#NIH OR @NIH, Twitter, 9/22/2019 1:37:54 AM, 210508


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#NIH OR @NIH_2019-09-21_17-59-12.xlsx
#NIH OR @NIH_2019-09-21_17-59-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 22, 2019
Short Description:
#NIH OR @NIH via NodeXL http://bit.ly/30rFHD7
@nih
@nihdirector
@animalsbelize
@rallyfornih
@motorious_tv
@dcfairbank
@alzassociation
@irpatnih
@musistics
@1toaster001

Top hashtags:
#nih
#rallymedres
#ucindc
#soundhealth
#uwmadison
#music
#crispr
#gene
#fundnih

Description:
Description
The graph represents a network of 4,404 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, 22 September 2019 at 01:00 UTC.

The requested start date was Sunday, 22 September 2019 at 00:01 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 4-day, 2-hour, 44-minute period from Monday, 16 September 2019 at 13:36 UTC to Friday, 20 September 2019 at 16:20 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 : 4404
Unique Edges : 8530
Edges With Duplicates : 6984
Total Edges : 15514
Number of Edge Types : 3
Mentions : 14391
Replies to : 834
Tweet : 289
Self-Loops : 289
Reciprocated Vertex Pair Ratio : 0.0291586514123722
Reciprocated Edge Ratio : 0.0566650270536153
Connected Components : 86
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 4231
Maximum Edges in a Connected Component : 15288
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.108149
Graph Density : 0.000524217345823372
Modularity : 0.475
NodeXL Version : 1.0.1.419

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/nih-awards-20-million-over-five-years-bring-together-music-therapy-neuroscience?utm_source=dlvr.it&utm_medium=twitter
[34] https://www.nytimes.com/glogin?URI=https%3A%2F%2Fwww.nytimes.com%2F2015%2F04%2F22%2Fopinion%2Fdouble-the-nih-budget.html%3F_r%3D0
[28] https://www.nih.gov/news-events/news-releases/teen-e-cigarette-use-doubles-since-2017?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.nih.gov/news-events/nih-research-matters/gene-identified-people-who-need-little-sleep?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.nih.gov/news-events/news-releases/als-gene-may-be-hitchhikers-guide-neuron?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.nih.gov/news-events/news-releases/nih-investigate-minor-cannabinoids-terpenes-potential-pain-relieving-properties?utm_source=dlvr.it&utm_medium=twitter
[13] https://deeprootsathome.com/dr-plotkin-admits-fetal-cells-under-oath-and-human-dna-in-vs/
[13] https://www.nature.com/articles/doi:10.1038/s41557-019-0329-3.epdf?author_access_token=sngBKeWg4mNEWIKJ8b7WEtRgN0jAjWel9jnR3ZoTv0PuT_Eal7eOg9d2El0oFgaD9KPpcquC7Uv-mfSfAyCUCPofiU5_l_7Lt0f8R1AqE4gQQ_JrxQ5ZxBCTp8Shc29gOYv5wUDjGAYgDywia-Cihw%3D%3D
[10] https://www.nih.gov/news-events/news-releases/brain-may-actively-forget-during-dream-sleep?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.universityofcalifornia.edu/support-uc/ucan/nih?p2asource=nihresearchtw

Top URLs in Tweet in G1:
[41] https://www.nih.gov/news-events/news-releases/nih-awards-20-million-over-five-years-bring-together-music-therapy-neuroscience?utm_source=dlvr.it&utm_medium=twitter
[33] https://www.nytimes.com/glogin?URI=https%3A%2F%2Fwww.nytimes.com%2F2015%2F04%2F22%2Fopinion%2Fdouble-the-nih-budget.html%3F_r%3D0
[18] https://www.nih.gov/news-events/news-releases/teen-e-cigarette-use-doubles-since-2017?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.nih.gov/news-events/nih-research-matters/gene-identified-people-who-need-little-sleep?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.nih.gov/news-events/news-releases/als-gene-may-be-hitchhikers-guide-neuron?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.nih.gov/news-events/news-releases/nih-investigate-minor-cannabinoids-terpenes-potential-pain-relieving-properties?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.nih.gov/news-events/news-releases/brain-may-actively-forget-during-dream-sleep?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.nih.gov/news-events/news-releases/nih-funded-study-suggests-teen-girl-night-owls-may-be-more-likely-gain-weight?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.nih.gov/news-events/news-releases/surgery-may-benefit-women-two-types-urinary-incontinence?utm_source=dlvr.it&utm_medium=twitter
[5] https://wjla.com/news/nation-world/mobile-man-first-alabamian-to-become-sickle-cell-free

