#IRS OR @IRSNews OR @IRSTaxPros, Twitter, 1/12/2021 1:38:36 AM, 245436


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#IRS OR @IRSNews OR @IRSTaxPros_2021-01-10_14-38-55.xlsx
#IRS OR @IRSNews OR @IRSTaxPros_2021-01-10_14-38-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2021
Short Description:
#IRS OR @IRSNews OR @IRSTaxPros via NodeXL https://bit.ly/39muq9n
@irsnews
@irstaxpros
@turbotax
@susan17airbnb
@taxgirl
@aaronblum330
@masterx12345
@bookloverscc
@hrblock
@fenoment

Top hashtags:
#irs
#stimuluscheck
#stimulus
#turbotax
#covidreliefirs
#stimuluschecks

Description:
Description
The graph represents a network of 4,937 Twitter users whose tweets in the requested range contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 January 2021 at 22:41 UTC.

The requested start date was Saturday, 09 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 3-hour, 12-minute period from Tuesday, 05 January 2021 at 21:47 UTC to Saturday, 09 January 2021 at 01:00 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 : 4937
Unique Edges : 7494
Edges With Duplicates : 17573
Total Edges : 25067
Number of Edge Types : 5
Tweet : 689
Mentions : 15657
Retweet : 1254
MentionsInRetweet : 2391
Replies to : 5076
Self-Loops : 729
Reciprocated Vertex Pair Ratio : 0.0788097727920905
Reciprocated Edge Ratio : 0.146105040535777
Connected Components : 373
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 4443
Maximum Edges in a Connected Component : 24423
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.75101
Graph Density : 0.000465672990211511
Modularity : 0.27833
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,937 Twitter users whose tweets in the requested range contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 January 2021 at 22:41 UTC.

The requested start date was Saturday, 09 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 3-hour, 12-minute period from Tuesday, 05 January 2021 at 21:47 UTC to Saturday, 09 January 2021 at 01:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #IRS OR @IRSNews OR @IRSTaxPros
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:
[39] https://www.irs.gov/help/browser-update-recommendation
[34] https://www.irs.gov/newsroom/treasury-and-irs-begin-delivering-second-round-of-economic-impact-payments-to-millions-of-americans
[23] https://www.irs.gov/
[20] https://www.irs.gov/uac/tax-scams-consumer-alerts
[19] https://www.forbes.com/sites/kellyphillipserb/2021/01/07/treasury-signals-intention-to-make-cryptocurrency-like-bitcoin-reportable-on-fbar/
[16] https://eipcard.com/
[12] https://www.irs.gov/newsroom/eligible-paycheck-protection-program-expenses-now-deductible
[10] https://www.irs.gov/coronavirus/economic-impact-payments
[10] https://twitter.com/therealdrmiami/status/1346582665085022208
[9] https://www.irs.gov/uac/security-summit

Top URLs in Tweet in G1:
[22] https://www.irs.gov/newsroom/treasury-and-irs-begin-delivering-second-round-of-economic-impact-payments-to-millions-of-americans
[9] https://www.irs.gov/uac/tax-scams-consumer-alerts
[9] https://www.irs.gov/newsroom/eligible-paycheck-protection-program-expenses-now-deductible
[8] https://www.irs.gov/
[8] https://twitter.com/therealdrmiami/status/1346582665085022208
[7] https://eipcard.com/
[6] https://www.irs.gov/uac/newsroom/irs-outlines-taxpayer-bill-of-rights
[5] https://www.irs.gov/help/browser-update-recommendation
[4] https://www.irs.gov/accounts
[4] https://www.irs.gov/businesses

Top URLs in Tweet in G2:
[8] https://www.irs.gov/help/browser-update-recommendation
[3] https://www.irs.gov/
[3] https://www.eipcard.com/
[2] https://www.msn.com/en-us/news/other/status-not-available-irs-says-these-taxpayers-wont-receive-second-stimulus-check-automatically/ar-BB1cv8zA?ocid=st
[2] https://twitter.com/therealdrmiami/status/1346582665085022208
[1] https://twitter.com/Sasquatch_1/status/1346877624199467011
[1] https://twitter.com/politico/status/1346970011865268225
[1] https://blog.taxact.com/second-stimulus-payment-is-happening/
[1] https://twitter.com/Tekoah_Johnson7/status/1346619687497584640
[1] https://home.treasury.gov/news/press-releases/sm1224

