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#NIH OR @NIH_2019-12-07_18-56-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2019
Short Description:
#NIH OR @NIH via NodeXL http://bit.ly/2LwlxyM
@nih
@presssec
@realdonaldtrump
@epochtimes
@nihdirector
@motorious_tv
@getmygist
@salcs10
@randpaul
@natrevmcb

Top hashtags:
#nih
#waste
#fraud
#thanksgiving
#mecfs
#uwmadison
#pwme
#meaction
#drkoroshetz
#vaccines

Description:
Description
The graph represents a network of 5,178 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, 08 December 2019 at 02:58 UTC.

The requested start date was Sunday, 08 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 11-hour, 58-minute period from Tuesday, 26 November 2019 at 23:22 UTC to Saturday, 30 November 2019 at 11:20 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 : 5178
Unique Edges : 17669
Edges With Duplicates : 6338
Total Edges : 24007
Number of Edge Types : 3
Mentions : 22488
Replies to : 1423
Tweet : 96
Self-Loops : 96
Reciprocated Vertex Pair Ratio : 0.00406752084604434
Reciprocated Edge Ratio : 0.00810208628721896
Connected Components : 35
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 5092
Maximum Edges in a Connected Component : 23884
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.776837
Graph Density : 0.000736686832666667
Modularity : 0.42574
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,178 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, 08 December 2019 at 02:58 UTC.

The requested start date was Sunday, 08 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 11-hour, 58-minute period from Tuesday, 26 November 2019 at 23:22 UTC to Saturday, 30 November 2019 at 11:20 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #NIH OR @NIH
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.nih.gov/news-events/nih-research-matters/targeting-gut-bacteria-treat-alcoholic-hepatitis?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.sciencemag.org/news/2019/11/why-nih-beefing-its-data-sharing-rules-after-16-years
[12] https://www.nih.gov/news-events/news-releases/investigational-drugs-reduce-risk-death-ebola-virus-disease?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.nih.gov/news-events/nih-research-matters/some-down-syndrome-problems-reversed-mice?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.nih.gov/news-events/news-releases/head-head-comparison-finds-three-anti-seizure-drugs-equally-effective-severe-form-epilepsy?utm_source=dlvr.it&utm_medium=twitter
[6] https://investor.regeneron.com/press-releases
[6] https://www.nih.gov/news-events/news-releases/cerebral-organoid-model-provides-clues-about-how-prevent-virus-induced-brain-cell-death?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.uab.edu/news/people/item/10951-nursing-student-receives-school-s-first-f31-grant/?utm_source=twitter&utm_medium=social
[4] https://act.meaction.net/page/13656/petition/1
[4] https://www.nih.gov/news-events/nih-research-matters/some-melanomas-may-start-hair-follicles?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[1] https://twitter.com/JuddPDeere45/status/1199341707336093697

Top URLs in Tweet in G2:
[4] https://trumpgolfcount.com/
[3] https://www.nytimes.com/2019/11/07/nyregion/trump-charities-new-york.html
[2] https://www.huffpost.com/entry/trump-golf-trips-millions-thanksgiving_n_5ddedbefe4b0913e6f7865cf?section=politics&utm_campaign=hp_fb_pages&ncid=fcbklnkushpmg00000063&utm_medium=facebook&utm_source=main_fb
[2] https://www.forbes.com/sites/chuckjones/2019/07/10/trumps-golf-trips-could-cost-taxpayers-over-340-million/#3d87f92428aa
[2] https://apnews.com/7b8d0f5ce9cb4cadad948c2c414afd57
[2] https://www.trumpgolfcount.com/
[1] https://twitter.com/i/moments/1199041421296197632
[1] https://www.cnn.com/2019/11/26/opinions/trump-impede-fetal-tissue-research-klitzman/index.html
[1] https://brainupdate.nih.gov/2019/11/22/ethical-challenges-of-human-research-with-neural-devices/
[1] https://brainupdate.nih.gov/2019/11/19/the-brain-initiative-at-neuroscience-2019/

