymail.co.uk/news/article-8717867/Sweden-just-13-coronavirus-patients-intensive-care-despite-avoiding-lockdown.html
[1] https://indeliblelearning.com/

Top URLs in Tweet in G6:
[2] https://www.realclearpolitics.com/video/2020/04/17/cnns_gupta_and_cooper_on_march_4_the_flu_right_now_is_far_deadlier_than_coronavirus.html
[2] https://www.nbcnews.com/politics/donald-trump/trump-told-bob-woodward-he-knew-february-covid-19-was-n1239658
[2] https://www.politico.com/news/2020/03/06/coronavirus-testing-failure-123166
[1] https://www.cnn.com/webview/world/live-news/coronavirus-pandemic-09-10-20-intl/h_10f20189c3e0326b30527e26bd61d828?utm_medium=social&utm_source=twCNN&utm_content=2020-09-11T01:18:14
[1] https://twitter.com/2dedostesta/status/1304392233966342145?s=21
[1] https://www.youtube.com/watch?v=7ooGYsV3OH8&feature=youtu.be

[1] https://www.youtube.com/watch?v=RTGBJMDcras

[1] https://www.youtube.com/watch?v=kKns1YmjQzc

[1] https://www.youtube.com/watch?v=j800SVeiS5I&feature=youtu.be

[1] https://www.foxnews.com/politics/biden-spokesman-ducks-teleprompter-question

Top URLs in Tweet in G7:
[2] https://twitter.com/MGHMedicine/status/1303368811110961158
[1] https://www.truthcures.org/science
[1] https://www.ilads.org/about/ilads-board-of-directors/
[1] https://www.lymediseaseguidelines.org/pdffiles/transplacental-transmission-of-lyme-to-fetus/
[1] https://catalyst.harvard.edu/services/fyr/?utm_source=Twitter&utm_medium=Social
[1] &utm_campaign=FYR:
[1] NIH
[1] https://twitter.com/HarvardCatalyst/status/1304105114261770242
[1] https://catalyst.harvard.edu/services/fyr/?utm_source=Twitter&utm_medium=Social%20&utm_campaign=FYR%3A%20NIH
[1] https://catalyst.harvard.edu/services/rcr/?utm_source=Twitter&utm_medium=Social%20&utm_campaign=RCR

Top URLs in Tweet in G8:
[3] https://indianpediatrics.net/june2020/519.pdf
[2] https://coronavirus.jhu.edu/from-our-experts/early-herd-immunity-against-covid-19-a-dangerous-misconception
[2] https://kenyainsights.com/scientists-puzzled-to-understand-why-covid-19-is-not-ravaging-africans-as-they-had-anticipated/
[1] https://twitter.com/T_Inglesby/status/1304030475648937984
[1] https://www.youtube.com/watch?v=lChJz2DSpsE&feature=youtu.be

[1] https://www.umassmed.edu/news/news-archives/2020/07/umass-medical-school-receives-$100-million-in-nih-grants-to-lead-push-for-fast-accessible-covid-19-tests/?utm_source=social&utm_medium=twitter&utm_campaign=news_RADx_090320&utm_term=organic_social
[1] https://twitter.com/NIH/status/1301181473714626561
[1] https://www.wsj.com/articles/public-health-officials-pursue-covid-19-tests-that-trade-precision-for-speed-11599562800
[1] https://www.cnbc.com/2020/09/09/coronavirus-vaccine-nih-promises-congress-the-us-wont-skip-safety-steps-in-approval.html?__source=sharebar|twitter&par=sharebar
[1] https://www.mmm-online.com/home/channel/roundup/five-things-for-pharma-marketers-to-know-thursday-september-10-2020/?utm_source=AnalySource&utm_medium=TweetOrPost&utm_campaign=HootSuitePosts

