#NIH OR @NIH, Twitter, 11/18/2019 2:08:52 PM, 216633


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#NIH OR @NIH_2019-11-17_18-21-33.xlsx
#NIH OR @NIH_2019-11-17_18-21-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 18, 2019
Short Description:
#NIH OR @NIH via NodeXL http://bit.ly/2NVVxPa
@nih
@nihdirector
@dmills3710
@animalsbelize
@headlinejuice
@senwarren
@patrice_shoffie
@nysmom4kiddos
@fightthecensors
@jeremyfarrar

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

Description:
Description
The graph represents a network of 4,986 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, 18 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, 9-hour, 41-minute period from Friday, 08 November 2019 at 15:14 UTC to Sunday, 17 November 2019 at 00:56 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 : 4986
Unique Edges : 8316
Edges With Duplicates : 7552
Total Edges : 15868
Number of Edge Types : 3
Tweet : 360
Mentions : 14755
Replies to : 753
Self-Loops : 360
Reciprocated Vertex Pair Ratio : 0.0321038961038961
Reciprocated Edge Ratio : 0.0622105898932958
Connected Components : 86
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 4798
Maximum Edges in a Connected Component : 15629
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.201603
Graph Density : 0.000399674756318695
Modularity : 0.458746
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,986 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, 18 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, 9-hour, 41-minute period from Friday, 08 November 2019 at 15:14 UTC to Sunday, 17 November 2019 at 00:56 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
[18] https://www.change.org/p/nih-uses-millions-of-tax-payer-dollars-to-torture-dogs-at-texas-a-m-tamu
[17] 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/
[13] https://www.sciencemag.org/news/2019/10/nih-and-gates-foundation-lay-out-ambitious-plan-bring-gene-based-treatments-hiv-and
[11] https://www.globalindoorhealthnetwork.com/GIHN-papers
[10] https://www.amazon.com/dp/B07ZWBP17S
[10] 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
[9] https://osp.od.nih.gov/2019/11/06/draft-data-management-and-sharing-policy-we-need-to-hear-from-you/

Top URLs in Tweet in G1:
[47] https://www.nia.nih.gov/health/taking-care-your-teeth-and-mouth#tooth-decay
[25] 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
[11] https://www.nih.gov/news-events/news-releases/bacteriophage-therapy-may-ease-severity-alcoholic-hepatitis?utm_source=dlvr.it&utm_medium=twitter
[7] 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.nih.gov/news-events/news-releases/side-effects-mild-brief-single-antidepressant-dose-intravenous-ketamine?utm_source=dlvr.it&utm_medium=twitter
[6] 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
[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
[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

Top URLs in Tweet in G2:
[9] https://www.facebook.com/nih.gov/
[7] 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
[6] https://www.nih.gov/news-events/news-releases/bacteriophage-therapy-may-ease-severity-alcoholic-hepatitis?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.nih.gov/news-events/news-releases/nih-adds-five-lasker-clinical-research-scholars?utm_source=dlvr.it&utm_medium=twitter
[4] https://ncats.nih.gov/events
[4] https://osp.od.nih.gov/2019/11/06/draft-data-management-and-sharing-policy-we-need-to-hear-from-you/
[4] http://www.lrp.nih.gov/index.aspx
[4] 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
[3] http://lrp.nih.gov
[3] https://act.meaction.net/page/14050/action/1

Top URLs in Tweet in G3:
[11] https://www.globalindoorhealthnetwork.com/GIHN-papers
[4] https://threadreaderapp.com/thread/1192876332453113857.html
[3] https://jameslico.com/training-manual-for-gangstalking/
[3] https://www.sciencemag.org/news/2019/11/why-nih-beefing-its-data-sharing-rules-after-16-years?utm_content=bufferfb0f6&utm_medium=social&utm_source=twitter.com&utm_campaign=bufferiab
[2] https://www.biotech-now.org/health/2019/11/in-speaker-pelosis-extreme-drug-pricing-bill-funding-for-nih-is-mia?utm_content=buffer08577&utm_medium=social&utm_source=twitter.com&utm_campaign=bufferiab
[2] https://www.spglobal.com/marketintelligence/en/news-insights/trending/oy5IsT5tRTLK4N3YxiLqIA2
[2] https://twitter.com/PrEP4AllNow/status/1192287586917728256
[2] https://twitter.com/akapczynski/status/1192280580412624903
[2] https://twitter.com/SPGMIHealthcare/status/1192561962565152769
[1] https://www.painnewsnetwork.org/stories/2019/11/15/chronic-pain-often-leads-to-frailty-in-older-mexican-americans

