#NIH OR @NIH, Twitter, 7/18/2019 5:38:39 AM, 203468


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#NIH OR @NIH_2019-07-17_11-43-05.xlsx
#NIH OR @NIH_2019-07-17_11-43-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 18, 2019
Short Description:
#NIH OR @NIH via NodeXL http://bit.ly/32BaYRZ
@nih
@nihdirector
@charter4values
@polanimalaus
@dkegel
@exvaxxxer
@drshmouni
@animalsbelize
@etweeetz
@drdjllewellyn

Top hashtags:
#nih
#uwmadison
#nihinyourstate
#hiv
#alzheimers
#science
#sleep
#research
#anesthesia

Description:
Description
The graph represents a network of 5,159 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 Wednesday, 17 July 2019 at 18:45 UTC.

The requested start date was Tuesday, 16 July 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 11-day, 18-hour, 25-minute period from Thursday, 04 July 2019 at 05:35 UTC to Tuesday, 16 July 2019 at 00:01 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 : 5159
Unique Edges : 9334
Edges With Duplicates : 8910
Total Edges : 18244
Number of Edge Types : 3
Mentions : 16845
Replies to : 931
Tweet : 468
Self-Loops : 468
Reciprocated Vertex Pair Ratio : 0.0262764166822517
Reciprocated Edge Ratio : 0.0512072892938497
Connected Components : 126
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 4929
Maximum Edges in a Connected Component : 17902
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.083787
Graph Density : 0.000412437041814389
Modularity : 0.45262
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MA&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[28] https://www.nih.gov/news-events/nih-research-matters/stress-links-poverty-inflammation-heart-disease?utm_source=dlvr.it&utm_medium=twitter
[18] https://www.nih.gov/news-events/nih-research-matters/diversity-enhances-genomic-analyses?utm_source=dlvr.it&utm_medium=twitter
[18] https://www.niaid.nih.gov/news-events/nih-and-partners-launch-hiv-vaccine-efficacy-trial-americas-and-europe
[16] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MD&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[14] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MS&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[12] https://www.nih.gov/news-events/news-releases/nih-partners-launch-hiv-vaccine-efficacy-trial-americas-europe?utm_source=dlvr.it&utm_medium=twitter
[12] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MI&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[11] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=ME&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[10] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MN&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1

Top URLs in Tweet in G1:
[24] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MA&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[20] https://www.nih.gov/news-events/nih-research-matters/stress-links-poverty-inflammation-heart-disease?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.nih.gov/news-events/nih-research-matters/diversity-enhances-genomic-analyses?utm_source=dlvr.it&utm_medium=twitter
[10] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MS&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[9] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MI&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[8] https://www.nih.gov/news-events/news-releases/nih-partners-launch-hiv-vaccine-efficacy-trial-americas-europe?utm_source=dlvr.it&utm_medium=twitter
[7] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=ME&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[7] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MD&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[7] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MN&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[6] https://www.nih.gov/news-events/news-releases/nih-scientists-identify-spasm-women-endometriosis-associated-chronic-pelvic-pain?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[3] https://thebulletin.org/2017/10/neuroscience-and-the-new-weapons-of-the-mind/#.XQxZmbSwyDw.twitter
[2] https://www.globalindoorhealthnetwork.com/GIHN-papers
[2] https://www.thenation.com/article/what-slave-fourth-july-frederick-douglass/
[2] https://twitter.com/StanfordCME/status/1146202647969619968
[2] https://www.bloomberg.com/news/articles/1997-03-09/finding-a-cure-in-dna
[2] https://www.cnbc.com/amp/2018/09/14/chan-zuckerberg-initiative-what-is-it-doing-so-far.html?__twitter_impression=true
[2] https://stemcells.nih.gov/info/basics.htm
[1] http://change.org
[1] https://m.sfgate.com/news/article/Washington-s-Fourth-of-July-to-come-with-a-twist-14071097.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[1] http://Paven.us