Top URLs in Tweet in G3:
[14] https://www.nih.gov/news-events/nih-research-matters/targeting-gut-bacteria-treat-alcoholic-hepatitis?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.nih.gov/news-events/nih-research-matters/some-down-syndrome-problems-reversed-mice?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.nih.gov/news-events/news-releases/investigational-drugs-reduce-risk-death-ebola-virus-disease?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.sciencemag.org/news/2019/11/why-nih-beefing-its-data-sharing-rules-after-16-years
[8] https://www.nih.gov/news-events/news-releases/head-head-comparison-finds-three-anti-seizure-drugs-equally-effective-severe-form-epilepsy?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.nih.gov/news-events/news-releases/cerebral-organoid-model-provides-clues-about-how-prevent-virus-induced-brain-cell-death?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.uab.edu/news/people/item/10951-nursing-student-receives-school-s-first-f31-grant/?utm_source=twitter&utm_medium=social
[4] https://www.nih.gov/news-events/nih-research-matters/some-melanomas-may-start-hair-follicles?utm_source=dlvr.it&utm_medium=twitter
[4] https://act.meaction.net/page/13656/petition/1
[4] https://www.usjf.net/annual-cost-to-taxpayers-for-obama-family-is-1-4-billion

Top URLs in Tweet in G4:
[2] https://www.theepochtimes.com/sen-rand-paul-says-federal-officials-wasted-4-6-million-studying-link-between-booze-and-er-visits_3156850.html

Top URLs in Tweet in G5:
[6] https://investor.regeneron.com/press-releases
[1] https://m-o-t-o-r-i-o-u-s.tumblr.com/post/189301391342/m-o-t-o-r-i-o-u-s-mo-torious-mo
[1] https://www.washingtonpost.com/national/health-science/trump-announces-goal-of-ending-hivaid-epidemic-by-end-of-next-decade/2019/02/05/34e9a75c-2979-11e9-984d-9b8fba003e81_story.html?utm_term=.18af4afa977e
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa1910993?cookieSet=1
[1] https://todayin.substack.com/p/way-beyond-bias-report-lays-out-dangers?r=gvgg&utm_campaign=post&utm_medium=web&utm_source=twitter

Top URLs in Tweet in G6:
[1] https://www.nih.gov/news-events/news-releases/nih-launches-new-collaboration-develop-gene-based-cures-sickle-cell-disease-hiv-global-scale
[1] https://twitter.com/scholarlykitchn/status/1183676661759430657

Top URLs in Tweet in G7:
[4] https://news.harvard.edu/gazette/story/2019/11/harvard-chan-school-apple-and-nih-launch-womens-health-study/?utm_medium=social&utm_campaign=general&utm_source=twitter
[1] https://twitter.com/fishing2forget/status/1199663093615353857
[1] https://twitter.com/JenPal4U/status/1199826501065158658
[1] https://www.sabin.org/thank-you-0
[1] https://www.texaschildrens.org/about-us/news/releases/bcm-texas-childrens-announce-recruitment-dr-peter-hotez-and-team-major
[1] https://twitter.com/HarvardBiz/status/1199870571917516801
[1] https://twitter.com/lh3lh3/status/1199798420594147333
[1] https://www.courant.com/news/connecticut/hc-xpm-2007-05-13-0705130598-story.html
[1] https://www.emdmillipore.com/US/en/20170804_211020

Top URLs in Tweet in G8:
[1] http://roserightswrongs.blogspot.com/2019/02/the-zika-wolbachia-connection-what-who.html
[1] https://www.youtube.com/watch?v=VAUByB4iw5c


Top URLs in Tweet in G9:
[1] https://www.ns-healthcare.com/analysis/predictive-analytics-healthcare/

Top URLs in Tweet in G10:
[1] https://www.nature.com/articles/s41580-019-0185-4?WT.mc_id=TWT_NatRevMCB
[1] https://www.nature.com/articles/s41580-019-0185-4