Top URLs in Tweet in G3:
[6] https://www.irs.gov/help/browser-update-recommendation
[4] https://www.cnbc.com/2021/01/05/status-not-available-some-taxpayers-wont-receive-stimulus-check.html
[3] https://blog.turbotax.intuit.com/tax-news/why-havent-i-received-my-second-stimulus-check-48743/
[2] https://twitter.com/masterx12345/status/1346623034728308739
[2] https://www.cnbc.com/2021/01/05/hr-block-turbotax-customers-report-issues-with-second-stimulus-check.html
[1] https://www.irs.gov/
[1] https://domain.available.forsale/page.click
[1] http://info.click
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fturbotax%2Fposts%2F10159196973968724
[1] https://twitter.com/politico/status/1347653082096803841

Top URLs in Tweet in G4:
[6] https://www.irs.gov/newsroom/treasury-and-irs-begin-delivering-second-round-of-economic-impact-payments-to-millions-of-americans
[6] https://www.irs.gov/privacy-disclosure/report-phishing
[5] https://www.marketwatch.com/amp/story/furious-turbotax-and-h-r-block-customers-are-waiting-for-their-600-stimulus-check-and-demanding-to-know-why-theyre-delayed-11609875765
[4] https://go.usa.gov:443/xdQYX
[3] https://www.irs.gov/uac/security-summit
[2] https://www.pay.gov/
[2] https://www.irs.gov/uac/tax-scams-consumer-alerts
[2] https://www.irs.gov/government-entities/webinars-for-tax-exempt-government-entities
[2] https://www.irs.gov/coronavirus/economic-impact-payments
[2] https://www.irs.gov/

Top URLs in Tweet in G5:
[8] https://www.irs.gov/help/browser-update-recommendation
[5] https://www.irs.gov/uac/tax-scams-consumer-alerts
[4] https://www.irs.gov/newsroom/reminder-to-all-taxpayers-gift-cards-are-not-used-to-make-tax-payments
[4] https://eipcard.com/
[4] https://www.irs.gov/newsroom/treasury-and-irs-begin-delivering-second-round-of-economic-impact-payments-to-millions-of-americans
[4] https://www.irs.gov/coronavirus/economic-impact-payments
[3] https://www.irs.gov/
[3] https://www.irs.gov/newsroom/irs-issues-standard-mileage-rates-for-2021
[2] https://ckctax.com
[2] https://cryptobriefing.com/paypal-coinbase-winklevoss-twins-invest-crypto-tax-startup/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[4] https://go.usa.gov:443/xAKTM
[1] https://www.irs.gov/es/newsroom/irs-to-employers-remember-february-1-2021-deadline-for-form-w-2-other-wage-statements
[1] https://www.irs.gov/refundtiming
[1] https://www.irs.gov/individuals/individual-taxpayer-identification-number
[1] https://www.irs.gov/es/newsroom/irs-statement-about-second-economic-impact-payments
[1] https://www.irs.gov/es/newsroom/working-virtually-protect-tax-data-at-home-and-at-work-with-the-security-six-part-1-of-security-summit-tips-for-tax-professionals
[1] https://www.irs.gov/es/newsroom/13-point-9-million-americans-to-receive-irs-tax-refund-interest-taxable-payments-to-average-18-dollars
[1] https://www.facebook.com/IRS
[1] https://www.facebook.com/IRSenEspanol
[1] https://ttlc.intuit.com/community/internal-revenue-service/help/why-haven-t-i-received-my-second-stimulus-check/00/1781860

Top URLs in Tweet in G7:
[3] https://www.irs.gov/help/browser-update-recommendation
[2] https://www.youtube.com/watch?v=V3BpTcVXy5U&feature=youtu.be

