#NIH OR @NIH, Twitter, 6/19/2019 9:19:26 PM, 200509


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#NIH OR @NIH_2019-06-19_11-43-05.xlsx
#NIH OR @NIH_2019-06-19_11-43-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2019
Short Description:
#NIH OR @NIH via NodeXL http://bit.ly/2XZdhvD
@nih
@nihdirector
@mbeisen
@charter4values
@juliesilvermd
@nhlbi_translate
@rephoulahan
@nih_nhlbi
@diabetesgap
@guiltfreetips

Top hashtags:
#manel
#nih
#manels
#womeninmedicine
#childreninadversity
#uwmadison

Description:
Description
The graph represents a network of 5,203 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, 19 June 2019 at 18:44 UTC.

The requested start date was Tuesday, 18 June 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 5-day, 2-hour, 32-minute period from Wednesday, 12 June 2019 at 21:23 UTC to Monday, 17 June 2019 at 23:55 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 : 5203
Unique Edges : 8193
Edges With Duplicates : 5617
Total Edges : 13810
Number of Edge Types : 3
Mentions : 12935
Replies to : 628
Tweet : 247
Self-Loops : 247
Reciprocated Vertex Pair Ratio : 0.0199091105821251
Reciprocated Edge Ratio : 0.0390409505622746
Connected Components : 97
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 5035
Maximum Edges in a Connected Component : 13589
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.231806
Graph Density : 0.000348259732152575
Modularity : 0.507397
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[205] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/time-end-manel-tradition
[42] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html
[18] https://www.youtube.com/embed/du8EDE26FPI
[15] https://www.nih.gov/news-events/news-releases/niaid-scientists-develop-mini-brain-model-human-prion-disease?utm_source=dlvr.it&utm_medium=twitter
[14] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=CA&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[14] https://twitter.com/nihdirector/status/1138846787567988737
[12] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html?smtyp=cur&smid=tw-nytimes
[12] https://twitter.com/nih/status/1138826796219162625
[11] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=CO&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[9] https://twitter.com/NIHDirector/status/1138846787567988737

Top URLs in Tweet in G1:
[34] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/time-end-manel-tradition
[8] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html
[4] https://twitter.com/nih/status/1138826796219162625
[4] https://twitter.com/nihdirector/status/1138846787567988737
[4] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html?smid=nytcore-ios-share
[3] https://www.washingtonpost.com/health/nih-director-will-no-longer-speak-on-all-male-science-panels/2019/06/12/fe3b6386-8d2c-11e9-adf3-f70f78c156e8_story.html
[3] https://twitter.com/jamesissocial/status/1139244427111739392
[2] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/ensuring-integrity-longevity-strength-biomedical-research-enterprise
[2] https://acd.od.nih.gov/documents/presentations/06132019Harassment.pdf
[2] https://twitter.com/NIHDirector/status/1138846787567988737

Top URLs in Tweet in G2:
[146] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/time-end-manel-tradition
[15] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html
[11] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html?smtyp=cur&smid=tw-nytimes
[9] https://www.nih.gov/news-events/news-releases/niaid-scientists-develop-mini-brain-model-human-prion-disease?utm_source=dlvr.it&utm_medium=twitter
[8] https://twitter.com/NYTHealth/status/1140437845112446976
[7] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=CA&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[6] https://twitter.com/nihdirector/status/1138846787567988737
[5] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=CO&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[5] https://twitter.com/juliesilvermd/status/1138876262544359424
[4] https://www.washingtonpost.com/health/nih-director-will-no-longer-speak-on-all-male-science-panels/2019/06/12/fe3b6386-8d2c-11e9-adf3-f70f78c156e8_story.html