Top URLs in Tweet in G3:
[6] https://www.nih.gov/news-events/nih-research-matters/stress-links-poverty-inflammation-heart-disease?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.nih.gov/news-events/nih-research-matters/diversity-enhances-genomic-analyses?utm_source=dlvr.it&utm_medium=twitter
[6] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MD&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[4] https://www.usajobs.gov/GetJob/ViewDetails/536668500
[4] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MA&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[4] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MS&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[3] https://directorsblog.nih.gov/2019/07/09/anesthesia-study-yields-new-insights-into-the-neuroscience-of-sleep/
[3] https://directorsblog.nih.gov/2019/07/11/fighting-cancer-with-next-gen-cell-engineering/
[3] https://irp.nih.gov/blog/post/2019/07/scientific-detour-advances-understanding-of-fatty-liver-disease
[3] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=ME&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1

Top URLs in Tweet in G4:
[2] https://2019mbs.com/call-for-abstracts/?utm_source=oc&utm_medium=various&utm_campaign=2019mbs&utm_content=abstract&utm_term=call
[2] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MA&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[2] https://go.usa.gov/xm37U
[2] https://go.usa.gov/xybrT
[2] https://www.nih.gov/news-events/news-releases/novel-method-identifies-patients-risk-hiv-who-may-benefit-prevention-strategies
[2] https://catalyst.harvard.edu/about/citingsupport?utm_source=twitter&utm_medium=Twitter&utm_campaign=Cite%20us
[1] https://www.ahajournals.org/doi/pdf/10.1161/CIRCOUTCOMES.118.004714
[1] https://www.healthaffairs.org/doi/full/10.1377/hlthaff.2018.05287#.XSjyJGpzhu8.twitter
[1] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(19)30151-2/fulltext#seccestitle10
[1] https://jamanetwork.com/journals/jamacardiology/fullarticle/2737869?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=071219#.XSiXvF0sXXg.twitter

Top URLs in Tweet in G5:
[3] https://twitter.com/4th_WaveNow/status/1111981985243766786
[2] https://mobile.twitter.com/MLaidlawMD/status/1005790356988784641
[1] https://twitter.com/BrandonMShow/status/1113074415489765381
[1] https://www.youtube.com/watch?v=z4RYl75zdMY

[1] https://www.youtube.com/watch?v=z4RYl75zdMY&feature=youtu.be

[1] https://docs.wixstatic.com/ugd/3f4f51_a929d049f7fb46c7a72c4c86ba43869a.pdf
[1] https://twitter.com/4th_WaveNow/status/1115698440854474753

Top URLs in Tweet in G6:
[2] http://usa.gov
[1] https://blog.usa.gov/decommissioning-1-usa-gov
[1] https://www.ajmc.com/newsroom/global-phase-3-study-will-determine-efficacy-of-hiv-prevention-vaccine
[1] https://www.niaid.nih.gov/news-events/nih-and-partners-launch-hiv-vaccine-efficacy-trial-americas-and-europe
[1] https://enewspaper.latimes.com/infinity/article_share.aspx?guid=f08e5463-6d78-4f09-8945-e528dfce4349
[1] https://twitter.com/adammgrant/status/1150049129348943873
[1] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=MD&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[1] https://twitter.com/WHOSTP/status/1146415238604107776
[1] https://news.psu.edu/story/580213/2019/07/11/research/using-artificial-intelligence-detect-discrimination?utm_source=newswire&utm_medium=email&utm_term=580490_HTML&utm_content=07-11-2019-23-09&utm_campaign=Penn%20State%20Today
[1] https://www.youtube.com/watch?v=hAy9RWut_Ak


Top URLs in Tweet in G7:
[2] https://www.purdue.edu/newsroom/releases/2019/Q3/purdue-generates-more-than-a-half-billion-dollars-in-research-funding-this-year.html
[1] https://twitter.com/morningedition/status/1150887513080229888
[1] http://r.socialstudio.radian6.com/58dae179-a2df-49d2-a148-a6939d3d8d4a
[1] https://twitter.com/krwedemeyer/status/1147927625085542401
[1] https://docs.wixstatic.com/ugd/3a2c72_070d2872fbad4a24b4527dd4c66a675f.pdf
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC387434/
[1] https://www.hopkinsmedicine.org/news/newsroom/news-releases/john-hopkins-research-focused-on-early-stage-bladder-cancer-wins-32-million-federal-grant
[1] https://www.hopkinsmedicine.org/news/newsroom/news-releases/johns-hopkins-research-focused-on-early-stage-bladder-cancer-wins-32-million-federal-grant
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/28439108/

