#taxreform, Twitter, 5/18/2019 6:16:19 AM, 197223


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#taxreform_2019-05-17_22-58-08.xlsx
#taxreform_2019-05-17_22-58-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 18, 2019
Short Description:
#taxreform via NodeXL http://bit.ly/2VMyFXI
@marshablackburn
@realdonaldtrump
@mitchellvii
@luisa_tasayco
@not2far2right
@senrobportman
@edmgail1944
@senatortimscott
@repmarkwalker
@cathymcmorris

Top hashtags:
#taxreform
#opportunityzones
#tax
#irs
#taxes

Description:
Description
The graph represents a network of 4,492 Twitter users whose tweets in the requested range contained "#taxreform", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 18 May 2019 at 05:59 UTC.

The requested start date was Saturday, 18 May 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 24-day, 9-hour, 40-minute period from Tuesday, 23 April 2019 at 13:19 UTC to Friday, 17 May 2019 at 23:00 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 : 4492
Unique Edges : 5416
Edges With Duplicates : 1239
Total Edges : 6655
Number of Edge Types : 3
Tweet : 885
Mentions : 5513
Replies to : 257
Self-Loops : 885
Reciprocated Vertex Pair Ratio : 0.00512431201366483
Reciprocated Edge Ratio : 0.0101963746223565
Connected Components : 495
Single-Vertex Connected Components : 289
Maximum Vertices in a Connected Component : 3222
Maximum Edges in a Connected Component : 4503
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.60754
Graph Density : 0.000262521679353562
Modularity : 0.692838
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[214] https://www.cpapracticeadvisor.com/tax-compliance/article/21075345/rev-proc-201908-expansion-of-depreciation
[50] https://twitter.com/AP/status/1121754540481679360
[25] https://twitter.com/thehill/status/1117867717661528068
[21] https://propertytaxlock.com/
[19] https://bigsolution.org/
[14] https://www.irs.gov/taxreform
[14] https://twitter.com/senrobportman/status/1125021705389379585
[13] https://www.irsvideos.gov/
[12] http://www.issuesusa.org/simplify-the-tax-code-taxreform/
[11] https://go.usa.gov/xPGY3

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1117949115239997447
[1] https://twitter.com/i/web/status/1121343088826421249
[1] https://twitter.com/i/web/status/1120991445052162048
[1] https://twitter.com/i/web/status/1120897889503412226
[1] https://twitter.com/i/web/status/1120849588754243585
[1] https://twitter.com/i/web/status/1120514360156332033
[1] https://twitter.com/i/web/status/1120498701632512000

Top URLs in Tweet in G2:
[25] https://twitter.com/thehill/status/1117867717661528068
[19] https://bigsolution.org/
[8] https://www.cnn.com/2019/04/26/politics/military-families-tax-change-trump/index.html
[3] https://www.atr.org/biden-first-thing-i-d-do-repeal-those-trump-tax-cuts
[2] https://nypost.com/2019/05/12/trumps-policies-are-doing-the-exact-opposite-of-what-democrats-warned/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[2] https://www.forbes.com/sites/teresaghilarducci/2019/01/21/uncovering-the-mystery-of-your-sluggish-paycheck/
[2] https://www.usdebtclock.org/
[1] https://twitter.com/i/web/status/1128760462135394305
[1] https://twitter.com/i/web/status/1121973903491063808
[1] https://twitter.com/i/web/status/1128389398339444736

Top URLs in Tweet in G3:
[14] https://propertytaxlock.com/
[12] http://www.issuesusa.org/simplify-the-tax-code-taxreform/
[10] https://www.irsvideos.gov/
[7] https://www.pwc.com/us/en/services/tax/webcasts-registration.html#archived-section
[7] https://go.usa.gov/xUvav
[5] https://www.irs.gov/taxreform
[5] https://go.usa.gov/xPGY3
[4] https://www.buylandingpagedesign.com/buy/responsive-tax-solutions-appealing-landing-page-design/3325
[4] https://go.usa.gov/xPmgQ
[3] https://www.pwc.com/us/en/services/hr-management/library/aircraft-club/tax-news-and-developments-affecting-company-aircraft.html