Top URLs in Tweet in G3:
[15] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/time-end-manel-tradition
[4] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html
[4] https://secure.everyaction.com/_L5JXXWl7kqG6eq98coYXA2
[4] https://twitter.com/NIH/status/1138826796219162625
[4] https://www.sciencemag.org/news/2019/06/house-democrats-move-block-part-trump-s-fetal-tissue-policy
[2] https://twitter.com/nih/status/1138826796219162625
[2] https://www.sciencemag.org/news/2019/06/nih-should-ask-both-institutions-and-investigators-report-sexual-harassment-findings
[2] https://twitter.com/nigmstraining/status/1138153248517287936
[2] https://acd.od.nih.gov/documents/presentations/06132019HarassmentB.pdf
[2] https://videocast.nih.gov/Summary.asp?File=27548&bhcp=1

Top URLs in Tweet in G4:
[4] http://clinicaltrials.gov
[4] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html
[4] https://www.nbcnews.com/health/health-news/u-s-death-rates-suicides-alcohol-drug-overdoses-reach-all-n1016216
[3] https://www.globalindoorhealthnetwork.com/GIHN-papers
[3] https://www.washingtonexaminer.com/opinion/op-eds/nih-fetal-experimentation-funding-sponsors-infanticide
[3] https://twitter.com/ErmaWhipple/status/1138969825785651200
[2] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=CO&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[2] https://25pillsaday.com/
[2] https://www.fiercehealthcare.com/tech/oig-found-cybersecurity-gaps-nih-s-all-us-precision-medicine-research-project
[2] https://www.bloomberg.com/news/features/2019-06-13/the-u-s-is-purging-chinese-americans-from-top-cancer-research

Top URLs in Tweet in G5:
[1] http://revisionisthistory.com/episodes/28-the-imaginary-crimes-of-margit-hamosh
[1] https://twitter.com/josh_brickman/status/1140535474039197697
[1] http://philippians-1-20.us/nebert.htm
[1] https://giginon.com/2018/06/no-kate-spade-wasnt-selfish-or-weak-now-lets-have-a-real-discussion-about-suicide/
[1] https://www.nature.com/articles/d41586-019-01787-2

Top URLs in Tweet in G6:
[4] https://www.bloomberg.com/news/features/2019-06-13/the-u-s-is-purging-chinese-americans-from-top-cancer-research
[3] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/time-end-manel-tradition
[2] https://twitter.com/NIHDirector/status/1138846787567988737
[2] https://irp.nih.gov/blog/post/2019/06/tracing-the-pathway-from-skin-irritation-to-itching
[2] https://www.nih.gov/news-events/news-releases/niaid-scientists-develop-mini-brain-model-human-prion-disease?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/virginiambyrne/status/1140377979090087936
[2] https://www.eventbrite.com/e/symptom-science-center-a-resource-for-precision-health-tickets-58816217891?aff=socialmedia
[2] https://qz.com/1617362/scientists-now-recognize-another-form-of-dementia-called-late/
[1] https://news.fsu.edu/news/health-medicine/2019/06/14/researchers-discovery-could-lead-to-improved-therapies-for-duchenne-muscular-dystrophy/
[1] https://www.nih.gov/news-events/news-releases/nih-developed-technique-prevents-obstruction-heart-valve-replacement

Top URLs in Tweet in G7:
[3] https://go.usa.gov/xmeyX
[2] https://go.usa.gov/xEkJk
[2] https://www.nih.gov/about-nih/who-we-are/nih-director/statements/time-end-manel-tradition
[1] http://adminrecords.ucsd.edu/Notices/2019/2019-6-14-3.html
[1] https://go.usa.gov/xmu7A
[1] https://twitter.com/JAMA_current/status/1139200767187922945
[1] https://go.usa.gov/xEzfy
[1] https://go.usa.gov/xm37U
[1] https://go.usa.gov/xyqBq
[1] https://twitter.com/genome_gov/status/1139504511578492928