[1] http://www.e-file.com/
[1] https://www.irs.gov/individuals/get-transcript
[1] https://sa.www4.irs.gov/irfof-wmsp/notice

Top URLs in Tweet in G8:
[1] https://twitter.com/irsnews/status/1346611693871370241
[1] https://sbtpg.com/
[1] https://www.washingtonpost.com/business/2021/01/06/tax-return-stimulus-check/
[1] https://www.irs.gov/help/browser-update-recommendation

Top URLs in Tweet in G10:
[19] https://www.forbes.com/sites/kellyphillipserb/2021/01/07/treasury-signals-intention-to-make-cryptocurrency-like-bitcoin-reportable-on-fbar/
[4] https://www.forbes.com/sites/kellyphillipserb/2021/01/05/irs-says-you-can-now-check-the-status-of-your-stimulus-check-with-get-my-payment-tool/
[3] https://twitter.com/RichardRubinDC/status/1346857849431982080
[3] https://www.forbes.com/sites/kellyphillipserb/2021/01/06/more-answers-to-your-questions-about-the-second-round-of-stimulus-checks/
[1] https://www.forbes.com/sites/kellyphillipserb/2021/12/30/irs-says-you-dont-need-to-do-anything-to-get-your-stimulus-check-and-answers-your-other-questions/
[1] https://www.irs.gov/help/ita
[1] https://www.irs.gov/virtualcurrency
[1] https://eipcard.com/
[1] https://www.irs.gov/government-entities/webinars-for-tax-exempt-government-entities
[1] https://www.irs.gov/newsroom/treasury-and-irs-begin-delivering-second-round-of-economic-impact-payments-to-millions-of-americans

Top Domains
Top Domains in Tweet in Entire Graph:
[304] irs.gov
[126] twitter.com
[30] forbes.com
[26] usa.gov
[23] cnbc.com
[19] eipcard.com
[15] youtube.com
[13] bit.ly
[11] usajobs.gov
[9] facebook.com

Top Domains in Tweet in G1:
[113] irs.gov
[39] twitter.com
[7] eipcard.com
[2] irsvideos.gov
[2] youtube.com
[2] facebook.com
[2] usatoday.com
[2] cnbc.com
[2] msn.com
[2] house.gov

Top Domains in Tweet in G2:
[29] twitter.com
[15] irs.gov
[4] youtube.com
[4] eipcard.com
[3] msn.com
[2] cnbc.com
[1] taxact.com
[1] treasury.gov
[1] apple.news
[1] abc7.com

Top Domains in Tweet in G3:
[16] twitter.com
[8] cnbc.com
[7] irs.gov
[4] intuit.com
[3] change.org
[2] youtube.com
[1] available.forsale
[1] info.click
[1] facebook.com
[1] really.no

Top Domains in Tweet in G4:
[41] irs.gov
[10] twitter.com
[8] usa.gov
[5] marketwatch.com
[3] cnbc.com
[2] pay.gov
[2] replug.link
[1] eipcard.com
[1] irsvideos.gov
[1] youtube.com

Top Domains in Tweet in G5:
[54] irs.gov
[7] lifehacker.com
[6] cnbc.com
[5] twitter.com
[4] eipcard.com
[3] oddcrimes.com
[2] lnkd.in
[2] bit.ly
[2] qoo.ly
[2] intuit.com

Top Domains in Tweet in G6:
[6] irs.gov
[4] usa.gov
[2] facebook.com
[1] intuit.com
[1] thehill.com
[1] twitter.com

Top Domains in Tweet in G7:
[5] irs.gov
[2] youtube.com
[1] e-file.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] sbtpg.com
[1] washingtonpost.com
[1] irs.gov

Top Domains in Tweet in G10:
[28] forbes.com
[9] irs.gov
[3] twitter.com
[1] eipcard.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1600] irs
[243] stimuluscheck
[219] stimulus
[173] turbotax
[88] covidreliefirs
[82] stimuluschecks
[78] tax
[72] stimuluschecksnow
[50] taxes
[36] turbotaxstolemystimulus