Top URLs in Tweet in G4:
[18] 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://www.nih.gov/news-events/news-releases/unique-case-disease-resistance-reveals-possible-alzheimers-treatment#.XcGcZ4JBsTI.twitter
[2] https://www.youtube.com/watch?v=VAUByB4iw5c

[1] https://store.usps.com/store/product/buy-stamps/alzheimers-S_564204
[1] https://twitter.com/AnimalsBelize/status/834387312805085185
[1] https://thedaily.case.edu/major-nih-grant-will-support-early-diagnosis-of-parkinsons-disease-via-skin-testing/
[1] https://alz.org/news/2019/alzheimer-s-association-receives-$1-34-million-nih
[1] https://p2a.co:443/yYX7A9T
[1] https://www.hsgac.senate.gov/subcommittees/investigations/hearings/securing-the-us-research-enterprise-from-chinas-talent-recruitment-plans

Top URLs in Tweet in G5:
[3] https://www.washingtonpost.com/technology/2019/11/15/google-almost-made-chest-x-rays-public-until-it-realized-personal-data-could-be-exposed/
[2] https://www.nih.gov/news-events/news-releases/using-both-marijuana-alcohol-during-early-pregnancy-may-increase-likelihood-disrupting-fetal-development
[1] https://www.kimt.com/content/news/The-Battle-Against-FTD-564581401.html?linkId=76640698
[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.aiin.healthcare/topics/healthcare-innovation/ai-nih-research-evaluate-stem-cell-derived-tissues
[1] https://cloud.google.com/healthcare/pricing
[1] https://www.theatlantic.com/technology/archive/2019/11/google-project-nightingale-all-your-health-data/601999/
[1] https://www.ama-assn.org/practice-management/hipaa/hipaa-violations-enforcement
[1] https://twitter.com/chrissyfarr/status/1195391690976059393
[1] http://www.pnas.org/content/early/2018/02/27/1714379115

Top URLs in Tweet in G6:
[2] http://medpagetoday.com/psychiatry/addictions/83323?trw=no
[2] https://twitter.com/ksadtler/status/1192815168406851585
[1] https://www.hvcresearch.com/implementation-science.html
[1] https://www.nhlbi.nih.gov/news/2019/nih-researchers-create-new-viral-vector-improved-gene-therapy-sickle-cell-disease
[1] https://go.usa.gov/xPVnZ
[1] https://www.fic.nih.gov/Programs/Pages/japan-fellowships.aspx
[1] https://www.fic.nih.gov/Funding/News/Pages/global-health-funding-news-2019-1028.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-2019-1111.aspx
[1] https://www.fic.nih.gov/Programs/Info/Pages/jsps-extramural.aspx

Top URLs in Tweet in G7:
[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.seas.harvard.edu/news/2019/11/if-it-aint-broke-dont-fix-it
[1] https://www.nih.gov/news-events/news-releases/using-both-marijuana-alcohol-during-early-pregnancy-may-increase-likelihood-disrupting-fetal-development
[1] https://factor.niehs.nih.gov/2019/11/science-highlights/multiple-exposures/index.htm
[1] https://factor.niehs.nih.gov/2019/11/science-highlights/endocrine-disruptors/index.htm
[1] https://factor.niehs.nih.gov/2019/11/feature/3-feature-disability/index.htm
[1] https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2753118?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=101419#.XaTDletdG_U.twitter
[1] https://twitter.com/TheSECU/status/1192894612391780352

Top URLs in Tweet in G8:
[1] https://www.endocrine.org/our-community/shaping-healthcare-and-research-policy/advocacy-in-action
[1] https://twitter.com/gfnicotine/status/1195013185260150784
[1] https://twitter.com/doller28778905/status/1192838007629463554
[1] http://tinyurl.com/SIGN-PCOS
[1] https://www.change.org/p/nih-recognize-pcos-polycystic-ovary-syndrome-as-a-significant-health-concern-demanding-national-attention-and-government-support/c/767992050?recruiter=78907883&utm_source=comment_share&utm_medium=twitter&utm_campaign=share_twitter_responsive&recruited_by_id=5da63690-8f70-11e3-8a1e-9d6d03683808
[1] https://twitter.com/growinthroughit/status/1192922633534230529
[1] https://twitter.com/chrissyfarr/status/1192889565058490368