Top URLs in Tweet in G8:
[18] https://www.youtube.com/embed/du8EDE26FPI
[7] https://www.childreninadversity.gov/strategy
[5] https://www.childreninadversity.gov/news-stories/launch
[4] https://videocast.nih.gov/summary.asp?live=33272&bhcp=1
[4] https://www.childreninadversity.gov/
[4] https://videocast.nih.gov/
[2] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=CA&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[2] https://report.nih.gov/award/index.cfm?ot=&fy=2018&state=CO&ic=&fm=&orgid=&distr=&rfa=&pid=#tab1
[2] https://go.usa.gov/xmtdK
[2] https://grants.nih.gov/grants/guide/notice-files/NOT-OD-19-111.html

Top URLs in Tweet in G9:
[4] https://www.nih.gov/mecfs/funding
[3] https://www.nytimes.com/2019/06/12/health/collins-male-science-panels.html
[2] http://www.washingtonpost.com/health/nih-director-will-no-longer-speak-on-all-male-science-panels/2019/06/12/fe3b6386-8d2c-11e9-adf3-f70f78c156e8_story.html
[2] https://twitter.com/nih/status/1138826796219162625
[2] https://twitter.com/NIHDirector/status/1138846787567988737
[2] https://twitter.com/nihdirector/status/1138846787567988737
[2] https://www.natlawreview.com/article/oig-work-plan-monthly-updates-march-may-2019
[2] https://www.drugabuse.gov/
[2] https://www.drugabuse.gov/es/en-espanol
[2] https://www.sciencemag.org/news/2019/06/powerful-us-senator-calls-vetting-nih-grantees-hearing-foreign-influences

Top URLs in Tweet in G10:
[1] https://news.uams.edu/2019/06/12/uams-developed-cytophone-detects-melanoma-in-earliest-stages-could-prevent-fatal-disease-spread/
[1] https://twitter.com/adamhrv/status/1140529606795173888
[1] https://twitter.com/sarah_k_mock/status/1139246897884028931
[1] https://grants.nih.gov/grants/funding/r15.htm
[1] https://era.nih.gov/sites/default/files/Deciphering_NIH_Application.pdf
[1] https://www.citizenscience.gov/
[1] https://www.nhlbi.nih.gov/science/data-storage-toolspace-access-and-analytics-big-data-empowerment-datastage
[1] https://www.training.nih.gov/data_science_summer
[1] https://www.qeios.com
[1] http://www.geo.brown.edu/research/Fox-Kemper/people/foxkemper/

Top Domains
Top Domains in Tweet in Entire Graph:
[450] nih.gov
[222] twitter.com
[73] nytimes.com
[32] youtube.com
[24] washingtonpost.com
[21] usa.gov
[16] childreninadversity.gov
[16] nbcnews.com
[15] sciencemag.org
[11] thehill.com

Top Domains in Tweet in G1:
[53] nih.gov
[19] twitter.com
[15] nytimes.com
[6] washingtonpost.com
[2] medicalxpress.com
[1] statnews.com
[1] bit.ly
[1] usa.gov
[1] cancer.gov
[1] npr.org

Top Domains in Tweet in G2:
[240] nih.gov
[67] twitter.com
[30] nytimes.com
[11] washingtonpost.com
[5] usa.gov
[5] thehill.com
[5] nbcnews.com
[3] sciencemag.org
[3] nature.com
[3] sciencedaily.com

Top Domains in Tweet in G3:
[26] twitter.com
[23] nih.gov
[8] sciencemag.org
[7] bgov.com
[6] nytimes.com
[4] everyaction.com
[3] psmag.com
[2] medpagetoday.com
[2] thehill.com
[1] buzzfeednews.com

Top Domains in Tweet in G4:
[18] nih.gov
[13] twitter.com
[7] nytimes.com
[6] nbcnews.com
[5] clinicaltrials.gov
[4] change.org
[3] globalindoorhealthnetwork.com
[3] washingtonexaminer.com
[3] bloomberg.com
[2] 25pillsaday.com

Top Domains in Tweet in G5:
[1] revisionisthistory.com
[1] twitter.com
[1] philippians-1-20.us
[1] giginon.com
[1] nature.com

