#NIH OR @NIH, Twitter, 11/18/2019 1:37:10 PM, 216630


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#NIH OR @NIH_2019-11-16_18-21-32.xlsx
#NIH OR @NIH_2019-11-16_18-21-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 18, 2019
Short Description:
#NIH OR @NIH via NodeXL http://bit.ly/2XpW66N
@nih
@nihdirector
@dmills3710
@animalsbelize
@motorious_tv
@senwarren
@nysmom4kiddos
@fightthecensors
@headlinejuice
@fogarty_nih

Top hashtags:
#nih
#uwmadison
#measles
#alzheimers
#darpa
#targetedindividuals
#hiv

Description:
Description
The graph represents a network of 4,996 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, 17 November 2019 at 02:22 UTC.

The requested start date was Sunday, 17 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 8-day, 2-hour, 6-minute period from Thursday, 07 November 2019 at 14:24 UTC to Friday, 15 November 2019 at 16:30 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 : 4996
Unique Edges : 8267
Edges With Duplicates : 7315
Total Edges : 15582
Number of Edge Types : 3
Replies to : 720
Mentions : 14480
Tweet : 382
Self-Loops : 382
Reciprocated Vertex Pair Ratio : 0.03212555298083
Reciprocated Edge Ratio : 0.062251250127564
Connected Components : 96
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 4796
Maximum Edges in a Connected Component : 15344
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.193534
Graph Density : 0.000392666485540785
Modularity : 0.455365
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,996 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, 17 November 2019 at 02:22 UTC.

The requested start date was Sunday, 17 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 8-day, 2-hour, 6-minute period from Thursday, 07 November 2019 at 14:24 UTC to Friday, 15 November 2019 at 16:30 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[47] https://www.nia.nih.gov/health/taking-care-your-teeth-and-mouth#tooth-decay
[32] https://www.nih.gov/news-events/news-releases/study-vaccine-protects-monkeys-against-four-types-hemorrhagic-fever-viruses?utm_source=dlvr.it&utm_medium=twitter
[21] https://www.nih.gov/news-events/news-releases/nih-funded-study-shows-placenta-imaging-method-may-aid-early-diagnosis-pregnancy-complications?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.change.org/p/nih-uses-millions-of-tax-payer-dollars-to-torture-dogs-at-texas-a-m-tamu
[16] https://www.globalindoorhealthnetwork.com/GIHN-papers
[15] https://www.nih.gov/news-events/news-releases/bacteriophage-therapy-may-ease-severity-alcoholic-hepatitis?utm_source=dlvr.it&utm_medium=twitter
[15] https://www.facebook.com/nih.gov/
[15] https://osp.od.nih.gov/2019/11/06/draft-data-management-and-sharing-policy-we-need-to-hear-from-you/
[14] https://www.sciencemag.org/news/2019/10/nih-and-gates-foundation-lay-out-ambitious-plan-bring-gene-based-treatments-hiv-and
[9] https://hr.nih.gov/jobs/veterans/vetera

Top URLs in Tweet in G1:
[47] https://www.nia.nih.gov/health/taking-care-your-teeth-and-mouth#tooth-decay
[23] https://www.nih.gov/news-events/news-releases/study-vaccine-protects-monkeys-against-four-types-hemorrhagic-fever-viruses?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.nih.gov/news-events/news-releases/nih-funded-study-shows-placenta-imaging-method-may-aid-early-diagnosis-pregnancy-complications?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.nih.gov/news-events/news-releases/bacteriophage-therapy-may-ease-severity-alcoholic-hepatitis?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.nih.gov/news-events/news-releases/nih-funded-study-suggests-acetaminophen-exposure-pregnancy-linked-higher-risk-adhd-autism?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.facebook.com/nih.gov/
[6] https://osp.od.nih.gov/scientific-sharing/nih-data-management-and-sharing-activities-related-to-public-access-and-open-science/
[5] https://www.nih.gov/news-events/news-releases/nih-nist-researchers-use-artificial-intelligence-quality-control-stem-cell-derived-tissues?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.nih.gov/news-events/news-releases/older-mexican-american-adults-experiencing-pain-are-risk-developing-frailty?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.niaid.nih.gov/news-events/niaid-and-childrens-national-partner-advance-pediatric-clinical-research

