#taxreform, Twitter, 3/16/2019 5:46:46 AM, 190567


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#taxreform_2019-03-15_22-27-52.xlsx
#taxreform_2019-03-15_22-27-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2019
Short Description:
#taxreform via NodeXL http://bit.ly/2F5Pm5j
@superyayadize
@realdonaldtrump
@mitchellvii
@pauljoneill
@waysandmeansgop
@irsnews
@epochtimes
@almostjingo
@fairtaxofficial
@potus

Top hashtags:
#taxreform
#irs
#taxes
#tax
#opportunityzones
#fairtax
#tcja
#taxseason

Description:
Description
The graph represents a network of 3,825 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, 16 March 2019 at 05:28 UTC.

The requested start date was Saturday, 16 March 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 25-day, 7-hour, 44-minute period from Monday, 18 February 2019 at 15:52 UTC to Friday, 15 March 2019 at 23:36 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 : 3825
Unique Edges : 4263
Edges With Duplicates : 2411
Total Edges : 6674
Number of Edge Types : 3
Mentions : 4705
Tweet : 1668
Replies to : 301
Self-Loops : 1668
Reciprocated Vertex Pair Ratio : 0.0145102781136638
Reciprocated Edge Ratio : 0.0286054827175209
Connected Components : 672
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 2479
Maximum Edges in a Connected Component : 4709
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.638325
Graph Density : 0.000286802308091996
Modularity : 0.621236
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[109] https://www.irs.gov/taxreform
[44] https://agingwithfreedom.com/2018/04/22/tax_reform_and_senior_housing/
[36] https://www.teapartypatriotsaction.org/news/democrats-get-tax-reform-all-wrong-amid-tax-season/?utm_source=twitter&utm_medium=tweet&utm_campaign=blogpost
[35] https://go.usa.gov/xPF7t
[18] https://thehill.com/opinion/finance/433683-tax-cut-and-jobs-act-was-a-protein-boost-not-a-sugar-high
[18] https://www.conservativedailynews.com/2019/03/tax-refunds-now-up-1-3-percent-over-2018-increase-19-percent-from-last-week/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[18] http://www.suprpac.com/campaigns/view-campaign-detail/TaxReform
[17] https://www.congress.gov/bill/116th-congress/house-bill/25/text?q={"search":["hr25"]}&r=1&s=1
[16] https://www.amazon.com/Patriot-Tax-Reform-Responsibility-America/dp/1549939300/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=authoallia-20&linkId=7fbda34e473d18f3d70f9a9557440a4a
[16] https://www.usatoday.com/story/opinion/2019/02/20/lower-tax-refunds-show-republican-tax-bill-working-americans-column/2919599002/

Top URLs in Tweet in G1:
[2] https://www.usatoday.com/story/opinion/2019/02/20/lower-tax-refunds-show-republican-tax-bill-working-americans-column/2919599002/
[1] https://truepundit.com/washpost-gives-kamala-harris-4-pinocchios-for-tweet-on-trumps-middle-class-tax-hike/
[1] https://twitter.com/i/web/status/1099625130010046469
[1] https://www.washingtonexaminer.com/opinion/newsrooms-that-rushed-to-report-tax-refunds-were-smaller-this-year-go-silent-on-irs-data-showing-refunds-have-increased?_amp=true#click=https://t.co/aykKZSZf6X

Top URLs in Tweet in G2:
[16] http://www.issuesusa.org/simplify-the-tax-code-taxreform/
[16] https://www.amazon.com/Patriot-Tax-Reform-Responsibility-America/dp/1549939300/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=authoallia-20&linkId=7fbda34e473d18f3d70f9a9557440a4a
[13] https://www.amazon.com/gp/product/B076NTHNNH/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=authoallia-20&linkId=852bb1ef8a44a8180cc5551f722210ec
[7] https://www.melvingreene.com/p/contact-form
[4] 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
[4] http://solveyourtaxproblemtoday.com/2019/01/17/de-minimis-or-179-expensing-or-bonus-depreciation/?utm_campaign=de-minimis-or-179-expensing-or-bonus-depreciation&utm_medium=social_link&utm_source=SolveYourTaxProblemToday
[3] https://go.usa.gov/xERDc
[3] https://www.usatoday.com/story/opinion/2019/02/20/lower-tax-refunds-show-republican-tax-bill-working-americans-column/2919599002/
[3] https://www.foxnews.com/opinion/the-lefts-tax-refund-freakout-exposes-their-ignorance-on-taxes
[3] http://www.kraftcpas.com/tax-reform/