Top URLs in Tweet in G4:
[214] https://www.cpapracticeadvisor.com/tax-compliance/article/21075345/rev-proc-201908-expansion-of-depreciation
[1] https://www.pwc.com/us/en/services/tax/webcasts-registration.html#archived-section
[1] https://dy.si/qBE3vB
[1] https://twitter.com/i/web/status/1120732307218812929

Top URLs in Tweet in G5:
[6] http://www.rhinotimes.com/featured-article/movin-on-up-with-opportunity-zones/
[1] https://twitter.com/i/web/status/1128263453473476609
[1] https://twitter.com/i/web/status/1129381358718078976
[1] https://twitter.com/i/web/status/1128622872040284160
[1] https://www.pscp.tv/w/bK0YzTFlZGpuTFBZWnh6UW98MXlOeGFtYlJnem54alr4pDyIRUB6J3lACPI0Z14gNadn6sBrXHKxzBNfKNnA
[1] https://twitter.com/i/web/status/1129087324179062784
[1] https://twitter.com/i/web/status/1127278195261132800
[1] https://twitter.com/CNBCnow/status/1121753519382519808
[1] https://twitter.com/i/web/status/1126904172253720577
[1] https://twitter.com/i/web/status/1129116851982745601

Top URLs in Tweet in G6:
[7] https://www.usatoday.com/story/opinion/2019/05/06/trump-tax-cut-chuck-grassley-democrats-lie-jobs-act-column/1112960001/
[6] https://www.atr.org/florida
[2] http://ratecoalition.com/2019/04/24/myth-vs-fact-tax-cuts-and-jobs-act/
[1] https://twitter.com/i/web/status/1129007339695157248
[1] https://www.foxbusiness.com/economy/middle-class-was-anything-but-left-behind-by-trump-tax-reform
[1] https://twitter.com/i/web/status/1127985607597228032
[1] https://twitter.com/i/web/status/1128057329864384513
[1] https://www.nytimes.com/2019/04/14/business/economy/income-tax-cut.html
[1] https://twitter.com/i/web/status/1120762010893987841
[1] https://www.atr.org/trump-s-trade-deal-win-american-workers

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1124349555087171590

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1125450511866576896

Top URLs in Tweet in G9:
[2] https://www.cnbc.com/2019/04/30/apple-now-has-225-billion-cash-on-hand.html
[1] https://twitter.com/i/web/status/1127695842608021506
[1] https://twitter.com/i/web/status/1121758065861255169
[1] https://twitter.com/i/web/status/1120844401843081216
[1] https://twitter.com/i/web/status/1121431799383646208
[1] https://twitter.com/i/web/status/1121432000081084417
[1] https://twitter.com/i/web/status/1121501757278965766
[1] https://twitter.com/i/web/status/1121757500670394369
[1] https://twitter.com/i/web/status/1121879674433544193
[1] https://twitter.com/i/web/status/1121879757749141505

Top URLs in Tweet in G10:
[5] https://www.pwc.com/us/en/services/tax/webcasts-registration.html?WT.mc_id=CT1-PL52-DM2-TR1-LS1-ND30-TTA9-CN_WebcastDec5-Tw&eq=CT1-PL52-DM2-CN_WebcastDec5-Tw
[2] https://www.pwc.com/us/en/services/tax/library/insights/tax-readiness-the-changing-landscape-of-unclaimed-property.html
[2] https://www.pwc.com/us/en/services/tax/webcasts-registration.html?WT.mc_id=CT1-PL50-DM1-TR1-LS1-ND30-TTA9-CN_TReadiness-LI1&eq=CT1-PL50-DM1-CN_TReadiness-LI1
[1] https://twitter.com/i/web/status/1129146837007343616
[1] https://www.pwc.com/us/en/services/tax/tax-function-future.html?WT.mc_id=CT1-PL52-DM1-TR1-LS1-ND30-TTA9-CN_tfof416-TW1&eq=CT1-PL52-DM1-CN_tfof416-TW1
[1] https://dy.si/wca2X
[1] https://dy.si/7nbcJ
[1] https://dy.si/fgCMb
[1] https://twitter.com/i/web/status/1128693603545391104
[1] https://www.pwc.com/us/en/services/tax/inside-tax-policy.html?WT.mc_id=CT1-PL52-DM2-TR1-LS1-ND30-TTA7-CN_ITPOct-TWVdo&eq=CT1-PL52-DM2-CN_ITPOct-TWVdo