Top Hashtags in Tweet in G1:
[344] irs
[39] covidreliefirs
[19] stimuluscheck
[11] stimulus
[10] getready
[10] tax
[8] stimuluschecks
[7] taxsecurity
[6] tbor
[5] turbotax

Top Hashtags in Tweet in G2:
[175] irs
[68] stimulus
[56] stimuluscheck
[32] turbotax
[18] fixtheglitch
[16] stimuluschecks
[15] stimuluschecksnow
[13] unstimulated
[12] breakingnews
[11] sendourstimulus

Top Hashtags in Tweet in G3:
[111] irs
[54] turbotax
[48] stimuluscheck
[44] stimulus
[14] stimuluschecks
[13] turbotaxstimulus
[10] stimuluschecksnow
[8] turbotaxstolemystimulus
[6] stimmy
[6] cnn

Top Hashtags in Tweet in G4:
[132] irs
[16] stimuluscheck
[13] turbotax
[12] stimuluschecks
[11] turbotaxstolemystimulus
[9] audit
[9] elonmusk
[8] stimulus
[7] covidreliefirs
[7] stimuluschecksnow

Top Hashtags in Tweet in G5:
[376] irs
[50] stimuluscheck
[43] stimulus
[34] taxes
[28] turbotax
[26] tax
[19] covidreliefirs
[15] stimuluschecksnow
[14] stimuluschecks
[11] taxhelp

Top Hashtags in Tweet in G6:
[81] irs
[23] turbotax
[18] wellsfargo
[5] stimuluscheck
[5] stimulus
[4] covidreliefirs
[3] getready
[2] eitc
[2] stimuluschecks
[2] stimuluschecksnow

Top Hashtags in Tweet in G7:
[16] irs
[7] stimuluscheck
[6] stimulus
[4] chase
[4] chasebank
[3] chasestimulus
[3] jpmorganchase
[2] turbotax
[2] fixthisshit
[2] 600dollars

Top Hashtags in Tweet in G8:
[10] irs
[9] stimulus
[2] fraudsquad
[1] stimuluschecksnow
[1] cnn
[1] corruption
[1] wethepeople
[1] cnbc
[1] msnbc
[1] turbotax

Top Hashtags in Tweet in G9:
[17] irs
[11] stimuluschecksnow
[1] charlesrettig
[1] stimuluschecks

Top Hashtags in Tweet in G10:
[50] irs
[25] tax
[8] eip
[5] ppp
[5] smallbiz
[5] stimuluscheck
[4] covidreliefirs
[3] stimuluschecks
[3] stimulus
[2] getmypayment

Top Words
Top Words in Tweet in Entire Graph:
[6289] irsnews
[1743] turbotax
[1666] stimulus
[1597] #irs
[1214] tax
[1026] people
[1017] irs
[915] money
[850] taxes
[798] check

Top Words in Tweet in G1:
[2013] irsnews
[443] stimulus
[344] #irs
[341] tax
[314] people
[269] money
[253] taxes
[252] irs
[227] payment
[216] check

Top Words in Tweet in G2:
[1338] irsnews
[438] stimulus
[344] turbotax
[278] people
[235] money
[221] tax
[219] irs
[215] joebiden
[206] taxes
[191] need

Top Words in Tweet in G3:
[887] irsnews
[703] turbotax
[230] stimulus
[142] teamturbotax
[123] tax
[120] people
[120] money
[118] irs
[111] #irs
[105] taxes

Top Words in Tweet in G4:
[346] irstaxpros
[235] irsnews
[132] #irs
[124] stimulus
[116] turbotax
[115] tax
[94] irs
[69] check
[64] money
[55] taxes

Top Words in Tweet in G5:
[375] #irs
[94] stimulus
[87] tax
[69] check
[57] irs
[50] #stimuluscheck
[45] taxes
[42] #stimulus
[41] payment
[37] money