Top URLs in Tweet in G2:
[11] https://www.nih.gov/news-events/news-releases/nih-awards-20-million-over-five-years-bring-together-music-therapy-neuroscience?utm_source=dlvr.it&utm_medium=twitter
[5] https://web.cvent.com/event/21d7c8f1-9e43-4df6-8a7e-10f69a5f99cf/
[5] https://www.nih.gov/news-events/news-releases/teen-e-cigarette-use-doubles-since-2017?utm_source=dlvr.it&utm_medium=twitter
[4] http://rallyformedicalresearch.org/Pages/default.aspx
[3] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/selection-dr-susan-gregurick-associate-director-data-science-nih
[3] https://www.fic.nih.gov/About/Pages/Employment.aspx
[3] https://store.usps.com/store/product/buy-stamps/alzheimers-S_564204
[3] https://twitter.com/stenhelmfrid/status/1174619380216487936
[3] https://twitter.com/rallyfornih/status/1174444770258837505
[3] https://www.facebook.com/TheChildrensInn/

Top URLs in Tweet in G3:
[3] https://www.niaid.nih.gov/grants-contracts/sample-applications
[3] https://twitter.com/ATX_PATRIOT/status/1166382853640347650
[3] https://www.globalindoorhealthnetwork.com/GIHN-papers
[2] https://www.lrp.nih.gov/
[2] https://www.lrp.nih.gov/sites/default/files/docs/pdfs/HD_expansion_feature_FINAL.pdf
[2] https://www.lrp.nih.gov/contact-engage
[2] https://grants.nih.gov/grants/guide/notice-files/NOT-OD-19-133.html
[2] https://scipol.org/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-02490-y
[1] https://twitter.com/NINDSDiversity/status/1173959883042910208

Top URLs in Tweet in G4:
[10] https://www.nih.gov/news-events/news-releases/nih-awards-20-million-over-five-years-bring-together-music-therapy-neuroscience?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nih.gov/news-events/news-releases/teen-e-cigarette-use-doubles-since-2017?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/NIH/status/1174733650522333184
[2] https://www.nih.gov/news-events/news-releases/mesh-implants-have-similar-outcomes-hysterectomy-vaginal-prolapse-repair?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nih.gov/news-events/news-releases/surgery-may-benefit-women-two-types-urinary-incontinence?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nih.gov/news-events/nih-research-matters/enzyme-active-cancer-also-protects-normal-cells?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nih.gov/news-events/nih-research-matters/gene-identified-people-who-need-little-sleep?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nih.gov/news-events/news-releases/emergency-department-closures-impact-treatment-quality-nearby?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nih.gov/news-events/news-releases/study-quantifies-impact-nih-sponsored-trials-clinical-cancer-care?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nih.gov/news-events/news-releases/nih-investigate-minor-cannabinoids-terpenes-potential-pain-relieving-properties?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[2] https://www.forbes.com/sites/jacobsullum/2015/04/23/why-is-the-cdc-lying-about-e-cigarettes/#216ddb14a23d
[2] http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3116468/
[1] https://www.nih.gov/news-events/news-releases/teen-e-cigarette-use-doubles-since-2017
[1] https://twitter.com/NIH/status/1174431665927540736
[1] https://www.forbes.com/sites/jacobsullum/2015/04/23/why-is-the-cdc-lying-about-e-cigarettes/#293c17ffa23d
[1] https://vapinglinks.blog/2017/03/19/nicotine-addiction-an-open-30-day-public-health-challenge/
[1] http://www.smokershistory.com/index.htm#TRUTH
[1] https://twitter.com/secazar/status/1174504611387990016
[1] https://twitter.com/vapingit/status/1174666541008326656?s=21
[1] https://www.youtube.com/watch?v=ChtmOPFU2GI&feature=youtu.be