Top URLs in Tweet in G2:
[9] https://www.facebook.com/nih.gov/
[8] https://www.nih.gov/news-events/news-releases/study-vaccine-protects-monkeys-against-four-types-hemorrhagic-fever-viruses?utm_source=dlvr.it&utm_medium=twitter
[7] https://osp.od.nih.gov/2019/11/06/draft-data-management-and-sharing-policy-we-need-to-hear-from-you/
[6] https://hr.nih.gov/jobs/veterans/vetera
[4] http://www.lrp.nih.gov/index.aspx
[4] https://www.nih.gov/news-events/news-releases/bacteriophage-therapy-may-ease-severity-alcoholic-hepatitis?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.nih.gov/news-events/news-releases/nih-adds-five-lasker-clinical-research-scholars?utm_source=dlvr.it&utm_medium=twitter
[4] http://occupyme.net/2019/11/07/nih-funding-for-me-needs-life-support/
[4] https://www.nih.gov/news-events/news-releases/nih-funded-study-shows-placenta-imaging-method-may-aid-early-diagnosis-pregnancy-complications?utm_source=dlvr.it&utm_medium=twitter
[3] http://lrp.nih.gov

Top URLs in Tweet in G3:
[16] https://www.globalindoorhealthnetwork.com/GIHN-papers
[4] https://threadreaderapp.com/thread/1192876332453113857.html
[3] https://jameslico.com/training-manual-for-gangstalking/
[2] http://www.smallworldinitiative.org/do-something-challenge-2019
[1] https://twitter.com/GeraldFSeib/status/1193962510103273473
[1] https://twitter.com/evankirstel/status/1195356788121423873
[1] https://facebook.com/nih.gov
[1] https://www.nichd.nih.gov/newsroom/news/110719-placenta-blood-flow
[1] http://www.pnas.org/content/early/2018/02/27/1714379115
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fstem-cell-reports%2Ffulltext%2FS2213-6711%2819%2930364-9&rc=0

Top URLs in Tweet in G4:
[17] https://www.change.org/p/nih-uses-millions-of-tax-payer-dollars-to-torture-dogs-at-texas-a-m-tamu
[4] https://twitter.com/nigmstraining/status/1195002223106781190
[2] https://research.asu.edu/
[2] https://grants.nih.gov/grants/guide/notice-files/NOT-OD-20-011.html
[2] https://www.nordp.org/what-is-research-development-
[2] https://www.sciencemag.org/careers/2016/10/being-enabler
[2] https://www.ncura.edu/Portals/0/Docs/Magazine/2014/MarchApril2014_NCURAMag.pdf?ver=2014-03-07-115920-000
[1] https://twitter.com/AnimalsBelize/status/834387312805085185
[1] https://twitter.com/stanveuger/status/1195083103355777037
[1] https://twitter.com/KarianWright/status/1195170848287551489

Top URLs in Tweet in G5:
[14] https://www.sciencemag.org/news/2019/10/nih-and-gates-foundation-lay-out-ambitious-plan-bring-gene-based-treatments-hiv-and
[2] https://www.aasciences.africa/calls/postdoctoral-training-opportunity-medical-health-sciences
[2] https://www.statnews.com/2019/10/23/nih-gates-foundation-genetic-cures-hiv-sickle-cell/
[1] https://www.fic.nih.gov/Programs/Pages/japan-fellowships.aspx
[1] https://www.fic.nih.gov/Funding/News/Pages/global-health-funding-news-2019-1104.aspx
[1] https://www.fic.nih.gov/Funding/News/Pages/global-health-funding-news-2019-1111.aspx
[1] https://www.fic.nih.gov/Programs/Info/Pages/jsps-extramural.aspx
[1] https://www.fic.nih.gov/About/center-global-health-studies/Pages/health-research-humanitarian-crises.aspx
[1] https://www.fic.nih.gov/Funding/Pages/african-postdoctoral-training-initiative.aspx
[1] https://www.fic.nih.gov/Funding/News/Pages/global-health-funding-news-2019-1028.aspx

Top URLs in Tweet in G6:
[6] http://www.ucd.ie/conway/engagement/newsopinion/2019/researchidentifies16newgeneregionslinkedtodiabetickidneydisease/
[3] https://news.harvard.edu/gazette/story/2019/11/harvard-chan-school-apple-and-nih-launch-womens-health-study/
[2] https://www.hsph.harvard.edu/applewomenshealthstudy/
[2] https://www.jove.com/
[2] https://www.youtube.com/watch?v=VAUByB4iw5c