Top URLs in Tweet in G9:
[1] https://support.peta.org/page/11551/action/1?&utm_source=PETA::Twitter&utm_medium=Social&utm_campaign=0719::gen::PETA::Twitter::Tell%20Facebook%20to%20Stop%20Censoring%20PETA's%20Content!::::tweet
[1] https://investigations.peta.org/nih-monkey-torture/?utm_source=PETA::Twitter&utm_medium=Social&utm_campaign=0920::viv::PETA::Twitter::nih-monkey-torture::::tweet
[1] https://www.donaldjtrump.com/media/timeline-the-trump-administrations-decisive-actions-to-combat-the-coronavirus/
[1] http://www.bu.edu/articles/2020/what-sets-off-deadly-levels-of-lung-inflammation-in-some-covid-19-patients/?utm_source=twitter&utm_medium=social+video&utm_content=research_infectiousdiseases&utm_campaign=social_experts
[1] http://www.bu.edu/bu-article/depression-rate-has-tripled-among-us-adults/?utm_source=twitter&utm_medium=link&utm_content=research_publichealth&utm_campaign=social_experts
[1] https://twitter.com/amyismall/status/1302965356584202246

Top URLs in Tweet in G10:
[2] https://science.sciencemag.org/content/369/6509/1313
[1] https://science.sciencemag.org/content/369/6509/1313.full
[1] https://www.nygenome.org/gtex-findings-reveal-genetic-regulatory-variation-across-tissues-and-cell-types/
[1] https://www.terrapinn.com/conference/future-labs-live/speakers.stm
[1] https://secure.terrapinn.com/V5/step1.aspx?E=10265
[1] https://jamanetwork.com/journals/jama/fullarticle/2757851?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121619#.XffJM_gqP0A.twitter
[1] https://twitter.com/ecdga/status/1304106149503959042
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41436-020-00958-1
[1] https://jamanetwork.com/journals/jamaneurology/article-abstract/2769850
[1] https://twitter.com/jama_current/status/1304094903807295489

Top Domains
Top Domains in Tweet in Entire Graph:
[455] nih.gov
[344] twitter.com
[63] youtube.com
[36] pscp.tv
[21] bit.ly
[13] nature.com
[13] cnn.com
[11] megbouvier.com
[10] politico.com
[10] pitt.edu

Top Domains in Tweet in G1:
[216] nih.gov
[64] twitter.com
[20] pscp.tv
[10] pitt.edu
[8] youtube.com
[8] clinicalomics.com
[7] cvent.com
[6] coronaviruspreventionnetwork.org
[6] gotowebinar.com
[5] nytimes.com

Top Domains in Tweet in G2:
[149] nih.gov
[47] twitter.com
[16] bit.ly
[13] youtube.com
[13] pscp.tv
[7] nature.com
[4] instagram.com
[3] senate.gov
[3] cvent.com
[2] the-easia.org

Top Domains in Tweet in G3:
[128] twitter.com
[10] nih.gov
[8] youtube.com
[6] apple.news
[5] usatoday.com
[5] doseofnews.com
[3] co.uk
[3] cimages.me
[2] google.com
[2] cnn.com

Top Domains in Tweet in G4:
[5] twitter.com
[2] youtube.com
[1] thegatewaypundit.com
[1] thefatemperor.com
[1] statnews.com

Top Domains in Tweet in G5:
[4] nih.gov
[4] pbs.org
[2] twitter.com
[2] youtube.com
[2] co.uk
[2] frontiersin.org
[1] seattletimes.com
[1] yahoo.com
[1] bbc.com
[1] indeliblelearning.com

Top Domains in Tweet in G6:
[6] youtube.com
[2] realclearpolitics.com
[2] nbcnews.com
[2] foxnews.com
[2] politico.com
[1] cnn.com
[1] twitter.com
[1] reuters.com

Top Domains in Tweet in G7:
[6] twitter.com
[3] harvard.edu
[2] nih.gov
[2] umd.edu
[1] truthcures.org
[1] ilads.org
[1] lymediseaseguidelines.org
[1] iavi.org
[1] mysanantonio.com
[1] umass.edu