Top URLs in Tweet in G3:
[1] https://www.periscope.tv/YourVoiceAmerica/1PlJQymzqkMJE
[1] https://www.teapartypatriotsaction.org/news/democrats-get-tax-reform-all-wrong-amid-tax-season/?utm_source=twitter&utm_medium=tweet&utm_campaign=blogpost
[1] https://www.atr.org/thanks-tax-reform-utilities-are-lowering-rates

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1097597733773471746
[1] https://twitter.com/i/web/status/1097673118905184258
[1] https://twitter.com/i/web/status/1097971695216984065
[1] https://twitter.com/i/web/status/1098705904420175873
[1] https://twitter.com/i/web/status/1100148558454505473
[1] https://twitter.com/i/web/status/1100149351232561152
[1] https://www.pscp.tv/w/bK0YzTFlZGpuTFBZWnh6UW98MXlOeGFtYlJnem54alr4pDyIRUB6J3lACPI0Z14gNadn6sBrXHKxzBNfKNnA
[1] https://twitter.com/i/web/status/1106618923548467200
[1] https://twitter.com/i/web/status/1008708576628625408
[1] https://twitter.com/i/web/status/937007006526959618

Top URLs in Tweet in G5:
[14] https://www.atr.org/thanks-tax-reform-utilities-are-lowering-rates
[4] https://twitter.com/RepRonEstes/status/1100435637453369344
[3] https://taxfoundation.org/tax-calculator/?utm_content=bufferc7a91&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.wsj.com/articles/some-states-flush-with-cash-are-sending-money-to-taxpayers-11551349801
[2] https://www.usatoday.com/story/opinion/2019/02/20/lower-tax-refunds-show-republican-tax-bill-working-americans-column/2919599002/
[2] https://www.pscp.tv/HouseGOP/1mrGmZlPYNqJy
[1] https://twitter.com/i/web/status/1101541899368833024
[1] https://taxfoundation.org/tcja-cuts-taxes-across-every-income-level-and-congressional-district/?utm_content=buffer57725&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1100795592215687168
[1] https://twitter.com/i/web/status/1100792704584372225

Top URLs in Tweet in G6:
[1] https://www.teapartypatriotsaction.org/news/democrats-get-tax-reform-all-wrong-amid-tax-season/?utm_source=twitter&utm_medium=tweet&utm_campaign=blogpost
[1] https://www.dailysignal.com/2019/03/01/rep-mcmorris-rodgers-shares-her-pro-life-convictions-the-science-is-on-our-side/
[1] https://twitter.com/i/web/status/1101138989782876160
[1] https://twitter.com/i/web/status/1101196587588509696
[1] https://www.themoneyillusion.com/tax-luxury-not-wealth-or-income/
[1] https://www.washingtonpost.com/us-policy/2019/02/13/billion-business-tax-break-meant-raise-wages-is-instead-helping-companies-replace-workers-with-machines-study-says/?utm_term=.695f48207161
[1] https://twitter.com/i/web/status/1106191996174118912
[1] https://www.theepochtimes.com/investors-wait-for-new-opportunity-zone-guidelines_2824584.html
[1] https://twitter.com/i/web/status/1099775388576813057
[1] https://twitter.com/i/web/status/1099857766976507904