Top URLs in Tweet in G9:
[1] http://www.onlinejacc.org/content/74/20/2466?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[1] https://twitter.com/RonBlankstein/status/1195048422237077504
[1] http://www.onlinejacc.org/content/74/20/2529
[1] https://www.iso.org/standard/71293.html
[1] https://www.aspph.org/emory-researchers-awarded-nih-grant-to-improve-measures-of-violence-against-women-to-support-prevention/

Top URLs in Tweet in G10:
[13] https://www.sciencemag.org/news/2019/10/nih-and-gates-foundation-lay-out-ambitious-plan-bring-gene-based-treatments-hiv-and
[2] https://www.statnews.com/2019/10/23/nih-gates-foundation-genetic-cures-hiv-sickle-cell/
[2] https://edgeforscholars.org/not-that-kind-
[2] https://www.lrp.nih.gov/oas-welcome?OASMaster
[1] https://twitter.com/NIHRecord/status/1195397136642273280
[1] https://nihrecord.nih.gov/2019/11/15/nih-gates-foundation-launch-global-initiative
[1] https://www.nhlbi.nih.gov/news/2019/nih-launches-new-collaboration-develop-gene-based-cures-sickle-cell-disease-and-hiv
[1] https://sicklecellanemianews.com/2019/10/31/nih-and-gates-foundation-each-invests-100m-to-boost-development-of-affordable-gene-therapies-for-sickle-cell-disease-hiv/
[1] https://www.synthego.com/publications?research_area=blt1a75a4c020d85be4&utm_campaign=Cited%20Pubs&utm_content=105647751&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[1] https://www.statnews.com/2019/10/23/nih-gates-foundation-genetic-cures-hiv-sickle-cell/?utm_sq=g8hsilwrju

Top Domains
Top Domains in Tweet in Entire Graph:
[399] nih.gov
[198] twitter.com
[32] sciencemag.org
[23] facebook.com
[22] change.org
[22] youtube.com
[12] globalindoorhealthnetwork.com
[11] amazon.com
[11] harvard.edu
[10] nytimes.com

Top Domains in Tweet in G1:
[195] nih.gov
[32] twitter.com
[11] facebook.com
[6] youtube.com
[4] rochester.edu
[4] cancer.gov
[4] sciencemag.org
[4] radiologybusiness.com
[3] clinicaltrials.gov
[3] bit.ly

Top Domains in Tweet in G2:
[115] nih.gov
[42] twitter.com
[10] facebook.com
[4] cancer.gov
[3] meaction.net
[2] sciencedirect.com
[2] jove.com
[2] futurism.com
[2] online-event.co
[1] fox2detroit.com

Top Domains in Tweet in G3:
[23] twitter.com
[12] globalindoorhealthnetwork.com
[4] threadreaderapp.com
[4] nih.gov
[3] jameslico.com
[3] nytimes.com
[3] sciencemag.org
[3] biotech-now.org
[3] spglobal.com
[2] facebook.com

Top Domains in Tweet in G4:
[19] change.org
[14] twitter.com
[3] nih.gov
[3] youtube.com
[2] wmflabs.org
[1] usps.com
[1] case.edu
[1] alz.org
[1] p2a.co
[1] senate.gov

Top Domains in Tweet in G5:
[4] twitter.com
[3] washingtonpost.com
[3] nih.gov
[2] google.com
[2] youtube.com
[1] kimt.com
[1] ucsf.edu
[1] aiin.healthcare
[1] theatlantic.com
[1] ama-assn.org

Top Domains in Tweet in G6:
[11] nih.gov
[4] medpagetoday.com
[3] twitter.com
[1] hvcresearch.com
[1] usa.gov
[1] bmj.com
[1] drugabuse.gov
[1] aasciences.africa
[1] youtube.com
[1] sciencedirect.com

Top Domains in Tweet in G7:
[8] harvard.edu
[6] ucd.ie
[5] nih.gov
[4] twitter.com
[1] jamanetwork.com
[1] opencures.org
[1] mdpi.com
[1] duke.edu
[1] nature.com
[1] cmu.edu

Top Domains in Tweet in G8:
[4] twitter.com
[1] endocrine.org
[1] tinyurl.com
[1] change.org

Top Domains in Tweet in G9:
[2] onlinejacc.org
[1] twitter.com
[1] iso.org
[1] aspph.org