Top Domains in Tweet in G6:
[18] nih.gov
[12] twitter.com
[4] bloomberg.com
[2] biorxiv.org
[2] eventbrite.com
[2] qz.com
[1] fsu.edu
[1] northeastern.edu
[1] npr.org
[1] jamanetwork.com

Top Domains in Tweet in G7:
[10] usa.gov
[9] nih.gov
[6] twitter.com
[1] ucsd.edu
[1] u-prevent.com
[1] biomedcentral.com
[1] ethndis.org
[1] onlinejacc.org
[1] healthaffairs.org
[1] sciencedirect.com

Top Domains in Tweet in G8:
[21] youtube.com
[19] nih.gov
[16] childreninadversity.gov
[10] twitter.com
[4] usa.gov
[2] lnkd.in
[1] medium.com
[1] bit.ly
[1] uta.edu
[1] nbcnews.com

Top Domains in Tweet in G9:
[13] twitter.com
[13] nih.gov
[4] drugabuse.gov
[3] washingtonpost.com
[3] nytimes.com
[3] spinics.net
[2] thehill.com
[2] natlawreview.com
[2] nbcnews.com
[2] youtube.com

Top Domains in Tweet in G10:
[4] nih.gov
[3] twitter.com
[1] uams.edu
[1] citizenscience.gov
[1] qeios.com
[1] brown.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1532] manel
[691] nih
[378] manels
[77] womeninmedicine
[62] childreninadversity
[52] uwmadison
[41] nihinyourstate
[35] womeninstem
[28] braininitiative
[27] sleep



Top Hashtags in Tweet in G1:
[1407] manel
[88] nih
[31] manels
[16] takeahikenih
[7] womeninscience
[6] braini
[5] womeninmedicine
[5] womeninstem
[4] ai
[4] genderequity

Top Hashtags in Tweet in G2:
[178] manels
[173] nih
[20] womeninmedicine
[19] manel
[18] nihinyourstate
[15] womeninstem
[11] hela
[9] awshackathon
[9] awspssummit
[8] ciencia

Top Hashtags in Tweet in G3:
[135] manels
[70] nih
[50] womeninmedicine
[33] manel
[20] acd
[12] beethical
[12] metoostem
[9] needherscience
[9] sexualharassment
[8] nihacd

Top Hashtags in Tweet in G4:
[29] nih
[10] mecfs
[10] flu
[7] darpa
[6] nihinyourstate
[6] dod
[6] dualuse
[5] manels
[4] stemcell
[4] manel

Top Hashtags in Tweet in G5:
[11] manel
[2] manels

Top Hashtags in Tweet in G6:
[25] nih
[10] manel
[5] duchenne
[5] womeninstem
[5] globalhealth
[5] oxytocin
[4] thankstoscience
[4] lcsm
[4] manels
[4] alzheimers

Top Hashtags in Tweet in G7:
[22] nih
[22] sleep
[16] nhlbi
[15] sleepdisorders
[9] manels
[6] heart
[6] vascular
[5] manel
[5] sleep2019
[4] ase2019

Top Hashtags in Tweet in G8:
[62] childreninadversity
[26] nih
[22] braininitiative
[12] brain
[9] studybrain
[6] me
[6] dod
[5] nihinyourstate
[4] forthepeople
[4] socialservice

Top Hashtags in Tweet in G9:
[81] nih
[16] uwmadison
[6] research
[4] mecfs
[3] manel
[3] healthcare
[3] manels
[2] womeninscience
[2] ama
[2] nursing

Top Hashtags in Tweet in G10:
[12] biodatasharing
[4] radiation
[3] asbmbimage
[3] radiationbiology
[3] metabolomic
[2] stenterprise
[2] security
[2] fair
[2] policy
[2] coding

Top Words
Top Words in Tweet in Entire Graph:
[4280] Words in Sentiment List#1: Positive
[2509] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[115753] Non-categorized Words
[122542] Total Words
[2578] nih
[1915] nihdirector
[1582] now
[1566] speaking
[1544] public