[1] https://www.nih.gov/news-events/news-releases/nih-nist-researchers-use-artificial-intelligence-quality-control-stem-cell-derived-tissues
[1] https://content.govdelivery.com/accounts/USNIHNCCIH/bulletins/26af32a
[1] https://www.seas.harvard.edu/news/2019/11/if-it-aint-broke-dont-fix-it
[1] https://www.hsph.harvard.edu/news/features/center-nih-cancer-moonshot-inequities/?utm_medium=social&utm_campaign=general&utm_source=twitter
[1] https://twitter.com/amitabhchandra2/status/1195070202213519360

Top URLs in Tweet in G7:
[2] https://www.ft.com/content/956ccaa6-0537-11ea-9afa-d9e2401fa7ca?segmentId=778a3b31-0eac-c57a-a529-d296f5da8125
[2] https://www.nytimes.com/2019/11/11/technology/artificial-intelligence-bias.html
[2] http://medpagetoday.com/psychiatry/addictions/83323?trw=no
[2] https://www.gaonconnection.com/sehat-connection/is-your-child-a-victim-of-mobile-addiction-causes-symptoms-and-prevention-46098
[1] https://twitter.com/PreetaTweets/status/1195353906685059075
[1] https://twitter.com/keachhagey/status/1192470865587388416
[1] https://twitter.com/Techmeme/status/1192814361024307200
[1] https://twitter.com/techledes/status/1193948783450546176
[1] https://twitter.com/JuddLegum/status/1193951007010643975
[1] https://twitter.com/eleanoram/status/1193970912602796036

Top URLs in Tweet in G8:
[2] https://www.politico.com/newsletters/morning-agriculture/2019/11/01/why-we-dont-know-what-to-eat-to-stay-healthy-781975
[2] https://docs.google.com/forms/d/e/1FAIpQLSfahs5CTZLQz_a3txt8OU8JU6eK5nOE5p9BOmjI9ZEnEEd_IA/viewform?usp=send_form
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4991921/
[1] https://dpcpsi.nih.gov/thro/news
[1] https://osp.od.nih.gov/2019/11/06/draft-data-management-and-sharing-policy-we-need-to-hear-from-you/
[1] http://ow.ly/v9Xp50x1uFr
[1] https://www.youtube.com/watch?v=HjxHim6nSWc#t=111

[1] https://www.youtube.com/watch?v=0qE3egNettY

[1] https://www.youtube.com/watch?v=Iv7bgMUhAgc

[1] https://twitter.com/sing4love4fun/status/1189972720257130496

Top URLs in Tweet in G9:
[3] http://peoplevcancer.theatlantic.com/
[1] https://twitter.com/TheSECU/status/1192894612391780352
[1] https://twitter.com/CNN/status/1193032933076017157
[1] https://twitter.com/MSFsci/status/1195331883393044481
[1] https://www.fiercepharma.com/pharma/ex-pfizer-ceo-read-sees-2018-pay-slashed-by-a-third-as-value-incentive-package-plummets
[1] https://www.forbes.com/sites/victoriaforster/2019/11/13/teva-pharma-resumes-vincristine/?fbclid=IwAR1VzrcyMm_GyJDwiHr2REPdt54iy9ntwue4j3QKK7BpxN7jL91SPZu3DgU#14a5a2921e6a
[1] https://www.linkedin.com/slink?code=e48MyKw

Top URLs in Tweet in G10:
[2] https://zoom.us/meeting/register/62fdf1c16e2672957510d14dfea9e911
[1] https://www.ucsf.edu/news/2019/10/415666/nih-funded-research-consortium-target-frontotemporal-lobar-degeneration?utm_source=ucsf_tw&utm_medium=tw&utm_campaign=2019_FTLD_consortium
[1] https://www.pennmedicine.org/news/news-releases/2019/october/penn-medicine-9-million-nih-grant-study-traumatic-brain-injuries-neurodegeneration?utm_source=Primary&utm_campaign=f355c60fe0-EMAIL_CAMPAIGN_2019_09_26_04_19_COPY_01&utm_medium=email&utm_term=0_3777f2ca8f-f355c60fe0-43395661
[1] https://www.kimt.com/content/news/The-Battle-Against-FTD-564581401.html?linkId=76640698
[1] https://twitter.com/UCSFPsychiatry/status/1194406542424125441
[1] https://www.rccn-aging.org/assets/uploads/default/RCCN-November-2019-Workshop-Agenda.pdf
[1] https://twitter.com/NEJM/status/1192215081939013633

