#NIH OR @NIH, Twitter, 8/23/2020 9:54:06 PM, 233327


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#NIH OR @NIH_2020-08-23_12-57-37.xlsx
#NIH OR @NIH_2020-08-23_12-57-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 23, 2020
Short Description:
#NIH OR @NIH via NodeXL https://bit.ly/2QmvnVW
@nih
@nihdirector
@laurie_garrett
@braincures
@erictopol
@lake_slave
@cdcgov
@trulyprogressiv
@dr_past
@alivelshi

Top hashtags:
#nih
#covid19
#als
#trump
#covid
#uwmadison
#coronavirus
#axeals
#cdc
#mecfs

Description:
Description
The graph represents a network of 7,649 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, 23 August 2020 at 20:05 UTC.

The requested start date was Sunday, 23 August 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 6-day, 18-hour, 8-minute period from Saturday, 15 August 2020 at 14:14 UTC to Saturday, 22 August 2020 at 08:23 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 : 7649
Unique Edges : 11574
Edges With Duplicates : 21423
Total Edges : 32997
Number of Edge Types : 5
Retweet : 4812
MentionsInRetweet : 11682
Mentions : 14597
Replies to : 1613
Tweet : 293
Self-Loops : 424
Reciprocated Vertex Pair Ratio : 0.0217330105286864
Reciprocated Edge Ratio : 0.042541466909131
Connected Components : 118
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 7446
Maximum Edges in a Connected Component : 32685
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.10045
Graph Density : 0.000310207503811311
Modularity : 0.411355
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,649 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, 23 August 2020 at 20:05 UTC.

The requested start date was Sunday, 23 August 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 6-day, 18-hour, 8-minute period from Saturday, 15 August 2020 at 14:14 UTC to Saturday, 22 August 2020 at 08:23 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:
[92] https://www.msnbc.com/ali-velshi/watch/national-institutes-of-health-director-the-effectiveness-of-masks-is-a-settled-fact-90125893737
[39] https://www.nih.gov/news-events/nih-research-matters/immune-cells-common-cold-may-recognize-sars-cov-2?utm_source=dlvr.it&utm_medium=twitter
[35] https://www.instagram.com/accounts/login/?next=/tv/CD2WoXupHV-/%3Futm_source%3Dig_web_copy_link
[22] https://www.nih.gov/news-events/news-releases/drugs-against-alpha-ketoglutarate-may-combat-deadly-childhood-brain-tumor?utm_source=dlvr.it&utm_medium=twitter
[18] https://www.nih.gov/news-events/news-releases/nih-study-suggests-opioid-use-linked-pregnancy-loss-lower-chance-conception?utm_source=dlvr.it&utm_medium=twitter
[18] https://www.nih.gov/news-events/nih-research-matters/blood-tests-show-promise-early-alzheimers-diagnosis?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.uab.edu/norc/education-enrichment/norc-minority-symposium/norc-minority-symposium-schedule?j=577347&sfmc_sub=103334163&l=218956_HTML&u=13672939&mid=100020799&jb=2
[12] https://imemc.org/article/israel-tightens-closure-close-only-commercial-crossing-for-gaza/
[10] https://www.nih.gov/news-events/news-releases/small-set-genes-may-provide-unique-barcode-different-types-brain-cells-worms?utm_source=dlvr.it&utm_medium=twitter
[10] https://megbouvier.com/product/deadline-push/

Top URLs in Tweet in G1:
[33] https://www.nih.gov/news-events/nih-research-matters/immune-cells-common-cold-may-recognize-sars-cov-2?utm_source=dlvr.it&utm_medium=twitter
[18] https://www.nih.gov/news-events/news-releases/drugs-against-alpha-ketoglutarate-may-combat-deadly-childhood-brain-tumor?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.nih.gov/news-events/nih-research-matters/blood-tests-show-promise-early-alzheimers-diagnosis?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.nih.gov/news-events/news-releases/nih-study-suggests-opioid-use-linked-pregnancy-loss-lower-chance-conception?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.uab.edu/norc/education-enrichment/norc-minority-symposium/norc-minority-symposium-schedule?j=577347&sfmc_sub=103334163&l=218956_HTML&u=13672939&mid=100020799&jb=2
[8] https://www.nih.gov/news-events/news-releases/small-set-genes-may-provide-unique-barcode-different-types-brain-cells-worms?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.nih.gov/news-events/news-releases/phase-3-clinical-trial-investigational-vaccine-covid-19-begins
[8] https://zoom.us/webinar/register/WN_K6QbXP9iRKazN_Dyjzk_FA
[7] https://www.nih.gov/news-events/news-releases/nih-halts-clinical-trial-hydroxychloroquine?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.washingtonpost.com/health/trump-fetal-tissue-research/2020/08/18/85902fcc-e157-11ea-8dd2-d07812bf00f7_story.html