Top URLs in Tweet in G6:
[5] https://www.spglobal.com/marketintelligence/en/news-insights/trending/63E76A67y0nVL-5iqwr7aQ2
[2] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/statement-passing-cokie-roberts
[2] https://twitter.com/DonnaYoungDC/status/1175012481921617926
[2] https://paven.us/
[2] https://io9.gizmodo.com/three-sleazy-moves-pharmaceutical-companies-use-to-exte-5865283?utm_medium=sharefromsite&utm_source=io9_twitter&utm_campaign=sharebar
[2] https://operationcleanrecovery.com/taxpayers-not-big-pharma-have-funded-the-research-behind-every-new-drug-since-2010/
[1] https://www.whitehouse.gov/wp-content/uploads/2019/09/Mitigating-the-Impact-of-Pandemic-Influenza-through-Vaccine-Innovation.pdf
[1] https://twitter.com/AfricaMediaHub/status/1173593998746968064
[1] https://www.spglobal.com/marketintelligence/en/news-insights/trending/RTABE8RFl5b81RtpJ0qIQw2
[1] https://twitter.com/DonnaYoungDC/status/1174082871126048768

Top URLs in Tweet in G7:
[7] https://www.universityofcalifornia.edu/support-uc/ucan/nih?p2asource=nihresearchtw
[6] https://www.universityofcalifornia.edu/support-uc/ucan/nih?p2asource=nihtwss
[4] https://www.universityofcalifornia.edu/support-uc/ucan/nih?p2asource=nihucsf1
[3] https://www.universityofcalifornia.edu/support-uc/ucan/nih?p2asource=nihgrdtw
[3] http://jacobsschool.ucsd.edu/news/news_releases/release.sfe?id=2412
[2] https://www.universityofcalifornia.edu/support-uc/ucan/nih?p2asource=ucnihtw1
[2] https://twitter.com/UCLALuskin/status/1171466314071691269
[2] https://www.universityofcalifornia.edu/support-uc/ucan/nih?p2asource=nihsmmtw
[1] http://newsroom.ucla.edu/releases/new-generation-hydrogels-bone-defects
[1] http://newsroom.ucla.edu/releases/x-chromosome-gene-may-explain-why-women-more-prone-to-autoimmune-diseases

Top URLs in Tweet in G8:
[12] https://deeprootsathome.com/dr-plotkin-admits-fetal-cells-under-oath-and-human-dna-in-vs/
[2] https://childrenshealthdefense.org/child-health-topics/exposing-truth/fully-vaccinated-vs-unvaccinated/
[1] https://twitter.com/va_shiva/status/1173306761194770432
[1] https://www.fda.gov/animal-veterinary/cvm-updates/fda-participate-national-institutes-health-2019-pain-animals-workshop
[1] https://www.nih.gov/news-events/news-releases/nih-awards-20-million-over-five-years-bring-together-music-therapy-neuroscience?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ncbi.nlm.nih.gov/labs/pubmed/17484215-safety-and-persistent-immunogenicity-of-a-quadrivalent-human-papillomavirus-types-6-11-16-18-l1-virus-like-particle-vaccine-in-preadolescents-and-adolescents-a-randomized-controlled-trial/
[1] https://www.npr.org/sections/goatsandsoda/2017/06/28/534403083/mutant-strains-of-polio-vaccine-now-cause-more-paralysis-than-wild-polio
[1] https://www.cdc.gov/vaccines/vac-gen/additives.htm
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3057555/
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/30131438/

