#NIH OR @NIH, Twitter, 8/30/2019 11:58:06 PM, 208237


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#NIH OR @NIH_2019-08-30_11-51-22.xlsx
#NIH OR @NIH_2019-08-30_11-51-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 30, 2019
Short Description:
#NIH OR @NIH via NodeXL http://bit.ly/2Pq5OWt
@nih
@nihdirector
@csic
@lisabodnar
@soldier_777
@color
@nih_lrp
@nih_nhlbi
@mmw_lmw
@jaychance5

Top hashtags:
#nih
#uwmadison
#tractography
#dietaryrestriction
#bonemarrow
#immunological_memory
#alzheimers
#sleep

Description:
Description
The graph represents a network of 4,820 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 Friday, 30 August 2019 at 18:53 UTC.

The requested start date was Tuesday, 27 August 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 7-day, 6-hour, 47-minute period from Monday, 19 August 2019 at 17:05 UTC to Monday, 26 August 2019 at 23:52 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 : 4820
Unique Edges : 9567
Edges With Duplicates : 8000
Total Edges : 17567
Number of Edge Types : 3
Mentions : 16378
Replies to : 865
Tweet : 324
Self-Loops : 324
Reciprocated Vertex Pair Ratio : 0.0381981981981982
Reciprocated Edge Ratio : 0.0735855605692468
Connected Components : 80
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 4647
Maximum Edges in a Connected Component : 17327
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.266928
Graph Density : 0.000496134336853
Modularity : 0.494552
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[58] https://twitter.com/robertkiley/status/1164888607624245248
[23] https://www.nih.gov/news-events/news-releases/nih-funds-genetic-counseling-resource-ahead-million-person-sequencing-effort?utm_source=dlvr.it&utm_medium=twitter
[15] https://www.nih.gov/news-events/news-releases/nih-funds-eleven-research-centers-minority-institutions?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.nih.gov/news-events/news-releases/nih-funds-genetic-counseling-resource-ahead-million-person-sequencing-effort
[12] https://www.nih.gov/news-events/news-releases/memory-t-cells-shelter-bone-marrow-boosting-immunity-mice-restricted-diets?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.nih.gov/news-events/news-releases/nih-study-mice-identifies-type-brain-cell-involved-stuttering?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.nih.gov/news-events/news-releases/all-us-research-program-expand-public-engagement-efforts-new-partner-awards?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.genomeweb.com/research-funding/color-use-46m-nih-grant-build-all-us-genetic-counseling-resource?utm_source=addthis_shares#.XV1Hrfm2aQl.twitter
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-02493-9
[6] https://www.fiercehealthcare.com/tech/nih-all-us-project-tops-270-000-sign-ups-goal-enrolling-1m-participants-by-2024

Top URLs in Tweet in G1:
[57] https://twitter.com/robertkiley/status/1164888607624245248
[15] https://www.nih.gov/news-events/news-releases/nih-funds-genetic-counseling-resource-ahead-million-person-sequencing-effort?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.nih.gov/news-events/news-releases/nih-funds-eleven-research-centers-minority-institutions?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.nih.gov/news-events/news-releases/memory-t-cells-shelter-bone-marrow-boosting-immunity-mice-restricted-diets?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.nih.gov/news-events/news-releases/all-us-research-program-expand-public-engagement-efforts-new-partner-awards?utm_source=dlvr.it&utm_medium=twitter
[4] https://internalmedicineiowa.org/2019/08/21/hinton-receives-nih-loan-repayment-grant/
[3] https://www.nih.gov/news-events/news-releases/nih-study-mice-identifies-type-brain-cell-involved-stuttering?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nih.gov/news-events/news-releases/study-finds-link-between-long-term-exposure-air-pollution-emphysema?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nih.gov/news-events/news-releases/nih-funds-genetic-counseling-resource-ahead-million-person-sequencing-effort
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5312741/