Top URLs in Tweet in G2:
[35] https://www.instagram.com/accounts/login/?next=/tv/CD2WoXupHV-/%3Futm_source%3Dig_web_copy_link
[12] https://imemc.org/article/israel-tightens-closure-close-only-commercial-crossing-for-gaza/
[4] https://advocacy.charityengine.net/Default.aspx?isid=377&sm_guid=MzQ4NTM4fDMxMzY5NzQwfC0xfG9hbWl0YXlAc29sdmVjZnMub3JnfDI3ODg2NzJ8fDB8MHw3NTc5MTczMnw5NTN8MHwwfHwzMjgxOTE1
[4] https://www.northwell.edu/find-care/locations/lenox-hill-hospital
[4] https://newsghana.com.gh/how-to-exercise-when-you-have-heart-troubles/
[3] https://coronavirus.jhu.edu/from-our-experts/early-herd-immunity-against-covid-19-a-dangerous-misconception
[3] https://www.youtube.com/watch?v=ro5L1fjhjhg&feature=youtu.be

[3] https://www.zerohedge.com/medical/doctors-pen-open-letter-fauci-regarding-use-hydroxychloroquine-treating-covid-19
[3] https://www.washingtonpost.com/health/trump-fetal-tissue-research/2020/08/18/85902fcc-e157-11ea-8dd2-d07812bf00f7_story.html
[3] https://twitter.com/DavidMDomena/status/1293945678440407040?s=20

Top URLs in Tweet in G3:
[92] https://www.msnbc.com/ali-velshi/watch/national-institutes-of-health-director-the-effectiveness-of-masks-is-a-settled-fact-90125893737
[6] https://jamanetwork.com/journals/jama/fullarticle/2769420?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=081620#.XzlsGkKLk4E.twitter
[5] https://www.wsj.com/articles/nih-presses-u-s-nonprofit-for-information-on-wuhan-virology-lab-11597829400
[4] https://www.nih.gov/news-events/nih-research-matters/immune-cells-common-cold-may-recognize-sars-cov-2?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/NIHDirector/status/1294300486984581120
[2] https://www.sph.umn.edu/news/can-a-new-treatment-thwart-covid-19/
[2] https://www.sciencemag.org/news/2020/08/nih-imposes-outrageous-conditions-resuming-coronavirus-grant-targeted-trump
[2] https://threadreaderapp.com/thread/1296500033014005761.html
[2] https://twitter.com/nihdirector/status/1294300486984581120
[1] https://directorsblog.nih.gov/2020/08/18/building-a-better-bacterial-trap-for-sepsis/

Top URLs in Tweet in G4:
[5] https://www.nih.gov/health-information
[4] https://irp.nih.gov/blog/post/2020/08/the-virus-vs-the-machine
[4] https://www.nih.gov/news-events/news-releases/nih-study-suggests-opioid-use-linked-pregnancy-loss-lower-chance-conception?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.theatlantic.com/health/archive/2020/08/long-haulers-covid-19-recognition-support-groups-symptoms/615382/?utm_term=2020-08-19T11%3A00%3A01&utm_content=edit-promo&utm_campaign=the-atlantic&utm_medium=social&utm_source=twitter
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41746-020-0302-y
[3] https://heal.nih.gov/events/2020-buprenorphine-infants
[3] https://www.fastcompany.com/90537072/how-the-covid-19-crisis-has-prompted-a-revolution-in-scientific-publishing
[3] https://commonfund.nih.gov/africadatasymposium/interactive-sessions
[3] https://www.nih.gov/news-events/news-releases/drugs-against-alpha-ketoglutarate-may-combat-deadly-childhood-brain-tumor?utm_source=dlvr.it&utm_medium=twitter
[3] http://ow.ly/PEtr30r5mYu