Top URLs in Tweet in G9:
[4] https://www.change.org/p/nih-uses-millions-of-tax-payer-dollars-to-torture-dogs-at-texas-a-m-tamu
[3] http://washingtonupdate.faseb.org/nih-releases-final-report-administrative-burden-animal-research/
[2] https://secure.everyaction.com/_L5JXXWl7kqG6eq98coYXA2?ceid=2437329
[1] https://twitter.com/RallyForNIH/status/1174665651925000192
[1] http://washingtonupdate.faseb.org/
[1] https://www.youtube.com/watch?time_continue=1&v=CJzf_BNGANk
[1] https://rallyformedicalresearch.org/
[1] https://twitter.com/FASEBorg/status/1174777714663968769
[1] https://twitter.com/AnimalsBelize/status/834387312805085185
[1] https://www.endocrine.org/advocacy/advocacy-in-action

Top URLs in Tweet in G10:
[2] https://www.apple.com/newsroom/2019/09/apple-announces-three-groundbreaking-health-studies/
[1] https://www.longevity.technology/senolytics-breakthrough-brings-longevity-one-giant-leap-closer/
[1] https://www.cassavasciences.com/
[1] https://wyss.harvard.edu/painting-the-molecular-canvas-in-super-resolution/
[1] https://www.eurekalert.org/pub_releases/2019-09/ehs-dt091819.php
[1] https://twitter.com/guardian/status/1173760180095455237
[1] https://twitter.com/NobelPrize/status/1174277643132448770
[1] https://www.hsph.harvard.edu/news/press-releases/harvard-apple-nih-study/
[1] https://www.dailymail.co.uk/news/article-7472695/Bizarre-moment-Antonio-Brown-farted-doctors-face-consultation-wide-receiver.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-02787-y

Top Domains
Top Domains in Tweet in Entire Graph:
[431] nih.gov
[187] twitter.com
[34] nytimes.com
[32] universityofcalifornia.edu
[19] nature.com
[17] youtube.com
[13] deeprootsathome.com
[11] rallyformedicalresearch.org
[10] spinics.net
[9] cvent.com

Top Domains in Tweet in G1:
[203] nih.gov
[37] twitter.com
[33] nytimes.com
[5] wjla.com
[4] genomeweb.com
[4] youtube.com
[4] psu.edu
[3] fedhealthit.com
[3] statnews.com
[3] usajobs.gov

Top Domains in Tweet in G2:
[76] nih.gov
[44] twitter.com
[8] rallyformedicalresearch.org
[7] cvent.com
[4] quorum.us
[3] usa.gov
[3] youtube.com
[3] usps.com
[3] facebook.com
[2] medicalxpress.com

Top Domains in Tweet in G3:
[25] nih.gov
[20] twitter.com
[6] globalindoorhealthnetwork.com
[4] scipol.org
[3] aamc.org
[2] cdc.gov
[2] sciencedirect.com
[2] nejm.org
[2] usrtk.org
[2] nature.com

Top Domains in Tweet in G4:
[57] nih.gov
[13] twitter.com
[2] youtube.com
[2] medlineplus.gov
[2] historynewsnetwork.org
[2] mailchi.mp
[1] cvent.com
[1] relief.news
[1] amazon.com
[1] wbma.cc

Top Domains in Tweet in G5:
[4] nih.gov
[3] twitter.com
[3] forbes.com
[1] vapinglinks.blog
[1] smokershistory.com
[1] youtube.com
[1] facebook.com
[1] senate.gov
[1] fedscoop.com

Top Domains in Tweet in G6:
[11] twitter.com
[6] spglobal.com
[4] house.gov
[3] nih.gov
[3] paven.us
[2] gizmodo.com
[2] operationcleanrecovery.com
[2] youtube.com
[1] whitehouse.gov
[1] senate.gov

Top Domains in Tweet in G7:
[28] universityofcalifornia.edu
[7] ucla.edu
[5] ucsd.edu
[3] twitter.com

Top Domains in Tweet in G8:
[12] deeprootsathome.com
[11] nih.gov
[2] twitter.com
[2] childrenshealthdefense.org
[1] fda.gov
[1] npr.org
[1] cdc.gov