Top Words in Tweet in G6:
[462] irsnews
[90] tax
[83] payment
[81] #irs
[79] check
[78] stimulus
[73] money
[67] irs
[63] people
[60] status

Top Words in Tweet in G7:
[521] irsnews
[274] turbotax
[230] chase
[223] djangogoddess
[223] candace89278556
[221] kenyattamoyer
[220] doyouhearusnow
[219] genuinesavage
[219] nicolem61685251
[211] vaporizedbaines

Top Words in Tweet in G8:
[197] irsnews
[43] amandanicole41
[37] stimulus
[36] veronicaaaaaa4
[34] taxes
[31] people
[31] payment
[27] tax
[26] wastertame
[24] file

Top Words in Tweet in G9:
[34] irsnews
[26] stimulus
[17] #irs
[15] 1st
[15] people
[15] need
[14] tax
[13] credit
[11] taxes
[11] available

Top Words in Tweet in G10:
[50] #irs
[37] taxgirl
[28] forbes
[25] irsnews
[23] #tax
[21] make
[19] icymi
[19] gt
[19] treasury
[19] signals

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[759] turbotax,irsnews
[320] stimulus,check
[247] economic,impact
[238] file,taxes
[234] doyouhearusnow,candace89278556
[232] candace89278556,turbotax
[220] direct,deposit
[219] irsnews,turbotax
[212] kenyattamoyer,doyouhearusnow
[207] turbo,tax

Top Word Pairs in Tweet in G1:
[151] economic,impact
[117] irsnews,#irs
[112] direct,deposit
[99] stimulus,check
[98] impact,payments
[92] 2nd,economic
[72] bank,account
[67] file,taxes
[56] debit,card
[56] #irs,urges

Top Word Pairs in Tweet in G2:
[145] turbotax,irsnews
[84] irsnews,yourvoiceatirs
[81] senhawleypress,sensanders
[80] yourvoiceatirs,joebiden
[80] joebiden,senhawleypress
[61] file,taxes
[56] ustreasury,irsnews
[53] stimulus,checks
[50] stimulus,check
[47] stevenmnuchin1,ustreasury

Top Word Pairs in Tweet in G3:
[231] turbotax,irsnews
[126] irsnews,turbotax
[58] turbotax,teamturbotax
[41] stimulus,check
[40] turbo,tax
[26] tax,return
[26] irsnews,hrblock
[25] file,taxes
[25] irsnews,teamturbotax
[25] pellisamanda,irsnews

Top Word Pairs in Tweet in G4:
[66] irsnews,irstaxpros
[36] stimulus,check
[33] irstaxpros,irsnews
[31] turbotax,irstaxpros
[30] economic,impact
[27] impact,payments
[24] tax,return
[23] irstaxpros,turbotax
[19] irstaxpros,#irs
[18] 2nd,round

Top Word Pairs in Tweet in G5:
[29] stimulus,check
[20] economic,impact
[12] file,taxes
[12] impact,payments
[11] #stimuluscheck,#irs
[11] #stimulus,#irs
[11] direct,deposit
[10] second,stimulus
[10] wait,until
[9] tax,return

Top Word Pairs in Tweet in G6:
[37] status,available
[33] stimulus,check
[32] turbo,tax
[30] lightsout440hi0,irsnews
[30] payment,status
[26] sort,fucking
[26] fucking,joke
[26] joke,#irs
[26] #irs,straight
[26] straight,see

Top Word Pairs in Tweet in G7:
[243] turbotax,irsnews
[208] doyouhearusnow,candace89278556
[206] candace89278556,turbotax
[187] kenyattamoyer,doyouhearusnow
[160] irsnews,chase
[145] genuinesavage,jester1229
[144] legdropbrother,alishaunique93
[140] chromaticahh,tjtripn
[139] christianmeda1,genuinesavage
[130] jester1229,djangogoddess