Top Domains
Top Domains in Tweet in Entire Graph:
[139] nih.gov
[53] twitter.com
[15] sciencemag.org
[15] forbes.com
[8] huffpost.com
[8] trumpgolfcount.com
[6] meaction.net
[6] regeneron.com
[5] harvard.edu
[5] uab.edu

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[9] twitter.com
[8] huffpost.com
[8] trumpgolfcount.com
[5] forbes.com
[3] nytimes.com
[2] cnn.com
[2] nih.gov
[2] apnews.com
[2] theguardian.com
[1] huffingtonpost.ca

Top Domains in Tweet in G3:
[119] nih.gov
[27] twitter.com
[15] sciencemag.org
[10] forbes.com
[6] meaction.net
[5] uab.edu
[4] linkedin.com
[4] synoptos.com
[4] usjf.net
[3] jamanetwork.com

Top Domains in Tweet in G4:
[2] theepochtimes.com

Top Domains in Tweet in G5:
[6] regeneron.com
[1] tumblr.com
[1] washingtonpost.com
[1] nejm.org
[1] substack.com

Top Domains in Tweet in G6:
[1] nih.gov
[1] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[4] harvard.edu
[1] sabin.org
[1] texaschildrens.org
[1] courant.com
[1] emdmillipore.com

Top Domains in Tweet in G8:
[1] blogspot.com
[1] youtube.com

Top Domains in Tweet in G9:
[1] ns-healthcare.com

Top Domains in Tweet in G10:
[2] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[216] nih
[156] waste
[156] fraud
[79] thanksgiving
[71] mecfs
[49] uwmadison
[41] pwme
[35] meaction
[35] drkoroshetz
[31] vaccines



Top Hashtags in Tweet in G1:
[2] fda
[1] cdc
[1] nih

Top Hashtags in Tweet in G2:
[5] trump2020
[5] impeachtrump
[4] nih
[3] braini
[3] emoluments
[3] maga
[3] trumpcrimefamily
[3] impeachandremove
[3] grifterinchief
[3] impeachandremovetrump

Top Hashtags in Tweet in G3:
[108] nih
[72] thanksgiving
[71] mecfs
[41] pwme
[35] meaction
[35] drkoroshetz
[28] biomedicalresearch
[22] alzheimers
[18] data
[17] notenough4me

Top Hashtags in Tweet in G4:
[155] waste
[155] fraud

Top Hashtags in Tweet in G5:
[6] ebola
[6] drc
[2] oluwolefayemi
[2] stateoftheunion_2019
[2] canacurebefoundindna
[2] motoriousfoundation
[1] moralhazard
[1] insertationalmutagenesis
[1] thanksgiving
[1] eboladrc

Top Hashtags in Tweet in G6:
[1] hiv
[1] editor
[1] comunidadcientífica
[1] cdc
[1] nih
[1] barda
[1] dod
[1] usaid
[1] who

Top Hashtags in Tweet in G7:
[28] vaccines
[2] research
[2] ai
[2] privacy
[1] ntds
[1] antivax
[1] electronicmedicalrecords

Top Hashtags in Tweet in G8:
[5] wolbachia
[4] oysters
[3] fertility
[2] florida
[1] zika
[1] nih
[1] endthehoax
[1] climatechange
[1] climatetwitter
[1] whales

Top Hashtags in Tweet in G9:
[1] nih
[1] womeninmedicine
[1] womeninstem

Top Hashtags in Tweet in G10:
[23] review
[16] lysosome
[1] cellsignaling

Top Words
Top Words in Tweet in Entire Graph:
[1566] Words in Sentiment List#1: Positive
[1946] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[120618] Non-categorized Words
[124130] Total Words
[4798] over
[3684] realdonaldtrump
[3650] presssec
[2538] million
[2433] salary

Top Words in Tweet in G1:
[4604] over
[2303] realdonaldtrump
[2302] course
[2302] presidency
[2302] donated
[2302] million
[2302] entire
[2302] salary
[2302] office
[2302] various