Top URLs in Tweet in G8:
[4] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/time-end-manel-tradition
[2] http://www.cihr-irsc.gc.ca/e/51566.html
[1] https://www.fic.nih.gov/News/GlobalHealthMatters/may-june-2019/Pages/warwick-anderson-hfsp.aspx
[1] https://grants.nih.gov/grants/guide/notice-files/NOT-TW-19-005.html
[1] https://www.nih.gov/news-events/news-releases/novel-method-identifies-patients-risk-hiv-who-may-benefit-prevention-strategies?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.fic.nih.gov/News/GlobalHealthMatters/may-june-2019/Pages/hiv-aids-grant-awards-research-training-stigma.aspx
[1] https://directorsblog.nih.gov/2019/06/20/farrar-delivers-barmes-lecture/
[1] https://videocast.nih.gov/Summary.asp?File=27620&bhcp=1
[1] https://www.fic.nih.gov/News/GlobalHealthMatters/may-june-2019/Pages/nih-universal-flu-vaccine-human-trials.aspx
[1] https://www.nih.gov/news-events/news-releases/nih-partners-launch-hiv-vaccine-efficacy-trial-americas-europe

Top URLs in Tweet in G9:
[1] https://twitter.com/ksadtler/status/1149741965887647745
[1] https://www.drugabuse.gov/related-topics/trends-statistics/overdose-death-rates
[1] https://twitter.com/freddyeescorcia/status/1066794846990622721
[1] https://bit.ly/2LMEznp?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://ncats.nih.gov/events
[1] https://www.eventbrite.com/e/forecasting-costs-for-preserving-and-promoting-access-to-biomedical-data-registration-62920429699
[1] https://www.imagwiki.nibib.nih.gov/msm-consortium/2019-ml-msm
[1] https://www.forbes.com/sites/brucelee/2016/10/12/the-one-thing-to-do-to-stop-the-obesity-epidemic/#623d25536046
[1] https://www.whitehouse.gov/briefings-statements/president-donald-j-trump-announces-recipients-presidential-early-career-award-scientists-engineers/?utm_source=link&utm_medium=header

Top URLs in Tweet in G10:
[2] https://www.urologytimes.com/article/novel-us-ablation-therapy-shows-significant-psa-effect
[2] https://www.outsourcing-pharma.com/Article/2019/07/04/Lovelace-awarded-20m-contract-with-NIH-to-lead-disease-model-research-collaboration
[1] https://www.academyhealth.org/page/2019-di-call-abstracts
[1] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/time-end-manel-tradition
[1] https://nexus.od.nih.gov/all/2019/06/25/breaches-of-peer-review-integrity/
[1] https://grants.nih.gov/policy/inclusion/lifespan.htm
[1] https://grants.nih.gov/grants/how-to-apply-application-guide/forms-e/general/g.500-phs-human-subjects-and-clinical-trials-information.htm#2.4
[1] https://acir.org/weekly-digests/2019/july/tox-is-so-exhausting
[1] https://www.jax.org/news-and-insights/2019/july/jax-lovelace-grant
[1] https://nexus.od.nih.gov/all/2019/05/21/outcomes-for-nih-loan-repayment-program-awardees-a-preliminary-look/

Top Domains
Top Domains in Tweet in Entire Graph:
[474] nih.gov
[185] twitter.com
[32] usa.gov
[24] youtube.com
[18] cornell.edu
[18] umich.edu
[11] usajobs.gov
[11] nature.com
[10] independentmediainstitute.org
[9] spinics.net

Top Domains in Tweet in G1:
[220] nih.gov
[49] twitter.com
[18] umich.edu
[6] oup.com
[5] cornell.edu
[5] youtube.com
[4] nature.com
[4] faes.org
[4] tinyurl.com
[3] usa.gov

Top Domains in Tweet in G2:
[29] twitter.com
[11] nih.gov
[3] bloomberg.com
[3] nytimes.com
[3] thebulletin.org
[3] cnbc.com
[2] jamanetwork.com
[2] globalindoorhealthnetwork.com
[2] thenation.com
[1] change.org