Top Domains
Top Domains in Tweet in Entire Graph:
[721] twitter.com
[214] cpapracticeadvisor.com
[53] dy.si
[42] usa.gov
[38] pwc.com
[21] propertytaxlock.com
[20] irs.gov
[19] bigsolution.org
[15] youtube.com
[13] irsvideos.gov

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

Top Domains in Tweet in G2:
[95] twitter.com
[19] bigsolution.org
[8] cnn.com
[3] atr.org
[2] cvsoci.al
[2] nypost.com
[2] wsj.com
[2] forbes.com
[2] usdebtclock.org
[1] cnbc.com

Top Domains in Tweet in G3:
[209] twitter.com
[37] dy.si
[24] usa.gov
[20] pwc.com
[14] propertytaxlock.com
[12] issuesusa.org
[11] buylandingpagedesign.com
[11] bradfordtaxinstitute.com
[10] irsvideos.gov
[9] lttr.ai

Top Domains in Tweet in G4:
[214] cpapracticeadvisor.com
[1] pwc.com
[1] dy.si
[1] twitter.com

Top Domains in Tweet in G5:
[26] twitter.com
[6] rhinotimes.com
[1] pscp.tv
[1] nytimes.com
[1] instagram.com

Top Domains in Tweet in G6:
[43] twitter.com
[7] atr.org
[7] usatoday.com
[2] ratecoalition.com
[1] foxbusiness.com
[1] nytimes.com
[1] snip.ly
[1] theguardian.com
[1] washingtonpost.com
[1] taxfoundation.org

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[15] twitter.com
[2] cnbc.com
[1] townhall.com

Top Domains in Tweet in G10:
[22] twitter.com
[15] pwc.com
[4] dy.si
[1] beenegarter.com
[1] bls.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3989] taxreform
[100] opportunityzones
[99] tax
[98] irs
[83] taxes
[76] immigrationreform
[73] nevertrump
[72] democrat
[71] fakenews
[71] misinformation



Top Hashtags in Tweet in G1:
[2043] taxreform
[1] tuesdaythoughts
[1] tuesdaymotivation
[1] trump2020

Top Hashtags in Tweet in G2:
[273] taxreform
[50] fairtax
[23] taxcuts
[19] goldstarfamilies
[18] navy
[16] trump
[9] goptaxscam
[8] military
[7] trade
[5] alternativefacts

Top Hashtags in Tweet in G3:
[355] taxreform
[61] tax
[47] taxes
[43] irs
[23] tcja
[19] betaxready
[18] smallbiz
[15] fairtax
[15] tcot
[15] pjnet

Top Hashtags in Tweet in G4:
[216] taxreform

Top Hashtags in Tweet in G5:
[215] taxreform
[97] opportunityzones
[31] ohio
[14] jobs
[11] buildthewall
[7] smallbiz
[6] nc06
[6] nationalsmallbusinessweek
[5] taxscam
[3] taxday

Top Hashtags in Tweet in G6:
[77] taxreform
[15] trumptariffs
[8] deeppoverty
[6] sayfie
[5] obamacare
[3] deplorables
[3] gerrymandering
[3] bluewave2020
[3] census2020
[2] taxcuts