Top Words in Tweet in G1:
[1563] nihdirector
[1412] public
[1407] #manel
[1407] speaking
[1404] ending
[1402] top
[1401] now
[1401] events
[1400] expect
[1400] level

Top Words in Tweet in G2:
[853] nih
[283] director
[178] #manels
[173] #nih
[156] against
[144] stand
[143] takes
[110] research
[89] s
[82] panels

Top Words in Tweet in G3:
[378] nih
[135] #manels
[125] juliesilvermd
[116] nihdirector
[70] panels
[67] thank
[65] #nih
[50] #womeninmedicine
[50] harassment
[49] speakers

Top Words in Tweet in G4:
[181] nih
[122] realdonaldtrump
[86] speakerpelosi
[83] senfeinstein
[81] housegop
[79] uspaven
[79] adamschiff
[76] approvedrepubl1
[72] hhsgov
[72] pavensherlock

Top Words in Tweet in G5:
[330] mbeisen
[247] sorry
[200] father's
[196] angry
[194] day
[193] t
[189] expressing
[189] something
[189] long
[188] somewhat

Top Words in Tweet in G6:
[137] nih
[46] nihdirector
[38] niehs
[35] pjensen_lab
[30] 2
[25] thenci
[25] #nih
[25] projects
[24] available
[24] positions

Top Words in Tweet in G7:
[81] nih
[42] health
[41] nih_nhlbi
[39] nhlbi_translate
[31] nihdirector
[31] dr
[30] research
[30] chronic
[27] francis
[27] collins

Top Words in Tweet in G8:
[200] nih
[141] cdcgov
[62] #childreninadversity
[54] usaid
[54] s
[53] usdol
[53] peacecorps
[53] statedept
[53] pepfar
[48] new

Top Words in Tweet in G9:
[81] #nih
[20] more
[16] cruel
[16] useless
[16] experiments
[16] done
[16] #uwmadison
[16] receive
[16] 3
[16] million

Top Words in Tweet in G10:
[57] nih
[27] nsf
[24] data
[12] #biodatasharing
[11] dr
[10] research
[8] federal
[8] types
[7] stephaniepaxson
[7] nasa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1503] starting,now
[1492] ending,#manel
[1492] level,playing
[1492] playing,field
[1491] expect,level
[1490] #manel,begins
[1490] begins,top
[1490] top,starting
[1490] now,expect
[1490] field,public

Top Word Pairs in Tweet in G1:
[1399] ending,#manel
[1399] #manel,begins
[1399] begins,top
[1399] top,starting
[1399] starting,now
[1399] now,expect
[1399] expect,level
[1399] level,playing
[1399] playing,field
[1399] field,public

Top Word Pairs in Tweet in G2:
[140] stand,against
[140] against,#manels
[139] director,takes
[139] takes,stand
[138] #nih,director
[138] nih,#nih
[76] director,nih
[58] nih,director
[42] male,panels
[40] nih,participará

Top Word Pairs in Tweet in G3:
[54] panels,#manels
[53] thank,nih
[47] 2003,nih
[47] nih,stated
[47] stated,exclusion
[47] exclusion,speakers
[47] speakers,panels
[47] #manels,yesterday
[46] juliesilvermd,2003
[46] yesterday,nih

Top Word Pairs in Tweet in G4:
[79] uspaven,realdonaldtrump
[79] realdonaldtrump,adamschiff
[79] adamschiff,speakerpelosi
[79] speakerpelosi,senfeinstein
[79] senfeinstein,housegop
[56] approvedrepubl1,uspaven
[43] pavensherlock,approvedrepubl1
[39] john,chocha
[36] housegop,housedemocrats
[36] housedemocrats,senategop

Top Word Pairs in Tweet in G5:
[188] sorry,expressing
[188] expressing,something
[188] something,somewhat
[188] somewhat,angry
[188] angry,bitter
[188] bitter,father's
[188] father's,day
[188] day,seething
[188] seething,inside
[188] inside,long