Top Domains in Tweet in G3:
[124] nih.gov
[35] twitter.com
[11] usa.gov
[11] usajobs.gov
[6] youtube.com
[3] clinicaltrials.gov
[2] bit.ly
[2] ucdenver.edu
[2] nccor.org
[2] childrensinn.org

Top Domains in Tweet in G4:
[9] nih.gov
[9] usa.gov
[6] twitter.com
[3] 2019mbs.com
[2] jamanetwork.com
[2] harvard.edu
[1] ahajournals.org
[1] healthaffairs.org
[1] thelancet.com
[1] livestream.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] youtube.com
[1] wixstatic.com

Top Domains in Tweet in G6:
[3] usa.gov
[3] nih.gov
[3] twitter.com
[1] ajmc.com
[1] latimes.com
[1] psu.edu
[1] youtube.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] purdue.edu
[2] nih.gov
[2] hopkinsmedicine.org
[1] radian6.com
[1] wixstatic.com

Top Domains in Tweet in G8:
[14] nih.gov
[4] twitter.com
[2] gc.ca

Top Domains in Tweet in G9:
[2] twitter.com
[2] nih.gov
[1] drugabuse.gov
[1] bit.ly
[1] eventbrite.com
[1] forbes.com
[1] whitehouse.gov

Top Domains in Tweet in G10:
[6] nih.gov
[2] urologytimes.com
[2] twitter.com
[2] outsourcing-pharma.com
[1] academyhealth.org
[1] acir.org
[1] jax.org
[1] clinicaltrials.gov
[1] po.st
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[975] nih
[247] uwmadison
[184] nihinyourstate
[84] hiv
[60] alzheimers
[58] science
[54] sleep
[53] research
[45] anesthesia
[43] dementia



Top Hashtags in Tweet in G1:
[160] nih
[135] nihinyourstate
[24] massachusetts
[22] b_cell_signaling
[22] cellfate_determination
[16] hiv
[15] cancer
[12] rnaresearch
[11] michigan
[10] mississippi

Top Hashtags in Tweet in G2:
[30] nih
[25] lifestyle
[25] genetic
[25] dementia
[25] exeterdementia
[13] breakupbigtech
[11] poetry
[11] creativity
[11] humanities
[11] digitalhumanities

Top Hashtags in Tweet in G3:
[182] nih
[44] sleep
[42] anesthesia
[37] insomnia
[28] nihinyourstate
[9] jobs
[8] science
[7] neuroscience
[7] publichealth
[7] acupuncture

Top Hashtags in Tweet in G4:
[21] nih
[16] mitochondrial
[10] nhlbi
[9] heart
[9] lung
[9] blood
[8] dissemination
[8] hiv
[7] implementation
[7] hypertension

Top Hashtags in Tweet in G6:
[26] pecase
[6] nih
[4] openaccess
[3] hiv
[2] chipsinspace
[2] organsonchips
[2] lampegroup
[2] nlmhisttalk
[2] histmed
[1] ias2019

Top Hashtags in Tweet in G7:
[8] synbio
[4] cte
[2] bladdercancer
[2] hivresearch
[2] findacure
[2] aidswalksf
[2] ucsfstandsup
[2] universities
[2] purdue150
[2] takegiantleaps

Top Hashtags in Tweet in G8:
[12] nih
[12] globalhealth
[9] manel
[8] manels
[7] genderequity
[6] research
[6] hiv
[5] science
[4] lmics
[4] neurosurgery

Top Hashtags in Tweet in G9:
[12] nstc
[10] nih
[8] academictwitter
[8] cihr
[8] writingtips
[8] grantwriting
[8] ecrchat
[7] amwriting
[5] machinelearning
[5] jcore

Top Hashtags in Tweet in G10:
[4] tox
[4] tcell
[3] nih
[2] manels
[2] womeninmedicine
[1] ev2action
[1] dca
[1] heartfailure
[1] maggic
[1] research

Top Words
Top Words in Tweet in Entire Graph:
[3429] Words in Sentiment List#1: Positive
[3384] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[114234] Non-categorized Words
[121048] Total Words
[3432] nih
[964] #nih
[964] research
[906] peta
[591] experiments