Top Domains
Top Domains in Tweet in Entire Graph:
[440] nih.gov
[201] twitter.com
[31] sciencemag.org
[22] facebook.com
[21] change.org
[20] youtube.com
[17] globalindoorhealthnetwork.com
[10] harvard.edu
[10] spinics.net
[9] amazon.com

Top Domains in Tweet in G1:
[220] nih.gov
[28] twitter.com
[11] facebook.com
[4] youtube.com
[4] sciencemag.org
[4] radiologybusiness.com
[3] clinicaltrials.gov
[3] bit.ly
[3] cancer.gov
[3] cortechslabs.com

Top Domains in Tweet in G2:
[124] nih.gov
[45] twitter.com
[10] facebook.com
[5] edgeforscholars.org
[4] occupyme.net
[4] cancer.gov
[3] meaction.net
[2] bit.ly
[2] futurism.com
[2] online-event.co

Top Domains in Tweet in G3:
[20] twitter.com
[17] globalindoorhealthnetwork.com
[6] nih.gov
[4] threadreaderapp.com
[3] yahoo.com
[3] jameslico.com
[2] wikipedia.org
[2] smallworldinitiative.org
[1] facebook.com
[1] pnas.org

Top Domains in Tweet in G4:
[17] change.org
[16] twitter.com
[3] nih.gov
[3] illinois.edu
[2] asu.edu
[2] nordp.org
[2] sciencemag.org
[2] ncura.edu
[2] wmflabs.org
[1] youtube.com

Top Domains in Tweet in G5:
[14] sciencemag.org
[13] nih.gov
[6] twitter.com
[4] statnews.com
[2] aasciences.africa
[1] bmj.com
[1] drugabuse.gov
[1] sicklecellanemianews.com
[1] synthego.com
[1] uoregon.edu

Top Domains in Tweet in G6:
[8] harvard.edu
[6] ucd.ie
[5] twitter.com
[3] nih.gov
[3] youtube.com
[2] jove.com
[1] govdelivery.com
[1] infobarrel.com
[1] change.org
[1] rutgers.edu

Top Domains in Tweet in G7:
[17] twitter.com
[4] medpagetoday.com
[4] nih.gov
[2] substack.com
[2] ft.com
[2] nytimes.com
[2] gaonconnection.com
[1] thenextweb.com
[1] fastcompany.com
[1] google.com

Top Domains in Tweet in G8:
[6] nih.gov
[5] youtube.com
[5] twitter.com
[2] politico.com
[2] medlineplus.gov
[2] google.com
[1] ow.ly
[1] phys.org

Top Domains in Tweet in G9:
[3] twitter.com
[3] theatlantic.com
[1] fiercepharma.com
[1] forbes.com
[1] linkedin.com

Top Domains in Tweet in G10:
[2] twitter.com
[2] zoom.us
[1] ucsf.edu
[1] pennmedicine.org
[1] kimt.com
[1] rccn-aging.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1041] nih
[376] uwmadison
[141] measles
[91] alzheimers
[87] darpa
[87] targetedindividuals
[67] hiv
[50] nobelprize
[46] research
[45] datasharing



Top Hashtags in Tweet in G1:
[55] alzheimers
[38] nih
[32] sitc2019
[22] nihveterans
[22] foodallergies
[15] hiv
[9] diabetes
[9] acr19
[9] research
[8] mindfulness

Top Hashtags in Tweet in G2:
[309] nih
[134] measles
[44] nobelprize
[25] veteransday
[23] datasharing
[21] ruralhealth
[19] nihveterans
[19] alzheimers
[17] prosthetics
[17] mecfs

Top Hashtags in Tweet in G3:
[126] nih
[85] targetedindividuals
[85] darpa
[31] uwmadison
[9] idac
[6] veteransday
[6] braini
[6] toxicmold
[5] veterans
[5] ebola

Top Hashtags in Tweet in G4:
[317] uwmadison
[241] nih
[14] nihsem
[3] abrcms2019
[3] abrcms
[3] researchdevelopment
[3] eracommons
[3] niaid
[2] nihlrp
[2] proposals

Top Hashtags in Tweet in G5:
[24] nih
[22] sicklecell
[20] globalhealth
[19] hiv
[6] research
[6] apti
[5] openaccess
[5] paintaskforce
[4] regenmedforum
[4] otd