Top Domains in Tweet in G8:
[6] twitter.com
[3] indianpediatrics.net
[2] jhu.edu
[2] kenyainsights.com
[1] youtube.com
[1] umassmed.edu
[1] wsj.com
[1] cnbc.com
[1] mmm-online.com
[1] uml.edu

Top Domains in Tweet in G9:
[2] peta.org
[2] bu.edu
[1] donaldjtrump.com
[1] twitter.com

Top Domains in Tweet in G10:
[4] jamanetwork.com
[3] sciencemag.org
[3] twitter.com
[2] terrapinn.com
[2] nih.gov
[1] nygenome.org
[1] nature.com
[1] gtexportal.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1187] nih
[1036] covid19
[368] als
[235] covid
[139] genome
[133] boston
[111] activ
[107] coronavirus
[102] uwmadison
[97] mecfs



Top Hashtags in Tweet in G1:
[198] covid19
[120] nih
[46] activ
[31] coronavirus
[29] clinicaltrials
[22] nihblueprint
[13] wimmonth
[12] cancer
[12] mfm
[12] ptb

Top Hashtags in Tweet in G2:
[609] covid19
[545] nih
[126] boston
[126] genome
[57] activ
[52] vaccines
[47] fda
[39] mecfs
[31] lrpchat
[26] cdc

Top Hashtags in Tweet in G3:
[367] als
[190] covid
[52] covid19
[29] axeals
[21] nih
[21] bigpharma
[19] coronavirus
[17] fauci
[16] cdc
[9] hcqworks

Top Hashtags in Tweet in G4:
[9] nih
[5] covid19
[5] ican
[4] lockdown
[3] moderna
[3] fauci
[2] patentlaw
[2] billgates
[2] covid
[1] antitrust

Top Hashtags in Tweet in G5:
[14] longcovid
[13] covid19
[13] covid
[12] nanodds
[7] gait
[7] balance
[6] nih
[4] coronavirus
[4] countlongcovid
[3] health

Top Hashtags in Tweet in G6:
[3] cnntownhall
[3] coronavirus
[3] nih
[2] covid19
[2] fauci
[2] kaiserpermanente
[2] trumpvirusdeathtoll193k
[1] trumpresignnow
[1] trumpliedpeopledied
[1] ibullshityounot

Top Hashtags in Tweet in G7:
[23] lyme
[16] ilads2020
[12] borrelia
[7] covid19
[4] covid
[2] nih
[2] grant
[2] kovid19
[2] bsospride
[1] pam3cys

Top Hashtags in Tweet in G8:
[13] covid19
[10] nih
[7] radx
[6] coronavirus
[5] worldsuicidepreventionday
[4] socialdistancing
[3] hiv
[3] umassmedical
[3] emergency
[3] management

Top Hashtags in Tweet in G9:
[2] myalgicencephalomyelitis
[2] watson
[2] littlealbert
[1] covid19uk
[1] cysticfibrosis
[1] medtwitter
[1] gradedexercisetherapy
[1] get
[1] longcovid
[1] me

Top Hashtags in Tweet in G10:
[3] futurelabs
[2] covid19
[2] boston
[2] genome
[1] genetic
[1] diversity
[1] genetics
[1] gtex2020
[1] manufacturinglaboratories
[1] laboratories

Top Words
Top Words in Tweet in Entire Graph:
[5151] nih
[1174] #nih
[1036] #covid19
[882] nihdirector
[849] research
[622] more
[613] developing
[596] moderna
[574] cdcgov
[550] vaccine

Top Words in Tweet in G1:
[1647] nih
[276] research
[206] study
[198] #covid19
[180] more
[153] news
[148] grant
[126] covid
[118] #nih
[117] million