Top Domains in Tweet in G9:
[4] twitter.com
[4] faseb.org
[4] change.org
[3] everyaction.com
[1] youtube.com
[1] rallyformedicalresearch.org
[1] endocrine.org
[1] nih.gov

Top Domains in Tweet in G10:
[3] twitter.com
[2] harvard.edu
[2] apple.com
[1] longevity.technology
[1] cassavasciences.com
[1] eurekalert.org
[1] co.uk
[1] nature.com
[1] futurity.org
[1] laskerfoundation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1205] nih
[446] rallymedres
[237] ucindc
[198] soundhealth
[177] uwmadison
[135] music
[104] crispr
[99] gene
[95] fundnih
[55] lrpchat



Top Hashtags in Tweet in G1:
[77] rallymedres
[43] fundnih
[38] nih
[23] hiv
[20] mpm2019
[18] ucindc
[15] healthycontrol
[14] soundhealth
[14] airi2019
[9] research

Top Hashtags in Tweet in G2:
[393] nih
[120] soundhealth
[112] music
[103] rallymedres
[91] gene
[90] crispr
[27] clinicaltrials
[24] fundnih
[20] hispanicheritagemonth
[18] hivcomorbidities

Top Hashtags in Tweet in G3:
[77] nih
[48] lrpchat
[22] nihlrp
[14] npaw2019
[8] monsanto
[7] medschools
[7] rallymedres
[7] fundnih
[7] fh
[7] cascade

Top Hashtags in Tweet in G4:
[118] nih
[56] soundhealth
[15] healthyaging
[9] painawarenessmonth
[7] music
[6] nhlbi
[6] nurses
[5] hivcomorbidities
[5] clinicaltrials
[5] aging

Top Hashtags in Tweet in G5:
[10] ebola
[9] rwanda
[8] wevapewevote
[6] vapeban
[4] vapingsaveslives
[4] nih
[3] pp4pp
[3] stopebola
[3] drc
[2] kinshasa

Top Hashtags in Tweet in G6:
[30] nih
[16] cdc
[16] pharma
[12] medicareforall
[8] biotech
[8] ebola
[7] influenza
[7] flu
[7] fda
[7] afhubpress

Top Hashtags in Tweet in G7:
[194] rallymedres
[187] ucindc
[149] nih
[7] ucsfstandsup
[4] agaadvocacy
[4] uclabiodesign
[4] sbir
[3] ucla
[1] aurorapaik
[1] hr2279

Top Hashtags in Tweet in G8:
[1] rwanda
[1] justasking
[1] dothestudy
[1] sciencewillbesettled
[1] nih
[1] rallymedred
[1] sickgirlproblems
[1] fibromyalgia
[1] fibrofog
[1] notfun

Top Hashtags in Tweet in G9:
[162] uwmadison
[153] nih
[7] fundnih
[7] rallymedres
[6] fundscience
[3] science
[3] animalresearch
[3] fundhealth
[2] scipol
[1] crispr

Top Hashtags in Tweet in G10:
[8] cassavasciences
[5] pti125
[2] alzheimers
[2] neuroinflammation
[2] dementia
[2] endalz
[2] peerrevwk19
[1] longevity
[1] senolytic
[1] senescent

Top Words
Top Words in Tweet in Entire Graph:
[4874] Words in Sentiment List#1: Positive
[2436] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[114427] Non-categorized Words
[121737] Total Words
[3500] nih
[1187] #nih
[1119] research
[634] s
[567] nihdirector

Top Words in Tweet in G1:
[1121] nih
[257] research
[128] news
[89] more
[89] newtgingrich
[80] nigms
[79] million
[78] five
[78] years
[77] #rallymedres

Top Words in Tweet in G2:
[479] nihdirector
[444] nih
[387] research
[384] #nih
[234] s
[200] new
[184] one
[180] health
[179] funding
[152] great