Top Hashtags in Tweet in G6:
[14] ai
[9] wolbachia
[8] oysters
[7] nih
[4] whales
[4] fakescience
[3] womenshealth
[3] acidification
[2] smartphone
[2] app

Top Hashtags in Tweet in G7:
[27] breakupbigtech
[25] breakupbigdata
[7] dementia
[7] nih
[3] opioids
[3] addiction
[3] endalz
[3] ivanmontoya
[3] heal
[2] misogyny

Top Hashtags in Tweet in G8:
[22] nih
[9] sbir
[4] laphil100
[4] lithaina
[3] soundhealth
[3] soundtargets
[3] researchers
[2] healthcare
[2] nutritionpolicy
[2] ainafin

Top Hashtags in Tweet in G9:
[9] peoplevcancer
[3] research
[2] publichealth
[2] maternalinfant
[2] pfizer
[2] childhoodcancer
[2] tevapharma
[1] us
[1] men
[1] heterosexuals

Top Hashtags in Tweet in G10:
[10] aging
[9] tbi
[5] cteworkshop
[5] soccer
[3] rccnworkshop
[2] allftd
[1] ftd
[1] ftld
[1] dementia
[1] resilience

Top Words
Top Words in Tweet in Entire Graph:
[3304] Words in Sentiment List#1: Positive
[3224] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[121147] Non-categorized Words
[127675] Total Words
[3431] nih
[1034] #nih
[697] more
[666] research
[560] health

Top Words in Tweet in G1:
[1187] nih
[154] news
[152] research
[127] study
[120] called
[118] more
[116] brain
[115] dr
[94] health
[94] teeth

Top Words in Tweet in G2:
[644] nih
[366] nihdirector
[304] #nih
[277] health
[214] study
[198] new
[168] research
[150] people
[149] shows
[145] long

Top Words in Tweet in G3:
[236] nih
[129] hhsgov
[126] #nih
[122] uspaven
[121] pavensherlock
[115] chochajohn
[108] klinechris3
[108] brain
[106] approvedrepubl1
[101] pavensecretary

Top Words in Tweet in G4:
[390] 3
[384] ð
[317] #uwmadison
[276] more
[268] receive
[246] done
[245] million
[243] cruel
[243] useless
[243] experiments

Top Words in Tweet in G5:
[115] nih
[40] gene
[39] gatesfoundation
[32] based
[32] cell
[30] hiv
[30] sickle
[29] disease
[26] bring
[26] out

Top Words in Tweet in G6:
[104] nih
[53] peterhotez
[47] new
[45] age
[40] funding
[38] way
[38] now
[36] ve
[36] md
[35] phd

Top Words in Tweet in G7:
[124] à
[48] nih
[27] #breakupbigtech
[27] senblumenthal
[26] ewarren
[25] #breakupbigdata
[25] thejusticedept
[25] ftc
[25] fec
[25] ustreasury

Top Words in Tweet in G8:
[37] nih
[21] #nih
[19] draft
[13] laphil
[13] nlm_news
[12] lithuania
[10] data
[10] policy
[10] sharing
[9] research

Top Words in Tweet in G9:
[22] nih
[12] anordenmd
[12] heron
[11] richardson
[10] kathygiusti
[9] dara
[9] #peoplevcancer
[7] stage
[7] speaking
[6] fda_drug_info

Top Words in Tweet in G10:
[72] nih
[55] funding
[44] animals
[42] million
[40] ucsf
[38] time
[36] more
[25] know
[25] receives
[25] half

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[325] receive,more
[325] more,3
[305] 3,million
[283] cruel,useless
[283] useless,experiments
[283] experiments,done
[279] million,tax
[275] tax,money
[267] money,through
[252] #uwmadison,receive

Top Word Pairs in Tweet in G1:
[137] nih,news
[62] early,pregnancy
[61] news,using
[61] using,both
[61] both,marijuana
[61] marijuana,alcohol
[61] alcohol,during
[61] during,early
[61] pregnancy,increase
[61] increase,likelihood

Top Word Pairs in Tweet in G2:
[138] study,shows
[138] long,term
[134] new,study
[134] shows,people
[134] people,survive
[134] survive,infection
[134] infection,#measles
[134] #measles,virus
[134] virus,suffer
[134] suffer,long