Top Words in Tweet in G2:
[1196] realdonaldtrump
[1185] presssec
[1154] nih
[1152] natlparkservice
[1152] usedgov
[1152] usdot
[1152] deptvetaffairs
[1152] sbagov
[1152] dhsgov
[1151] usda

Top Words in Tweet in G3:
[783] nih
[165] research
[157] nihdirector
[140] realdonaldtrump
[133] presssec
[130] dhsgov
[129] deptvetaffairs
[128] natlparkservice
[128] usedgov
[128] usdot

Top Words in Tweet in G4:
[168] randpaul
[166] epochtimes
[158] federal
[156] gov
[155] issued
[155] special
[155] fall
[155] edition
[155] annual
[155] report

Top Words in Tweet in G5:
[29] nih
[26] nejm
[14] minsanterdc
[14] msf
[13] jeremyfarrar
[13] ebola
[13] disease
[12] vericelcorp
[12] rct
[12] virus

Top Words in Tweet in G6:
[18] paven_sherlock
[18] ansonkhine
[18] pavensecretary
[18] pavensherlock
[18] uspaven
[17] sherlockpaven
[17] chochajohn
[17] nicholastaingu1
[15] klinechris3
[12] approvedr

Top Words in Tweet in G7:
[61] merck
[56] peterhotez
[42] nih
[35] vaccine
[32] funding
[28] obtain
[28] zero
[28] manufacturers
[28] #vaccines
[28] poverty

Top Words in Tweet in G8:
[5] gave
[5] #wolbachia
[4] sylviad32911201
[4] #oysters
[3] getmygist
[3] brunospuler
[3] gillesnfio
[3] 15
[3] yr
[3] #fertility

Top Words in Tweet in G9:
[5] saemebm
[5] nicegetinvolved
[5] nicesciadvice
[5] docschull
[5] kee_gre
[5] jschuurmd
[5] drjessepines
[5] saemonline
[5] nih
[5] mdaware

Top Words in Tweet in G10:
[38] cellular
[37] natrevmcb
[24] andrea
[24] ballabio
[24] juan
[24] bonifacino
[23] #review
[23] discussing
[23] roles
[23] lysosomes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2362] over,course
[2357] course,presidency
[2357] over,million
[2353] presidency,realdonaldtrump
[2353] donated,over
[2351] realdonaldtrump,donated
[2351] million,entire
[2351] entire,salary
[2351] salary,office
[2351] office,various

Top Word Pairs in Tweet in G1:
[2302] over,course
[2302] course,presidency
[2302] presidency,realdonaldtrump
[2302] realdonaldtrump,donated
[2302] donated,over
[2302] over,million
[2302] million,entire
[2302] entire,salary
[2302] salary,office
[2302] office,various

Top Word Pairs in Tweet in G2:
[1152] natlparkservice,usedgov
[1152] usedgov,usdot
[1152] usdot,deptvetaffairs
[1152] deptvetaffairs,sbagov
[1152] sbagov,nih
[1152] nih,dhsgov
[1151] realdonaldtrump,natlparkservice
[1151] dhsgov,usda
[1127] usda,hhsgov
[827] presssec,realdonaldtrump

Top Word Pairs in Tweet in G3:
[128] realdonaldtrump,natlparkservice
[128] natlparkservice,usedgov
[128] usedgov,usdot
[128] usdot,deptvetaffairs
[128] deptvetaffairs,sbagov
[128] sbagov,nih
[128] nih,dhsgov
[127] dhsgov,usda
[122] usda,hhsgov
[110] presssec,realdonaldtrump

Top Word Pairs in Tweet in G4:
[155] randpaul,issued
[155] issued,special
[155] special,fall
[155] fall,edition
[155] edition,annual
[155] annual,report
[155] report,#waste
[155] #waste,#fraud
[155] #fraud,federal
[155] federal,gov

Top Word Pairs in Tweet in G5:
[14] minsanterdc,nih
[14] nih,msf
[12] rct,ebola
[12] ebola,virus
[12] virus,disease
[12] disease,nejm
[12] nejm,congratulations
[12] congratulations,everyone
[12] everyone,involved
[12] involved,remarkable