Top Hashtags in Tweet in G7:
[7] taxreform

Top Hashtags in Tweet in G8:
[73] taxreform
[71] nevertrump
[71] democrat
[71] fakenews
[71] misinformation
[71] immigrationreform

Top Hashtags in Tweet in G9:
[34] taxreform
[8] prisonreform
[2] kag2020
[2] maga
[2] apple
[1] liberalismisadisease
[1] shameful
[1] greennewdeal
[1] jesus

Top Hashtags in Tweet in G10:
[46] taxreform
[7] trade
[5] pwcboston
[5] healthcare
[5] retirement
[2] legislative
[2] nols
[2] trumpf
[2] muellerreport
[1] crossborder

Top Words
Top Words in Tweet in Entire Graph:
[1895] Words in Sentiment List#1: Positive
[1117] Words in Sentiment List#2: Negative
[25] Words in Sentiment List#3: Angry/Violent
[105163] Non-categorized Words
[108175] Total Words
[3985] #taxreform
[2283] new
[2222] s
[2142] 3
[2136] jobs

Top Words in Tweet in G1:
[2046] 2
[2043] #taxreform
[2040] marshablackburn
[2031] million
[2031] jobs
[2030] s
[2030] brought
[2030] country
[2028] 3
[2027] new

Top Words in Tweet in G2:
[273] #taxreform
[243] realdonaldtrump
[157] fairtaxofficial
[133] tax
[107] make
[97] justanavywife
[96] income
[84] new
[84] hope
[83] forgotten

Top Words in Tweet in G3:
[354] #taxreform
[251] tax
[61] #tax
[47] #taxes
[44] more
[43] #irs
[40] new
[39] changes
[37] reform
[36] s

Top Words in Tweet in G4:
[216] #taxreform
[214] depreciation
[214] clarification
[214] cpapracadvisor
[214] cwseapa
[212] craigwsmalleyea
[3] tax
[2] find
[2] out
[2] leading

Top Words in Tweet in G5:
[215] #taxreform
[97] #opportunityzones
[70] repmarkwalker
[61] senrobportman
[60] last
[58] senatortimscott
[57] year
[55] percent
[54] over
[54] wage

Top Words in Tweet in G6:
[85] tax
[77] #taxreform
[57] senfinance
[53] good
[48] sen
[41] gop
[40] usatoday
[39] op
[39] ed
[38] chuckgrassley's

Top Words in Tweet in G7:
[121] democrats
[121] believe
[121] current
[121] economic
[121] boom
[121] due
[121] policies
[121] obama
[121] put
[121] place

Top Words in Tweet in G8:
[73] #taxreform
[71] #nevertrump
[71] #democrat
[71] #fakenews
[71] #misinformation
[71] campaign
[71] hurting
[71] convos
[71] re
[71] #immigrationreform

Top Words in Tweet in G9:
[35] thanks
[34] #taxreform
[25] paycheck
[22] 200
[22] higher
[20] black
[20] inmates
[20] getting
[19] many
[14] released

Top Words in Tweet in G10:
[46] #taxreform
[40] tax
[36] latest
[32] new
[26] pwctax
[21] pwc
[17] insight
[15] series
[15] update
[14] now

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2075] new,jobs
[2069] s,#taxreform
[2069] 2,million
[2067] #taxreform,brought
[2066] brought,country
[2066] 3,2
[2064] million,new
[2059] bigger,paycheck
[2057] paycheck,90
[2056] 90,taxpayers

Top Word Pairs in Tweet in G1:
[2031] 2,million
[2030] s,#taxreform
[2030] #taxreform,brought
[2030] brought,country
[2027] 3,2
[2027] million,new
[2027] new,jobs
[2027] bigger,paycheck
[2025] paycheck,90
[2025] 90,taxpayers

Top Word Pairs in Tweet in G2:
[80] justanavywife,hope
[76] hope,realdonaldtrump
[76] realdonaldtrump,make
[76] make,sure
[76] sure,issue
[76] issue,forgotten
[76] forgotten,fan
[76] fan,new
[76] new,#taxreform
[75] #taxreform,punishes