Top Word Pairs in Tweet in G3:
[105] pavensherlock,uspaven
[100] pavensecretary,pavensherlock
[95] without,consent
[93] calling,end
[93] programs,aimed
[93] aimed,mapping
[93] mapping,human
[93] human,brain
[93] brain,without
[93] consent,subjects

Top Word Pairs in Tweet in G4:
[267] receive,more
[267] more,3
[245] 3,million
[243] cruel,useless
[243] useless,experiments
[243] experiments,done
[218] million,tax
[218] tax,money
[210] money,through
[194] done,#uwmadison

Top Word Pairs in Tweet in G5:
[32] gene,based
[30] sickle,cell
[28] cell,disease
[25] gates,foundation
[25] based,treatments
[25] treatments,hiv
[25] hiv,sickle
[24] bring,gene
[23] nih,gates
[23] foundation,lay

Top Word Pairs in Tweet in G6:
[35] lab,nih
[34] age,32
[34] 32,md
[34] md,phd
[34] phd,new
[34] new,faculty
[34] faculty,member
[34] member,lab
[34] nih,funding
[34] funding,now

Top Word Pairs in Tweet in G7:
[106] à,à
[25] thejusticedept,ftc
[25] ftc,fec
[25] fec,ustreasury
[25] ustreasury,fda
[25] ewarren,senblumenthal
[24] #breakupbigtech,#breakupbigdata
[24] senblumenthal,hawleymo
[24] hawleymo,ronwyden
[23] #breakupbigdata,thejusticedept

Top Word Pairs in Tweet in G8:
[10] draft,policy
[9] #nih,released
[9] released,draft
[9] policy,data
[9] data,management
[9] management,sharing
[9] sharing,supplemental
[9] supplemental,draft
[9] draft,guidance
[9] guidance,stakeholders

Top Word Pairs in Tweet in G9:
[11] richardson,heron
[9] dara,richardson
[6] heron,nih
[6] data,save
[4] cogorg,worldsiop
[4] worldsiop,ncidrdouglowy
[4] ncidrdouglowy,thenci
[4] thenci,nih
[4] nih,nihdirector
[4] nihdirector,realdonaldtrump

Top Word Pairs in Tweet in G10:
[25] know,ucsf
[25] ucsf,receives
[25] receives,half
[25] half,billion
[25] billion,dollars
[25] dollars,year
[25] year,funding
[25] funding,nih
[25] nih,torment
[25] torment,more

Top Replied-To
Top Replied-To in Entire Graph:
@nih
@charlie_sci
@ramendik
@senwarren
@willow12312
@nih_nccih
@realdonaldtrump
@peterhotez
@iamalsorg
@dr_paulevj

Top Replied-To in G1:
@nih
@senwarren
@nih_nccih
@dhimmel
@sudha__kumari
@timisstuck
@drjeannem
@childrenshealth
@itsjennyriley
@robinsall

Top Replied-To in G2:
@nih
@dr_paulevj
@nihdirector
@katiewr31413491
@gwiezdzinska
@ellesturm
@nccih_director
@allofusresearch
@aprilancheta_
@lygraves

Top Replied-To in G3:
@paven_sherlock
@chochajohn
@nysmom4kiddos
@pavensherlock
@marybethpf
@sherlockpaven
@chronlaw
@klinechris3
@nih
@approvedrepubl1

Top Replied-To in G4:
@azfaust
@joshfessel
@anondumbooctopi
@doescience
@theshubhanshu
@iamsamfin
@jesswade
@igrrrl
@hollykarnold
@mattgaetz

Top Replied-To in G5:
@jonathanrockoff
@cepivaccines
@nih
@ncidirector
@drphanley
@pablogaitan
@nciccr_hivdrp
@aasciences
@uspto
@nihdirector

Top Replied-To in G6:
@peterhotez
@iamalsorg
@680news
@jacepeabody
@jakekushnermd
@karxpava
@nicholaszaorsky
@va_shiva

Top Replied-To in G7:
@senmarkey
@google
@drjawaharsingh2

Top Replied-To in G8:
@laphil
@laopera
@hbottemiller
@drpeterlurie
@neurologyneuros

Top Replied-To in G9:
@tevausa
@nih
@atlanticlive
@purduepharmacy
@aacr

Top Replied-To in G10:
@mayoclinic

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@nihdirector
@hhsgov
@uspaven
@animalsbelize
@pavensherlock
@animalsholbox
@chochajohn
@approvedrepubl1
@klinechris3