Top URLs in Tweet in G2:
[9] https://www.nih.gov/news-events/news-releases/nih-funds-genetic-counseling-resource-ahead-million-person-sequencing-effort
[7] https://www.genomeweb.com/research-funding/color-use-46m-nih-grant-build-all-us-genetic-counseling-resource?utm_source=addthis_shares#.XV1Hrfm2aQl.twitter
[5] https://www.statnews.com/2019/08/21/nih-precision-medicine-share-data-with-participants/
[5] https://www.fiercehealthcare.com/tech/nih-all-us-project-tops-270-000-sign-ups-goal-enrolling-1m-participants-by-2024
[3] https://www.clinicalomics.com/topics/precision-medicine-topic/one-year-after-launch-nihs-all-of-us-hits-key-milestones/
[3] https://twitter.com/historyatnih/status/1162703119765127168
[3] https://www.independent.co.uk/news/world/americas/us-politics/trump-mental-health-staff-social-media-mass-shooting-el-paso-dayton-a9072811.html
[2] https://web.cvent.com/event/21d7c8f1-9e43-4df6-8a7e-10f69a5f99cf/
[2] https://twitter.com/nih_lrp/status/1164932534926372864
[2] https://www.lrp.nih.gov/ambassador-directory

Top URLs in Tweet in G3:
[4] https://twitter.com/oslersweb/status/1164575652445663233
[3] https://www.bostonglobe.com/opinion/editorials/2019/08/23/time-take-lyme-seriously/80HtJctzysm2ffUQ8GylFO/story.html?event=event25
[2] https://www.heartland.org/publications-resources/publications/policy-tip-sheet-vaping-hospitalizations-likely-linked-to-black-markets
[2] http://www.infobarrel.com/Egos_The_Real_Reason_Scientists_are_Unable_to_Solve_Zika_Mysteries
[2] http://news.mit.edu/2019/domino-cellular-memory-dna-0822
[2] http://www.mentalhealth.gov/
[2] https://www.globalindoorhealthnetwork.com/GIHN-papers
[1] https://annals.org/aim/article-abstract/710146/all-diseases-infectious
[1] https://twitter.com/marybethpf/status/1165146390311444481
[1] https://twitter.com/lymealliance/status/1164250990633263105

Top URLs in Tweet in G4:
[4] https://www.nih.gov/news-events/news-releases/nih-study-mice-identifies-type-brain-cell-involved-stuttering?utm_source=dlvr.it&utm_medium=twitter
[4] https://news.ucr.edu/articles/2019/08/16/new-center-address-health-disparities-inland-southern-california
[3] https://web.cvent.com/event/21d7c8f1-9e43-4df6-8a7e-10f69a5f99cf/
[3] https://www.nih.gov/news-events/news-releases/nih-funds-genetic-counseling-resource-ahead-million-person-sequencing-effort?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nih.gov/news-events/news-releases/memory-t-cells-shelter-bone-marrow-boosting-immunity-mice-restricted-diets?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nih.gov/news-events/news-releases/nih-funds-eleven-research-centers-minority-institutions?utm_source=dlvr.it&utm_medium=twitter
[3] https://go.usa.gov/xyeqm
[3] https://irp.nih.gov/blog/post/2019/08/rare-disease-research-reveals-why-immune-cells-go-wild
[3] https://www.sciencemag.org/news/2019/08/decade-francis-collins-has-shielded-nih-while-making-waves-his-own
[2] https://www.nih.gov/news-events/news-releases/all-us-research-program-expand-public-engagement-efforts-new-partner-awards?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[2] https://www.natureindex.com/news-blog/top-ten-government-institutions-research-science-twenty-nineteen
[1] https://www.nih.gov/news-events/news-releases/all-us-research-program-expand-public-engagement-efforts-new-partner-awards?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nih.gov/news-events/news-releases/enterovirus-antibodies-detected-acute-flaccid-myelitis-patients?utm_source=dlvr.it&utm_medium=twitter
[1] http://www.binary-mechanics.com/2018/08/binary-mechanics-faq.html
[1] https://twitter.com/NatureIndex/status/1163797836699525120
[1] https://twitter.com/ASPET/status/1163116862047236096

Top URLs in Tweet in G6:
[3] https://www.nhs3.org/
[3] https://twitter.com/asquiresphdrn/status/1163895644416819200
[2] https://www.ninr.nih.gov/site-structure/cashion-retires
[1] https://www.ninr.nih.gov/aboutninr/nacnr/nacnrprofiles
[1] https://twitter.com/radicalnurses/status/1163958400876552197
[1] https://nihrecord.nih.gov/2019/08/09/ninr-launches-symptom-science-center-event-masur
[1] https://cvent.me/Z7AOO
[1] https://www.ninr.nih.gov/aboutninr/directors-message
[1] https://uwhires.admin.washington.edu/eng/candidates/default.cfm?szCategory=jobprofile&szOrderID=171081&szCandidateID=0&szSearchWords=&szReturnToSearch=1
[1] https://www.ninr.nih.gov/aboutninr/directors-page