Top Word Pairs in Tweet in G3:
[35] tax,reform
[23] #taxreform,changes
[17] tax,code
[16] need,know
[15] tax,day
[15] property,tax
[15] simplify,tax
[15] code,#taxreform
[15] #tax,#smallbiz
[14] find,out

Top Word Pairs in Tweet in G4:
[214] depreciation,clarification
[214] clarification,cpapracadvisor
[214] cpapracadvisor,cwseapa
[214] cwseapa,#taxreform
[212] craigwsmalleyea,depreciation
[2] find,out
[2] out,leading
[2] leading,companies
[2] companies,achieving
[2] achieving,greater

Top Word Pairs in Tweet in G5:
[66] repmarkwalker,#opportunityzones
[53] wage,increases
[52] #opportunityzones,ve
[52] ve,seen
[52] seen,over
[52] over,last
[52] last,year
[52] year,wage
[52] increases,8
[52] 8,percent

Top Word Pairs in Tweet in G6:
[42] senfinance,sen
[39] op,ed
[38] sen,chuckgrassley's
[38] chuckgrassley's,op
[38] ed,usatoday
[33] usatoday,partisan
[33] partisan,politics
[33] politics,distorts
[33] distorts,healthy
[33] healthy,debate

Top Word Pairs in Tweet in G7:
[121] democrats,believe
[121] believe,current
[121] current,economic
[121] economic,boom
[121] boom,due
[121] due,policies
[121] policies,obama
[121] obama,put
[121] put,place
[121] place,before

Top Word Pairs in Tweet in G8:
[71] #nevertrump,#democrat
[71] #democrat,#fakenews
[71] #fakenews,#misinformation
[71] #misinformation,campaign
[71] campaign,hurting
[71] hurting,convos
[71] convos,re
[71] re,#taxreform
[71] #taxreform,#immigrationreform
[70] not2far2right,#nevertrump

Top Word Pairs in Tweet in G9:
[22] paycheck,200
[22] 200,higher
[22] higher,thanks
[20] thanks,#taxreform
[20] black,inmates
[20] inmates,getting
[19] #taxreform,many
[19] many,black
[14] getting,released
[12] released,thanks

Top Word Pairs in Tweet in G10:
[17] new,pwc
[17] pwc,tax
[17] tax,insight
[15] latest,update
[13] 'tax,readiness'
[11] readiness',series
[10] tune,now
[10] now,latest
[10] latest,'tax
[9] update,following

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@senrobportman
@senategop
@johncornyn
@gop
@marshablackburn
@gopleader
@expatriationlaw
@acavoice
@ewarren

Top Replied-To in G1:
@marshablackburn

Top Replied-To in G2:
@realdonaldtrump
@johncornyn
@senategop
@senatemajldr
@gopleader
@marshablackburn
@presssec
@waysandmeansgop
@repandybiggsaz
@repmattgaetz

Top Replied-To in G5:
@senrobportman
@shay_hawkins_oh
@lindsay_bionic3
@potus

Top Replied-To in G6:
@gop
@realdonaldtrump
@senategop
@gopchairwoman
@jerrymoran
@jerryfalwelljr
@senjoniernst
@senhydesmith
@gopleader
@usatoday

Top Replied-To in G9:
@sashahemon
@lipidman
@krassenstein
@lpimpernel
@mitzivictorius
@saneandreal
@littledog450
@lauraapollo
@mschlapp
@nilgirian

Top Replied-To in G10:
@kevinpoehlmann
@aoc
@repjerrynadler
@charliekirk11
@thismightbelies
@dpal1996

Top Mentioned
Top Mentioned in Entire Graph:
@marshablackburn
@realdonaldtrump
@cpapracadvisor
@cwseapa
@craigwsmalleyea
@fairtaxofficial
@mitchellvii
@justanavywife
@repmarkwalker
@not2far2right

Top Mentioned in G1:
@marshablackburn
@logic_triumphs
@tennpaladin
@swampdrainnow