Top Mentioned in G1:
@nih
@niaidnews
@senwarren
@peta
@us_fda
@childrenshealth
@zihai
@dhimmel
@foodallergy
@sitcancer

Top Mentioned in G2:
@nih
@nihdirector
@nih_nccih
@ninr
@deptofdefense
@ncats_nih_gov
@nih_orwh
@nyuniversity
@nichd_nih
@nimhd

Top Mentioned in G3:
@nih
@uspaven
@pavensherlock
@hhsgov
@chochajohn
@approvedrepubl1
@klinechris3
@pavensecretary
@nicholastaingu1
@sherlockpaven

Top Mentioned in G4:
@nih
@animalsbelize
@animalsholbox
@uwmadison
@soldier_777
@ni
@nordp_official
@abrcms
@nsf
@tamu

Top Mentioned in G5:
@nih
@gatesfoundation
@fogarty_nih
@ash_hematology
@thenasciences
@aasciences
@isctglobal
@us_fda
@asgctherapy
@armi_usa

Top Mentioned in G6:
@nih
@peterhotez
@harvardmed
@nist
@dukembb
@crebbereh
@harvardchansph
@usuhealthsci
@harvard
@ucddcrc

Top Mentioned in G7:
@nih
@senblumenthal
@thejusticedept
@ftc
@fec
@ustreasury
@fda
@ewarren
@ronwyden
@hawleymo

Top Mentioned in G8:
@nih
@nlm_news
@lithuania
@nihdirector
@lartainstitute
@carolboyer105
@ceboudreau
@wtop
@reneefleming
@uscmesh

Top Mentioned in G9:
@nih
@anordenmd
@kathygiusti
@fda_drug_info
@themmrf
@nihdirector
@pfizer
@atlanticlive
@mountsinainyc
@cogorg

Top Mentioned in G10:
@nih
@ucsf
@housefloor
@mayoclinic
@pennnsg
@pennmedevdcso
@t
@ucsfpopbrain
@nejm
@alzheimers_nih

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@soldier_777
@belizean_bz
@animalsholbox
@animalsbelize
@trackingpaws
@solutioneer72
@rjber15
@mrgr2011
@kattavernd

Top Tweeters in G1:
@soniaerasmus
@santchiweb
@marthalynneowe1
@blackphysicists
@cberrl
@johnczer1
@franceafrik
@peta
@alwaysthinkhow
@whirledcitizen_

Top Tweeters in G2:
@jhamby
@sar_oso
@svagdis
@saludhealthinfo
@aspiesmom
@themuslimhippie
@nigelcameron
@alisyngayle
@tomvarghesejr
@joanndwyer5

Top Tweeters in G3:
@lovecovfefe2020
@organic2016
@reuters
@miltonespinozaf
@magannohate
@bostonglobe
@nytimes
@beenewsdaily
@alley167
@washingtonpost

Top Tweeters in G4:
@soldier_777
@belizean_bz
@animalsholbox
@animalsbelize
@trackingpaws
@mrgr2011
@kattavernd
@minotauresse
@paintingpaws29
@pepenature

Top Tweeters in G5:
@rmathematicus
@femtech_
@richardhurst19
@sesiegler
@cmiller1225
@elianok10
@piggybankpeople
@lugamboblog
@1stdarwin
@lydiamfanfan

Top Tweeters in G6:
@njdoc
@parvez1
@drferdowsi
@680news
@everydayhealth
@sminaev2015
@danaelizabeth69
@alaskaavis
@womenshealthmag
@cd_fuller

Top Tweeters in G7:
@bbcnews
@ani
@gambiste1
@usatoday
@all100senators
@jmhardinboston
@mib_india
@google
@kaiwang77716866
@lowkell

Top Tweeters in G8:
@wtop
@nydailynews
@physorg_com
@newsday
@roseleomusk
@modrnhealthcr
@mnt
@ucla_alumni
@cspi
@febblackhistory

Top Tweeters in G9:
@forbes
@theatlantic
@nbcnightlynews
@vickyyyf
@wemidwives
@aapsonline
@gloriapoole
@absottc
@atlanticlive
@mountsinainyc

Top Tweeters in G10:
@concernedmom9
@kimberlyarchie
@susancole1945
@housefloor
@panamenitavimia
@mayoclinic
@bodhilly
@kimtnews3
@nejm
@ucsf


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