Top Word Pairs in Tweet in G6:
[18] pavensecretary,pavensherlock
[18] pavensherlock,uspaven
[14] nicholastaingu1,pavensecretary
[12] ansonkhine,chochajohn
[12] klinechris3,sherlockpaven
[12] uspaven,approvedr
[10] sherlockpaven,paven_sherlock
[8] chochajohn,nicholastaingu1
[8] paven_sherlock,ansonkhine
[8] paven_sherlock,klinechris3

Top Word Pairs in Tweet in G7:
[28] obtain,zero
[28] zero,funding
[28] funding,merck
[28] merck,vaccine
[28] vaccine,manufacturers
[28] manufacturers,#vaccines
[28] #vaccines,poverty
[28] poverty,related
[28] related,neglected
[28] neglected,diseases

Top Word Pairs in Tweet in G8:
[3] yr,#fertility
[3] #fertility,market
[3] gave,dr
[3] dr,mains
[2] brunospuler,nikolovscience
[2] nikolovscience,sylviad32911201
[2] sylviad32911201,jwspry
[2] jwspry,luisbaram
[2] luisbaram,yota_berlin
[2] yota_berlin,gillesnfio

Top Word Pairs in Tweet in G9:
[5] saemebm,nicegetinvolved
[5] nicegetinvolved,nicesciadvice
[5] nicesciadvice,docschull
[5] docschull,kee_gre
[5] kee_gre,jschuurmd
[5] jschuurmd,drjessepines
[5] drjessepines,saemonline
[5] saemonline,nih
[5] nih,mdaware
[4] mdaware,sremi_msh

Top Word Pairs in Tweet in G10:
[24] andrea,ballabio
[24] ballabio,juan
[24] juan,bonifacino
[23] #review,andrea
[23] bonifacino,discussing
[23] discussing,roles
[23] roles,lysosomes
[23] lysosomes,regulatory
[23] regulatory,hubs
[23] hubs,cellular

Top Replied-To
Top Replied-To in Entire Graph:
@presssec
@nih
@tmilbrad
@pghomes
@tedperl
@debbie56111656
@redstrising
@vaxfreedom_mi
@forbeshealth
@supergolfdude

Top Replied-To in G2:
@presssec
@tedperl
@debbie56111656
@spauldingtbear
@angel1350852961
@leafolland
@tfedoruk
@bobglomorrison
@garymoyerjr3
@gehrigbjr

Top Replied-To in G3:
@nih
@presssec
@tmilbrad
@pghomes
@forbeshealth
@redstrising
@supergolfdude
@gafirelawyer
@jsross119
@repchrissmith

Top Replied-To in G4:
@epochtimes
@blairtroy
@2019dabo
@djana63077109

Top Replied-To in G5:
@cnbc
@jeremyfarrar
@motorious_tv
@insider_picks
@newyorker

Top Replied-To in G6:
@paven_sherlock
@sherlockpaven
@chochajohn
@klinechris3
@turinginst
@hillaryclinton

Top Replied-To in G7:
@vaxfreedom_mi
@peterhotez
@fishing2forget
@thereal_truther
@teaminsane72
@businessinsider
@fdarecalls
@droidrees
@google
@lilavincot

Top Replied-To in G8:
@sylviad32911201
@brunospuler

Top Replied-To in G9:
@docphx
@saemebm
@eddocuk

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@presssec
@nih
@deptvetaffairs
@dhsgov
@natlparkservice
@usedgov
@usdot
@sbagov
@usda

Top Mentioned in G1:
@realdonaldtrump
@presssec
@natlparkservice
@usedgov
@usdot
@deptvetaffairs
@sbagov
@nih
@dhsgov
@usda

Top Mentioned in G2:
@realdonaldtrump
@nih
@natlparkservice
@usedgov
@usdot
@deptvetaffairs
@sbagov
@dhsgov
@usda
@hhsgov