Top Words in Tweet in G1:
[1605] nih
[902] peta
[415] help
[413] experiments
[378] research
[371] being
[359] social
[356] monkeys
[356] down
[354] baby

Top Words in Tweet in G2:
[270] realdonaldtrump
[224] nih
[222] speakerpelosi
[212] uspaven
[209] adamschiff
[203] approvedrepubl1
[202] pavensherlock
[200] chochajohn
[189] klinechris3
[164] nicholastaingu1

Top Words in Tweet in G3:
[351] nih
[180] research
[172] #nih
[159] nihdirector
[91] s
[84] more
[65] dr
[59] program
[55] years
[55] director

Top Words in Tweet in G4:
[114] nih
[69] nih_nhlbi
[58] nhlbi_translate
[40] research
[32] s
[32] poster
[25] dr
[23] meeting
[21] study
[21] today

Top Words in Tweet in G5:
[165] nih
[139] mlaidlawmd
[97] 8
[91] old
[90] testosterone
[88] young
[87] years
[86] being
[86] girls
[86] funded

Top Words in Tweet in G6:
[71] nih
[57] nsf
[33] s_ramach
[33] hhsgov
[29] nasa
[29] research
[26] #pecase
[26] very
[25] mclneuro
[25] thankful

Top Words in Tweet in G7:
[43] nih
[14] admit
[12] melissagallico
[11] new
[11] funding
[11] year
[9] more
[9] research
[9] bu_tweets
[8] health

Top Words in Tweet in G8:
[22] fogarty_nih
[19] dr
[19] nih
[15] racgp
[14] nihdirector
[13] manelwatchau
[12] today
[12] #nih
[12] #globalhealth
[11] cihr_irsc

Top Words in Tweet in G9:
[72] nih
[43] nibibgov
[30] ksadtler
[19] s
[17] whostp
[16] today
[15] research
[14] congratulations
[14] meeting
[12] second

Top Words in Tweet in G10:
[42] nih
[15] research
[14] drdaleneedham
[12] new
[11] rct
[10] sccm
[9] exersidesicu
[9] 1
[9] penn
[9] k8courtright

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[356] shut,down
[354] social,media
[353] baby,monkeys
[351] nih,experiments
[350] monkeys,screamed
[350] screamed,being
[350] being,tormented
[350] tormented,nih
[350] experiments,peta
[350] peta,used

Top Word Pairs in Tweet in G1:
[352] shut,down
[351] baby,monkeys
[350] social,media
[348] monkeys,screamed
[348] screamed,being
[348] being,tormented
[348] tormented,nih
[348] nih,experiments
[348] experiments,peta
[348] peta,used

Top Word Pairs in Tweet in G2:
[209] realdonaldtrump,adamschiff
[209] adamschiff,speakerpelosi
[164] uspaven,realdonaldtrump
[156] pavensherlock,uspaven
[124] speakerpelosi,senfein
[119] nicholastaingu1,approvedrepubl1
[97] approvedrepubl1,chochajohn
[93] chochajohn,pavensherlock
[93] klinechris3,nicholastaingu1
[85] speakerpelosi,senfeinstein

Top Word Pairs in Tweet in G3:
[38] millions,americans
[37] americans,battle
[37] battle,#insomnia
[37] #insomnia,read
[37] read,research
[37] research,#anesthesia
[37] #anesthesia,revealing
[37] revealing,more
[37] more,#sleep
[37] next,generation

Top Word Pairs in Tweet in G4:
[16] k,r01
[16] poster,ready
[16] ready,share
[16] share,#mitochondrial
[16] #mitochondrial,biology
[16] biology,research
[16] research,experts
[16] experts,field
[16] field,present
[16] present,poster

Top Word Pairs in Tweet in G5:
[87] 8,years
[87] years,old
[84] testosterone,being
[84] being,injected
[84] injected,girls
[84] girls,young
[84] young,8
[84] old,uncovered
[84] uncovered,foia
[84] foia,nih

Top Word Pairs in Tweet in G6:
[47] nih,nsf
[27] nsf,nasa
[24] love,peeps
[24] peeps,showing
[24] showing,stempride
[24] stempride,painfully
[24] painfully,aware
[24] aware,nih
[24] nasa,federal
[24] learned,named