Top Word Pairs in Tweet in G6:
[24] post,bac
[23] 2,post
[23] bac,positions
[23] positions,available
[23] available,nih
[23] nih,niehs
[23] niehs,current
[23] current,projects
[23] projects,use
[23] use,cutting

Top Word Pairs in Tweet in G7:
[27] dr,francis
[27] francis,collins
[22] director,dr
[22] nih,director
[20] important,nih
[20] collins,sends
[20] sends,strong
[20] strong,clear
[20] clear,message
[20] message,concern

Top Word Pairs in Tweet in G8:
[113] cdcgov,nih
[53] usdol,cdcgov
[53] nih,peacecorps
[53] peacecorps,statedept
[53] statedept,pepfar
[51] usaid,usdol
[47] chronicpaindad,cdcgov
[36] jackieweickum,chronicpaindad
[35] #childreninadversity,strategy
[32] s,new

Top Word Pairs in Tweet in G9:
[16] cruel,useless
[16] useless,experiments
[16] experiments,done
[16] done,#uwmadison
[16] #uwmadison,receive
[16] receive,more
[16] more,3
[16] 3,million
[16] through,#nih
[9] million,through

Top Word Pairs in Tweet in G10:
[12] nsf,nih
[6] nih,faq
[6] e,g
[6] nsf,noaa
[6] noaa,nasa
[6] nasa,usgs
[6] usgs,nih
[6] nih,natlparkservice
[6] natlparkservice,usfws
[5] stephaniepaxson,nih

Top Replied-To
Top Replied-To in Entire Graph:
@mbeisen
@nih
@gopleader
@process_x
@klinechris3
@ckadoch
@weldeiry
@juliesilvermd
@chochajohn
@pavensherlock

Top Replied-To in G1:
@nih
@nihdirector
@nih_niams
@kamisolf
@lets_upgrade
@repjackbergman
@kristen_slack
@_stah
@erinrileyau

Top Replied-To in G2:
@gopleader
@nih
@ckadoch
@senalexander
@repannaeshoo
@coreypolen
@kennethhayworth
@enferevidente
@andrew_friedson
@fathiaoctavia

Top Replied-To in G3:
@juliesilvermd
@mtobiasneely
@mclneuro
@nih
@healthcarewen
@nihdirector
@obrienek
@cleshortmd
@mbeisen
@debakallick

Top Replied-To in G4:
@klinechris3
@chochajohn
@pavensherlock
@approvedrepubl1
@sarahkliff
@nbcnews
@realdonaldtrump
@nih
@hhssmallbiz
@ctrmedprogress

Top Replied-To in G5:
@mbeisen
@0x00b1
@microbiomdigest
@xinduan
@pollyp1
@labonnelab

Top Replied-To in G6:
@weldeiry
@rreithinger
@nih
@virginiambyrne
@joyagnost
@nihdirector
@hhmijanelia
@senatemajldr
@pattybeatslungc
@politikaterina

Top Replied-To in G7:
@nhlbi_translate
@drmarthagulati
@nhlbi_heartdir
@koushikreddymd
@heartdoc530
@mirvatalasnag
@vilavaite
@anastasiasmihai
@nih
@btbkgmd

Top Replied-To in G8:
@process_x
@jackieweickum
@nickcarlin6
@leaderhoyer
@nimhdirector
@bettymccollum04
@meflattened
@deeenst
@anthony4242
@wickeddesire2

Top Replied-To in G10:
@nih
@sonyalegg
@oceansclimatecu
@baylorfk
@uccs
@eparesearch
@nihdatascience
@sassysuje

Top Mentioned
Top Mentioned in Entire Graph:
@nih
@nihdirector
@mbeisen
@cdcgov
@juliesilvermd
@realdonaldtrump
@speakerpelosi
@senfeinstein
@housegop
@uspaven

Top Mentioned in G1:
@nihdirector
@nih
@ughe_org
@thechildrensinn
@nytimes
@stanfordmed
@hvthomson
@gladstoneinst
@davedolton