Top URLs in Tweet in G5:
[6] https://www.linkedin.com/slink?code=grGD75g
[5] https://www.linkedin.com/slink?code=gmSWk5A
[3] https://pubpeer.com/publications/F40FACB03DC8EA4884C0BF5014A2AD
[2] https://www.linkedin.com/slink?code=gR8TMJe
[2] https://news.cuanschutz.edu/news-stories/scientists-win-grant-to-unravel-mystery-of-how-animals-track-scent
[1] https://www.linkedin.com/slink?code=gKA7Zsa
[1] https://www.linkedin.com/slink?code=dkWicnG
[1] https://www.dobetteracademia.co.uk/index.php/university-wrongdoing/bullying-in-universities
[1] https://www.thestudentroom.co.uk/life/health/sexual-health/sexual-assault-and-harassment-on-university-campuses
[1] https://joshuamrosenberg.com/post/2020/08/17/participating-in-the-laser-learning-analytics-in-stem-education-research-institute/

Top URLs in Tweet in G6:
[1] https://www.washingtonpost.com/health/trump-fetal-tissue-research/2020/08/18/85902fcc-e157-11ea-8dd2-d07812bf00f7_story.html?wpmk=1&wpisrc=al_news__alert-politics--alert-national&utm_source=alert&utm_medium=email&utm_campaign=wp_news_alert_revere&location=alert&pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.nIR0LyLRhyA7xN4b4MM6fX-HHYW608q0bBeUAMxpS74
[1] https://twitter.com/Mauerback/status/1272364249583693824
[1] https://twitter.com/brianstelter/status/1281591520408346624

Top URLs in Tweet in G7:
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Ffulltext%2FS0092-8674%2820%2931012-6&rc=0
[1] https://www.nih.gov/news-events/news-releases/nih-halts-clinical-trial-hydroxychloroquine
[1] https://twitter.com/charlesornstein/status/1295426948588539908
[1] https://gnews.org/89737/
[1] https://twitter.com/EricTopol/status/1295045482775945219

Top URLs in Tweet in G8:
[5] https://www.clinicaltrials.gov/
[4] https://twitter.com/das_seed/status/1296056888296181760
[3] https://twitter.com/das_seed/status/1296309268895989761
[2] https://clinicaltrials.gov/
[2] https://twitter.com/das_seed/status/1282627953130704898
[2] https://twitter.com/das_seed/status/1296092502991216646
[2] https://amazon.com/dp/B08BW46B4W
[1] https://www.who.int/news-room/detail/16-06-2020-who-welcomes-preliminary-results-about-dexamethasone-use-in-treating-critically-ill-covid-19-patients
[1] https://www.business-standard.com/article/current-affairs/health-ministry-not-to-use-itolizumab-in-clinical-protocols-for-covid-19-120072600613_1.html
[1] https://clinicaltrials.gov

Top URLs in Tweet in G9:
[1] https://twitter.com/biorxivpreprint/status/1295114671566008324
[1] https://childrenshealthdefense.org/news/vaccine-trial-catastrophe-moderna-vaccine-has-20-serious-injury-rate-in-high-dose-group/
[1] https://twitter.com/cseindia/status/1294864857917841408

Top URLs in Tweet in G10:
[1] https://www.mdepinet.net/structure
[1] https://news.weill.cornell.edu/news/2020/08/weill-cornell-medicine-ctsc-team-receives-nih-grant-to-study-disparities-in-covid-19?utm_campaign=.edu+site&utm_content=1596823512&utm_medium=social&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[382] nih.gov
[304] twitter.com
[92] msnbc.com
[41] instagram.com
[41] youtube.com
[27] google.com
[23] linkedin.com
[19] washingtonpost.com
[16] uab.edu
[15] clinicaltrials.gov

Top Domains in Tweet in G1:
[224] nih.gov
[48] twitter.com
[12] uab.edu
[10] zoom.us
[8] coronaviruspreventionnetwork.org
[6] pscp.tv
[6] washingtonpost.com
[5] chrisrosenbloom.com
[4] bit.ly
[4] asbmb.org

Top Domains in Tweet in G2:
[123] twitter.com
[37] instagram.com
[17] youtube.com
[13] nih.gov
[12] imemc.org
[10] cnn.com
[7] washingtonpost.com
[5] nytimes.com
[5] google.com
[4] charityengine.net