Top Domains in Tweet in G10:
[13] sciencemag.org
[6] nih.gov
[6] edgeforscholars.org
[3] statnews.com
[3] twitter.com
[1] sicklecellanemianews.com
[1] synthego.com
[1] nature.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1017] nih
[360] uwmadison
[142] measles
[104] alzheimers
[87] darpa
[85] targetedindividuals
[61] hiv
[50] nobelprize
[43] datasharing
[42] research



Top Hashtags in Tweet in G1:
[66] alzheimers
[32] sitc2019
[26] nih
[22] foodallergies
[19] nihveterans
[12] hiv
[11] quitlying
[9] diabetes
[9] health
[8] cardiovasculardisease

Top Hashtags in Tweet in G2:
[294] nih
[136] measles
[44] nobelprize
[36] ruralhealth
[33] datasharing
[26] veteransday
[24] alzheimers
[20] copdawarenessmonth
[19] copdjourney
[18] prosthetics

Top Hashtags in Tweet in G3:
[110] nih
[85] targetedindividuals
[85] darpa
[16] hiv
[9] hivaids
[9] idac
[6] braini
[6] hhs
[5] involuntaryservitude
[5] research

Top Hashtags in Tweet in G4:
[300] uwmadison
[217] nih
[9] wolbachia
[8] oysters
[6] dementia
[6] alzheimersstamp
[5] meyerhoff
[5] abrcms
[4] sharonmilgram
[4] whales

Top Hashtags in Tweet in G5:
[8] healthcare
[8] aging
[7] nih
[7] ai
[6] data
[4] cptac
[3] google
[3] trif
[2] allftd
[2] ethical

Top Hashtags in Tweet in G6:
[31] nih
[16] globalhealth
[10] nhlbi
[7] dementia
[6] apti
[5] twitter
[5] firsttweet
[5] openaccess
[4] research
[3] pneumonia

Top Hashtags in Tweet in G7:
[6] nih
[3] womenshealth
[3] research
[3] juveniledermatomyositis
[2] physicianburnout
[2] physician
[2] scientists
[2] smartphone
[2] app
[2] publichealth

Top Hashtags in Tweet in G8:
[6] prioritizepcos
[6] patients
[4] specialdiabetesprogram
[4] nih
[2] pcos
[2] healthit
[1] wevapewevote
[1] quitlying
[1] notabot
[1] edcs

Top Hashtags in Tweet in G9:
[25] jacc
[24] cardiovascular
[7] jaccimg
[7] yescct
[4] acclegconf
[4] accchapters
[4] georgia
[4] nih
[2] geriatrics
[1] cmr

Top Hashtags in Tweet in G10:
[22] sicklecell
[21] hiv
[17] nih
[5] paintaskforce
[4] regenmedforum
[4] ecr
[4] postdoc
[4] otd
[3] fridayfeeling
[3] ff

Top Words
Top Words in Tweet in Entire Graph:
[3447] Words in Sentiment List#1: Positive
[3352] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[119985] Non-categorized Words
[126784] Total Words
[3399] nih
[1012] #nih
[662] research
[647] more
[561] health

Top Words in Tweet in G1:
[1197] nih
[148] news
[136] research
[132] new
[129] brain
[125] study
[118] called
[110] more
[109] dr
[100] health

Top Words in Tweet in G2:
[636] nih
[343] nihdirector
[291] #nih
[259] health
[213] study
[202] new
[193] research
[151] people
[150] shows
[147] long

Top Words in Tweet in G3:
[213] nih
[133] uspaven
[132] pavensherlock
[126] chochajohn
[116] klinechris3
[114] approvedrepubl1
[111] sherlockpaven
[111] pavensecretary
[110] #nih
[108] nicholastaingu1

Top Words in Tweet in G4:
[380] 3
[300] #uwmadison
[262] more
[247] receive
[230] million
[224] done
[222] cruel
[222] useless
[222] experiments
[217] #nih

Top Words in Tweet in G5:
[87] nih
[43] funding
[38] research
[37] time
[37] animals
[31] million
[30] ucsf
[24] more
[23] health
[21] fail

Top Words in Tweet in G6:
[60] nih
[31] #nih
[30] research
[21] fogarty_nih
[18] new
[16] #globalhealth
[15] nih_nhlbi
[15] nidanews
[14] health
[13] national

Top Words in Tweet in G7:
[55] nih
[29] research
[23] study
[19] health
[18] s
[17] niehs
[16] harvardmed
[15] new
[14] iamalsorg
[13] apple