Top Word Pairs in Tweet in G8:
[36] veronicaaaaaa4,irsnews
[16] vintagecrowstu1,irsnews
[15] amandanicole41,veronicaaaaaa4
[14] irsnews,turbotax
[11] wastertame,veronicaaaaaa4
[10] wastertame,amandanicole41
[9] file,taxes
[9] relief,payment
[9] kaaylabxo,irsnews
[8] samdibig,veronicaaaaaa4

Top Word Pairs in Tweet in G9:
[11] people,need
[9] ca_edd,irsnews
[9] received,1st
[8] 1st,stimulus
[8] tax,credit
[5] cacontroller,toddgloria
[5] toddgloria,mayortoddgloria
[5] mayortoddgloria,sanmarcoscity
[5] sanmarcoscity,ca_edd
[5] irsnews,cagovernor

Top Word Pairs in Tweet in G10:
[19] icymi,gt
[19] gt,treasury
[19] treasury,signals
[19] signals,intention
[19] intention,make
[19] make,cryptocurrency
[19] cryptocurrency,bitcoin
[19] bitcoin,reportable
[19] reportable,fbar
[19] fbar,forbes

Top Replied-To
Top Replied-To in Entire Graph:
@irsnews
@turbotax
@irstaxpros
@stevenmnuchin1
@_photo_love1
@queenofwarlox
@therealmarebare
@tori317b
@brwngirlbri
@rlst_red

Top Replied-To in G1:
@irsnews
@johnsoninsider
@napsparttime
@gigihoneyharps
@mp_mike84
@samaran1982
@_pixlsugr
@julieann718
@lasater_kathryn
@bbckingdom

Top Replied-To in G2:
@irsnews
@stevenmnuchin1
@_photo_love1
@realdonaldtrump
@turbotax
@ustreasury
@speakerpelosi
@jrw_250
@vanessa54877033
@tilsonjess

Top Replied-To in G3:
@irsnews
@turbotax
@wbunchuck
@teamturbotax
@bocosportsbet
@facts_are_hard
@jennifer_maxine
@audreyrenay
@adamsgirl_003
@mrchipdiggity

Top Replied-To in G4:
@irsnews
@irstaxpros
@turbotax
@nikkib0323
@libertytax_lw
@realbarabbas
@taxbuzzonline
@connied61882901
@snarkymom428
@realdonaldtrump

Top Replied-To in G5:
@plentypennysllc

Top Replied-To in G6:
@irsnews
@tori317b
@brwngirlbri
@lightsout440hi0
@barryhjr
@andreajcarr1
@rabidvfl
@deenine4
@drifter_moon
@postup_bbb

Top Replied-To in G7:
@irsnews
@therealmarebare
@queenofwarlox
@rlst_red
@lexycollins1
@vaporizedbaines
@legdropbrother
@tilsonjess
@genuinesavage
@nicholashycner1

Top Replied-To in G8:
@irsnews
@amandanicole41
@wastertame
@cmgoodwin79
@anita42930222
@cnbc
@samdibig
@himynamiz12345
@tiff_ander33
@katrinalibear

Top Replied-To in G9:
@irsnews
@cacontroller
@sensanders
@hrblock
@afernandez1102
@jennifer_maxine
@senator_hurtado
@justinkcarr
@t21dadforbiden

Top Replied-To in G10:
@irsnews
@gigihoneyharps
@susanba94992293
@chrissim7905
@legion_dol
@gstonecreeson
@brandondroneman
@scottalmeida6
@ilashqueenkelly

Top Mentioned
Top Mentioned in Entire Graph:
@irsnews
@turbotax
@irstaxpros
@candace89278556
@kenyattamoyer
@nicolem61685251
@doyouhearusnow
@joebiden
@chase
@djangogoddess

Top Mentioned in G1:
@irsnews
@turbotax
@bloomingbtss
@emmjayy182
@napsparttime
@texasraised36
@sactokings4life
@gigihoneyharps
@angiefalangi
@americanbic

Top Mentioned in G2:
@irsnews
@turbotax
@joebiden
@speakerpelosi
@realdonaldtrump
@ustreasury
@stevenmnuchin1
@sensanders
@yourvoiceatirs
@senhawleypress