Top URLs in Tweet in G7:
[6] https://www.facebook.com/100001311756306/posts/2447491831971185/?sfnsn=mo
[5] https://www.change.org/p/nih-uses-millions-of-tax-payer-dollars-to-torture-dogs-at-texas-a-m-tamu
[1] https://twitter.com/AnimalsBelize/status/834387312805085185
[1] https://twitter.com/SweatingRemedy/status/1165699860064083979
[1] https://twitter.com/OlexKP/status/1163786424640032768
[1] https://twitter.com/SweatingRemedy/status/1163775974015754244
[1] https://www.nih.gov/news-events/nih-research-matters/language-patterns-may-predict-psychosis
[1] https://twitter.com/AnimalNsw2015/status/1163925036685647872
[1] https://twitter.com/WorldAndScience/status/1164106146216652805
[1] https://twitter.com/dodo/status/1163843135358865409

Top URLs in Tweet in G8:
[2] https://twitter.com/ninr/status/1164915453447331841
[1] https://smapp2.rand.org/surv4/pittpanelB
[1] https://smapp2.rand.org/surv4/pittpanelA#
[1] https://projectreporter.nih.gov/project_info_description.cfm?aid=9658722&icde=45283519&ddparam=&ddvalue=&ddsub=&cr=1&csb=default&cs=ASC&pball=
[1] https://twitter.com/emorycfar/status/1164297634208788481
[1] https://www.lrp.nih.gov/
[1] https://edgeforscholars.org/discover-whats-getting-funded-with-nih-matchmaker/
[1] https://grants.nih.gov/grants/guide/pa-files/PAR-19-268.html#_Section_II._Award_1
[1] https://www.lrp.nih.gov/sites/default/files/docs/pdfs/HD_expansion_feature_FINAL.pdf
[1] https://www.genomeweb.com/research-funding/washington-university-led-team-wins-five-year-68m-nih-grant-longevity-sequencing?utm_source=addthis_shares#.XWBOBu2y8Bs.twitter

Top URLs in Tweet in G9:
[2] https://advances.sciencemag.org/content/5/7/eaax0903
[2] http://www.smokershistory.com/index.htm#TRUTH
[2] https://twitter.com/denniskenez/status/1163985315431890944
[1] https://www.bbc.com/news/world-africa-49326505
[1] https://www.youtube.com/watch?v=uTd_FKUTJY8&feature=youtu.be

[1] https://www.youtube.com/watch?v=63ERNV1Bjoo&feature=youtu.be

[1] https://twitter.com/j_g_allen/status/1164601771806691328
[1] https://chronicdata.cdc.gov/Policy/Table-of-Gross-Cigarette-Tax-Revenue-Per-State-Orz/rkpp-igza
[1] https://www.tobaccofreekids.org/assets/factsheets/0365.pdf
[1] https://www.fda.gov/tobacco-products/research/tobacco-centers-regulatory-science-tcors?utm_source=CTPTwitter&utm_medium=social&utm_campaign=ctp-tca10

Top URLs in Tweet in G10:
[2] https://docs.google.com/spreadsheets/d/1tvN0Ben0t7MEnZzsq4RsttzL-vVlFzad5lulNlSEWsg/edit#gid=977884262
[1] https://www.youtube.com/watch?v=TEky0qn1tzI&feature=youtu.be

[1] https://www.youtube.com/watch?v=ZQLN8QZvoXM

[1] https://twitter.com/nat_droz/status/1165983212264460289
[1] https://www.ft.com/content/64e887f6-c2b8-11e9-a8e9-296ca66511c9?segmentId=778a3b31-0eac-c57a-a529-d296f5da8125
[1] https://twitter.com/oliviasolon/status/1164232727081541632

Top Domains
Top Domains in Tweet in Entire Graph:
[246] nih.gov
[223] twitter.com
[16] linkedin.com
[15] youtube.com
[14] nature.com
[14] usa.gov
[13] genomeweb.com
[11] statnews.com
[9] cancer.gov
[9] sciencemag.org

Top Domains in Tweet in G1:
[85] nih.gov
[83] twitter.com
[8] cancer.gov
[6] usa.gov
[5] linkedin.com
[4] grand-challenge.org
[4] internalmedicineiowa.org
[3] ucla.edu
[3] wustl.edu
[3] g2xchange.com