Top URLs in Tweet in G7:
[105] https://www.irs.gov/taxreform
[34] https://go.usa.gov/xPF7t
[13] https://go.usa.gov/xPpw8
[13] https://www.irs.gov/reforma
[9] https://go.usa.gov/xUvav
[9] https://www.irs.gov/uac/About-Publication-17
[9] https://go.usa.gov/xEdwN
[7] http://www.irs.gov/taxreform
[7] https://taxpayeradvocate.irs.gov/taxchanges
[5] https://go.usa.gov/xP67Q

Top URLs in Tweet in G8:
[30] https://www.teapartypatriotsaction.org/news/democrats-get-tax-reform-all-wrong-amid-tax-season/?utm_source=twitter&utm_medium=tweet&utm_campaign=blogpost
[17] https://www.congress.gov/bill/116th-congress/house-bill/25/text?q={"search":["hr25"]}&r=1&s=1
[9] https://www.usatoday.com/story/opinion/2019/02/20/lower-tax-refunds-show-republican-tax-bill-working-americans-column/2919599002/
[8] https://www.dailysignal.com/2019/02/13/dont-believe-the-fake-news-tax-cuts-for-everyday-americans-are-real/
[3] https://bigsolution.org/
[1] https://twitter.com/i/web/status/1097885852586467329
[1] https://twitter.com/i/web/status/1105268671486808065
[1] https://twitter.com/i/web/status/1097677148943335424
[1] https://twitter.com/GovMikeHuckabee/status/1097938854722572294
[1] https://twitter.com/i/web/status/1100217385087201280

Top URLs in Tweet in G9:
[8] https://www.wsj.com/articles/female-factor-women-drive-the-labor-force-comeback-11551436214?mod=searchresults&page=1&pos=4
[1] https://video.foxbusiness.com/v/6010162702001/
[1] https://www.businessroundtable.org/policy-perspectives/tax-fiscal-policy/competitiveness?sf98861588=1
[1] https://www.businessroundtable.org/policy-perspectives/tax-fiscal-policy/competitiveness?sf99235676=1
[1] https://www.businessroundtable.org/policy-perspectives/tax-fiscal-policy/competitiveness?sf99369862=1
[1] https://www.businessroundtable.org/policy-perspectives/tax-fiscal-policy/competitiveness?sf99747299=1
[1] https://www.businessroundtable.org/policy-perspectives/tax-fiscal-policy/economic-benefits-of-tax-reform?sf99877439=1
[1] https://www.businessroundtable.org/policy-perspectives/tax-fiscal-policy/competitiveness?sf99877458=1
[1] https://twitter.com/i/web/status/1105578908844544000
[1] https://www.nytimes.com/interactive/2017/12/19/us/politics/tax-bill-house-live-vote.html

Top URLs in Tweet in G10:
[2] https://twitter.com/CNN/status/1100498250073886721
[2] https://twitter.com/luishon2/status/1098465628644466688?s=12
[1] https://www.washingtontimes.com/news/2018/jul/3/democrats-hate-america-and-here-are-numbers-prove-/
[1] https://twitter.com/i/web/status/1104787367804764167
[1] https://twitter.com/i/web/status/1104754772215844864
[1] http://www.msn.com/en-us/news/politics/5-takeaways-as-republicans-close-ranks-at-cpac/ar-BBUiPlE?ocid=News
[1] https://www.freightwaves.com/news/2017/10/12/text-of-trumps-tax-speech-to-truckers
[1] https://www.dailysignal.com/2019/02/28/tax-refunds-are-on-the-rise-treasury-reports/
[1] https://theintercept.com/2019/02/26/democratic-party-centrism-aoc-sanders-warren/
[1] https://www.youtube.com/watch?v=ydKcaIE6O1k&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[879] twitter.com
[164] irs.gov
[111] usa.gov
[44] agingwithfreedom.com
[43] youtube.com
[38] dy.si
[36] teapartypatriotsaction.org
[30] amazon.com
[29] okt.to
[26] usatoday.com

Top Domains in Tweet in G1:
[2] usatoday.com
[1] truepundit.com
[1] twitter.com
[1] washingtonexaminer.com