Top Words in Tweet in G3:
[163] nih
[76] #nih
[73] nih_lrp
[64] research
[48] #lrpchat
[42] cdcgov
[37] lrp
[37] funded
[33] nindsdiversity
[32] 3

Top Words in Tweet in G4:
[283] nih
[115] research
[115] #nih
[114] ninr
[74] s
[73] kencen
[67] neaarts
[56] #soundhealth
[53] pain
[52] music

Top Words in Tweet in G5:
[212] nih
[178] secazar
[50] smoking
[47] new
[46] e
[41] use
[35] s
[34] nicotine
[32] cigarettes
[32] usaid

Top Words in Tweet in G6:
[92] speakerpelosi
[81] nih
[72] housedemocrats
[56] reprichardneal
[55] leaderhoyer
[54] thedemocrats
[54] senschumer
[53] whipclyburn
[53] waysmeanscmte
[46] dcfairbank

Top Words in Tweet in G7:
[278] nih
[207] support
[194] #rallymedres
[187] #ucindc
[149] #nih
[134] cures
[115] uofcalifornia
[101] today
[83] funding
[82] researchers

Top Words in Tweet in G8:
[281] nih
[276] us_fda
[270] va_shiva
[270] cdcdirector
[269] cdcflu
[119] ve
[74] patrick_author
[60] lot
[60] guys
[58] respect

Top Words in Tweet in G9:
[210] 3
[162] #uwmadison
[153] #nih
[147] more
[144] receive
[122] cruel
[120] million
[118] useless
[118] experiments
[118] done

Top Words in Tweet in G10:
[32] nih
[9] time
[9] research
[8] health
[8] #cassavasciences
[8] funded
[7] harvard
[7] apple
[6] breakthrough
[6] researchers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[283] nih,cdcflu
[283] cdcflu,cdcdirector
[283] cdcdirector,us_fda
[245] va_shiva,nih
[203] #rallymedres,#ucindc
[158] nih,funding
[157] receive,more
[157] more,3
[153] nih,news
[145] find,out

Top Word Pairs in Tweet in G1:
[95] nih,news
[70] five,years
[61] news,nih
[60] nigms,nih
[51] nih,budget
[49] nih,awards
[48] 20,million
[48] million,over
[46] awards,20
[45] over,five

Top Word Pairs in Tweet in G2:
[112] #music,one
[112] one,life
[112] life,s
[112] s,great
[112] great,pleasures
[112] pleasures,benefit
[112] benefit,human
[112] human,health
[112] health,find
[112] find,out

Top Word Pairs in Tweet in G3:
[24] 3,pm
[24] pm,est
[23] join,nih_lrp
[23] nih_lrp,nindsdiversity
[23] dlrdirector,lrp
[23] nih,funded
[22] student,debt
[22] #lrpchat,ll
[22] ll,hear
[21] hear,dlrdirector

Top Word Pairs in Tweet in G4:
[55] kencen,neaarts
[40] nih,#nih
[39] nih,ninr
[37] awards,20
[37] 20,million
[37] million,over
[37] over,five
[36] ninr,director
[34] #soundhealth,initiative
[33] research,projects

Top Word Pairs in Tweet in G5:
[113] secazar,nih
[23] new,data
[23] teen,use
[22] data,nih
[22] nih,monitoring
[22] monitoring,future
[22] future,survey
[22] survey,show
[22] show,teen
[22] use,e

Top Word Pairs in Tweet in G6:
[53] speakerpelosi,thedemocrats
[53] thedemocrats,senschumer
[53] senschumer,leaderhoyer
[53] leaderhoyer,whipclyburn
[53] whipclyburn,housedemocrats
[53] housedemocrats,waysmeanscmte
[53] waysmeanscmte,reprichardneal
[41] dcfairbank,speakerpelosi
[38] reprichardneal,berniesa
[30] realdonaldtrump,adamschiff

Top Word Pairs in Tweet in G7:
[157] #rallymedres,#ucindc
[95] support,#nih
[59] support,nih
[53] nih,researchers
[53] helps,drive
[53] drive,progress
[53] progress,advance
[53] advance,cures
[53] cures,nationwide
[53] nationwide,support