Top Domains in Tweet in G2:
[31] nih.gov
[24] twitter.com
[10] genomeweb.com
[6] statnews.com
[6] fiercehealthcare.com
[5] forbes.com
[3] usa.gov
[3] nature.com
[3] nejm.org
[3] clinicalomics.com

Top Domains in Tweet in G3:
[29] twitter.com
[3] nih.gov
[3] infobarrel.com
[3] mit.edu
[3] bostonglobe.com
[2] sfgate.com
[2] heartland.org
[2] mentalhealth.gov
[2] globalindoorhealthnetwork.com
[2] statnews.com

Top Domains in Tweet in G4:
[66] nih.gov
[16] twitter.com
[6] thelancet.com
[4] ucr.edu
[3] cvent.com
[3] usa.gov
[3] jamanetwork.com
[3] sciencemag.org
[2] mymcmedia.org
[2] nejm.org

Top Domains in Tweet in G5:
[2] nih.gov
[2] natureindex.com
[2] twitter.com
[1] binary-mechanics.com

Top Domains in Tweet in G6:
[8] nih.gov
[6] twitter.com
[3] nhs3.org
[1] cvent.me
[1] washington.edu
[1] usf.edu

Top Domains in Tweet in G7:
[8] twitter.com
[6] facebook.com
[5] change.org
[1] nih.gov

Top Domains in Tweet in G8:
[4] nih.gov
[3] twitter.com
[2] rand.org
[1] edgeforscholars.org
[1] genomeweb.com
[1] verywellhealth.com
[1] ajc.com
[1] github.io

Top Domains in Tweet in G9:
[5] twitter.com
[4] fda.gov
[3] youtube.com
[2] cdc.gov
[2] sciencemag.org
[2] smokershistory.com
[2] nih.gov
[1] bbc.com
[1] tobaccofreekids.org
[1] opioidrecovery.org

Top Domains in Tweet in G10:
[2] youtube.com
[2] google.com
[2] twitter.com
[1] ft.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1062] nih
[356] uwmadison
[118] tractography
[46] dietaryrestriction
[46] bonemarrow
[46] immunological_memory
[43] alzheimers
[41] sleep
[38] stuttering
[37] globalhealth



Top Hashtags in Tweet in G1:
[38] nih
[27] stuttering
[25] maryland
[16] nihinyourstate
[15] r35
[14] datasharing
[14] music
[13] healthequity
[9] genomicdata
[8] prostatecancer

Top Hashtags in Tweet in G2:
[343] nih
[104] tractography
[39] sleep
[7] neuroscience
[7] nihlrp
[7] leukemia
[7] allofus
[6] precisionmedicine
[6] cgc
[5] brain

Top Hashtags in Tweet in G3:
[16] teamkadena
[16] airman
[13] nih
[11] lyme
[6] myalgice
[6] thankstoscience
[6] cdc
[5] gastroparesis
[5] disclosureontargeting
[5] publichealth

Top Hashtags in Tweet in G4:
[120] nih
[35] globalhealth
[21] genomicmedicine
[19] nihinyourstate
[13] womeninstem
[10] stuttering
[9] brain
[9] raredisease
[6] alzheimers
[6] hivcomorbidities

Top Hashtags in Tweet in G5:
[1] physics
[1] nih

Top Hashtags in Tweet in G6:
[10] nursetwitter
[5] nurses
[3] nih
[3] nurse
[2] ninr
[1] ahirgni
[1] nursingresearch
[1] hivcomorbidities
[1] twitternurse
[1] leader

Top Hashtags in Tweet in G7:
[320] uwmadison
[291] nih
[5] stophyperhidrosis
[4] worldanimalday
[2] psychosis
[1] elderly
[1] mentalhealthawareness
[1] researcher
[1] healthdisparities
[1] lrp

Top Hashtags in Tweet in G8:
[9] nih
[6] nihreporter
[2] nursingscience
[1] hivcomorbidities
[1] grantfunding
[1] ecr
[1] funding
[1] epitwitter
[1] hiv
[1] cure

Top Hashtags in Tweet in G9:
[7] openaccess
[7] mentalhealth
[7] ecosystemservices
[4] nih
[4] cdc
[4] ahrq
[4] nsf
[4] fda
[3] greeninfrastructure
[3] fundscience