Top Domains in Tweet in G2:
[310] twitter.com
[30] amazon.com
[17] bradfordtaxinstitute.com
[16] issuesusa.org
[12] dy.si
[12] okt.to
[10] pwc.com
[10] lnkd.in
[7] cvsoci.al
[7] irs.gov

Top Domains in Tweet in G3:
[1] periscope.tv
[1] teapartypatriotsaction.org
[1] atr.org

Top Domains in Tweet in G4:
[53] twitter.com
[2] nytimes.com
[2] reuters.com
[1] pscp.tv
[1] huffpost.com
[1] rawstory.com
[1] news-photos-features.com
[1] wsj.com
[1] medium.com
[1] yahoo.com

Top Domains in Tweet in G5:
[43] twitter.com
[16] atr.org
[4] taxfoundation.org
[4] wsj.com
[2] usatoday.com
[2] house.gov
[2] pscp.tv
[1] apnews.com
[1] nam.org
[1] foxbusiness.com

Top Domains in Tweet in G6:
[6] twitter.com
[1] teapartypatriotsaction.org
[1] dailysignal.com
[1] themoneyillusion.com
[1] washingtonpost.com
[1] theepochtimes.com

Top Domains in Tweet in G7:
[152] irs.gov
[113] twitter.com
[100] usa.gov
[19] youtube.com
[13] lnkd.in
[7] cvsoci.al
[5] cmun.it
[3] hrblock.com
[2] irsvideos.gov
[2] instagram.com

Top Domains in Tweet in G8:
[30] teapartypatriotsaction.org
[17] congress.gov
[9] usatoday.com
[8] dailysignal.com
[7] twitter.com
[3] bigsolution.org

Top Domains in Tweet in G9:
[13] twitter.com
[9] wsj.com
[6] businessroundtable.org
[2] businessinsider.com
[1] foxbusiness.com
[1] nytimes.com
[1] senate.gov
[1] wvxu.org
[1] brightcove.net
[1] aahoa.com

Top Domains in Tweet in G10:
[21] twitter.com
[4] youtube.com
[1] washingtontimes.com
[1] msn.com
[1] freightwaves.com
[1] dailysignal.com
[1] theintercept.com
[1] berkeley.edu
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3133] taxreform
[460] irs
[220] taxes
[195] tax
[177] opportunityzones
[177] fairtax
[163] tcja
[94] taxseason
[74] taxrefund
[68] paidfamilyleave



Top Hashtags in Tweet in G1:
[10] taxreform
[7] irs
[7] neverharris
[1] fakenews
[1] the200

Top Hashtags in Tweet in G2:
[512] taxreform
[77] taxes
[75] tax
[43] irs
[39] tcja
[34] taxseason
[31] taxrefund
[20] taxplanning
[20] taxreturn
[19] taxscam

Top Hashtags in Tweet in G3:
[116] taxreform
[1] paidfamilyleave
[1] teaparty
[1] tcja

Top Hashtags in Tweet in G4:
[183] taxreform
[27] montypython
[16] prisonreform
[13] maga
[11] trump
[11] goptaxscam
[9] taxes
[9] taxpayers
[8] usa
[7] costofliving

Top Hashtags in Tweet in G5:
[218] taxreform
[67] paidfamilyleave
[26] tcja
[12] biz
[10] smallbiz
[5] goptaxscamstories
[4] irs
[4] maga
[3] taxes
[3] taxcutsandjobsact

Top Hashtags in Tweet in G6:
[157] taxreform
[145] opportunityzones
[3] prolife
[2] nyc
[1] teaparty
[1] able
[1] cpac2019
[1] luxury
[1] taxes
[1] onepercent

Top Hashtags in Tweet in G7:
[458] taxreform
[375] irs
[38] lopeztaxes
[33] betaxready
[24] taxpros
[23] irsyoutube
[14] taxes
[14] taxlaw
[14] tax
[11] tcja