Top Words in Tweet in G8:
[35] nih
[32] surgeon_general
[23] ameracadpeds
[22] theendosociety
[22] pedsendosociety
[22] apapsychiatric
[21] will_malone
[20] good
[19] questions
[19] need

Top Words in Tweet in G9:
[26] health
[25] #jacc
[24] nhlbi_translate
[24] global
[24] burden
[24] #cardiovascular
[24] diseases
[24] editorial
[24] describes
[24] new

Top Words in Tweet in G10:
[80] nih
[36] gatesfoundation
[34] gene
[29] based
[26] disease
[26] sickle
[26] cell
[25] bring
[25] out
[24] hiv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[305] receive,more
[305] more,3
[283] 3,million
[262] cruel,useless
[262] useless,experiments
[262] experiments,done
[256] million,tax
[253] tax,money
[245] money,through
[231] #uwmadison,receive

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

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

Top Word Pairs in Tweet in G3:
[116] pavensherlock,uspaven
[110] 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:
[247] receive,more
[247] more,3
[226] 3,million
[222] cruel,useless
[222] useless,experiments
[222] experiments,done
[196] million,tax
[196] tax,money
[188] money,through
[173] done,#uwmadison

Top Word Pairs in Tweet in G5:
[19] know,ucsf
[19] ucsf,receives
[19] receives,half
[19] half,billion
[19] billion,dollars
[19] dollars,year
[19] year,funding
[19] funding,nih
[19] nih,torment
[19] torment,more

Top Word Pairs in Tweet in G6:
[13] nih,nih_nhlbi
[9] african,postdoctoral
[9] postdoctoral,training
[9] training,initiative
[8] based,research
[8] research,led
[7] #nih,#nhlbi
[7] national,institute
[7] institute,drug
[7] drug,abuse

Top Word Pairs in Tweet in G7:
[13] nih,dukembb
[13] dukembb,harvardmed
[12] iamalsorg,nih
[11] women,s
[8] learn,more
[8] more,apple
[8] apple,women
[8] s,health
[8] health,study
[8] study,including

Top Word Pairs in Tweet in G8:
[23] nih,surgeon_general
[22] theendosociety,pedsendosociety
[22] pedsendosociety,ameracadpeds
[22] ameracadpeds,apapsychiatric
[22] apapsychiatric,nih
[19] good,questions
[19] questions,need
[19] need,answers
[19] answers,theendosociety
[18] will_malone,good

Top Word Pairs in Tweet in G9:
[24] global,burden
[24] burden,#cardiovascular
[24] #cardiovascular,diseases
[24] diseases,#jacc
[24] #jacc,editorial
[24] editorial,describes
[24] describes,new
[24] new,resource
[24] resource,coming
[24] coming,2020

Top Word Pairs in Tweet in G10:
[29] gene,based
[26] sickle,cell
[25] nih,gatesfoundation
[24] cell,disease
[23] gates,foundation
[22] bring,gene
[21] nih,gates
[21] foundation,lay
[21] lay,out
[21] out,ambitious

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

Top Replied-To in G1:
@nih
@nih_nccih
@peterhotez
@senwarren
@dhimmel
@mlweldon5
@sudha__kumari
@timisstuck
@childrenshealth
@rarecandace

Top Replied-To in G2:
@nih
@dr_paulevj
@nihdirector
@jonathanrockoff
@gwiezdzinska
@katiewr31413491
@ncidirector
@sciencebeta
@nimhgov
@johnrobison

Top Replied-To in G3:
@sherlockpaven
@chochajohn
@pavensherlock
@paven_sherlock
@headlinejuice
@klinechris3
@chronlaw
@senalexander
@approvedrepubl1
@ansonkhine

Top Replied-To in G4:
@doescience
@jesswade
@robinsall
@peiferlabunc
@nih_oite
@ciestonybrook
@jorgeevidal1
@dralfredotorre1
@abrcms
@peterhotez

Top Replied-To in G5:
@hhsgov
@mattgaetz
@jlewis237
@_healthpartners
@google
@repmarkmeadows
@ucla
@erictopol
@mayoclinic

Top Replied-To in G6:
@cohenlaboratory
@jasonsynaptic
@pablogaitan
@nciccr_hivdrp
@aasciences
@drjawaharsingh2
@google
@takashiakera
@naturecomms
@cedricmbrightmd