Top Domains in Tweet in G3:
[92] msnbc.com
[21] nih.gov
[18] twitter.com
[8] jamanetwork.com
[6] wsj.com
[3] bit.ly
[2] youtube.com
[2] umn.edu
[2] sciencemag.org
[2] threadreaderapp.com

Top Domains in Tweet in G4:
[76] nih.gov
[29] twitter.com
[10] elsevier.com
[4] meaction.net
[4] theatlantic.com
[4] nature.com
[3] fastcompany.com
[3] jamanetwork.com
[3] ow.ly
[3] apple.com

Top Domains in Tweet in G5:
[15] linkedin.com
[3] pubpeer.com
[3] forbetterscience.com
[2] co.uk
[2] joshuamrosenberg.com
[2] cuanschutz.edu
[1] awis.org
[1] hub.ki
[1] genome.gov
[1] flat.bio

Top Domains in Tweet in G6:
[2] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] elsevierhealth.com
[1] nih.gov
[1] gnews.org

Top Domains in Tweet in G8:
[18] twitter.com
[8] clinicaltrials.gov
[6] nih.gov
[2] amazon.com
[1] who.int
[1] business-standard.com
[1] bioconblog.com
[1] google.com
[1] qz.com
[1] medlineplus.gov

Top Domains in Tweet in G9:
[2] twitter.com
[1] childrenshealthdefense.org

Top Domains in Tweet in G10:
[1] mdepinet.net
[1] cornell.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1410] nih
[1194] covid19
[264] als
[185] trump
[177] covid
[126] uwmadison
[114] coronavirus
[84] axeals
[73] cdc
[73] mecfs



Top Hashtags in Tweet in G1:
[169] covid19
[137] nih
[18] nihhealinitiative
[13] health
[10] mindfulness
[10] ai
[9] opioid
[9] newsars
[8] ptsd
[8] coronavirus

Top Hashtags in Tweet in G2:
[260] als
[138] covid
[126] covid19
[84] axeals
[57] nih
[40] coronavirus
[31] cdc
[27] fauci
[21] who
[20] billgates

Top Hashtags in Tweet in G3:
[702] nih
[557] covid19
[27] sepsis
[21] dna
[5] coronavirus
[5] biosafety
[4] drug
[4] trump
[3] radx
[2] amrchallenge

Top Hashtags in Tweet in G4:
[125] nih
[89] covid19
[70] mecfs
[29] research
[18] dsiafrica
[16] coronavirus
[13] globalhealth
[11] longcovid
[11] openaccess
[9] speakingofscience

Top Hashtags in Tweet in G5:
[15] harassment
[12] bullying
[12] discrimination
[11] researchculture
[9] scicomm
[9] poll
[8] wellcometrust
[8] uk
[7] reimagineresearch
[7] vote

Top Hashtags in Tweet in G6:
[175] trump
[2] nih
[2] niaid
[1] voteblue2020
[1] trumpisanationaldisgrace
[1] coronavirus
[1] yesmen
[1] covid19
[1] publichealth

Top Hashtags in Tweet in G7:
[147] covid19
[6] nih
[2] hydroxychloroquine
[2] azithromycin
[1] sepsis
[1] zincsulfate
[1] disinfectants
[1] coronavirus
[1] crispr
[1] ebola

Top Hashtags in Tweet in G8:
[15] nih
[8] alcohol
[6] covid19
[6] itolizumab
[6] substance
[5] nimh
[3] neurotox
[3] newormics
[3] coronavirus
[2] vivochip

Top Hashtags in Tweet in G9:
[5] covidvaccine
[4] protestagainstexamsincovid
[4] postpondneetandjee
[3] life_first_jee_neet_next
[1] voiletsop
[1] bill
[1] gates
[1] combat
[1] malaria
[1] success

Top Hashtags in Tweet in G10:
[1] covid19
[1] gi
[1] ibd
[1] oncology
[1] newmomlife

Top Words
Top Words in Tweet in Entire Graph:
[4909] nih
[1477] nihdirector
[1360] #nih
[1244] research
[1196] #covid19
[984] funded
[687] cdcgov
[648] use
[580] stanfordmed
[577] risk

Top Words in Tweet in G1:
[1924] nih
[248] research
[242] dr
[198] funded
[194] covid
[174] 19
[169] #covid19
[167] peta
[139] study
[135] pandemic