Top Hashtags in Tweet in G10:
[22] renewsdp
[22] makeinsulinaffordable
[10] laphil100
[7] disfanga
[6] aanadvocacy
[3] breakupbigtech
[3] breakupbigdata
[2] ucla100
[2] lithaina
[2] ainafin

Top Words
Top Words in Tweet in Entire Graph:
[3450] Words in Sentiment List#1: Positive
[2740] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[115558] Non-categorized Words
[121748] Total Words
[3068] nih
[1066] #nih
[705] nihdirector
[635] research
[586] more

Top Words in Tweet in G1:
[876] nih
[161] research
[81] cancer
[79] peta
[73] lteytelman
[71] study
[70] new
[69] nigms
[68] open
[67] grant

Top Words in Tweet in G2:
[544] nihdirector
[343] #nih
[301] nih
[241] color
[203] s
[193] study
[176] allofusresearch
[176] brain
[136] step
[134] genetic

Top Words in Tweet in G3:
[493] nih
[244] cdcgov
[192] oslersweb
[185] turnitup4me
[80] t
[64] out
[59] 2
[59] realdonaldtrump
[57] hhsgov
[57] r_tinti

Top Words in Tweet in G4:
[396] nih
[136] research
[123] #nih
[112] dr
[69] new
[68] t
[66] nihdirector
[66] fogarty_nih
[64] nidcr
[63] irpatnih

Top Words in Tweet in G5:
[292] csic
[132] mundial
[132] tras
[132] china
[131] cuarta
[131] mayor
[131] institución
[131] gubernamental
[131] publicación
[131] investigaciones

Top Words in Tweet in G6:
[277] nih
[268] ninr
[216] asquiresphdrn
[97] nurse
[94] robertalavin
[88] mrogersrn
[88] aphaphn
[87] lvhuse
[86] director
[85] robincogan

Top Words in Tweet in G7:
[400] 3
[354] more
[349] receive
[338] million
[332] cruel
[332] useless
[332] experiments
[332] done
[329] through
[321] tax

Top Words in Tweet in G8:
[104] lisabodnar
[81] women
[80] group
[78] give
[78] 12
[77] seeking
[77] diverse
[77] pregnant
[77] lt
[77] 2

Top Words in Tweet in G9:
[114] nih
[79] fdatobacco
[56] whycherrywhy
[52] rg_jones
[52] djrobwarner
[52] guyonespiner
[51] ngamanatamariki
[47] iphc2
[45] helenclarknz
[42] tobacco

Top Words in Tweet in G10:
[45] support
[42] nih
[28] funding
[25] s
[22] amdiabetesassn
[22] congressional
[22] asks
[22] #renewsdp
[22] #makeinsulinaffordable
[22] cdcgov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[389] more,3
[385] receive,more
[375] 3,million
[352] million,tax
[351] cruel,useless
[351] useless,experiments
[351] experiments,done
[349] tax,money
[343] money,through
[309] #uwmadison,receive

Top Word Pairs in Tweet in G1:
[67] nih,nigms
[57] open,access
[56] thrilled,see
[56] see,nih
[56] nih,require
[56] require,immediate
[56] immediate,open
[56] access,opioid
[56] opioid,research
[56] research,ask

Top Word Pairs in Tweet in G2:
[107] stem,cell
[106] understanding,stem
[106] cell,transplants
[106] transplants,rejected
[106] rejected,vital
[106] vital,regenerative
[106] regenerative,medicine
[106] medicine,#nih
[106] #nih,ucsf
[106] ucsf,study

Top Word Pairs in Tweet in G3:
[166] oslersweb,nih
[128] nih,cdcgov
[124] turnitup4me,oslersweb
[53] r_tinti,oslersweb
[52] cdcgov,nih
[44] approvedrepubl1,chochajohn
[44] realdonaldtrump,adamschiff
[44] adamschiff,speakerpelosi
[39] speakerpelosi,senfeinstein
[39] senfeinstein,housegop

Top Word Pairs in Tweet in G4:
[43] director,dr
[43] nih,nidcr
[39] mikepiacentino,nih
[33] dr,donald
[33] donald,lindberg
[33] nicky_mulder,uctidm
[33] uctidm,embl
[33] embl,nih
[33] nih,fogarty_nih
[33] fogarty_nih,aasciences