Top Mentioned in G2:
@nih
@maytemoren
@nihdirector
@enferevidente
@sciencemagazine
@gopleader
@ckadoch
@kadochlab
@academyhealth
@senalexander

Top Mentioned in G3:
@nih
@juliesilvermd
@nihdirector
@cwolinetznih
@timesuphc
@metoostem
@manelwatchus
@sunychancellor
@womensurgeons
@charter4values

Top Mentioned in G4:
@nih
@realdonaldtrump
@speakerpelosi
@senfeinstein
@housegop
@uspaven
@adamschiff
@approvedrepubl1
@hhsgov
@pavensherlock

Top Mentioned in G5:
@mbeisen
@nih
@nihdirector
@microbiomdigest
@gladwell
@meng2fu
@threadreaderapp
@mclneuro
@thermofisher
@hhminews

Top Mentioned in G6:
@nih
@nihdirector
@niehs
@thenci
@pjensen_lab
@jeremyfarrar
@ncidrdouglowy
@weldeiry
@wellcometrust
@hhmijanelia

Top Mentioned in G7:
@nih
@nih_nhlbi
@nhlbi_translate
@nihdirector
@accintouch
@vass_vassiliou
@rahatheart1
@shrillab
@rallamee
@chiarabd

Top Mentioned in G8:
@nih
@cdcgov
@usaid
@usdol
@peacecorps
@statedept
@pepfar
@chronicpaindad
@jackieweickum
@nihdirector

Top Mentioned in G9:
@healthypath

Top Mentioned in G10:
@nih
@nsf
@stephaniepaxson
@nasa
@noaa
@usgs
@natlparkservice
@usfws
@sassysuje
@eparesearch

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@trackingpaws
@repubblica
@thehill
@walmart
@wsbtv
@paintingpaws29
@sueleugers
@business
@shiraga0516

Top Tweeters in G1:
@pfanderson
@drugmonkeyblog
@avocalistsrival
@saludhealthinfo
@gadflyquebec
@pash22
@ljohn44
@amcell
@erinrileyau
@kamisolf

Top Tweeters in G2:
@sueleugers
@business
@cbprincess5
@turntxblue18
@kywnewsradio
@nembotavy_0101
@all100senators
@eliz_hightower
@djmincey11
@benito35dddavis

Top Tweeters in G3:
@calcaware
@nebula63
@dlmluckytiger
@operationoxygen
@glfceo
@jacquelyngill
@hjalmarcito
@tv_hiec_chair
@pndblog
@joebabaian

Top Tweeters in G4:
@walmart
@wsbtv
@dcexaminer
@bostonglobe
@nytimes
@washingtonpost
@wsj
@raphaellan
@cnn
@ap

Top Tweeters in G5:
@shiraga0516
@threadreaderapp
@alisonborealis
@drjudystone
@docfreeride
@arclight
@alisyngayle
@david_colquhoun
@needhibhalla
@dawnbazely

Top Tweeters in G6:
@qz
@sesiegler
@cd_fuller
@ilonakickbusch
@bw
@propublica
@peterasinger
@melissarvh
@coloradostateu
@superkash

Top Tweeters in G7:
@hragy
@monitor_ph
@rpmmasaya
@kamaref
@heartotxheartmd
@vilavaite
@drmarthagulati
@anastasiasmihai
@cmichaelgibson
@bmj_latest

Top Tweeters in G8:
@cultiv8hope
@ifindinternship
@wendytherealtor
@agitatorsneeded
@chronicpaindad
@global_renewal
@deeenst
@aliceoutthere
@icbfcolombia
@statedept

Top Tweeters in G9:
@cas_2050001283
@trackingpaws
@paintingpaws29
@annehirvonen1
@ls_medical
@eeekster
@silvermoon820
@emranswers
@kursadturksen
@evalyn7

Top Tweeters in G10:
@jezebel
@nasa
@awscloud
@forestservice
@figshare
@springernature
@eparesearch
@asbmb
@bffjtwr
@nsf