Top Words in Tweet in G2:
[1211] nih
[658] nihdirector
[609] #covid19
[536] #nih
[329] research
[197] study
[183] niaidnews
[172] dr
[163] dlrdirector
[160] help

Top Words in Tweet in G3:
[719] nih
[422] cdcgov
[367] #als
[302] realdonaldtrump
[291] potus
[228] cdcdirector
[222] us_fda
[190] stevefda
[190] #covid
[189] help

Top Words in Tweet in G4:
[568] moderna
[562] developing
[333] utobian
[284] vaccine
[283] ponzi
[283] scheme
[281] billions
[280] bernie
[280] madoff
[280] style

Top Words in Tweet in G5:
[236] nih
[79] nigms
[77] program
[75] join
[74] ksadtler
[74] stadtman
[74] tenure
[74] track
[74] applications
[73] investigators

Top Words in Tweet in G6:
[166] nih
[141] cnn
[140] crazy
[138] conspiracy
[137] tell
[137] theories
[136] those
[134] depend
[133] somebody
[133] answer

Top Words in Tweet in G7:
[49] nih
[23] #lyme
[22] cdcgov
[19] bayarealyme
[19] ilads_lyme
[18] harvardmed
[16] #ilads2020
[15] disease
[14] cychiu98
[14] immunofever

Top Words in Tweet in G8:
[37] nih
[14] plancompakistan
[13] cdcgov
[13] #covid19
[12] reason
[11] testing
[11] nobelprize
[10] feelings
[10] wsj
[10] one

Top Words in Tweet in G9:
[114] peta
[102] monkeys
[80] speaking
[80] experiments
[79] government
[78] celebs
[78] truth
[78] power
[78] urging
[78] stop

Top Words in Tweet in G10:
[88] nih
[66] sciencemagazine
[58] letter
[38] sarahtishkoff
[37] dorothyeroberts
[37] publicshealth
[36] rob
[36] desalle
[33] amnh
[33] calls

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[573] moderna,developing
[289] ponzi,scheme
[287] bernie,madoff
[286] developing,vaccine
[286] vaccine,moderna
[286] developing,bernie
[286] madoff,style
[286] style,ponzi
[286] scheme,steal
[286] steal,billions

Top Word Pairs in Tweet in G1:
[111] covid,19
[107] nih,news
[93] clinical,trials
[84] nih,study
[68] sars,cov
[67] nih,grant
[61] find,answers
[61] answers,more
[60] hot,humid
[59] cov,transmitted

Top Word Pairs in Tweet in G2:
[137] nihdirector,#nih
[130] #covid19,study
[126] contact,tracing
[126] tracing,essential
[126] essential,containing
[126] containing,#covid19
[126] study,#boston
[126] #boston,shows
[126] shows,value
[126] value,#genome

Top Word Pairs in Tweet in G3:
[183] #als,#covid
[183] #covid,#als
[183] #als,100
[183] 100,fatal
[183] fatal,help
[182] help,patients
[181] patients,access
[181] access,promising
[166] promising,treatments
[145] cdcgov,cdcdirector

Top Word Pairs in Tweet in G4:
[561] moderna,developing
[283] ponzi,scheme
[280] developing,vaccine
[280] vaccine,moderna
[280] developing,bernie
[280] bernie,madoff
[280] madoff,style
[280] style,ponzi
[280] scheme,steal
[280] steal,billions

Top Word Pairs in Tweet in G5:
[74] tenure,track
[73] ksadtler,nih
[73] nih,stadtman
[73] stadtman,tenure
[73] track,investigators
[73] investigators,program
[73] program,accepting
[73] accepting,applications
[73] applications,deadline
[73] deadline,sept

Top Word Pairs in Tweet in G6:
[137] crazy,conspiracy
[137] conspiracy,theories
[134] depend,those
[134] those,crazy
[133] somebody,tell
[133] tell,answer
[133] answer,certainly
[133] certainly,depend
[68] theories,nih
[66] ac360,somebody