Top Words in Tweet in G2:
[1005] nih
[483] cdcgov
[333] us_fda
[321] hhsgov
[260] #als
[260] realdonaldtrump
[163] thesheilag2020
[161] enough
[158] hold
[158] antibody

Top Words in Tweet in G3:
[1173] nihdirector
[699] #nih
[687] research
[635] funded
[557] #covid19
[530] stanfordmed
[520] use
[520] found
[516] adults
[515] substantially

Top Words in Tweet in G4:
[461] nih
[129] research
[104] #nih
[91] #covid19
[80] worldwide
[79] pandemic
[77] dr
[73] more
[72] nihdirector
[70] #mecfs

Top Words in Tweet in G5:
[91] nih
[88] jeremyfarrar
[87] universitiesuk
[86] michelle_cruk
[86] ukri_ceo
[85] elish_ihs
[80] dbetteracademia
[78] union_newsuk
[69] evidencebase_im
[65] nsf

Top Words in Tweet in G6:
[200] laurie_garrett
[176] admin
[175] fetal
[175] tissue
[175] advisory
[175] bd
[175] created
[175] #trump
[175] filled
[175] anti

Top Words in Tweet in G7:
[151] cellcellpress
[149] erictopol
[147] #covid19
[142] big
[142] pandemic
[142] picture
[142] brilliant
[142] 430
[142] bce
[142] 2020

Top Words in Tweet in G8:
[111] nih
[84] malini_aisola
[81] pash22
[80] priyankapulla
[79] deraltegaukler
[78] giridar100
[77] d_s_thakur
[76] namita_kohli
[75] prat1112001
[67] das_seed

Top Words in Tweet in G9:
[38] nih
[22] pmoindia
[22] google
[21] googleads
[21] googleindia
[21] whowpro
[20] iiscbangalore
[20] axymak
[19] gatesfoundation
[16] prinsciadvgoi

Top Words in Tweet in G10:
[22] nih
[20] soniabharel
[19] mianbkhalid
[18] bilalasifmd
[18] dunleavy_katie
[18] bilalmohammadmd
[18] mahamhayatmd
[18] ijlalakbar
[18] allonkahn
[18] perelmanspearls

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[661] #nih,funded
[639] funded,research
[633] nihdirector,#nih
[536] young,adults
[534] teens,young
[533] increased,risk
[533] risk,#covid19
[532] research,stanfordmed
[532] stanfordmed,found
[532] found,substantially

Top Word Pairs in Tweet in G1:
[169] covid,19
[115] dr,fauci
[111] 19,pandemic
[111] fauci,nih
[108] live,dr
[108] questions,covid
[107] pandemic,including
[107] including,latest
[107] latest,vaccines
[107] vaccines,mask

Top Word Pairs in Tweet in G2:
[272] cdcgov,nih
[180] nih,us_fda
[168] hhsgov,cdcgov
[154] surprise,hhsgov
[154] us_fda,puts
[154] puts,antibody
[154] antibody,rich
[154] rich,plasma
[154] plasma,hold
[154] hold,isn

Top Word Pairs in Tweet in G3:
[616] #nih,funded
[606] funded,research
[604] nihdirector,#nih
[515] research,stanfordmed
[515] stanfordmed,found
[515] found,substantially
[515] substantially,increased
[515] increased,risk
[515] risk,#covid19
[515] #covid19,teens

Top Word Pairs in Tweet in G4:
[39] clinical,trials
[35] millions,americans
[34] great,article
[34] article,take
[34] take,freaking
[34] freaking,worldwide
[34] worldwide,pandemic
[34] pandemic,millions
[34] americans,poised
[34] poised,#mecfs

Top Word Pairs in Tweet in G5:
[86] michelle_cruk,ukri_ceo
[86] ukri_ceo,universitiesuk
[84] jeremyfarrar,michelle_cruk
[83] elish_ihs,jeremyfarrar
[78] universitiesuk,union_newsuk
[73] dbetteracademia,elish_ihs
[69] union_newsuk,evidencebase_im
[39] braincures,dbetteracademia
[35] nih,nsf
[35] evidencebase_im,techscom

Top Word Pairs in Tweet in G6:
[175] fetal,tissue
[175] tissue,advisory
[175] advisory,bd
[175] bd,created
[175] created,#trump
[175] #trump,admin
[175] admin,filled
[175] filled,anti
[175] anti,abortion
[175] abortion,evangelical