Top Word Pairs in Tweet in G5:
[131] csic,cuarta
[131] cuarta,mayor
[131] mayor,institución
[131] institución,gubernamental
[131] gubernamental,mundial
[131] mundial,publicación
[131] publicación,investigaciones
[131] investigaciones,tras
[131] tras,academia
[131] academia,china

Top Word Pairs in Tweet in G6:
[205] asquiresphdrn,nih
[165] nih,ninr
[80] ninr,mrogersrn
[80] aphaphn,lisacampbelldnp
[70] interim,director
[68] mrogersrn,robertalavin
[65] lvhuse,asquiresphdrn
[65] director,ninr
[64] single,phd
[63] lisacampbelldnp,tnpolicynurse

Top Word Pairs in Tweet in G7:
[353] more,3
[349] receive,more
[338] 3,million
[332] cruel,useless
[332] useless,experiments
[332] experiments,done
[316] million,tax
[313] tax,money
[307] money,through
[273] done,#uwmadison

Top Word Pairs in Tweet in G8:
[77] seeking,diverse
[77] diverse,group
[77] group,women
[77] women,pregnant
[77] pregnant,lt
[77] lt,2
[77] 2,yr
[77] yr,postpartum
[77] postpartum,give
[77] give,opinion

Top Word Pairs in Tweet in G9:
[76] fdatobacco,nih
[50] guyonespiner,fdatobacco
[49] rg_jones,ngamanatamariki
[48] djrobwarner,guyonespiner
[46] nih,iphc2
[40] iphc2,ilonakickbusch
[35] whycherrywhy,rg_jones
[31] ngamanatamariki,djrobwarner
[26] helenclarknz,whycherrywhy
[24] ilonakickbusch,ashnz2025

Top Word Pairs in Tweet in G10:
[22] support,amdiabetesassn
[22] amdiabetesassn,s
[22] s,congressional
[22] congressional,asks
[22] asks,#renewsdp
[22] #renewsdp,#makeinsulinaffordable
[22] #makeinsulinaffordable,support
[22] support,nih
[22] nih,cdcgov
[22] cdcgov,funding

Top Replied-To
Top Replied-To in Entire Graph:
@nih
@mikepiacentino
@asquiresphdrn
@eswara_lab
@cas9bandit
@helenclarknz
@lvhuse
@nicky_mulder
@flstoppnow
@lteytelman

Top Replied-To in G1:
@eswara_lab
@nih
@lteytelman
@sciencestowers
@foxchasecancer
@peta
@hankgreelylsju
@kennethwwitwer
@brainworldmag
@faesbiotech

Top Replied-To in G2:
@cas9bandit
@color
@nih
@cjstreed
@r_inert21
@mclneuro
@sciswany
@katiewr31413491
@batesphysio
@whitehouse

Top Replied-To in G3:
@flstoppnow
@turnitup4me
@pavensherlock
@robertdrosejr1
@marybethpf
@klinechris3
@wesmoss1018
@gabbyklein1
@nih
@kathycollett7

Top Replied-To in G4:
@mikepiacentino
@nicky_mulder
@genome_gov
@k_sheldrick
@jeremyfarrar
@nih
@laurenkovach
@denapaolucci
@gonggasgirl
@pharmerit

Top Replied-To in G5:
@csic
@natureindex
@d3rbaurk

Top Replied-To in G6:
@asquiresphdrn
@lvhuse
@robertalavin
@htubbscooley_rn
@bglickstein
@iamn0tthe1
@nursejustinrn
@nih
@turnernurse
@mclemoremr

Top Replied-To in G7:
@shaneehrlich1
@moishesmom
@tytpolitics
@focus1776
@icelander_is

Top Replied-To in G8:
@lisabodnar
@nih
@mclemoremr
@audreyjane4
@ajayjoshi14
@alisonmdesir
@lundjenny
@mindofandre
@chrissieruns
@sheetalhardikar

Top Replied-To in G9:
@helenclarknz
@whycherrywhy
@jgitchell
@amelia_rh
@lisatemorenga
@ngamanatamariki
@fdatobacco
@laykerq
@cdcgov
@lamppostlighter

Top Replied-To in G10:
@laphil
@senschumer
@sengillibrand
@repespaillat
@pattymurray
@senatorcantwell
@repdelbene
@publichealth
@replucymcbath
@justinamash

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@nihdirector
@cdcgov
@ninr
@oslersweb
@allofusresearch
@color
@asquiresphdrn
@turnitup4me
@soldier_777