Top Hashtags in Tweet in G8:
[252] taxreform
[140] fairtax
[35] teaparty
[13] maga
[11] taxcuts
[1] taxcutswork
[1] us
[1] china
[1] tradedeal
[1] demsspin

Top Hashtags in Tweet in G9:
[134] taxreform
[18] opportunityzones
[16] jobs
[8] cleveland
[8] redstates
[7] ohio
[5] lordstown
[4] soakthepoor
[3] smallbiz
[2] tcja

Top Hashtags in Tweet in G10:
[41] taxreform
[5] greennewdeal
[5] taxes
[4] taxscam
[4] aoc
[4] icymi
[3] taxtherich
[3] taxseason
[3] climatechange
[3] democraticsocialism

Top Words
Top Words in Tweet in Entire Graph:
[4268] Words in Sentiment List#1: Positive
[1818] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[101909] Non-categorized Words
[107995] Total Words
[3132] taxreform
[2465] tax
[1211] refunds
[1112] irs
[801] year

Top Words in Tweet in G1:
[1088] refunds
[554] tax
[550] irs
[548] superyayadize
[545] smaller
[545] year
[543] newsrooms
[543] rushed
[543] report
[543] go

Top Words in Tweet in G2:
[511] taxreform
[445] tax
[138] taxes
[77] more
[75] new
[64] irs
[61] reform
[58] s
[51] changes
[49] year

Top Words in Tweet in G3:
[282] mitchellvii
[172] look
[172] weakness
[172] republican
[172] party
[172] feckless
[172] rinos
[172] truly
[172] miracle
[172] heaven

Top Words in Tweet in G4:
[183] taxreform
[130] realdonaldtrump
[53] tax
[49] thanks
[39] now
[32] taxes
[30] higher
[30] potus
[30] more
[30] another

Top Words in Tweet in G5:
[218] taxreform
[186] tax
[105] new
[86] waysandmeansgop
[75] gop
[72] know
[70] incentive
[70] up
[69] credit
[67] included

Top Words in Tweet in G6:
[167] s
[157] taxreform
[149] new
[146] investors
[145] opportunityzones
[145] incentive
[145] provided
[142] epochtimes
[126] trump
[125] started

Top Words in Tweet in G7:
[458] taxreform
[398] irs
[271] tax
[191] irsnews
[142] new
[139] paid
[111] more
[106] learn
[95] deduction
[90] s

Top Words in Tweet in G8:
[252] taxreform
[185] fairtaxofficial
[157] fairtax
[92] tax
[66] years
[66] true
[58] simple
[58] visible
[58] efficient
[51] need

Top Words in Tweet in G9:
[134] taxreform
[100] senrobportman
[35] hear
[29] tax
[28] gop
[26] great
[24] more
[23] savings
[22] s
[21] jobs

Top Words in Tweet in G10:
[41] taxreform
[17] aoc
[16] tax
[13] taxes
[12] berniesanders
[8] trump
[8] s
[7] know
[7] kamalaharris
[6] pay

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[628] tax,refunds
[559] smaller,year
[559] refunds,increased
[558] newsrooms,rushed
[558] rushed,report
[558] report,tax
[558] refunds,smaller
[558] year,go
[558] go,silent
[558] silent,irs

Top Word Pairs in Tweet in G1:
[545] tax,refunds
[543] newsrooms,rushed
[543] rushed,report
[543] report,tax
[543] refunds,smaller
[543] smaller,year
[543] year,go
[543] go,silent
[543] silent,irs
[543] irs,data

Top Word Pairs in Tweet in G2:
[61] tax,reform
[21] tax,code
[20] tax,cuts
[20] international,tax
[19] better,america
[16] tax,refund
[16] cuts,jobs
[16] jobs,act
[16] check,out
[16] simplify,tax

Top Word Pairs in Tweet in G3:
[172] look,weakness
[172] weakness,republican
[172] republican,party
[172] party,feckless
[172] feckless,rinos
[172] rinos,truly
[172] truly,miracle
[172] miracle,heaven
[171] mitchellvii,look
[171] heaven,tha