Top Word Pairs in Tweet in G7:
[14] cdcgov,cychiu98
[14] cychiu98,immunofever
[12] lyme,disease
[12] disease,persist
[12] persist,antibiotic
[12] antibiotic,treatment
[12] treatment,#lyme
[12] #lyme,#borrelia
[12] #borrelia,ilads_lyme
[12] ilads_lyme,#ilads2020

Top Word Pairs in Tweet in G8:
[9] end,life
[9] cdcgov,nih
[8] colleague,fellow
[7] david,mcmanus
[7] mcmanus,md
[7] md,tells
[7] tells,wsj
[7] wsj,high
[7] high,regulatory
[7] regulatory,bar

Top Word Pairs in Tweet in G9:
[78] celebs,speaking
[78] speaking,truth
[78] truth,power
[78] power,urging
[78] urging,government
[78] government,stop
[78] stop,tormenting
[78] tormenting,monkeys
[78] monkeys,fright
[78] fright,experiments

Top Word Pairs in Tweet in G10:
[58] letter,sciencemagazine
[36] dorothyeroberts,sarahtishkoff
[36] rob,desalle
[35] sarahtishkoff,rob
[33] sciencemagazine,dorothyeroberts
[33] desalle,amnh
[33] amnh,calls
[33] calls,nih
[32] publicshealth,letter
[25] glad,one

Top Replied-To
Top Replied-To in Entire Graph:
@nih
@royblunt
@coledeforest
@cnn
@nihdirector
@siegenthalerlab
@realdonaldtrump
@utobian
@stevewcarlson
@facethenation

Top Replied-To in G1:
@nih
@siegenthalerlab
@cnni
@kodytisdale
@repstevestivers
@smonnat
@michellecardel
@dnlobo
@baccarelliaa
@einsteinmed

Top Replied-To in G2:
@nih
@royblunt
@nihdirector
@megtirrell
@surgeon_general
@dlrdirector
@mayer_barber
@nindsdirector
@medsociology
@drlaprincess

Top Replied-To in G3:
@realdonaldtrump
@stevewcarlson
@power79646739
@epersists
@macmackenzie32
@potus
@cdcgov
@whitehouse
@nih
@erictopol

Top Replied-To in G4:
@utobian
@damnnobueno
@dbw8
@orchard3sixty
@sylvandelacruz
@natscloset
@farmingganja
@democratfed
@surgeon_general
@ericlee61405425

Top Replied-To in G5:
@coledeforest
@jjloverp
@researchky
@gtsodikova
@cisnerosres
@drmingyaoli
@mikelove
@drvknamdeo1
@r_cilr
@sandykulkarnee

Top Replied-To in G6:
@cnn
@ac360
@nih
@gomesbolt
@chirp0403
@prayingmedic
@jillpuffyheart
@kylegriffin1
@danrather
@dumasphilip13

Top Replied-To in G7:
@bayarealyme
@amermedicalassn
@dranthonyf
@drwilfredom
@janetwunews
@kimberlyblumen1
@cdcgov

Top Replied-To in G8:
@niaidnews
@keithmartinmd
@msn
@drsanjaygupta
@markherringva
@sfchronicle
@senwarren
@thekjohnston
@nih
@jimbraude

Top Replied-To in G9:
@peta
@ewerickson
@charriselane
@baconssanity
@haverlockryder
@todayshow

Top Replied-To in G10:
@lancegravlee
@gerlach_d
@juliachensankey
@nih
@nygenome
@useanvil

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@nihdirector
@cdcgov
@realdonaldtrump
@utobian
@potus
@cdcdirector
@who
@niaidnews
@us_fda

Top Mentioned in G1:
@nih
@siegenthalerlab
@pitttweet
@aslavitt
@smonnat
@nihdirector
@einsteinmed
@macky_neal
@annyreyesneuro
@oracle