Top Word Pairs in Tweet in G7:
[142] big,pandemic
[142] pandemic,picture
[142] picture,#covid19
[142] #covid19,brilliant
[142] brilliant,430
[142] 430,bce
[142] bce,2020
[142] 2020,cellcellpress
[142] cellcellpress,david
[142] david,morens

Top Word Pairs in Tweet in G8:
[79] priyankapulla,deraltegaukler
[76] deraltegaukler,malini_aisola
[75] malini_aisola,namita_kohli
[67] namita_kohli,nih
[62] nih,icmrdelhi
[53] amarjesani,anantbhan
[48] d_s_thakur,giridar100
[48] icmrdelhi,ivanoransky
[48] ivanoransky,microbiomdigest
[47] microbiomdigest,amarjesani

Top Word Pairs in Tweet in G9:
[21] googleindia,google
[21] google,whowpro
[16] iiscbangalore,pmoindia
[16] pmoindia,prinsciadvgoi
[16] prinsciadvgoi,gatesfoundation
[16] gatesfoundation,nih
[13] mohfw_india,nih
[13] horrible,googleads
[13] googleads,allowing
[13] allowing,scammers

Top Word Pairs in Tweet in G10:
[18] mianbkhalid,dunleavy_katie
[18] dunleavy_katie,bilalmohammadmd
[18] bilalmohammadmd,mahamhayatmd
[18] mahamhayatmd,ijlalakbar
[18] ijlalakbar,allonkahn
[18] allonkahn,perelmanspearls
[18] perelmanspearls,talk2medoc
[18] talk2medoc,dkirch888
[18] dkirch888,km_pawlak
[18] km_pawlak,drdalbir

Top Replied-To
Top Replied-To in Entire Graph:
@nih
@nadia_sutton
@taabaman
@mcconaughey
@realdonaldtrump
@mariarivera_oc
@davidsteensma
@das_seed
@peta
@peterdaszak

Top Replied-To in G1:
@nih
@nadia_sutton
@taabaman
@peta
@charkoudianlou
@juanmoreb
@quicktake
@doc_courtney
@zanfr
@alizeerenault

Top Replied-To in G2:
@mcconaughey
@realdonaldtrump
@mariarivera_oc
@nih
@richrichmanning
@cdcgov
@thesheilag2020
@niaidnews
@power79646739
@zev_dr

Top Replied-To in G3:
@davidsteensma
@peterdaszak
@das_seed
@janeqiuchina
@billybostickson
@kevinmch3
@luigi_warren
@helenbranswell
@pricklyresearch
@sesiegler

Top Replied-To in G4:
@nih
@nihdirector
@sonya_lala_
@brianvastag
@nindsdirector
@roadmn
@siegenthalerlab
@elenabyhoff
@thelancet
@meactnet

Top Replied-To in G5:
@dbetteracademia
@braincures
@utkteachered
@gkalinkat
@bolderesident
@schneiderleonid
@cici18480257
@jrosenberg6432
@xiaoming_zhai
@dgurdasani1

Top Replied-To in G6:
@laurie_garrett
@diogenerous
@kimthoman1
@ohweebeasties
@blancanieves721
@chiquit49048274

Top Replied-To in G7:
@erictopol
@bobweisberg
@aandasgram
@tiktok

Top Replied-To in G8:
@seemaahuja1
@das_seed
@pash22
@d_s_thakur
@gorwayglobal
@giridar100
@malini_aisola
@prat1112001
@webmz_
@cognituslab

Top Replied-To in G9:
@sameermalladi
@mohfw_india
@axymak
@malubhai10
@chrisgodlak
@sahithy05770636
@tandon_himani
@spant_18
@debajyoti_chak
@malavikaas31

Top Replied-To in G10:
@soniabharel
@mweintraubmd
@bilalasifmd
@loulev_md
@tim_colangelo
@advanirashmimd
@mianbkhalid
@john_damianosmd
@bclaxtonmd

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@nihdirector
@cdcgov
@stanfordmed
@us_fda
@hhsgov
@realdonaldtrump
@ecohealthnyc
@who
@laurie_garrett

Top Mentioned in G1:
@nih
@peta
@quicktake
@juanmoreb
@ahascience
@nihdirector
@nigmstraining
@kennygibbsphd
@dbachovchin
@taabaman