Top Word Pairs in Tweet in G8:
[269] nih,cdcflu
[269] cdcflu,cdcdirector
[269] cdcdirector,us_fda
[236] va_shiva,nih
[64] patrick_author,va_shiva
[58] us_fda,ve
[58] ve,lot
[58] lot,respect
[58] respect,guys
[58] guys,ve

Top Word Pairs in Tweet in G9:
[142] receive,more
[142] more,3
[120] 3,million
[118] cruel,useless
[118] useless,experiments
[118] experiments,done
[108] million,tax
[108] tax,money
[99] money,through
[97] through,#nih

Top Word Pairs in Tweet in G10:
[6] nih,funded
[5] time,essence
[5] essence,demand
[5] demand,breakthrough
[5] breakthrough,designation
[5] designation,us_fda
[5] us_fda,#cassavasciences
[5] #cassavasciences,#pti125
[5] #pti125,safe
[5] safe,effective

Top Replied-To
Top Replied-To in Entire Graph:
@secazar
@nih
@coristus
@linda_neutraal
@va_shiva
@lorisan29894021
@newtgingrich
@senalexander
@rajivmccoy
@postdocparents

Top Replied-To in G1:
@nih
@newtgingrich
@rajivmccoy
@michaelsesma
@nigms
@kencen
@plzsolvecfs
@asbmb
@nih_orwh
@minouye271

Top Replied-To in G2:
@nih
@nihdirector
@nih_nhlbi
@helpstampoutalz
@ginger4everme
@senbobcasey
@rallyfornih
@usps
@nindsdirector
@thechildrensinn

Top Replied-To in G3:
@epa
@dpmp_unc
@eknduom
@hemonctoday
@stacymalkan
@garyruskin
@jennamkahn
@nih_lrp
@jishnusengupta
@julienguyenlab

Top Replied-To in G4:
@lvhuse
@paulakagan
@jerrysoucyrn
@robb_research
@nih
@robertalavin
@montalvo501
@asquiresphdrn
@juliecvdw
@nihdirector

Top Replied-To in G5:
@secazar
@nih
@drkellyhenning
@usmissionuganda
@clive_bates
@helenclarknz
@prancersdad
@fuzionvapor
@usambrwanda
@usambdrc

Top Replied-To in G6:
@speakerpelosi
@pavensecretary
@secazar
@cnbc
@klinechris3
@dcfairbank
@krystalball
@sherlockpaven
@va_shiva
@hhsgov

Top Replied-To in G7:
@senfeinstein
@senkamalaharris
@devinnunes
@kamalaharris
@dorismatsui
@meredith_vivian
@ucriverside
@uofcalifornia
@repbarbaralee
@mikealtschule

Top Replied-To in G8:
@coristus
@linda_neutraal
@lorisan29894021
@va_shiva
@razieltov
@patrick_author
@sprloveless
@arieljones411
@6_bythesea
@haroldvasquezr

Top Replied-To in G9:
@icelander_is
@niehs

Top Replied-To in G10:
@3i_inc
@mridleythomas
@caregivercampus
@1043myfm
@parrishliz
@timsargeant1
@davidsteenblock
@droz
@osi_medcoding
@bitesizescience

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@nihdirector
@us_fda
@cdcdirector
@cdcflu
@va_shiva
@rallyfornih
@secazar
@ninr
@uofcalifornia

Top Mentioned in G1:
@nih
@newtgingrich
@nigms
@nigmstraining
@nigmsgenes
@usbrainalliance
@nih_orwh
@nihfunding
@rajivmccoy
@plzsolvecfs

Top Mentioned in G2:
@nihdirector
@nih
@rallyfornih
@thechildren
@nindsdirector
@royblunt
@thenci
@nih_nhlbi
@irpatnih
@reploisfrankel