Top Mentioned in G2:
@nih
@nihdirector
@niaidnews
@dlrdirector
@tiffanyhaddish
@nih_lrp
@surgeon_general
@ncats_nih_gov
@ni
@faucifan

Top Mentioned in G3:
@nih
@cdcgov
@potus
@realdonaldtrump
@cdcdirector
@us_fda
@stevefda
@hhsgov
@who
@nihdirector

Top Mentioned in G4:
@utobian
@nih
@rutgers_njms
@univhospnewark
@orchard3sixty
@m_kforfreedom07
@democratfed
@beckyjohnson222
@8extremes
@icandecide

Top Mentioned in G5:
@nih
@nigms
@ksadtler
@uw
@avoiceforchoice
@gtsodikova
@uk_cop
@cdcgov
@newshour
@alkabanov

Top Mentioned in G6:
@nih
@cnn
@ac360
@cdcgov
@cdcdirector
@oscarchim
@ap
@msnbc
@surgeon_general
@maxboot

Top Mentioned in G7:
@nih
@cdcgov
@ilads_lyme
@harvardmed
@bayarealyme
@cychiu98
@immunofever
@idsainfo
@lightshinzsue
@lymenews

Top Mentioned in G8:
@nih
@who
@un
@plancompakistan
@cdcgov
@nobelprize
@wsj
@umassmedical
@hlgatell
@unam_mx

Top Mentioned in G9:
@peta
@nih
@anjelicahuston
@billmaher
@jamesocromwell
@facebook
@cdcgov
@who
@nicecomms
@billgates

Top Mentioned in G10:
@nih
@sciencemagazine
@sarahtishkoff
@dorothyeroberts
@publicshealth
@amnh
@lancegravlee
@tuuliel_lab
@columbia
@nygenome

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@animalsholbox
@americanair
@kattavernd
@threadreaderapp
@british_airways
@united
@chidambara09
@ez4u2say_janis
@delta

Top Tweeters in G1:
@threadreaderapp
@saragomezaranci
@rosenchild
@guardian
@primal_digest
@suekhi
@familygrowing1
@upuouo
@deepvard
@dudeneyn

Top Tweeters in G2:
@gambiste1
@gpwriter
@drofdem
@loyalfan1
@blackrepublican
@dominos
@skrbelly1
@kimpy123
@all100senators
@pameladubsky49

Top Tweeters in G3:
@klm
@politicalbee
@mcdonalds
@walmart
@ndylan1
@ketaminh
@thewaterflea
@ladyredwave
@dcexaminer
@oldsalz

Top Tweeters in G4:
@twitlertwit
@drdaveanddee
@cheezwitham
@sandoly
@booniekane
@abbavitch
@jackcolleton
@partynxs
@draintheswamp55
@beckyjohnson222

Top Tweeters in G5:
@metz_chance
@krishworlds
@mailonline
@brufarm2
@stlhd100
@newshour
@gomobel
@piyota0
@flo_rox
@irmaraste

Top Tweeters in G6:
@businessinsider
@reuters
@govsherazkhan
@jeannie_hartley
@world_news_eng
@aclaysuper
@ikateufel
@midusamom
@njmike731
@bandersdavidson

Top Tweeters in G7:
@forbes
@mysa
@phillyinquirer
@wef
@thebingle
@lizszabo
@scicommbot
@dalchico
@psutympany
@aarp

Top Tweeters in G8:
@business
@nhk_news
@nytimes
@cnbc
@revolucion3_0
@mainichi
@wsj
@bbcworld
@aristeguionline
@msn

Top Tweeters in G9:
@peta
@rhiannoncahill
@vievararosel
@carlanun
@alexaadams12
@ryl5858
@apuelhindu
@mongoose409
@todayshow
@veganadvocate1

Top Tweeters in G10:
@hood_biologist
@arrianna_planey
@gaycae
@razoralign
@chrishendel
@jama_current
@alondra
@aunpalmquist
@babyboomerwritr
@columbia


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