Top Mentioned in G2:
@nih
@cdcgov
@us_fda
@hhsgov
@realdonaldtrump
@thesheilag2020
@who
@niaidnews
@nihdirector
@stevefda

Top Mentioned in G3:
@nihdirector
@stanfordmed
@nih
@ecohealthnyc
@peterdaszak
@betswrites
@hhminews
@alivelshi
@janeqiuchina
@wsj

Top Mentioned in G4:
@nih
@thenci
@nihdirector
@irpatnih
@sonya_lala_
@nih_commonfund
@nindsnews
@greenjournal
@thelancet
@us_fda

Top Mentioned in G5:
@nih
@michelle_cruk
@ukri_ceo
@universitiesuk
@elish_ihs
@jeremyfarrar
@union_newsuk
@evidencebase_im
@nsf
@dbetteracademia

Top Mentioned in G6:
@laurie_garrett
@nih
@praetorian27
@jerrychesler
@kimthoman1
@delthiaricks
@blancanieves721
@realdonaldtrump

Top Mentioned in G7:
@cellcellpress
@erictopol
@nih
@niaidnews
@cellpressnews
@nihdirector
@hhminews
@stanfordmed
@drmarcsiegel
@saludhealthinfo

Top Mentioned in G8:
@nih
@malini_aisola
@priyankapulla
@deraltegaukler
@giridar100
@namita_kohli
@prat1112001
@pash22
@d_s_thakur
@icmrdelhi

Top Mentioned in G9:
@nih
@pmoindia
@googleads
@googleindia
@google
@whowpro
@iiscbangalore
@gatesfoundation
@axymak
@prinsciadvgoi

Top Mentioned in G10:
@nih
@dunleavy_katie
@bilalmohammadmd
@mahamhayatmd
@ijlalakbar
@allonkahn
@perelmanspearls
@talk2medoc
@dkirch888
@km_pawlak

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@animalsholbox
@belizean_bz
@sectest9
@marcodacostafx
@kattavernd
@threadreaderapp
@littlebytesnews
@raybae689
@delta

Top Tweeters in G1:
@marcodacostafx
@littlebytesnews
@saragomezaranci
@ottlegalrebels
@dianabialkowski
@owlwoman911_
@wendycroy888
@loyalfan1
@karriefleetwood
@song_title

Top Tweeters in G2:
@raybae689
@delta
@yojudenz
@gambiste1
@thehill
@carolmaewy
@edwardcalame
@business
@darhar981
@ocraziocornpop

Top Tweeters in G3:
@threadreaderapp
@willseattle
@pas5974
@trump_enemy
@lindacollins11
@fight4freedom72
@frecklesxx20
@morgfair
@emersonfan1
@ketaminh

Top Tweeters in G4:
@lilygabet
@emocionycambio
@bigforkgirl
@claudina1947
@fastcompany
@moniquedhooghe
@natlawreview
@monitor_ph
@annika1021
@mdaware

Top Tweeters in G5:
@femtech_
@ft
@rmathematicus
@owillis
@academicchatter
@dajiyuan
@dandc
@13wham
@malcolmnance
@socentlive

Top Tweeters in G6:
@amyayers16
@purplegarter1
@courageousgirl2
@henrygalvin88
@dwatchnews
@vamosgirl1
@margo94
@1jasliz
@kirkmurphy
@saftyinnumbers

Top Tweeters in G7:
@lizditz
@upuouo
@carriesweet2017
@midusamom
@sharon_lynch
@ghostofhypotia
@saludhealthinfo
@sshin6591
@drpaulmorgan
@kcorr54

Top Tweeters in G8:
@12news
@deccanherald
@grumpeoldman
@qz
@sandygrains
@summer_ash
@spartanhominine
@anantbhan
@gorwayglobal
@d_s_thakur

Top Tweeters in G9:
@congort
@pib_india
@bjp4india
@google
@rustybrick
@geetiga
@amithpanchal
@parmarkavi
@kidney_boy
@bjp4maharashtra

Top Tweeters in G10:
@hopkinsmedicine
@tjuhospital
@pennmedicine
@weillcornell
@dkirch888
@dina_khateebdo
@bilalmohammadmd
@john_damianosmd
@oumedicine
@cooperhospital


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