Top Word Pairs in Tweet in G7:
[8] purdue,university
[8] university,produced
[8] produced,more
[8] more,half
[8] half,billion
[8] billion,dollars
[8] dollars,research
[8] research,funding
[8] funding,fiscal
[8] fiscal,year

Top Word Pairs in Tweet in G8:
[9] cihr_irsc,nserc_crsng
[9] nserc_crsng,sshrc_crsh
[8] nih,fogarty_nih
[8] nihdirector,challenged
[8] challenged,leaders
[8] leaders,decline
[8] decline,#manel
[8] #manel,invitations
[8] invitations,today
[8] today,canada's

Top Word Pairs in Tweet in G9:
[27] nibibgov,nih
[20] ksadtler,nibibgov
[12] #nstc,joint
[12] joint,committee
[12] committee,research
[12] research,environments
[11] today,s
[8] #academictwitter,#cihr
[8] #cihr,#nih
[8] #nih,#writingtips

Top Word Pairs in Tweet in G10:
[8] july,1
[7] huge,congrats
[7] congrats,k8courtright
[7] k8courtright,becoming
[7] becoming,assistant
[7] assistant,professor
[7] professor,july
[7] 1,joins
[7] joins,paircenter
[7] paircenter,core

Top Replied-To
Top Replied-To in Entire Graph:
@peta
@nih
@sentoomey
@klinechris3
@ksadtler
@map_major
@mlaidlawmd
@nicholastaingu1
@mward04
@jerrymoran

Top Replied-To in G1:
@peta
@nih
@mward04
@harvilleemily
@serdundon
@ludoviiic
@tameulion
@labvogeli
@caesoma
@ariellelbaker

Top Replied-To in G2:
@klinechris3
@nicholastaingu1
@pavensherlock
@cnbc
@chochajohn
@approvedrepubl1
@motorious_tv
@ecceveryday
@sentoomey
@nyxpooka

Top Replied-To in G3:
@seanm_wu
@kirstin_manges
@ruthmcreber
@eladsharonmd
@cindybveldhuis
@cbsieberg_phd
@nih
@cjstreed
@mloxton
@nih_bear

Top Replied-To in G4:
@dkegel
@lindsaylohan
@docstrom
@nhlbi_translate
@senfeinstein
@spjuraschek
@jordy_bc
@robine_rd
@drsusannasif
@nih_nhlbi

Top Replied-To in G5:
@mlaidlawmd
@samuel_z_daht
@common_senseco
@bittertonic
@jessicazoeb
@cave_art_films
@4th_wavenow
@alongfarther
@steve3556

Top Replied-To in G6:
@s_ramach
@griz1
@christine_m_le
@drugmonkeyblog
@helpendhiv
@johngleekson
@jdavidjentsch
@spasmunkey
@wmwuest
@mclneuro

Top Replied-To in G7:
@melissagallico
@rashidatlaib
@wb_barr
@robles_jdaniel
@takethatdoctors
@jeremiahycohen
@mokhalillab

Top Replied-To in G8:
@manelwatchau
@nih
@jwoodgett
@picardonhealth
@amycorderoy
@forrest_kirsty

Top Replied-To in G9:
@ksadtler
@darren_lipomi
@chadgonczyhpb
@globalobesity
@gulleyj1
@al_volkening
@dr_asingh
@bdcosgrove
@lizwaynephd
@drsadhanaj

Top Replied-To in G10:
@iwashyna
@katewbauer
@drmeganhoseyphd
@drdaleneedham
@allabouttfs
@scotthalpernmd

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@peta
@realdonaldtrump
@speakerpelosi
@nihdirector
@adamschiff
@uspaven
@approvedrepubl1
@pavensherlock
@chochajohn

Top Mentioned in G1:
@nih
@peta
@facebook
@umich
@wipo
@umasslowell
@danielbolnick
@umichresearch
@thenci
@umisr

Top Mentioned in G2:
@realdonaldtrump
@speakerpelosi
@nih
@adamschiff
@uspaven
@approvedrepubl1
@pavensherlock
@chochajohn
@klinechris3
@nicholastaingu1