Top Replied-To in G7:
@iamalsorg
@nih
@nccih_director
@neuroimm
@herbalgram
@nicholaszaorsky
@sukant_khurana

Top Replied-To in G8:
@nysmom4kiddos
@will_malone
@david_sheff
@jeromeadamsmd
@kevindharker
@unhhealth
@tomangell

Top Replied-To in G9:
@lymenews
@chasingthecure
@drmarthagulati
@cdcemergency
@cdcgov
@mghmedicine

Top Replied-To in G10:
@cepivaccines
@aarondlevine
@thenasciences
@drphanley
@nih

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@nihdirector
@uspaven
@pavensherlock
@animalsbelize
@chochajohn
@hhsgov
@whitera61688373
@approvedrepubl1
@animalsholbox

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

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

Top Mentioned in G3:
@nih
@uspaven
@pavensherlock
@chochajohn
@approvedrepubl1
@pavensecretary
@klinechris3
@nicholastaingu1
@sherlockpaven
@dmills3710

Top Mentioned in G4:
@animalsbelize
@animalsholbox
@nih
@uwmadison
@ni
@soldier_777
@abrcms
@nsf
@tamu
@khayyal_777

Top Mentioned in G5:
@nih
@ucsf
@housefloor
@potus
@google
@erictopol
@stanford
@nau
@mayoclinic
@slate

Top Mentioned in G6:
@nih
@fogarty_nih
@nih_nhlbi
@nidanews
@thebethesdalabs
@manlyepic
@columbiaps
@medpagetoday
@globalhealthbmj
@aasciences

Top Mentioned in G7:
@nih
@niehs
@harvardmed
@dukembb
@harvardchansph
@nih_nccih
@ucddcrc
@apple
@harvard
@dukeu

Top Mentioned in G8:
@nih
@surgeon_general
@theendosociety
@ameracadpeds
@pedsendosociety
@apapsychiatric
@will_malone
@truthinitiative
@tobaccofreekids
@pcosgurl

Top Mentioned in G9:
@nhlbi_translate
@nih
@achoiheart
@jaccjournals
@cardiology
@cdcgov
@emoryhealthcare
@emoryrollins
@northsidehosp
@growemory

Top Mentioned in G10:
@nih
@gatesfoundation
@ash_hematology
@thenasciences
@edgeforscholars
@isctglobal
@us_fda
@asgctherapy
@armi_usa
@wellcometrust

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@soldier_777
@belizean_bz
@animalsholbox
@chris_1791
@animalsbelize
@trackingpaws
@solutioneer72
@startupsbot
@rjber15

Top Tweeters in G1:
@startupsbot
@evankirstel
@soniaerasmus
@santchiweb
@blackphysicists
@johnczer1
@franceafrik
@peta
@alwaysthinkhow
@whirledcitizen_

Top Tweeters in G2:
@jhamby
@sar_oso
@dscald4u
@saludhealthinfo
@themuslimhippie
@hubbucket
@parvez1
@nigelcameron
@drferdowsi
@alisyngayle

Top Tweeters in G3:
@business
@reuters
@miltonespinozaf
@magannohate
@bostonglobe
@beenewsdaily
@nytimes
@alley167
@washingtonpost
@cnbc

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

Top Tweeters in G5:
@guardian
@slate
@teetweetshere
@houstonchron
@dme_health
@kpmemberservice
@google
@dme_jun
@gatewaypundit
@janis454

Top Tweeters in G6:
@bbcnews
@ani
@usatoday
@angenita_tweets
@ayomidejoe
@randcorporation
@medpagetoday
@globalphobserv
@shattar0429
@equityhealthdev

Top Tweeters in G7:
@njdoc
@everydayhealth
@alaskaavis
@womenshealthmag
@cd_fuller
@sciam
@scieducation1
@wemidwives
@ucdmedicine
@aapsonline

Top Tweeters in G8:
@olitasdmar
@chronicmuse
@nwtog
@mental_floss
@di_lauder
@juddapatow
@giuliano1922
@pcosgurl
@corybooker
@shanthyer

Top Tweeters in G9:
@mdaware
@newshour
@chile7171
@drskharlamov
@drmarthagulati
@nprpolitics
@rafavidalperez
@juancc33
@vietheartpa
@debbemccall

Top Tweeters in G10:
@rmathematicus
@femtech_
@cmiller1225
@elianok10
@piggybankpeople
@lugamboblog
@eatyourselfcool
@olataytay
@healthycarnivor
@portfoliopenny


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