Top Mentioned in G3:
@nih
@nih_lrp
@cdcgov
@nindsdiversity
@dlrdirector
@laurenbbeach
@who
@amermedicalassn
@nciresearchctr
@nhlbi_translate

Top Mentioned in G4:
@nih
@ninr
@kencen
@neaarts
@nihpainresearch
@asquiresphdrn
@nimhgov
@iamn0tthe1
@bglickstein
@robincogan

Top Mentioned in G5:
@nih
@secazar
@usaid
@cdcgov
@deptofdefense
@statedept
@clive_bates
@pcuganda
@pepfar
@drkellyhenning

Top Mentioned in G6:
@nih
@speakerpelosi
@housedemocrats
@leaderhoyer
@reprichardneal
@senschumer
@thedemocrats
@whipclyburn
@waysmeanscmte
@dcfairbank

Top Mentioned in G7:
@nih
@uofcalifornia
@senkamalaharris
@senfeinstein
@ucsf
@ucadvocacy
@uclaadvocacy
@dgsomucla

Top Mentioned in G8:
@nih
@us_fda
@cdcdirector
@cdcflu
@va_shiva
@patrick_author
@lorisan29894021
@linda_neutraal
@coristus
@cloudlover13

Top Mentioned in G9:
@animalsbelize
@uwmadison
@soldier_777
@nih
@kattavernd
@icelander_is
@faseborg
@paintingpaws29
@theendosociety
@tamu

Top Mentioned in G10:
@nih
@harvard
@us_fda
@harvardchansph
@mayoclinic
@stjuderesearch
@harvardmed
@johnshopkinssph
@apple
@soleckilab

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@belizean_bz
@animalsbelize
@billm9
@kattavernd
@bkindngood
@b1e56df9ce6549f
@kaylamarie413
@purplegarter1
@paintingpaws29

Top Tweeters in G1:
@laridor1
@tizthalife77
@ynhallak
@abc7news
@annasantoz318
@tanya10049407
@americanmom01
@nmharley2
@ocamericans
@taylordhealthy

Top Tweeters in G2:
@bkindngood
@janet_yackle
@alyaagad
@815wrldtrvlr
@elevenbravo138
@sdmcardenadenis
@nayasala
@drugmonkeyblog
@jhcpw
@dsochoa

Top Tweeters in G3:
@kraeuterverbena
@paulmiller1313
@westernpajon
@femtech_
@cd_fuller
@professorchic
@thewire_in
@beachvetlbc
@nflobjectors
@sidneypowell1

Top Tweeters in G4:
@rinkui
@feralartist
@monitor_ph
@lamb83
@supplychainsn
@goodwomenhealth
@neaarts
@politiskosmou
@a_donna
@miriamkp

Top Tweeters in G5:
@africaupdates
@alabamamangreg
@benoit_durand
@jeffrey52095461
@ljsmccully
@vapingit
@2mstephane
@mihotep
@space8jockey5
@positiveenerg

Top Tweeters in G6:
@billm9
@b1e56df9ce6549f
@purplegarter1
@positivelyjoan
@bostonglobe
@nytimes
@washingtonpost
@leoluminary
@cnbc
@wsj

Top Tweeters in G7:
@jrsagittarius
@dme_health
@realmasterkey
@kathygori
@gargoylesports
@markcappetta
@alessandracolfi
@helengavaghan
@healthpolicybot
@rjeter9394

Top Tweeters in G8:
@betzmyboyblue11
@carolynyadayada
@crwriter1
@tillinghastpat1
@chronicpaindad
@mission2heal
@lisamichelle20
@danaelizabeth69
@ben123l
@jim_herd

Top Tweeters in G9:
@soldier_777
@belizean_bz
@animalsbelize
@kattavernd
@kaylamarie413
@paintingpaws29
@zoraidapalacios
@alberto_pilotto
@pepenature
@lynxlynx8

Top Tweeters in G10:
@bostonherald
@ap
@mededbot
@1043myfm
@clevelandclinic
@fusicology
@scifri
@rosmith11
@mayoclinic
@harvard


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