Top Mentioned in G3:
@nih
@nihdirector
@realdonaldtrump
@dhsgov
@deptvetaffairs
@natlparkservice
@usedgov
@usdot
@sbagov
@usda

Top Mentioned in G4:
@randpaul
@epochtimes
@nih
@presssec
@realdonaldtrump
@2019dabo
@blairtroy
@rbehrouzdo
@barackobama
@glendagalvez4

Top Mentioned in G5:
@nih
@nejm
@who
@minsanterdc
@msf
@ftc
@thejusticedept
@jeremyfarrar
@al
@jfb

Top Mentioned in G6:
@ansonkhine
@pavensecretary
@pavensherlock
@uspaven
@nicholastaingu1
@sherlockpaven
@chochajohn
@paven_sherlock
@klinechris3

Top Mentioned in G7:
@merck
@peterhotez
@nih
@apple
@delbigtree
@harvardchansph
@harvardalumni
@amazon
@scjohnson
@pharmacy_oss

Top Mentioned in G8:
@getmygist
@sylviad32911201
@gillesnfio
@nih
@nikolovscience
@jwspry
@luisbaram
@yota_berlin
@boggywood
@farmerinfields

Top Mentioned in G9:
@nicegetinvolved
@nicesciadvice
@docschull
@kee_gre
@jschuurmd
@drjessepines
@saemonline
@nih
@mdaware
@sremi_msh

Top Mentioned in G10:
@natrevmcb
@tigem_telethon
@nichd_nih
@nih
@bonifacinojuan

Top Tweeters
Top Tweeters in Entire Graph:
@animalsbelize
@souljahsingh
@amaia_haikazti
@insdatainter
@patriot_girl_tx
@dclarediane
@uthornsrawk
@debrammason1
@yojudenz
@lucysullivan888

Top Tweeters in G1:
@souljahsingh
@insdatainter
@dclarediane
@uthornsrawk
@debrammason1
@yojudenz
@lucysullivan888
@jver1
@patriotmarie
@israelnewslinks

Top Tweeters in G2:
@sweetgreatmom
@demiwufortrump
@joan_shyam
@kmcaton
@knowyourobama
@usashopper
@vaculb
@jolenedoty
@culvercitynimby
@kathleenroeberg

Top Tweeters in G3:
@yayayarndiva
@hwholcomb
@nembotavy_0101
@rene_gadecowboy
@gambiste1
@rigotordoc
@nytimes
@nuclear94
@nicochan33
@abc7news

Top Tweeters in G4:
@patriot_girl_tx
@scribbledpages1
@tea_party_chris
@jenniferevette6
@calling12001
@metalworks4
@boriquagoddess
@freedomconnect_
@maryfass3
@raslady1

Top Tweeters in G5:
@cnbc
@wsj
@ft
@forbes
@theeconomist
@wef
@nbcsports
@menshealthmag
@dmvfollowers
@womenshealthmag

Top Tweeters in G6:
@el_pais
@magannohate
@bostonglobe
@washingtonpost
@kikollan
@harvard
@usarmy
@euscienceinnov
@_opendata
@heraldmailnews

Top Tweeters in G7:
@businessinsider
@madebygoogle
@donnayoungdc
@google
@matthewherper
@androidcentral
@thereal_truther
@omicsomicsblog
@dell
@foodnetwork

Top Tweeters in G8:
@luisbaram
@boggywood
@cbc
@gillesnfio
@jwspry
@craigthomler
@friendsoscience
@gogetsmarthome
@yuggy52
@albertstienstra

Top Tweeters in G9:
@femtech_
@mdaware
@meganranney
@choo_ek
@susanwoolner
@deannamarie208
@arghavan_salles
@mahealthforkids
@ho
@thesgem

Top Tweeters in G10:
@bibourokuabc
@michaelburatovi
@nichd_nih
@ribeirocarlitos
@aitor_mtz
@matth_chavent
@eguezmaphfer
@jon_d_lane
@pasqualepisapia
@tpulinil


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