Top Mentioned in G3:
@nih
@nihdirector
@niehs
@nih_lrp
@nigms
@irpatnih
@ncats_nih_gov
@nih_nccih
@nih_nhlbi
@thechildrensinn

Top Mentioned in G4:
@nih
@nih_nhlbi
@nhlbi_translate
@mit
@gatesfoundation
@j_a_c_s
@harvardnorc1
@brodericklabfes
@fstanfordmd
@hpv_research

Top Mentioned in G5:
@nih
@mlaidlawmd
@gnc_centric
@my_real_name
@4th_wavenow
@cave_art_films
@will_malone
@bittertonic
@jessicazoeb
@samuel_z_daht

Top Mentioned in G6:
@nih
@nsf
@hhsgov
@nasa
@mclneuro
@s_ramach
@nigms
@raicestexas
@ppfa
@uofcalifornia

Top Mentioned in G7:
@nih
@melissagallico
@bu_tweets
@mercola
@unhealthytruth
@hopkinsmedicine
@research_purdue
@nrdc
@ewg
@childrenshd

Top Mentioned in G8:
@fogarty_nih
@nih
@nihdirector
@cihr_irsc
@manelwatchau
@nserc_crsng
@sshrc_crsh
@racgp
@shoffmania
@amycorderoy

Top Mentioned in G9:
@nih
@nibibgov
@whostp
@dhsgov
@ksadtler
@ncats_nih_gov
@ucsandiego
@ucsdjacobs
@nano_ucsd
@nihdirector

Top Mentioned in G10:
@nih
@sccm
@drdaleneedham
@exersidesicu
@penn
@k8courtright
@paircenter
@jhartmd
@pennmedicine
@lovelacebio

Top Tweeters
Top Tweeters in Entire Graph:
@animalsholbox
@animalsbelize
@trackingpaws
@evankirstel
@saragomezaranci
@ottlegalrebels
@asher_wolf
@thehill
@blanca_mar2004
@vipmediaevent

Top Tweeters in G1:
@saragomezaranci
@vipmediaevent
@waweru
@robinmcouch
@baronianconsult
@the_evil_barbie
@peta
@gracielasomma
@rt_com
@tprasadspeaks

Top Tweeters in G2:
@lovetogive2
@business
@bostonglobe
@nytimes
@washingtonpost
@bbcworld
@cnbc
@wsj
@andrewmorrisuk
@financialtimes

Top Tweeters in G3:
@ottlegalrebels
@thehill
@sueleugers
@blackphysicists
@shalisa_renee
@raygibbs1
@815wrldtrvlr
@saludhealthinfo
@pkanagaratnam
@alisyngayle

Top Tweeters in G4:
@calvinswine905
@dnaed_tech
@copd_research
@grawoig
@nursingdean
@dccc_phd
@blondescientist
@dkegel
@worldbank
@eatyourselfcool

Top Tweeters in G5:
@rattlecans
@real_dr_roy
@gracebrodie
@gencritgreen
@dml74
@sassy_parent
@munkihanger
@maritgaimster
@yona1959
@my_real_name

Top Tweeters in G6:
@drugmonkeyblog
@ayirpelle
@chemjobber
@stephaniekays
@cd_fuller
@nobrtshnyobjs
@thecube
@mrhunsaker
@drmlb
@miriamkp

Top Tweeters in G7:
@threadreaderapp
@zardoz420wpn
@kavn
@rosevine3
@oteachjohn
@thegopjesus
@npr
@concernedmom9
@kenn_qbe
@butchymclarty

Top Tweeters in G8:
@asher_wolf
@globeandmail
@croakeyblog
@ibjiyongi
@picardonhealth
@astrokatie
@heathersmithau
@mveg001
@womensciaust
@jwoodgett

Top Tweeters in G9:
@nxtstop1
@pash22
@academicchatter
@dhambrick63
@jbbc
@epatientdave
@vickyyyf
@statedept
@laconic_doc
@drsandvika

Top Tweeters in G10:
@westr
@trishgreenhalgh
@drdaleneedham
@penn
@danafarber
@mdandersonnews
@h_s_global
@urology_bio
@sikkha
@amerurological


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