Top Mentioned in G2:
@realdonaldtrump
@fairtaxofficial
@justanavywife
@mike_pence
@realdona
@repelaineluria
@realdonald
@smselby26
@marshablackburn

Top Mentioned in G3:
@conceptengager
@stratafolio
@toddbohannon
@mn_nice_person
@fertweetssake1
@jkanelis

Top Mentioned in G4:
@cpapracadvisor
@cwseapa
@craigwsmalleyea
@geetherm

Top Mentioned in G5:
@repmarkwalker
@senatortimscott
@senrobportman
@cathymcmorris
@potus
@repdavid
@writerwrites
@marshablackburn
@senatorrounds
@sentoddyoung

Top Mentioned in G6:
@senfinance
@chuckgrassley
@usatoday
@gop
@stephenglahn
@ratecoalition
@taxreformer
@digitalliberty
@grovernorquist
@realdonaldtrump

Top Mentioned in G7:
@mitchellvii
@marshablackburn

Top Mentioned in G8:
@not2far2right
@marshablackburn

Top Mentioned in G9:
@joebiden
@kamalaharris
@bbcnews
@donaldjtrumpjr
@govwaste
@stuartpstevens
@realdonaldtrump
@whitehouse
@twister7096
@ilhanmn

Top Mentioned in G10:
@pwctax
@sindhublume
@scmccandless
@reprichardneal
@pamelafolson
@ksmithson001
@aoc
@realdonaldtrump
@speakerpelosi
@housedemocrats

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@lopezgovlaw
@jim_peoples_
@immoralreport
@jjauthor
@joefreedomlove
@souljahsingh
@myplace4u
@patriot_girl_tx
@strategicpolicy

Top Tweeters in G1:
@souljahsingh
@israelnewslinks
@mkues65
@stockguy61
@msavaarmstrong
@o_irisht
@mjgranger1
@moekamerow
@latinmass9876
@tyberzannxxxx

Top Tweeters in G2:
@alllibertynews
@immoralreport
@jver1
@fl85
@ouchinagirl
@castonchris
@nytimes
@rodstryker
@diapermakeovers
@katthehammer1

Top Tweeters in G3:
@biasedgirl
@pennyvane10
@jewelnature
@klonokid
@whistlingwhist
@cpa_trendlines
@wmagates
@justplainshrewd
@conceptengager
@brendaslunch

Top Tweeters in G4:
@baddieju
@smiley_rose
@carlita20002000
@yrgathens
@kxdenkxden
@sevens_heaven
@gordguitarhero
@syafeikhalid
@cpapracadvisor
@jpalmurkar

Top Tweeters in G5:
@jim_peoples_
@drofdem
@briangrnotabot
@purpledalmation
@lonestartxmary
@franceschinian2
@calling12001
@kferrugia
@all100senators
@oldairforcedude

Top Tweeters in G6:
@usatoday
@headlines4you
@bobsarmymom
@lumezgo77
@malaury25041412
@jeffrey52095461
@wendys
@tannngl
@twilightlapush
@karicares4u

Top Tweeters in G7:
@joefreedomlove
@billyboysdaddy
@wetfeathers
@rettinol
@tanya10049407
@loretta_stiles
@pabloleslie
@pacsgirl36
@carver926
@piercedart

Top Tweeters in G8:
@rnrkentucky
@kellydetoni
@cs00582sc
@laylaalisha11
@rbigzs
@alisand3
@ellimayradrep
@fairyq15
@savethesedogs
@silver_fox9

Top Tweeters in G9:
@patriot_girl_tx
@bbcnews
@simplify77
@eileentownsend4
@tomcoates
@theroot
@oann
@foxandfriends
@lauraapollo
@krassenstein

Top Tweeters in G10:
@blupony3
@charliekirk11
@bethenny
@public_citizen
@masayoshimu
@imaraqa
@housedemocrats
@repswalwell
@thetaffinator
@speakerpelosi


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