Top Mentioned in G3:
@irsnews
@turbotax
@teamturbotax
@hrblock
@jennifer_maxine
@irstaxpros
@m8co9nqpttlgbd0
@haleighmarix
@kelle743

Top Mentioned in G4:
@irstaxpros
@irsnews
@turbotax
@wellsfargo
@fbi
@hrblock
@irssmallbiz
@irs_ci
@irstaxsecurity
@irs

Top Mentioned in G5:
@lmkgeek
@h2o_w00ki3
@penehoffttv
@zangetsu502
@estream_studios
@saving2invest
@tokenjay

Top Mentioned in G6:
@irsnews
@masterx12345
@turbotax
@lightsout440hi0
@loganalangston1
@tori317b
@adamkelloway84
@jeffknowsbest1
@k_w_e_e_n
@drifter_moon

Top Mentioned in G7:
@irsnews
@turbotax
@candace89278556
@kenyattamoyer
@doyouhearusnow
@nicolem61685251
@djangogoddess
@chase
@alishaunique93
@genuinesavage

Top Mentioned in G8:
@irsnews
@veronicaaaaaa4
@amandanicole41
@turbotax
@wastertame
@vintagecrowstu1
@samdibig
@natttkattt
@glo36453127
@redsoxgrl_15

Top Mentioned in G9:
@irsnews
@ca_edd
@toddgloria
@mayortoddgloria
@sanmarcoscity
@cagovernor
@lorenasgonzalez
@reverendwarnock
@gavinnewsom
@ossoff

Top Mentioned in G10:
@taxgirl
@forbes
@irsnews
@irs_patricia
@just_chloe1
@shaunhunley
@beautiful2lip
@gstonecreeson
@checksupdates
@chrissim7905

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@robinsnewswire
@bella623
@bofa_help
@mrtweetyogirl
@guardian
@business
@reuters
@askamex
@umcoollikedat

Top Tweeters in G1:
@mrtweetyogirl
@askamex
@breeashhh
@joanpennnative
@bikerbd
@princepetty415
@7news
@half_baked215
@hellotiffi_
@iamjwil

Top Tweeters in G2:
@wsbtv
@huffpost
@ask_wellsfargo
@skynews
@bostonglobe
@foxnews
@nytimes
@abc13houston
@cnbc
@wjz

Top Tweeters in G3:
@robinsnewswire
@umcoollikedat
@lellingw
@holybullies
@askcapitalone
@askciti
@pncbank_help
@amoresteph
@wsfa12news
@notrynabrude

Top Tweeters in G4:
@business
@cyferptvila
@nypost
@wsj
@pupsherlive
@sistercrow
@rellnot
@bpolitics
@plutoblazzzn
@todayshow

Top Tweeters in G5:
@pulpnews
@estream_studios
@atlpartycrasher
@upstractcom
@juchtervbergen
@thehawk
@tokenjay
@sanjaromin
@fuckoffmalia
@ofclkelleekellz

Top Tweeters in G6:
@genevacrooks_
@richieisevol
@king
@rootpotato
@sunnycff
@xwave21
@_siettaundrea
@_blancaaaaaa
@livinbeautiful
@tio_trev

Top Tweeters in G7:
@chasesupport
@wpxi
@wtae
@kdka
@_raethemartian_
@att
@g9_nicole
@neceybabyxo
@vaporizedbaines
@gtlmnking

Top Tweeters in G8:
@wbrcnews
@jackiemccaffrey
@wavy_news
@smoochmycooch
@flashyydashyy
@himynamiz12345
@vilverinelink
@jessingle
@shawna_burley
@frankluntz

Top Tweeters in G9:
@ktla
@fox40
@debramessing
@sdut
@wtvm
@crampell
@wrblnews3
@lorenasgonzalez
@markpatriot613
@toddgloria

Top Tweeters in G10:
@bayiskendr
@forbes
@mattliptak
@phyllismufson
@flreza
@vegasbling
@rwohlner
@taxgirl
@legion_dol
@cointhinktank_