Top Word Pairs in Tweet in G4:
[27] montypython,now
[27] now,onto
[27] onto,another
[27] another,realdonaldtrump
[27] realdonaldtrump,stupidly
[27] stupidly,law
[27] law,use
[27] use,word
[27] word,loosely
[26] taxreform,many

Top Word Pairs in Tweet in G5:
[67] know,gop
[67] gop,taxreform
[67] taxreform,included
[67] included,new
[67] new,paidfamilyleave
[67] paidfamilyleave,tax
[67] tax,incentive
[66] incentive,companies
[66] companies,earn
[66] earn,up

Top Word Pairs in Tweet in G6:
[145] incentive,provided
[125] investors,started
[125] started,take
[125] take,advantage
[125] advantage,new
[125] new,opportunityzones
[125] opportunityzones,incentive
[125] provided,president
[125] president,trump
[125] trump,s

Top Word Pairs in Tweet in G7:
[50] learn,more
[50] head,household
[47] due,diligence
[47] diligence,requirement
[47] tax,credit
[47] interest,paid
[45] home,equity
[43] s,new
[42] deduct,interest
[41] more,irs

Top Word Pairs in Tweet in G8:
[83] fairtaxofficial,taxreform
[66] true,taxreform
[58] simple,visible
[58] visible,efficient
[51] fairtax,true
[46] taxreform,simple
[41] misleading,public
[33] realdonaldtrump,mike_pence
[32] now,106
[32] 106,years

Top Word Pairs in Tweet in G9:
[18] great,stopping
[18] stopping,scotts
[18] scotts,miraclegro
[18] miraclegro,hear
[18] hear,expanding
[18] expanding,using
[18] using,savings
[18] savings,taxreform
[17] senrobportman,great
[17] taxreform,invest

Top Word Pairs in Tweet in G10:
[4] income,tax
[4] inaccurate,taxreform
[4] icymi,confused
[4] confused,aoc's
[4] aoc's,ewarren's
[4] ewarren's,taxreform
[4] taxreform,proposals
[4] proposals,answers
[4] answers,questions
[4] questions,ucberkeley

Top Replied-To
Top Replied-To in Entire Graph:
@senrobportman
@realdonaldtrump
@themotleyfool
@acavoice
@msnbc
@senatemajldr
@cnn
@gop
@cnbc
@whitehouse

Top Replied-To in G4:
@realdonaldtrump
@senatemajldr
@cnn
@whitehouse
@edkrassen
@edrabitor
@russvought45
@jdiamond1
@mnmikebierman
@jordanbpeterson

Top Replied-To in G5:
@taxfoundation
@rbreich
@freedomworks
@waysandmeansgop
@seaevo
@nfib_wi
@repkevinbrady
@taxreformer
@hitendrarpatil
@joncoopertweets

Top Replied-To in G6:
@cathymcmorris

Top Replied-To in G8:
@bigsteelguy2
@cvpayne

Top Replied-To in G9:
@senrobportman
@realdonaldtrump
@gop
@drpaulgosar
@canineasylum
@sonicdrivein

Top Replied-To in G10:
@aoc
@speakerpelosi
@rcbregman
@joncoopertweets
@diabloojosazule
@senfeinstein
@andrewyangvfa
@samseder
@whitmermi
@donniefire

Top Mentioned
Top Mentioned in Entire Graph:
@superyayadize
@mitchellvii
@fairtaxofficial
@realdonaldtrump
@irsnews
@epochtimes
@waysandmeansgop
@senrobportman
@housebudgetgop
@irstaxpros

Top Mentioned in G1:
@superyayadize

Top Mentioned in G2:
@1constitution
@bpositive_
@infoxicationtv
@nancyolasky
@biacentralky
@hollaka_hollala
@vop_usa
@conceptengager

Top Mentioned in G3:
@mitchellvii
@superyayadize
@waysandmeansgop
@taxreformexpert
@tppatriots
@taxreformer
@housebudgetgop