Top Mentioned in G1:
@nih
@nigms
@lteytelman
@thenci
@nvidiaaidev
@ingridnewkirk
@stutteringfdn
@peta
@eswara_lab
@ednacukierman

Top Mentioned in G2:
@nihdirector
@nih
@color
@allofusresearch
@ucsf
@nih_nhlbi
@harvardmed
@nih_lrp
@niaidnews
@cwolinetznih

Top Mentioned in G3:
@nih
@cdcgov
@oslersweb
@turnitup4me
@realdonaldtrump
@r_tinti
@hhsgov
@aliceoutthere
@speakerpelosi
@approvedrepubl1

Top Mentioned in G4:
@nih
@nihdirector
@fogarty_nih
@nidcr
@irpatnih
@thechildrensinn
@nlm_news
@uctidm
@embl
@aasciences

Top Mentioned in G5:
@csic
@nih
@natureindex
@cnrs
@nasa
@berkeleylab
@asmicrobiology
@riken
@asmnewsroom

Top Mentioned in G6:
@nih
@ninr
@asquiresphdrn
@mrogersrn
@aphaphn
@robertalavin
@robincogan
@lisacampbelldnp
@lvhuse
@tnpolicynurse

Top Mentioned in G7:
@soldier_777
@uwmadison
@animalsholbox
@animalsbelize
@nih
@moishesmom
@ni
@hiphopmatrix
@justicedems
@wolfpack

Top Mentioned in G8:
@lisabodnar
@nih
@pittpubhealth
@randhealth
@arielwriter
@edgeforscholars
@emoryuniversity
@prezsterk
@uw
@drivorhorn

Top Mentioned in G9:
@nih
@who
@fdatobacco
@djrobwarner
@guyonespiner
@rg_jones
@ngamanatamariki
@iphc2
@whycherrywhy
@ilonakickbusch

Top Mentioned in G10:
@nih
@amdiabetesassn
@cdcgov
@nihdirector
@wtop
@franciscollins
@lithuania
@sing4love4fun
@laphil
@tchaikovskycomp

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@soldier_777
@belizean_bz
@animalsholbox
@animalsbelize
@littlebytesnews
@trackingpaws
@soulsdefence
@independent
@saragomezaranci

Top Tweeters in G1:
@jennasm66663888
@marylschmidt
@kimvie
@glynmoody
@ishagshafeeg
@peta
@anneliemoser
@countybrwnie
@thepowerofmeow
@hubbucket

Top Tweeters in G2:
@john_siracusa
@shalisa_renee
@baronianconsult
@emccoy_writer
@ynhallak
@nembotavy_0101
@jhcpw
@usmccarterswife
@susanadeleonmd
@drferdowsi

Top Tweeters in G3:
@independent
@guardian
@only4rm
@dailymirror
@business
@daily_star
@thesun
@foxnews
@lorisums
@magannohate

Top Tweeters in G4:
@rosenchild
@janiecestaton
@pfanderson
@1atsuhimerose2
@manuco22
@saludhealthinfo
@vicentelozadab
@docdarnell
@npr
@monitor_ph

Top Tweeters in G5:
@saragomezaranci
@clia_g
@vievararosel
@estephen6
@noel_pi
@ppoheisenberg
@berkeleybrett
@newsreputation
@turrondesuchard
@sodexterminator

Top Tweeters in G6:
@persistentpengn
@kean1s
@mrsdaig
@delarunwoman
@jbschreiber
@stevecripe57
@reeprn
@robincogan
@nursingpins
@kattrinbee

Top Tweeters in G7:
@soldier_777
@belizean_bz
@animalsholbox
@animalsbelize
@soulsdefence
@kattavernd
@paintingpaws29
@annamoor1995
@moishesmom
@srpzm0j4uxsgw0d

Top Tweeters in G8:
@seki_yo
@lizditz
@lacted
@dccc_phd
@maritahennessy
@grammar3708
@mindofandre
@carlosdelrio7
@bethlinas
@zaminiqbal

Top Tweeters in G9:
@ecigitesztek
@marting8177
@team4nature
@mihotep
@thetakeaway
@ilonakickbusch
@saludamerica
@dtdchange
@helenclarknz
@sho2da_pan

Top Tweeters in G10:
@wtop
@gambiste1
@google
@corybooker
@betty_lea
@sec
@ucla_alumni
@matthewboguske
@ftc
@amdiabetesassn


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