Top Mentioned in G4:
@realdonaldtrump
@potus
@donnasfineart
@gop
@whitehouse
@rickyappleseed
@senatemajldr
@nytimes
@nosoupforgeorge
@ivankatrump

Top Mentioned in G5:
@waysandmeansgop
@housebudgetgop
@repkevinbrady
@ratecoalition
@taxreformer
@taxfoundation
@chuckgrassley
@nfib
@reptomrice
@nfib_ia

Top Mentioned in G6:
@epochtimes
@cathymcmorris
@mitchellvii
@superyayadize
@waysandmeansgop
@tppatriots
@alantonelson
@moneyillusion
@repkevinbrady

Top Mentioned in G7:
@irsnews
@irstaxpros
@irsenespanol
@irstaxsecurity
@betsydevosed
@hitendrarpatil
@yourvoiceatirs
@potus
@ansari4821
@raphyirs

Top Mentioned in G8:
@fairtaxofficial
@tppatriots
@realdonaldtrump
@mike_pence
@jennybethm
@govmikehuckabee
@realdona
@nfib
@nsba
@mariabartiromo

Top Mentioned in G9:
@senrobportman
@gop
@wsj
@realdonaldtrump
@aahoa
@mark_weinberger
@stephenglahn
@bizroundtable
@morningsmaria
@gcpartnership

Top Mentioned in G10:
@aoc
@berniesanders
@ewarren
@kamalaharris
@tuckercarlson
@californiamag
@ucberkeley
@thedemocrats
@realdonaldtrump
@luishon2

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@immoralreport
@joefreedomlove
@minhkular
@ratingsnetwork
@woitekj
@strategicpolicy
@pmgeezer
@raumunz
@twright55

Top Tweeters in G1:
@yojudenz
@amyloukingery
@powerglobalus
@ouchinagirl
@tea_party_chris
@tyrelle123
@usatopguns
@kathysamira
@superyayadize
@consmover

Top Tweeters in G2:
@ratingsnetwork
@castonchris
@mizclaudi
@debbidelicious
@hollaka_hollala
@aydoneymang
@lynwoodtalks
@conceptengager
@john_frank1954
@geenajagger

Top Tweeters in G3:
@alerttrade
@joefreedomlove
@tradnews_
@sweetfreedom29
@shoutgracegrace
@debhiers1
@eyegloarts
@usaforyoubruv
@ronjellison
@peggyruppe

Top Tweeters in G4:
@lisahauser8
@katcapps
@foxnews
@chatbycc
@nytimes
@burtonbrown
@penneyewart
@huffpostpol
@rocky1542
@bjcrochet

Top Tweeters in G5:
@just_old_joe
@knuckldraginsam
@washingtonpost
@erengwam
@mike_beacham
@calling12001
@joehos18
@dcarsoncpa_ma
@evalb5
@sherib1957

Top Tweeters in G6:
@woitekj
@strategicpolicy
@pmgeezer
@mscontrariansci
@drawandstrike
@lyn1350
@inabsentia9
@stormestone
@hwholcomb
@tigcook

Top Tweeters in G7:
@aztanya
@dcarsoncpa_nyc
@pastorabharris
@dcarsoncpa
@dcarsoncpa_ct
@dcarsoncpa_catx
@clwtrbkatty
@mikestrattonnet
@_steve3_
@allrcrazy

Top Tweeters in G8:
@msavaarmstrong
@fl85
@usatoday
@southernkimmy
@misstree18
@foldfreenews
@reynolds2g
@imagineprints
@dorunda
@mmarkandaya

Top Tweeters in G9:
@drofdem
@llstudent08
@beenewsdaily
@imwatchingtoo
@wsj
@all100senators
@foxbusiness
@lisaturnerdecor
@brucehagen
@ohiowomen4trump

Top Tweeters in G10:
@lupthegrove
@mehdirhasan
@alpha_omega_yah
@joncoopertweets
@bun
@ricardo_ik_ahau
@stacyjostacyjo
@luishon2
@corybooker
@mrdavehudson